diff --git a/CHANGELOG.md b/CHANGELOG.md
new file mode 100644
index 0000000000000000000000000000000000000000..89946d7f7e033833c5d21c904be967dfb5d1d6f4
--- /dev/null
+++ b/CHANGELOG.md
@@ -0,0 +1,30 @@
+# Data Changelog
+
+## cleaned-20261107
+
+All 779 questions, 292 dataset folders, and 214 `test_current.csv` oracles are retained. Question IDs and the inference/evaluation JSON structure are unchanged.
+
+- Corrected reviewed qualitative/categorical descriptions, codebook interpretations, feature aliases, outcome proxies, and ranking direction metadata.
+- Applied strict visible-input group holdout to seven hotel batches: removed 387 overlapping history rows, without changing current candidates or outcome labels.
+- Restored 541 hidden health target cells and 2,877,541 CSV target cells from exact original 2020 records using the documented `GenHealth` / `GeneralHealth` crosswalk. CSV counts include repeated views, not unique people. Removed the redundant input alias.
+- Replaced three genuinely unlabelled health candidates with observed 2022 records, preserving IDs and filter eligibility; removed their six matching history records. Rebuilt complete classification oracles from observed labels.
+- Made the placed-only salary cohort explicit in seven campus recruitment questions and filters. Non-placed salaries remain missing and outside the scoring cohort, not imputed as zero.
+- Removed one observed health-grade statement from a query that asks for that grade; clarified one wine target class and one mall spending objective. These edits do not change outcome labels.
+- Corrected all eight forest-fire questions to monthly rather than daily counts and explained the original January-1 year marker. Restored corrupted month/state characters against the original Latin-1 Kaggle archive, with full-record matching and numeric values preserved.
+- Restored the corrupted chocolate maker name against the original rating publisher's matching records; rating values are unchanged.
+- Clarified seven gun-incident comparisons so they do not claim that distinct source records have identical report contents or identify a causal effect. Their provided numerical conditions, observed outcomes, and gold trends are unchanged. Auxiliary source-record differences remain a documented limitation.
+
+### Compatibility And Limits
+
+The original used-car archive contains 104 released history descriptions with one unrecoverable replacement character each. Exact descriptions were verified against the original archive and retained verbatim, not guessed or silently dropped. These source-text artifacts are separate from the repaired structured-category encoding errors.
+
+Historical model outputs and summary scores are not results for this cleaned version. Re-run inference and evaluation, preserving previous outputs separately. `test_current.csv` and JSON gold must remain evaluator-only.
+
+Deterministic validation and full-dataset automatic semantic screening, followed by a second pass over flagged cases, were supplemented by source-based adjudication. This is not exhaustive human annotation or a guarantee that every qualitative phrase is error-free. Qualitative language has no published one-to-one quantile mapping. Treatment Effect Analysis is predictive scenario comparison rather than causal identification.
+
+The previous public dataset remains available at revision [`643090b74d9beb0da9f2da3ff650af70c12511f1`](https://huggingface.co/datasets/LAMDA-Tabular/TopBench/tree/643090b74d9beb0da9f2da3ff650af70c12511f1).
+
+### Character-Restoration Sources
+
+- [Forest Fires in Brazil: original Kaggle data](https://www.kaggle.com/datasets/gustavomodelli/forest-fires-in-brazil) (Latin-1 archive; not the already-lossy local UTF-8 copy).
+- [Chocolate Bar Ratings: Kaggle data](https://www.kaggle.com/datasets/rtatman/chocolate-bar-ratings) and [the original Flavors of Cacao database](https://flavorsofcacao.com/database_w_REF.html). The old Kaggle CSV itself contains the corrupted maker spelling; the publisher's matching reference/year/origin/cocoa/rating records support the spelling repair.
diff --git a/DATA_MANIFEST.json b/DATA_MANIFEST.json
new file mode 100644
index 0000000000000000000000000000000000000000..e3bf18bbd22d7ba74da3563c4fd13e734bb72774
--- /dev/null
+++ b/DATA_MANIFEST.json
@@ -0,0 +1,9590 @@
+{
+  "version": "cleaned-20261107",
+  "hash_algorithm": "sha256",
+  "excluded": [
+    "DATA_MANIFEST.json",
+    ".gitattributes"
+  ],
+  "files": [
+    {
+      "path": "CHANGELOG.md",
+      "bytes": 3890,
+      "sha256": "9fab577c44e522ce6edf82d05813c8c911cb23d04b2df347454a0cfb50b49d60"
+    },
+    {
+      "path": "README.md",
+      "bytes": 3989,
+      "sha256": "45290a441d08308e0c0dd7426ca2f42dc3b50d2281de26607b0e9c20d5e28aea"
+    },
+    {
+      "path": "data_version.json",
+      "bytes": 769,
+      "sha256": "502e2ce36f4c41d0d27186e3c8844fc8f7c1db407d32254ad2afbcaa163452d6"
+    },
+    {
+      "path": "decision_making/daily/classification/Apple_Quality_B2/Apple_Quality_B2_001.json",
+      "bytes": 1852,
+      "sha256": "caf1375dbcd3c48254250d113ce64c88570c3a017396d217baed3dbcb62f6020"
+    },
+    {
+      "path": "decision_making/daily/classification/Apple_Quality_B2/Apple_Quality_B2_002.json",
+      "bytes": 2577,
+      "sha256": "a534d5bd686a94ba62abe29e707734f963757f72766394d15b7e44dcd054a722"
+    },
+    {
+      "path": "decision_making/daily/classification/Apple_Quality_B2/Apple_Quality_B2_003.json",
+      "bytes": 2483,
+      "sha256": "92f80f21650a345b895e3c84d84a6495ed99ff41abe1bcd0752a323e96eb5a4f"
+    },
+    {
+      "path": "decision_making/daily/classification/Apple_Quality_B2/Apple_Quality_B2_004.json",
+      "bytes": 1886,
+      "sha256": "4d92d0cfb887bfe66099136373aaebf9292dbdf53cf0c3a17982a3e50b8310f6"
+    },
+    {
+      "path": "decision_making/daily/classification/Apple_Quality_B2/Apple_Quality_B2_005.json",
+      "bytes": 1902,
+      "sha256": "e350fe0e88c40eb3e208f001fccdcf5051cee1ba6f91fc7960f0cf7bbd6e25d4"
+    },
+    {
+      "path": "decision_making/daily/classification/Apple_Quality_B2/Apple_Quality_B2_006.json",
+      "bytes": 2581,
+      "sha256": "e048b867aecead819d72e7fed5dd1957fa5e2cd7074fde9aaa443eabfdb66c7b"
+    },
+    {
+      "path": "decision_making/daily/classification/Apple_Quality_B2/current.csv",
+      "bytes": 1542,
+      "sha256": "a755c84bae8ba43b5bc0a9eaaa09711347606595f8cb062fa7f77c98aadc08b7"
+    },
+    {
+      "path": "decision_making/daily/classification/Apple_Quality_B2/history.csv",
+      "bytes": 390137,
+      "sha256": "2f7ac02ebc3380d33a82535d28a7ce45c65c60943785ff0680ffbfce639c5e1b"
+    },
+    {
+      "path": "decision_making/daily/classification/Apple_Quality_B2/info.json",
+      "bytes": 1870,
+      "sha256": "6114038c6652a7eeedf150f47470f8920cbc28ca643a2f62d9e1e9d2af29b1ec"
+    },
+    {
+      "path": "decision_making/daily/classification/Apple_Quality_B2/info_mod.json",
+      "bytes": 2301,
+      "sha256": "47bf0d5d5136e69e8d3b3e373aad592de6f8f89f3508c040e517ec70d21df528"
+    },
+    {
+      "path": "decision_making/daily/classification/Gender_Recognition_by_Voice_B2/Gender_Recognition_by_Voice_B2_001.json",
+      "bytes": 5787,
+      "sha256": "98b7e2e72c5b513e7be28e5a9669b9ada7704c9ac1809b2aa884e89cd7098dba"
+    },
+    {
+      "path": "decision_making/daily/classification/Gender_Recognition_by_Voice_B2/Gender_Recognition_by_Voice_B2_002.json",
+      "bytes": 5578,
+      "sha256": "c168cd86b08dcad0ab0d1cbcf6bceda29e9d94e5785f41bd5f3ea2e84f9f8be2"
+    },
+    {
+      "path": "decision_making/daily/classification/Gender_Recognition_by_Voice_B2/Gender_Recognition_by_Voice_B2_003.json",
+      "bytes": 3729,
+      "sha256": "96fe49a725ceaeb551988baea75db45d459b6b870c83f5700544c739737fb4a7"
+    },
+    {
+      "path": "decision_making/daily/classification/Gender_Recognition_by_Voice_B2/Gender_Recognition_by_Voice_B2_004.json",
+      "bytes": 4976,
+      "sha256": "b20d73ebfaf1f2507f149aadadc958ba809ec8d6f07c60208b85669e539e5a2a"
+    },
+    {
+      "path": "decision_making/daily/classification/Gender_Recognition_by_Voice_B2/Gender_Recognition_by_Voice_B2_005.json",
+      "bytes": 4344,
+      "sha256": "38526d904447b456b0177ddafaa74640cf9ec1eb6b574891f9b0e9192897ac3c"
+    },
+    {
+      "path": "decision_making/daily/classification/Gender_Recognition_by_Voice_B2/Gender_Recognition_by_Voice_B2_006.json",
+      "bytes": 5836,
+      "sha256": "01085afc8f268b4147de1c2ff4aaaeeec131422ceb231abcb106fa5ee02b26ef"
+    },
+    {
+      "path": "decision_making/daily/classification/Gender_Recognition_by_Voice_B2/current.csv",
+      "bytes": 5429,
+      "sha256": "a4296d6a4a44d05114599c87974ec5ffd6b8dee2dbdbc3570894f2bde79b4bea"
+    },
+    {
+      "path": "decision_making/daily/classification/Gender_Recognition_by_Voice_B2/history.csv",
+      "bytes": 1054478,
+      "sha256": "bc9dff43340ffbcc5e041ac07c8320fa0de66e0f47f803cf9cb72b981a0a7aeb"
+    },
+    {
+      "path": "decision_making/daily/classification/Gender_Recognition_by_Voice_B2/info.json",
+      "bytes": 4448,
+      "sha256": "37194cad325ef224083d2fd875304bea2ca6a9e94b290ee5a9103429c308b5cb"
+    },
+    {
+      "path": "decision_making/daily/classification/Gender_Recognition_by_Voice_B2/info_mod.json",
+      "bytes": 4878,
+      "sha256": "3261f010e65fb5d3748b285049354c279c29a66160e0716d8af8f033e31e6734"
+    },
+    {
+      "path": "decision_making/daily/classification/Hotel_booking_demand_B2/Hotel_booking_demand_B2_001.json",
+      "bytes": 4091,
+      "sha256": "11edfa59ccfb22565ff3a1b80431b0fa9fcd7c24d8df64e40b0c916037cbbf60"
+    },
+    {
+      "path": "decision_making/daily/classification/Hotel_booking_demand_B2/Hotel_booking_demand_B2_002.json",
+      "bytes": 5309,
+      "sha256": "b35d66735deb9041ae177ba7a50e7fac1100b574eea42615c3095e54612a661b"
+    },
+    {
+      "path": "decision_making/daily/classification/Hotel_booking_demand_B2/Hotel_booking_demand_B2_003.json",
+      "bytes": 4557,
+      "sha256": "1cf0211ca5867f019d63df03985ab809ba7d393e3d5b2a28dc5b248544777eec"
+    },
+    {
+      "path": "decision_making/daily/classification/Hotel_booking_demand_B2/Hotel_booking_demand_B2_004.json",
+      "bytes": 4247,
+      "sha256": "d69826cea7bb38a2e2e8ae4fa92a81bfa27802205e7f678d0d9848029c578f28"
+    },
+    {
+      "path": "decision_making/daily/classification/Hotel_booking_demand_B2/Hotel_booking_demand_B2_005.json",
+      "bytes": 3930,
+      "sha256": "69edcddef84aa847892ba29d36b79cba4199e5a4d7d345803a97ad09f97c4e78"
+    },
+    {
+      "path": "decision_making/daily/classification/Hotel_booking_demand_B2/Hotel_booking_demand_B2_006.json",
+      "bytes": 5464,
+      "sha256": "f83e77be95d5b7afff714aca084b79dbf2211bc9d86097f1986ea319f12e495c"
+    },
+    {
+      "path": "decision_making/daily/classification/Hotel_booking_demand_B2/current.csv",
+      "bytes": 2266,
+      "sha256": "25168f64235e8cc50584ac0713aadeae915881787bd856c314cdc5b707d061e2"
+    },
+    {
+      "path": "decision_making/daily/classification/Hotel_booking_demand_B2/history.csv",
+      "bytes": 15374213,
+      "sha256": "9597cd1eb3e4d4d54830cc53b7c348a44a5a7763ec004db6aa1293272ccf09ad"
+    },
+    {
+      "path": "decision_making/daily/classification/Hotel_booking_demand_B2/info.json",
+      "bytes": 7785,
+      "sha256": "ae9f4e065d0fe6506a8ff37f00f98a0decc470a534e4801485c35aeef2ad0b16"
+    },
+    {
+      "path": "decision_making/daily/classification/Hotel_booking_demand_B2/info_mod.json",
+      "bytes": 8134,
+      "sha256": "cc0e38af490cb1b32d353a2509e0470909d8eef23cc97546659c84b29e220c10"
+    },
+    {
+      "path": "decision_making/daily/classification/Human_Resources_Data_Set_B2/Human_Resources_Data_Set_B2_001.json",
+      "bytes": 4805,
+      "sha256": "52f7e85f1c5e9e723eee415fb5a1f25d67a317198b956ecfc5cec3e9b7557c5c"
+    },
+    {
+      "path": "decision_making/daily/classification/Human_Resources_Data_Set_B2/Human_Resources_Data_Set_B2_002.json",
+      "bytes": 6388,
+      "sha256": "34d823610c9f0b4f4e834cd00a8ab8dfbd5c6dd548cf81300ca6e229f81d5979"
+    },
+    {
+      "path": "decision_making/daily/classification/Human_Resources_Data_Set_B2/Human_Resources_Data_Set_B2_003.json",
+      "bytes": 5783,
+      "sha256": "f6be40627d34439e5be5c89e8b1ba21611a8abe8422b25143c17b42058e70879"
+    },
+    {
+      "path": "decision_making/daily/classification/Human_Resources_Data_Set_B2/Human_Resources_Data_Set_B2_004.json",
+      "bytes": 6172,
+      "sha256": "20957a2422d369ba734dbe8365b90e6128638e3766f0001d2b8475b1a8011aaa"
+    },
+    {
+      "path": "decision_making/daily/classification/Human_Resources_Data_Set_B2/Human_Resources_Data_Set_B2_005.json",
+      "bytes": 5789,
+      "sha256": "13c8d52d4237b8a7b0807d41d339a182cea61e11f2b273e27d89f743c9f35d45"
+    },
+    {
+      "path": "decision_making/daily/classification/Human_Resources_Data_Set_B2/Human_Resources_Data_Set_B2_006.json",
+      "bytes": 6205,
+      "sha256": "71facdf68568317eeccf79301d8e7878841933ada34d37097d3a4e22648979b5"
+    },
+    {
+      "path": "decision_making/daily/classification/Human_Resources_Data_Set_B2/current.csv",
+      "bytes": 3947,
+      "sha256": "01104828faa095381ac564560532caf8f407a10e898fd850af75ccbfb816a005"
+    },
+    {
+      "path": "decision_making/daily/classification/Human_Resources_Data_Set_B2/history.csv",
+      "bytes": 62440,
+      "sha256": "80711a3d22a6d2fd1fe755d25683f0943d093826f73205fb435d6df37a0f998e"
+    },
+    {
+      "path": "decision_making/daily/classification/Human_Resources_Data_Set_B2/info.json",
+      "bytes": 10896,
+      "sha256": "222d0355b86f2cb92571eaa048b83b2edc17d2325d1b55bf5467c81bf8e397bf"
+    },
+    {
+      "path": "decision_making/daily/classification/Human_Resources_Data_Set_B2/info_mod.json",
+      "bytes": 9109,
+      "sha256": "8ae786df574141313284a72c6e950cb6223d2651ea5c86fcff291519ce78ede0"
+    },
+    {
+      "path": "decision_making/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B2/IBM_HR_Analytics_Employee_Attrition_&_Performance_B2_001.json",
+      "bytes": 4485,
+      "sha256": "9fe914477f9c862b9f1240ac172819f826618af32410fcff83b66c5596a62fd8"
+    },
+    {
+      "path": "decision_making/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B2/IBM_HR_Analytics_Employee_Attrition_&_Performance_B2_002.json",
+      "bytes": 6584,
+      "sha256": "4f8ec502df74653d9bb45b68b6b7ba2f9351724542a582f78c618a30ebe4c42c"
+    },
+    {
+      "path": "decision_making/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B2/IBM_HR_Analytics_Employee_Attrition_&_Performance_B2_003.json",
+      "bytes": 5734,
+      "sha256": "d7a974cff8fba89b60be9bd034f34609cd561df9c14cda8900adf36ff8c3819e"
+    },
+    {
+      "path": "decision_making/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B2/IBM_HR_Analytics_Employee_Attrition_&_Performance_B2_004.json",
+      "bytes": 5141,
+      "sha256": "c86de3698726f1ef277f9e6100f6ccb72cb3d0442e284dec629ad5824e5e3a7a"
+    },
+    {
+      "path": "decision_making/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B2/IBM_HR_Analytics_Employee_Attrition_&_Performance_B2_005.json",
+      "bytes": 6261,
+      "sha256": "d30bef6565a5e7f20d0855c5cd42ac8d714aebdb7b5cd7ef796892e55d7733a7"
+    },
+    {
+      "path": "decision_making/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B2/IBM_HR_Analytics_Employee_Attrition_&_Performance_B2_006.json",
+      "bytes": 6335,
+      "sha256": "76e2dc190e28da17d26f9ea2cf37e029ae24ac07ec17d41357aeeddce82a22fa"
+    },
+    {
+      "path": "decision_making/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B2/current.csv",
+      "bytes": 2961,
+      "sha256": "e53e2ea84c972d590c04a35f995cb1a796251dd7c8cb4df5206e1a6b00bae5de"
+    },
+    {
+      "path": "decision_making/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B2/history.csv",
+      "bytes": 224055,
+      "sha256": "ebf6200225a42692962dfd54fec3536add9833e8b562b774269443ea355744bf"
+    },
+    {
+      "path": "decision_making/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B2/info.json",
+      "bytes": 6977,
+      "sha256": "e732af254ec228481a0a5100365bae4a5e40366c73144512cb5715b818f7b646"
+    },
+    {
+      "path": "decision_making/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B2/info_mod.json",
+      "bytes": 8508,
+      "sha256": "2cfa10aec3e0a3182ac4c4b06584525d376791a7d9f82ac1598f6e0c941af8a9"
+    },
+    {
+      "path": "decision_making/daily/classification/Mobile_Price_Classification_B2/Mobile_Price_Classification_B2_001.json",
+      "bytes": 3024,
+      "sha256": "272dbddce3c22b63516256493ffe2fc2e6eaa522e4275bfc90021e7d5cc22c47"
+    },
+    {
+      "path": "decision_making/daily/classification/Mobile_Price_Classification_B2/Mobile_Price_Classification_B2_002.json",
+      "bytes": 3984,
+      "sha256": "1a1bb8eb6598704d4c6a4769a01eccc692b075ae9826d4d0ce20bfe9c7f87f8a"
+    },
+    {
+      "path": "decision_making/daily/classification/Mobile_Price_Classification_B2/Mobile_Price_Classification_B2_003.json",
+      "bytes": 2805,
+      "sha256": "6cf831e097fab744219c33296a24a684669fa55bfdbdb3cae120d315c05af6a4"
+    },
+    {
+      "path": "decision_making/daily/classification/Mobile_Price_Classification_B2/Mobile_Price_Classification_B2_004.json",
+      "bytes": 2783,
+      "sha256": "93bc92fc5e5fc0d4091f06615a8ece36a3792b93b8f44c25290bbc088d444beb"
+    },
+    {
+      "path": "decision_making/daily/classification/Mobile_Price_Classification_B2/Mobile_Price_Classification_B2_005.json",
+      "bytes": 2691,
+      "sha256": "102dbaaf245e7c7a26b3a8f10ca251530781afc5d399aace7d6e5204f82bdb31"
+    },
+    {
+      "path": "decision_making/daily/classification/Mobile_Price_Classification_B2/Mobile_Price_Classification_B2_006.json",
+      "bytes": 3741,
+      "sha256": "7353244978d7e3ac0671ed71bbd95cb77bc5b2b7326924534d59487614b18978"
+    },
+    {
+      "path": "decision_making/daily/classification/Mobile_Price_Classification_B2/current.csv",
+      "bytes": 1028,
+      "sha256": "0d5a56aaea8f040aaaf71fa8c05e091f97914a1bcd26fed24196b80c2d0141c2"
+    },
+    {
+      "path": "decision_making/daily/classification/Mobile_Price_Classification_B2/history.csv",
+      "bytes": 121544,
+      "sha256": "0f455977f7fdc7d3140b72ffeac65f3254b68e41bd4a6281e99851639b5c9b97"
+    },
+    {
+      "path": "decision_making/daily/classification/Mobile_Price_Classification_B2/info.json",
+      "bytes": 3933,
+      "sha256": "759a205d4bd353012dec4f21874edf8290889cf32171bbe14783763d3167b3f6"
+    },
+    {
+      "path": "decision_making/daily/classification/Mobile_Price_Classification_B2/info_mod.json",
+      "bytes": 4302,
+      "sha256": "0dba2421e2b5d8333070ca7242deb594b86aacff2416f834c527f05575455bc1"
+    },
+    {
+      "path": "decision_making/daily/classification/Rain_in_Australia_B2/Rain_in_Australia_B2_001.json",
+      "bytes": 2878,
+      "sha256": "f848cf87e90d338deaa01c667c287c7b8087fd96725530cfc8a9e9220be2d0fc"
+    },
+    {
+      "path": "decision_making/daily/classification/Rain_in_Australia_B2/Rain_in_Australia_B2_002.json",
+      "bytes": 3953,
+      "sha256": "104bad0626266318c89713b8427fe4ae9081bfc47a94b2080e17e344fdfc7615"
+    },
+    {
+      "path": "decision_making/daily/classification/Rain_in_Australia_B2/Rain_in_Australia_B2_003.json",
+      "bytes": 4358,
+      "sha256": "e9897b3620daf781ce6aafbeff090f2604515f4f8ddcd9b1a555ffaa28cd51b1"
+    },
+    {
+      "path": "decision_making/daily/classification/Rain_in_Australia_B2/Rain_in_Australia_B2_004.json",
+      "bytes": 3125,
+      "sha256": "edfbb03d650d68fcf471196fa9aeb93c293d7c45173cc8f9f779cd91675966a5"
+    },
+    {
+      "path": "decision_making/daily/classification/Rain_in_Australia_B2/Rain_in_Australia_B2_005.json",
+      "bytes": 2831,
+      "sha256": "869820043552e68ee57922d3ad2ce49459f21cfad5263589e063b5e0b5fe18e8"
+    },
+    {
+      "path": "decision_making/daily/classification/Rain_in_Australia_B2/Rain_in_Australia_B2_006.json",
+      "bytes": 4746,
+      "sha256": "497be7d74c621e5f24fd710af488b1bd4fb4294d8f865645b6770c08b19737c8"
+    },
+    {
+      "path": "decision_making/daily/classification/Rain_in_Australia_B2/current.csv",
+      "bytes": 1871,
+      "sha256": "664a824e970c8a512902be333cf346664d1e9c1896bfc7cdc23e725e7c3a7dc3"
+    },
+    {
+      "path": "decision_making/daily/classification/Rain_in_Australia_B2/history.csv",
+      "bytes": 15599365,
+      "sha256": "0e0f32b3a8c775d7b10f318eab27b195087c8eb662e00182228909510ef3c5d3"
+    },
+    {
+      "path": "decision_making/daily/classification/Rain_in_Australia_B2/info.json",
+      "bytes": 5961,
+      "sha256": "fe6d2c45ce670521e9e8fae5f58854161edd05a15aa3bad58f2c5c8dcea29fff"
+    },
+    {
+      "path": "decision_making/daily/classification/Rain_in_Australia_B2/info_mod.json",
+      "bytes": 6014,
+      "sha256": "bfbc6647e3eb6672474178ba5911caee9458212cae4aacf13ee60e61bc92b6d5"
+    },
+    {
+      "path": "decision_making/daily/classification/Wine_Quality_Dataset_B2/Wine_Quality_Dataset_B2_001.json",
+      "bytes": 2397,
+      "sha256": "24733e09989af2b6a1ae16c88468a72ef9fc97ced7438fc1fbd18de68cfbfb62"
+    },
+    {
+      "path": "decision_making/daily/classification/Wine_Quality_Dataset_B2/Wine_Quality_Dataset_B2_002.json",
+      "bytes": 2122,
+      "sha256": "56a17b95a4d2c662341463b8adb8e30eddd86a5db58d55a399b7f102bc890569"
+    },
+    {
+      "path": "decision_making/daily/classification/Wine_Quality_Dataset_B2/Wine_Quality_Dataset_B2_003.json",
+      "bytes": 2248,
+      "sha256": "2109c83187551d1a9944ec7f82ee0be9530a9273165f4d150620c3a61c7dfee1"
+    },
+    {
+      "path": "decision_making/daily/classification/Wine_Quality_Dataset_B2/Wine_Quality_Dataset_B2_004.json",
+      "bytes": 2889,
+      "sha256": "0610c07dfa2f13469f00b595cea549d20ffe34424199b69654555b0d19f5597e"
+    },
+    {
+      "path": "decision_making/daily/classification/Wine_Quality_Dataset_B2/Wine_Quality_Dataset_B2_005.json",
+      "bytes": 2971,
+      "sha256": "23307e77fca556ede5b037c0827159a76e4ecbc328cba0bf1ebd76467531500b"
+    },
+    {
+      "path": "decision_making/daily/classification/Wine_Quality_Dataset_B2/Wine_Quality_Dataset_B2_006.json",
+      "bytes": 2968,
+      "sha256": "d6ea72f8c59e1788d7462ac548ca576e9e232c909a0029ce5679feb65fb13e25"
+    },
+    {
+      "path": "decision_making/daily/classification/Wine_Quality_Dataset_B2/current.csv",
+      "bytes": 1087,
+      "sha256": "0e37861def620838bdcc95cd99d7f82e55ddbd18f0ac65e86d2315d6e7f56c9d"
+    },
+    {
+      "path": "decision_making/daily/classification/Wine_Quality_Dataset_B2/history.csv",
+      "bytes": 70640,
+      "sha256": "ce9392d5cdd4a5f0ed49a861e8b052e13870da51693707e0c65862d700aa44fa"
+    },
+    {
+      "path": "decision_making/daily/classification/Wine_Quality_Dataset_B2/info.json",
+      "bytes": 2543,
+      "sha256": "9bc4fb2111751daf7bb718a0f99251e630ab9cb0d2dac9e06863bb526b5d2e59"
+    },
+    {
+      "path": "decision_making/daily/classification/Wine_Quality_Dataset_B2/info_mod.json",
+      "bytes": 2979,
+      "sha256": "d89cb7a55b1f3c23f5cba1686ebdb7cc95b5943838438ca3d43048f005f5d080"
+    },
+    {
+      "path": "decision_making/daily/regression/100000_UK_Used_Car_Data_set_B2/100000_UK_Used_Car_Data_set_B2_001.json",
+      "bytes": 1761,
+      "sha256": "c8d0c265ab3d36e8d8b12c86d9af40a7c435601835172a31d480a485135c01a4"
+    },
+    {
+      "path": "decision_making/daily/regression/100000_UK_Used_Car_Data_set_B2/100000_UK_Used_Car_Data_set_B2_002.json",
+      "bytes": 2357,
+      "sha256": "2fb9426d4d820dde659314cc750396f17eb9f0405f5599c75c9791e995e3383e"
+    },
+    {
+      "path": "decision_making/daily/regression/100000_UK_Used_Car_Data_set_B2/100000_UK_Used_Car_Data_set_B2_003.json",
+      "bytes": 1877,
+      "sha256": "35c543cd624faeac328655ddbf74e83ff54552b480e49792f4c4856836168ddd"
+    },
+    {
+      "path": "decision_making/daily/regression/100000_UK_Used_Car_Data_set_B2/100000_UK_Used_Car_Data_set_B2_004.json",
+      "bytes": 2285,
+      "sha256": "1a64b8dd800d130f8b58622ab2d930742029209fa9923541426306f2b6636c56"
+    },
+    {
+      "path": "decision_making/daily/regression/100000_UK_Used_Car_Data_set_B2/100000_UK_Used_Car_Data_set_B2_005.json",
+      "bytes": 1829,
+      "sha256": "ae40cfda76682da234e09bedc3aa7f966cfcf1d199af32e27b246dd2d0f375b7"
+    },
+    {
+      "path": "decision_making/daily/regression/100000_UK_Used_Car_Data_set_B2/100000_UK_Used_Car_Data_set_B2_006.json",
+      "bytes": 2316,
+      "sha256": "92a7cb39b377a5fd86f43d8d111a4b65a9b58002570329b3c87527b369d8f00c"
+    },
+    {
+      "path": "decision_making/daily/regression/100000_UK_Used_Car_Data_set_B2/current.csv",
+      "bytes": 945,
+      "sha256": "f8aa286e4abf5afe32c96f956097cc94a09a8ea13fb226ae59a83425eac88ff9"
+    },
+    {
+      "path": "decision_making/daily/regression/100000_UK_Used_Car_Data_set_B2/history.csv",
+      "bytes": 5847994,
+      "sha256": "d9a4292796ccd9994ab85c0b547481d14eadeb464d8bd8c52f4ad172b6f7ce04"
+    },
+    {
+      "path": "decision_making/daily/regression/100000_UK_Used_Car_Data_set_B2/info.json",
+      "bytes": 8681,
+      "sha256": "8012522abda8ad58f216065779b3edf6a34f4c2061fe8b728333f9789b864114"
+    },
+    {
+      "path": "decision_making/daily/regression/100000_UK_Used_Car_Data_set_B2/info_mod.json",
+      "bytes": 4821,
+      "sha256": "6c24442eff45629ba8ee3d629d03a3db6b25f83f8996767ec33d757d98798687"
+    },
+    {
+      "path": "decision_making/daily/regression/Chocolate_Bar_Ratings_B2/Chocolate_Bar_Ratings_B2_001.json",
+      "bytes": 2054,
+      "sha256": "e77cc80e82b3d38fa6e2d1ba5f38c4205fa257f2ebc3ce57c35625203891c04b"
+    },
+    {
+      "path": "decision_making/daily/regression/Chocolate_Bar_Ratings_B2/Chocolate_Bar_Ratings_B2_002.json",
+      "bytes": 2227,
+      "sha256": "ae3d7ff6d7af1b394668949e3f18a16e6fb66df86bf151f1235759dd01f12d94"
+    },
+    {
+      "path": "decision_making/daily/regression/Chocolate_Bar_Ratings_B2/Chocolate_Bar_Ratings_B2_003.json",
+      "bytes": 2491,
+      "sha256": "b8eeac2fe881d74637f1ee7cab207f96e6bc895afffda5010fa95e0b0334bf4a"
+    },
+    {
+      "path": "decision_making/daily/regression/Chocolate_Bar_Ratings_B2/Chocolate_Bar_Ratings_B2_004.json",
+      "bytes": 2766,
+      "sha256": "c2e1149bb1b1bf8f8d9edae850784375be0a0da411a11041efef1332fb60482d"
+    },
+    {
+      "path": "decision_making/daily/regression/Chocolate_Bar_Ratings_B2/Chocolate_Bar_Ratings_B2_005.json",
+      "bytes": 1967,
+      "sha256": "981d0ecf7168178e92dc0e58c6ad1191c9964ebc58debe4cf64368c9402abb2d"
+    },
+    {
+      "path": "decision_making/daily/regression/Chocolate_Bar_Ratings_B2/Chocolate_Bar_Ratings_B2_006.json",
+      "bytes": 2165,
+      "sha256": "7edd0fece2b282ec1c9292208a3a71c922e063570fd6a7526bedbdf7fe710926"
+    },
+    {
+      "path": "decision_making/daily/regression/Chocolate_Bar_Ratings_B2/current.csv",
+      "bytes": 1218,
+      "sha256": "fd2e732eac31e41c2167877a82a081098bd620afde36fab65575aabecea4fa21"
+    },
+    {
+      "path": "decision_making/daily/regression/Chocolate_Bar_Ratings_B2/history.csv",
+      "bytes": 127576,
+      "sha256": "7a989b9729e14892e7915a179d1f985fb5047bef385eedf26d366cc04975c0a4"
+    },
+    {
+      "path": "decision_making/daily/regression/Chocolate_Bar_Ratings_B2/info.json",
+      "bytes": 8433,
+      "sha256": "8024ece9c91279645de45e9a5a0fc5a918e3dfd6b647e97cf6c8d7e22cc7cca0"
+    },
+    {
+      "path": "decision_making/daily/regression/Chocolate_Bar_Ratings_B2/info_mod.json",
+      "bytes": 5187,
+      "sha256": "c8ced0ad72acc9703101c97be5af8b7791fa833cfb4f7bbd55f92f96e719a052"
+    },
+    {
+      "path": "decision_making/daily/regression/Global_YouTube_Statistics_2023_B2/Global_YouTube_Statistics_2023_B2_001.json",
+      "bytes": 6591,
+      "sha256": "7b7619dbf3ab4c184c28ec7cdb9eaa20cd9bdd88e28270d336196e9e7fdbda75"
+    },
+    {
+      "path": "decision_making/daily/regression/Global_YouTube_Statistics_2023_B2/Global_YouTube_Statistics_2023_B2_002.json",
+      "bytes": 6388,
+      "sha256": "5d32938a48ef221adaf87c7a4c7f388e8686ff993c95570e376c753e1cd7a34d"
+    },
+    {
+      "path": "decision_making/daily/regression/Global_YouTube_Statistics_2023_B2/Global_YouTube_Statistics_2023_B2_003.json",
+      "bytes": 5788,
+      "sha256": "432eb4ef72e9d6f595e2ab741b35fbe9423d19fefa8ae6fcbef87027351a73d4"
+    },
+    {
+      "path": "decision_making/daily/regression/Global_YouTube_Statistics_2023_B2/Global_YouTube_Statistics_2023_B2_004.json",
+      "bytes": 6501,
+      "sha256": "90f26e2633c1f23e331ee657c2313ae39372f3bd38caf549a3096f8c9a4f9faa"
+    },
+    {
+      "path": "decision_making/daily/regression/Global_YouTube_Statistics_2023_B2/Global_YouTube_Statistics_2023_B2_005.json",
+      "bytes": 6307,
+      "sha256": "a9aa5f049ab3e73e5a6c97b2800e8f924555326b4b3acde24a40c457b8500129"
+    },
+    {
+      "path": "decision_making/daily/regression/Global_YouTube_Statistics_2023_B2/Global_YouTube_Statistics_2023_B2_006.json",
+      "bytes": 4185,
+      "sha256": "c23c268c28b2b17b796d89955ca40cf0bb157dffbc769aeb9a14f6f3b31d8f05"
+    },
+    {
+      "path": "decision_making/daily/regression/Global_YouTube_Statistics_2023_B2/current.csv",
+      "bytes": 4462,
+      "sha256": "679724d778be0e4e035233574e9009689f75e6e506428c31dc488f579e647f52"
+    },
+    {
+      "path": "decision_making/daily/regression/Global_YouTube_Statistics_2023_B2/history.csv",
+      "bytes": 218885,
+      "sha256": "82661e483b38d0f9be4df249d6c581fe919fb21b41c0320fea6896d1af5c9cbd"
+    },
+    {
+      "path": "decision_making/daily/regression/Global_YouTube_Statistics_2023_B2/info.json",
+      "bytes": 6810,
+      "sha256": "6c72aac27068ac6696747004621d7867cbc512520e13a57074f010663fdd03f0"
+    },
+    {
+      "path": "decision_making/daily/regression/Global_YouTube_Statistics_2023_B2/info_mod.json",
+      "bytes": 8989,
+      "sha256": "59fd4daff6a98aeca24b9590e9d09b39e855bee4805cd04f5ec2d46bf2bd6e45"
+    },
+    {
+      "path": "decision_making/daily/regression/Gun_Violence_Data_B2/Gun_Violence_Data_B2_001.json",
+      "bytes": 5028,
+      "sha256": "173cd5b4be66f2be8f5d438a59b9160300ae15549981184bf246c6e5e089f472"
+    },
+    {
+      "path": "decision_making/daily/regression/Gun_Violence_Data_B2/Gun_Violence_Data_B2_002.json",
+      "bytes": 5168,
+      "sha256": "f917b6a3fc7e1c3fc27f731228fa4a2d48376edb6aa5ea2d2244d83c096f156e"
+    },
+    {
+      "path": "decision_making/daily/regression/Gun_Violence_Data_B2/Gun_Violence_Data_B2_003.json",
+      "bytes": 4823,
+      "sha256": "9a6415d4e62a784e7a887d126bbf1a25abfb2c7dffc1846643dc6de859d40368"
+    },
+    {
+      "path": "decision_making/daily/regression/Gun_Violence_Data_B2/Gun_Violence_Data_B2_004.json",
+      "bytes": 4791,
+      "sha256": "ffb595b6f05cd6523c8bb068ae448ab455f00457264a9cc29fc772a0a59feb7f"
+    },
+    {
+      "path": "decision_making/daily/regression/Gun_Violence_Data_B2/Gun_Violence_Data_B2_005.json",
+      "bytes": 4668,
+      "sha256": "66a3b5ba2aebff8d5fa893ef2ef37fbda294c10e0911e02beb54ab8051e3c2d4"
+    },
+    {
+      "path": "decision_making/daily/regression/Gun_Violence_Data_B2/Gun_Violence_Data_B2_006.json",
+      "bytes": 4990,
+      "sha256": "7fd8d3770545b2651af983f603c84ee18e15830f2ce5e4fc8e7e6456ecf3deb1"
+    },
+    {
+      "path": "decision_making/daily/regression/Gun_Violence_Data_B2/current.csv",
+      "bytes": 48236,
+      "sha256": "053def83760ec443cf5313a613e26c5a6bd7f57f8826b81ed07a372db3b14d7d"
+    },
+    {
+      "path": "decision_making/daily/regression/Gun_Violence_Data_B2/history.csv",
+      "bytes": 150985166,
+      "sha256": "b568174928b7e8d0ce589cf8ec54f82209852b43189a2dc352eefd51953ed806"
+    },
+    {
+      "path": "decision_making/daily/regression/Gun_Violence_Data_B2/info.json",
+      "bytes": 5426,
+      "sha256": "b87756791a311822adf9a645b4356bb76386fff3ff7c3d18768a345871ff8ecb"
+    },
+    {
+      "path": "decision_making/daily/regression/Gun_Violence_Data_B2/info_mod.json",
+      "bytes": 17346,
+      "sha256": "d605f908b514265d6c1d71fbee869146f652f8e3be9d3535b0f296c217b4de58"
+    },
+    {
+      "path": "decision_making/daily/regression/Student_Performance_Factors_B2/Student_Performance_Factors_B2_001.json",
+      "bytes": 3453,
+      "sha256": "a90559256905b5eed2b015d494b98848d269f5eae889b789eaa579f8db4eacaa"
+    },
+    {
+      "path": "decision_making/daily/regression/Student_Performance_Factors_B2/Student_Performance_Factors_B2_002.json",
+      "bytes": 4685,
+      "sha256": "d6195fd237d6d2c1b3cd3eff9ace9f092724fbed086f8cec3d163b6ad89df11c"
+    },
+    {
+      "path": "decision_making/daily/regression/Student_Performance_Factors_B2/Student_Performance_Factors_B2_003.json",
+      "bytes": 3493,
+      "sha256": "c098a4d3a80b5c3d18787d4906422e23d468887342e5447fd7897b395117ff11"
+    },
+    {
+      "path": "decision_making/daily/regression/Student_Performance_Factors_B2/Student_Performance_Factors_B2_004.json",
+      "bytes": 3423,
+      "sha256": "15b20149ada44890d839e7f3060e24e7abab4d698f8c908caeef15436833181e"
+    },
+    {
+      "path": "decision_making/daily/regression/Student_Performance_Factors_B2/Student_Performance_Factors_B2_005.json",
+      "bytes": 4756,
+      "sha256": "eb6f395886592afd779b8a6486a62a8c7c9bfe96d7e1dccda17f327d0f2e4aa3"
+    },
+    {
+      "path": "decision_making/daily/regression/Student_Performance_Factors_B2/Student_Performance_Factors_B2_006.json",
+      "bytes": 3494,
+      "sha256": "2b669f8cd655af4efefc8a2204c70e81ad6823069cb00499a162a96450c11015"
+    },
+    {
+      "path": "decision_making/daily/regression/Student_Performance_Factors_B2/current.csv",
+      "bytes": 1678,
+      "sha256": "0721bf46464ca92aa3eecef5661ba08826b5750cdb9c5175dc0a70736e2aa3e9"
+    },
+    {
+      "path": "decision_making/daily/regression/Student_Performance_Factors_B2/history.csv",
+      "bytes": 632664,
+      "sha256": "1b9c639c415c923b4e4c643a4ca9e4d0fd1409f8ec6f77cce29923f053bae39c"
+    },
+    {
+      "path": "decision_making/daily/regression/Student_Performance_Factors_B2/info.json",
+      "bytes": 4606,
+      "sha256": "e043dce5b03ce6da8d77064b5697bd5d3e8ef6a221fde58e2cc064c6b88f0d12"
+    },
+    {
+      "path": "decision_making/daily/regression/Student_Performance_Factors_B2/info_mod.json",
+      "bytes": 5611,
+      "sha256": "cb138cfce3d24e4184d77b7d315990cc939d60443c7bb1cb8bcbe63831d5450d"
+    },
+    {
+      "path": "decision_making/finance/classification/Credit_Card_customers_B2/Credit_Card_customers_B2_001.json",
+      "bytes": 5057,
+      "sha256": "a50c21477d1f7b0904e4b0d5a70b44939eb7ef2d2055a28549886f704e700726"
+    },
+    {
+      "path": "decision_making/finance/classification/Credit_Card_customers_B2/Credit_Card_customers_B2_002.json",
+      "bytes": 4891,
+      "sha256": "488736e545b93a4ee9ee4c1f7c384c8d5c715c0f21398e95750b9040846d4c43"
+    },
+    {
+      "path": "decision_making/finance/classification/Credit_Card_customers_B2/Credit_Card_customers_B2_003.json",
+      "bytes": 4404,
+      "sha256": "94d55713c171af47f6b0a3e4b76fc632759daf146f96b4a13d360a409533e1aa"
+    },
+    {
+      "path": "decision_making/finance/classification/Credit_Card_customers_B2/Credit_Card_customers_B2_004.json",
+      "bytes": 3666,
+      "sha256": "8cde74d21558b90ff09c1bb3c68c3a3c962b5ad881af9b8156177650d806ad34"
+    },
+    {
+      "path": "decision_making/finance/classification/Credit_Card_customers_B2/Credit_Card_customers_B2_005.json",
+      "bytes": 4511,
+      "sha256": "1c159ed858ad9ba19c796113415ecd69f8711ac37ce69cd9c55dd7c3b5f850c7"
+    },
+    {
+      "path": "decision_making/finance/classification/Credit_Card_customers_B2/Credit_Card_customers_B2_006.json",
+      "bytes": 3739,
+      "sha256": "fdba5bb9e5662c94f2a7b56331248e656fa749f6c150556480b602a481b003b4"
+    },
+    {
+      "path": "decision_making/finance/classification/Credit_Card_customers_B2/current.csv",
+      "bytes": 2341,
+      "sha256": "8378ec0103c299e4ae4f348826f075e7d0d4ee526766989ec2d9e5ccf3c0d1f6"
+    },
+    {
+      "path": "decision_making/finance/classification/Credit_Card_customers_B2/history.csv",
+      "bytes": 1242569,
+      "sha256": "f374a08f5efbbf2851fb1a0fb8f6650633d5fefc1a7b1cdc23b6d5acb95392ac"
+    },
+    {
+      "path": "decision_making/finance/classification/Credit_Card_customers_B2/info.json",
+      "bytes": 6028,
+      "sha256": "9dfa13fe83957dec71067b727efe5a5069dc7a165438b2f8cce74398e1d9851e"
+    },
+    {
+      "path": "decision_making/finance/classification/Credit_Card_customers_B2/info_mod.json",
+      "bytes": 5855,
+      "sha256": "436665ab2b7591d61e04c4259aa7d2151ddb831429587e990365d02c185f3eeb"
+    },
+    {
+      "path": "decision_making/finance/classification/Default_of_Credit_Card_Clients_Dataset_B2/Default_of_Credit_Card_Clients_Dataset_B2_001.json",
+      "bytes": 4451,
+      "sha256": "98ef423efff0ffdeac12e4b30fce7138d4d80bd617799a35d985c0d24c2a8dcb"
+    },
+    {
+      "path": "decision_making/finance/classification/Default_of_Credit_Card_Clients_Dataset_B2/Default_of_Credit_Card_Clients_Dataset_B2_002.json",
+      "bytes": 3200,
+      "sha256": "db061e9709ce3b6f9098de9d428565796143f22603963be5999147ba83836756"
+    },
+    {
+      "path": "decision_making/finance/classification/Default_of_Credit_Card_Clients_Dataset_B2/Default_of_Credit_Card_Clients_Dataset_B2_003.json",
+      "bytes": 4740,
+      "sha256": "6d6933ca80e99bf1cee472d97b57b1115c369604eba623a2ce1ac281b8be20ca"
+    },
+    {
+      "path": "decision_making/finance/classification/Default_of_Credit_Card_Clients_Dataset_B2/Default_of_Credit_Card_Clients_Dataset_B2_004.json",
+      "bytes": 4654,
+      "sha256": "ece7acd364a051e2a7c223a7d1a2707ee2a7ea047b456cef71e40a03dd9bda35"
+    },
+    {
+      "path": "decision_making/finance/classification/Default_of_Credit_Card_Clients_Dataset_B2/Default_of_Credit_Card_Clients_Dataset_B2_005.json",
+      "bytes": 4004,
+      "sha256": "49bdd97e23a34de970be318cbb7bcc70cd1f2aaff1accdb65a88c3034f4840d6"
+    },
+    {
+      "path": "decision_making/finance/classification/Default_of_Credit_Card_Clients_Dataset_B2/Default_of_Credit_Card_Clients_Dataset_B2_006.json",
+      "bytes": 4893,
+      "sha256": "dbb512a6303c8bc66366a9b8845450a42131d82597b6a295040cbaab5ef12128"
+    },
+    {
+      "path": "decision_making/finance/classification/Default_of_Credit_Card_Clients_Dataset_B2/current.csv",
+      "bytes": 2109,
+      "sha256": "73070100172ed240aa1a34106e44f623231c4bbabab834b2710b0f336c3660fa"
+    },
+    {
+      "path": "decision_making/finance/classification/Default_of_Credit_Card_Clients_Dataset_B2/history.csv",
+      "bytes": 3645316,
+      "sha256": "39a10c6d66ae078c5f54fb95ad9772482417b202ca18b845ed8dea728b5731a8"
+    },
+    {
+      "path": "decision_making/finance/classification/Default_of_Credit_Card_Clients_Dataset_B2/info.json",
+      "bytes": 4870,
+      "sha256": "6db427eba17dd9d24753af89182c6f542b393491f957cfb160561587efa2cd07"
+    },
+    {
+      "path": "decision_making/finance/classification/Default_of_Credit_Card_Clients_Dataset_B2/info_mod.json",
+      "bytes": 5502,
+      "sha256": "4c8be20ecdc39b6b9016aabf6d7b4f4b65039f6064042c60a99670d3dc0b4120"
+    },
+    {
+      "path": "decision_making/finance/classification/Health_Insurance_Cross_Sell_Prediction_B2/Health_Insurance_Cross_Sell_Prediction_B2_001.json",
+      "bytes": 2259,
+      "sha256": "8868902cfed6844a8f0e9610adbd5b36d32a7141579d0c7006cb19846c55f2c6"
+    },
+    {
+      "path": "decision_making/finance/classification/Health_Insurance_Cross_Sell_Prediction_B2/Health_Insurance_Cross_Sell_Prediction_B2_002.json",
+      "bytes": 2078,
+      "sha256": "e1655d8e3599a5814a737eecac3bc1172b5911bd9de24e9ebf13f139301a9652"
+    },
+    {
+      "path": "decision_making/finance/classification/Health_Insurance_Cross_Sell_Prediction_B2/Health_Insurance_Cross_Sell_Prediction_B2_003.json",
+      "bytes": 2097,
+      "sha256": "640b9da77827720ced213dd2e996b3a409eea1c3e721882e03e9c2b13085c746"
+    },
+    {
+      "path": "decision_making/finance/classification/Health_Insurance_Cross_Sell_Prediction_B2/Health_Insurance_Cross_Sell_Prediction_B2_004.json",
+      "bytes": 2402,
+      "sha256": "44c7dbaf5cc6c29e24f84307a1f3592b145f83f8fb5bba6766bc56838d4f4f14"
+    },
+    {
+      "path": "decision_making/finance/classification/Health_Insurance_Cross_Sell_Prediction_B2/Health_Insurance_Cross_Sell_Prediction_B2_005.json",
+      "bytes": 2805,
+      "sha256": "4a56fab5eeead44922b289d37de99c67f6c2073af42fe3da141b1ca6bef4503f"
+    },
+    {
+      "path": "decision_making/finance/classification/Health_Insurance_Cross_Sell_Prediction_B2/Health_Insurance_Cross_Sell_Prediction_B2_006.json",
+      "bytes": 2428,
+      "sha256": "79cb71338d5104dc108e7ad046f732757287e277f3958b8d2f48cc85aff8b29b"
+    },
+    {
+      "path": "decision_making/finance/classification/Health_Insurance_Cross_Sell_Prediction_B2/current.csv",
+      "bytes": 822,
+      "sha256": "b6348ce036e53abb464b2002fc15c920785b2348a1b987985fb485883fe89dd3"
+    },
+    {
+      "path": "decision_making/finance/classification/Health_Insurance_Cross_Sell_Prediction_B2/history.csv",
+      "bytes": 21431512,
+      "sha256": "176931e31c3d1fa3f8c090a27d0ed2500fea84baa2732088906de3c43f9e200c"
+    },
+    {
+      "path": "decision_making/finance/classification/Health_Insurance_Cross_Sell_Prediction_B2/info.json",
+      "bytes": 2849,
+      "sha256": "919dd1bc9db3923e30d61f89b5a7f060859c58410d4bdc0108afe3108c298108"
+    },
+    {
+      "path": "decision_making/finance/classification/Health_Insurance_Cross_Sell_Prediction_B2/info_mod.json",
+      "bytes": 3315,
+      "sha256": "a60ead2b0abe8abb6fcef0c77aeb1cde20077a6ffbf6e2e0897752a2a03b5062"
+    },
+    {
+      "path": "decision_making/finance/regression/Bitcoin_Historical_Data_B2/Bitcoin_Historical_Data_B2_001.json",
+      "bytes": 1938,
+      "sha256": "d77a509f46b03a1d4127300b00ad31e0d2c6de4a82956b732e5eeacc52d03892"
+    },
+    {
+      "path": "decision_making/finance/regression/Bitcoin_Historical_Data_B2/Bitcoin_Historical_Data_B2_002.json",
+      "bytes": 1523,
+      "sha256": "ae17a2b3f721ac6a93afe1034f8347be144ee062b2a4137f31f6389203a406ad"
+    },
+    {
+      "path": "decision_making/finance/regression/Bitcoin_Historical_Data_B2/Bitcoin_Historical_Data_B2_003.json",
+      "bytes": 1995,
+      "sha256": "1d5d61548e902ec83a0514adf2c4959823e6ee4b983ddbcf4fc54f0226587fc7"
+    },
+    {
+      "path": "decision_making/finance/regression/Bitcoin_Historical_Data_B2/Bitcoin_Historical_Data_B2_004.json",
+      "bytes": 2088,
+      "sha256": "26abbf0fe429b044a2b883b18398ce0fe5f48e7f85163dfe5f17c01f7e827b37"
+    },
+    {
+      "path": "decision_making/finance/regression/Bitcoin_Historical_Data_B2/Bitcoin_Historical_Data_B2_005.json",
+      "bytes": 1951,
+      "sha256": "22f1cce15e75feef72ec88188acb2c34b12086e54c15ac983143f420fdf278d2"
+    },
+    {
+      "path": "decision_making/finance/regression/Bitcoin_Historical_Data_B2/Bitcoin_Historical_Data_B2_006.json",
+      "bytes": 1914,
+      "sha256": "e2c73c6d75f03fa8f2130f13439f1ec4186a3fe163c613b67de5594af1a55529"
+    },
+    {
+      "path": "decision_making/finance/regression/Bitcoin_Historical_Data_B2/current.csv",
+      "bytes": 1004,
+      "sha256": "b98f3d1dbcfc441c7366d80bc4d768c8f927c185872dc111db21105520588b0f"
+    },
+    {
+      "path": "decision_making/finance/regression/Bitcoin_Historical_Data_B2/history.csv",
+      "bytes": 520560,
+      "sha256": "72397d222687fc1eb0cd3c693c44185b0d4ab248a59b62ae5619abad09cafd5a"
+    },
+    {
+      "path": "decision_making/finance/regression/Bitcoin_Historical_Data_B2/info.json",
+      "bytes": 1826,
+      "sha256": "5fa8bf28d15ac886014ee74317f8f24639a73bd2fcd5627d7855d7d77d79626b"
+    },
+    {
+      "path": "decision_making/finance/regression/Bitcoin_Historical_Data_B2/info_mod.json",
+      "bytes": 1859,
+      "sha256": "8c5c99369b93f54eb67d55fabf310850ad858346cc3c84feb1c2c4c926accf0c"
+    },
+    {
+      "path": "decision_making/finance/regression/California_Housing_Prices_B2/California_Housing_Prices_B2_001.json",
+      "bytes": 2560,
+      "sha256": "331f7fe8be6773989219e7903577be0033b1d756de44e92773816d225cb62578"
+    },
+    {
+      "path": "decision_making/finance/regression/California_Housing_Prices_B2/California_Housing_Prices_B2_002.json",
+      "bytes": 3025,
+      "sha256": "3a5c73d669f6c15b7004636f94a121b2ff381371257356348f0d20d94ea1c6e4"
+    },
+    {
+      "path": "decision_making/finance/regression/California_Housing_Prices_B2/California_Housing_Prices_B2_003.json",
+      "bytes": 2105,
+      "sha256": "725c554fc6db27a8a6a294b831a95ea10dddf2ec88c2a59cc13af092d671bb7e"
+    },
+    {
+      "path": "decision_making/finance/regression/California_Housing_Prices_B2/California_Housing_Prices_B2_004.json",
+      "bytes": 2371,
+      "sha256": "43ca6b9c2faef45a1e3953773bb3a8d5cc171e44164054f97de6ddfbb1a95365"
+    },
+    {
+      "path": "decision_making/finance/regression/California_Housing_Prices_B2/California_Housing_Prices_B2_005.json",
+      "bytes": 2992,
+      "sha256": "0c66b07f713800a20d0ccac4131414a3e4bfce74dea9771ec59ad2f743252d4e"
+    },
+    {
+      "path": "decision_making/finance/regression/California_Housing_Prices_B2/California_Housing_Prices_B2_006.json",
+      "bytes": 2917,
+      "sha256": "a825827bc062b8e92bdcd2ec86c478ade0ea16929d7e7580fa6dc8eecfbf837b"
+    },
+    {
+      "path": "decision_making/finance/regression/California_Housing_Prices_B2/current.csv",
+      "bytes": 1177,
+      "sha256": "740c1a59aef154bc932c96e31b1cdd8a7d987b184b6ff16b5344a1280fd74923"
+    },
+    {
+      "path": "decision_making/finance/regression/California_Housing_Prices_B2/history.csv",
+      "bytes": 1422488,
+      "sha256": "2d3c8710598bf6f0655039378b95448360748f7822d5231cdc181de5bb6d64eb"
+    },
+    {
+      "path": "decision_making/finance/regression/California_Housing_Prices_B2/info.json",
+      "bytes": 2675,
+      "sha256": "f39622b870771beedac8edde19e62dd3f4d9523c2b28f6c9626140366b4168e1"
+    },
+    {
+      "path": "decision_making/finance/regression/California_Housing_Prices_B2/info_mod.json",
+      "bytes": 2860,
+      "sha256": "8fa2b2d90ea43c09e8be16d7aa3e911b5b739de4e53af2b62dcb1bc7571216c6"
+    },
+    {
+      "path": "decision_making/finance/regression/Campus_Recruitment_B2/Campus_Recruitment_B2_001.json",
+      "bytes": 2575,
+      "sha256": "227e517316469e7c862e0da267059ce39a90285268afffae4698f4cf36388019"
+    },
+    {
+      "path": "decision_making/finance/regression/Campus_Recruitment_B2/Campus_Recruitment_B2_002.json",
+      "bytes": 2440,
+      "sha256": "b904691e63ce9bd559f1201de201072905467ebfdb75a1fa17959dd82857f94e"
+    },
+    {
+      "path": "decision_making/finance/regression/Campus_Recruitment_B2/Campus_Recruitment_B2_003.json",
+      "bytes": 3510,
+      "sha256": "2aeffe89c7c2e7970e25f6fe01dfd5333972caa6684f6b834decec2b2ce9794e"
+    },
+    {
+      "path": "decision_making/finance/regression/Campus_Recruitment_B2/Campus_Recruitment_B2_004.json",
+      "bytes": 3716,
+      "sha256": "af71e60f8321466d74b85416a04e6ce278f465368211f793aa0db2ace8669ae6"
+    },
+    {
+      "path": "decision_making/finance/regression/Campus_Recruitment_B2/Campus_Recruitment_B2_005.json",
+      "bytes": 2613,
+      "sha256": "833c7d4bc4a1a80bc83786f799ccd185c92901f747db1c9dac73dc4b125d9502"
+    },
+    {
+      "path": "decision_making/finance/regression/Campus_Recruitment_B2/Campus_Recruitment_B2_006.json",
+      "bytes": 3406,
+      "sha256": "a5b9e5cb7e17a53fd054fe3831595b942e7fcb915b017597c5764dce1de7e2e6"
+    },
+    {
+      "path": "decision_making/finance/regression/Campus_Recruitment_B2/current.csv",
+      "bytes": 1483,
+      "sha256": "98ea32ab8540b49b55b4ad206b3c06ed2c566b2ceb2da7ddf50a26e62e476aa5"
+    },
+    {
+      "path": "decision_making/finance/regression/Campus_Recruitment_B2/history.csv",
+      "bytes": 18161,
+      "sha256": "cb278522dbd0ac6fe73b6773a84ec83cbe07502bf83af6201870810751326d62"
+    },
+    {
+      "path": "decision_making/finance/regression/Campus_Recruitment_B2/info.json",
+      "bytes": 3191,
+      "sha256": "854713a9ff97c022a6fcedbfce51874daae6b3dca5aafee44ff95d215b2a0756"
+    },
+    {
+      "path": "decision_making/finance/regression/Campus_Recruitment_B2/info_mod.json",
+      "bytes": 3640,
+      "sha256": "738622b681e7cc6bc8622151bcb3c8f42eb6f34f078322982d8a94ea199e6e9d"
+    },
+    {
+      "path": "decision_making/finance/regression/Diamonds_B2/Diamonds_B2_001.json",
+      "bytes": 1883,
+      "sha256": "d5f761f8f0bd870bd9ab010a199524f7ccee8c2f5b1273b3d60028c391cea13b"
+    },
+    {
+      "path": "decision_making/finance/regression/Diamonds_B2/Diamonds_B2_002.json",
+      "bytes": 2426,
+      "sha256": "20811faa7e58e197fc07804c2ded9b90cd202a1811198c46752f8334d11784c2"
+    },
+    {
+      "path": "decision_making/finance/regression/Diamonds_B2/Diamonds_B2_003.json",
+      "bytes": 2376,
+      "sha256": "7db0c3991c46176a2fd377185db7b26fe80a76a8eaa318cec86c8d4a64c63afb"
+    },
+    {
+      "path": "decision_making/finance/regression/Diamonds_B2/Diamonds_B2_004.json",
+      "bytes": 2318,
+      "sha256": "e34556d93ff13d5b47be4ad773f6429c7f685662a85b1986f0c16fb001b4aed8"
+    },
+    {
+      "path": "decision_making/finance/regression/Diamonds_B2/Diamonds_B2_005.json",
+      "bytes": 2030,
+      "sha256": "781880d55b58b41a320f38806808f150845c75588d1c400fa89cd9101698e2a1"
+    },
+    {
+      "path": "decision_making/finance/regression/Diamonds_B2/Diamonds_B2_006.json",
+      "bytes": 2029,
+      "sha256": "249e399878f379cff8b546192847ab3d934c6e2d0367d602688c54bd63a01d75"
+    },
+    {
+      "path": "decision_making/finance/regression/Diamonds_B2/current.csv",
+      "bytes": 866,
+      "sha256": "82cf88498f082fa8f623c542b97da35b008eeff59093c85ff03001dee3019306"
+    },
+    {
+      "path": "decision_making/finance/regression/Diamonds_B2/history.csv",
+      "bytes": 2883643,
+      "sha256": "e9ba039af7c380c05ebde18b72470734b383fcb446fcca3125c287c4bfeee641"
+    },
+    {
+      "path": "decision_making/finance/regression/Diamonds_B2/info.json",
+      "bytes": 2428,
+      "sha256": "415d1de1cceead659ee764c3c44162bb6ec803807c55d9887062e84ddcef3fc4"
+    },
+    {
+      "path": "decision_making/finance/regression/Diamonds_B2/info_mod.json",
+      "bytes": 2614,
+      "sha256": "681900b3f2f3ec0331dc3e58b3e90d2f34313c630df191b3aa6de33b071f3f4f"
+    },
+    {
+      "path": "decision_making/finance/regression/House_Sales_in_King_County_USA_B2/House_Sales_in_King_County_USA_B2_001.json",
+      "bytes": 3386,
+      "sha256": "607325be8bd2bf812757f0ff7cf3c32fe8f9eac0f12e6eb9ee4fc97ca4d9aba3"
+    },
+    {
+      "path": "decision_making/finance/regression/House_Sales_in_King_County_USA_B2/House_Sales_in_King_County_USA_B2_002.json",
+      "bytes": 3274,
+      "sha256": "1d0140fe97bbbad9577ae5829da85588b7ff520403f0f97b951decdeaafec5ce"
+    },
+    {
+      "path": "decision_making/finance/regression/House_Sales_in_King_County_USA_B2/House_Sales_in_King_County_USA_B2_003.json",
+      "bytes": 3904,
+      "sha256": "bd9680b894f1c6b07a40e0ee745dcfa7cafbef83c060708b16013131bf490964"
+    },
+    {
+      "path": "decision_making/finance/regression/House_Sales_in_King_County_USA_B2/House_Sales_in_King_County_USA_B2_004.json",
+      "bytes": 4057,
+      "sha256": "48bf01035f9b8ec7734887dfbd7b3fd052ffb16f85f1b0a4181d647639f0dfd3"
+    },
+    {
+      "path": "decision_making/finance/regression/House_Sales_in_King_County_USA_B2/House_Sales_in_King_County_USA_B2_005.json",
+      "bytes": 4702,
+      "sha256": "70842cbae391696d50b05d50dc9d02527ef7ccc8f47ee6485b4dd8e4a17f9d98"
+    },
+    {
+      "path": "decision_making/finance/regression/House_Sales_in_King_County_USA_B2/House_Sales_in_King_County_USA_B2_006.json",
+      "bytes": 3638,
+      "sha256": "48e83b342380206db61bff89111cb9db120acd3efbba28918cc4a979d6e14b08"
+    },
+    {
+      "path": "decision_making/finance/regression/House_Sales_in_King_County_USA_B2/current.csv",
+      "bytes": 1897,
+      "sha256": "73ed315ac762f6a4a77afa261f46a2e0090c3dea6c1b331bc10776813ad96fe3"
+    },
+    {
+      "path": "decision_making/finance/regression/House_Sales_in_King_County_USA_B2/history.csv",
+      "bytes": 2430504,
+      "sha256": "96e02a57851bbd0cf205bbddcf6f6c157f092fed9d3974e7854a4cbe4b184a6d"
+    },
+    {
+      "path": "decision_making/finance/regression/House_Sales_in_King_County_USA_B2/info.json",
+      "bytes": 3730,
+      "sha256": "e744a37cd8b8e9df298573fd04f795f746383af45c9463a3f873f4ae89fde5ac"
+    },
+    {
+      "path": "decision_making/finance/regression/House_Sales_in_King_County_USA_B2/info_mod.json",
+      "bytes": 4435,
+      "sha256": "bf301510f1673166ba4ad126cb17bd33465e538b9674b01f71399a0c4398c0a4"
+    },
+    {
+      "path": "decision_making/finance/regression/Mall_Customer_Segmentation_Data_B2/Mall_Customer_Segmentation_Data_B2_001.json",
+      "bytes": 1824,
+      "sha256": "d7d9ff65953210a396f74eb122fe1e14d4979eacfdf1ed41f5c285d49e4ac969"
+    },
+    {
+      "path": "decision_making/finance/regression/Mall_Customer_Segmentation_Data_B2/Mall_Customer_Segmentation_Data_B2_002.json",
+      "bytes": 1774,
+      "sha256": "249efed9da32b46693c564ad8c2341d8f273f7db9c524116a1799d73c2c85b05"
+    },
+    {
+      "path": "decision_making/finance/regression/Mall_Customer_Segmentation_Data_B2/Mall_Customer_Segmentation_Data_B2_003.json",
+      "bytes": 1676,
+      "sha256": "bddc15fa08971caa31c2f21ebe36f99d0c2d9ce96047414af47e67c91878bdc8"
+    },
+    {
+      "path": "decision_making/finance/regression/Mall_Customer_Segmentation_Data_B2/Mall_Customer_Segmentation_Data_B2_004.json",
+      "bytes": 1668,
+      "sha256": "6ee539cea5097ac01601d4486719190c5bdf429295c96dd405b150c1e4413a19"
+    },
+    {
+      "path": "decision_making/finance/regression/Mall_Customer_Segmentation_Data_B2/Mall_Customer_Segmentation_Data_B2_005.json",
+      "bytes": 1587,
+      "sha256": "181b95d3b88153f2043945cd53acdf6b580fcedfc00afb52ea4a778bbc9d6ff5"
+    },
+    {
+      "path": "decision_making/finance/regression/Mall_Customer_Segmentation_Data_B2/Mall_Customer_Segmentation_Data_B2_006.json",
+      "bytes": 1599,
+      "sha256": "5f4eedbda4fc71067a3ea2efa7b9a22a3dc26812276c58f890ac7d88db7dbb4b"
+    },
+    {
+      "path": "decision_making/finance/regression/Mall_Customer_Segmentation_Data_B2/current.csv",
+      "bytes": 348,
+      "sha256": "f63433f317668b4b2fed9e86fc2b4072006fffcff530b5be355b8adeeddde12d"
+    },
+    {
+      "path": "decision_making/finance/regression/Mall_Customer_Segmentation_Data_B2/history.csv",
+      "bytes": 3496,
+      "sha256": "71fd03bb6b23140fd0db45cb97b2f6ae9ffec6dffed6769c1870664f427a5387"
+    },
+    {
+      "path": "decision_making/finance/regression/Mall_Customer_Segmentation_Data_B2/info.json",
+      "bytes": 1517,
+      "sha256": "f7d3640cc215b41b213cb9f7db83fb3ec18e5de1020bdab1b484a2b3ce25d66e"
+    },
+    {
+      "path": "decision_making/finance/regression/Mall_Customer_Segmentation_Data_B2/info_mod.json",
+      "bytes": 1631,
+      "sha256": "19a8ea30e94e9c642560de2aec0e77f322e4f2406f292fcd0b1d695f661fef8b"
+    },
+    {
+      "path": "decision_making/finance/regression/Supermarket_store_branches_sales_analysis_B2/Supermarket_store_branches_sales_analysis_B2_001.json",
+      "bytes": 1631,
+      "sha256": "27b962a0a2867cdf41dbde3ad68f7b2b4368c7878ed55fb0a93f43439e093ad9"
+    },
+    {
+      "path": "decision_making/finance/regression/Supermarket_store_branches_sales_analysis_B2/Supermarket_store_branches_sales_analysis_B2_002.json",
+      "bytes": 1949,
+      "sha256": "879a9ef0d6aa66398e865a9a4cd76c229617b4829615031c03446ba1df16508d"
+    },
+    {
+      "path": "decision_making/finance/regression/Supermarket_store_branches_sales_analysis_B2/Supermarket_store_branches_sales_analysis_B2_003.json",
+      "bytes": 1580,
+      "sha256": "08b000c20b3a4bbb4907dea241d26b93fc9dfe679101756ec99295cf514da01a"
+    },
+    {
+      "path": "decision_making/finance/regression/Supermarket_store_branches_sales_analysis_B2/Supermarket_store_branches_sales_analysis_B2_004.json",
+      "bytes": 2121,
+      "sha256": "233cf8ecfcb8998f685495f17358b8dcb8bcff12e6583ff6061f7d27f3816881"
+    },
+    {
+      "path": "decision_making/finance/regression/Supermarket_store_branches_sales_analysis_B2/Supermarket_store_branches_sales_analysis_B2_005.json",
+      "bytes": 1629,
+      "sha256": "cb9394a8d382be44980a891cd239a45323ec20b8b1da53c033fad246247d5a40"
+    },
+    {
+      "path": "decision_making/finance/regression/Supermarket_store_branches_sales_analysis_B2/Supermarket_store_branches_sales_analysis_B2_006.json",
+      "bytes": 1836,
+      "sha256": "a3cd535e80369e487f722771530777f88eec1d96b19934b24b2619dae0015b50"
+    },
+    {
+      "path": "decision_making/finance/regression/Supermarket_store_branches_sales_analysis_B2/current.csv",
+      "bytes": 404,
+      "sha256": "7544509b3f1aae55ab4ec055c0dd67dc2df0c76e0c5fdaeaff9a8fbaa5859265"
+    },
+    {
+      "path": "decision_making/finance/regression/Supermarket_store_branches_sales_analysis_B2/history.csv",
+      "bytes": 21311,
+      "sha256": "4f89962f4b48b5413112701d1eac3a0dc831b168c0924166a0f439cff1b8e879"
+    },
+    {
+      "path": "decision_making/finance/regression/Supermarket_store_branches_sales_analysis_B2/info.json",
+      "bytes": 1564,
+      "sha256": "5a86fecedeaf4aadc0a0c09cda62bc2a872fad5039712d43489763194b68c2fe"
+    },
+    {
+      "path": "decision_making/finance/regression/Supermarket_store_branches_sales_analysis_B2/info_mod.json",
+      "bytes": 1663,
+      "sha256": "65bfa151e8e3292ad22a942a710c1f1d41c4f9a5ff3e00d357d6b83a3479c9b1"
+    },
+    {
+      "path": "decision_making/medical/classification/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B2/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B2_001.json",
+      "bytes": 5929,
+      "sha256": "0e79dedc53864d9c1ac0bf39c62a5092365b9c6e3891f5a4f83362a397433f25"
+    },
+    {
+      "path": "decision_making/medical/classification/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B2/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B2_002.json",
+      "bytes": 5431,
+      "sha256": "acba1d9477399876d8da11f4810834099f7721ca2698ebfff8bece938e5617d7"
+    },
+    {
+      "path": "decision_making/medical/classification/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B2/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B2_003.json",
+      "bytes": 4984,
+      "sha256": "21913dbcc873ab980ac4efa2a2b14d9ff2c50e7f0ca313e3bc87022ce317de55"
+    },
+    {
+      "path": "decision_making/medical/classification/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B2/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B2_004.json",
+      "bytes": 4912,
+      "sha256": "503020d271120079496559cbe5bae2528e01cf164b836b9ca8f06ce3666071ef"
+    },
+    {
+      "path": "decision_making/medical/classification/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B2/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B2_005.json",
+      "bytes": 5104,
+      "sha256": "dd9f0fe189542ca63f45bb0d9209f1df3b95d663b467d4c5107b708b6813c238"
+    },
+    {
+      "path": "decision_making/medical/classification/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B2/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B2_006.json",
+      "bytes": 6708,
+      "sha256": "f7555f2e1c00c879bc8b515b3efa0f908b062aec681b4dcde5221513389fb7b3"
+    },
+    {
+      "path": "decision_making/medical/classification/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B2/current.csv",
+      "bytes": 3364,
+      "sha256": "997c42043e6e0e335d09f658dc9bab090978527b606ecd7b46c1a7dff6bc8a35"
+    },
+    {
+      "path": "decision_making/medical/classification/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B2/history.csv",
+      "bytes": 123272,
+      "sha256": "1c02e45e26987cae3d9727ed1ada7990bc3ec177125cc0a9b0f988e95fa1410d"
+    },
+    {
+      "path": "decision_making/medical/classification/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B2/info.json",
+      "bytes": 6462,
+      "sha256": "91c27957e6db69a203c691f93177cc10f42bea908d064ad56531763ef733118f"
+    },
+    {
+      "path": "decision_making/medical/classification/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B2/info_mod.json",
+      "bytes": 8192,
+      "sha256": "2c01a542c0427227d097aa545bc4102b6db4435a08187adf46dfa73369236915"
+    },
+    {
+      "path": "decision_making/medical/classification/Diabetes_Dataset_B2/Diabetes_Dataset_B2_001.json",
+      "bytes": 2572,
+      "sha256": "45d2edfd1f479a88db695bf8f03f1f94711d26a8f7d12d02ab05ef8afd2c3439"
+    },
+    {
+      "path": "decision_making/medical/classification/Diabetes_Dataset_B2/Diabetes_Dataset_B2_002.json",
+      "bytes": 2472,
+      "sha256": "7ef96a9fd479401e04c941530a6b6d21c5aaa992031d0697d848f6102aa20260"
+    },
+    {
+      "path": "decision_making/medical/classification/Diabetes_Dataset_B2/Diabetes_Dataset_B2_003.json",
+      "bytes": 1863,
+      "sha256": "7e2f4325adb0ee997be0efcd65f167d9faf8f1afc041eb612ed71c469827894b"
+    },
+    {
+      "path": "decision_making/medical/classification/Diabetes_Dataset_B2/Diabetes_Dataset_B2_004.json",
+      "bytes": 2021,
+      "sha256": "d0b272c9f22e5022795a0859fb6e81af7d5b37cb4ace2d93371ac58dafb9aa34"
+    },
+    {
+      "path": "decision_making/medical/classification/Diabetes_Dataset_B2/Diabetes_Dataset_B2_005.json",
+      "bytes": 2270,
+      "sha256": "6b544c2eb36cd75b90d629525de37cced2460753e3ee13a3809e7b2a53f268ed"
+    },
+    {
+      "path": "decision_making/medical/classification/Diabetes_Dataset_B2/Diabetes_Dataset_B2_006.json",
+      "bytes": 1985,
+      "sha256": "900a9984537dfdd391345a9a7e0ab1a78e7389e167b922887fa87e0006477717"
+    },
+    {
+      "path": "decision_making/medical/classification/Diabetes_Dataset_B2/current.csv",
+      "bytes": 561,
+      "sha256": "8e716d847579f63eb1e05865880a8447192eeb4dfac615c9696db225d934465f"
+    },
+    {
+      "path": "decision_making/medical/classification/Diabetes_Dataset_B2/history.csv",
+      "bytes": 22826,
+      "sha256": "03db8d10bb78278f4188248c029d9a9de16259c068d966205fee66a42e627e7b"
+    },
+    {
+      "path": "decision_making/medical/classification/Diabetes_Dataset_B2/info.json",
+      "bytes": 2070,
+      "sha256": "e76f7dfdb285a7f19f85be2910b5c460dfe2c0d55dfbbb295930c7aefb4091e2"
+    },
+    {
+      "path": "decision_making/medical/classification/Diabetes_Dataset_B2/info_mod.json",
+      "bytes": 2288,
+      "sha256": "1f9f463737aa25ea26f95224e9b7900a037a6d494576495957a234269875befe"
+    },
+    {
+      "path": "decision_making/medical/classification/Heart_Failure_Prediction_B2/Heart_Failure_Prediction_B2_001.json",
+      "bytes": 2317,
+      "sha256": "0f05182bb6f0b1760bbde88e53d15b668d569e490e361c5e66bbac571cf4be71"
+    },
+    {
+      "path": "decision_making/medical/classification/Heart_Failure_Prediction_B2/Heart_Failure_Prediction_B2_002.json",
+      "bytes": 2357,
+      "sha256": "e346b3db8c6c4dd7022fdddd1b215ffffef6c4e89a67e85bd7370f2a11648a91"
+    },
+    {
+      "path": "decision_making/medical/classification/Heart_Failure_Prediction_B2/Heart_Failure_Prediction_B2_003.json",
+      "bytes": 2363,
+      "sha256": "de8361e56151bdbe508dbe8b001169a178590acc7be6ba8ade5b0446db1a129d"
+    },
+    {
+      "path": "decision_making/medical/classification/Heart_Failure_Prediction_B2/Heart_Failure_Prediction_B2_004.json",
+      "bytes": 2385,
+      "sha256": "cafe99fb7a845cddd26dad85a4143fab6c50f0658fcfb4b04e4717ce7b14b530"
+    },
+    {
+      "path": "decision_making/medical/classification/Heart_Failure_Prediction_B2/Heart_Failure_Prediction_B2_005.json",
+      "bytes": 3009,
+      "sha256": "2a844388acb53526c94a577ee672be92008c73c432ea95fe7298e6e471f8f43d"
+    },
+    {
+      "path": "decision_making/medical/classification/Heart_Failure_Prediction_B2/Heart_Failure_Prediction_B2_006.json",
+      "bytes": 3151,
+      "sha256": "56fc139f2f0c594bac4d186ef8fe5b16f1d75a7cadf19b0b92e736d49ae75d6e"
+    },
+    {
+      "path": "decision_making/medical/classification/Heart_Failure_Prediction_B2/current.csv",
+      "bytes": 778,
+      "sha256": "4301c7b2d51735a8b3e189fda5bfbf64a647f045932080d3c5a2b9572f18bb0c"
+    },
+    {
+      "path": "decision_making/medical/classification/Heart_Failure_Prediction_B2/history.csv",
+      "bytes": 12868,
+      "sha256": "d4767078465dcfac4c6e5a6968a74563bba1b6a5007dc73ae92705b093ff07cc"
+    },
+    {
+      "path": "decision_making/medical/classification/Heart_Failure_Prediction_B2/info.json",
+      "bytes": 2850,
+      "sha256": "f0923f75c9c19d9e4a88294d1b6ce8f950e80cebc53be918e707a5487d4346bd"
+    },
+    {
+      "path": "decision_making/medical/classification/Heart_Failure_Prediction_B2/info_mod.json",
+      "bytes": 3302,
+      "sha256": "fa753a95f16f11c59b3f89edb61bd5f361c1db9e07b2ff5c9a2c89bebf6904ae"
+    },
+    {
+      "path": "decision_making/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B2/Indicators_of_Heart_Disease_(2022_UPDATE)_B2_001.json",
+      "bytes": 7211,
+      "sha256": "b9b136a64f3a853b6e4bfeb90c6fab9812e0da9d08587b1ab2a3e1acad406089"
+    },
+    {
+      "path": "decision_making/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B2/Indicators_of_Heart_Disease_(2022_UPDATE)_B2_002.json",
+      "bytes": 9228,
+      "sha256": "2c3a208cda050ea9e82cdeb3d5997300dda8f10adaf5f2434e17a7ee5a0cd510"
+    },
+    {
+      "path": "decision_making/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B2/Indicators_of_Heart_Disease_(2022_UPDATE)_B2_003.json",
+      "bytes": 10034,
+      "sha256": "42508d4a2bb50e1cde8e88ebd211b746d1c70b29bdc2d49ad4f727c65f136027"
+    },
+    {
+      "path": "decision_making/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B2/Indicators_of_Heart_Disease_(2022_UPDATE)_B2_004.json",
+      "bytes": 8340,
+      "sha256": "ec4d65734d3e54cebc5eb2fedc3f9773be112aab0d6a7e6b313ca5d0201ae33c"
+    },
+    {
+      "path": "decision_making/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B2/Indicators_of_Heart_Disease_(2022_UPDATE)_B2_005.json",
+      "bytes": 6869,
+      "sha256": "c63c2d174b52de44fc5bd62e5ee427bde3eb8afb87baf825b8032c348412b062"
+    },
+    {
+      "path": "decision_making/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B2/Indicators_of_Heart_Disease_(2022_UPDATE)_B2_006.json",
+      "bytes": 6906,
+      "sha256": "23c80361ee2ea313b46c6794f17f97cd45299380612b4ada8a4e5e0cfd8c8eb4"
+    },
+    {
+      "path": "decision_making/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B2/current.csv",
+      "bytes": 5489,
+      "sha256": "2b97e0ebd6685f4f9189ab0973cfc9ff7ce2ab55df6ed6e35349df6a2c9c3f11"
+    },
+    {
+      "path": "decision_making/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B2/history.csv",
+      "bytes": 270672586,
+      "sha256": "cdeaf8ddba61c9334b356ddee78bd3ac39b6513aa999b6fc5aaa6500f6c75c59"
+    },
+    {
+      "path": "decision_making/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B2/info.json",
+      "bytes": 22338,
+      "sha256": "de4ca4f42ccb98ad732a06271543f498e23e5f0f51dea9ece2b171ffc569fa65"
+    },
+    {
+      "path": "decision_making/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B2/info_mod.json",
+      "bytes": 26658,
+      "sha256": "87e3a293b137d894b54133d3d388cc46af6a69cedaa4dee50954de6ae39634a4"
+    },
+    {
+      "path": "decision_making/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B2/Sleep_Health_and_Lifestyle_Dataset_B2_001.json",
+      "bytes": 2574,
+      "sha256": "ef9c76f3f703600d990e2d1100abbdf14e2a171a96502f11919edb1f16680bfe"
+    },
+    {
+      "path": "decision_making/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B2/Sleep_Health_and_Lifestyle_Dataset_B2_002.json",
+      "bytes": 3050,
+      "sha256": "62be2bed8b0d38dac45fdcd75179738c9902ce9aecc6c1b386adb10ea3720f45"
+    },
+    {
+      "path": "decision_making/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B2/Sleep_Health_and_Lifestyle_Dataset_B2_003.json",
+      "bytes": 2416,
+      "sha256": "ee8e99c6fe67f225b545e674256c5be2ffc3e052a143e881ef007fa4bc0ade74"
+    },
+    {
+      "path": "decision_making/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B2/Sleep_Health_and_Lifestyle_Dataset_B2_004.json",
+      "bytes": 2680,
+      "sha256": "1dcc6d093285f6c9496480d9e87b4381afbd8eead0a39d232077582e4ead2ab4"
+    },
+    {
+      "path": "decision_making/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B2/Sleep_Health_and_Lifestyle_Dataset_B2_005.json",
+      "bytes": 3173,
+      "sha256": "74885f7251a632e0b0d612cf85730a2619dd7c7cd33ca9e4bab437b11435d99b"
+    },
+    {
+      "path": "decision_making/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B2/Sleep_Health_and_Lifestyle_Dataset_B2_006.json",
+      "bytes": 2313,
+      "sha256": "bcd1ae06a9f3a4c91918b4898bbe77586373560325b3e2967b561d593afced56"
+    },
+    {
+      "path": "decision_making/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B2/current.csv",
+      "bytes": 1115,
+      "sha256": "497d55f432001a89f82c5b7090f729f6c02b8765d63103c67cccf867c3f08455"
+    },
+    {
+      "path": "decision_making/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B2/history.csv",
+      "bytes": 21838,
+      "sha256": "6ec11d61c832ef9a7b7af4857c269482d320a186653c69e76b012024998c3286"
+    },
+    {
+      "path": "decision_making/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B2/info.json",
+      "bytes": 3624,
+      "sha256": "01e397f6c4a6f4fe37f61224436bce414a4eb90eb050b4d3b1c6ea81b26efb35"
+    },
+    {
+      "path": "decision_making/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B2/info_mod.json",
+      "bytes": 4670,
+      "sha256": "8a94dfa9dc25a2230271dcfa9887d36ec9ea27c5f597d6b07567cabb995ef266"
+    },
+    {
+      "path": "decision_making/medical/classification/Stroke_Prediction_Dataset_B2/Stroke_Prediction_Dataset_B2_001.json",
+      "bytes": 2078,
+      "sha256": "69a29d46f47e3d81e6609a31bc838462fbb3b53adc122e857d26e98964683c01"
+    },
+    {
+      "path": "decision_making/medical/classification/Stroke_Prediction_Dataset_B2/Stroke_Prediction_Dataset_B2_002.json",
+      "bytes": 2064,
+      "sha256": "a96a1be39e14f640e04754a601939277e0e9326096f828e2747cacbeef744712"
+    },
+    {
+      "path": "decision_making/medical/classification/Stroke_Prediction_Dataset_B2/Stroke_Prediction_Dataset_B2_003.json",
+      "bytes": 3069,
+      "sha256": "88cf7b4ce9e0f054bfb646c93051a6f72a5378a16a84c8546e2ef827d26caadf"
+    },
+    {
+      "path": "decision_making/medical/classification/Stroke_Prediction_Dataset_B2/Stroke_Prediction_Dataset_B2_004.json",
+      "bytes": 2128,
+      "sha256": "1037dd2b43ae60922d7f10783586484b2cf27e1be59406c62eae44d10aea9e28"
+    },
+    {
+      "path": "decision_making/medical/classification/Stroke_Prediction_Dataset_B2/Stroke_Prediction_Dataset_B2_005.json",
+      "bytes": 2075,
+      "sha256": "33fbf8f5872dbbaf2826f74d206735b35002fccaec11e88204715ab68308b488"
+    },
+    {
+      "path": "decision_making/medical/classification/Stroke_Prediction_Dataset_B2/Stroke_Prediction_Dataset_B2_006.json",
+      "bytes": 2351,
+      "sha256": "f4119c90da0abeb3121320b6aafd5cedd02e80609c5b541dededa5e408b71561"
+    },
+    {
+      "path": "decision_making/medical/classification/Stroke_Prediction_Dataset_B2/current.csv",
+      "bytes": 955,
+      "sha256": "3651a6f762a5d96bc5d573dd1318d37ae3f4020de45cd15e3cf305dfb79ffa14"
+    },
+    {
+      "path": "decision_making/medical/classification/Stroke_Prediction_Dataset_B2/history.csv",
+      "bytes": 326377,
+      "sha256": "75a4c137756737b7fd6dfa938137ad2db02f6edf75ab0e94b6deaceae87de7f6"
+    },
+    {
+      "path": "decision_making/medical/classification/Stroke_Prediction_Dataset_B2/info.json",
+      "bytes": 2756,
+      "sha256": "a90c6c8e6bae366edb0423d19e4d2b32145b8abd55fb9da145f0d726cbcaf299"
+    },
+    {
+      "path": "decision_making/medical/classification/Stroke_Prediction_Dataset_B2/info_mod.json",
+      "bytes": 3048,
+      "sha256": "ce797f6d2c387635d3ba9d21879fc38e936e48aeb6c2bd6329a3d93202d5aac7"
+    },
+    {
+      "path": "decision_making/medical/regression/Life_Expectancy_(WHO)_B2/Life_Expectancy_(WHO)_B2_001.json",
+      "bytes": 5242,
+      "sha256": "3017e0eea358f9648f69768fcf13eb9615e6fca7a1a8adb27070be3625ed9c7e"
+    },
+    {
+      "path": "decision_making/medical/regression/Life_Expectancy_(WHO)_B2/Life_Expectancy_(WHO)_B2_002.json",
+      "bytes": 4160,
+      "sha256": "b58c268dc456d577147ac382fa21c3f286fd3e943b9b517e4e1b6d54923109c0"
+    },
+    {
+      "path": "decision_making/medical/regression/Life_Expectancy_(WHO)_B2/Life_Expectancy_(WHO)_B2_003.json",
+      "bytes": 3530,
+      "sha256": "222d47d8a3ab0e8951369fd8ad56cc771aa7b6ee1fa3b77d69bc870ae6e68e04"
+    },
+    {
+      "path": "decision_making/medical/regression/Life_Expectancy_(WHO)_B2/Life_Expectancy_(WHO)_B2_004.json",
+      "bytes": 5443,
+      "sha256": "9f7847710a4227607f56241cb02d55f71042c2a923ae2ae1990de736dd010f0a"
+    },
+    {
+      "path": "decision_making/medical/regression/Life_Expectancy_(WHO)_B2/Life_Expectancy_(WHO)_B2_005.json",
+      "bytes": 4821,
+      "sha256": "580a2674f283e4433b8e31710d4a0df242f83661dd75c74df08977ddd576995f"
+    },
+    {
+      "path": "decision_making/medical/regression/Life_Expectancy_(WHO)_B2/Life_Expectancy_(WHO)_B2_006.json",
+      "bytes": 4450,
+      "sha256": "05a6eccac60a8463d091634a655d6dd16279c44e3da825dd0f365cc1fd50f85c"
+    },
+    {
+      "path": "decision_making/medical/regression/Life_Expectancy_(WHO)_B2/current.csv",
+      "bytes": 2265,
+      "sha256": "cd11ca274e988d7b6f6f8b53eb6d13ac431495f6dfcb1efc2d8355430bce9444"
+    },
+    {
+      "path": "decision_making/medical/regression/Life_Expectancy_(WHO)_B2/history.csv",
+      "bytes": 360225,
+      "sha256": "215275c07ebfae81935b7129b71ade5bfb18fc7a7efc5227cef1e76ae588e3fc"
+    },
+    {
+      "path": "decision_making/medical/regression/Life_Expectancy_(WHO)_B2/info.json",
+      "bytes": 21814,
+      "sha256": "8b695d632f561239f0941460d3224bf55a528bedad492fd49cdbf6e505e63920"
+    },
+    {
+      "path": "decision_making/medical/regression/Life_Expectancy_(WHO)_B2/info_mod.json",
+      "bytes": 17193,
+      "sha256": "83a54b96545f79181a1d12e8519f0dace0ce4aee4f85c2c9c9f9a04302845cac"
+    },
+    {
+      "path": "decision_making/medical/regression/Medical_Cost_Personal_Datasets_B2/Medical_Cost_Personal_Datasets_B2_001.json",
+      "bytes": 2163,
+      "sha256": "8a9aa9545043adcc4b0acd6931a29532171905cfb004ca93f383f9952bde22ff"
+    },
+    {
+      "path": "decision_making/medical/regression/Medical_Cost_Personal_Datasets_B2/Medical_Cost_Personal_Datasets_B2_002.json",
+      "bytes": 1966,
+      "sha256": "e0a4ce3a3bbed5c3fe28c61e24418347065d9a77059ac22e949c4eb42ea32662"
+    },
+    {
+      "path": "decision_making/medical/regression/Medical_Cost_Personal_Datasets_B2/Medical_Cost_Personal_Datasets_B2_003.json",
+      "bytes": 1675,
+      "sha256": "66090691e4ee0b0c211ad7d07aad4a5327be0c8c7fd247525cebaeb90258dc98"
+    },
+    {
+      "path": "decision_making/medical/regression/Medical_Cost_Personal_Datasets_B2/Medical_Cost_Personal_Datasets_B2_004.json",
+      "bytes": 1805,
+      "sha256": "95c25f73d59c076ef50c8634ca5a5eabc6c0dbd085758624921d5d16ee168255"
+    },
+    {
+      "path": "decision_making/medical/regression/Medical_Cost_Personal_Datasets_B2/Medical_Cost_Personal_Datasets_B2_005.json",
+      "bytes": 1625,
+      "sha256": "ea64d959b27904e8e71bfc06fee00c4eb582baf701d6dea7b23729d0d37320c9"
+    },
+    {
+      "path": "decision_making/medical/regression/Medical_Cost_Personal_Datasets_B2/Medical_Cost_Personal_Datasets_B2_006.json",
+      "bytes": 1956,
+      "sha256": "f9e94a9a742fcfd1f49108579d18206c091242d6ff887fda7518f45c0bb7b674"
+    },
+    {
+      "path": "decision_making/medical/regression/Medical_Cost_Personal_Datasets_B2/current.csv",
+      "bytes": 684,
+      "sha256": "98cea66d593d457bd7adcd3b3552857f2ee02dabda60fb04e8cdedbb7f1e58f9"
+    },
+    {
+      "path": "decision_making/medical/regression/Medical_Cost_Personal_Datasets_B2/history.csv",
+      "bytes": 53710,
+      "sha256": "c32d14705de8920064cd7b876a2203a53abb09f2bd3faf81765d234f74e8436f"
+    },
+    {
+      "path": "decision_making/medical/regression/Medical_Cost_Personal_Datasets_B2/info.json",
+      "bytes": 2001,
+      "sha256": "954e985954a8b3394a350f4cf85816a969701006a829f97df90402c892101328"
+    },
+    {
+      "path": "decision_making/medical/regression/Medical_Cost_Personal_Datasets_B2/info_mod.json",
+      "bytes": 2062,
+      "sha256": "d9ec8b5cc9238e8b682e487cd1966359d216c997b0018290cb1561c2decab223"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Apple_Quality_B4/Apple_Quality_B4_001/Apple_Quality_B4_001_current.json",
+      "bytes": 102030,
+      "sha256": "0096d8a6c51eadb8a9403ac4ded9b697ba47a9c5edee7795e3a0d8d30ad59913"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Apple_Quality_B4/Apple_Quality_B4_001/current.csv",
+      "bytes": 18774,
+      "sha256": "900e241b3060cea5c074a5eabcb59588939b9888752b0ea2bb6f4218c842414e"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Apple_Quality_B4/Apple_Quality_B4_001/history.csv",
+      "bytes": 372082,
+      "sha256": "cb8ff6a2da589e01f4a955e4eb0f85429057b77640f835cf194e3b69b014e70b"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Apple_Quality_B4/Apple_Quality_B4_001/info.json",
+      "bytes": 1870,
+      "sha256": "6114038c6652a7eeedf150f47470f8920cbc28ca643a2f62d9e1e9d2af29b1ec"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Apple_Quality_B4/Apple_Quality_B4_001/test_current.csv",
+      "bytes": 1549,
+      "sha256": "c804398cea54dd739f49f44dd4bd2f7f884515c825b09f2509fc58bcebf95197"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Apple_Quality_B4/Apple_Quality_B4_002/Apple_Quality_B4_002_current.json",
+      "bytes": 102185,
+      "sha256": "1613a406ece6812376e0ea637996c72149413bf26dcac6d7311b5f7dd7e0de31"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Apple_Quality_B4/Apple_Quality_B4_002/current.csv",
+      "bytes": 18729,
+      "sha256": "c3a7a7cbb3951ccdb302078fee19ca29e5c176b13cd0f9c4881ff6018eac849e"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Apple_Quality_B4/Apple_Quality_B4_002/history.csv",
+      "bytes": 371957,
+      "sha256": "c03150c395800324c9856a2d69a1111de95ece57cf4d560c7c69fbd3c9404a27"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Apple_Quality_B4/Apple_Quality_B4_002/info.json",
+      "bytes": 1870,
+      "sha256": "6114038c6652a7eeedf150f47470f8920cbc28ca643a2f62d9e1e9d2af29b1ec"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Apple_Quality_B4/Apple_Quality_B4_002/test_current.csv",
+      "bytes": 1539,
+      "sha256": "93710acc341db31a7204e2b221f88b80a33f35fe9d9f893fbda9dfedbf9d6e1a"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Apple_Quality_B4/Apple_Quality_B4_003/Apple_Quality_B4_003_current.json",
+      "bytes": 102063,
+      "sha256": "bfb1b84f136bf29c3074d5937d7458b76ee1f35e9ae862d3ea8f7aa96ed6fbfa"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Apple_Quality_B4/Apple_Quality_B4_003/current.csv",
+      "bytes": 18787,
+      "sha256": "d98023df145de45088f8e7d2d9a1d361ca3dc702f2c362739eb700a6dca766d6"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Apple_Quality_B4/Apple_Quality_B4_003/history.csv",
+      "bytes": 372069,
+      "sha256": "c26ba618a8ac952ef6ec02b1ca767214dd0a630d9701996bf82cf79a3968edc4"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Apple_Quality_B4/Apple_Quality_B4_003/info.json",
+      "bytes": 1870,
+      "sha256": "6114038c6652a7eeedf150f47470f8920cbc28ca643a2f62d9e1e9d2af29b1ec"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Apple_Quality_B4/Apple_Quality_B4_003/test_current.csv",
+      "bytes": 1552,
+      "sha256": "c2a5d3edd94ec433710c20cf90537fc52d86be1fd690ebc479da6a451e11675c"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Apple_Quality_B4/Apple_Quality_B4_004/Apple_Quality_B4_004_current.json",
+      "bytes": 102192,
+      "sha256": "2c794e636aac2164972c4e829e9841eee87a0a2b82125532f7087b770e891ca3"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Apple_Quality_B4/Apple_Quality_B4_004/current.csv",
+      "bytes": 18704,
+      "sha256": "b18c375fc078796b9f98f43eaa326a199fc99fbaf01d16a9bffbd14f395f7bd2"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Apple_Quality_B4/Apple_Quality_B4_004/history.csv",
+      "bytes": 371982,
+      "sha256": "1b395da1dcc0f9fe1e866a17d512199b1c4ac0280d56a7794c1a439b5497760b"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Apple_Quality_B4/Apple_Quality_B4_004/info.json",
+      "bytes": 1870,
+      "sha256": "6114038c6652a7eeedf150f47470f8920cbc28ca643a2f62d9e1e9d2af29b1ec"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Apple_Quality_B4/Apple_Quality_B4_004/test_current.csv",
+      "bytes": 1535,
+      "sha256": "b3e74edfdb504617ef892159994b37b712a077a9b0d2088c92e982bc00d9b030"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Apple_Quality_B4/Apple_Quality_B4_005/Apple_Quality_B4_005_current.json",
+      "bytes": 102174,
+      "sha256": "91d25abae89131720ce479dae7d6a442c8a759ae1fa55c9fcdc3be106ca207be"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Apple_Quality_B4/Apple_Quality_B4_005/current.csv",
+      "bytes": 18699,
+      "sha256": "afafdadc444f81756f833949f9cc06ed8de9760befbd6b43ee204c5cd341fc85"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Apple_Quality_B4/Apple_Quality_B4_005/history.csv",
+      "bytes": 372071,
+      "sha256": "3458ad0e37a57a3e38aac2186b5977f3eae3da9eed051ae7321ae05a0efb2f17"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Apple_Quality_B4/Apple_Quality_B4_005/info.json",
+      "bytes": 1870,
+      "sha256": "6114038c6652a7eeedf150f47470f8920cbc28ca643a2f62d9e1e9d2af29b1ec"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Apple_Quality_B4/Apple_Quality_B4_005/test_current.csv",
+      "bytes": 1535,
+      "sha256": "41a40dcab260ca5ed86e8073c6cb9229b2dab51ce25d1e5ec16dc2cde89b7442"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Apple_Quality_B4/Apple_Quality_B4_006/Apple_Quality_B4_006_current.json",
+      "bytes": 102305,
+      "sha256": "902fb2367dc34902a0cf03410ee0eaba439f4c668c11b42c343c166e169943e0"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Apple_Quality_B4/Apple_Quality_B4_006/current.csv",
+      "bytes": 18760,
+      "sha256": "9d7a05c538ca5f41f60e240bb6fafb0cda33a07b750cfbd999cd9b75648d9abe"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Apple_Quality_B4/Apple_Quality_B4_006/history.csv",
+      "bytes": 372006,
+      "sha256": "5b6f3958d8971bc8286730e1282168513d94c9fe145d3216a870668c44b2d4ea"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Apple_Quality_B4/Apple_Quality_B4_006/info.json",
+      "bytes": 1870,
+      "sha256": "6114038c6652a7eeedf150f47470f8920cbc28ca643a2f62d9e1e9d2af29b1ec"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Apple_Quality_B4/Apple_Quality_B4_006/test_current.csv",
+      "bytes": 1547,
+      "sha256": "19ad92546dd462db0e7a50b72ecb171b1222f6defe8a825e2f031f6617799981"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Apple_Quality_B4/Apple_Quality_B4_007/Apple_Quality_B4_007_current.json",
+      "bytes": 102227,
+      "sha256": "8570dc3bfe2e38e1606f4ad1446839355c2c8197c29afeb449252dd9c817d740"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Apple_Quality_B4/Apple_Quality_B4_007/current.csv",
+      "bytes": 18728,
+      "sha256": "4101306076669f0ab85636e0ec6389db60d5a26cbf6c193dc62c7e16b968bde4"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Apple_Quality_B4/Apple_Quality_B4_007/history.csv",
+      "bytes": 372034,
+      "sha256": "fb3039a9cd6f6e2609797a9b701b35ba59aae9be612c8e94d54473e55cc794b4"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Apple_Quality_B4/Apple_Quality_B4_007/info.json",
+      "bytes": 1870,
+      "sha256": "6114038c6652a7eeedf150f47470f8920cbc28ca643a2f62d9e1e9d2af29b1ec"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Apple_Quality_B4/Apple_Quality_B4_007/test_current.csv",
+      "bytes": 1542,
+      "sha256": "3bca55ffcd23b25557f3b753e7131e4df4a85c205976110fb71a00ccf113c302"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Apple_Quality_B4/Apple_Quality_B4_008/Apple_Quality_B4_008_current.json",
+      "bytes": 102116,
+      "sha256": "306d5a401413912e0b07f7ea5a0de43adac3eb8c7b1e6bcd0684fbd5bf5de286"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Apple_Quality_B4/Apple_Quality_B4_008/current.csv",
+      "bytes": 18757,
+      "sha256": "0a244a30d95faa15faebfb6bde1c8139043024da84333bd82d802abd1ba3bb7a"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Apple_Quality_B4/Apple_Quality_B4_008/history.csv",
+      "bytes": 372018,
+      "sha256": "d4171b55187f2260d25b5c592cf806e30f8a4b532b15bc25102948dd7d825f46"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Apple_Quality_B4/Apple_Quality_B4_008/info.json",
+      "bytes": 1870,
+      "sha256": "6114038c6652a7eeedf150f47470f8920cbc28ca643a2f62d9e1e9d2af29b1ec"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Apple_Quality_B4/Apple_Quality_B4_008/test_current.csv",
+      "bytes": 844,
+      "sha256": "1339585255315fc27973de419e92cdc0bbea811525c68d06dac94a87ca4d6553"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Gender_Recognition_by_Voice_B4/Gender_Recognition_by_Voice_B4_001/Gender_Recognition_by_Voice_B4_001_current.json",
+      "bytes": 218450,
+      "sha256": "989e9114028b26ca390e12721c1b096892cce249948161f3f09c29959d9a2447"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Gender_Recognition_by_Voice_B4/Gender_Recognition_by_Voice_B4_001/current.csv",
+      "bytes": 65777,
+      "sha256": "fccaf48f5d949f0fdd435006e2215c4d0754b3367773f817e448ee7ad0997f6a"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Gender_Recognition_by_Voice_B4/Gender_Recognition_by_Voice_B4_001/history.csv",
+      "bytes": 993094,
+      "sha256": "9f83c96cb544a11df00351349152691226d0bee91956fdea7a7f66a50b4a78e3"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Gender_Recognition_by_Voice_B4/Gender_Recognition_by_Voice_B4_001/info.json",
+      "bytes": 4448,
+      "sha256": "37194cad325ef224083d2fd875304bea2ca6a9e94b290ee5a9103429c308b5cb"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Gender_Recognition_by_Voice_B4/Gender_Recognition_by_Voice_B4_001/test_current.csv",
+      "bytes": 5186,
+      "sha256": "b3d666774440640859a8348b21acd2a39b1060d3df019eac1be7a0fec729d137"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Gender_Recognition_by_Voice_B4/Gender_Recognition_by_Voice_B4_002/Gender_Recognition_by_Voice_B4_002_current.json",
+      "bytes": 219166,
+      "sha256": "e5dc836cdd3e6f27b2b875f1000f9ba5b0affc2e3ed352e34255a20ba8e2c9b1"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Gender_Recognition_by_Voice_B4/Gender_Recognition_by_Voice_B4_002/current.csv",
+      "bytes": 66155,
+      "sha256": "a3540a88568b6d4b7cf26c4abe3ce751961dd02b57a4c4d64f7a4125fa607026"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Gender_Recognition_by_Voice_B4/Gender_Recognition_by_Voice_B4_002/history.csv",
+      "bytes": 992376,
+      "sha256": "641bc9b60734f9170546d249aff5fc857b6c7c028830b9263dc2690b55295efb"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Gender_Recognition_by_Voice_B4/Gender_Recognition_by_Voice_B4_002/info.json",
+      "bytes": 4448,
+      "sha256": "37194cad325ef224083d2fd875304bea2ca6a9e94b290ee5a9103429c308b5cb"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Gender_Recognition_by_Voice_B4/Gender_Recognition_by_Voice_B4_002/test_current.csv",
+      "bytes": 5107,
+      "sha256": "cae5bf77266677c5bc613fd4c49f1b96d2eed4f46ca5d081ba950d68477a26ba"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Gender_Recognition_by_Voice_B4/Gender_Recognition_by_Voice_B4_003/Gender_Recognition_by_Voice_B4_003_current.json",
+      "bytes": 218357,
+      "sha256": "de861ddc45be1ca232e0127bb683e6eec54d57df9617207fa371d3fdd88bbdd7"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Gender_Recognition_by_Voice_B4/Gender_Recognition_by_Voice_B4_003/current.csv",
+      "bytes": 65666,
+      "sha256": "cf1a9af924412ef378dcb49cb49b40dd16e16545eb829586ec17680d45f192f6"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Gender_Recognition_by_Voice_B4/Gender_Recognition_by_Voice_B4_003/history.csv",
+      "bytes": 993205,
+      "sha256": "cb69eadf4e06bff21e02615357dc76c1e1d6135448cb0d8ca3e686f2e970f234"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Gender_Recognition_by_Voice_B4/Gender_Recognition_by_Voice_B4_003/info.json",
+      "bytes": 4448,
+      "sha256": "37194cad325ef224083d2fd875304bea2ca6a9e94b290ee5a9103429c308b5cb"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Gender_Recognition_by_Voice_B4/Gender_Recognition_by_Voice_B4_003/test_current.csv",
+      "bytes": 5155,
+      "sha256": "6099f9b921bd18af705a7f257ae18c483b2708d81ca375d93a2f10f593673c05"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Gender_Recognition_by_Voice_B4/Gender_Recognition_by_Voice_B4_004/Gender_Recognition_by_Voice_B4_004_current.json",
+      "bytes": 218953,
+      "sha256": "c6a3cf829082576bbec8b733cd70595fdb87a3601f58dd338fc35e6d2343938e"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Gender_Recognition_by_Voice_B4/Gender_Recognition_by_Voice_B4_004/current.csv",
+      "bytes": 65909,
+      "sha256": "3b9fb52b02d7ed6869db20f89e7282371811f72744a19dab07039dadf81effe5"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Gender_Recognition_by_Voice_B4/Gender_Recognition_by_Voice_B4_004/history.csv",
+      "bytes": 992622,
+      "sha256": "0122e70355898c1319927b76ee90960e4af98bae2bbce68e6cd8e600a4fd5a0c"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Gender_Recognition_by_Voice_B4/Gender_Recognition_by_Voice_B4_004/info.json",
+      "bytes": 4448,
+      "sha256": "37194cad325ef224083d2fd875304bea2ca6a9e94b290ee5a9103429c308b5cb"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Gender_Recognition_by_Voice_B4/Gender_Recognition_by_Voice_B4_004/test_current.csv",
+      "bytes": 5105,
+      "sha256": "7f3d73ccdf882749309a8d90c14ad599666109947ebc1ba84acb41b65e0caad8"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Gender_Recognition_by_Voice_B4/Gender_Recognition_by_Voice_B4_005/Gender_Recognition_by_Voice_B4_005_current.json",
+      "bytes": 218824,
+      "sha256": "403068b91cc909c693a22f1c99b154dc2d7361064d04d6ad20b98cf99fef1758"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Gender_Recognition_by_Voice_B4/Gender_Recognition_by_Voice_B4_005/current.csv",
+      "bytes": 65792,
+      "sha256": "172360dc375edfa728ba46de3e02af869c9e287df44dfbb6fbb7bf415736ea4c"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Gender_Recognition_by_Voice_B4/Gender_Recognition_by_Voice_B4_005/history.csv",
+      "bytes": 992931,
+      "sha256": "012dc43c76ecc669442c3d05ccba90b39bad78eb13acd56ad953b83b7fa6c49a"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Gender_Recognition_by_Voice_B4/Gender_Recognition_by_Voice_B4_005/info.json",
+      "bytes": 4448,
+      "sha256": "37194cad325ef224083d2fd875304bea2ca6a9e94b290ee5a9103429c308b5cb"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Gender_Recognition_by_Voice_B4/Gender_Recognition_by_Voice_B4_005/test_current.csv",
+      "bytes": 5190,
+      "sha256": "b85257d8650cfd331b30e3432250006f60675e2bbbf7670a94ec6157544d9933"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Gender_Recognition_by_Voice_B4/Gender_Recognition_by_Voice_B4_006/Gender_Recognition_by_Voice_B4_006_current.json",
+      "bytes": 218818,
+      "sha256": "3191d6dda2bfa3f4a706f576ffe8fa227c8a12e78e84254224c343cc6ed17784"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Gender_Recognition_by_Voice_B4/Gender_Recognition_by_Voice_B4_006/current.csv",
+      "bytes": 66035,
+      "sha256": "058c721be687448c58a8f43be28668f241ba9851871d297456837c803465727a"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Gender_Recognition_by_Voice_B4/Gender_Recognition_by_Voice_B4_006/history.csv",
+      "bytes": 992646,
+      "sha256": "d9c552ed3109fac08fe2f1a09ae503f63a7ec0135a954b8ea271267bd3801b73"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Gender_Recognition_by_Voice_B4/Gender_Recognition_by_Voice_B4_006/info.json",
+      "bytes": 4448,
+      "sha256": "37194cad325ef224083d2fd875304bea2ca6a9e94b290ee5a9103429c308b5cb"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Gender_Recognition_by_Voice_B4/Gender_Recognition_by_Voice_B4_006/test_current.csv",
+      "bytes": 1795,
+      "sha256": "8ddce901108dea267d6a5780a4ea4ae1ad94c2df7edc342279d9f6f5fd0e2c97"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Gender_Recognition_by_Voice_B4/Gender_Recognition_by_Voice_B4_007/Gender_Recognition_by_Voice_B4_007_current.json",
+      "bytes": 218177,
+      "sha256": "e4c6e42eb5104324f00ba6963c523255d28c4cbe785f2b4fc1db6062618a3f18"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Gender_Recognition_by_Voice_B4/Gender_Recognition_by_Voice_B4_007/current.csv",
+      "bytes": 65325,
+      "sha256": "b8b4357cb34fc46fefb98fb5a0fd257cb4c36769ccd39ef7a24544671fde9fe7"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Gender_Recognition_by_Voice_B4/Gender_Recognition_by_Voice_B4_007/history.csv",
+      "bytes": 993039,
+      "sha256": "c9c886670c8059905d243ab9782d617cb7545a9d3ec7409c32380fde53cac911"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Gender_Recognition_by_Voice_B4/Gender_Recognition_by_Voice_B4_007/info.json",
+      "bytes": 4448,
+      "sha256": "37194cad325ef224083d2fd875304bea2ca6a9e94b290ee5a9103429c308b5cb"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Gender_Recognition_by_Voice_B4/Gender_Recognition_by_Voice_B4_007/test_current.csv",
+      "bytes": 2843,
+      "sha256": "2ee0f5332d8314a565856bef202704b77606f2e99e6a1d1c8438f45526b65405"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Gender_Recognition_by_Voice_B4/Gender_Recognition_by_Voice_B4_008/Gender_Recognition_by_Voice_B4_008_current.json",
+      "bytes": 169280,
+      "sha256": "c406a26a8c2ccad8a051bd79fa1078498c237a0982eb9bebe56e7e13b5e50bcc"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Gender_Recognition_by_Voice_B4/Gender_Recognition_by_Voice_B4_008/current.csv",
+      "bytes": 65938,
+      "sha256": "26b21e97b1fd176dad4f7e4148a741a08413b70a50988d7fba243b8f81271ff0"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Gender_Recognition_by_Voice_B4/Gender_Recognition_by_Voice_B4_008/history.csv",
+      "bytes": 992749,
+      "sha256": "69fec6911491ac99a09a814762f8676b354c3b7ca97153b9e92f84fdfd0b06ea"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Gender_Recognition_by_Voice_B4/Gender_Recognition_by_Voice_B4_008/info.json",
+      "bytes": 4448,
+      "sha256": "37194cad325ef224083d2fd875304bea2ca6a9e94b290ee5a9103429c308b5cb"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Gender_Recognition_by_Voice_B4/Gender_Recognition_by_Voice_B4_008/test_current.csv",
+      "bytes": 476,
+      "sha256": "8e5c74645e1eeb3e9fbd10d4958df9f0ddc9035107c634dc2e7e8def186d92ee"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_001/Hotel_booking_demand_B4_001_current.json",
+      "bytes": 219696,
+      "sha256": "1ff03804c715fb47ccb358e445d9bdd7554d328760f59b4929312d339750140b"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_001/current.csv",
+      "bytes": 23224,
+      "sha256": "8c085a9843f7b4caea9669b01c74927a222ffde18c24842e73d45f98cea98a10"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_001/history.csv",
+      "bytes": 15065824,
+      "sha256": "930553d0c27f1898f8ac55b1793e6f9db355b7d76d5ecf52a0ddc761009a3a5d"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_001/info.json",
+      "bytes": 7785,
+      "sha256": "ae9f4e065d0fe6506a8ff37f00f98a0decc470a534e4801485c35aeef2ad0b16"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_001/test_current.csv",
+      "bytes": 2452,
+      "sha256": "23bdd17fc6330cc39ca297601619677542286d9c19cbf04f4e926e38ed15e2f1"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_002/Hotel_booking_demand_B4_002_current.json",
+      "bytes": 229164,
+      "sha256": "fca09f6badb1563400af7c2785e4cd13ec77c78f4996ff4430c8d46b6f698d8e"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_002/current.csv",
+      "bytes": 24413,
+      "sha256": "cd9d67328df3347694dcb80ac81fc66f9c84c2752dc4c242452f230a86578370"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_002/history.csv",
+      "bytes": 15261629,
+      "sha256": "7c0af4d87f44cd14c053d88e67da7ff06979f0eb9080948ba9ad34dbd80d57f3"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_002/info.json",
+      "bytes": 7785,
+      "sha256": "ae9f4e065d0fe6506a8ff37f00f98a0decc470a534e4801485c35aeef2ad0b16"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_002/test_current.csv",
+      "bytes": 2398,
+      "sha256": "a76aeb53dfd48dd2ddc2edabee6ab678e4c4bc89114d08e6dd7c97d8ca59147a"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_003/Hotel_booking_demand_B4_003_current.json",
+      "bytes": 221904,
+      "sha256": "e9cf84fe14c408efd64dfeb29ea51e225a07bf50ad489733b96ac33365898b73"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_003/current.csv",
+      "bytes": 23428,
+      "sha256": "13886578c5247b5620aff778e77f9c39db728bc87bdb35ae88e9dda5245b22a9"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_003/history.csv",
+      "bytes": 15058005,
+      "sha256": "42451284ef33ea521aee0149d04c6325b7a63738bdec93581e38720b4ee635f6"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_003/info.json",
+      "bytes": 7785,
+      "sha256": "ae9f4e065d0fe6506a8ff37f00f98a0decc470a534e4801485c35aeef2ad0b16"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_003/test_current.csv",
+      "bytes": 2416,
+      "sha256": "8899fdba573d99b9fda5971cd860d414cd414a8413c841d45f3781b3208a94f0"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_004/Hotel_booking_demand_B4_004_current.json",
+      "bytes": 228072,
+      "sha256": "c2476da0878f06d65e6ba0cdc0c0d55c8dac2757429b0fb81cb38d346face5b9"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_004/current.csv",
+      "bytes": 24349,
+      "sha256": "171aab53163802fccc164cd0071e1748f4b21c718aaf33fbbfd09eea16d30480"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_004/history.csv",
+      "bytes": 15266648,
+      "sha256": "8e3b33e87ff7d6ddc87407836b414833938941c617297952b07272caa1972a7a"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_004/info.json",
+      "bytes": 7785,
+      "sha256": "ae9f4e065d0fe6506a8ff37f00f98a0decc470a534e4801485c35aeef2ad0b16"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_004/test_current.csv",
+      "bytes": 2401,
+      "sha256": "29f6bcbe33a6ca58c0ac48b7e19e245091dc933ecd6e601c6da18c524c5b125b"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_005/Hotel_booking_demand_B4_005_current.json",
+      "bytes": 226881,
+      "sha256": "cafab279c96f5a5b4aa6d12d4e19e5c431077b2a0e2f66e0f24b6ab104ae6ddb"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_005/current.csv",
+      "bytes": 24021,
+      "sha256": "c2cbd818b55f2d2d5f5c46da9e3287754b9887cb3c9ea1a645c1a4b8f064d127"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_005/history.csv",
+      "bytes": 15232257,
+      "sha256": "8863c6a2a8672f693b3cd0bad11dcc3fd36bfef96bb0e937a10d5cc136c867e1"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_005/info.json",
+      "bytes": 7785,
+      "sha256": "ae9f4e065d0fe6506a8ff37f00f98a0decc470a534e4801485c35aeef2ad0b16"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_005/test_current.csv",
+      "bytes": 2438,
+      "sha256": "95a7fc95332abef180b8de2fde9dc80b54d5862584ea7c46062801dc6953dc32"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_006/Hotel_booking_demand_B4_006_current.json",
+      "bytes": 227788,
+      "sha256": "3b7a60f0038795f523fe89954d216d03931f299a272935413a5b1248b989da58"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_006/current.csv",
+      "bytes": 24054,
+      "sha256": "94d59acd69fc33ff6b053b35cdc61ef18af613e19de200b676b823836d748480"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_006/history.csv",
+      "bytes": 15199659,
+      "sha256": "03900f3d545f3b42741181bc9a8b7f159a8d4d2d25409ca175577f58fbdaaf0c"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_006/info.json",
+      "bytes": 7785,
+      "sha256": "ae9f4e065d0fe6506a8ff37f00f98a0decc470a534e4801485c35aeef2ad0b16"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_006/test_current.csv",
+      "bytes": 618,
+      "sha256": "8e01bbc9c7649d61f034fd4fbf54c906595067f093c6fa438a2498300d1930da"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_007/Hotel_booking_demand_B4_007_current.json",
+      "bytes": 229210,
+      "sha256": "7d3a17c664ee469fbf96ea69e279ed35e009691f195428f897e4257719909ac1"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_007/current.csv",
+      "bytes": 24254,
+      "sha256": "7454e3d79e73a472eeec9e7d5645ac6ac582ee98f31a8c135d998d18b44cf35a"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_007/history.csv",
+      "bytes": 15256041,
+      "sha256": "9a6de453ec7fc7abbe092178722fe13ceccbe8c83893ab1cc4dc3b7aacd0e36d"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_007/info.json",
+      "bytes": 7785,
+      "sha256": "ae9f4e065d0fe6506a8ff37f00f98a0decc470a534e4801485c35aeef2ad0b16"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_007/test_current.csv",
+      "bytes": 2263,
+      "sha256": "c1726eec4ee73a8fcdf63abb24d1b8dcc1a56074c878919ef0009f82926d010c"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_008/Hotel_booking_demand_B4_008_current.json",
+      "bytes": 229093,
+      "sha256": "10c667f50bc888adc5b469bac371a85703f26700dad8aefa5487f03704292f3c"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_008/current.csv",
+      "bytes": 24214,
+      "sha256": "95f6340c7b8799cf8ae5b28503778f71889b2c34f973b8ef8fe5051bcfa0c78f"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_008/history.csv",
+      "bytes": 15181111,
+      "sha256": "38fa82316e21619416bb6e5b7e3a6816838f5744880e9705721218cc56058387"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_008/info.json",
+      "bytes": 7785,
+      "sha256": "ae9f4e065d0fe6506a8ff37f00f98a0decc470a534e4801485c35aeef2ad0b16"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_008/test_current.csv",
+      "bytes": 2368,
+      "sha256": "8fd320de39d9082190cce31b5d4221f428ea6ee13964631bd6d42fbee19748fe"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_001/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_001_current.json",
+      "bytes": 329014,
+      "sha256": "51bbb3c7035d01952dc0faf8465a139be82e7936d5d76a9aa73936ab4cbc725d"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_001/current.csv",
+      "bytes": 30568,
+      "sha256": "c7215ad3740f02f894952cb34c36614f0c37d0fe52c7c78eef73f6444dfe4442"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_001/history.csv",
+      "bytes": 195823,
+      "sha256": "451933050e05d6da2c55d436d7510d7c9ff7e3107970c950cbd073d27eb8670a"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_001/info.json",
+      "bytes": 6977,
+      "sha256": "e732af254ec228481a0a5100365bae4a5e40366c73144512cb5715b818f7b646"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_001/test_current.csv",
+      "bytes": 2859,
+      "sha256": "af9968ad76cfb9622eda7526371b04a1415412a5181d16cb13e2a89d953757f8"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_002/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_002_current.json",
+      "bytes": 329145,
+      "sha256": "9cc376f98277969f6d2c957abf10830effb9181b40e39a2b3856949a392d9e2c"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_002/current.csv",
+      "bytes": 30503,
+      "sha256": "2b681a3584039a6a89ddfaa652d2d215837bf3c1dc0c8e9e0fa9a5a34199cf0b"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_002/history.csv",
+      "bytes": 195718,
+      "sha256": "bbb148279076bc46cbe1001f33086d059c803c43041733bca77d16096ee86a48"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_002/info.json",
+      "bytes": 6977,
+      "sha256": "e732af254ec228481a0a5100365bae4a5e40366c73144512cb5715b818f7b646"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_002/test_current.csv",
+      "bytes": 2820,
+      "sha256": "8e750928501b3b4f1b5c0fa90a26c059690d62617095820665a9a926c04234c6"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_003/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_003_current.json",
+      "bytes": 329096,
+      "sha256": "c5eec285af197455c5ab33bdd372cdd5507e8e4c106383bc6d1585ccc6b9051d"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_003/current.csv",
+      "bytes": 30633,
+      "sha256": "14ee73a39455436253357581690a9705d6a77f6e37caf04a42bbe079644006f3"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_003/history.csv",
+      "bytes": 195758,
+      "sha256": "a8a97d89ea142f28dcb17b4e808f16f0a4b9a4c524aff3d677bb926c0fd31d01"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_003/info.json",
+      "bytes": 6977,
+      "sha256": "e732af254ec228481a0a5100365bae4a5e40366c73144512cb5715b818f7b646"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_003/info_mod.json",
+      "bytes": 8508,
+      "sha256": "2cfa10aec3e0a3182ac4c4b06584525d376791a7d9f82ac1598f6e0c941af8a9"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_003/test_current.csv",
+      "bytes": 2849,
+      "sha256": "3b82b618a038598e06ac587f68601589b63bafc3cbd9f5f0840a379c1c701cfd"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_004/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_004_current.json",
+      "bytes": 329006,
+      "sha256": "4797674a4a157c928435069da6b511344441a5e9cc57bd58b305372b4ad1a8c0"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_004/current.csv",
+      "bytes": 30396,
+      "sha256": "2c283cd7062c83b346d360390fbb42a8ff592cd077a77e62169d321a80902587"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_004/history.csv",
+      "bytes": 195825,
+      "sha256": "a928d3a182fe67c9ce7ff678b03594d0d8dc70bba229e4f09b261c921a62e75f"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_004/info.json",
+      "bytes": 6977,
+      "sha256": "e732af254ec228481a0a5100365bae4a5e40366c73144512cb5715b818f7b646"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_004/test_current.csv",
+      "bytes": 2793,
+      "sha256": "166dc214906173520985cad25eddb72f9acc4ec28363f4d8b5ebe9ca220576c4"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_005/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_005_current.json",
+      "bytes": 329041,
+      "sha256": "3e1a9fe758c9d2f99d31de5e313c1998b18b310aa5f973e6f1c2bce582020e6d"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_005/current.csv",
+      "bytes": 30391,
+      "sha256": "5385b277347878ed3afc44eb8aa51f1200f013713eb94a3047551f1463a42250"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_005/history.csv",
+      "bytes": 195830,
+      "sha256": "73137899d8e6b9835eb74f6998ae47c371005cc6737c84684b738c41dd6cabca"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_005/info.json",
+      "bytes": 6977,
+      "sha256": "e732af254ec228481a0a5100365bae4a5e40366c73144512cb5715b818f7b646"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_005/test_current.csv",
+      "bytes": 1485,
+      "sha256": "feee93b3784f3f1e9ca94fc77697463ec4593d03e8c4c39919e576e941fd7549"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_006/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_006_current.json",
+      "bytes": 329380,
+      "sha256": "c27391d8ada00219ee6c64caae9d616f4741418c41a10e3d400932441f822e14"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_006/current.csv",
+      "bytes": 30659,
+      "sha256": "7d89303c4082873d7df6f186e9c6b6b0a645a3b109b004bd819f69084f5d5f85"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_006/history.csv",
+      "bytes": 195710,
+      "sha256": "bebff91d84bbb164ea631199b59928c25b1ee4f3870d0fcd1b5cafff3c4361c2"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_006/info.json",
+      "bytes": 6977,
+      "sha256": "e732af254ec228481a0a5100365bae4a5e40366c73144512cb5715b818f7b646"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_006/test_current.csv",
+      "bytes": 2806,
+      "sha256": "d80961d092f61bc64a3edf1c9ccb215280eb98d7b385ffa85b9308c6ea3b7bbf"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_007/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_007_current.json",
+      "bytes": 328891,
+      "sha256": "bff1bf261bffef9da37afa5efc9405dff140135d382b7c15ad79610c54f3391a"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_007/current.csv",
+      "bytes": 30504,
+      "sha256": "eb0b6e1bc479fc02eca45d0833f53d8dbfa7ff81bad21d1dcf85909a8bb32943"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_007/history.csv",
+      "bytes": 195864,
+      "sha256": "dad5ba5781a66c6664a561448f6d2762979f201649f3e12c91da7eb3ad60c43e"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_007/info.json",
+      "bytes": 6977,
+      "sha256": "e732af254ec228481a0a5100365bae4a5e40366c73144512cb5715b818f7b646"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_007/test_current.csv",
+      "bytes": 657,
+      "sha256": "091b867c328638c515f823c99457c1ba48fc742b607c787453aa53d77a42122a"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_008/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_008_current.json",
+      "bytes": 329181,
+      "sha256": "a19def20d9cc9347809ade8a2359b5f24fe643483c22bebfa6c9b8d18fc2f54a"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_008/current.csv",
+      "bytes": 30644,
+      "sha256": "cb47a8f8ca46b63b195883739d18093d5187e8b4290f2d6b1d1aa1479ba37f44"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_008/history.csv",
+      "bytes": 195722,
+      "sha256": "5567daee4b58f40c90ba11d40ae7253349a1cf06702d4efc03b48d4b444af92b"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_008/info.json",
+      "bytes": 6977,
+      "sha256": "e732af254ec228481a0a5100365bae4a5e40366c73144512cb5715b818f7b646"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4/IBM_HR_Analytics_Employee_Attrition_&_Performance_B4_008/test_current.csv",
+      "bytes": 1291,
+      "sha256": "f917504e17b19e6b47a4bfc30a347444d674d6e3699c0324569c8afb26349f45"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Mobile_Price_Classification_B4/Mobile_Price_Classification_B4_001/Mobile_Price_Classification_B4_001_current.json",
+      "bytes": 171049,
+      "sha256": "33395fe491301eb688faf0c30de050390e31e6c027fca18d74e186eccb0242fd"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Mobile_Price_Classification_B4/Mobile_Price_Classification_B4_001/current.csv",
+      "bytes": 11994,
+      "sha256": "b5480d0dbb195d028a68a60c4988f20c9d7a1f976f1f0b2b4d0e50a00e6a4060"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Mobile_Price_Classification_B4/Mobile_Price_Classification_B4_001/history.csv",
+      "bytes": 110166,
+      "sha256": "b0abf4ec3b3b18e78a7d124b554c2027553024afcb06fdb2ddeff42ffd601f19"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Mobile_Price_Classification_B4/Mobile_Price_Classification_B4_001/info.json",
+      "bytes": 3933,
+      "sha256": "759a205d4bd353012dec4f21874edf8290889cf32171bbe14783763d3167b3f6"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Mobile_Price_Classification_B4/Mobile_Price_Classification_B4_001/test_current.csv",
+      "bytes": 1066,
+      "sha256": "5abf048e1002c6e67a829bf860da0df57e16f4737e1696adae74d582ef978242"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Mobile_Price_Classification_B4/Mobile_Price_Classification_B4_002/Mobile_Price_Classification_B4_002_current.json",
+      "bytes": 171003,
+      "sha256": "01542890ec325d5c7ae3d9365f49a50745b8649dd16404aa2af55ad3d9e2331a"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Mobile_Price_Classification_B4/Mobile_Price_Classification_B4_002/current.csv",
+      "bytes": 11953,
+      "sha256": "4146315f8f8ffe3ebd66c179c9e1f5a2f58c3f22e478982f8590567a8605440d"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Mobile_Price_Classification_B4/Mobile_Price_Classification_B4_002/history.csv",
+      "bytes": 110207,
+      "sha256": "e8f285b71db0c33e5d25479b53e8745f57ecc1d7291ae1977347e1a60180d253"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Mobile_Price_Classification_B4/Mobile_Price_Classification_B4_002/info.json",
+      "bytes": 3933,
+      "sha256": "759a205d4bd353012dec4f21874edf8290889cf32171bbe14783763d3167b3f6"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Mobile_Price_Classification_B4/Mobile_Price_Classification_B4_002/test_current.csv",
+      "bytes": 1081,
+      "sha256": "e15950e80e6cb2780970094bb871938a04a82606a50104377721061906630e75"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Mobile_Price_Classification_B4/Mobile_Price_Classification_B4_003/Mobile_Price_Classification_B4_003_current.json",
+      "bytes": 171057,
+      "sha256": "3c66d61951fb597f89af3db4f030150d8fb3ebd3162935dcfc6328f2edaa7d25"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Mobile_Price_Classification_B4/Mobile_Price_Classification_B4_003/current.csv",
+      "bytes": 11999,
+      "sha256": "81cdc9c345602589e25d3ea7f0416f6e55f3a2d6efc18ab72ef3a0939f712c8f"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Mobile_Price_Classification_B4/Mobile_Price_Classification_B4_003/history.csv",
+      "bytes": 110161,
+      "sha256": "154ff2db65a09df20aa737e12d3ce9334f5480e647df1351bf01b805af0d8c4a"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Mobile_Price_Classification_B4/Mobile_Price_Classification_B4_003/info.json",
+      "bytes": 3933,
+      "sha256": "759a205d4bd353012dec4f21874edf8290889cf32171bbe14783763d3167b3f6"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Mobile_Price_Classification_B4/Mobile_Price_Classification_B4_003/test_current.csv",
+      "bytes": 1095,
+      "sha256": "d91fdd5f90cac59ff820a731f4c80e055171cb3e12946954f437a6b1952748ce"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Mobile_Price_Classification_B4/Mobile_Price_Classification_B4_004/Mobile_Price_Classification_B4_004_current.json",
+      "bytes": 170949,
+      "sha256": "dfff168da790768a9bbc340294f4c71455002aedcb99f6bc5d4bc9bd125ead12"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Mobile_Price_Classification_B4/Mobile_Price_Classification_B4_004/current.csv",
+      "bytes": 11939,
+      "sha256": "dfbce1aaac2e71c2b01a3819345ea5a02de42c6d5e4226cfff234a9dfcad0da4"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Mobile_Price_Classification_B4/Mobile_Price_Classification_B4_004/history.csv",
+      "bytes": 110221,
+      "sha256": "480fbf0380257c8d8e576227d11e76858fde2d56851171c4f9564a7eaf73eecb"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Mobile_Price_Classification_B4/Mobile_Price_Classification_B4_004/info.json",
+      "bytes": 3933,
+      "sha256": "759a205d4bd353012dec4f21874edf8290889cf32171bbe14783763d3167b3f6"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Mobile_Price_Classification_B4/Mobile_Price_Classification_B4_004/test_current.csv",
+      "bytes": 1095,
+      "sha256": "a27416b1138243347667b12e835ea0f7e33779e552ad44cd11fdfe564420061c"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Mobile_Price_Classification_B4/Mobile_Price_Classification_B4_005/Mobile_Price_Classification_B4_005_current.json",
+      "bytes": 171236,
+      "sha256": "750d817cb497678f3ca2a6be620e85cee2434ced08cbb5a2f224f9f1bd0e4261"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Mobile_Price_Classification_B4/Mobile_Price_Classification_B4_005/current.csv",
+      "bytes": 11991,
+      "sha256": "49f38c6c40b4b9d2829df62d97edbfa293e811a3e64c46a2adc7c2260a98eece"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Mobile_Price_Classification_B4/Mobile_Price_Classification_B4_005/history.csv",
+      "bytes": 110169,
+      "sha256": "2c3b09e4e34698b5d6f8320f417668a54d5abcd4a9ae89d3044e1facbf6a4787"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Mobile_Price_Classification_B4/Mobile_Price_Classification_B4_005/info.json",
+      "bytes": 3933,
+      "sha256": "759a205d4bd353012dec4f21874edf8290889cf32171bbe14783763d3167b3f6"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Mobile_Price_Classification_B4/Mobile_Price_Classification_B4_005/test_current.csv",
+      "bytes": 1098,
+      "sha256": "cd9b93c4c1d3ea95b06511406a3982d4710dbac98e156020d1ccd03b6bca30f0"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Mobile_Price_Classification_B4/Mobile_Price_Classification_B4_006/Mobile_Price_Classification_B4_006_current.json",
+      "bytes": 171186,
+      "sha256": "b841653c5e67f3df0d229551e7210dd3c0998ea306489bc199055ebb06396e96"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Mobile_Price_Classification_B4/Mobile_Price_Classification_B4_006/current.csv",
+      "bytes": 12014,
+      "sha256": "3d286c4edae9faf5bb6f738cd9ef9adcb47c8db048f3d7f6acbcdb8677e9baf6"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Mobile_Price_Classification_B4/Mobile_Price_Classification_B4_006/history.csv",
+      "bytes": 110146,
+      "sha256": "f616dd7dcd284bee9dec69eb8ee551c30986ba104813eb99804869fe25328130"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Mobile_Price_Classification_B4/Mobile_Price_Classification_B4_006/info.json",
+      "bytes": 3933,
+      "sha256": "759a205d4bd353012dec4f21874edf8290889cf32171bbe14783763d3167b3f6"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Mobile_Price_Classification_B4/Mobile_Price_Classification_B4_006/test_current.csv",
+      "bytes": 1076,
+      "sha256": "31d2101a13293b5f9eb52a16cac63926b3b6c4957a32dcba45df77acf3791c8e"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Mobile_Price_Classification_B4/Mobile_Price_Classification_B4_007/Mobile_Price_Classification_B4_007_current.json",
+      "bytes": 171158,
+      "sha256": "45a6cb8ca3d5c750c059da032de19b60ddc73a1d2cb38cfead10f6b1609de278"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Mobile_Price_Classification_B4/Mobile_Price_Classification_B4_007/current.csv",
+      "bytes": 11960,
+      "sha256": "6decdbf08f09b2c1d1b5e4072b3e00470c7c0363b4bb9568415e72415fc23e1f"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Mobile_Price_Classification_B4/Mobile_Price_Classification_B4_007/history.csv",
+      "bytes": 110200,
+      "sha256": "dcd40e79463f085d62bb85358742be24634861212ce653d856c68eefc57eaa2e"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Mobile_Price_Classification_B4/Mobile_Price_Classification_B4_007/info.json",
+      "bytes": 3933,
+      "sha256": "759a205d4bd353012dec4f21874edf8290889cf32171bbe14783763d3167b3f6"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Mobile_Price_Classification_B4/Mobile_Price_Classification_B4_007/test_current.csv",
+      "bytes": 1094,
+      "sha256": "237767ad812b96b127db0fe9587b17bf7e31b13e790b7510b6b7cf9c5a5aa3dd"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Mobile_Price_Classification_B4/Mobile_Price_Classification_B4_008/Mobile_Price_Classification_B4_008_current.json",
+      "bytes": 171248,
+      "sha256": "a5a659035f851440a42b63badf4db8c1fa700e37ec83d4354ede03d229757ae4"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Mobile_Price_Classification_B4/Mobile_Price_Classification_B4_008/current.csv",
+      "bytes": 12038,
+      "sha256": "b0b35ff6a64fc7d27da7d5cc4ce44d43b79c0cb86381cdf91002ec6fba859055"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Mobile_Price_Classification_B4/Mobile_Price_Classification_B4_008/history.csv",
+      "bytes": 110122,
+      "sha256": "e946c31b3d1f75e40323b2c56c36924db47aec74dc15f85801ca3cc19cf45ff6"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Mobile_Price_Classification_B4/Mobile_Price_Classification_B4_008/info.json",
+      "bytes": 3933,
+      "sha256": "759a205d4bd353012dec4f21874edf8290889cf32171bbe14783763d3167b3f6"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Mobile_Price_Classification_B4/Mobile_Price_Classification_B4_008/test_current.csv",
+      "bytes": 1091,
+      "sha256": "51b26dcb0f1aaa095987d6aba293db4d6842a6b0c8ec5de111aca7e8c244281d"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Wine_Quality_Dataset_B4/Wine_Quality_Dataset_B4_001/Wine_Quality_Dataset_B4_001_current.json",
+      "bytes": 129013,
+      "sha256": "8c702ab2f3dae93340b7aea04203e8f297fead2a6746586d3f005b2360f68a3d"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Wine_Quality_Dataset_B4/Wine_Quality_Dataset_B4_001/current.csv",
+      "bytes": 12357,
+      "sha256": "561bad6967354f5ba2e17a0e9d59944bd09359e987d80f9316f2b3802f906a74"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Wine_Quality_Dataset_B4/Wine_Quality_Dataset_B4_001/history.csv",
+      "bytes": 59210,
+      "sha256": "2e387a358dc1f301ee517ffd1e8aaa85efd06fd121bcecb5831a8a60172b16b8"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Wine_Quality_Dataset_B4/Wine_Quality_Dataset_B4_001/info.json",
+      "bytes": 2543,
+      "sha256": "9bc4fb2111751daf7bb718a0f99251e630ab9cb0d2dac9e06863bb526b5d2e59"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Wine_Quality_Dataset_B4/Wine_Quality_Dataset_B4_001/test_current.csv",
+      "bytes": 1088,
+      "sha256": "c557232c9490fec2c02abd0dfa61ee8f08b934f5d3e82f6aab351b59dde2361b"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Wine_Quality_Dataset_B4/Wine_Quality_Dataset_B4_002/Wine_Quality_Dataset_B4_002_current.json",
+      "bytes": 95501,
+      "sha256": "b99947f74adac54169fb9d4ab732a1b7cf53a275fa4d9ca30d77c7f5c4dcb60c"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Wine_Quality_Dataset_B4/Wine_Quality_Dataset_B4_002/current.csv",
+      "bytes": 12260,
+      "sha256": "549224fab48410e849f1d20f5b61b7a5ca51e8ceed7bc0c4657bdfa7a6f3edfd"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Wine_Quality_Dataset_B4/Wine_Quality_Dataset_B4_002/history.csv",
+      "bytes": 59307,
+      "sha256": "2a05930d9b6ce9960dd6a91468c609b758b31c6411c37446c47b2cc0a0098d57"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Wine_Quality_Dataset_B4/Wine_Quality_Dataset_B4_002/info.json",
+      "bytes": 2543,
+      "sha256": "9bc4fb2111751daf7bb718a0f99251e630ab9cb0d2dac9e06863bb526b5d2e59"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Wine_Quality_Dataset_B4/Wine_Quality_Dataset_B4_002/test_current.csv",
+      "bytes": 1088,
+      "sha256": "068ae6ea945599bcf9df4c9dce8749b3bb1931ae2f077d0f6f7b3a14b179e9c4"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Wine_Quality_Dataset_B4/Wine_Quality_Dataset_B4_003/Wine_Quality_Dataset_B4_003_current.json",
+      "bytes": 128653,
+      "sha256": "2b02ea3ecd88dd34753bad56f2c75848f6599dc872bf9bdec3902c514e04cb2e"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Wine_Quality_Dataset_B4/Wine_Quality_Dataset_B4_003/current.csv",
+      "bytes": 12285,
+      "sha256": "a172a5928084c875329662222b931abfe4ad2e6b8aff9107c128e1459b5f04ab"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Wine_Quality_Dataset_B4/Wine_Quality_Dataset_B4_003/history.csv",
+      "bytes": 59282,
+      "sha256": "f42471a6933644cb9132ce402e7e8b155d49f6f2648e7bb1299e6af86227dc3c"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Wine_Quality_Dataset_B4/Wine_Quality_Dataset_B4_003/info.json",
+      "bytes": 2543,
+      "sha256": "9bc4fb2111751daf7bb718a0f99251e630ab9cb0d2dac9e06863bb526b5d2e59"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Wine_Quality_Dataset_B4/Wine_Quality_Dataset_B4_003/test_current.csv",
+      "bytes": 542,
+      "sha256": "36cc4f7e12cccb702e07b0798b56d5d077c8261cd19803912d93b5f033c6aa51"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Wine_Quality_Dataset_B4/Wine_Quality_Dataset_B4_004/Wine_Quality_Dataset_B4_004_current.json",
+      "bytes": 128557,
+      "sha256": "afc54629381c563dddb7039a635b81e20995c3d872fc132df9d4497e92cd74a9"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Wine_Quality_Dataset_B4/Wine_Quality_Dataset_B4_004/current.csv",
+      "bytes": 12192,
+      "sha256": "91819e8a42c185ce9ddbb0ddf3128e77ff8baaf6ab96b86b4b1eef104d134a49"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Wine_Quality_Dataset_B4/Wine_Quality_Dataset_B4_004/history.csv",
+      "bytes": 59375,
+      "sha256": "f9069b120e765c11012b0da1f858dd67b9863f955c2999d8295211cf42f10d09"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Wine_Quality_Dataset_B4/Wine_Quality_Dataset_B4_004/info.json",
+      "bytes": 2543,
+      "sha256": "9bc4fb2111751daf7bb718a0f99251e630ab9cb0d2dac9e06863bb526b5d2e59"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Wine_Quality_Dataset_B4/Wine_Quality_Dataset_B4_004/test_current.csv",
+      "bytes": 542,
+      "sha256": "9bcf7cb6770279ce2b6456e1cfbcc81fea2eec5c6f812206173819f70dee2136"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Wine_Quality_Dataset_B4/Wine_Quality_Dataset_B4_005/Wine_Quality_Dataset_B4_005_current.json",
+      "bytes": 128726,
+      "sha256": "ee2bb38384fe846ed44be8d70e4360ed862532c1041a5cd302004d809df429bc"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Wine_Quality_Dataset_B4/Wine_Quality_Dataset_B4_005/current.csv",
+      "bytes": 12291,
+      "sha256": "4cb4fa49e0475aed89d65f0c363f4278e6dfaf691e2e63cd83135e52b6757ee2"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Wine_Quality_Dataset_B4/Wine_Quality_Dataset_B4_005/history.csv",
+      "bytes": 59276,
+      "sha256": "09f6a3b0b73f3bbae7bd4a5dfd621181402a29b1ab9c351a1d01b4f9140b9a2f"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Wine_Quality_Dataset_B4/Wine_Quality_Dataset_B4_005/info.json",
+      "bytes": 2543,
+      "sha256": "9bc4fb2111751daf7bb718a0f99251e630ab9cb0d2dac9e06863bb526b5d2e59"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Wine_Quality_Dataset_B4/Wine_Quality_Dataset_B4_005/test_current.csv",
+      "bytes": 210,
+      "sha256": "fcbd60b275974f4ca73d81b74152e90c63bde2a792733bcf09620df8bd58b9ec"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Wine_Quality_Dataset_B4/Wine_Quality_Dataset_B4_006/Wine_Quality_Dataset_B4_006_current.json",
+      "bytes": 128760,
+      "sha256": "e4ec8dd1d8c5296356c864638ea19a0517296573807c089a1899f6784738e637"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Wine_Quality_Dataset_B4/Wine_Quality_Dataset_B4_006/current.csv",
+      "bytes": 12304,
+      "sha256": "7cce123e23ec72f03b4635db631021a2e71f0287392f2fe5357a75ba2040599c"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Wine_Quality_Dataset_B4/Wine_Quality_Dataset_B4_006/history.csv",
+      "bytes": 59263,
+      "sha256": "6bb46595c8aac28771ab93a4ac99b7f641b88ecd82a49f884680835274e9bfb9"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Wine_Quality_Dataset_B4/Wine_Quality_Dataset_B4_006/info.json",
+      "bytes": 2543,
+      "sha256": "9bc4fb2111751daf7bb718a0f99251e630ab9cb0d2dac9e06863bb526b5d2e59"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Wine_Quality_Dataset_B4/Wine_Quality_Dataset_B4_006/test_current.csv",
+      "bytes": 221,
+      "sha256": "fc7b9e1d91d758b7f3be0af67e7d4fe0d833ccc47bf8f14eb99f75cf7c230094"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Wine_Quality_Dataset_B4/Wine_Quality_Dataset_B4_007/Wine_Quality_Dataset_B4_007_current.json",
+      "bytes": 129043,
+      "sha256": "8e51baf50068e23ee307111613e4c1212bab9289730b0f7a09f1c986208d8918"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Wine_Quality_Dataset_B4/Wine_Quality_Dataset_B4_007/current.csv",
+      "bytes": 12278,
+      "sha256": "34dd4c6bf8e996d63e623e2c40b746bc2529862075318bc5535111d59c63ef01"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Wine_Quality_Dataset_B4/Wine_Quality_Dataset_B4_007/history.csv",
+      "bytes": 59289,
+      "sha256": "3970e4f1a6e6b8d1a329d7f591e38316c9403c66d7196776cea38d092f8b3394"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Wine_Quality_Dataset_B4/Wine_Quality_Dataset_B4_007/info.json",
+      "bytes": 2543,
+      "sha256": "9bc4fb2111751daf7bb718a0f99251e630ab9cb0d2dac9e06863bb526b5d2e59"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Wine_Quality_Dataset_B4/Wine_Quality_Dataset_B4_007/test_current.csv",
+      "bytes": 1110,
+      "sha256": "0ecd3b953222d53d1bc2f7b5be7cc2fa98faee2acfa19aa72401f64078d58bbf"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Wine_Quality_Dataset_B4/Wine_Quality_Dataset_B4_008/Wine_Quality_Dataset_B4_008_current.json",
+      "bytes": 128884,
+      "sha256": "2ddd0ea958c1683522be80672bc559032362a0353c6b8a7156ce224a13ac73f2"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Wine_Quality_Dataset_B4/Wine_Quality_Dataset_B4_008/current.csv",
+      "bytes": 12263,
+      "sha256": "778682a0c67d5b0b4ae3685590bf11823e665e139f311d5ec4afdcdd15db5d93"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Wine_Quality_Dataset_B4/Wine_Quality_Dataset_B4_008/history.csv",
+      "bytes": 59304,
+      "sha256": "b557865acb508a77bea3bf124d9e75dd5f1c6ae900ff69564504743150f63610"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Wine_Quality_Dataset_B4/Wine_Quality_Dataset_B4_008/info.json",
+      "bytes": 2543,
+      "sha256": "9bc4fb2111751daf7bb718a0f99251e630ab9cb0d2dac9e06863bb526b5d2e59"
+    },
+    {
+      "path": "ranking_and_filtering/daily/classification/Wine_Quality_Dataset_B4/Wine_Quality_Dataset_B4_008/test_current.csv",
+      "bytes": 639,
+      "sha256": "3fddebb3c3fd2b3ea7aa452a463090617a325080b3ba296e20eaf50b20af90a9"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/100000_UK_Used_Car_Data_set_B4/100000_UK_Used_Car_Data_set_B4_001/100000_UK_Used_Car_Data_set_B4_001_current.json",
+      "bytes": 100027,
+      "sha256": "9582503be4e8a7402cbe10e69a194caa31355b8c266baa5bc5cdb6d710d10401"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/100000_UK_Used_Car_Data_set_B4/100000_UK_Used_Car_Data_set_B4_001/current.csv",
+      "bytes": 10793,
+      "sha256": "efa822611d72afb19e0b3934a8a70fee6404c4e282ac1224497d89acc0fa9ad0"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/100000_UK_Used_Car_Data_set_B4/100000_UK_Used_Car_Data_set_B4_001/history.csv",
+      "bytes": 5829435,
+      "sha256": "f0a12ae2a29e58fbe0850e18640b1eb31c6370d4b19654afff378782697d56a2"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/100000_UK_Used_Car_Data_set_B4/100000_UK_Used_Car_Data_set_B4_001/info.json",
+      "bytes": 8945,
+      "sha256": "527259b7068bdcff421345269e82b21a927562cabaa24354ba7b5c2a77302f10"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/100000_UK_Used_Car_Data_set_B4/100000_UK_Used_Car_Data_set_B4_001/test_current.csv",
+      "bytes": 941,
+      "sha256": "35fed845c243bb3950f66f8faac26c8ef94d9c790b2fd089be2794126d5a7f38"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/100000_UK_Used_Car_Data_set_B4/100000_UK_Used_Car_Data_set_B4_002/100000_UK_Used_Car_Data_set_B4_002_current.json",
+      "bytes": 99244,
+      "sha256": "5469dac3f3eda0b9e7f50d68d836bc52fdc3b02d79bd9ebb93b1d7c48a0916eb"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/100000_UK_Used_Car_Data_set_B4/100000_UK_Used_Car_Data_set_B4_002/current.csv",
+      "bytes": 10657,
+      "sha256": "42c68fa3d98dc364a48ef41e4745b43405a81dac6f2f94ce8d1ce86a4777be2b"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/100000_UK_Used_Car_Data_set_B4/100000_UK_Used_Car_Data_set_B4_002/history.csv",
+      "bytes": 5828243,
+      "sha256": "935cd99186b4c056fdf236fdf8fbd603ec3ce0c27d9e90d1a37ddcd281336d06"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/100000_UK_Used_Car_Data_set_B4/100000_UK_Used_Car_Data_set_B4_002/info.json",
+      "bytes": 8945,
+      "sha256": "527259b7068bdcff421345269e82b21a927562cabaa24354ba7b5c2a77302f10"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/100000_UK_Used_Car_Data_set_B4/100000_UK_Used_Car_Data_set_B4_002/test_current.csv",
+      "bytes": 525,
+      "sha256": "56697bf8e748e10b2363089fd886eaf8e19231d381cefb2052869e86c7aea81c"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/100000_UK_Used_Car_Data_set_B4/100000_UK_Used_Car_Data_set_B4_003/100000_UK_Used_Car_Data_set_B4_003_current.json",
+      "bytes": 99665,
+      "sha256": "b64912a7d08b66b6e937622430833433d49f9ef18f3e424e6bc0d2f10911199b"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/100000_UK_Used_Car_Data_set_B4/100000_UK_Used_Car_Data_set_B4_003/current.csv",
+      "bytes": 10700,
+      "sha256": "2dbfe59566d1312e64ac1154b3d7ed2612172bc05917b07ee845fa767a666e4d"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/100000_UK_Used_Car_Data_set_B4/100000_UK_Used_Car_Data_set_B4_003/history.csv",
+      "bytes": 5824633,
+      "sha256": "b7fbef5e904eaadaf9eaced428627d9d73c91412271f904c9233078faeec60f5"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/100000_UK_Used_Car_Data_set_B4/100000_UK_Used_Car_Data_set_B4_003/info.json",
+      "bytes": 8945,
+      "sha256": "527259b7068bdcff421345269e82b21a927562cabaa24354ba7b5c2a77302f10"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/100000_UK_Used_Car_Data_set_B4/100000_UK_Used_Car_Data_set_B4_003/test_current.csv",
+      "bytes": 365,
+      "sha256": "da1a735f40697a142bbe2aeb934bde4a0d614727d1161f2e9cb3eca3bfb22868"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/100000_UK_Used_Car_Data_set_B4/100000_UK_Used_Car_Data_set_B4_004/100000_UK_Used_Car_Data_set_B4_004_current.json",
+      "bytes": 98797,
+      "sha256": "4b83f5177290aa063f1b38304e30489a8088a59db09d176f067d4d26cffe5593"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/100000_UK_Used_Car_Data_set_B4/100000_UK_Used_Car_Data_set_B4_004/current.csv",
+      "bytes": 10547,
+      "sha256": "c5dbcba9d214c6654262d19b9e60019d3e13a9d446c94753aa21918385d4ea42"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/100000_UK_Used_Car_Data_set_B4/100000_UK_Used_Car_Data_set_B4_004/history.csv",
+      "bytes": 5828047,
+      "sha256": "ed1a5be69778c6034e7681114d30a6ce6bf54d826556e4500840ab2e25c67b09"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/100000_UK_Used_Car_Data_set_B4/100000_UK_Used_Car_Data_set_B4_004/info.json",
+      "bytes": 8945,
+      "sha256": "527259b7068bdcff421345269e82b21a927562cabaa24354ba7b5c2a77302f10"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/100000_UK_Used_Car_Data_set_B4/100000_UK_Used_Car_Data_set_B4_004/test_current.csv",
+      "bytes": 778,
+      "sha256": "7b77aa1091d2c4e588b5732f8b5999fdba6fcf9f2cfae4e904273ee0266bb181"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/100000_UK_Used_Car_Data_set_B4/100000_UK_Used_Car_Data_set_B4_005/100000_UK_Used_Car_Data_set_B4_005_current.json",
+      "bytes": 100028,
+      "sha256": "3fbb37c028abf057aac3ff28a6a3f1ade502f86ca2d8541be80b0ac91dd7cf7c"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/100000_UK_Used_Car_Data_set_B4/100000_UK_Used_Car_Data_set_B4_005/current.csv",
+      "bytes": 10756,
+      "sha256": "0deb9adaace41792dfd0e28d16298fedc9708e56a694a3a1fba199ecd79c551d"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/100000_UK_Used_Car_Data_set_B4/100000_UK_Used_Car_Data_set_B4_005/history.csv",
+      "bytes": 5819750,
+      "sha256": "6c413570a3a96b1ba75708f755c5c21eebc77d059f7d90c2b9c94db1e900c3f5"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/100000_UK_Used_Car_Data_set_B4/100000_UK_Used_Car_Data_set_B4_005/info.json",
+      "bytes": 8945,
+      "sha256": "527259b7068bdcff421345269e82b21a927562cabaa24354ba7b5c2a77302f10"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/100000_UK_Used_Car_Data_set_B4/100000_UK_Used_Car_Data_set_B4_005/test_current.csv",
+      "bytes": 655,
+      "sha256": "cda323ccee9e0751a8a542caf253c499224ffce0214b43399f063aee9ace0c7d"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/100000_UK_Used_Car_Data_set_B4/100000_UK_Used_Car_Data_set_B4_006/100000_UK_Used_Car_Data_set_B4_006_current.json",
+      "bytes": 99734,
+      "sha256": "690699daa35e14a478ec78cb082855529f6db8982106b0d64570d0ed72605785"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/100000_UK_Used_Car_Data_set_B4/100000_UK_Used_Car_Data_set_B4_006/current.csv",
+      "bytes": 10648,
+      "sha256": "e3d5ae0d2935758de43048da016c7e1017fc25890058dbce650a2ec84b8796d3"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/100000_UK_Used_Car_Data_set_B4/100000_UK_Used_Car_Data_set_B4_006/history.csv",
+      "bytes": 5824493,
+      "sha256": "a5906ac3958b9e0aae009bf4b4a8cd11a72d91f459f0dc93058f0039f6ceb186"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/100000_UK_Used_Car_Data_set_B4/100000_UK_Used_Car_Data_set_B4_006/info.json",
+      "bytes": 8945,
+      "sha256": "527259b7068bdcff421345269e82b21a927562cabaa24354ba7b5c2a77302f10"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/100000_UK_Used_Car_Data_set_B4/100000_UK_Used_Car_Data_set_B4_006/test_current.csv",
+      "bytes": 371,
+      "sha256": "69716b4dc07c59df7db6cf8f972be0f4bed7d22b9e38e2466c896029f6471f8a"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/100000_UK_Used_Car_Data_set_B4/100000_UK_Used_Car_Data_set_B4_007/100000_UK_Used_Car_Data_set_B4_007_current.json",
+      "bytes": 99894,
+      "sha256": "1f47b674b34938ac7cb64a87c3b78766d6c65885dfcb31f694fdc87f86ee9b14"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/100000_UK_Used_Car_Data_set_B4/100000_UK_Used_Car_Data_set_B4_007/current.csv",
+      "bytes": 10732,
+      "sha256": "8dc6e5efee983c6e1b2ac6bffd65d9d3514f2668a5684df33c4f4ba7a25b427a"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/100000_UK_Used_Car_Data_set_B4/100000_UK_Used_Car_Data_set_B4_007/history.csv",
+      "bytes": 5821109,
+      "sha256": "2167a88ff686a14812ce89897ef312c84190dbdd5b1292271e3b1d84ff9e2c60"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/100000_UK_Used_Car_Data_set_B4/100000_UK_Used_Car_Data_set_B4_007/info.json",
+      "bytes": 8945,
+      "sha256": "527259b7068bdcff421345269e82b21a927562cabaa24354ba7b5c2a77302f10"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/100000_UK_Used_Car_Data_set_B4/100000_UK_Used_Car_Data_set_B4_007/test_current.csv",
+      "bytes": 481,
+      "sha256": "dda6d8b575721e21340fb2ade3f7229fafb1d4f83575712febd7cc51e0239a90"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/100000_UK_Used_Car_Data_set_B4/100000_UK_Used_Car_Data_set_B4_008/100000_UK_Used_Car_Data_set_B4_008_current.json",
+      "bytes": 99444,
+      "sha256": "190ed6b62f942120ffc84a2b875f0bcc06c9de1af7653270fedb07b13d37bf6b"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/100000_UK_Used_Car_Data_set_B4/100000_UK_Used_Car_Data_set_B4_008/current.csv",
+      "bytes": 10599,
+      "sha256": "9e96b8c794e9e0732466cc831f774d46bf71853402d17b8803c79f00a8b12c9c"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/100000_UK_Used_Car_Data_set_B4/100000_UK_Used_Car_Data_set_B4_008/history.csv",
+      "bytes": 5826889,
+      "sha256": "010680369bff4928fd6ec0e46798e04f7aea7ed146aecf862237fa695d1daf05"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/100000_UK_Used_Car_Data_set_B4/100000_UK_Used_Car_Data_set_B4_008/info.json",
+      "bytes": 8945,
+      "sha256": "527259b7068bdcff421345269e82b21a927562cabaa24354ba7b5c2a77302f10"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/100000_UK_Used_Car_Data_set_B4/100000_UK_Used_Car_Data_set_B4_008/test_current.csv",
+      "bytes": 976,
+      "sha256": "cfad46121adb3af40e2a2373a73a711af81e17613f479f7edd291593552518ed"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Chocolate_Bar_Ratings_B4/Chocolate_Bar_Ratings_B4_001/Chocolate_Bar_Ratings_B4_001_current.json",
+      "bytes": 111298,
+      "sha256": "b64b65db72aefc65b43dfe81b9ce4b263837148e9ea9bbf81f2414143ec93af3"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Chocolate_Bar_Ratings_B4/Chocolate_Bar_Ratings_B4_001/current.csv",
+      "bytes": 13689,
+      "sha256": "3e47ab70003fd087f3fcab7ed3ab7491342ed38cdb7773d77c638427516d6450"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Chocolate_Bar_Ratings_B4/Chocolate_Bar_Ratings_B4_001/history.csv",
+      "bytes": 114214,
+      "sha256": "c41872e70ad653e9e06aa3fb3723a0bbdb4a5c3ebdbe18e75720f4545c7e67fd"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Chocolate_Bar_Ratings_B4/Chocolate_Bar_Ratings_B4_001/info.json",
+      "bytes": 8731,
+      "sha256": "7bb033d75770c04232718a28eb149f52f1e418ce16ce15d3d349f88dc6f3c16a"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Chocolate_Bar_Ratings_B4/Chocolate_Bar_Ratings_B4_001/test_current.csv",
+      "bytes": 362,
+      "sha256": "ac4f8478a8fdc61fe44b222acbb14764464f9e825eb85444181cd5ada466e5b6"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Chocolate_Bar_Ratings_B4/Chocolate_Bar_Ratings_B4_002/Chocolate_Bar_Ratings_B4_002_current.json",
+      "bytes": 110889,
+      "sha256": "7ce059244c817414f4e478df56d21a128c2ff2a7a0a107ca31c04d67deccde3b"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Chocolate_Bar_Ratings_B4/Chocolate_Bar_Ratings_B4_002/current.csv",
+      "bytes": 13240,
+      "sha256": "fb941162dd134cc168161ca0057da580ee1033335be3b088fd605b15bf624105"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Chocolate_Bar_Ratings_B4/Chocolate_Bar_Ratings_B4_002/history.csv",
+      "bytes": 114666,
+      "sha256": "bbb4b48df65fc597ba67be0c516619ec27e9d21440063f6ad54b6b8ffa5df37c"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Chocolate_Bar_Ratings_B4/Chocolate_Bar_Ratings_B4_002/info.json",
+      "bytes": 8731,
+      "sha256": "7bb033d75770c04232718a28eb149f52f1e418ce16ce15d3d349f88dc6f3c16a"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Chocolate_Bar_Ratings_B4/Chocolate_Bar_Ratings_B4_002/test_current.csv",
+      "bytes": 427,
+      "sha256": "8bfc48cc197b2a53922ebc9e1b50f2e5c0b388318aecf7315214e331eccf32fe"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Chocolate_Bar_Ratings_B4/Chocolate_Bar_Ratings_B4_003/Chocolate_Bar_Ratings_B4_003_current.json",
+      "bytes": 111211,
+      "sha256": "ed14f3d47ed82129b324880b8a680cf94fade7280ea8250f9f471dceacccb776"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Chocolate_Bar_Ratings_B4/Chocolate_Bar_Ratings_B4_003/current.csv",
+      "bytes": 13658,
+      "sha256": "6159c71b9affb144b63f8489646661f5eb2f57fac16af7fc5fdfe008872574f1"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Chocolate_Bar_Ratings_B4/Chocolate_Bar_Ratings_B4_003/history.csv",
+      "bytes": 114240,
+      "sha256": "228d8b8abafcbc1e1fa0511ed82bfb5c82bdd2749c328f36b01c35515472125a"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Chocolate_Bar_Ratings_B4/Chocolate_Bar_Ratings_B4_003/info.json",
+      "bytes": 8731,
+      "sha256": "7bb033d75770c04232718a28eb149f52f1e418ce16ce15d3d349f88dc6f3c16a"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Chocolate_Bar_Ratings_B4/Chocolate_Bar_Ratings_B4_003/test_current.csv",
+      "bytes": 240,
+      "sha256": "7c32d26c2873690e1f40376640ef79325d5fbcb76e64552469ab5a85373016b5"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Chocolate_Bar_Ratings_B4/Chocolate_Bar_Ratings_B4_004/Chocolate_Bar_Ratings_B4_004_current.json",
+      "bytes": 111596,
+      "sha256": "797acbad148e4559ee73e90c9007230bac469d50773bcaf7d603955773c77533"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Chocolate_Bar_Ratings_B4/Chocolate_Bar_Ratings_B4_004/current.csv",
+      "bytes": 13910,
+      "sha256": "c2f9a8f31e300e488ee0758ed4c9e64c5e1bbbb67d047578240fdb028f8848a2"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Chocolate_Bar_Ratings_B4/Chocolate_Bar_Ratings_B4_004/history.csv",
+      "bytes": 113989,
+      "sha256": "e0da76438f3e37007a9994790435f490fff24e9264b846167d6c9618b3a55f07"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Chocolate_Bar_Ratings_B4/Chocolate_Bar_Ratings_B4_004/info.json",
+      "bytes": 8731,
+      "sha256": "7bb033d75770c04232718a28eb149f52f1e418ce16ce15d3d349f88dc6f3c16a"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Chocolate_Bar_Ratings_B4/Chocolate_Bar_Ratings_B4_004/test_current.csv",
+      "bytes": 605,
+      "sha256": "9b3b350e041b4dffd85dd6904425239c08f26f3c3d497b251c15ed34ba96810f"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Chocolate_Bar_Ratings_B4/Chocolate_Bar_Ratings_B4_005/Chocolate_Bar_Ratings_B4_005_current.json",
+      "bytes": 111170,
+      "sha256": "6f88bc120f2562c594494b1e3fc23083cbbe70a0fd3c7f875569d799eda379b8"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Chocolate_Bar_Ratings_B4/Chocolate_Bar_Ratings_B4_005/current.csv",
+      "bytes": 13259,
+      "sha256": "3efa3718cbddbcab85fb877b72f3489463edd966b8bf2f4fcd44f3c68366d949"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Chocolate_Bar_Ratings_B4/Chocolate_Bar_Ratings_B4_005/history.csv",
+      "bytes": 114641,
+      "sha256": "0159341441d64a6b1bbec62081c7d84ecf0d3a5167cd8ff8d84d55d6843693e2"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Chocolate_Bar_Ratings_B4/Chocolate_Bar_Ratings_B4_005/info.json",
+      "bytes": 8731,
+      "sha256": "7bb033d75770c04232718a28eb149f52f1e418ce16ce15d3d349f88dc6f3c16a"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Chocolate_Bar_Ratings_B4/Chocolate_Bar_Ratings_B4_005/test_current.csv",
+      "bytes": 500,
+      "sha256": "e700dc346c101a242d32a31131323ec650d3537deb8360717c8a66328679e5be"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Chocolate_Bar_Ratings_B4/Chocolate_Bar_Ratings_B4_006/Chocolate_Bar_Ratings_B4_006_current.json",
+      "bytes": 111765,
+      "sha256": "8b4848f840f110faf222d5b46bd92731c23c424849ea5c54679563d8c2c83e43"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Chocolate_Bar_Ratings_B4/Chocolate_Bar_Ratings_B4_006/current.csv",
+      "bytes": 13696,
+      "sha256": "022d3449fcf09040a19da17f62fb1601c8ef40610069a23d7551d3885d6658a8"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Chocolate_Bar_Ratings_B4/Chocolate_Bar_Ratings_B4_006/history.csv",
+      "bytes": 114200,
+      "sha256": "1fa9ff07ecf08387a16a9960fcbdf678a2df15d608a7416963456f45a8060dbb"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Chocolate_Bar_Ratings_B4/Chocolate_Bar_Ratings_B4_006/info.json",
+      "bytes": 8731,
+      "sha256": "7bb033d75770c04232718a28eb149f52f1e418ce16ce15d3d349f88dc6f3c16a"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Chocolate_Bar_Ratings_B4/Chocolate_Bar_Ratings_B4_006/test_current.csv",
+      "bytes": 748,
+      "sha256": "755abcea724d4197452eab32519d10869fb4316ffe6c6a1ffa3ac6b18f0c05a2"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Chocolate_Bar_Ratings_B4/Chocolate_Bar_Ratings_B4_007/Chocolate_Bar_Ratings_B4_007_current.json",
+      "bytes": 111394,
+      "sha256": "6785f54554bb849081b212689649e5050fac3e97c5254288d4307ba9f428c152"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Chocolate_Bar_Ratings_B4/Chocolate_Bar_Ratings_B4_007/current.csv",
+      "bytes": 13561,
+      "sha256": "74a5576e843d0beb5e0da1b1417c89de4678b4814f7b4dba995271a60b463aa8"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Chocolate_Bar_Ratings_B4/Chocolate_Bar_Ratings_B4_007/history.csv",
+      "bytes": 114347,
+      "sha256": "256c1c24e818517177518e3655fe0cfcc4fe9135321da508c442097e4e737709"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Chocolate_Bar_Ratings_B4/Chocolate_Bar_Ratings_B4_007/info.json",
+      "bytes": 8731,
+      "sha256": "7bb033d75770c04232718a28eb149f52f1e418ce16ce15d3d349f88dc6f3c16a"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Chocolate_Bar_Ratings_B4/Chocolate_Bar_Ratings_B4_007/test_current.csv",
+      "bytes": 547,
+      "sha256": "72081cb11c641a8f04cfafa93a4098b866406c27eaf02d82cfd8620f7d94090e"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Chocolate_Bar_Ratings_B4/Chocolate_Bar_Ratings_B4_008/Chocolate_Bar_Ratings_B4_008_current.json",
+      "bytes": 111328,
+      "sha256": "33cdcf48ffb08785dac8e0d8d3f181fb3c5c36637dca4f10369eb184a0fe5408"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Chocolate_Bar_Ratings_B4/Chocolate_Bar_Ratings_B4_008/current.csv",
+      "bytes": 13544,
+      "sha256": "41e5d79b747acc3e9011dcd8be9d881e857ab33df6d0e9d61d7a825be639e283"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Chocolate_Bar_Ratings_B4/Chocolate_Bar_Ratings_B4_008/history.csv",
+      "bytes": 114359,
+      "sha256": "d930f141e92f63bd5af4e1989c7567aae4e0fb4923959b3c677147126c87c726"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Chocolate_Bar_Ratings_B4/Chocolate_Bar_Ratings_B4_008/info.json",
+      "bytes": 8731,
+      "sha256": "7bb033d75770c04232718a28eb149f52f1e418ce16ce15d3d349f88dc6f3c16a"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Chocolate_Bar_Ratings_B4/Chocolate_Bar_Ratings_B4_008/test_current.csv",
+      "bytes": 463,
+      "sha256": "32c60331ae282f9ff70981fd3648465e7f668ed682618d3e2e174dede9b9f020"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Global_YouTube_Statistics_2023_B4/Global_YouTube_Statistics_2023_B4_001/Global_YouTube_Statistics_2023_B4_001_current.json",
+      "bytes": 294603,
+      "sha256": "c362cf37812858e308c42349b6b5e2be4c10d12a864a7075b789745999d227b2"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Global_YouTube_Statistics_2023_B4/Global_YouTube_Statistics_2023_B4_001/current.csv",
+      "bytes": 43436,
+      "sha256": "ee52b0b32a708254f95c3381853ed29b2308479ee2084a5049af9dc8c182e26a"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Global_YouTube_Statistics_2023_B4/Global_YouTube_Statistics_2023_B4_001/history.csv",
+      "bytes": 178750,
+      "sha256": "748ecb6b6d382705751d0d10ea8719091373c79622bccd4b3855891eff59a3b3"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Global_YouTube_Statistics_2023_B4/Global_YouTube_Statistics_2023_B4_001/info.json",
+      "bytes": 6810,
+      "sha256": "6c72aac27068ac6696747004621d7867cbc512520e13a57074f010663fdd03f0"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Global_YouTube_Statistics_2023_B4/Global_YouTube_Statistics_2023_B4_001/test_current.csv",
+      "bytes": 1192,
+      "sha256": "908e3859787b3052df8b6327defc525d0f05d6da15bd8283052657ae6b90d668"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Global_YouTube_Statistics_2023_B4/Global_YouTube_Statistics_2023_B4_002/Global_YouTube_Statistics_2023_B4_002_current.json",
+      "bytes": 223214,
+      "sha256": "36ce7bdee7af766c77f936d858b3ce10fdfb6bcba1021ce343c922ef84674cef"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Global_YouTube_Statistics_2023_B4/Global_YouTube_Statistics_2023_B4_002/current.csv",
+      "bytes": 42510,
+      "sha256": "737940f9a69400a1b5d004c8324dafa48c40db5a23829f806be6d0599c8b934d"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Global_YouTube_Statistics_2023_B4/Global_YouTube_Statistics_2023_B4_002/history.csv",
+      "bytes": 179686,
+      "sha256": "f5b8e106300ee39a7277403f7c45f9b176c7be9da925c37ce7140c00a839afd3"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Global_YouTube_Statistics_2023_B4/Global_YouTube_Statistics_2023_B4_002/info.json",
+      "bytes": 6810,
+      "sha256": "6c72aac27068ac6696747004621d7867cbc512520e13a57074f010663fdd03f0"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Global_YouTube_Statistics_2023_B4/Global_YouTube_Statistics_2023_B4_002/test_current.csv",
+      "bytes": 1340,
+      "sha256": "5216cc4435ee582cb7d12ac3d6e477266e9d56dd45880081abe2985370d55896"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Global_YouTube_Statistics_2023_B4/Global_YouTube_Statistics_2023_B4_003/Global_YouTube_Statistics_2023_B4_003_current.json",
+      "bytes": 294852,
+      "sha256": "3567ef937f262634cdb5ba12cd439128311fcc23c61480ce84fa5c0d15edebf1"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Global_YouTube_Statistics_2023_B4/Global_YouTube_Statistics_2023_B4_003/current.csv",
+      "bytes": 43571,
+      "sha256": "308ec8dcb7afd5838d498c360e4097da7346088c6e097e199cab20c2a1fa63ff"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Global_YouTube_Statistics_2023_B4/Global_YouTube_Statistics_2023_B4_003/history.csv",
+      "bytes": 178559,
+      "sha256": "5ea083fd93c3df0e0f90f01e4496084115b984f3a6ae31530f275a6eb5fcd583"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Global_YouTube_Statistics_2023_B4/Global_YouTube_Statistics_2023_B4_003/info.json",
+      "bytes": 6810,
+      "sha256": "6c72aac27068ac6696747004621d7867cbc512520e13a57074f010663fdd03f0"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Global_YouTube_Statistics_2023_B4/Global_YouTube_Statistics_2023_B4_003/test_current.csv",
+      "bytes": 664,
+      "sha256": "0372aa079cde8a02b5ec15ec35b20205679f3f664d8fb87a078f30bdb2ef0d1e"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Global_YouTube_Statistics_2023_B4/Global_YouTube_Statistics_2023_B4_004/Global_YouTube_Statistics_2023_B4_004_current.json",
+      "bytes": 218115,
+      "sha256": "3d5f4af979d4c3bad05ef3404eb4c09fdd9327791856493879f4f69e83076da6"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Global_YouTube_Statistics_2023_B4/Global_YouTube_Statistics_2023_B4_004/current.csv",
+      "bytes": 41120,
+      "sha256": "84dad39333488c53ba9ae44661caca76260ca92c76b00b13d9f30061bd037dfb"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Global_YouTube_Statistics_2023_B4/Global_YouTube_Statistics_2023_B4_004/history.csv",
+      "bytes": 181100,
+      "sha256": "4a932ba9e37aff80c7f31723cfe40289f952c4bb5d048d2910288a80d12ac8f5"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Global_YouTube_Statistics_2023_B4/Global_YouTube_Statistics_2023_B4_004/info.json",
+      "bytes": 6810,
+      "sha256": "6c72aac27068ac6696747004621d7867cbc512520e13a57074f010663fdd03f0"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Global_YouTube_Statistics_2023_B4/Global_YouTube_Statistics_2023_B4_004/test_current.csv",
+      "bytes": 1580,
+      "sha256": "c1c5caca1b6ab83279e49f082d9dcf8e374f170db7cc355c84bd519d284708de"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Global_YouTube_Statistics_2023_B4/Global_YouTube_Statistics_2023_B4_005/Global_YouTube_Statistics_2023_B4_005_current.json",
+      "bytes": 295022,
+      "sha256": "65fb81c88dd6358f720d611c639f253f7cca3180b668a89580d9e2fbdd7f4bed"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Global_YouTube_Statistics_2023_B4/Global_YouTube_Statistics_2023_B4_005/current.csv",
+      "bytes": 43393,
+      "sha256": "d0081fa94384cc6138d12f797c97908e8851f135724d7cafb8d2ff1e84029001"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Global_YouTube_Statistics_2023_B4/Global_YouTube_Statistics_2023_B4_005/history.csv",
+      "bytes": 178753,
+      "sha256": "1a5365e5ec95bb3edffd4f9e04a8301a99304b3eda16748a13a7a6cc2ee6aa1b"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Global_YouTube_Statistics_2023_B4/Global_YouTube_Statistics_2023_B4_005/info.json",
+      "bytes": 6810,
+      "sha256": "6c72aac27068ac6696747004621d7867cbc512520e13a57074f010663fdd03f0"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Global_YouTube_Statistics_2023_B4/Global_YouTube_Statistics_2023_B4_005/test_current.csv",
+      "bytes": 1570,
+      "sha256": "ec56da904f92c9100b5dc578c3094d04cf69a2fb5aea7ba8835d54cd3d16572d"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Global_YouTube_Statistics_2023_B4/Global_YouTube_Statistics_2023_B4_006/Global_YouTube_Statistics_2023_B4_006_current.json",
+      "bytes": 295991,
+      "sha256": "69d6525be0e51766d81bfc54e58de8d049dfe1eb2324880a91b7587a2fa9c40b"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Global_YouTube_Statistics_2023_B4/Global_YouTube_Statistics_2023_B4_006/current.csv",
+      "bytes": 44613,
+      "sha256": "5230eee1212614e76c90549030860867c68cd6572cb9ba012bc0b38ef87e9ae6"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Global_YouTube_Statistics_2023_B4/Global_YouTube_Statistics_2023_B4_006/history.csv",
+      "bytes": 177504,
+      "sha256": "b1339edd94ab1e9d9c1e6086b32be2a6ac0d1574be768c56f03cfde88b1e77ac"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Global_YouTube_Statistics_2023_B4/Global_YouTube_Statistics_2023_B4_006/info.json",
+      "bytes": 6810,
+      "sha256": "6c72aac27068ac6696747004621d7867cbc512520e13a57074f010663fdd03f0"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Global_YouTube_Statistics_2023_B4/Global_YouTube_Statistics_2023_B4_006/test_current.csv",
+      "bytes": 1053,
+      "sha256": "9e85ef372ba82afbc5f9ac0f54a31dabe769be4abdee9b959ccf8cd53892d8f9"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Global_YouTube_Statistics_2023_B4/Global_YouTube_Statistics_2023_B4_007/Global_YouTube_Statistics_2023_B4_007_current.json",
+      "bytes": 295805,
+      "sha256": "17da8c9d2299287a9edf6518f7135d2b6d2e2fff3f415210676bfa072a7a336f"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Global_YouTube_Statistics_2023_B4/Global_YouTube_Statistics_2023_B4_007/current.csv",
+      "bytes": 44385,
+      "sha256": "00ac03a82b254dfd0c5ce717739bda82a7c5bb96fa1dbc56a16683d619be2d9e"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Global_YouTube_Statistics_2023_B4/Global_YouTube_Statistics_2023_B4_007/history.csv",
+      "bytes": 177740,
+      "sha256": "2741a96b63dc7a3865c1aaec4ec8e3e8008757b2bc5278d968d4792bf4ae6514"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Global_YouTube_Statistics_2023_B4/Global_YouTube_Statistics_2023_B4_007/info.json",
+      "bytes": 6810,
+      "sha256": "6c72aac27068ac6696747004621d7867cbc512520e13a57074f010663fdd03f0"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Global_YouTube_Statistics_2023_B4/Global_YouTube_Statistics_2023_B4_007/test_current.csv",
+      "bytes": 1037,
+      "sha256": "bed1c35c6b83f6647d67b05493fcb3db0cd0c5039c4fa4febb8feace8d05feb4"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Global_YouTube_Statistics_2023_B4/Global_YouTube_Statistics_2023_B4_008/Global_YouTube_Statistics_2023_B4_008_current.json",
+      "bytes": 295645,
+      "sha256": "b0b2a22974281db77640680b7006f6ff5af2a17cbf5cbf5a3e8200a11ffa4a8e"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Global_YouTube_Statistics_2023_B4/Global_YouTube_Statistics_2023_B4_008/current.csv",
+      "bytes": 44033,
+      "sha256": "d233f8d231b5210e9fb5ddcd6365e4dbc206195515ab1c8b86cc1d8095013c20"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Global_YouTube_Statistics_2023_B4/Global_YouTube_Statistics_2023_B4_008/history.csv",
+      "bytes": 178110,
+      "sha256": "0231c41eab5c9972a32eccd6d7844c43d53fcd9ace39c3b8f9c42d3b178365cb"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Global_YouTube_Statistics_2023_B4/Global_YouTube_Statistics_2023_B4_008/info.json",
+      "bytes": 6810,
+      "sha256": "6c72aac27068ac6696747004621d7867cbc512520e13a57074f010663fdd03f0"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Global_YouTube_Statistics_2023_B4/Global_YouTube_Statistics_2023_B4_008/test_current.csv",
+      "bytes": 1516,
+      "sha256": "2c5c457724b802e8ed05684f0e7c2ad0e5bbb199c9edd42c50d2a48e96623a99"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Gun_Violence_Data_B4/Gun_Violence_Data_B4_001/Gun_Violence_Data_B4_001_current.json",
+      "bytes": 85259,
+      "sha256": "111f275450c10439ed5e4bbb06aea63190ae66ee2442bbbe8a7fae759bb8fb17"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Gun_Violence_Data_B4/Gun_Violence_Data_B4_001/current.csv",
+      "bytes": 36457,
+      "sha256": "ca97e6ce0cd9c84961794daaa560daeb3a177e36d35a407c994fc0d8574ce814"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Gun_Violence_Data_B4/Gun_Violence_Data_B4_001/history.csv",
+      "bytes": 150996836,
+      "sha256": "60bd5f3e05284b76c3aa28e06ad380c79436e46e892bf8e2334fdabcaeadef4a"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Gun_Violence_Data_B4/Gun_Violence_Data_B4_001/info.json",
+      "bytes": 5584,
+      "sha256": "e42d286d2d06084d6f2e61693364cffc9905e11fbc3a6b1694afcbf4b494f3f6"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Gun_Violence_Data_B4/Gun_Violence_Data_B4_001/test_current.csv",
+      "bytes": 3203,
+      "sha256": "0b9adc10f9710d089c48ac539807bd4de1825bc5d53af4ce3a451c09932b5df2"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Gun_Violence_Data_B4/Gun_Violence_Data_B4_002/Gun_Violence_Data_B4_002_current.json",
+      "bytes": 369293,
+      "sha256": "93ac8107c10f21793d1072c81df80abb404cf1256b45646c407ab58d796ade15"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Gun_Violence_Data_B4/Gun_Violence_Data_B4_002/current.csv",
+      "bytes": 120141,
+      "sha256": "5bf5552f67faa269797890175544f5481d60518e0c1a1527fa698041e7727c46"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Gun_Violence_Data_B4/Gun_Violence_Data_B4_002/history.csv",
+      "bytes": 150912868,
+      "sha256": "0e2f760858b838a50d91ab7afbda39a82c27797fe744b4b911273c79a2ff1aa0"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Gun_Violence_Data_B4/Gun_Violence_Data_B4_002/info.json",
+      "bytes": 5584,
+      "sha256": "e42d286d2d06084d6f2e61693364cffc9905e11fbc3a6b1694afcbf4b494f3f6"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Gun_Violence_Data_B4/Gun_Violence_Data_B4_002/test_current.csv",
+      "bytes": 1277,
+      "sha256": "d2b4433c889a13117f5715c659da398ae86498563eb72037c5c33e1ae90fe7aa"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Gun_Violence_Data_B4/Gun_Violence_Data_B4_003/Gun_Violence_Data_B4_003_current.json",
+      "bytes": 377580,
+      "sha256": "debab2c84960fa5d9dcd1279a73dbb62a0e71dbe47436598e1403c84abe02b75"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Gun_Violence_Data_B4/Gun_Violence_Data_B4_003/current.csv",
+      "bytes": 123187,
+      "sha256": "892deeac49ab376d9c02273138f472d2aceef18edf13299cbd8e1c810b6ca87a"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Gun_Violence_Data_B4/Gun_Violence_Data_B4_003/history.csv",
+      "bytes": 150909814,
+      "sha256": "701317183ec6185ed4eeed82570783d1e2a2edbbdce02d2375a3a6a8dc5426dc"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Gun_Violence_Data_B4/Gun_Violence_Data_B4_003/info.json",
+      "bytes": 5584,
+      "sha256": "e42d286d2d06084d6f2e61693364cffc9905e11fbc3a6b1694afcbf4b494f3f6"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Gun_Violence_Data_B4/Gun_Violence_Data_B4_003/test_current.csv",
+      "bytes": 2819,
+      "sha256": "031a9a101166cefd02418727430b35f3849fc5327172f3da29bc25b33d902b4c"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Gun_Violence_Data_B4/Gun_Violence_Data_B4_004/Gun_Violence_Data_B4_004_current.json",
+      "bytes": 93048,
+      "sha256": "c3752d17443ea6e8ec7e0b55f93dd4fdffa78b0aa69580f9e5ad789414df8a83"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Gun_Violence_Data_B4/Gun_Violence_Data_B4_004/current.csv",
+      "bytes": 38181,
+      "sha256": "b9cd097b3fe799a8d00afe2ebde86335a337dcd41ac9d19bc238ad455e49e1ba"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Gun_Violence_Data_B4/Gun_Violence_Data_B4_004/history.csv",
+      "bytes": 150995100,
+      "sha256": "6938a4d2e15b3ee7ed64accbe557d079873fd5b56c2cab7bc04aed3508562a66"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Gun_Violence_Data_B4/Gun_Violence_Data_B4_004/info.json",
+      "bytes": 5584,
+      "sha256": "e42d286d2d06084d6f2e61693364cffc9905e11fbc3a6b1694afcbf4b494f3f6"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Gun_Violence_Data_B4/Gun_Violence_Data_B4_004/test_current.csv",
+      "bytes": 9814,
+      "sha256": "eeddf4dd8c573f7c00e6b1663aeff0daea6623ff424fef06cab6a51e5d43a34f"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Gun_Violence_Data_B4/Gun_Violence_Data_B4_005/Gun_Violence_Data_B4_005_current.json",
+      "bytes": 309240,
+      "sha256": "e5ce15cc780a4c1a9f8a45927dd93778e17f2271fe3c51d068dbe2929283b7ba"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Gun_Violence_Data_B4/Gun_Violence_Data_B4_005/current.csv",
+      "bytes": 121328,
+      "sha256": "974f306a2d57f80e779b7b674fbae9b71401baf22819e4832ddeb2b8f8db31c7"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Gun_Violence_Data_B4/Gun_Violence_Data_B4_005/history.csv",
+      "bytes": 150911679,
+      "sha256": "5b257c3e7de2825987d419aa8fed5ad17bdf410e8538ed8c0828755b2894d75f"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Gun_Violence_Data_B4/Gun_Violence_Data_B4_005/info.json",
+      "bytes": 5584,
+      "sha256": "e42d286d2d06084d6f2e61693364cffc9905e11fbc3a6b1694afcbf4b494f3f6"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Gun_Violence_Data_B4/Gun_Violence_Data_B4_005/test_current.csv",
+      "bytes": 1756,
+      "sha256": "d0ad065e27b5873b5c338a6aa9366ee4d32f66cd0c6082c7946e28fade4457cf"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Gun_Violence_Data_B4/Gun_Violence_Data_B4_006/Gun_Violence_Data_B4_006_current.json",
+      "bytes": 371106,
+      "sha256": "997a06818416988e72f44e545c852809e7497ada0269df1c4a258e2e49d936cf"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Gun_Violence_Data_B4/Gun_Violence_Data_B4_006/current.csv",
+      "bytes": 122899,
+      "sha256": "8d1996dee4203d1fa624b4cb4932f876ad19e403185171e23fc0bff119963734"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Gun_Violence_Data_B4/Gun_Violence_Data_B4_006/history.csv",
+      "bytes": 150910112,
+      "sha256": "389e2457bf5c20d7f9fd35160114c29e7bc4fbe43b6863c9e117e9af3a497cd9"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Gun_Violence_Data_B4/Gun_Violence_Data_B4_006/info.json",
+      "bytes": 5584,
+      "sha256": "e42d286d2d06084d6f2e61693364cffc9905e11fbc3a6b1694afcbf4b494f3f6"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Gun_Violence_Data_B4/Gun_Violence_Data_B4_006/test_current.csv",
+      "bytes": 5056,
+      "sha256": "99f4fdeff0d6064dcf7b04f0d7e6bca72e29c03266e27efeec0ed4d4ec31823a"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Gun_Violence_Data_B4/Gun_Violence_Data_B4_007/Gun_Violence_Data_B4_007_current.json",
+      "bytes": 356695,
+      "sha256": "d809a9040e5a61915a97f6cc025fcf409d32dff6cda305a647bd1fbe6aeaec2e"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Gun_Violence_Data_B4/Gun_Violence_Data_B4_007/current.csv",
+      "bytes": 115015,
+      "sha256": "fe39353d0946b61f46280de28f7a9228d3a92af57a0fdfc10a1ce71c9e6b0c58"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Gun_Violence_Data_B4/Gun_Violence_Data_B4_007/history.csv",
+      "bytes": 150918006,
+      "sha256": "ea8f9b9139ed81c6aefab01f36768607038c95376b08efba55e60d705e194bdc"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Gun_Violence_Data_B4/Gun_Violence_Data_B4_007/info.json",
+      "bytes": 5584,
+      "sha256": "e42d286d2d06084d6f2e61693364cffc9905e11fbc3a6b1694afcbf4b494f3f6"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Gun_Violence_Data_B4/Gun_Violence_Data_B4_007/test_current.csv",
+      "bytes": 3714,
+      "sha256": "9edccec8e977c7063e118635b6a6222a77e08954dffcd7aeada3e7bde7872ded"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Gun_Violence_Data_B4/Gun_Violence_Data_B4_008/Gun_Violence_Data_B4_008_current.json",
+      "bytes": 378618,
+      "sha256": "c29a430160a40c73a61e6435ae4cfc4a8d7b8f33ab775ed63a101123caec2045"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Gun_Violence_Data_B4/Gun_Violence_Data_B4_008/current.csv",
+      "bytes": 122644,
+      "sha256": "60bba233ca16a55883ccd4cd5bebb3c5262915478659b639c455efc663a75734"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Gun_Violence_Data_B4/Gun_Violence_Data_B4_008/history.csv",
+      "bytes": 150910355,
+      "sha256": "22165ebec57d466d812dcc5031c0c9a93bb077f8d99ff814b179e407d16a9497"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Gun_Violence_Data_B4/Gun_Violence_Data_B4_008/info.json",
+      "bytes": 5584,
+      "sha256": "e42d286d2d06084d6f2e61693364cffc9905e11fbc3a6b1694afcbf4b494f3f6"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Gun_Violence_Data_B4/Gun_Violence_Data_B4_008/test_current.csv",
+      "bytes": 950,
+      "sha256": "e5b8823175fce5d49404085888597ae47b5eb387b8a929bd0fdf6b0fc2284afd"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Student_Performance_Factors_B4/Student_Performance_Factors_B4_001/Student_Performance_Factors_B4_001_current.json",
+      "bytes": 210504,
+      "sha256": "eb162ce3020491ddfedcd0ff9bffc7ac327dae795f87c84e5907fe71141b1465"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Student_Performance_Factors_B4/Student_Performance_Factors_B4_001/current.csv",
+      "bytes": 18936,
+      "sha256": "a353406ca9584fa3383b77648181b4e3bc60919eba87bc117693c21a7ea54cd1"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Student_Performance_Factors_B4/Student_Performance_Factors_B4_001/history.csv",
+      "bytes": 616124,
+      "sha256": "3d2c6c8b5389e9f34b2fd3d24b6bc159415cf129b43844ce3d5853f603bab330"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Student_Performance_Factors_B4/Student_Performance_Factors_B4_001/info.json",
+      "bytes": 4606,
+      "sha256": "e043dce5b03ce6da8d77064b5697bd5d3e8ef6a221fde58e2cc064c6b88f0d12"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Student_Performance_Factors_B4/Student_Performance_Factors_B4_001/test_current.csv",
+      "bytes": 920,
+      "sha256": "05a6492fea8401f333643802e98d8c0651b49d6c4abcf1dd980b4bdea45005f4"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Student_Performance_Factors_B4/Student_Performance_Factors_B4_002/Student_Performance_Factors_B4_002_current.json",
+      "bytes": 210655,
+      "sha256": "575df274fdae551a011dae279421a96ede3ea82eb658b5f7b8702b84c823b89d"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Student_Performance_Factors_B4/Student_Performance_Factors_B4_002/current.csv",
+      "bytes": 19006,
+      "sha256": "938b5863323c20386a30e2b12b1e74f275f3d3fdfc6041ff47d2592c0b4c3523"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Student_Performance_Factors_B4/Student_Performance_Factors_B4_002/history.csv",
+      "bytes": 616055,
+      "sha256": "e6f1aa1c113203cdb410dd4f13e558a2c8fd0799b9dbb459d74632d45ba458e2"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Student_Performance_Factors_B4/Student_Performance_Factors_B4_002/info.json",
+      "bytes": 4606,
+      "sha256": "e043dce5b03ce6da8d77064b5697bd5d3e8ef6a221fde58e2cc064c6b88f0d12"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Student_Performance_Factors_B4/Student_Performance_Factors_B4_002/test_current.csv",
+      "bytes": 998,
+      "sha256": "b1d667dc8169278313ef3b01a608a0ec9f34efe9bebd2e8b4fe45de989aa573a"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Student_Performance_Factors_B4/Student_Performance_Factors_B4_003/Student_Performance_Factors_B4_003_current.json",
+      "bytes": 210496,
+      "sha256": "0a441108bb1797903328395c1159ac4d5eba149b7876b93b7b94244d51a5aabe"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Student_Performance_Factors_B4/Student_Performance_Factors_B4_003/current.csv",
+      "bytes": 18951,
+      "sha256": "a3cbba97438563ba647451bb0010705827aa22390325c7d0cf2534249e967f99"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Student_Performance_Factors_B4/Student_Performance_Factors_B4_003/history.csv",
+      "bytes": 616110,
+      "sha256": "ad70e3ae720066a9c5a044173982a19f96ca0281f461f7ba0c1628a6b67b0265"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Student_Performance_Factors_B4/Student_Performance_Factors_B4_003/info.json",
+      "bytes": 4606,
+      "sha256": "e043dce5b03ce6da8d77064b5697bd5d3e8ef6a221fde58e2cc064c6b88f0d12"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Student_Performance_Factors_B4/Student_Performance_Factors_B4_003/test_current.csv",
+      "bytes": 701,
+      "sha256": "50a0962d41131219cb16abb725fe249d22aab7fb0de0a0479bdbef80faa53fc8"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Student_Performance_Factors_B4/Student_Performance_Factors_B4_004/Student_Performance_Factors_B4_004_current.json",
+      "bytes": 210656,
+      "sha256": "e186d6e39c39b1d4517833dae79d30dd6fa2a706da75155b5f75a3fdcc5e71b9"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Student_Performance_Factors_B4/Student_Performance_Factors_B4_004/current.csv",
+      "bytes": 18929,
+      "sha256": "2494ccb9007cda2394e129c604227b99348da1f299d19d1f8a5b156dd3bfe016"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Student_Performance_Factors_B4/Student_Performance_Factors_B4_004/history.csv",
+      "bytes": 616132,
+      "sha256": "5d48a7c1a99468eee62719056f331e7f8cae77182e89eac05a2c067de92e9881"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Student_Performance_Factors_B4/Student_Performance_Factors_B4_004/info.json",
+      "bytes": 4606,
+      "sha256": "e043dce5b03ce6da8d77064b5697bd5d3e8ef6a221fde58e2cc064c6b88f0d12"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Student_Performance_Factors_B4/Student_Performance_Factors_B4_004/test_current.csv",
+      "bytes": 1280,
+      "sha256": "173c2ee41db86f0e5fd90c4e5342bf4fd7dcc2fb2cfe6e3a79b2af11a93afbb3"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Student_Performance_Factors_B4/Student_Performance_Factors_B4_005/Student_Performance_Factors_B4_005_current.json",
+      "bytes": 210735,
+      "sha256": "6d6816198d3d39a3b1e655e427966ad8c615c57d9fb7dac658f1d14daa3c020f"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Student_Performance_Factors_B4/Student_Performance_Factors_B4_005/current.csv",
+      "bytes": 18911,
+      "sha256": "0c8b510ef67b593bfbd92be3daaa3b43fd6b24fb655beb11b6bec68ca8d1000f"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Student_Performance_Factors_B4/Student_Performance_Factors_B4_005/history.csv",
+      "bytes": 616149,
+      "sha256": "8e35fafe6be3361f4e2d9676fed2740ce73f21204ccc793a7215f7296d60201d"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Student_Performance_Factors_B4/Student_Performance_Factors_B4_005/info.json",
+      "bytes": 4606,
+      "sha256": "e043dce5b03ce6da8d77064b5697bd5d3e8ef6a221fde58e2cc064c6b88f0d12"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Student_Performance_Factors_B4/Student_Performance_Factors_B4_005/test_current.csv",
+      "bytes": 796,
+      "sha256": "8f9e261de7d9d91bfb4e6a302a6efd31963fa57c8845dd71861c6e54782a4e00"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Student_Performance_Factors_B4/Student_Performance_Factors_B4_006/Student_Performance_Factors_B4_006_current.json",
+      "bytes": 210835,
+      "sha256": "e027372130e9383cc48d6732e374123e8b479c1f111b49cdb08b118ed0d93963"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Student_Performance_Factors_B4/Student_Performance_Factors_B4_006/current.csv",
+      "bytes": 18974,
+      "sha256": "60f394e6f2b47afb8965959050947139d6955ddd0520ddb00de03fdab8e6dd01"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Student_Performance_Factors_B4/Student_Performance_Factors_B4_006/history.csv",
+      "bytes": 616087,
+      "sha256": "c788d92a3ec71e4a6b1e700e2eb9c41055df299544740eef51cd8102a9282513"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Student_Performance_Factors_B4/Student_Performance_Factors_B4_006/info.json",
+      "bytes": 4606,
+      "sha256": "e043dce5b03ce6da8d77064b5697bd5d3e8ef6a221fde58e2cc064c6b88f0d12"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Student_Performance_Factors_B4/Student_Performance_Factors_B4_006/test_current.csv",
+      "bytes": 1025,
+      "sha256": "ce1a5362520f610c277e42bfe5ce7bd329ce2622448964e402f074106171c34a"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Student_Performance_Factors_B4/Student_Performance_Factors_B4_007/Student_Performance_Factors_B4_007_current.json",
+      "bytes": 210896,
+      "sha256": "30325006894be07297cb0ca8149de2fc868e73c9f8880b9ea93fc71f149e5afb"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Student_Performance_Factors_B4/Student_Performance_Factors_B4_007/current.csv",
+      "bytes": 18936,
+      "sha256": "c044b5c4c2f3bc16d0271410dcc845734c47cfd013a5756a19088420cf314469"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Student_Performance_Factors_B4/Student_Performance_Factors_B4_007/history.csv",
+      "bytes": 616125,
+      "sha256": "25c2d654c4196fcf0b490c6b87a04dca1a0d0b975e383f64333803c946488fb5"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Student_Performance_Factors_B4/Student_Performance_Factors_B4_007/info.json",
+      "bytes": 4606,
+      "sha256": "e043dce5b03ce6da8d77064b5697bd5d3e8ef6a221fde58e2cc064c6b88f0d12"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Student_Performance_Factors_B4/Student_Performance_Factors_B4_007/test_current.csv",
+      "bytes": 1290,
+      "sha256": "3e62f83ccc867ebfb2d781038813c4e4116dc58568534cd3deee50f55b2b6c1c"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Student_Performance_Factors_B4/Student_Performance_Factors_B4_008/Student_Performance_Factors_B4_008_current.json",
+      "bytes": 210778,
+      "sha256": "0c2020a1fba24721a41d0e3c1f16e1a35bde074af662e63884e6fac56ac85555"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Student_Performance_Factors_B4/Student_Performance_Factors_B4_008/current.csv",
+      "bytes": 18865,
+      "sha256": "3d2c31e47dd54d1971e0c502865caaaf07d824df706628e6e9b4dd4ffe60a713"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Student_Performance_Factors_B4/Student_Performance_Factors_B4_008/history.csv",
+      "bytes": 616196,
+      "sha256": "11fd78645cf85fb1bbae78d3f82950eb14d4bc88a93875878e3a54fe8d9a8294"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Student_Performance_Factors_B4/Student_Performance_Factors_B4_008/info.json",
+      "bytes": 4606,
+      "sha256": "e043dce5b03ce6da8d77064b5697bd5d3e8ef6a221fde58e2cc064c6b88f0d12"
+    },
+    {
+      "path": "ranking_and_filtering/daily/regression/Student_Performance_Factors_B4/Student_Performance_Factors_B4_008/test_current.csv",
+      "bytes": 619,
+      "sha256": "49bf8900d1c8b988fc4c546a9565104bcc49367e13ff61905c062d069f7c360f"
+    },
+    {
+      "path": "ranking_and_filtering/finance/classification/Credit_Card_customers_B4/Credit_Card_customers_B4_001/Credit_Card_customers_B4_001_current.json",
+      "bytes": 221978,
+      "sha256": "8f40cad04e7fdab88ff0a3d08d9d50f0bb6eae7f980b1bdceceead61ae6cfad5"
+    },
+    {
+      "path": "ranking_and_filtering/finance/classification/Credit_Card_customers_B4/Credit_Card_customers_B4_001/current.csv",
+      "bytes": 21283,
+      "sha256": "f94ffc2449143d40f074a5b8da3c0a9a43a6cf8f8c0a495a4b6dc48fee0e4fcb"
+    },
+    {
+      "path": "ranking_and_filtering/finance/classification/Credit_Card_customers_B4/Credit_Card_customers_B4_001/history.csv",
+      "bytes": 1220012,
+      "sha256": "1a7acbe93b6062a7328c376e0cab5bde0c5a9e6cd284d50f3ce5328c8e7a4e22"
+    },
+    {
+      "path": "ranking_and_filtering/finance/classification/Credit_Card_customers_B4/Credit_Card_customers_B4_001/info.json",
+      "bytes": 6179,
+      "sha256": "ea1ba8043b18fdc3a7a63b6f1712b346337846c3a63e6ebc964423ab2d360744"
+    },
+    {
+      "path": "ranking_and_filtering/finance/classification/Credit_Card_customers_B4/Credit_Card_customers_B4_001/test_current.csv",
+      "bytes": 2171,
+      "sha256": "0f597b56d0779e2c3d5a7140bc60b7892e81c55f719ae1c7ddc5990b63f58ee6"
+    },
+    {
+      "path": "ranking_and_filtering/finance/classification/Credit_Card_customers_B4/Credit_Card_customers_B4_002/Credit_Card_customers_B4_002_current.json",
+      "bytes": 221644,
+      "sha256": "9a500e96e9a35670eaf0f5a1d94c7759be75231e5d2a29f22728e6dc7eaa58a9"
+    },
+    {
+      "path": "ranking_and_filtering/finance/classification/Credit_Card_customers_B4/Credit_Card_customers_B4_002/current.csv",
+      "bytes": 20977,
+      "sha256": "0b39ffe0fc8cc5fae3b32c18b385f5e9bf59ca376b99a198c49e68d141700a2a"
+    },
+    {
+      "path": "ranking_and_filtering/finance/classification/Credit_Card_customers_B4/Credit_Card_customers_B4_002/history.csv",
+      "bytes": 1220318,
+      "sha256": "be420ba798442fa46991d6dbc53927368ffacd85477682241afa54ddd87b5a6e"
+    },
+    {
+      "path": "ranking_and_filtering/finance/classification/Credit_Card_customers_B4/Credit_Card_customers_B4_002/info.json",
+      "bytes": 6179,
+      "sha256": "ea1ba8043b18fdc3a7a63b6f1712b346337846c3a63e6ebc964423ab2d360744"
+    },
+    {
+      "path": "ranking_and_filtering/finance/classification/Credit_Card_customers_B4/Credit_Card_customers_B4_002/test_current.csv",
+      "bytes": 2179,
+      "sha256": "7cbe25f651d5136bc246e375ee7770dc778211c6e4c7e5f74ad021dc9e392450"
+    },
+    {
+      "path": "ranking_and_filtering/finance/classification/Credit_Card_customers_B4/Credit_Card_customers_B4_003/Credit_Card_customers_B4_003_current.json",
+      "bytes": 222040,
+      "sha256": "3e2cbd6c614bba7ac876f413abfd8f0b7316b3fec84d1723aaf6ce97213a9860"
+    },
+    {
+      "path": "ranking_and_filtering/finance/classification/Credit_Card_customers_B4/Credit_Card_customers_B4_003/current.csv",
+      "bytes": 21396,
+      "sha256": "174fa8f07086a706c4f4fad68b9f12c6da1dc303c9fc47647a4ae2567f208fd9"
+    },
+    {
+      "path": "ranking_and_filtering/finance/classification/Credit_Card_customers_B4/Credit_Card_customers_B4_003/history.csv",
+      "bytes": 1219899,
+      "sha256": "3eef12b566c5c25edb7de0839af3ade19cceed14e9c118090f14dafc7f6b30b2"
+    },
+    {
+      "path": "ranking_and_filtering/finance/classification/Credit_Card_customers_B4/Credit_Card_customers_B4_003/info.json",
+      "bytes": 6179,
+      "sha256": "ea1ba8043b18fdc3a7a63b6f1712b346337846c3a63e6ebc964423ab2d360744"
+    },
+    {
+      "path": "ranking_and_filtering/finance/classification/Credit_Card_customers_B4/Credit_Card_customers_B4_003/test_current.csv",
+      "bytes": 2165,
+      "sha256": "ceed96ae7ae590b340a561505fed6eb2914416703c0b8bf4c180db8c9f1e68fa"
+    },
+    {
+      "path": "ranking_and_filtering/finance/classification/Credit_Card_customers_B4/Credit_Card_customers_B4_004/Credit_Card_customers_B4_004_current.json",
+      "bytes": 221920,
+      "sha256": "5bb8cdf34bbbc492f4000617e6a8246bb7d41af3b5df4ae70ec093b915aa8fbb"
+    },
+    {
+      "path": "ranking_and_filtering/finance/classification/Credit_Card_customers_B4/Credit_Card_customers_B4_004/current.csv",
+      "bytes": 21306,
+      "sha256": "311b5adb6b82ec0d650de17adccbd96b5e60adff7ab92774157bd021032b0ce7"
+    },
+    {
+      "path": "ranking_and_filtering/finance/classification/Credit_Card_customers_B4/Credit_Card_customers_B4_004/history.csv",
+      "bytes": 1219989,
+      "sha256": "3a53faf36bbd637a1854e724936d9e6049bb03c869f8e643d7f557bb6d26fc55"
+    },
+    {
+      "path": "ranking_and_filtering/finance/classification/Credit_Card_customers_B4/Credit_Card_customers_B4_004/info.json",
+      "bytes": 6179,
+      "sha256": "ea1ba8043b18fdc3a7a63b6f1712b346337846c3a63e6ebc964423ab2d360744"
+    },
+    {
+      "path": "ranking_and_filtering/finance/classification/Credit_Card_customers_B4/Credit_Card_customers_B4_004/test_current.csv",
+      "bytes": 981,
+      "sha256": "3b11bb4389bf1256de155fd0d9abc15f6aaf2005c1cd8c26152f24fe46890046"
+    },
+    {
+      "path": "ranking_and_filtering/finance/classification/Credit_Card_customers_B4/Credit_Card_customers_B4_005/Credit_Card_customers_B4_005_current.json",
+      "bytes": 222208,
+      "sha256": "2a40d305956cf52f2a87dadb1c22feb4c47f898609a082082e703d3fb77009e2"
+    },
+    {
+      "path": "ranking_and_filtering/finance/classification/Credit_Card_customers_B4/Credit_Card_customers_B4_005/current.csv",
+      "bytes": 21345,
+      "sha256": "4a3e1080d3f93496c581769210048944ab1c14bd4dcb0bfd59a452350babdfa4"
+    },
+    {
+      "path": "ranking_and_filtering/finance/classification/Credit_Card_customers_B4/Credit_Card_customers_B4_005/history.csv",
+      "bytes": 1219950,
+      "sha256": "5a9d28f9dbe6b5d4231a93a0558749d8db669ae6f00cd938d5fb627cf4f90a67"
+    },
+    {
+      "path": "ranking_and_filtering/finance/classification/Credit_Card_customers_B4/Credit_Card_customers_B4_005/info.json",
+      "bytes": 6179,
+      "sha256": "ea1ba8043b18fdc3a7a63b6f1712b346337846c3a63e6ebc964423ab2d360744"
+    },
+    {
+      "path": "ranking_and_filtering/finance/classification/Credit_Card_customers_B4/Credit_Card_customers_B4_005/test_current.csv",
+      "bytes": 2195,
+      "sha256": "8c7674870cbdec109de6b8a3d40eab625903e752bb5fd558f447142765ecf9ed"
+    },
+    {
+      "path": "ranking_and_filtering/finance/classification/Credit_Card_customers_B4/Credit_Card_customers_B4_006/Credit_Card_customers_B4_006_current.json",
+      "bytes": 222187,
+      "sha256": "45a27a92f7188d659e293a1161defda5bf06c3e372bd266ea1116b0388e5f854"
+    },
+    {
+      "path": "ranking_and_filtering/finance/classification/Credit_Card_customers_B4/Credit_Card_customers_B4_006/current.csv",
+      "bytes": 21355,
+      "sha256": "fc69674fefeb9f49cbe3826323225c38d15d958d9b3825ee9a9fbb7519cbd57e"
+    },
+    {
+      "path": "ranking_and_filtering/finance/classification/Credit_Card_customers_B4/Credit_Card_customers_B4_006/history.csv",
+      "bytes": 1219940,
+      "sha256": "250ab4d3aa4b487a2333e6105ef092920487ee92c345eaccd4195aaf7cd244f3"
+    },
+    {
+      "path": "ranking_and_filtering/finance/classification/Credit_Card_customers_B4/Credit_Card_customers_B4_006/info.json",
+      "bytes": 6179,
+      "sha256": "ea1ba8043b18fdc3a7a63b6f1712b346337846c3a63e6ebc964423ab2d360744"
+    },
+    {
+      "path": "ranking_and_filtering/finance/classification/Credit_Card_customers_B4/Credit_Card_customers_B4_006/test_current.csv",
+      "bytes": 2192,
+      "sha256": "e8de260ba21574870745efd9a92dc50a0c79eba32e9618f85140628ec7502ca9"
+    },
+    {
+      "path": "ranking_and_filtering/finance/classification/Default_of_Credit_Card_Clients_Dataset_B4/Default_of_Credit_Card_Clients_Dataset_B4_001/Default_of_Credit_Card_Clients_Dataset_B4_001_current.json",
+      "bytes": 211451,
+      "sha256": "288702b3654665c067ea3b8cd4e7f01d1e48c2d6ddd776760d675f84c66c2350"
+    },
+    {
+      "path": "ranking_and_filtering/finance/classification/Default_of_Credit_Card_Clients_Dataset_B4/Default_of_Credit_Card_Clients_Dataset_B4_001/current.csv",
+      "bytes": 23608,
+      "sha256": "7cad619491c18971cbc41935a0e48a2c2e93a3d87ae32b8a2f7297dce09a48bd"
+    },
+    {
+      "path": "ranking_and_filtering/finance/classification/Default_of_Credit_Card_Clients_Dataset_B4/Default_of_Credit_Card_Clients_Dataset_B4_001/history.csv",
+      "bytes": 3623390,
+      "sha256": "2b494d722f2b0c456817f7ddb144fd8c918bdef5d6d41a6e2afcb576da6acb7c"
+    },
+    {
+      "path": "ranking_and_filtering/finance/classification/Default_of_Credit_Card_Clients_Dataset_B4/Default_of_Credit_Card_Clients_Dataset_B4_001/info.json",
+      "bytes": 5016,
+      "sha256": "2a4beace74d673df1f749d98ae255bf7d67cb3c80e73f44b1fd987c4c02d1dde"
+    },
+    {
+      "path": "ranking_and_filtering/finance/classification/Default_of_Credit_Card_Clients_Dataset_B4/Default_of_Credit_Card_Clients_Dataset_B4_001/test_current.csv",
+      "bytes": 2032,
+      "sha256": "6586efee3add6dc2ebf9cb429ed4c15e965ee81e548dffb57827852638ce59e0"
+    },
+    {
+      "path": "ranking_and_filtering/finance/classification/Default_of_Credit_Card_Clients_Dataset_B4/Default_of_Credit_Card_Clients_Dataset_B4_002/Default_of_Credit_Card_Clients_Dataset_B4_002_current.json",
+      "bytes": 211329,
+      "sha256": "f4593b567774430cfe9552d3297c22d61aa6ad0c88eaa3e24d478f8786f8c89d"
+    },
+    {
+      "path": "ranking_and_filtering/finance/classification/Default_of_Credit_Card_Clients_Dataset_B4/Default_of_Credit_Card_Clients_Dataset_B4_002/current.csv",
+      "bytes": 23512,
+      "sha256": "72ab6694689b3b8c35865b29941e3be3876817cf18ef76beacc95e4299affe5b"
+    },
+    {
+      "path": "ranking_and_filtering/finance/classification/Default_of_Credit_Card_Clients_Dataset_B4/Default_of_Credit_Card_Clients_Dataset_B4_002/history.csv",
+      "bytes": 3623486,
+      "sha256": "5b039fd28f3ad0302e806e7a1487736bf8fa43044434c3f8e22814b79d5afe15"
+    },
+    {
+      "path": "ranking_and_filtering/finance/classification/Default_of_Credit_Card_Clients_Dataset_B4/Default_of_Credit_Card_Clients_Dataset_B4_002/info.json",
+      "bytes": 5016,
+      "sha256": "2a4beace74d673df1f749d98ae255bf7d67cb3c80e73f44b1fd987c4c02d1dde"
+    },
+    {
+      "path": "ranking_and_filtering/finance/classification/Default_of_Credit_Card_Clients_Dataset_B4/Default_of_Credit_Card_Clients_Dataset_B4_002/test_current.csv",
+      "bytes": 2051,
+      "sha256": "718a77bc3ee7b91dac3d855138f57f1fdd470c26fbc4cc0c7045518f0cb7566d"
+    },
+    {
+      "path": "ranking_and_filtering/finance/classification/Default_of_Credit_Card_Clients_Dataset_B4/Default_of_Credit_Card_Clients_Dataset_B4_003/Default_of_Credit_Card_Clients_Dataset_B4_003_current.json",
+      "bytes": 212019,
+      "sha256": "9f27c612fd87ff75bfda6ac7414de537933d6b99ab047baeb3da807c95bbeabc"
+    },
+    {
+      "path": "ranking_and_filtering/finance/classification/Default_of_Credit_Card_Clients_Dataset_B4/Default_of_Credit_Card_Clients_Dataset_B4_003/current.csv",
+      "bytes": 24248,
+      "sha256": "b6af728a539352d3b8a3f4a5644a911c70a124dce45630080c7ba648b8547bea"
+    },
+    {
+      "path": "ranking_and_filtering/finance/classification/Default_of_Credit_Card_Clients_Dataset_B4/Default_of_Credit_Card_Clients_Dataset_B4_003/history.csv",
+      "bytes": 3622750,
+      "sha256": "8abe319ed65d5042d0d4b293c39d46307d5e9afbf045eb0aa9abe501e4078096"
+    },
+    {
+      "path": "ranking_and_filtering/finance/classification/Default_of_Credit_Card_Clients_Dataset_B4/Default_of_Credit_Card_Clients_Dataset_B4_003/info.json",
+      "bytes": 5016,
+      "sha256": "2a4beace74d673df1f749d98ae255bf7d67cb3c80e73f44b1fd987c4c02d1dde"
+    },
+    {
+      "path": "ranking_and_filtering/finance/classification/Default_of_Credit_Card_Clients_Dataset_B4/Default_of_Credit_Card_Clients_Dataset_B4_003/test_current.csv",
+      "bytes": 1921,
+      "sha256": "48e47d28e816b8138cd0cab365b2a93a9db92484375bcfaa25b60f5417e56e52"
+    },
+    {
+      "path": "ranking_and_filtering/finance/classification/Default_of_Credit_Card_Clients_Dataset_B4/Default_of_Credit_Card_Clients_Dataset_B4_004/Default_of_Credit_Card_Clients_Dataset_B4_004_current.json",
+      "bytes": 211947,
+      "sha256": "5cbc18bf498cd247d3c90e929f6827226cd2b1618d28fdc5e6fee9432d31d5c9"
+    },
+    {
+      "path": "ranking_and_filtering/finance/classification/Default_of_Credit_Card_Clients_Dataset_B4/Default_of_Credit_Card_Clients_Dataset_B4_004/current.csv",
+      "bytes": 24160,
+      "sha256": "a60d561bf0fa2d7c58cdc670538643970ea0ca6c4494e9eff1d88f55834cb648"
+    },
+    {
+      "path": "ranking_and_filtering/finance/classification/Default_of_Credit_Card_Clients_Dataset_B4/Default_of_Credit_Card_Clients_Dataset_B4_004/history.csv",
+      "bytes": 3622838,
+      "sha256": "787a4e39f949297dcc875547bdc9f1d42bc3d18e9ee80a1c23ee66f951b40e28"
+    },
+    {
+      "path": "ranking_and_filtering/finance/classification/Default_of_Credit_Card_Clients_Dataset_B4/Default_of_Credit_Card_Clients_Dataset_B4_004/info.json",
+      "bytes": 5016,
+      "sha256": "2a4beace74d673df1f749d98ae255bf7d67cb3c80e73f44b1fd987c4c02d1dde"
+    },
+    {
+      "path": "ranking_and_filtering/finance/classification/Default_of_Credit_Card_Clients_Dataset_B4/Default_of_Credit_Card_Clients_Dataset_B4_004/test_current.csv",
+      "bytes": 1993,
+      "sha256": "4879513a71ff837560e3bdd883f05cb9dfb9413e87a2e6421d33a6b9df19cdc2"
+    },
+    {
+      "path": "ranking_and_filtering/finance/classification/Default_of_Credit_Card_Clients_Dataset_B4/Default_of_Credit_Card_Clients_Dataset_B4_005/Default_of_Credit_Card_Clients_Dataset_B4_005_current.json",
+      "bytes": 212330,
+      "sha256": "7f6b005e49bb9dc55752c445022e3b30e4741b13175a73ca8fecb49d816494cd"
+    },
+    {
+      "path": "ranking_and_filtering/finance/classification/Default_of_Credit_Card_Clients_Dataset_B4/Default_of_Credit_Card_Clients_Dataset_B4_005/current.csv",
+      "bytes": 24292,
+      "sha256": "d430789cbd21f67821194dc9aece70e529263631832dd1fcb8ef19cded958574"
+    },
+    {
+      "path": "ranking_and_filtering/finance/classification/Default_of_Credit_Card_Clients_Dataset_B4/Default_of_Credit_Card_Clients_Dataset_B4_005/history.csv",
+      "bytes": 3622706,
+      "sha256": "da6eb401dbd1a314ea75b8f2bf4e696b1c0105edc1d5c2c31eba5f0207f8663a"
+    },
+    {
+      "path": "ranking_and_filtering/finance/classification/Default_of_Credit_Card_Clients_Dataset_B4/Default_of_Credit_Card_Clients_Dataset_B4_005/info.json",
+      "bytes": 5016,
+      "sha256": "2a4beace74d673df1f749d98ae255bf7d67cb3c80e73f44b1fd987c4c02d1dde"
+    },
+    {
+      "path": "ranking_and_filtering/finance/classification/Default_of_Credit_Card_Clients_Dataset_B4/Default_of_Credit_Card_Clients_Dataset_B4_005/test_current.csv",
+      "bytes": 2031,
+      "sha256": "c13fc8b4544576e771d3d6c7336223aeb2e101760bdbe200e4b46cbd1acbb3e7"
+    },
+    {
+      "path": "ranking_and_filtering/finance/classification/Default_of_Credit_Card_Clients_Dataset_B4/Default_of_Credit_Card_Clients_Dataset_B4_006/Default_of_Credit_Card_Clients_Dataset_B4_006_current.json",
+      "bytes": 212213,
+      "sha256": "33ed9520d17ca91a0a158ac2b935c47c7989b438f28f917985195ebca2b498ab"
+    },
+    {
+      "path": "ranking_and_filtering/finance/classification/Default_of_Credit_Card_Clients_Dataset_B4/Default_of_Credit_Card_Clients_Dataset_B4_006/current.csv",
+      "bytes": 24238,
+      "sha256": "83421a1493267abd3d8ee12079ee2019ee213b0cf9c11a4f9f3a0037b8270aa2"
+    },
+    {
+      "path": "ranking_and_filtering/finance/classification/Default_of_Credit_Card_Clients_Dataset_B4/Default_of_Credit_Card_Clients_Dataset_B4_006/history.csv",
+      "bytes": 3622760,
+      "sha256": "dd95820a83cd9026d9231ed46f876adede0f935a1d37fa4beebf77984066a854"
+    },
+    {
+      "path": "ranking_and_filtering/finance/classification/Default_of_Credit_Card_Clients_Dataset_B4/Default_of_Credit_Card_Clients_Dataset_B4_006/info.json",
+      "bytes": 5016,
+      "sha256": "2a4beace74d673df1f749d98ae255bf7d67cb3c80e73f44b1fd987c4c02d1dde"
+    },
+    {
+      "path": "ranking_and_filtering/finance/classification/Default_of_Credit_Card_Clients_Dataset_B4/Default_of_Credit_Card_Clients_Dataset_B4_006/test_current.csv",
+      "bytes": 2073,
+      "sha256": "6eaaa25974b4a8348a2dec0b706283b27cb45d776cfa92ac606ceffdc4910d8a"
+    },
+    {
+      "path": "ranking_and_filtering/finance/classification/Default_of_Credit_Card_Clients_Dataset_B4/Default_of_Credit_Card_Clients_Dataset_B4_007/Default_of_Credit_Card_Clients_Dataset_B4_007_current.json",
+      "bytes": 212712,
+      "sha256": "241bcb5d4323d009c6b419ef96128d9923cc087dfa5e4a28e39b54904145ca69"
+    },
+    {
+      "path": "ranking_and_filtering/finance/classification/Default_of_Credit_Card_Clients_Dataset_B4/Default_of_Credit_Card_Clients_Dataset_B4_007/current.csv",
+      "bytes": 24636,
+      "sha256": "572c9fd2451af7ee395470056f3b1b5f6c8fe7a5f34863d14e44d086115621da"
+    },
+    {
+      "path": "ranking_and_filtering/finance/classification/Default_of_Credit_Card_Clients_Dataset_B4/Default_of_Credit_Card_Clients_Dataset_B4_007/history.csv",
+      "bytes": 3622362,
+      "sha256": "70970deb821f6921b7cdf74fde789c8c4bb2332a004282854f45c3af50131bf7"
+    },
+    {
+      "path": "ranking_and_filtering/finance/classification/Default_of_Credit_Card_Clients_Dataset_B4/Default_of_Credit_Card_Clients_Dataset_B4_007/info.json",
+      "bytes": 5016,
+      "sha256": "2a4beace74d673df1f749d98ae255bf7d67cb3c80e73f44b1fd987c4c02d1dde"
+    },
+    {
+      "path": "ranking_and_filtering/finance/classification/Default_of_Credit_Card_Clients_Dataset_B4/Default_of_Credit_Card_Clients_Dataset_B4_007/test_current.csv",
+      "bytes": 2181,
+      "sha256": "0cb3e7307abcd0df3418a90c0cd282cb0287c2aa5797bba09814f51ea9a08644"
+    },
+    {
+      "path": "ranking_and_filtering/finance/classification/Default_of_Credit_Card_Clients_Dataset_B4/Default_of_Credit_Card_Clients_Dataset_B4_008/Default_of_Credit_Card_Clients_Dataset_B4_008_current.json",
+      "bytes": 212053,
+      "sha256": "82095d2ab0ed7d4c5190539c64bee166e0e422e6db95cf0d36a7ae76f0f84c49"
+    },
+    {
+      "path": "ranking_and_filtering/finance/classification/Default_of_Credit_Card_Clients_Dataset_B4/Default_of_Credit_Card_Clients_Dataset_B4_008/current.csv",
+      "bytes": 24037,
+      "sha256": "af3385f15dd85c26f29de6db91fa1ff29a595b35eceb2869ef2c9091c9a66fe8"
+    },
+    {
+      "path": "ranking_and_filtering/finance/classification/Default_of_Credit_Card_Clients_Dataset_B4/Default_of_Credit_Card_Clients_Dataset_B4_008/history.csv",
+      "bytes": 3622961,
+      "sha256": "4b70f2c733a81711ba21709d07cd43023ac3982ce86800c6c4984f126fc7b6c6"
+    },
+    {
+      "path": "ranking_and_filtering/finance/classification/Default_of_Credit_Card_Clients_Dataset_B4/Default_of_Credit_Card_Clients_Dataset_B4_008/info.json",
+      "bytes": 5016,
+      "sha256": "2a4beace74d673df1f749d98ae255bf7d67cb3c80e73f44b1fd987c4c02d1dde"
+    },
+    {
+      "path": "ranking_and_filtering/finance/classification/Default_of_Credit_Card_Clients_Dataset_B4/Default_of_Credit_Card_Clients_Dataset_B4_008/test_current.csv",
+      "bytes": 2013,
+      "sha256": "23d460d322cf3cc434245c7264837608a4222d7e3e58059883a240748eb6922d"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Bitcoin_Historical_Data_B4/Bitcoin_Historical_Data_B4_001/Bitcoin_Historical_Data_B4_001_current.json",
+      "bytes": 70737,
+      "sha256": "18154cbe4a063567839914378f43f02786473c71ef9e6018f64763619caac576"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Bitcoin_Historical_Data_B4/Bitcoin_Historical_Data_B4_001/current.csv",
+      "bytes": 8726,
+      "sha256": "ca75764c3a476c08c0fa85cc63971c92f2cc709ec4c5ac901a86744520ecda63"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Bitcoin_Historical_Data_B4/Bitcoin_Historical_Data_B4_001/history.csv",
+      "bytes": 510831,
+      "sha256": "84e4c29d1b58734ad5b8f086be0df6c1ea054a36dde8c5f74152babbfdb4b26b"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Bitcoin_Historical_Data_B4/Bitcoin_Historical_Data_B4_001/info.json",
+      "bytes": 1877,
+      "sha256": "a3b4b9fdaa6eaa80fcbc411f1be278410b197fcd64181f0140cc22a4b9740dd9"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Bitcoin_Historical_Data_B4/Bitcoin_Historical_Data_B4_001/test_current.csv",
+      "bytes": 319,
+      "sha256": "0437e7696d99d3dc3ff4548aa34e813e00a42c640c7ecf807429845122739b5c"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Bitcoin_Historical_Data_B4/Bitcoin_Historical_Data_B4_002/Bitcoin_Historical_Data_B4_002_current.json",
+      "bytes": 43465,
+      "sha256": "3a673241f2d3d87df6a8321cb11aa2c1e724af23ec53b6cc565567e5b5b20a91"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Bitcoin_Historical_Data_B4/Bitcoin_Historical_Data_B4_002/current.csv",
+      "bytes": 7463,
+      "sha256": "310fb95f9cd29c1a2b722c93848e1265002569f885481e89ce3ff1395904560d"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Bitcoin_Historical_Data_B4/Bitcoin_Historical_Data_B4_002/history.csv",
+      "bytes": 512391,
+      "sha256": "578f87abf7ba5f71d91144617285f4a643974513717fc824516042be3071fdfc"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Bitcoin_Historical_Data_B4/Bitcoin_Historical_Data_B4_002/info.json",
+      "bytes": 1877,
+      "sha256": "a3b4b9fdaa6eaa80fcbc411f1be278410b197fcd64181f0140cc22a4b9740dd9"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Bitcoin_Historical_Data_B4/Bitcoin_Historical_Data_B4_002/test_current.csv",
+      "bytes": 164,
+      "sha256": "72917215ae316dbf07638e187f7dfbdc7430cb7d14642b54f2b25ad6b56fd190"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Bitcoin_Historical_Data_B4/Bitcoin_Historical_Data_B4_003/Bitcoin_Historical_Data_B4_003_current.json",
+      "bytes": 70577,
+      "sha256": "bac1797e98f4a58260bd7d74badc3ba6596502dd7da3029408be1d8a4919e2be"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Bitcoin_Historical_Data_B4/Bitcoin_Historical_Data_B4_003/current.csv",
+      "bytes": 8681,
+      "sha256": "2549f62260d2aad51f931ae50fdf76f876549976945cbc2102644998b9067f43"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Bitcoin_Historical_Data_B4/Bitcoin_Historical_Data_B4_003/history.csv",
+      "bytes": 510780,
+      "sha256": "accf3296b234e4bc1a7a40e8d8407d7972c5cce48dd3e52e2633dc4bdb32e97c"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Bitcoin_Historical_Data_B4/Bitcoin_Historical_Data_B4_003/info.json",
+      "bytes": 1877,
+      "sha256": "a3b4b9fdaa6eaa80fcbc411f1be278410b197fcd64181f0140cc22a4b9740dd9"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Bitcoin_Historical_Data_B4/Bitcoin_Historical_Data_B4_003/test_current.csv",
+      "bytes": 437,
+      "sha256": "f3cfefd132bc320a60dc4386fbf8c036706b1fb006319425e2228df4f6589963"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Bitcoin_Historical_Data_B4/Bitcoin_Historical_Data_B4_004/Bitcoin_Historical_Data_B4_004_current.json",
+      "bytes": 70360,
+      "sha256": "89c71f8a0f811c0b75eeaeadfc48a1fc841de0c05c0931d77bf26b58aca5becb"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Bitcoin_Historical_Data_B4/Bitcoin_Historical_Data_B4_004/current.csv",
+      "bytes": 8568,
+      "sha256": "ca042a38f86c08c93561ee2a983e30d0ef8c0508e5cf921a92667afa4a49bbc6"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Bitcoin_Historical_Data_B4/Bitcoin_Historical_Data_B4_004/history.csv",
+      "bytes": 510986,
+      "sha256": "f313ea5065c83672e937ca9f50890d9dfb3a3be39eff587f4ff2c293551bee2a"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Bitcoin_Historical_Data_B4/Bitcoin_Historical_Data_B4_004/info.json",
+      "bytes": 1877,
+      "sha256": "a3b4b9fdaa6eaa80fcbc411f1be278410b197fcd64181f0140cc22a4b9740dd9"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Bitcoin_Historical_Data_B4/Bitcoin_Historical_Data_B4_004/test_current.csv",
+      "bytes": 250,
+      "sha256": "e26ca6fab134aee92d35056df948efbf9cb3991a3038a6e0fd5126120f3abd8f"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Bitcoin_Historical_Data_B4/Bitcoin_Historical_Data_B4_005/Bitcoin_Historical_Data_B4_005_current.json",
+      "bytes": 70592,
+      "sha256": "c4d3146367b80fe0737c000c59c13a0b8b00cd5b0d4334932f2ce61b58605f55"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Bitcoin_Historical_Data_B4/Bitcoin_Historical_Data_B4_005/current.csv",
+      "bytes": 8602,
+      "sha256": "d302fb68938920b0c3d07ec57ed0cdda8c73566920e62d450d01bb9bc8e51a53"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Bitcoin_Historical_Data_B4/Bitcoin_Historical_Data_B4_005/history.csv",
+      "bytes": 510885,
+      "sha256": "3b9c9fbbdfe9ceff1e28174dcfc52f6a315657939d0cda77652d7f38992211ea"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Bitcoin_Historical_Data_B4/Bitcoin_Historical_Data_B4_005/info.json",
+      "bytes": 1877,
+      "sha256": "a3b4b9fdaa6eaa80fcbc411f1be278410b197fcd64181f0140cc22a4b9740dd9"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Bitcoin_Historical_Data_B4/Bitcoin_Historical_Data_B4_005/test_current.csv",
+      "bytes": 209,
+      "sha256": "acae697a80d05c5528302470e5d47df8097473bc250ae38afa3bc423ceb50cfe"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Bitcoin_Historical_Data_B4/Bitcoin_Historical_Data_B4_006/Bitcoin_Historical_Data_B4_006_current.json",
+      "bytes": 70924,
+      "sha256": "0460b0243d86b868fd4da1b05451c25c1fedd776c9bf1f56d3092d5a5445c2e4"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Bitcoin_Historical_Data_B4/Bitcoin_Historical_Data_B4_006/current.csv",
+      "bytes": 8735,
+      "sha256": "75a3bf6ec83522eb9dc8d9caf96d8ace8e4bdc3117b4578d516518f8e19019b5"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Bitcoin_Historical_Data_B4/Bitcoin_Historical_Data_B4_006/history.csv",
+      "bytes": 510710,
+      "sha256": "33e34edc094dcf78177ad27e63dc0fa6b4a120413e6d11dc2ea12693d35ad0b3"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Bitcoin_Historical_Data_B4/Bitcoin_Historical_Data_B4_006/info.json",
+      "bytes": 1877,
+      "sha256": "a3b4b9fdaa6eaa80fcbc411f1be278410b197fcd64181f0140cc22a4b9740dd9"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Bitcoin_Historical_Data_B4/Bitcoin_Historical_Data_B4_006/test_current.csv",
+      "bytes": 375,
+      "sha256": "08222b5679324b93e3bfd0879ca2190932c6dc405afc22051b67761f5290d89b"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Bitcoin_Historical_Data_B4/Bitcoin_Historical_Data_B4_007/Bitcoin_Historical_Data_B4_007_current.json",
+      "bytes": 50763,
+      "sha256": "a056e58c48cce2aa3a8565652e65690e6c08266973311da8f7d92431495ecbbd"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Bitcoin_Historical_Data_B4/Bitcoin_Historical_Data_B4_007/current.csv",
+      "bytes": 8579,
+      "sha256": "4e515caf19d90d70d1d9a8d7f75e64996513ec4099978c234403ffbaff5fb4f7"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Bitcoin_Historical_Data_B4/Bitcoin_Historical_Data_B4_007/history.csv",
+      "bytes": 510882,
+      "sha256": "e9b942a67c3a0440f616d6c3369723df5f77133a046b92cefc9313ebc44ae053"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Bitcoin_Historical_Data_B4/Bitcoin_Historical_Data_B4_007/info.json",
+      "bytes": 1877,
+      "sha256": "a3b4b9fdaa6eaa80fcbc411f1be278410b197fcd64181f0140cc22a4b9740dd9"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Bitcoin_Historical_Data_B4/Bitcoin_Historical_Data_B4_007/test_current.csv",
+      "bytes": 333,
+      "sha256": "7ac7bd2a9112f5fab0952a8d6424edb4fd83349e5e64bd9368af2f7468ce43a1"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Bitcoin_Historical_Data_B4/Bitcoin_Historical_Data_B4_008/Bitcoin_Historical_Data_B4_008_current.json",
+      "bytes": 70775,
+      "sha256": "390b60ffdae55601a910a50bec5130588e301775765bc93f9452b7f4f379da17"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Bitcoin_Historical_Data_B4/Bitcoin_Historical_Data_B4_008/current.csv",
+      "bytes": 8711,
+      "sha256": "88de484f4de44b9ddec2149b903c1124df3f11baf528c3033445745a0d2b2436"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Bitcoin_Historical_Data_B4/Bitcoin_Historical_Data_B4_008/history.csv",
+      "bytes": 510833,
+      "sha256": "21b2eb1ac33352700afd0bd1db61b0eee794700a89ec62dffc0c4d2333ad2303"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Bitcoin_Historical_Data_B4/Bitcoin_Historical_Data_B4_008/info.json",
+      "bytes": 1877,
+      "sha256": "a3b4b9fdaa6eaa80fcbc411f1be278410b197fcd64181f0140cc22a4b9740dd9"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Bitcoin_Historical_Data_B4/Bitcoin_Historical_Data_B4_008/test_current.csv",
+      "bytes": 157,
+      "sha256": "ea40eaced52a48f138b2ad3f5862c01c22c6070846de9f793f2edec0b0ba4b9b"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/California_Housing_Prices_B4/California_Housing_Prices_B4_001/California_Housing_Prices_B4_001_current.json",
+      "bytes": 113554,
+      "sha256": "18ec43a43420a9a83c6e1a9a670174132ccff16ddaaeaac1076cec0074d0b508"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/California_Housing_Prices_B4/California_Housing_Prices_B4_001/current.csv",
+      "bytes": 12158,
+      "sha256": "ac77dbdfea0c8cbe6400a1a2da7dc6d2a478b43109744d3518e2a397e2e920c7"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/California_Housing_Prices_B4/California_Housing_Prices_B4_001/history.csv",
+      "bytes": 1409727,
+      "sha256": "af43fad986f0494c5fb8c9e2b0fc49e8b5cdaa767d32cf0bd99a174b4260cdc1"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/California_Housing_Prices_B4/California_Housing_Prices_B4_001/info.json",
+      "bytes": 2751,
+      "sha256": "71b635bc0a7f8c025826cbd2de56f91fb2de9c29300f6fd7b8dbcbd929f6b602"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/California_Housing_Prices_B4/California_Housing_Prices_B4_001/test_current.csv",
+      "bytes": 1188,
+      "sha256": "18a4f3142ae2b320891bcec2ffe485ec90407ab623b7dfbba9fcd352d1cececf"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/California_Housing_Prices_B4/California_Housing_Prices_B4_002/California_Housing_Prices_B4_002_current.json",
+      "bytes": 113297,
+      "sha256": "ca042d489a14b7b70514d109ece460227dbcce2778e5e8a6a1acef8af257befd"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/California_Housing_Prices_B4/California_Housing_Prices_B4_002/current.csv",
+      "bytes": 12088,
+      "sha256": "592ec4e0e57b1301debbd9521c807724e243312ed6842e24a5728b1386f1e491"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/California_Housing_Prices_B4/California_Housing_Prices_B4_002/history.csv",
+      "bytes": 1409798,
+      "sha256": "f7b3f1496f8bb1c8b52fc630acb3846caf28fe73cc6dd70ad53a49751ff5156a"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/California_Housing_Prices_B4/California_Housing_Prices_B4_002/info.json",
+      "bytes": 2751,
+      "sha256": "71b635bc0a7f8c025826cbd2de56f91fb2de9c29300f6fd7b8dbcbd929f6b602"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/California_Housing_Prices_B4/California_Housing_Prices_B4_002/test_current.csv",
+      "bytes": 664,
+      "sha256": "cb7cc11272c5e7b3e69a3a88ab1194fcbfe92432c045146e190170acd41ee42b"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/California_Housing_Prices_B4/California_Housing_Prices_B4_003/California_Housing_Prices_B4_003_current.json",
+      "bytes": 113171,
+      "sha256": "7ff0694402d78e73aee97736e9fd9be145c5a6e233d29046424afff35ff742ac"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/California_Housing_Prices_B4/California_Housing_Prices_B4_003/current.csv",
+      "bytes": 12071,
+      "sha256": "49662f99d98605e4f380bdd8d3fc55b683d530071dd1b4a5df64cdbe273f79a4"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/California_Housing_Prices_B4/California_Housing_Prices_B4_003/history.csv",
+      "bytes": 1409812,
+      "sha256": "c9313b1bb992fd3426c3b247e12a951cd50b9a6fb14b71620f90e9b96d900fae"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/California_Housing_Prices_B4/California_Housing_Prices_B4_003/info.json",
+      "bytes": 2751,
+      "sha256": "71b635bc0a7f8c025826cbd2de56f91fb2de9c29300f6fd7b8dbcbd929f6b602"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/California_Housing_Prices_B4/California_Housing_Prices_B4_003/test_current.csv",
+      "bytes": 484,
+      "sha256": "3602da84832795e321873beecd7712cec21bad947fce132f06ad77ca9cc26690"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/California_Housing_Prices_B4/California_Housing_Prices_B4_004/California_Housing_Prices_B4_004_current.json",
+      "bytes": 113337,
+      "sha256": "db56ae5725903fbadb2c01963366d0923726c3ae00a7f40db808b77b6b0f249e"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/California_Housing_Prices_B4/California_Housing_Prices_B4_004/current.csv",
+      "bytes": 12114,
+      "sha256": "07e46e5c68d248371d8945dc754a6c90dde614bfe5586753df7cc8eb23e7b7ca"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/California_Housing_Prices_B4/California_Housing_Prices_B4_004/history.csv",
+      "bytes": 1409775,
+      "sha256": "404ef54b481a82068423993a7351a3cfd23a3671e08611e34c06044085cb370a"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/California_Housing_Prices_B4/California_Housing_Prices_B4_004/info.json",
+      "bytes": 2751,
+      "sha256": "71b635bc0a7f8c025826cbd2de56f91fb2de9c29300f6fd7b8dbcbd929f6b602"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/California_Housing_Prices_B4/California_Housing_Prices_B4_004/test_current.csv",
+      "bytes": 787,
+      "sha256": "d900783c88290d76797e82f4634b5383212318c348049d29dcc83e6c92b2e68a"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/California_Housing_Prices_B4/California_Housing_Prices_B4_005/California_Housing_Prices_B4_005_current.json",
+      "bytes": 113467,
+      "sha256": "41052111619274868c4668dd3b40cd54747729942921b869d03c51e1b67dbfae"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/California_Housing_Prices_B4/California_Housing_Prices_B4_005/current.csv",
+      "bytes": 12104,
+      "sha256": "dd9569cd315f66e7c1da29e1da885162421de8072d838ccc80342d836d59882c"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/California_Housing_Prices_B4/California_Housing_Prices_B4_005/history.csv",
+      "bytes": 1409779,
+      "sha256": "e95e7f1cf967f5a638cb80b19bfb4d67032f9c2321975ca72f3f6c1cdbd40324"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/California_Housing_Prices_B4/California_Housing_Prices_B4_005/info.json",
+      "bytes": 2751,
+      "sha256": "71b635bc0a7f8c025826cbd2de56f91fb2de9c29300f6fd7b8dbcbd929f6b602"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/California_Housing_Prices_B4/California_Housing_Prices_B4_005/test_current.csv",
+      "bytes": 457,
+      "sha256": "9ceb7d045bb418f3ed34bbc0fc133312c1c805291311fc4bdab46814a5e1816a"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/California_Housing_Prices_B4/California_Housing_Prices_B4_006/California_Housing_Prices_B4_006_current.json",
+      "bytes": 113667,
+      "sha256": "bd6d56cf16030ba0859e4893d6482233db183021bab69b7c082a2532b4f741df"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/California_Housing_Prices_B4/California_Housing_Prices_B4_006/current.csv",
+      "bytes": 12180,
+      "sha256": "6491347aadde8411e0b7949a3b32b02ca1e5a5b8f11c5e54bf163b6e7ac29369"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/California_Housing_Prices_B4/California_Housing_Prices_B4_006/history.csv",
+      "bytes": 1409693,
+      "sha256": "39a94fed17cd240b45f5103eb08d9ae10da8ea2970a01bb465b50f5aec4784d7"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/California_Housing_Prices_B4/California_Housing_Prices_B4_006/info.json",
+      "bytes": 2751,
+      "sha256": "71b635bc0a7f8c025826cbd2de56f91fb2de9c29300f6fd7b8dbcbd929f6b602"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/California_Housing_Prices_B4/California_Housing_Prices_B4_006/test_current.csv",
+      "bytes": 831,
+      "sha256": "0c449503891b042986a18b422a0617a0a843bf340c6e9cbb1e0aac9bb6684610"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/California_Housing_Prices_B4/California_Housing_Prices_B4_007/California_Housing_Prices_B4_007_current.json",
+      "bytes": 113529,
+      "sha256": "e0c45e605b8748b3abf9ada44e982a72f2163fcb2778fafc0e49fa010931f213"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/California_Housing_Prices_B4/California_Housing_Prices_B4_007/current.csv",
+      "bytes": 12136,
+      "sha256": "8978a66ebb9d75cbca024f5e903ed1bfc476d71cccb4f59fa318372f9185b239"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/California_Housing_Prices_B4/California_Housing_Prices_B4_007/history.csv",
+      "bytes": 1409746,
+      "sha256": "a1235e667f3c64be7f10cc941bf50a0eefbd9367219bb8438fba73d3c79b5388"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/California_Housing_Prices_B4/California_Housing_Prices_B4_007/info.json",
+      "bytes": 2751,
+      "sha256": "71b635bc0a7f8c025826cbd2de56f91fb2de9c29300f6fd7b8dbcbd929f6b602"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/California_Housing_Prices_B4/California_Housing_Prices_B4_007/test_current.csv",
+      "bytes": 692,
+      "sha256": "aaf116d7cf60d3de944a190b7661093153668d3194e0cfa7f4ab861c1634fa5f"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/California_Housing_Prices_B4/California_Housing_Prices_B4_008/California_Housing_Prices_B4_008_current.json",
+      "bytes": 113439,
+      "sha256": "7bdd4b22fd0b42c5e95d5894d37a4c87a4197adc1de4451222eadeac6002e2d6"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/California_Housing_Prices_B4/California_Housing_Prices_B4_008/current.csv",
+      "bytes": 12129,
+      "sha256": "c8868cd6a501320037eed03892bb6857f3374bef274b9ac433f1e02abc1e27b8"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/California_Housing_Prices_B4/California_Housing_Prices_B4_008/history.csv",
+      "bytes": 1409755,
+      "sha256": "49948fc2f614aef36be8dbcbc31ede5b6476f6455c2638aadb225418dba94595"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/California_Housing_Prices_B4/California_Housing_Prices_B4_008/info.json",
+      "bytes": 2751,
+      "sha256": "71b635bc0a7f8c025826cbd2de56f91fb2de9c29300f6fd7b8dbcbd929f6b602"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/California_Housing_Prices_B4/California_Housing_Prices_B4_008/test_current.csv",
+      "bytes": 345,
+      "sha256": "641f14504c7fb3dd4abf8cd7853c30c8cc4aa9f64cd2616256e484ac7acdc178"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Campus_Recruitment_B4/Campus_Recruitment_B4_001/Campus_Recruitment_B4_001_current.json",
+      "bytes": 23030,
+      "sha256": "b1177c9cab5d870e1a98ef2b0efd787c7708579aa1b4985bf0897fbb7af2af9a"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Campus_Recruitment_B4/Campus_Recruitment_B4_001/current.csv",
+      "bytes": 3715,
+      "sha256": "246313661a5a17fbc3650688f8cd5049d8c1f02e84f63450b4b1e815874a60ac"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Campus_Recruitment_B4/Campus_Recruitment_B4_001/history.csv",
+      "bytes": 15631,
+      "sha256": "fb9070be7f0c73ae397f73f4d07314aaa5760dacca08a88967bdf7d44e4b4f93"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Campus_Recruitment_B4/Campus_Recruitment_B4_001/info.json",
+      "bytes": 3289,
+      "sha256": "0d65ee7b47e2cb0a5550306b93e7d784e6e5a69924273370bba931a44c4e6f4e"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Campus_Recruitment_B4/Campus_Recruitment_B4_001/test_current.csv",
+      "bytes": 1494,
+      "sha256": "a9dc88ea6c26b48362ddcce32146226f577218114192269a08a16429cc35a591"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Campus_Recruitment_B4/Campus_Recruitment_B4_002/Campus_Recruitment_B4_002_current.json",
+      "bytes": 22903,
+      "sha256": "7c83a92aaf9adbdc436370a3bc2add354bb8b2c3ab465908ac1d1a0259421e23"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Campus_Recruitment_B4/Campus_Recruitment_B4_002/current.csv",
+      "bytes": 3690,
+      "sha256": "910b5312b1815351d3cc55eca2c522af8148ebce01c5c4482a974cea60798c86"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Campus_Recruitment_B4/Campus_Recruitment_B4_002/history.csv",
+      "bytes": 15672,
+      "sha256": "7a903ab59a9b73e8fa862502214e53e8d5584d3a540c22864c6fd4fb6ed83803"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Campus_Recruitment_B4/Campus_Recruitment_B4_002/info.json",
+      "bytes": 3289,
+      "sha256": "0d65ee7b47e2cb0a5550306b93e7d784e6e5a69924273370bba931a44c4e6f4e"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Campus_Recruitment_B4/Campus_Recruitment_B4_002/test_current.csv",
+      "bytes": 836,
+      "sha256": "a4563ae83b0a4b1e6e3d4cbf494f1106a0e1f3f8d823f850d568419c3283984f"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Campus_Recruitment_B4/Campus_Recruitment_B4_003/Campus_Recruitment_B4_003_current.json",
+      "bytes": 22867,
+      "sha256": "041c7a8762d2f47a37ed4008fdc55eef82c9541dc3fc5c71ddb2562fe64277db"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Campus_Recruitment_B4/Campus_Recruitment_B4_003/current.csv",
+      "bytes": 3730,
+      "sha256": "5c1570628e1e0ef112d26dd85a3c219296b2e4a0e7c3b844e3eb3c616f5c4174"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Campus_Recruitment_B4/Campus_Recruitment_B4_003/history.csv",
+      "bytes": 15672,
+      "sha256": "19882dc8c1bb1fa73852839de2090e03bc871c9f05ca723cc96305d19cd0e481"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Campus_Recruitment_B4/Campus_Recruitment_B4_003/info.json",
+      "bytes": 3289,
+      "sha256": "0d65ee7b47e2cb0a5550306b93e7d784e6e5a69924273370bba931a44c4e6f4e"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Campus_Recruitment_B4/Campus_Recruitment_B4_003/test_current.csv",
+      "bytes": 570,
+      "sha256": "6dff5ecbc99e2b9e551a6daa099a10f2a52f75d6441cb28424c026ce5b25e7ad"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Campus_Recruitment_B4/Campus_Recruitment_B4_004/Campus_Recruitment_B4_004_current.json",
+      "bytes": 21394,
+      "sha256": "5a862eb66cf271b2d6616093e68589ed8bc7cb14261a2b5009bae1cac2131d5e"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Campus_Recruitment_B4/Campus_Recruitment_B4_004/current.csv",
+      "bytes": 3459,
+      "sha256": "0f2d7e3400f51f1f480adf072d1d6cdffd155663de029074d6ba687bbbfad472"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Campus_Recruitment_B4/Campus_Recruitment_B4_004/history.csv",
+      "bytes": 15906,
+      "sha256": "e7c778dd2d8ca42c76e475e784a94dfc83dadad8b14f6004131daf3331628165"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Campus_Recruitment_B4/Campus_Recruitment_B4_004/info.json",
+      "bytes": 3289,
+      "sha256": "0d65ee7b47e2cb0a5550306b93e7d784e6e5a69924273370bba931a44c4e6f4e"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Campus_Recruitment_B4/Campus_Recruitment_B4_004/test_current.csv",
+      "bytes": 751,
+      "sha256": "fb47fd05045d8f9730a453a8990ad706a8b48f3987bc151d9a67149785de1e4e"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Campus_Recruitment_B4/Campus_Recruitment_B4_005/Campus_Recruitment_B4_005_current.json",
+      "bytes": 22178,
+      "sha256": "e8fbe9558256de79818610e01909a2c2476deebebce0a1fc1f855b2e19c9bc45"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Campus_Recruitment_B4/Campus_Recruitment_B4_005/current.csv",
+      "bytes": 3564,
+      "sha256": "dff9bed95534c86cc40b1727ff1ef97282360bcced791aa3a65e062795439dc3"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Campus_Recruitment_B4/Campus_Recruitment_B4_005/history.csv",
+      "bytes": 15824,
+      "sha256": "28a24f2996761fc83e0140f5206f008fb0c782b25ccac5623f719086c6ff7ca0"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Campus_Recruitment_B4/Campus_Recruitment_B4_005/info.json",
+      "bytes": 3289,
+      "sha256": "0d65ee7b47e2cb0a5550306b93e7d784e6e5a69924273370bba931a44c4e6f4e"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Campus_Recruitment_B4/Campus_Recruitment_B4_005/test_current.csv",
+      "bytes": 394,
+      "sha256": "1b7040f45997d836d4fc2660bcb2652fb6c88a25eb292431939ce9a01986a0d7"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Campus_Recruitment_B4/Campus_Recruitment_B4_006/Campus_Recruitment_B4_006_current.json",
+      "bytes": 23105,
+      "sha256": "977aa1209e547b64a94e353018a1ce77ef0c639ac17c53eed68bdc211b563094"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Campus_Recruitment_B4/Campus_Recruitment_B4_006/current.csv",
+      "bytes": 3696,
+      "sha256": "c224d8901f2a5ffb0898b7221ec70066dd67d7bc3d81458c5f35b87b69022115"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Campus_Recruitment_B4/Campus_Recruitment_B4_006/history.csv",
+      "bytes": 15682,
+      "sha256": "34eb71b291de1f98a9153c821a530584f48b81d1473334ef2553093583ceda6f"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Campus_Recruitment_B4/Campus_Recruitment_B4_006/info.json",
+      "bytes": 3289,
+      "sha256": "0d65ee7b47e2cb0a5550306b93e7d784e6e5a69924273370bba931a44c4e6f4e"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Campus_Recruitment_B4/Campus_Recruitment_B4_006/test_current.csv",
+      "bytes": 567,
+      "sha256": "faf9996b8925d9d0793eed252c22193bb974f00a112808113aad2ca939d5e649"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Campus_Recruitment_B4/Campus_Recruitment_B4_007/Campus_Recruitment_B4_007_current.json",
+      "bytes": 23127,
+      "sha256": "6c5ff11e40bb350c95d01cf806ce6129885d6b3a177deae0005428e900c3010c"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Campus_Recruitment_B4/Campus_Recruitment_B4_007/current.csv",
+      "bytes": 3695,
+      "sha256": "ee7e1e9ea7ccd050c7cb3376a9de333b11957d850b80882a74418e27c3d556e2"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Campus_Recruitment_B4/Campus_Recruitment_B4_007/history.csv",
+      "bytes": 15643,
+      "sha256": "f7612b911ff06574d5acf33e76decdfa76859e7cff48b059c05b4340930f9db0"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Campus_Recruitment_B4/Campus_Recruitment_B4_007/info.json",
+      "bytes": 3289,
+      "sha256": "0d65ee7b47e2cb0a5550306b93e7d784e6e5a69924273370bba931a44c4e6f4e"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Campus_Recruitment_B4/Campus_Recruitment_B4_007/test_current.csv",
+      "bytes": 759,
+      "sha256": "dfcf41ec4bcd590602baf3dfabff2f932c6052212b4e97de3f49cd8678207484"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Campus_Recruitment_B4/Campus_Recruitment_B4_008/Campus_Recruitment_B4_008_current.json",
+      "bytes": 31449,
+      "sha256": "e64de175bf28ded5bd5971474b7d797428607dd1ff5521abc9d015f3dda83b5b"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Campus_Recruitment_B4/Campus_Recruitment_B4_008/current.csv",
+      "bytes": 3701,
+      "sha256": "450652d824059f7f90bba32e4281f79009d7122e2162b2c18bad30761a5cf210"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Campus_Recruitment_B4/Campus_Recruitment_B4_008/history.csv",
+      "bytes": 15637,
+      "sha256": "33b64467a58ba148f86fb76ec321d12587303698f1eb4ac0e9db85f6f6f673d0"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Campus_Recruitment_B4/Campus_Recruitment_B4_008/info.json",
+      "bytes": 3289,
+      "sha256": "0d65ee7b47e2cb0a5550306b93e7d784e6e5a69924273370bba931a44c4e6f4e"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Campus_Recruitment_B4/Campus_Recruitment_B4_008/test_current.csv",
+      "bytes": 1022,
+      "sha256": "274df41c7fb5d04b5edcaaf89bbc75d3b4ebb366d22d38274fd01b51ff971779"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Diamonds_B4/Diamonds_B4_001/Diamonds_B4_001_current.json",
+      "bytes": 100438,
+      "sha256": "7d2d286367e177e9fd0a862e5a84529756e3af51c0d6e625c79fda325d3a65d9"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Diamonds_B4/Diamonds_B4_001/current.csv",
+      "bytes": 9802,
+      "sha256": "5f30fa97fcaa6aff26767ac5adeac27eb0513716a7653d391dd4ccae21f18d72"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Diamonds_B4/Diamonds_B4_001/history.csv",
+      "bytes": 2873742,
+      "sha256": "91332fd19d32dd7ada22d714d3fe5c6ad47a97b8191472286b46daadb2694f89"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Diamonds_B4/Diamonds_B4_001/info.json",
+      "bytes": 2517,
+      "sha256": "68e72657b3f0de09bee2ba48bcfbaa5acb39b91017f99776a1fdc59227eeab0b"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Diamonds_B4/Diamonds_B4_001/test_current.csv",
+      "bytes": 610,
+      "sha256": "ef24165ce629348d1cf49a832f16ab13a12027daf81fec13866052f17f563f15"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Diamonds_B4/Diamonds_B4_002/Diamonds_B4_002_current.json",
+      "bytes": 100294,
+      "sha256": "fcf954fad9a2907a70e3e3204b915f6bc091f9f08f5d56f0a8ff267ced752ca1"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Diamonds_B4/Diamonds_B4_002/current.csv",
+      "bytes": 9768,
+      "sha256": "781132f29bdc57bfb7e0891462e361b87e31be876b7e32bd04b9709bca7a4360"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Diamonds_B4/Diamonds_B4_002/history.csv",
+      "bytes": 2873774,
+      "sha256": "8d73de62b09c13ffc9eb3cd59d6c57e7035bcb8f7627a93d4a9f0fd9a076f64c"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Diamonds_B4/Diamonds_B4_002/info.json",
+      "bytes": 2517,
+      "sha256": "68e72657b3f0de09bee2ba48bcfbaa5acb39b91017f99776a1fdc59227eeab0b"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Diamonds_B4/Diamonds_B4_002/test_current.csv",
+      "bytes": 326,
+      "sha256": "9a3a306f518023cd8ce871f9e1e7026be96e4c01c25717491d63f06e41a99a21"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Diamonds_B4/Diamonds_B4_003/Diamonds_B4_003_current.json",
+      "bytes": 100360,
+      "sha256": "9f386c6e79df15b3373363ee4169dccd5d822c501d2cf866ee8c70fc45d39e40"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Diamonds_B4/Diamonds_B4_003/current.csv",
+      "bytes": 9794,
+      "sha256": "1c6243974f282dcd117599b3b47eaf0b5e8730fc1d9c3bcab6b6fbd8710acdf9"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Diamonds_B4/Diamonds_B4_003/history.csv",
+      "bytes": 2873739,
+      "sha256": "fa6580e6b7044c246a406dc7438e717870a1158f58319c36d2dba37498a25a76"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Diamonds_B4/Diamonds_B4_003/info.json",
+      "bytes": 2517,
+      "sha256": "68e72657b3f0de09bee2ba48bcfbaa5acb39b91017f99776a1fdc59227eeab0b"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Diamonds_B4/Diamonds_B4_003/test_current.csv",
+      "bytes": 490,
+      "sha256": "a9d2c41b1a474b3fbb0b15dda5dc1a3ae94336c4fdbd2ee46492981408f2d299"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Diamonds_B4/Diamonds_B4_004/Diamonds_B4_004_current.json",
+      "bytes": 100241,
+      "sha256": "57ffb49bb33540331e98fb5ed42b250e8e8cad59b23b1c88bbd6a8a0cc94f140"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Diamonds_B4/Diamonds_B4_004/current.csv",
+      "bytes": 9781,
+      "sha256": "4f5e3097149bf9990e3220e1b673687854765d9bdedf1b0365c31500daf634d1"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Diamonds_B4/Diamonds_B4_004/history.csv",
+      "bytes": 2873751,
+      "sha256": "88070e977eb6ed4c9a1f5e7fff3fd364f2ebe381773ed810981afe190d27a5d5"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Diamonds_B4/Diamonds_B4_004/info.json",
+      "bytes": 2517,
+      "sha256": "68e72657b3f0de09bee2ba48bcfbaa5acb39b91017f99776a1fdc59227eeab0b"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Diamonds_B4/Diamonds_B4_004/test_current.csv",
+      "bytes": 222,
+      "sha256": "9f1289e19b99797d9cf3aefdf9ec5247f442e77f9f0cc90ce317995cf4037b61"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Diamonds_B4/Diamonds_B4_005/Diamonds_B4_005_current.json",
+      "bytes": 100418,
+      "sha256": "ca253c4c23ef915ecf5eaf7ab51a75413af0c9be3939c4760b8db4b5c1d77c42"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Diamonds_B4/Diamonds_B4_005/current.csv",
+      "bytes": 9766,
+      "sha256": "2aeb5cf7926d6c23477fda498b47e79991edb48391d4186ee72635dba95642d2"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Diamonds_B4/Diamonds_B4_005/history.csv",
+      "bytes": 2873773,
+      "sha256": "764c13795f0f4d9d24c33dd4d91487e372bd652fadb6911b36e1e5bf95c26655"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Diamonds_B4/Diamonds_B4_005/info.json",
+      "bytes": 2517,
+      "sha256": "68e72657b3f0de09bee2ba48bcfbaa5acb39b91017f99776a1fdc59227eeab0b"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Diamonds_B4/Diamonds_B4_005/test_current.csv",
+      "bytes": 215,
+      "sha256": "ea0b1e7db388e3e523ed10e9c24ed5428741d7961a1e5914c7e05f036bb329fb"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Diamonds_B4/Diamonds_B4_006/Diamonds_B4_006_current.json",
+      "bytes": 100469,
+      "sha256": "620f8bead95a53f92443b19042103bdab1716d83314e125a0d15764bf3a0c6b1"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Diamonds_B4/Diamonds_B4_006/current.csv",
+      "bytes": 9709,
+      "sha256": "2c3adde799bc97e4efcc978c53bf27623e9276013576486fb3a66f736115eed2"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Diamonds_B4/Diamonds_B4_006/history.csv",
+      "bytes": 2873824,
+      "sha256": "db0a295083c57e4c1da60df45c984da7d90729f993e4868966de4e4e5f5582f0"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Diamonds_B4/Diamonds_B4_006/info.json",
+      "bytes": 2517,
+      "sha256": "68e72657b3f0de09bee2ba48bcfbaa5acb39b91017f99776a1fdc59227eeab0b"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Diamonds_B4/Diamonds_B4_006/test_current.csv",
+      "bytes": 486,
+      "sha256": "a00dbbb64b62b957753f2e5cc77ce66d47b59733eff580334ee3505b8f5c062a"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Diamonds_B4/Diamonds_B4_007/Diamonds_B4_007_current.json",
+      "bytes": 100508,
+      "sha256": "65b398640b951586e808239e47566b04984d1011409a1a264f0a0310eecfd632"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Diamonds_B4/Diamonds_B4_007/current.csv",
+      "bytes": 9791,
+      "sha256": "61f6aca144e77e27af420616c1afc6834c543432fcf50476aa5ebe5464ecc307"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Diamonds_B4/Diamonds_B4_007/history.csv",
+      "bytes": 2873742,
+      "sha256": "4e71f24ff00c1d9203c69db5dba9d87b03a51077ed64ad62a8c46f6c0916e39f"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Diamonds_B4/Diamonds_B4_007/info.json",
+      "bytes": 2517,
+      "sha256": "68e72657b3f0de09bee2ba48bcfbaa5acb39b91017f99776a1fdc59227eeab0b"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Diamonds_B4/Diamonds_B4_007/test_current.csv",
+      "bytes": 335,
+      "sha256": "8161cd57cc138ccc8e2d71c04f7ed8a24ad8be61582bb0b6df2194159a676432"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Diamonds_B4/Diamonds_B4_008/Diamonds_B4_008_current.json",
+      "bytes": 100482,
+      "sha256": "fbece98c559af392b831767893445472ecbc98092640cff837a5a7c55692ee33"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Diamonds_B4/Diamonds_B4_008/current.csv",
+      "bytes": 9773,
+      "sha256": "eff0fef912ee9265c6434e298d809dc8f73c86e26b8e9901bc74be9806b83b07"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Diamonds_B4/Diamonds_B4_008/history.csv",
+      "bytes": 2873776,
+      "sha256": "1f0e4587b585d33beb97667fbccf8b88d1f34756be30317d0f92666f00d2afa1"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Diamonds_B4/Diamonds_B4_008/info.json",
+      "bytes": 2517,
+      "sha256": "68e72657b3f0de09bee2ba48bcfbaa5acb39b91017f99776a1fdc59227eeab0b"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Diamonds_B4/Diamonds_B4_008/test_current.csv",
+      "bytes": 262,
+      "sha256": "6effe3cae207ddf8c2dfc5d59aa186eb6791d288b6bec6d2ff057da475f9cca5"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/House_Sales_in_King_County_USA_B4/House_Sales_in_King_County_USA_B4_001/House_Sales_in_King_County_USA_B4_001_current.json",
+      "bytes": 183864,
+      "sha256": "75a9cd87c5e2b613f439097e2b87f0bc7cf0956c13f7768e42aa18f36ad3ed13"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/House_Sales_in_King_County_USA_B4/House_Sales_in_King_County_USA_B4_001/current.csv",
+      "bytes": 20818,
+      "sha256": "71fdf7bbf71422d1b21e6348360f2094b8a6c81d86064a6519b92d9e47241fc6"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/House_Sales_in_King_County_USA_B4/House_Sales_in_King_County_USA_B4_001/history.csv",
+      "bytes": 2409769,
+      "sha256": "3b6de71401caee6c589bd30be4a5f6a50588a21cebb7545576265f936f2d4165"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/House_Sales_in_King_County_USA_B4/House_Sales_in_King_County_USA_B4_001/info.json",
+      "bytes": 3853,
+      "sha256": "dab7dfe6a9236af83c08a516bc70117de0d2d13ec235cf828d02839042338269"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/House_Sales_in_King_County_USA_B4/House_Sales_in_King_County_USA_B4_001/test_current.csv",
+      "bytes": 762,
+      "sha256": "32f460f46e858780adefad1968252cea35f868cb255e57319531c7094b1b6950"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/House_Sales_in_King_County_USA_B4/House_Sales_in_King_County_USA_B4_002/House_Sales_in_King_County_USA_B4_002_current.json",
+      "bytes": 183970,
+      "sha256": "ee9ea0b75442243770f3f3b0785024e55a49e7151dc7180b387fc40e900e171b"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/House_Sales_in_King_County_USA_B4/House_Sales_in_King_County_USA_B4_002/current.csv",
+      "bytes": 20833,
+      "sha256": "c0e54b6b1b28aa7ec98878f0e59c0930cb7f45d39082c8174678f49d16dccc61"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/House_Sales_in_King_County_USA_B4/House_Sales_in_King_County_USA_B4_002/history.csv",
+      "bytes": 2409750,
+      "sha256": "f9c0c890de0739d1bc89bcf553cd48cdce21e41d5413dbeb929a7b158ad980b1"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/House_Sales_in_King_County_USA_B4/House_Sales_in_King_County_USA_B4_002/info.json",
+      "bytes": 3853,
+      "sha256": "dab7dfe6a9236af83c08a516bc70117de0d2d13ec235cf828d02839042338269"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/House_Sales_in_King_County_USA_B4/House_Sales_in_King_County_USA_B4_002/test_current.csv",
+      "bytes": 1063,
+      "sha256": "592a2cd92c2a33a750d582eaa54bf84daf9e43d6e84e7d1ea8054f9f9e0dae33"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/House_Sales_in_King_County_USA_B4/House_Sales_in_King_County_USA_B4_003/House_Sales_in_King_County_USA_B4_003_current.json",
+      "bytes": 183844,
+      "sha256": "dfdb16f8a7275c86f003c938a94d144f97b2edb0a3ee9a5937eaff003b925822"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/House_Sales_in_King_County_USA_B4/House_Sales_in_King_County_USA_B4_003/current.csv",
+      "bytes": 20829,
+      "sha256": "27a1f73bc4a3afaf9d22e89e960b58f2f47bb350e2496b1a2e482d82059b7016"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/House_Sales_in_King_County_USA_B4/House_Sales_in_King_County_USA_B4_003/history.csv",
+      "bytes": 2409757,
+      "sha256": "799ac9b0c76683a7378c68c7c8f9caf445b96aa379f32bf631fe09e27a1c24ae"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/House_Sales_in_King_County_USA_B4/House_Sales_in_King_County_USA_B4_003/info.json",
+      "bytes": 3853,
+      "sha256": "dab7dfe6a9236af83c08a516bc70117de0d2d13ec235cf828d02839042338269"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/House_Sales_in_King_County_USA_B4/House_Sales_in_King_County_USA_B4_003/test_current.csv",
+      "bytes": 530,
+      "sha256": "a3df2b0ccf5e9c29759e06df1750a4148a6baa8f6ac3429a69840d7040d3f930"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/House_Sales_in_King_County_USA_B4/House_Sales_in_King_County_USA_B4_004/House_Sales_in_King_County_USA_B4_004_current.json",
+      "bytes": 183811,
+      "sha256": "fbdef00848c17777f349038c10654c8bfbbc5d7352937d23f5937a464916cf9c"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/House_Sales_in_King_County_USA_B4/House_Sales_in_King_County_USA_B4_004/current.csv",
+      "bytes": 20811,
+      "sha256": "190a0a921a7b101a3acb7349246fa38fea992d7b55a2107f8def823c0678e59f"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/House_Sales_in_King_County_USA_B4/House_Sales_in_King_County_USA_B4_004/history.csv",
+      "bytes": 2409766,
+      "sha256": "5ca01f56fa4ab5a6a1e938c40f871f1d2e26ada0052ffb68130e4abb08f2e6b9"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/House_Sales_in_King_County_USA_B4/House_Sales_in_King_County_USA_B4_004/info.json",
+      "bytes": 3853,
+      "sha256": "dab7dfe6a9236af83c08a516bc70117de0d2d13ec235cf828d02839042338269"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/House_Sales_in_King_County_USA_B4/House_Sales_in_King_County_USA_B4_004/test_current.csv",
+      "bytes": 296,
+      "sha256": "00213d9a3ad0bb85f9c8958707234d97a7a777292a8a8dc5095fe567e5e79d2e"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/House_Sales_in_King_County_USA_B4/House_Sales_in_King_County_USA_B4_005/House_Sales_in_King_County_USA_B4_005_current.json",
+      "bytes": 184204,
+      "sha256": "681054ff53816d4f770cda53bb6e9eae2d528b17758f708f6bc83f31889f5ab6"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/House_Sales_in_King_County_USA_B4/House_Sales_in_King_County_USA_B4_005/current.csv",
+      "bytes": 20856,
+      "sha256": "34f65579b9a583cf599f94b0bf8eb2acae930127652f76fcf6ff8ad2166968a8"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/House_Sales_in_King_County_USA_B4/House_Sales_in_King_County_USA_B4_005/history.csv",
+      "bytes": 2409728,
+      "sha256": "2cdc0f3181d7d5a6e21a413fab712dadde5e14187fcf7c06da5fa16e95d67814"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/House_Sales_in_King_County_USA_B4/House_Sales_in_King_County_USA_B4_005/info.json",
+      "bytes": 3853,
+      "sha256": "dab7dfe6a9236af83c08a516bc70117de0d2d13ec235cf828d02839042338269"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/House_Sales_in_King_County_USA_B4/House_Sales_in_King_County_USA_B4_005/test_current.csv",
+      "bytes": 758,
+      "sha256": "dbc50333c171725c78624a9c63b90185d815ccc1b2545b4b01f2d77ee28f3e80"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/House_Sales_in_King_County_USA_B4/House_Sales_in_King_County_USA_B4_006/House_Sales_in_King_County_USA_B4_006_current.json",
+      "bytes": 184159,
+      "sha256": "167af11f085624f38cc83bf04026debf562e66f5806060b16cd6dd7bab02fc4a"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/House_Sales_in_King_County_USA_B4/House_Sales_in_King_County_USA_B4_006/current.csv",
+      "bytes": 20845,
+      "sha256": "07610a0975d4f6c25828fc9665b9c1d075df2e29747c68686594742313679b82"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/House_Sales_in_King_County_USA_B4/House_Sales_in_King_County_USA_B4_006/history.csv",
+      "bytes": 2409740,
+      "sha256": "455110853998c2d46a59f34f2e81b0abb7142be62d5ca0d0efdf864c1abf507d"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/House_Sales_in_King_County_USA_B4/House_Sales_in_King_County_USA_B4_006/info.json",
+      "bytes": 3853,
+      "sha256": "dab7dfe6a9236af83c08a516bc70117de0d2d13ec235cf828d02839042338269"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/House_Sales_in_King_County_USA_B4/House_Sales_in_King_County_USA_B4_006/test_current.csv",
+      "bytes": 413,
+      "sha256": "d96936fbac88430c16d066e1d923fe672d15e0a5a7886df3d91535f505a64035"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/House_Sales_in_King_County_USA_B4/House_Sales_in_King_County_USA_B4_007/House_Sales_in_King_County_USA_B4_007_current.json",
+      "bytes": 184272,
+      "sha256": "a91e80adcf126eaf8c412efbef0b231ceafee9a89f740f5777597682b5602e4f"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/House_Sales_in_King_County_USA_B4/House_Sales_in_King_County_USA_B4_007/current.csv",
+      "bytes": 20865,
+      "sha256": "3098cbba0ed4a72ed4c9518be72e4d05276bd8ca4c797abb08710add2a21ed6e"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/House_Sales_in_King_County_USA_B4/House_Sales_in_King_County_USA_B4_007/history.csv",
+      "bytes": 2409716,
+      "sha256": "00e4d74c713134b818eb702f287c6856ddc95a2df4a2bbb41059ab71cdbbe877"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/House_Sales_in_King_County_USA_B4/House_Sales_in_King_County_USA_B4_007/info.json",
+      "bytes": 3853,
+      "sha256": "dab7dfe6a9236af83c08a516bc70117de0d2d13ec235cf828d02839042338269"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/House_Sales_in_King_County_USA_B4/House_Sales_in_King_County_USA_B4_007/test_current.csv",
+      "bytes": 1107,
+      "sha256": "3f9f191789ccb68470204388ddc9921ff6982781c90611ef2c180e0120043ff6"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/House_Sales_in_King_County_USA_B4/House_Sales_in_King_County_USA_B4_008/House_Sales_in_King_County_USA_B4_008_current.json",
+      "bytes": 184123,
+      "sha256": "409a66e16d5a71b7b4ac2cb123fab28a8b078c473a56badd71e57e3565b53818"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/House_Sales_in_King_County_USA_B4/House_Sales_in_King_County_USA_B4_008/current.csv",
+      "bytes": 20830,
+      "sha256": "f3c8b149a1c7a3bac0d87c15c5f002b7def3f655158ff3d25b0e613b1f2cee1a"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/House_Sales_in_King_County_USA_B4/House_Sales_in_King_County_USA_B4_008/history.csv",
+      "bytes": 2409751,
+      "sha256": "e9d299fc4af91eb1f1240be42abf98ca49ad7f8816eccbae8297bec190ca9872"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/House_Sales_in_King_County_USA_B4/House_Sales_in_King_County_USA_B4_008/info.json",
+      "bytes": 3853,
+      "sha256": "dab7dfe6a9236af83c08a516bc70117de0d2d13ec235cf828d02839042338269"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/House_Sales_in_King_County_USA_B4/House_Sales_in_King_County_USA_B4_008/test_current.csv",
+      "bytes": 512,
+      "sha256": "9daff4d059d15012629ff61fdb3696796c9298511529b873f04ab7ba75df861a"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Mall_Customer_Segmentation_Data_B4/Mall_Customer_Segmentation_Data_B4_001/Mall_Customer_Segmentation_Data_B4_001_current.json",
+      "bytes": 10274,
+      "sha256": "23ab3a730a1a308760f29dfbfaed0133a3ac4c0076bfda0e08aee04d478d2e70"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Mall_Customer_Segmentation_Data_B4/Mall_Customer_Segmentation_Data_B4_001/current.csv",
+      "bytes": 658,
+      "sha256": "89ffba5a27304a41e5d6793a57a9f73bc1e923c3f64bbe093321accd9718f9f6"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Mall_Customer_Segmentation_Data_B4/Mall_Customer_Segmentation_Data_B4_001/history.csv",
+      "bytes": 3047,
+      "sha256": "5c2fe5f14e0dd8bde8ab6358bf4c1511e355001f66151202042bff7f970e41c3"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Mall_Customer_Segmentation_Data_B4/Mall_Customer_Segmentation_Data_B4_001/info.json",
+      "bytes": 1563,
+      "sha256": "7b73341cc9e3f14a35eab955b21e67f76a48a88e34b4589d990bcf3c0d05f0ae"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Mall_Customer_Segmentation_Data_B4/Mall_Customer_Segmentation_Data_B4_001/test_current.csv",
+      "bytes": 205,
+      "sha256": "2941441e7a5825d7bd0af7e757033fc7d664e74664974f32e79b31c2a41f9c74"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Mall_Customer_Segmentation_Data_B4/Mall_Customer_Segmentation_Data_B4_002/Mall_Customer_Segmentation_Data_B4_002_current.json",
+      "bytes": 14003,
+      "sha256": "ebac8fa9ffb6a7f022d30df6dcd2e508b4e970bfa2a0f3e1f6242355a6a294ea"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Mall_Customer_Segmentation_Data_B4/Mall_Customer_Segmentation_Data_B4_002/current.csv",
+      "bytes": 667,
+      "sha256": "aa0bbc6174c90141004ae4f277963f5ba007d099ff8bce8b4399ea6e5fb02760"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Mall_Customer_Segmentation_Data_B4/Mall_Customer_Segmentation_Data_B4_002/history.csv",
+      "bytes": 3036,
+      "sha256": "8756b3eadbf836e5e65785161d07bd0db3a921285dfe32d6e2c83ad5aa25bc61"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Mall_Customer_Segmentation_Data_B4/Mall_Customer_Segmentation_Data_B4_002/info.json",
+      "bytes": 1563,
+      "sha256": "7b73341cc9e3f14a35eab955b21e67f76a48a88e34b4589d990bcf3c0d05f0ae"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Mall_Customer_Segmentation_Data_B4/Mall_Customer_Segmentation_Data_B4_002/test_current.csv",
+      "bytes": 286,
+      "sha256": "6b0ca959dfa32c22792dd071bb8b14532e03f8e372f976b991fc694f365b21ee"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Mall_Customer_Segmentation_Data_B4/Mall_Customer_Segmentation_Data_B4_003/Mall_Customer_Segmentation_Data_B4_003_current.json",
+      "bytes": 13818,
+      "sha256": "cc923a241e2c257a1a1e5249235a09b613100e0f24098b3a83fc2e3408fed7f5"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Mall_Customer_Segmentation_Data_B4/Mall_Customer_Segmentation_Data_B4_003/current.csv",
+      "bytes": 659,
+      "sha256": "612bae28e136457132bfd7e32fd6ed2385459a3660ea59bdc63ba08d662d5f6e"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Mall_Customer_Segmentation_Data_B4/Mall_Customer_Segmentation_Data_B4_003/history.csv",
+      "bytes": 3045,
+      "sha256": "f12b0f9d5cbfb8aafaca943fb596034ddd9ff54e68a74999ad98c51d04af3c68"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Mall_Customer_Segmentation_Data_B4/Mall_Customer_Segmentation_Data_B4_003/info.json",
+      "bytes": 1563,
+      "sha256": "7b73341cc9e3f14a35eab955b21e67f76a48a88e34b4589d990bcf3c0d05f0ae"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Mall_Customer_Segmentation_Data_B4/Mall_Customer_Segmentation_Data_B4_003/test_current.csv",
+      "bytes": 153,
+      "sha256": "af055e3f5cc0ce05c328c30ffdf61893dedc105f2d7fa2618269135e8c5861a7"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Mall_Customer_Segmentation_Data_B4/Mall_Customer_Segmentation_Data_B4_004/Mall_Customer_Segmentation_Data_B4_004_current.json",
+      "bytes": 13754,
+      "sha256": "a5adc2e3f996ef377322a3c7025467911fb3c16dfe9ee47c6b8d6a9d75c81519"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Mall_Customer_Segmentation_Data_B4/Mall_Customer_Segmentation_Data_B4_004/current.csv",
+      "bytes": 671,
+      "sha256": "4c2cfc32ce6edd18957fab2ec28843171af83bc4b1d1a71e4e456d9787146d8e"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Mall_Customer_Segmentation_Data_B4/Mall_Customer_Segmentation_Data_B4_004/history.csv",
+      "bytes": 3034,
+      "sha256": "9560a51abacb840e4baaacf16483f441777438a2737efafbcb27bd5675ac5866"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Mall_Customer_Segmentation_Data_B4/Mall_Customer_Segmentation_Data_B4_004/info.json",
+      "bytes": 1563,
+      "sha256": "7b73341cc9e3f14a35eab955b21e67f76a48a88e34b4589d990bcf3c0d05f0ae"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Mall_Customer_Segmentation_Data_B4/Mall_Customer_Segmentation_Data_B4_004/test_current.csv",
+      "bytes": 121,
+      "sha256": "67bdabd4a52cd9cbc1c9c901726a8b02ccef193c6a591ef363062a63012c72e3"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Mall_Customer_Segmentation_Data_B4/Mall_Customer_Segmentation_Data_B4_005/Mall_Customer_Segmentation_Data_B4_005_current.json",
+      "bytes": 10245,
+      "sha256": "537125b4c3f54f99c3f96453c91a826f5b1840f2aefcf3bab34b088f6e6935f8"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Mall_Customer_Segmentation_Data_B4/Mall_Customer_Segmentation_Data_B4_005/current.csv",
+      "bytes": 646,
+      "sha256": "7c458ce51bbbfe2bc150ea316d83b4734da9aacc9b2ee995d664936d1eb7c192"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Mall_Customer_Segmentation_Data_B4/Mall_Customer_Segmentation_Data_B4_005/history.csv",
+      "bytes": 3063,
+      "sha256": "2e2c7f2b49bb2bb753d1b6ac9b756ee7ff7f91acb97c6398f101ad494123b32a"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Mall_Customer_Segmentation_Data_B4/Mall_Customer_Segmentation_Data_B4_005/info.json",
+      "bytes": 1563,
+      "sha256": "7b73341cc9e3f14a35eab955b21e67f76a48a88e34b4589d990bcf3c0d05f0ae"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Mall_Customer_Segmentation_Data_B4/Mall_Customer_Segmentation_Data_B4_005/test_current.csv",
+      "bytes": 262,
+      "sha256": "a0a90bc6783cb025cd55e6b61bf34beeeb65408e3a855b5d3a1bec6ffd6878e9"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Mall_Customer_Segmentation_Data_B4/Mall_Customer_Segmentation_Data_B4_006/Mall_Customer_Segmentation_Data_B4_006_current.json",
+      "bytes": 13985,
+      "sha256": "8985346d25d1b935fc45b92809f13409760a4e77d154c830a7166dbbf93af1f2"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Mall_Customer_Segmentation_Data_B4/Mall_Customer_Segmentation_Data_B4_006/current.csv",
+      "bytes": 655,
+      "sha256": "f60f6a8fba892dea8c63125c71e32634b373fb86f50b7a5b8382a8977bf4fb4b"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Mall_Customer_Segmentation_Data_B4/Mall_Customer_Segmentation_Data_B4_006/history.csv",
+      "bytes": 3051,
+      "sha256": "4cf5c034261f446e2a55fbfe47d454920a363edf52f8f4f0f6f4eb933f53286f"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Mall_Customer_Segmentation_Data_B4/Mall_Customer_Segmentation_Data_B4_006/info.json",
+      "bytes": 1563,
+      "sha256": "7b73341cc9e3f14a35eab955b21e67f76a48a88e34b4589d990bcf3c0d05f0ae"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Mall_Customer_Segmentation_Data_B4/Mall_Customer_Segmentation_Data_B4_006/test_current.csv",
+      "bytes": 156,
+      "sha256": "0419176fed20b3b1a5e184a662ae9ae30afabb418d6c7dda1afa444a0da8ad7a"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Mall_Customer_Segmentation_Data_B4/Mall_Customer_Segmentation_Data_B4_007/Mall_Customer_Segmentation_Data_B4_007_current.json",
+      "bytes": 14109,
+      "sha256": "5e96eae4c0b370519357750bbdb7abc8400d9f19c6ce4759be85ed866a9e9ed2"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Mall_Customer_Segmentation_Data_B4/Mall_Customer_Segmentation_Data_B4_007/current.csv",
+      "bytes": 676,
+      "sha256": "771884992c8931e7a2aa38031b7ceedc0bfe8e75897463e3499760253b7d38b5"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Mall_Customer_Segmentation_Data_B4/Mall_Customer_Segmentation_Data_B4_007/history.csv",
+      "bytes": 3030,
+      "sha256": "3d9f814efffa57e465837166076464e31221bf2c2ab8bf658341baaa12944b38"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Mall_Customer_Segmentation_Data_B4/Mall_Customer_Segmentation_Data_B4_007/info.json",
+      "bytes": 1563,
+      "sha256": "7b73341cc9e3f14a35eab955b21e67f76a48a88e34b4589d990bcf3c0d05f0ae"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Mall_Customer_Segmentation_Data_B4/Mall_Customer_Segmentation_Data_B4_007/test_current.csv",
+      "bytes": 101,
+      "sha256": "43daacbd3e624048f72316af2666286d977cb1be8e5741c7a8b93a076cdab261"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Mall_Customer_Segmentation_Data_B4/Mall_Customer_Segmentation_Data_B4_008/Mall_Customer_Segmentation_Data_B4_008_current.json",
+      "bytes": 13968,
+      "sha256": "d003cde0b00520aad85423ada3ccb508c91a49830c3826700c41a0871b25999b"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Mall_Customer_Segmentation_Data_B4/Mall_Customer_Segmentation_Data_B4_008/current.csv",
+      "bytes": 673,
+      "sha256": "b3898089ebfda78d737b4a97cda8c3ae020b96c88db354ce4fa9d73f6ae1da3b"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Mall_Customer_Segmentation_Data_B4/Mall_Customer_Segmentation_Data_B4_008/history.csv",
+      "bytes": 3029,
+      "sha256": "b64d16bba08874416a04d1691dd2fd29b73ef29a5aef6b515976d19177740fe8"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Mall_Customer_Segmentation_Data_B4/Mall_Customer_Segmentation_Data_B4_008/info.json",
+      "bytes": 1563,
+      "sha256": "7b73341cc9e3f14a35eab955b21e67f76a48a88e34b4589d990bcf3c0d05f0ae"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Mall_Customer_Segmentation_Data_B4/Mall_Customer_Segmentation_Data_B4_008/test_current.csv",
+      "bytes": 127,
+      "sha256": "00abee0f9490463f2484f800bc79e61e4283eec0c8ba154b85bc1c73a2b6fb8d"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Supermarket_store_branches_sales_analysis_B4/Supermarket_store_branches_sales_analysis_B4_001/Supermarket_store_branches_sales_analysis_B4_001_current.json",
+      "bytes": 59905,
+      "sha256": "c14fe024c6dc40dc76a5258c5d6d8bf5fd6d6be339d6d9a42247fdf512afc29e"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Supermarket_store_branches_sales_analysis_B4/Supermarket_store_branches_sales_analysis_B4_001/current.csv",
+      "bytes": 3287,
+      "sha256": "91daf47df2e3ea65ff76a046c34359d6b7cad0cd2d4b42aa7c8b4421b6e26cae"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Supermarket_store_branches_sales_analysis_B4/Supermarket_store_branches_sales_analysis_B4_001/history.csv",
+      "bytes": 17339,
+      "sha256": "07b2be1dc839571ac8223d2e3f7ee9aaf65c6508cb3736d637883ca05e29f21b"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Supermarket_store_branches_sales_analysis_B4/Supermarket_store_branches_sales_analysis_B4_001/info.json",
+      "bytes": 1610,
+      "sha256": "916ffba23c7e5a3a5209a002469fe5a34100781efef75b4386ded10d86547059"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Supermarket_store_branches_sales_analysis_B4/Supermarket_store_branches_sales_analysis_B4_001/test_current.csv",
+      "bytes": 241,
+      "sha256": "f1e0273cd1164bfd5f1e0a549cf6debb2d0f8620c5023cbaa838268935ec2b55"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Supermarket_store_branches_sales_analysis_B4/Supermarket_store_branches_sales_analysis_B4_002/Supermarket_store_branches_sales_analysis_B4_002_current.json",
+      "bytes": 59863,
+      "sha256": "d6eaa7e9dcc3a579b7a1b4b7894a35b1a2370a373fd5d72ffaa719c7fbf8a8ac"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Supermarket_store_branches_sales_analysis_B4/Supermarket_store_branches_sales_analysis_B4_002/current.csv",
+      "bytes": 3288,
+      "sha256": "514bdd76e6f49fa26688e5fdc5b159df9f9642ae90a1329c5fa6446a6c6ffba0"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Supermarket_store_branches_sales_analysis_B4/Supermarket_store_branches_sales_analysis_B4_002/history.csv",
+      "bytes": 17340,
+      "sha256": "2a9fe7295ceb25fa3f4292679e8dd3b64156e0bf0d94586e2abe5e6fe431c33e"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Supermarket_store_branches_sales_analysis_B4/Supermarket_store_branches_sales_analysis_B4_002/info.json",
+      "bytes": 1610,
+      "sha256": "916ffba23c7e5a3a5209a002469fe5a34100781efef75b4386ded10d86547059"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Supermarket_store_branches_sales_analysis_B4/Supermarket_store_branches_sales_analysis_B4_002/test_current.csv",
+      "bytes": 190,
+      "sha256": "88d74e7b3a27963019235507e7328c65a8b422142ae021ff218a0fd0c229f956"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Supermarket_store_branches_sales_analysis_B4/Supermarket_store_branches_sales_analysis_B4_003/Supermarket_store_branches_sales_analysis_B4_003_current.json",
+      "bytes": 59827,
+      "sha256": "be45e8c7e21c4a48f4e792c9696d08686894adedbe0488785af6b61b8577d2bf"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Supermarket_store_branches_sales_analysis_B4/Supermarket_store_branches_sales_analysis_B4_003/current.csv",
+      "bytes": 3310,
+      "sha256": "3d069b22e9baacc8598c069b0da93f27a00c2b681956aa53b8f20837f33863b1"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Supermarket_store_branches_sales_analysis_B4/Supermarket_store_branches_sales_analysis_B4_003/history.csv",
+      "bytes": 17318,
+      "sha256": "03d12c9f1b69e430cf75cc3efa2b0673bbba0158584cb9d1e4d7dfcfb7c452b7"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Supermarket_store_branches_sales_analysis_B4/Supermarket_store_branches_sales_analysis_B4_003/info.json",
+      "bytes": 1610,
+      "sha256": "916ffba23c7e5a3a5209a002469fe5a34100781efef75b4386ded10d86547059"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Supermarket_store_branches_sales_analysis_B4/Supermarket_store_branches_sales_analysis_B4_003/test_current.csv",
+      "bytes": 143,
+      "sha256": "f6a24c54d8ba427932462ada254211717bff93873e19bd34b9faf8d7903e09e0"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Supermarket_store_branches_sales_analysis_B4/Supermarket_store_branches_sales_analysis_B4_004/Supermarket_store_branches_sales_analysis_B4_004_current.json",
+      "bytes": 60019,
+      "sha256": "1af4f2a911b52abef394938da3b2dba87ac83a2cf143f2ce576eb14eaafd3ee0"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Supermarket_store_branches_sales_analysis_B4/Supermarket_store_branches_sales_analysis_B4_004/current.csv",
+      "bytes": 3300,
+      "sha256": "af646fa3a1420e3432fbb4820f887069b44da159af7d1b9cec3f93652ebdc38b"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Supermarket_store_branches_sales_analysis_B4/Supermarket_store_branches_sales_analysis_B4_004/history.csv",
+      "bytes": 17327,
+      "sha256": "712e80020379743ea47c217bd1250f408c2f6791d017b7b141ac92688b58b55f"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Supermarket_store_branches_sales_analysis_B4/Supermarket_store_branches_sales_analysis_B4_004/info.json",
+      "bytes": 1610,
+      "sha256": "916ffba23c7e5a3a5209a002469fe5a34100781efef75b4386ded10d86547059"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Supermarket_store_branches_sales_analysis_B4/Supermarket_store_branches_sales_analysis_B4_004/test_current.csv",
+      "bytes": 312,
+      "sha256": "e0ac0205c7d7e2d34676194c0f400916f32abaf07d6029cc17291e81aa1608ff"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Supermarket_store_branches_sales_analysis_B4/Supermarket_store_branches_sales_analysis_B4_005/Supermarket_store_branches_sales_analysis_B4_005_current.json",
+      "bytes": 60034,
+      "sha256": "ab657b23ec348c70b2e9b8efb04e276c5faa06d9be887681df1a96eca37a7f07"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Supermarket_store_branches_sales_analysis_B4/Supermarket_store_branches_sales_analysis_B4_005/current.csv",
+      "bytes": 3285,
+      "sha256": "1f5dcefef7cd6d082dc7b369e1d04178c9873498517970c089cc704867ed283d"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Supermarket_store_branches_sales_analysis_B4/Supermarket_store_branches_sales_analysis_B4_005/history.csv",
+      "bytes": 17344,
+      "sha256": "2b565ea9ef65524b21505d373d970fe79f493cb02e4598807ffa908db1c999e6"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Supermarket_store_branches_sales_analysis_B4/Supermarket_store_branches_sales_analysis_B4_005/info.json",
+      "bytes": 1610,
+      "sha256": "916ffba23c7e5a3a5209a002469fe5a34100781efef75b4386ded10d86547059"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Supermarket_store_branches_sales_analysis_B4/Supermarket_store_branches_sales_analysis_B4_005/test_current.csv",
+      "bytes": 166,
+      "sha256": "75bf0ebccd7ee3691e2b704f443977cb52f1161c8ed87e5a6a7ff89f5aa993ed"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Supermarket_store_branches_sales_analysis_B4/Supermarket_store_branches_sales_analysis_B4_006/Supermarket_store_branches_sales_analysis_B4_006_current.json",
+      "bytes": 59999,
+      "sha256": "60f309e96446c687cd348108b13f9b94f8a72fc9b76718cdd07910338758c09f"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Supermarket_store_branches_sales_analysis_B4/Supermarket_store_branches_sales_analysis_B4_006/current.csv",
+      "bytes": 3303,
+      "sha256": "78aa34b744e484bf6dbe46cb83166522d798bf754be5cb63cb39194ec7dadd40"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Supermarket_store_branches_sales_analysis_B4/Supermarket_store_branches_sales_analysis_B4_006/history.csv",
+      "bytes": 17325,
+      "sha256": "44a66230adb5b981cd24f4a64468d7da81a4648706cd99859a40b5b079f212c8"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Supermarket_store_branches_sales_analysis_B4/Supermarket_store_branches_sales_analysis_B4_006/info.json",
+      "bytes": 1610,
+      "sha256": "916ffba23c7e5a3a5209a002469fe5a34100781efef75b4386ded10d86547059"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Supermarket_store_branches_sales_analysis_B4/Supermarket_store_branches_sales_analysis_B4_006/test_current.csv",
+      "bytes": 116,
+      "sha256": "92cd5804af2cb15442cd42fdf152d237cde270575e461471926f6b2801c47318"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Supermarket_store_branches_sales_analysis_B4/Supermarket_store_branches_sales_analysis_B4_007/Supermarket_store_branches_sales_analysis_B4_007_current.json",
+      "bytes": 60088,
+      "sha256": "315a8f3413b45345eb40a6f5be6a20c661430e0206b9c83bc9070dc3768b924e"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Supermarket_store_branches_sales_analysis_B4/Supermarket_store_branches_sales_analysis_B4_007/current.csv",
+      "bytes": 3286,
+      "sha256": "a901520b6a3bac2a6e67ddce5014a2167dfdf41c3a9667ac9f31eb931a06da57"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Supermarket_store_branches_sales_analysis_B4/Supermarket_store_branches_sales_analysis_B4_007/history.csv",
+      "bytes": 17341,
+      "sha256": "64d42208ee57a3c253b05223b6c6edfb76cf0c6afb3dd4742088a9184ec464ec"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Supermarket_store_branches_sales_analysis_B4/Supermarket_store_branches_sales_analysis_B4_007/info.json",
+      "bytes": 1610,
+      "sha256": "916ffba23c7e5a3a5209a002469fe5a34100781efef75b4386ded10d86547059"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Supermarket_store_branches_sales_analysis_B4/Supermarket_store_branches_sales_analysis_B4_007/test_current.csv",
+      "bytes": 240,
+      "sha256": "7b0013e06630b0b8414b0b9a11311e137aa43d273c1b5bbcad64ad8693712cab"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Supermarket_store_branches_sales_analysis_B4/Supermarket_store_branches_sales_analysis_B4_008/Supermarket_store_branches_sales_analysis_B4_008_current.json",
+      "bytes": 59988,
+      "sha256": "9fbf4c31224efd8d9928718de3a21a9e01d4986224b4e1d2eda595cf7add7958"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Supermarket_store_branches_sales_analysis_B4/Supermarket_store_branches_sales_analysis_B4_008/current.csv",
+      "bytes": 3300,
+      "sha256": "d3e69523fd247192d47324c722bf459ea4349b13b2f2409b1c19a46f4f965f92"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Supermarket_store_branches_sales_analysis_B4/Supermarket_store_branches_sales_analysis_B4_008/history.csv",
+      "bytes": 17328,
+      "sha256": "e7d31e71af1094d8c4135c95b1e20375966d9f4695104551fa939fcf12260c26"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Supermarket_store_branches_sales_analysis_B4/Supermarket_store_branches_sales_analysis_B4_008/info.json",
+      "bytes": 1610,
+      "sha256": "916ffba23c7e5a3a5209a002469fe5a34100781efef75b4386ded10d86547059"
+    },
+    {
+      "path": "ranking_and_filtering/finance/regression/Supermarket_store_branches_sales_analysis_B4/Supermarket_store_branches_sales_analysis_B4_008/test_current.csv",
+      "bytes": 142,
+      "sha256": "f484d19741dbfab7848c1bb47cbd546ba1b0c96ee0e52e721bc39705092f184f"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B4/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B4_001/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B4_001_current.json",
+      "bytes": 183631,
+      "sha256": "967fe672d9aa8e85033ed86c4d21d6c5198980754228cd2fedc7a514daebc58a"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B4/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B4_001/current.csv",
+      "bytes": 25233,
+      "sha256": "ffbd459fdd84a26117dd911418c989084903112f24260f918e2d2cbca4800d3b"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B4/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B4_001/history.csv",
+      "bytes": 101167,
+      "sha256": "ed8d2f1a85d4537ef1540addebe6ac1be0838706d735b496621de3cd788a73b0"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B4/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B4_001/info.json",
+      "bytes": 6645,
+      "sha256": "4415cc28dd1b08caed01d6b1ec58ac5f75a12167436b260fddb505caa623ce22"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B4/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B4_001/test_current.csv",
+      "bytes": 3767,
+      "sha256": "c8b581852d48752c0615dc973ff89ff4c5e0e364d4d27d1beab32acf2acbe608"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B4/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B4_002/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B4_002_current.json",
+      "bytes": 183475,
+      "sha256": "bc024e726aa31bda89e7124cdef96c1a82fae2aa4b244779ade4802f31de18e5"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B4/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B4_002/current.csv",
+      "bytes": 25086,
+      "sha256": "928ddb893a3d7e63d35e32f22863fd3166d8313228c8c4f4b9f4ec353d5e323e"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B4/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B4_002/history.csv",
+      "bytes": 101314,
+      "sha256": "1d1aba0ce2432c6695db322e3adc1ad1d7a3a544a7202df500c166534a57de67"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B4/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B4_002/info.json",
+      "bytes": 6645,
+      "sha256": "4415cc28dd1b08caed01d6b1ec58ac5f75a12167436b260fddb505caa623ce22"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B4/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B4_002/test_current.csv",
+      "bytes": 3828,
+      "sha256": "e142c8dc76eb1e4ac5ae70a155c6223c18a4ebe36d1ef8230f07f00171794624"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B4/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B4_003/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B4_003_current.json",
+      "bytes": 183612,
+      "sha256": "935409f7e78b3b724e62a95e4b812c6f6b1e962991ca7d8d0904feb8bf0b3046"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B4/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B4_003/current.csv",
+      "bytes": 25196,
+      "sha256": "141279450ca4e55aa33e60a1ef1e0c15354d47f094a2cf42399769a40de9cfd3"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B4/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B4_003/history.csv",
+      "bytes": 101204,
+      "sha256": "af74752dd73f857088ffc71a6446a1a04cffe105afe174c90324ca616a0d2b51"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B4/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B4_003/info.json",
+      "bytes": 6645,
+      "sha256": "4415cc28dd1b08caed01d6b1ec58ac5f75a12167436b260fddb505caa623ce22"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B4/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B4_003/test_current.csv",
+      "bytes": 3757,
+      "sha256": "333dfe4802e5bf41ed8a30274d9dec1bd7009ed256e8837b7ce2ecb7132e6690"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B4/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B4_004/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B4_004_current.json",
+      "bytes": 183485,
+      "sha256": "cf11177036f4826d54c3b06f0f0aef8c61c08d64d4b2d39635404cd4c6d44988"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B4/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B4_004/current.csv",
+      "bytes": 25101,
+      "sha256": "91704fd17252d058a4ce8b7a7c6aabb3230072b00b7a1f97f1bc577ddf9081b7"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B4/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B4_004/history.csv",
+      "bytes": 101299,
+      "sha256": "5319a813bc79a5ddda4757537ddd90b2b9a938ed66220d108a9f7300c3aca8e4"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B4/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B4_004/info.json",
+      "bytes": 6645,
+      "sha256": "4415cc28dd1b08caed01d6b1ec58ac5f75a12167436b260fddb505caa623ce22"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B4/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B4_004/test_current.csv",
+      "bytes": 3800,
+      "sha256": "87a3d1e104bc90d82d8f68fc662903e247e41156a8248c25d88542c320601136"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B4/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B4_005/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B4_005_current.json",
+      "bytes": 183632,
+      "sha256": "d20c965578a76261a906e4a465ca3f9fee49a5bbd767cb9acbda709b6213705f"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B4/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B4_005/current.csv",
+      "bytes": 25238,
+      "sha256": "92979a302df5729dedb004c673ebaedb440575592369be413b1df123016bf24d"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B4/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B4_005/history.csv",
+      "bytes": 101162,
+      "sha256": "cbe99e1af6d2a9d4560df46a3ea8828269e3a9b9c399a8bc87a604f6c38a294e"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B4/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B4_005/info.json",
+      "bytes": 6645,
+      "sha256": "4415cc28dd1b08caed01d6b1ec58ac5f75a12167436b260fddb505caa623ce22"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B4/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B4_005/test_current.csv",
+      "bytes": 1358,
+      "sha256": "5368319d10d44e7b6dd47ab3c49ece7b2714ad56494f342401fb84447d64bb85"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B4/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B4_006/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B4_006_current.json",
+      "bytes": 183827,
+      "sha256": "fb4a806e7642e9d7600d81b008a1362a7d511a216965c562eb37fdfa8ed9c556"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B4/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B4_006/current.csv",
+      "bytes": 25214,
+      "sha256": "6f75216984398f0ad1ec76a0388f02e4502e6c0b3afed5020be26ea738a3b71e"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B4/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B4_006/history.csv",
+      "bytes": 101186,
+      "sha256": "88c0997f5dfc67c26cc6c2815747d58759f955e9ed6e171339faecef7a6828db"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B4/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B4_006/info.json",
+      "bytes": 6645,
+      "sha256": "4415cc28dd1b08caed01d6b1ec58ac5f75a12167436b260fddb505caa623ce22"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B4/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B4_006/test_current.csv",
+      "bytes": 3812,
+      "sha256": "2e2b4735154aa3957f1b3994bae210cfcade2f7bfb61c6cd0dd187ace19a95d3"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B4/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B4_007/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B4_007_current.json",
+      "bytes": 183719,
+      "sha256": "d9bccca59d52757d818bb0b18c9fbc1e0a0d17d927e08892a82fc88ef50a637a"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B4/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B4_007/current.csv",
+      "bytes": 25326,
+      "sha256": "a370fb8f57adb03dc0bbef7cc550dc90b5a2b032a6696dfbeae1c40645095be8"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B4/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B4_007/history.csv",
+      "bytes": 101074,
+      "sha256": "128654b8838c789fa2c6d8c180ffe8ec66e6d5a285c255cd1bf5ad1b3ed81272"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B4/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B4_007/info.json",
+      "bytes": 6645,
+      "sha256": "4415cc28dd1b08caed01d6b1ec58ac5f75a12167436b260fddb505caa623ce22"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B4/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B4_007/test_current.csv",
+      "bytes": 926,
+      "sha256": "cf41b21e200c1dfb31e1fa18584c01ca678757edc28c1e25ebe4fde46dca4261"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B4/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B4_008/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B4_008_current.json",
+      "bytes": 183818,
+      "sha256": "0870cda9c5798294794557ec3f57236af478125a73fd672acb8ac10b801b3c6f"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B4/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B4_008/current.csv",
+      "bytes": 25286,
+      "sha256": "1883c6ba0626aac0442ab7c31491f22149640ede63e878123c5f07a6da4d5cf9"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B4/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B4_008/history.csv",
+      "bytes": 101114,
+      "sha256": "76c7b264f0d79c49d5e0d50ea723fd69b88357ca5e929de114d0001e56bc5c6e"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B4/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B4_008/info.json",
+      "bytes": 6645,
+      "sha256": "4415cc28dd1b08caed01d6b1ec58ac5f75a12167436b260fddb505caa623ce22"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B4/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B4_008/test_current.csv",
+      "bytes": 2910,
+      "sha256": "a16d3a55500348977157b153192330a65b47ffb2cea9a85892b605f51c5f3923"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Diabetes_Dataset_B4/Diabetes_Dataset_B4_001/Diabetes_Dataset_B4_001_current.json",
+      "bytes": 71182,
+      "sha256": "78fae5fb78dfbfc6677b02918e0b31c39df21928e384be625189d7de5778852a"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Diabetes_Dataset_B4/Diabetes_Dataset_B4_001/current.csv",
+      "bytes": 4411,
+      "sha256": "3cce04e3ca179cdadc1eb71097216793cc7ecdbca3b345b8abd455cfa1d35c8f"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Diabetes_Dataset_B4/Diabetes_Dataset_B4_001/history.csv",
+      "bytes": 18662,
+      "sha256": "8efbe11ae9859b48925d7d2cafeab24efba1e10ffad63edf8f8c789925c9bc1e"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Diabetes_Dataset_B4/Diabetes_Dataset_B4_001/info.json",
+      "bytes": 2136,
+      "sha256": "e169768b9faf4694c7985161c65db6f8aee834502637b9aed1ab96211a827cee"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Diabetes_Dataset_B4/Diabetes_Dataset_B4_001/test_current.csv",
+      "bytes": 559,
+      "sha256": "cc9e8653682b96d60291012c781d33b5401ad4f1dd68c939af9d79298257bcf8"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Diabetes_Dataset_B4/Diabetes_Dataset_B4_002/Diabetes_Dataset_B4_002_current.json",
+      "bytes": 71199,
+      "sha256": "f0f8367751bc6b0ea0a46caf0b89408d294e04b4ac03907b3fc866c1f4f809b1"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Diabetes_Dataset_B4/Diabetes_Dataset_B4_002/current.csv",
+      "bytes": 4422,
+      "sha256": "d08741343bbcd27c97be776b38284167d3d5554fc3a1723f0973cf3676008ec5"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Diabetes_Dataset_B4/Diabetes_Dataset_B4_002/history.csv",
+      "bytes": 18651,
+      "sha256": "69f3646a60c3ca0e31185f87ae6003e08180aa0c027df671f5a9b9110a9a6d00"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Diabetes_Dataset_B4/Diabetes_Dataset_B4_002/info.json",
+      "bytes": 2136,
+      "sha256": "e169768b9faf4694c7985161c65db6f8aee834502637b9aed1ab96211a827cee"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Diabetes_Dataset_B4/Diabetes_Dataset_B4_002/test_current.csv",
+      "bytes": 531,
+      "sha256": "0aa5d7631e57a93104747e25b10ef39208f690b4166d221b5c707d74fa5f3b2e"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Diabetes_Dataset_B4/Diabetes_Dataset_B4_003/Diabetes_Dataset_B4_003_current.json",
+      "bytes": 71157,
+      "sha256": "d3ffa509c7580c53d5243a58ad868b90855e42863865260795eb57efc82da41f"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Diabetes_Dataset_B4/Diabetes_Dataset_B4_003/current.csv",
+      "bytes": 4409,
+      "sha256": "f758cfe023836790302ebab98ce7a2ca35e68998cdc4844b6daa553c49e9c164"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Diabetes_Dataset_B4/Diabetes_Dataset_B4_003/history.csv",
+      "bytes": 18664,
+      "sha256": "e32fc1db2f83e3eddab84eb53ed94d9b77f6eca1aa52128d29fe3759b1fb0b0a"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Diabetes_Dataset_B4/Diabetes_Dataset_B4_003/info.json",
+      "bytes": 2136,
+      "sha256": "e169768b9faf4694c7985161c65db6f8aee834502637b9aed1ab96211a827cee"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Diabetes_Dataset_B4/Diabetes_Dataset_B4_003/test_current.csv",
+      "bytes": 554,
+      "sha256": "0c6c19935cfa4e67a2c93c7d633d47740973567371bd484da75c4b3c08b3d4e3"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Diabetes_Dataset_B4/Diabetes_Dataset_B4_004/Diabetes_Dataset_B4_004_current.json",
+      "bytes": 71229,
+      "sha256": "885c2f4b84abad68ffa260db2ac6197dbe3960a7a7e12b30d4b613c68149b184"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Diabetes_Dataset_B4/Diabetes_Dataset_B4_004/current.csv",
+      "bytes": 4435,
+      "sha256": "e8ee1b4eb37e1d36281886e6d27a7f12ba8652f7f015a97a53d24f96f4d18f09"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Diabetes_Dataset_B4/Diabetes_Dataset_B4_004/history.csv",
+      "bytes": 18638,
+      "sha256": "4298d4ec6a2cfd8102f165fe699adc97a2a0496daee353917a35add87fac33a2"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Diabetes_Dataset_B4/Diabetes_Dataset_B4_004/info.json",
+      "bytes": 2136,
+      "sha256": "e169768b9faf4694c7985161c65db6f8aee834502637b9aed1ab96211a827cee"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Diabetes_Dataset_B4/Diabetes_Dataset_B4_004/test_current.csv",
+      "bytes": 543,
+      "sha256": "4d044e977fd342892da9a97ad0970ea93e5beabdfe3667e0a907d96316964026"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Diabetes_Dataset_B4/Diabetes_Dataset_B4_005/Diabetes_Dataset_B4_005_current.json",
+      "bytes": 71393,
+      "sha256": "4b666490b2c22b30a60d29c0cd781f9389d7180abcc2238ff482b31e850cf09d"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Diabetes_Dataset_B4/Diabetes_Dataset_B4_005/current.csv",
+      "bytes": 4401,
+      "sha256": "3d630e73543ee86814eed31d39717c887ab78e8f038e53f3a7bafa2068e3bc2b"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Diabetes_Dataset_B4/Diabetes_Dataset_B4_005/history.csv",
+      "bytes": 18672,
+      "sha256": "e3a061669416a867474096b3c4f09c21db5f9ae1c49e29f7b5590a9cdae003fe"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Diabetes_Dataset_B4/Diabetes_Dataset_B4_005/info.json",
+      "bytes": 2136,
+      "sha256": "e169768b9faf4694c7985161c65db6f8aee834502637b9aed1ab96211a827cee"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Diabetes_Dataset_B4/Diabetes_Dataset_B4_005/test_current.csv",
+      "bytes": 550,
+      "sha256": "1a89ba9710e1a922575cdf227e1c380c22e5e31530aba92a0cc27832796eb7ac"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Diabetes_Dataset_B4/Diabetes_Dataset_B4_006/Diabetes_Dataset_B4_006_current.json",
+      "bytes": 71344,
+      "sha256": "d7cb0464fc186c19c9660ab2f682be512087643d99471ee685d1c44d0a244515"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Diabetes_Dataset_B4/Diabetes_Dataset_B4_006/current.csv",
+      "bytes": 4381,
+      "sha256": "72f3537cb8a0f739ec72195e45623ae1d0f0deb32a6788ecc605fb5fe2431642"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Diabetes_Dataset_B4/Diabetes_Dataset_B4_006/history.csv",
+      "bytes": 18692,
+      "sha256": "c6692324b7da1eef8a0fc470a4db3afd65960c56c59a9e173621d7c2b5792af3"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Diabetes_Dataset_B4/Diabetes_Dataset_B4_006/info.json",
+      "bytes": 2136,
+      "sha256": "e169768b9faf4694c7985161c65db6f8aee834502637b9aed1ab96211a827cee"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Diabetes_Dataset_B4/Diabetes_Dataset_B4_006/test_current.csv",
+      "bytes": 562,
+      "sha256": "455002d951a43bea233cc34ec5d78b11457471310475a523923152e2de43bfad"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Diabetes_Dataset_B4/Diabetes_Dataset_B4_007/Diabetes_Dataset_B4_007_current.json",
+      "bytes": 71415,
+      "sha256": "a36a201e7023183392b4edc4f50ef165985929843e9330d4f3891ce3aae4edde"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Diabetes_Dataset_B4/Diabetes_Dataset_B4_007/current.csv",
+      "bytes": 4425,
+      "sha256": "68bca2f9dbe28d71584b425131e54a2ea60473e42cca078a3d1020d4d14a53f9"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Diabetes_Dataset_B4/Diabetes_Dataset_B4_007/history.csv",
+      "bytes": 18648,
+      "sha256": "0eff6ad00aacc57f62bc52269327a66b1a91c29a461a48d77c85c3da09e7f3a3"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Diabetes_Dataset_B4/Diabetes_Dataset_B4_007/info.json",
+      "bytes": 2136,
+      "sha256": "e169768b9faf4694c7985161c65db6f8aee834502637b9aed1ab96211a827cee"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Diabetes_Dataset_B4/Diabetes_Dataset_B4_007/test_current.csv",
+      "bytes": 532,
+      "sha256": "684c4065edfe760a202693444b3d411fa422c013706b2cd1e8d62dd06d425d97"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Diabetes_Dataset_B4/Diabetes_Dataset_B4_008/Diabetes_Dataset_B4_008_current.json",
+      "bytes": 71386,
+      "sha256": "eea7ae23f4ce4b97058eeade5f9fca11c0b791a228ab9e2fbe22da56354a47b5"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Diabetes_Dataset_B4/Diabetes_Dataset_B4_008/current.csv",
+      "bytes": 4430,
+      "sha256": "51ee46c6f469a56acfd8680267dfeadc28cdc366eb5420a3caf0c23cdfb47636"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Diabetes_Dataset_B4/Diabetes_Dataset_B4_008/history.csv",
+      "bytes": 18643,
+      "sha256": "2e65849afc65ccc4edae0f36a812d1a1c42d8cdb0eb460bc4efcbe9448778729"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Diabetes_Dataset_B4/Diabetes_Dataset_B4_008/info.json",
+      "bytes": 2136,
+      "sha256": "e169768b9faf4694c7985161c65db6f8aee834502637b9aed1ab96211a827cee"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Diabetes_Dataset_B4/Diabetes_Dataset_B4_008/test_current.csv",
+      "bytes": 564,
+      "sha256": "95facdb1f3baae24f92d89a11177fd5a016f149f89ecc6504d7840d7d8d730a9"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Heart_Failure_Prediction_B4/Heart_Failure_Prediction_B4_001/Heart_Failure_Prediction_B4_001_current.json",
+      "bytes": 38189,
+      "sha256": "57b1f59ac27d2b963b14dbbfab3b475fae65d8a7788e2218a12af35014f8f1e2"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Heart_Failure_Prediction_B4/Heart_Failure_Prediction_B4_001/current.csv",
+      "bytes": 2661,
+      "sha256": "f676cc077ba3d8e66e98c9f976bef621451b78790ef4dc462db8077bd653e3f8"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Heart_Failure_Prediction_B4/Heart_Failure_Prediction_B4_001/history.csv",
+      "bytes": 10855,
+      "sha256": "9dc2b2f3313bded7ec87719e9c1158b59fc111e2792ef97fff7fc4206eef6080"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Heart_Failure_Prediction_B4/Heart_Failure_Prediction_B4_001/info.json",
+      "bytes": 2936,
+      "sha256": "61aebcb54fda2f6fdd359fb65216acf7c5dd059900f3e236ff8d823535fce888"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Heart_Failure_Prediction_B4/Heart_Failure_Prediction_B4_001/test_current.csv",
+      "bytes": 818,
+      "sha256": "4ccb912fad3b47d8ceb912b4e4811792489d02efb1955d7543c0e0a04d3089b6"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Heart_Failure_Prediction_B4/Heart_Failure_Prediction_B4_002/Heart_Failure_Prediction_B4_002_current.json",
+      "bytes": 38156,
+      "sha256": "8131c6bffdc5a557c55019c3591da37cbc1990c10be763d89796469b72f2490a"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Heart_Failure_Prediction_B4/Heart_Failure_Prediction_B4_002/current.csv",
+      "bytes": 2642,
+      "sha256": "58c1b1244b5b4d0dc4ffdb5b90f1d6788d0d5b4f632d079135220de49fb97641"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Heart_Failure_Prediction_B4/Heart_Failure_Prediction_B4_002/history.csv",
+      "bytes": 10874,
+      "sha256": "7e5c2f9226588fb7beec0b0ecb38d043ff61793b9ebe11e75828293bdfe1b627"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Heart_Failure_Prediction_B4/Heart_Failure_Prediction_B4_002/info.json",
+      "bytes": 2936,
+      "sha256": "61aebcb54fda2f6fdd359fb65216acf7c5dd059900f3e236ff8d823535fce888"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Heart_Failure_Prediction_B4/Heart_Failure_Prediction_B4_002/test_current.csv",
+      "bytes": 821,
+      "sha256": "6e98f7457ca28a98485ab10a57d376bfd33764b12642714e5dd6e4a21c320b2b"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Heart_Failure_Prediction_B4/Heart_Failure_Prediction_B4_003/Heart_Failure_Prediction_B4_003_current.json",
+      "bytes": 38137,
+      "sha256": "c922b331a835b188cb3fee61ece2d27dbefdfba116cd9696183f348ad82916ff"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Heart_Failure_Prediction_B4/Heart_Failure_Prediction_B4_003/current.csv",
+      "bytes": 2655,
+      "sha256": "a455d9cb43551a6de0d5cfdb607f3a90898136b69fbd0ce74714b067a4993cfe"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Heart_Failure_Prediction_B4/Heart_Failure_Prediction_B4_003/history.csv",
+      "bytes": 10861,
+      "sha256": "f34612e9f48f9376a18f0942e9fe79c39d6281ecebd84ddff97295ce4e928604"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Heart_Failure_Prediction_B4/Heart_Failure_Prediction_B4_003/info.json",
+      "bytes": 2936,
+      "sha256": "61aebcb54fda2f6fdd359fb65216acf7c5dd059900f3e236ff8d823535fce888"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Heart_Failure_Prediction_B4/Heart_Failure_Prediction_B4_003/test_current.csv",
+      "bytes": 816,
+      "sha256": "2a8024a17f7fa6f8b8cc78755fbc14dc534cd5e17a626eb37dec82453335838b"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Heart_Failure_Prediction_B4/Heart_Failure_Prediction_B4_004/Heart_Failure_Prediction_B4_004_current.json",
+      "bytes": 38113,
+      "sha256": "827af42e1696d9c6700bb8af324e6c3243d914f85e60201d08a95d671444293e"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Heart_Failure_Prediction_B4/Heart_Failure_Prediction_B4_004/current.csv",
+      "bytes": 2653,
+      "sha256": "0cc99aba6108bf317203f6929a25cd5e78da9a4e530357392d7f41b73d840cd0"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Heart_Failure_Prediction_B4/Heart_Failure_Prediction_B4_004/history.csv",
+      "bytes": 10863,
+      "sha256": "fa6dc4f1109117fdb0bbe7ae4f25de5bde7626b6ad2fa2b756d0d1537e7a8a3f"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Heart_Failure_Prediction_B4/Heart_Failure_Prediction_B4_004/info.json",
+      "bytes": 2936,
+      "sha256": "61aebcb54fda2f6fdd359fb65216acf7c5dd059900f3e236ff8d823535fce888"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Heart_Failure_Prediction_B4/Heart_Failure_Prediction_B4_004/test_current.csv",
+      "bytes": 821,
+      "sha256": "f6312ff783216438e01dc3d186a13d921d094c7c013a25d655a8768f7ba68ec4"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Heart_Failure_Prediction_B4/Heart_Failure_Prediction_B4_005/Heart_Failure_Prediction_B4_005_current.json",
+      "bytes": 38336,
+      "sha256": "69d79f7f6b0f0ece766460b858e26499189e693526593a74fcd9bea3ed14cdb7"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Heart_Failure_Prediction_B4/Heart_Failure_Prediction_B4_005/current.csv",
+      "bytes": 2656,
+      "sha256": "ebf5a47a2c289e01032879aea112deb6dc45ae604fa53df85f46c5857888ac8f"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Heart_Failure_Prediction_B4/Heart_Failure_Prediction_B4_005/history.csv",
+      "bytes": 10860,
+      "sha256": "334538bf4be6b9092b5f99cf58eaa485b107ef257ca5cbace362ee46e17f2617"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Heart_Failure_Prediction_B4/Heart_Failure_Prediction_B4_005/info.json",
+      "bytes": 2936,
+      "sha256": "61aebcb54fda2f6fdd359fb65216acf7c5dd059900f3e236ff8d823535fce888"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Heart_Failure_Prediction_B4/Heart_Failure_Prediction_B4_005/test_current.csv",
+      "bytes": 820,
+      "sha256": "31d1db48f2f1432e9bcaf78636b3839d43c5d8fdc4d96a5bd33d233401aa522c"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Heart_Failure_Prediction_B4/Heart_Failure_Prediction_B4_006/Heart_Failure_Prediction_B4_006_current.json",
+      "bytes": 38060,
+      "sha256": "93581c4918f3a74fb44a9281ec71433836254c2a7feb3167d26713118bf5583e"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Heart_Failure_Prediction_B4/Heart_Failure_Prediction_B4_006/current.csv",
+      "bytes": 2651,
+      "sha256": "3609445a0a92e18adfcd105f1bd337b8cec076b017ce9507866105febea0ad7d"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Heart_Failure_Prediction_B4/Heart_Failure_Prediction_B4_006/history.csv",
+      "bytes": 10865,
+      "sha256": "32736f4e4aae2f00bd084632dc9e5a7bafe822843ac143aef061f67eb19cc501"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Heart_Failure_Prediction_B4/Heart_Failure_Prediction_B4_006/info.json",
+      "bytes": 2936,
+      "sha256": "61aebcb54fda2f6fdd359fb65216acf7c5dd059900f3e236ff8d823535fce888"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Heart_Failure_Prediction_B4/Heart_Failure_Prediction_B4_006/test_current.csv",
+      "bytes": 375,
+      "sha256": "246532d0f57c35a4ed305868e01328700359d7a32ac478061ff99c2f561b2c7f"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Heart_Failure_Prediction_B4/Heart_Failure_Prediction_B4_007/Heart_Failure_Prediction_B4_007_current.json",
+      "bytes": 38090,
+      "sha256": "c39b17dfd0905e7c20158425cac335e97566d97aef4d59d4fdccd4140c2ce051"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Heart_Failure_Prediction_B4/Heart_Failure_Prediction_B4_007/current.csv",
+      "bytes": 2658,
+      "sha256": "c7fac30da6ec0f7222a7a8fcf88b8ac64846a3fd7ea3d807a8536bb0a0d9083f"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Heart_Failure_Prediction_B4/Heart_Failure_Prediction_B4_007/history.csv",
+      "bytes": 10858,
+      "sha256": "5ab72006bc4ae5736deefa2ea7093205b7187b1085ea04eeab16cd5ecae347e8"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Heart_Failure_Prediction_B4/Heart_Failure_Prediction_B4_007/info.json",
+      "bytes": 2936,
+      "sha256": "61aebcb54fda2f6fdd359fb65216acf7c5dd059900f3e236ff8d823535fce888"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Heart_Failure_Prediction_B4/Heart_Failure_Prediction_B4_007/test_current.csv",
+      "bytes": 245,
+      "sha256": "ca9c38c941e5e7e6f6e086b3af5ee775a80e843ac74ad8c289ae26c3c6ec1751"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Heart_Failure_Prediction_B4/Heart_Failure_Prediction_B4_008/Heart_Failure_Prediction_B4_008_current.json",
+      "bytes": 38324,
+      "sha256": "5dc740e44086bf9d90cf350cbd566f4888586fe5c092e76d27a1199ed30bfc93"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Heart_Failure_Prediction_B4/Heart_Failure_Prediction_B4_008/current.csv",
+      "bytes": 2656,
+      "sha256": "e4ffb57ea66eb0aae2b3e59f10fd4e71376c95034a8028b9a98003e6e71b930f"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Heart_Failure_Prediction_B4/Heart_Failure_Prediction_B4_008/history.csv",
+      "bytes": 10860,
+      "sha256": "290eafff34b417667b5899b616d454c4c405b59d8bdec9923b7e0ad1184ba947"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Heart_Failure_Prediction_B4/Heart_Failure_Prediction_B4_008/info.json",
+      "bytes": 2936,
+      "sha256": "61aebcb54fda2f6fdd359fb65216acf7c5dd059900f3e236ff8d823535fce888"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Heart_Failure_Prediction_B4/Heart_Failure_Prediction_B4_008/test_current.csv",
+      "bytes": 818,
+      "sha256": "aec7d3265680f338b2cfe15da38f52c7c04ee45ed31619d1875e49ad48104fbb"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_001/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_001_current.json",
+      "bytes": 397485,
+      "sha256": "08d86818af2e16c45b8be3d63ddc5142d5c59dec64f89777f9d15da3d3bcaf3d"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_001/current.csv",
+      "bytes": 51890,
+      "sha256": "128e07f59cc8869dc21f3da44b4c3c3902b1996176e261b34e72cbce34dbe5fc"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_001/history.csv",
+      "bytes": 270592772,
+      "sha256": "3c9b02bac584fd919d536725a4b130edcd751b6cdb3f6013d7a3032ecc53a629"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_001/info.json",
+      "bytes": 22338,
+      "sha256": "de4ca4f42ccb98ad732a06271543f498e23e5f0f51dea9ece2b171ffc569fa65"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_001/test_current.csv",
+      "bytes": 6406,
+      "sha256": "25179ac1f831aacfd814b19a8388947696a6f84862d6c032557049abeb388495"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_002/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_002_current.json",
+      "bytes": 397460,
+      "sha256": "3f6c7efa0523666747d361fe99484199f1b501172f7ef40380b5b1891aa31742"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_002/current.csv",
+      "bytes": 51752,
+      "sha256": "62c775841c620241d362dde1c2f0fbfe191b586af0992486cf5c7fcb9e3b9937"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_002/history.csv",
+      "bytes": 270592628,
+      "sha256": "952707f474307bee55636a48ef2b8f9f571d02c244d9bf89572c9611d9872d7d"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_002/info.json",
+      "bytes": 22338,
+      "sha256": "de4ca4f42ccb98ad732a06271543f498e23e5f0f51dea9ece2b171ffc569fa65"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_002/test_current.csv",
+      "bytes": 6916,
+      "sha256": "af59c966f50e5ac6d41b44ae7ce2295ae917fa2f4dadf4ba4c39bd0a35558782"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_003/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_003_current.json",
+      "bytes": 397316,
+      "sha256": "9a1af0a8228ee745abb5ccb521ee7ebd776cf371b9a87aa726bda390ee395b25"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_003/current.csv",
+      "bytes": 51548,
+      "sha256": "d4f82caa613916705460c4108104d9904636aaf9d86b8fb39e1374e431e6ae27"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_003/history.csv",
+      "bytes": 270594961,
+      "sha256": "93a5fa806551d9edca11cbec8aa5ba901f7535aff40bcc7f8c920ad42f5f81e2"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_003/info.json",
+      "bytes": 22338,
+      "sha256": "de4ca4f42ccb98ad732a06271543f498e23e5f0f51dea9ece2b171ffc569fa65"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_003/test_current.csv",
+      "bytes": 6958,
+      "sha256": "2a4b39b3bd0428009c4f1de7f370cc0aaefa597de8ec72a7ad45f9e1edba3e3b"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_004/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_004_current.json",
+      "bytes": 394193,
+      "sha256": "956de6c707a6364f679766ebff6905f7a863d816470d1a0db40cbd08696d1a68"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_004/current.csv",
+      "bytes": 47036,
+      "sha256": "1dda295a137149febdf9c123cfc0b2e1a14d007f52f1d8d8a910c5f2e982beab"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_004/history.csv",
+      "bytes": 270600562,
+      "sha256": "b53f367dbe4a7a9ba4955ba31efd2afc5b76f4668fa5e8406512a2971c28807e"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_004/info.json",
+      "bytes": 22338,
+      "sha256": "de4ca4f42ccb98ad732a06271543f498e23e5f0f51dea9ece2b171ffc569fa65"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_004/test_current.csv",
+      "bytes": 8724,
+      "sha256": "163d0036a79407589cf56061b6e87345b444b6c54bf9908797c3be6dd6c6523a"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_005/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_005_current.json",
+      "bytes": 397767,
+      "sha256": "cf058d3af08168becb02977444459a141490fc22dd2c05ee2667e3fcd1ba2d5b"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_005/current.csv",
+      "bytes": 52112,
+      "sha256": "66253feb93a8ca93de8d22bc2078f1755a7c74ad2fb85d9903d6f47888e38cdb"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_005/history.csv",
+      "bytes": 270592976,
+      "sha256": "4239cc1e06862b79d5f7c765cc88f34859e8f5cae19517395d11178745b47592"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_005/info.json",
+      "bytes": 22338,
+      "sha256": "de4ca4f42ccb98ad732a06271543f498e23e5f0f51dea9ece2b171ffc569fa65"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_005/test_current.csv",
+      "bytes": 6151,
+      "sha256": "45f075bdad9b739bf4b175f6726b031185b3f637270bf2ed5168b3395d9e6853"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_006/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_006_current.json",
+      "bytes": 397444,
+      "sha256": "2fef7e3ae94e94874dc385fc70439b23d1dee010fe38ecf110e7adfdd738f164"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_006/current.csv",
+      "bytes": 51712,
+      "sha256": "181cd207724d1ebd64177a1df7f8cdbfbb79f5dfd54f2651df3c5ea2c042d20e"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_006/history.csv",
+      "bytes": 270591908,
+      "sha256": "cb3ba31d5e18d100aaf9f61a75cebc9d716494aa22c54721bf837b51568fb236"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_006/info.json",
+      "bytes": 22338,
+      "sha256": "de4ca4f42ccb98ad732a06271543f498e23e5f0f51dea9ece2b171ffc569fa65"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_006/test_current.csv",
+      "bytes": 6128,
+      "sha256": "1ffb5b5fe082f7dc451c3fa3f2f16c429af8a10ec958b2794b02f5ebdd92555e"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_007/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_007_current.json",
+      "bytes": 397851,
+      "sha256": "0c9d4b87ed00e60341f3e62d3520e985c9e6730b0288e0d4ea89687ac3c52715"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_007/current.csv",
+      "bytes": 52224,
+      "sha256": "afbd62df12ac45a5771bfe9ffc7497beb64e7a565c3a3776c9d0a51eec1900b4"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_007/history.csv",
+      "bytes": 270594777,
+      "sha256": "909505b745890aff132f888cd7ca00f56ac9807396d019320e105d7446632aed"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_007/info.json",
+      "bytes": 22338,
+      "sha256": "de4ca4f42ccb98ad732a06271543f498e23e5f0f51dea9ece2b171ffc569fa65"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_007/test_current.csv",
+      "bytes": 5728,
+      "sha256": "10010c474abd112a697b0b69bccd49305cfc5258cd5b40e093fa78dfe6bec8e4"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_008/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_008_current.json",
+      "bytes": 397663,
+      "sha256": "64e8a31e80ff2faffe8e80a627690e67ca3bad7b92eee14ae49e67a2a1019384"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_008/current.csv",
+      "bytes": 52020,
+      "sha256": "e2ae9dade504c8b0ce765fc164ad3ddce01f8b183318859ff54d5833523abf58"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_008/history.csv",
+      "bytes": 270592337,
+      "sha256": "d0e42d757043e7fb63758bd65096cb987d6eb13170297d12bfbebc6e2db220d6"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_008/info.json",
+      "bytes": 22338,
+      "sha256": "de4ca4f42ccb98ad732a06271543f498e23e5f0f51dea9ece2b171ffc569fa65"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_008/test_current.csv",
+      "bytes": 6102,
+      "sha256": "88c4b3ad9ffc05ad994b8b5aedc4239923d8d493eb92848dec5656b812469bf0"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_001/Sleep_Health_and_Lifestyle_Dataset_B4_001_current.json",
+      "bytes": 38432,
+      "sha256": "efc65cf297897b5d6218b91a5cfad8792e57efb7e926eb3db4cfa28de30b16e5"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_001/current.csv",
+      "bytes": 4274,
+      "sha256": "93c1b6794614fe961cfde697365a8fece8faac326fb5df0e8da28b4256efba1b"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_001/history.csv",
+      "bytes": 20420,
+      "sha256": "716276280f4701b289f854c4dc18e25bdbf13109170e9004a98ee473a16e6159"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_001/info.json",
+      "bytes": 3624,
+      "sha256": "01e397f6c4a6f4fe37f61224436bce414a4eb90eb050b4d3b1c6ea81b26efb35"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_001/test_current.csv",
+      "bytes": 1182,
+      "sha256": "8247812063e2fd2ae1895716295b1ec788ed7212651164f1d77fe7aeb834db9f"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_002/Sleep_Health_and_Lifestyle_Dataset_B4_002_current.json",
+      "bytes": 38435,
+      "sha256": "c5076193df41bc797eb79a494572a07deb2362142aafe82f641a3508a4d1c689"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_002/current.csv",
+      "bytes": 4254,
+      "sha256": "70815c544acb298ee9890b7170703f7bf04ac9eacb7a06510f9d647e25aae31e"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_002/history.csv",
+      "bytes": 20428,
+      "sha256": "682cc7947d6b0eb40874579a61628022f2c40268bb7de017ba98d392b1944d6e"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_002/info.json",
+      "bytes": 3624,
+      "sha256": "01e397f6c4a6f4fe37f61224436bce414a4eb90eb050b4d3b1c6ea81b26efb35"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_002/test_current.csv",
+      "bytes": 1206,
+      "sha256": "37f586e35eb55b24112d49f0285988c262bb238ad543f12646c6805704ed7f23"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_003/Sleep_Health_and_Lifestyle_Dataset_B4_003_current.json",
+      "bytes": 38443,
+      "sha256": "af5411f47cfa6cd82d0a1956a139553abd4d0ddb7d07eb06090d90bd4aa6211b"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_003/current.csv",
+      "bytes": 4293,
+      "sha256": "ed0bc53255dd19d800cab52f3efe6ef80a6cb52494365228a36a24a834a76920"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_003/history.csv",
+      "bytes": 20401,
+      "sha256": "0905f5f5a77752b0000d8f2bdaf4f6d00f223b41531617856028c485855a6bc1"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_003/info.json",
+      "bytes": 3624,
+      "sha256": "01e397f6c4a6f4fe37f61224436bce414a4eb90eb050b4d3b1c6ea81b26efb35"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_003/test_current.csv",
+      "bytes": 1191,
+      "sha256": "fd55850384b69cb5760014884883c4dc918f226f2ed1800bc4f653e738837f26"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_004/Sleep_Health_and_Lifestyle_Dataset_B4_004_current.json",
+      "bytes": 38475,
+      "sha256": "b1a47aedffa32c067d3baa9749772bf945a693bea0d94ce179b5330518baa2ee"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_004/current.csv",
+      "bytes": 4348,
+      "sha256": "143844ea2d1b00e67eaf86f94fda074fa5b1d6278d07298f87e05e562bd9997d"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_004/history.csv",
+      "bytes": 20361,
+      "sha256": "e5307997639437524457a43bda8f0d818961d085658f5848d5596e1471f37e70"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_004/info.json",
+      "bytes": 3624,
+      "sha256": "01e397f6c4a6f4fe37f61224436bce414a4eb90eb050b4d3b1c6ea81b26efb35"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_004/test_current.csv",
+      "bytes": 1208,
+      "sha256": "d4970e94d3c23d94655f3c55296629cd1562eacbd0ec99db0fcaf16480d70541"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_005/Sleep_Health_and_Lifestyle_Dataset_B4_005_current.json",
+      "bytes": 38415,
+      "sha256": "57e40eac2a2b4c0ef844bf7434aaa52a1b748e2f944eefa011be030ab47f31c5"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_005/current.csv",
+      "bytes": 4188,
+      "sha256": "1ccdde3b46dc2d6b57f50da4d9dda5fe8c80c0e771355813d10127aae068931f"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_005/history.csv",
+      "bytes": 20491,
+      "sha256": "a12e6955ab2f3b6b6b17d6311ee88558cc87622e1319cad941fc4886ca9f2c38"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_005/info.json",
+      "bytes": 3624,
+      "sha256": "01e397f6c4a6f4fe37f61224436bce414a4eb90eb050b4d3b1c6ea81b26efb35"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_005/test_current.csv",
+      "bytes": 903,
+      "sha256": "23b3bf24bdbe337fa70a6e87d1267134611d002534f2937631c310a0c3d911e3"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_006/Sleep_Health_and_Lifestyle_Dataset_B4_006_current.json",
+      "bytes": 38619,
+      "sha256": "8c9de512d6b93a1f93c8c011cef359208f66e9ba44e4335f3cd5f1b8f87d7de6"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_006/current.csv",
+      "bytes": 4300,
+      "sha256": "d14a8f0632cf790f56913344b560579642b2649635beba0cf6d4856719e5013a"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_006/history.csv",
+      "bytes": 20412,
+      "sha256": "118e3e26f06b195df78b6877a6a7efa8d0431a8b4920e5a77af3e9c85ebf8c59"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_006/info.json",
+      "bytes": 3624,
+      "sha256": "01e397f6c4a6f4fe37f61224436bce414a4eb90eb050b4d3b1c6ea81b26efb35"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_006/test_current.csv",
+      "bytes": 1206,
+      "sha256": "d3716c960ab4753701a0ec4bf521972ab77580c09dddb454a1c5d047eea5a34d"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_007/Sleep_Health_and_Lifestyle_Dataset_B4_007_current.json",
+      "bytes": 38577,
+      "sha256": "22eb0a32437842ac82b8521748fd0c7bcb956eb43bba7921a7cff1a054d748db"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_007/current.csv",
+      "bytes": 4319,
+      "sha256": "aa676328fedc8e9fd61d23ed7e4b522365ed4250e29ef02ca5737e7715e485fb"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_007/history.csv",
+      "bytes": 20381,
+      "sha256": "d1e5713b4077df24626735023ebb2b18b90b8169b32588030ce01b2fb7ab26cd"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_007/info.json",
+      "bytes": 3624,
+      "sha256": "01e397f6c4a6f4fe37f61224436bce414a4eb90eb050b4d3b1c6ea81b26efb35"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_007/test_current.csv",
+      "bytes": 1208,
+      "sha256": "5f561489ec5ca064d57d92d1cee4b7db3ff1ea072395d0466c0ae4483634ca04"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_008/Sleep_Health_and_Lifestyle_Dataset_B4_008_current.json",
+      "bytes": 38620,
+      "sha256": "537e00dd05a78642085a894c4d794751b08136e942831ecbce511979386e7f4f"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_008/current.csv",
+      "bytes": 4323,
+      "sha256": "637aec135805654bd1f61592f94266d4d6a07dc715532c595d55640305a4aa00"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_008/history.csv",
+      "bytes": 20398,
+      "sha256": "f5cb48096e2be50cbbc5061da8517f8c2f7b16ca3a39aa0c056bdf0e5472af69"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_008/info.json",
+      "bytes": 3624,
+      "sha256": "01e397f6c4a6f4fe37f61224436bce414a4eb90eb050b4d3b1c6ea81b26efb35"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_008/test_current.csv",
+      "bytes": 1176,
+      "sha256": "2cf9b037f58343de7533119f13198bc9f934ce58cdfd08e471f0ff9ab4dbca53"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Stroke_Prediction_Dataset_B4/Stroke_Prediction_Dataset_B4_001/Stroke_Prediction_Dataset_B4_001_current.json",
+      "bytes": 121272,
+      "sha256": "a9f1c2a529f97d768cea12c3bd8daf75c2731639bcee23e16ae345f2b944f338"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Stroke_Prediction_Dataset_B4/Stroke_Prediction_Dataset_B4_001/current.csv",
+      "bytes": 12545,
+      "sha256": "cd08296a0bd660e20b1043ecc6ab31124000d4e641e0f76a092a2f516d6e16a0"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Stroke_Prediction_Dataset_B4/Stroke_Prediction_Dataset_B4_001/history.csv",
+      "bytes": 314622,
+      "sha256": "872b0025831acc5abcd40da4a1de49b0cbd6a722bd3887b1a28d226638564e4d"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Stroke_Prediction_Dataset_B4/Stroke_Prediction_Dataset_B4_001/info.json",
+      "bytes": 2845,
+      "sha256": "08d71342a2cdefae6ec9a9fd694d08cb23c1f650529656503345770711a26561"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Stroke_Prediction_Dataset_B4/Stroke_Prediction_Dataset_B4_001/test_current.csv",
+      "bytes": 1095,
+      "sha256": "f5609b76576da09cb406be41e570dd94616f929bab8fa1aa3bac188e40e55baa"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Stroke_Prediction_Dataset_B4/Stroke_Prediction_Dataset_B4_002/Stroke_Prediction_Dataset_B4_002_current.json",
+      "bytes": 121415,
+      "sha256": "2595910355a54331eacd8a4309119e108863e4a36a790e6aec5a53fb93580db8"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Stroke_Prediction_Dataset_B4/Stroke_Prediction_Dataset_B4_002/current.csv",
+      "bytes": 12624,
+      "sha256": "a8d7c42958d57770665c3144a7255791c05eb3ca87b15f5c235fae40ed1970f4"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Stroke_Prediction_Dataset_B4/Stroke_Prediction_Dataset_B4_002/history.csv",
+      "bytes": 314543,
+      "sha256": "73017cbfa3bd38348844c58fcbfd83e7c702c6e13708fbb996c01c7290d72727"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Stroke_Prediction_Dataset_B4/Stroke_Prediction_Dataset_B4_002/info.json",
+      "bytes": 2845,
+      "sha256": "08d71342a2cdefae6ec9a9fd694d08cb23c1f650529656503345770711a26561"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Stroke_Prediction_Dataset_B4/Stroke_Prediction_Dataset_B4_002/test_current.csv",
+      "bytes": 1038,
+      "sha256": "5c17444f2befa808f570766a7083e984361e62d6bbabe9ae393e4c1fcb0d196f"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Stroke_Prediction_Dataset_B4/Stroke_Prediction_Dataset_B4_003/Stroke_Prediction_Dataset_B4_003_current.json",
+      "bytes": 121241,
+      "sha256": "ee63314506a15c2e77ba6c658be2a4732613f32db62551c3f5e651264de174fc"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Stroke_Prediction_Dataset_B4/Stroke_Prediction_Dataset_B4_003/current.csv",
+      "bytes": 12571,
+      "sha256": "dcdc8274ba48b1c8d05c338ddbb1654a07f6571a7da7c4e38c2c0cb3931d02b2"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Stroke_Prediction_Dataset_B4/Stroke_Prediction_Dataset_B4_003/history.csv",
+      "bytes": 314596,
+      "sha256": "6394a600e5d6dac75201a43e197ee5343d3e94231c1398e0964b2fe44d7654fa"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Stroke_Prediction_Dataset_B4/Stroke_Prediction_Dataset_B4_003/info.json",
+      "bytes": 2845,
+      "sha256": "08d71342a2cdefae6ec9a9fd694d08cb23c1f650529656503345770711a26561"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Stroke_Prediction_Dataset_B4/Stroke_Prediction_Dataset_B4_003/test_current.csv",
+      "bytes": 1101,
+      "sha256": "c6895f1cd24f800e5841fad3c6ffa83866d38b616746f4ffc86def6aa98751e7"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Stroke_Prediction_Dataset_B4/Stroke_Prediction_Dataset_B4_004/Stroke_Prediction_Dataset_B4_004_current.json",
+      "bytes": 121477,
+      "sha256": "705902f5d8cf1cf82443e40bf750da5ebd97cfe0f8a7b952c61c6aaac09a614a"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Stroke_Prediction_Dataset_B4/Stroke_Prediction_Dataset_B4_004/current.csv",
+      "bytes": 12719,
+      "sha256": "b60b205fe8a967ce312cd0e9409b23844be2d8217ec28cfa5e6c3aabb674d74a"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Stroke_Prediction_Dataset_B4/Stroke_Prediction_Dataset_B4_004/history.csv",
+      "bytes": 314448,
+      "sha256": "15f1223b510d637dad1fe13f1040ce3682f740717f784314b04cd5506801382e"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Stroke_Prediction_Dataset_B4/Stroke_Prediction_Dataset_B4_004/info.json",
+      "bytes": 2845,
+      "sha256": "08d71342a2cdefae6ec9a9fd694d08cb23c1f650529656503345770711a26561"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Stroke_Prediction_Dataset_B4/Stroke_Prediction_Dataset_B4_004/test_current.csv",
+      "bytes": 1078,
+      "sha256": "0c41104d7c4d430e17713f48d637ba44621a8eb31d665a21a896c694571e2fd4"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Stroke_Prediction_Dataset_B4/Stroke_Prediction_Dataset_B4_005/Stroke_Prediction_Dataset_B4_005_current.json",
+      "bytes": 121329,
+      "sha256": "a3b918ec36141a3aeeb4c23fba295768d77855a9b8a486048915c526c5e1f64f"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Stroke_Prediction_Dataset_B4/Stroke_Prediction_Dataset_B4_005/current.csv",
+      "bytes": 12493,
+      "sha256": "b222490fb4ab0ba7db5c906bdda27702b4779a33145aaae2d8cc4996d24c3224"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Stroke_Prediction_Dataset_B4/Stroke_Prediction_Dataset_B4_005/history.csv",
+      "bytes": 314674,
+      "sha256": "7e350be419d84e0b575c10d27dc5979552aa4c7303a3dd666091726e74e3ca85"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Stroke_Prediction_Dataset_B4/Stroke_Prediction_Dataset_B4_005/info.json",
+      "bytes": 2845,
+      "sha256": "08d71342a2cdefae6ec9a9fd694d08cb23c1f650529656503345770711a26561"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Stroke_Prediction_Dataset_B4/Stroke_Prediction_Dataset_B4_005/test_current.csv",
+      "bytes": 1073,
+      "sha256": "e83e1d25a787c4930841b6a3f88ac2f6c2b1c3d69c7487ef4796173f39029abf"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Stroke_Prediction_Dataset_B4/Stroke_Prediction_Dataset_B4_006/Stroke_Prediction_Dataset_B4_006_current.json",
+      "bytes": 121406,
+      "sha256": "f99a7a473224f521d9a294c5a9aeb7760c3be4256ab0d2a6451fb525cd850345"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Stroke_Prediction_Dataset_B4/Stroke_Prediction_Dataset_B4_006/current.csv",
+      "bytes": 12565,
+      "sha256": "cc4eabfc992892dab8148a3bbfff935dac46511796e4a255b9cfb8eb958f1c2c"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Stroke_Prediction_Dataset_B4/Stroke_Prediction_Dataset_B4_006/history.csv",
+      "bytes": 314602,
+      "sha256": "aff19bd9e1e11e7c9a3a8b075eb0917aacba040d51cb38764ac9f9124cb10464"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Stroke_Prediction_Dataset_B4/Stroke_Prediction_Dataset_B4_006/info.json",
+      "bytes": 2845,
+      "sha256": "08d71342a2cdefae6ec9a9fd694d08cb23c1f650529656503345770711a26561"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Stroke_Prediction_Dataset_B4/Stroke_Prediction_Dataset_B4_006/test_current.csv",
+      "bytes": 1076,
+      "sha256": "c4b9f14c9e2a88a15b471f25ead99abc08f16c2bfe43343d9d2d05b9725f8f20"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Stroke_Prediction_Dataset_B4/Stroke_Prediction_Dataset_B4_007/Stroke_Prediction_Dataset_B4_007_current.json",
+      "bytes": 121327,
+      "sha256": "fd41cea1e6e9155c21bebc1b08f239aa329a8f89f8218dad6da451811fd1f5cd"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Stroke_Prediction_Dataset_B4/Stroke_Prediction_Dataset_B4_007/current.csv",
+      "bytes": 12520,
+      "sha256": "94ed77f46f78703e627aefb08a274b8b9c6e900d812977d2cb99b5cd9ad13a10"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Stroke_Prediction_Dataset_B4/Stroke_Prediction_Dataset_B4_007/history.csv",
+      "bytes": 314647,
+      "sha256": "df3f0d812bd92d829031655970e757fd01e09a21d68eeb320a98466dff82b476"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Stroke_Prediction_Dataset_B4/Stroke_Prediction_Dataset_B4_007/info.json",
+      "bytes": 2845,
+      "sha256": "08d71342a2cdefae6ec9a9fd694d08cb23c1f650529656503345770711a26561"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Stroke_Prediction_Dataset_B4/Stroke_Prediction_Dataset_B4_007/test_current.csv",
+      "bytes": 1066,
+      "sha256": "a1aee70224200ad3e14b57809db552333ff61a9461818f77f7ae68afc9dd7740"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Stroke_Prediction_Dataset_B4/Stroke_Prediction_Dataset_B4_008/Stroke_Prediction_Dataset_B4_008_current.json",
+      "bytes": 121381,
+      "sha256": "b3aff2f2693200479f98cf1dab471d4b78b726900804a7441fad0fb782d36b4b"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Stroke_Prediction_Dataset_B4/Stroke_Prediction_Dataset_B4_008/current.csv",
+      "bytes": 12570,
+      "sha256": "a6b827f245c1a9480e60b491173f49c6c07ee9199aa2f05268f36f61c77d013c"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Stroke_Prediction_Dataset_B4/Stroke_Prediction_Dataset_B4_008/history.csv",
+      "bytes": 314597,
+      "sha256": "d6acd257193e93af6782a28c53b364c8142a008b6792f10f53d4001e20adf151"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Stroke_Prediction_Dataset_B4/Stroke_Prediction_Dataset_B4_008/info.json",
+      "bytes": 2845,
+      "sha256": "08d71342a2cdefae6ec9a9fd694d08cb23c1f650529656503345770711a26561"
+    },
+    {
+      "path": "ranking_and_filtering/medical/classification/Stroke_Prediction_Dataset_B4/Stroke_Prediction_Dataset_B4_008/test_current.csv",
+      "bytes": 1146,
+      "sha256": "0fb92d5284e6ad64c9310d9b20d5f893f0116f5346458e46bc09822f773d865f"
+    },
+    {
+      "path": "ranking_and_filtering/medical/regression/Medical_Cost_Personal_Datasets_B4/Medical_Cost_Personal_Datasets_B4_001/Medical_Cost_Personal_Datasets_B4_001_current.json",
+      "bytes": 75309,
+      "sha256": "a2a96da566649ef0ce1e5e4fbc8b9075874e5b0cf0c66252011c3889f5127a69"
+    },
+    {
+      "path": "ranking_and_filtering/medical/regression/Medical_Cost_Personal_Datasets_B4/Medical_Cost_Personal_Datasets_B4_001/current.csv",
+      "bytes": 6045,
+      "sha256": "f618188f8c83d96ff5ea7f6eef2e680e11c89e0643f6398b3d256d0b9551bf6d"
+    },
+    {
+      "path": "ranking_and_filtering/medical/regression/Medical_Cost_Personal_Datasets_B4/Medical_Cost_Personal_Datasets_B4_001/history.csv",
+      "bytes": 46263,
+      "sha256": "f31d2239335d61d4381c8198781776bca7b27ec4a80bc2902e17cca622f60ed7"
+    },
+    {
+      "path": "ranking_and_filtering/medical/regression/Medical_Cost_Personal_Datasets_B4/Medical_Cost_Personal_Datasets_B4_001/info.json",
+      "bytes": 2061,
+      "sha256": "0a2e0c040c2301649e50b49b7c070e446deece7d8ade14debc455f0678eb1f74"
+    },
+    {
+      "path": "ranking_and_filtering/medical/regression/Medical_Cost_Personal_Datasets_B4/Medical_Cost_Personal_Datasets_B4_001/test_current.csv",
+      "bytes": 234,
+      "sha256": "fc4f4341a160cddb6a909a5d84f17c6b43aa1d5c2f43d08db38ba5e237ddeea6"
+    },
+    {
+      "path": "ranking_and_filtering/medical/regression/Medical_Cost_Personal_Datasets_B4/Medical_Cost_Personal_Datasets_B4_002/Medical_Cost_Personal_Datasets_B4_002_current.json",
+      "bytes": 75270,
+      "sha256": "d356c9d85ac69d20152bb097db8d0e6b07a27ad8a8a65f88a13771800ed1deb4"
+    },
+    {
+      "path": "ranking_and_filtering/medical/regression/Medical_Cost_Personal_Datasets_B4/Medical_Cost_Personal_Datasets_B4_002/current.csv",
+      "bytes": 6075,
+      "sha256": "0f1e46029ad164bf6b5f622d9ac0cc4c8b2bb1ecae0c27a145b9c145793e23bd"
+    },
+    {
+      "path": "ranking_and_filtering/medical/regression/Medical_Cost_Personal_Datasets_B4/Medical_Cost_Personal_Datasets_B4_002/history.csv",
+      "bytes": 46225,
+      "sha256": "20eb8028c092b43e1bd03101d6cd5b3b832366ba10262d79dbcd7499347f74a0"
+    },
+    {
+      "path": "ranking_and_filtering/medical/regression/Medical_Cost_Personal_Datasets_B4/Medical_Cost_Personal_Datasets_B4_002/info.json",
+      "bytes": 2061,
+      "sha256": "0a2e0c040c2301649e50b49b7c070e446deece7d8ade14debc455f0678eb1f74"
+    },
+    {
+      "path": "ranking_and_filtering/medical/regression/Medical_Cost_Personal_Datasets_B4/Medical_Cost_Personal_Datasets_B4_002/test_current.csv",
+      "bytes": 172,
+      "sha256": "d1af38cce405320f1136d50c476b3bb075cf4454c1f3f1f33f838432b325c5b9"
+    },
+    {
+      "path": "ranking_and_filtering/medical/regression/Medical_Cost_Personal_Datasets_B4/Medical_Cost_Personal_Datasets_B4_003/Medical_Cost_Personal_Datasets_B4_003_current.json",
+      "bytes": 75400,
+      "sha256": "9f387c634eb33232e7c74a4390c2832069edaacea1b1e2219aed9f07cee9cd8d"
+    },
+    {
+      "path": "ranking_and_filtering/medical/regression/Medical_Cost_Personal_Datasets_B4/Medical_Cost_Personal_Datasets_B4_003/current.csv",
+      "bytes": 6064,
+      "sha256": "8f8ec6a3f20da72e86d31bc231016cfc117575b29eec34d433468e9ed3af1ef6"
+    },
+    {
+      "path": "ranking_and_filtering/medical/regression/Medical_Cost_Personal_Datasets_B4/Medical_Cost_Personal_Datasets_B4_003/history.csv",
+      "bytes": 46253,
+      "sha256": "ee14913f97bd521aa8e3b6f3493a8e54684b4cf4a5f9737cceb0be9dcd7c5709"
+    },
+    {
+      "path": "ranking_and_filtering/medical/regression/Medical_Cost_Personal_Datasets_B4/Medical_Cost_Personal_Datasets_B4_003/info.json",
+      "bytes": 2061,
+      "sha256": "0a2e0c040c2301649e50b49b7c070e446deece7d8ade14debc455f0678eb1f74"
+    },
+    {
+      "path": "ranking_and_filtering/medical/regression/Medical_Cost_Personal_Datasets_B4/Medical_Cost_Personal_Datasets_B4_003/test_current.csv",
+      "bytes": 355,
+      "sha256": "87fb29826184277574dd570ba846a8f9faf2074c062ff701b97cb484ec0deb5c"
+    },
+    {
+      "path": "ranking_and_filtering/medical/regression/Medical_Cost_Personal_Datasets_B4/Medical_Cost_Personal_Datasets_B4_004/Medical_Cost_Personal_Datasets_B4_004_current.json",
+      "bytes": 75095,
+      "sha256": "64d55e8a5ff0adca39c6c604c367fb56bdd205a69bf3a22c9407789f1c169216"
+    },
+    {
+      "path": "ranking_and_filtering/medical/regression/Medical_Cost_Personal_Datasets_B4/Medical_Cost_Personal_Datasets_B4_004/current.csv",
+      "bytes": 6041,
+      "sha256": "cb3fcbb694ad1195856a23b4ff2fd5a25f3975e4c3e71cbcd20e92899237560a"
+    },
+    {
+      "path": "ranking_and_filtering/medical/regression/Medical_Cost_Personal_Datasets_B4/Medical_Cost_Personal_Datasets_B4_004/history.csv",
+      "bytes": 46220,
+      "sha256": "7ed6ceac297a2c7ac3192331ea097ceecd92471b13f5ba1172bf9812483cfbf5"
+    },
+    {
+      "path": "ranking_and_filtering/medical/regression/Medical_Cost_Personal_Datasets_B4/Medical_Cost_Personal_Datasets_B4_004/info.json",
+      "bytes": 2061,
+      "sha256": "0a2e0c040c2301649e50b49b7c070e446deece7d8ade14debc455f0678eb1f74"
+    },
+    {
+      "path": "ranking_and_filtering/medical/regression/Medical_Cost_Personal_Datasets_B4/Medical_Cost_Personal_Datasets_B4_004/test_current.csv",
+      "bytes": 546,
+      "sha256": "421558028f213edf04ae970f38cc6003287a49d8743fbcbc5ff9ef969e50f8fd"
+    },
+    {
+      "path": "ranking_and_filtering/medical/regression/Medical_Cost_Personal_Datasets_B4/Medical_Cost_Personal_Datasets_B4_005/Medical_Cost_Personal_Datasets_B4_005_current.json",
+      "bytes": 75646,
+      "sha256": "a15ccc5c10b61e45d8fd38e7a652676d8a6ae8580df83ca5a7819ce02d3af05e"
+    },
+    {
+      "path": "ranking_and_filtering/medical/regression/Medical_Cost_Personal_Datasets_B4/Medical_Cost_Personal_Datasets_B4_005/current.csv",
+      "bytes": 6028,
+      "sha256": "3991e60752987778ee5a18cc8539c89706a6e152effb9f21b7daae4695563f83"
+    },
+    {
+      "path": "ranking_and_filtering/medical/regression/Medical_Cost_Personal_Datasets_B4/Medical_Cost_Personal_Datasets_B4_005/history.csv",
+      "bytes": 46303,
+      "sha256": "c2e29fecf2a083830c6d7d7ed58622f3da4d0ec21b10ecd24a642c1abefd8a97"
+    },
+    {
+      "path": "ranking_and_filtering/medical/regression/Medical_Cost_Personal_Datasets_B4/Medical_Cost_Personal_Datasets_B4_005/info.json",
+      "bytes": 2061,
+      "sha256": "0a2e0c040c2301649e50b49b7c070e446deece7d8ade14debc455f0678eb1f74"
+    },
+    {
+      "path": "ranking_and_filtering/medical/regression/Medical_Cost_Personal_Datasets_B4/Medical_Cost_Personal_Datasets_B4_005/test_current.csv",
+      "bytes": 460,
+      "sha256": "65c1e6b9a0df9c98e41e2517e543a0fab8f81a3d70da578b4a9883e3a479e948"
+    },
+    {
+      "path": "ranking_and_filtering/medical/regression/Medical_Cost_Personal_Datasets_B4/Medical_Cost_Personal_Datasets_B4_006/Medical_Cost_Personal_Datasets_B4_006_current.json",
+      "bytes": 75581,
+      "sha256": "a7fedae4b9a313c8761e56cfc33371ce7b81ff8f30081e36c1017056e61bc1b3"
+    },
+    {
+      "path": "ranking_and_filtering/medical/regression/Medical_Cost_Personal_Datasets_B4/Medical_Cost_Personal_Datasets_B4_006/current.csv",
+      "bytes": 6072,
+      "sha256": "c19545a5c033f462155f262d83cf75a04b703e1332a2fc00b553aa2a3b368991"
+    },
+    {
+      "path": "ranking_and_filtering/medical/regression/Medical_Cost_Personal_Datasets_B4/Medical_Cost_Personal_Datasets_B4_006/history.csv",
+      "bytes": 46237,
+      "sha256": "4107a033cf9cd68ca0fc5a04aaf9ba7fa1a1c997f20f94b1bc16cb83cf8d3796"
+    },
+    {
+      "path": "ranking_and_filtering/medical/regression/Medical_Cost_Personal_Datasets_B4/Medical_Cost_Personal_Datasets_B4_006/info.json",
+      "bytes": 2061,
+      "sha256": "0a2e0c040c2301649e50b49b7c070e446deece7d8ade14debc455f0678eb1f74"
+    },
+    {
+      "path": "ranking_and_filtering/medical/regression/Medical_Cost_Personal_Datasets_B4/Medical_Cost_Personal_Datasets_B4_006/test_current.csv",
+      "bytes": 367,
+      "sha256": "4a19cc15f8d8edb20e3443d621ab056fcd7a83a5c67ed7993fd6be0b1890f58e"
+    },
+    {
+      "path": "ranking_and_filtering/medical/regression/Medical_Cost_Personal_Datasets_B4/Medical_Cost_Personal_Datasets_B4_007/Medical_Cost_Personal_Datasets_B4_007_current.json",
+      "bytes": 75782,
+      "sha256": "f2ae0dc5d93854430e2dcc405e0cb3dd579651acc90392d8752b578ace7c3599"
+    },
+    {
+      "path": "ranking_and_filtering/medical/regression/Medical_Cost_Personal_Datasets_B4/Medical_Cost_Personal_Datasets_B4_007/current.csv",
+      "bytes": 6074,
+      "sha256": "93ed951e017ee1d11f42f99f71b7f990cb6a9aca1727e8ff343211205cb7bffa"
+    },
+    {
+      "path": "ranking_and_filtering/medical/regression/Medical_Cost_Personal_Datasets_B4/Medical_Cost_Personal_Datasets_B4_007/history.csv",
+      "bytes": 46237,
+      "sha256": "6eac5541567147562c9b50e8359fbe9404557d004b44a6435bead81aba9d287f"
+    },
+    {
+      "path": "ranking_and_filtering/medical/regression/Medical_Cost_Personal_Datasets_B4/Medical_Cost_Personal_Datasets_B4_007/info.json",
+      "bytes": 2061,
+      "sha256": "0a2e0c040c2301649e50b49b7c070e446deece7d8ade14debc455f0678eb1f74"
+    },
+    {
+      "path": "ranking_and_filtering/medical/regression/Medical_Cost_Personal_Datasets_B4/Medical_Cost_Personal_Datasets_B4_007/test_current.csv",
+      "bytes": 633,
+      "sha256": "554f2d88cd7090172540d1741d107811bbcefa9315b83bb06fd9431cb9e86ebf"
+    },
+    {
+      "path": "ranking_and_filtering/medical/regression/Medical_Cost_Personal_Datasets_B4/Medical_Cost_Personal_Datasets_B4_008/Medical_Cost_Personal_Datasets_B4_008_current.json",
+      "bytes": 75553,
+      "sha256": "0ce6abee43d3b0d340a54b602b0ddce354d630f130f3b90ee15081308586e618"
+    },
+    {
+      "path": "ranking_and_filtering/medical/regression/Medical_Cost_Personal_Datasets_B4/Medical_Cost_Personal_Datasets_B4_008/current.csv",
+      "bytes": 6054,
+      "sha256": "b22934daceada25344142b0510a95dcaf1db340c8cc3e967e710b0f8875e8d90"
+    },
+    {
+      "path": "ranking_and_filtering/medical/regression/Medical_Cost_Personal_Datasets_B4/Medical_Cost_Personal_Datasets_B4_008/history.csv",
+      "bytes": 46139,
+      "sha256": "63d4727dc746f96bf49b2e8dd423348f058608a4f6bde258aaca806be4ce9000"
+    },
+    {
+      "path": "ranking_and_filtering/medical/regression/Medical_Cost_Personal_Datasets_B4/Medical_Cost_Personal_Datasets_B4_008/info.json",
+      "bytes": 2061,
+      "sha256": "0a2e0c040c2301649e50b49b7c070e446deece7d8ade14debc455f0678eb1f74"
+    },
+    {
+      "path": "ranking_and_filtering/medical/regression/Medical_Cost_Personal_Datasets_B4/Medical_Cost_Personal_Datasets_B4_008/test_current.csv",
+      "bytes": 334,
+      "sha256": "81208ef1a6ee89fe38ec02063bac71d07180e76c95df29f7f7a62bbd2f3f5238"
+    },
+    {
+      "path": "single_point_prediction/daily/100000_UK_Used_Car_Data_set_B1/100000_UK_Used_Car_Data_set_B1_001.json",
+      "bytes": 1215,
+      "sha256": "459bd476c5c906945959d0da034cbce9fa5da3a8f4b330b76b82287a0cf9e03d"
+    },
+    {
+      "path": "single_point_prediction/daily/100000_UK_Used_Car_Data_set_B1/100000_UK_Used_Car_Data_set_B1_002.json",
+      "bytes": 1212,
+      "sha256": "11f4715099ee333c0430104ec697792be2ea14b26dab8665470d72c147c023cf"
+    },
+    {
+      "path": "single_point_prediction/daily/100000_UK_Used_Car_Data_set_B1/100000_UK_Used_Car_Data_set_B1_003.json",
+      "bytes": 1144,
+      "sha256": "ad2e6f2d55f8bad06494f0e2f12ce5969b45109a11a5bd28e1ed9aa3bf187cac"
+    },
+    {
+      "path": "single_point_prediction/daily/100000_UK_Used_Car_Data_set_B1/100000_UK_Used_Car_Data_set_B1_004.json",
+      "bytes": 1254,
+      "sha256": "aa504f6076ce4fd770091162e5c53cb46d4b48d5dc5dfa9d7060e4709b6e0bd1"
+    },
+    {
+      "path": "single_point_prediction/daily/100000_UK_Used_Car_Data_set_B1/100000_UK_Used_Car_Data_set_B1_005.json",
+      "bytes": 1322,
+      "sha256": "15345dc242fa47609dc12448eee7242f937988f8b39b437c146ac84f761f78ea"
+    },
+    {
+      "path": "single_point_prediction/daily/100000_UK_Used_Car_Data_set_B1/100000_UK_Used_Car_Data_set_B1_006.json",
+      "bytes": 1264,
+      "sha256": "c2c7e63e951179e7f5048dd1cc07103213ba38c93715f830d4554044f1dba830"
+    },
+    {
+      "path": "single_point_prediction/daily/100000_UK_Used_Car_Data_set_B1/100000_UK_Used_Car_Data_set_B1_007.json",
+      "bytes": 1253,
+      "sha256": "dbb111c3b4a2a53f98ae8fe80e506e24466749d85a13edb3b484a03f05f2f59d"
+    },
+    {
+      "path": "single_point_prediction/daily/100000_UK_Used_Car_Data_set_B1/100000_UK_Used_Car_Data_set_B1_008.json",
+      "bytes": 1293,
+      "sha256": "b9eab50fdf4c3d7cae4d443a7fb971c3db92e9b8ccb0b1fac6f921f9d6c84808"
+    },
+    {
+      "path": "single_point_prediction/daily/100000_UK_Used_Car_Data_set_B1/history.csv",
+      "bytes": 6504453,
+      "sha256": "91674fbb06b3dbe1a3869ab9151077061c854893a7956480a8060db23933a6f6"
+    },
+    {
+      "path": "single_point_prediction/daily/100000_UK_Used_Car_Data_set_B1/info.json",
+      "bytes": 8945,
+      "sha256": "527259b7068bdcff421345269e82b21a927562cabaa24354ba7b5c2a77302f10"
+    },
+    {
+      "path": "single_point_prediction/daily/100000_UK_Used_Car_Data_set_B1/info_mod.json",
+      "bytes": 4743,
+      "sha256": "8505c0cef41c794e364512e349af6440a7639cc3811ef5984611f0f61406cedd"
+    },
+    {
+      "path": "single_point_prediction/daily/Apple_Quality_B1/Apple_Quality_B1_001.json",
+      "bytes": 1217,
+      "sha256": "04da8a2ab67dd28e6ae626be28df14f1143ae3d12dcde9362c98cb97db7ed616"
+    },
+    {
+      "path": "single_point_prediction/daily/Apple_Quality_B1/Apple_Quality_B1_002.json",
+      "bytes": 1251,
+      "sha256": "527aa88b0b929d41a4d4db594930941e87a6eec544717d0b8f4d3f72ff2500c4"
+    },
+    {
+      "path": "single_point_prediction/daily/Apple_Quality_B1/Apple_Quality_B1_003.json",
+      "bytes": 1287,
+      "sha256": "30afb802257b9670b1f72d4960cf368f1f481280ba1d7661b808bcb709af7c50"
+    },
+    {
+      "path": "single_point_prediction/daily/Apple_Quality_B1/Apple_Quality_B1_004.json",
+      "bytes": 1192,
+      "sha256": "a4c4b0bb5af7a5175b4f23145177a329bb65e9b487f57716b23325b1802bd63c"
+    },
+    {
+      "path": "single_point_prediction/daily/Apple_Quality_B1/Apple_Quality_B1_005.json",
+      "bytes": 1426,
+      "sha256": "860522ac046833a1b5663829ad17c4c29caebb371f57096f6ac4158a5ac4c633"
+    },
+    {
+      "path": "single_point_prediction/daily/Apple_Quality_B1/Apple_Quality_B1_006.json",
+      "bytes": 1353,
+      "sha256": "973f40062d9c7569c77614eaa10e779cfb635c14815c615faa3f4d87c6ed002d"
+    },
+    {
+      "path": "single_point_prediction/daily/Apple_Quality_B1/Apple_Quality_B1_007.json",
+      "bytes": 1401,
+      "sha256": "6f1f2fefa9e6bade0eaf64919a081cf4c7ced169c15e429620a3ce198fdd3c96"
+    },
+    {
+      "path": "single_point_prediction/daily/Apple_Quality_B1/Apple_Quality_B1_008.json",
+      "bytes": 1300,
+      "sha256": "fa04a45ca1af0df544bf8b4a2aaa4f153d3d6546a4901510b97c8c51c376d43b"
+    },
+    {
+      "path": "single_point_prediction/daily/Apple_Quality_B1/history.csv",
+      "bytes": 390052,
+      "sha256": "b7b8c95ad68efdd4e64039ee7ec82cfed565c41daafc49516ebaf27e3a0053ae"
+    },
+    {
+      "path": "single_point_prediction/daily/Apple_Quality_B1/info.json",
+      "bytes": 1870,
+      "sha256": "6114038c6652a7eeedf150f47470f8920cbc28ca643a2f62d9e1e9d2af29b1ec"
+    },
+    {
+      "path": "single_point_prediction/daily/Apple_Quality_B1/info_mod.json",
+      "bytes": 2301,
+      "sha256": "47bf0d5d5136e69e8d3b3e373aad592de6f8f89f3508c040e517ec70d21df528"
+    },
+    {
+      "path": "single_point_prediction/daily/Chocolate_Bar_Ratings_B1/Chocolate_Bar_Ratings_B1_001.json",
+      "bytes": 1271,
+      "sha256": "df5a2ae94f80f02f797f4ba1b0cf7f7cf8edb1064098b4e7dd2f9ddbbac8f13f"
+    },
+    {
+      "path": "single_point_prediction/daily/Chocolate_Bar_Ratings_B1/Chocolate_Bar_Ratings_B1_002.json",
+      "bytes": 1323,
+      "sha256": "2d0b973721833411ac177d6db53d81267ac04191d714057353cb77c90e1eede5"
+    },
+    {
+      "path": "single_point_prediction/daily/Chocolate_Bar_Ratings_B1/Chocolate_Bar_Ratings_B1_003.json",
+      "bytes": 1221,
+      "sha256": "8c5a564e0f4a1786f800a67874d057af1421206b3e69742ca3caefcc466537e5"
+    },
+    {
+      "path": "single_point_prediction/daily/Chocolate_Bar_Ratings_B1/Chocolate_Bar_Ratings_B1_004.json",
+      "bytes": 1326,
+      "sha256": "cda39385cd3b4af7a9d252e822e227d6afb3b3867d2696aa2c9e6ad725f7c385"
+    },
+    {
+      "path": "single_point_prediction/daily/Chocolate_Bar_Ratings_B1/Chocolate_Bar_Ratings_B1_005.json",
+      "bytes": 1307,
+      "sha256": "8abd8dcfc28f116c4bfd227366239ff5fa5330903cb6b3a34f3b28306c61e0d7"
+    },
+    {
+      "path": "single_point_prediction/daily/Chocolate_Bar_Ratings_B1/Chocolate_Bar_Ratings_B1_006.json",
+      "bytes": 1454,
+      "sha256": "08bde00bcca43a772bb5fcc8b095732b38a1396690ea3c3c2c997dbf1321419e"
+    },
+    {
+      "path": "single_point_prediction/daily/Chocolate_Bar_Ratings_B1/Chocolate_Bar_Ratings_B1_007.json",
+      "bytes": 1316,
+      "sha256": "8da75d1e3608505188a7003624975dcf44512b888d77c6f7915949c6aaf0444f"
+    },
+    {
+      "path": "single_point_prediction/daily/Chocolate_Bar_Ratings_B1/Chocolate_Bar_Ratings_B1_008.json",
+      "bytes": 1292,
+      "sha256": "cc1557bf46f14a82b4e7dea53066a1dad0ed9124c8a867f0829e77645a64656f"
+    },
+    {
+      "path": "single_point_prediction/daily/Chocolate_Bar_Ratings_B1/history.csv",
+      "bytes": 127705,
+      "sha256": "669c00df241318e7d5cf1c9fa29db678b00aa2fee8bb72367d207e079d7ffa3a"
+    },
+    {
+      "path": "single_point_prediction/daily/Chocolate_Bar_Ratings_B1/info.json",
+      "bytes": 8731,
+      "sha256": "7bb033d75770c04232718a28eb149f52f1e418ce16ce15d3d349f88dc6f3c16a"
+    },
+    {
+      "path": "single_point_prediction/daily/Chocolate_Bar_Ratings_B1/info_mod.json",
+      "bytes": 5187,
+      "sha256": "c8ced0ad72acc9703101c97be5af8b7791fa833cfb4f7bbd55f92f96e719a052"
+    },
+    {
+      "path": "single_point_prediction/daily/Forest_Fires_in_Brazil_B1/Forest_Fires_in_Brazil_B1_001.json",
+      "bytes": 1017,
+      "sha256": "fed8e0faa10d7cccffc4e4602aed387b21550fb0f2134b14390951bca0e0834b"
+    },
+    {
+      "path": "single_point_prediction/daily/Forest_Fires_in_Brazil_B1/Forest_Fires_in_Brazil_B1_002.json",
+      "bytes": 1047,
+      "sha256": "d327f9d75dd75177a372d7c10789c13fbecee76b57c90e711b56a9dc378e5913"
+    },
+    {
+      "path": "single_point_prediction/daily/Forest_Fires_in_Brazil_B1/Forest_Fires_in_Brazil_B1_003.json",
+      "bytes": 968,
+      "sha256": "0ca12dba27846eb4558844cf5998d55fdc579a22a794e88ceaffe01e80bacbea"
+    },
+    {
+      "path": "single_point_prediction/daily/Forest_Fires_in_Brazil_B1/Forest_Fires_in_Brazil_B1_004.json",
+      "bytes": 1039,
+      "sha256": "14e38e0e6d322703c8b80dc501119e37c497af872002595f6efdb16f4d3029b0"
+    },
+    {
+      "path": "single_point_prediction/daily/Forest_Fires_in_Brazil_B1/Forest_Fires_in_Brazil_B1_005.json",
+      "bytes": 1082,
+      "sha256": "5fd1b6e875d1defcdb1cb7223379696f265266fd8e1388d077188b45c27d6045"
+    },
+    {
+      "path": "single_point_prediction/daily/Forest_Fires_in_Brazil_B1/Forest_Fires_in_Brazil_B1_006.json",
+      "bytes": 1040,
+      "sha256": "c2abcf55af104591b0d4d0538152c972885ce6dbe20ed5c49d6785bc28c3fc20"
+    },
+    {
+      "path": "single_point_prediction/daily/Forest_Fires_in_Brazil_B1/Forest_Fires_in_Brazil_B1_007.json",
+      "bytes": 1124,
+      "sha256": "e68741b0423a21afe3b20bfe1498d560c790e6e659dfba90f1cf18186a2edc71"
+    },
+    {
+      "path": "single_point_prediction/daily/Forest_Fires_in_Brazil_B1/Forest_Fires_in_Brazil_B1_008.json",
+      "bytes": 1040,
+      "sha256": "5628b7660929c4daea59c24e060336e4acd6501c65c7c728349ef91fa9a2c0dc"
+    },
+    {
+      "path": "single_point_prediction/daily/Forest_Fires_in_Brazil_B1/history.csv",
+      "bytes": 240156,
+      "sha256": "3bf41bd3ead056c9122867ede87fbcee3ae5a248a93bf9dd452c536bf243e907"
+    },
+    {
+      "path": "single_point_prediction/daily/Forest_Fires_in_Brazil_B1/info.json",
+      "bytes": 2320,
+      "sha256": "faf5a3448795e1cdccdaed763c504ad397d332e48a0095800578137e3c4de20d"
+    },
+    {
+      "path": "single_point_prediction/daily/Forest_Fires_in_Brazil_B1/info_mod.json",
+      "bytes": 2473,
+      "sha256": "9b721dc683e66877cadb23e56aa31bbf948bde2d90ff075aefdc4733a2931a84"
+    },
+    {
+      "path": "single_point_prediction/daily/Gender_Recognition_by_Voice_B1/Gender_Recognition_by_Voice_B1_001.json",
+      "bytes": 2198,
+      "sha256": "cad0df37e6c1bc2d0e784325e76678991a4651b72efc05a5744ecc6280dac460"
+    },
+    {
+      "path": "single_point_prediction/daily/Gender_Recognition_by_Voice_B1/Gender_Recognition_by_Voice_B1_002.json",
+      "bytes": 2201,
+      "sha256": "2b23c257cf57d079ab488867621f4cc3973531de389537cc8c9d546afaf84227"
+    },
+    {
+      "path": "single_point_prediction/daily/Gender_Recognition_by_Voice_B1/Gender_Recognition_by_Voice_B1_003.json",
+      "bytes": 1951,
+      "sha256": "034401401ce5ba989516d72d171c85012192734ebaf87b5fc42b86b056240798"
+    },
+    {
+      "path": "single_point_prediction/daily/Gender_Recognition_by_Voice_B1/Gender_Recognition_by_Voice_B1_004.json",
+      "bytes": 2239,
+      "sha256": "212a50a887a7d356911d773a9087397fcd7da831fe68e36c639632ad5e544ea7"
+    },
+    {
+      "path": "single_point_prediction/daily/Gender_Recognition_by_Voice_B1/Gender_Recognition_by_Voice_B1_005.json",
+      "bytes": 2081,
+      "sha256": "ee581e7c03b557b4b77bf8cdd7ba2dcb3fcaee94f86f80f06a4a6adf10c953fa"
+    },
+    {
+      "path": "single_point_prediction/daily/Gender_Recognition_by_Voice_B1/Gender_Recognition_by_Voice_B1_006.json",
+      "bytes": 2322,
+      "sha256": "ea64884ac32ae005ff5b8eaf26cd4bb341a1b58f8ee4b8e87334761f0972699c"
+    },
+    {
+      "path": "single_point_prediction/daily/Gender_Recognition_by_Voice_B1/Gender_Recognition_by_Voice_B1_007.json",
+      "bytes": 2090,
+      "sha256": "b2bf6be39209668ff440226711d7ad2a93c6e2c795ba7c697c3f8fec38ced13a"
+    },
+    {
+      "path": "single_point_prediction/daily/Gender_Recognition_by_Voice_B1/Gender_Recognition_by_Voice_B1_008.json",
+      "bytes": 2302,
+      "sha256": "144215a95a6c71a2b8265a3de0ae8774e4c46993a35311293d75406b248187e7"
+    },
+    {
+      "path": "single_point_prediction/daily/Gender_Recognition_by_Voice_B1/history.csv",
+      "bytes": 1054490,
+      "sha256": "5d1122c6b91334c0fe39412d37289f6ee9c9cf5434d613fa50f25c6ecabc93f4"
+    },
+    {
+      "path": "single_point_prediction/daily/Gender_Recognition_by_Voice_B1/info.json",
+      "bytes": 4448,
+      "sha256": "37194cad325ef224083d2fd875304bea2ca6a9e94b290ee5a9103429c308b5cb"
+    },
+    {
+      "path": "single_point_prediction/daily/Gender_Recognition_by_Voice_B1/info_mod.json",
+      "bytes": 4878,
+      "sha256": "3261f010e65fb5d3748b285049354c279c29a66160e0716d8af8f033e31e6734"
+    },
+    {
+      "path": "single_point_prediction/daily/Global_YouTube_Statistics_2023_B1/Global_YouTube_Statistics_2023_B1_001.json",
+      "bytes": 2298,
+      "sha256": "9cd60ebb8c9935541a1a8df95d21681267478698a7ee3b5e205fb78718172640"
+    },
+    {
+      "path": "single_point_prediction/daily/Global_YouTube_Statistics_2023_B1/Global_YouTube_Statistics_2023_B1_002.json",
+      "bytes": 2178,
+      "sha256": "2429a4d5efd2f837bc40d6db60f2d3429d049d1039f11a287b41ca03b01939f9"
+    },
+    {
+      "path": "single_point_prediction/daily/Global_YouTube_Statistics_2023_B1/Global_YouTube_Statistics_2023_B1_003.json",
+      "bytes": 2534,
+      "sha256": "4879017ff0097913d36d845d181fab041001a0c193b9973a4858328c1de66fcf"
+    },
+    {
+      "path": "single_point_prediction/daily/Global_YouTube_Statistics_2023_B1/Global_YouTube_Statistics_2023_B1_004.json",
+      "bytes": 2317,
+      "sha256": "8152e922ea06a6f1b58c4084026a31e2b3dfbf684744ede56e1f9680ca3a17ee"
+    },
+    {
+      "path": "single_point_prediction/daily/Global_YouTube_Statistics_2023_B1/Global_YouTube_Statistics_2023_B1_005.json",
+      "bytes": 2483,
+      "sha256": "0260eefb956bdc0a4bc043ee0857b8ccf034d9d67dfe17f7fe77a38a1396d62e"
+    },
+    {
+      "path": "single_point_prediction/daily/Global_YouTube_Statistics_2023_B1/Global_YouTube_Statistics_2023_B1_006.json",
+      "bytes": 2237,
+      "sha256": "aa2afaa1687553224d4d85ba0bb4c754d3980f42cd1cc660ca9c63c1e334dc1d"
+    },
+    {
+      "path": "single_point_prediction/daily/Global_YouTube_Statistics_2023_B1/Global_YouTube_Statistics_2023_B1_007.json",
+      "bytes": 2255,
+      "sha256": "485a0db92e21e551b7231c0bae7bee3616f3e119320473a0e0dee89f76c1b7a2"
+    },
+    {
+      "path": "single_point_prediction/daily/Global_YouTube_Statistics_2023_B1/Global_YouTube_Statistics_2023_B1_008.json",
+      "bytes": 2692,
+      "sha256": "312ef1a74a1ac5c57df3ab81af7b59e27124f98d4bfc6eb1f0a9310f5d299d1a"
+    },
+    {
+      "path": "single_point_prediction/daily/Global_YouTube_Statistics_2023_B1/history.csv",
+      "bytes": 219879,
+      "sha256": "28ae40119875a6083192b38f1bb2b174a7b323b6c8fac318dab071b5152947c4"
+    },
+    {
+      "path": "single_point_prediction/daily/Global_YouTube_Statistics_2023_B1/info.json",
+      "bytes": 6810,
+      "sha256": "6c72aac27068ac6696747004621d7867cbc512520e13a57074f010663fdd03f0"
+    },
+    {
+      "path": "single_point_prediction/daily/Global_YouTube_Statistics_2023_B1/info_mod.json",
+      "bytes": 8989,
+      "sha256": "59fd4daff6a98aeca24b9590e9d09b39e855bee4805cd04f5ec2d46bf2bd6e45"
+    },
+    {
+      "path": "single_point_prediction/daily/Gun_Violence_Data_B1/Gun_Violence_Data_B1_001.json",
+      "bytes": 2982,
+      "sha256": "d83565fdf5f93ef3a5be232958ac276176fbcb7bf1fa66a1a0dd97eab94ce47d"
+    },
+    {
+      "path": "single_point_prediction/daily/Gun_Violence_Data_B1/Gun_Violence_Data_B1_002.json",
+      "bytes": 2525,
+      "sha256": "f485204beab5393c0ed413d42b67cd91be75f33b09c0d2ccf852d9358cc4703b"
+    },
+    {
+      "path": "single_point_prediction/daily/Gun_Violence_Data_B1/Gun_Violence_Data_B1_003.json",
+      "bytes": 6405,
+      "sha256": "f5f9a4e5277595f24f4ecae0979e1989492de9bb1c311d016c4372587aab00c9"
+    },
+    {
+      "path": "single_point_prediction/daily/Gun_Violence_Data_B1/Gun_Violence_Data_B1_004.json",
+      "bytes": 2802,
+      "sha256": "0cb50f3e284211a95b0269acf72a56d97e7347faf0f7173f8ce1a1eb0545bac7"
+    },
+    {
+      "path": "single_point_prediction/daily/Gun_Violence_Data_B1/Gun_Violence_Data_B1_005.json",
+      "bytes": 3132,
+      "sha256": "8f604eaa7849872df51687b8b14045f49bb5150fba03214908c120a86ca11e97"
+    },
+    {
+      "path": "single_point_prediction/daily/Gun_Violence_Data_B1/Gun_Violence_Data_B1_006.json",
+      "bytes": 12808,
+      "sha256": "5a69b3a88f01261131b233412fd9ec2b29450618a795ae9803724169e6be3fb8"
+    },
+    {
+      "path": "single_point_prediction/daily/Gun_Violence_Data_B1/Gun_Violence_Data_B1_007.json",
+      "bytes": 2273,
+      "sha256": "1cec0f432a80761537008f3ddec2e58c3a0d3c7e4c5ae78a0dea1a1432364c53"
+    },
+    {
+      "path": "single_point_prediction/daily/Gun_Violence_Data_B1/Gun_Violence_Data_B1_008.json",
+      "bytes": 2816,
+      "sha256": "cf4a24d562055ccbbc8ad1e640bcb2f53f2816a76e7577c31f32cd41ab42b166"
+    },
+    {
+      "path": "single_point_prediction/daily/Gun_Violence_Data_B1/history.csv",
+      "bytes": 151004069,
+      "sha256": "e66ec76d280d85130cc307ddf4c7eaf85054f72905ca044376c792918c4c0e88"
+    },
+    {
+      "path": "single_point_prediction/daily/Gun_Violence_Data_B1/info.json",
+      "bytes": 5584,
+      "sha256": "e42d286d2d06084d6f2e61693364cffc9905e11fbc3a6b1694afcbf4b494f3f6"
+    },
+    {
+      "path": "single_point_prediction/daily/Gun_Violence_Data_B1/info_mod.json",
+      "bytes": 15631,
+      "sha256": "0e3477521a0681895340b72439e31c540d2e820f228055fe9abd6c43369217bf"
+    },
+    {
+      "path": "single_point_prediction/daily/Hotel_booking_Demand_B1/Hotel_booking_Demand_B1_001.json",
+      "bytes": 2164,
+      "sha256": "4276b081bc51f33dcc96509fd3b396c0c19385075ce7d6fba91d5c9dee1e981a"
+    },
+    {
+      "path": "single_point_prediction/daily/Hotel_booking_Demand_B1/Hotel_booking_Demand_B1_002.json",
+      "bytes": 2172,
+      "sha256": "6f3f7eb386e00b3937f1270520375d9cd407203a37b1327695a637408933f239"
+    },
+    {
+      "path": "single_point_prediction/daily/Hotel_booking_Demand_B1/Hotel_booking_Demand_B1_003.json",
+      "bytes": 2237,
+      "sha256": "4d2c2143a1897abfc42fb6b20af060f9edd8e5ebbfbc9e4c3422c0fba46fc384"
+    },
+    {
+      "path": "single_point_prediction/daily/Hotel_booking_Demand_B1/Hotel_booking_Demand_B1_004.json",
+      "bytes": 2371,
+      "sha256": "3c1c4c7953d613d472b61ee57d000318d510c0f224696c1d8278bdb7ed2fc73e"
+    },
+    {
+      "path": "single_point_prediction/daily/Hotel_booking_Demand_B1/Hotel_booking_Demand_B1_005.json",
+      "bytes": 2505,
+      "sha256": "a48fd4e915f0bc41c5b5fb17b6e12e07b0ef9622ced494a5da5536b14c0d2ad6"
+    },
+    {
+      "path": "single_point_prediction/daily/Hotel_booking_Demand_B1/Hotel_booking_Demand_B1_006.json",
+      "bytes": 2431,
+      "sha256": "fe13680480b9e372305405959d5b22754ef4a4a7e3a2cf1fcc94bfae3da95d01"
+    },
+    {
+      "path": "single_point_prediction/daily/Hotel_booking_Demand_B1/Hotel_booking_Demand_B1_007.json",
+      "bytes": 2707,
+      "sha256": "fd7bc68204fb0dd8103f4c15bce7dc3b5dfb4b014d67da33e3c7f2e8ff259193"
+    },
+    {
+      "path": "single_point_prediction/daily/Hotel_booking_Demand_B1/Hotel_booking_Demand_B1_008.json",
+      "bytes": 2191,
+      "sha256": "a0d21008b93265f60bcda9a0c79329e819b1cc388bb7f78c53df64bd505ab5f3"
+    },
+    {
+      "path": "single_point_prediction/daily/Hotel_booking_Demand_B1/history.csv",
+      "bytes": 15381212,
+      "sha256": "952c3768ae2c18bc1e2010af4e24f0540588dbc2e7221f5dd2fcf8419d95115f"
+    },
+    {
+      "path": "single_point_prediction/daily/Hotel_booking_Demand_B1/info.json",
+      "bytes": 7785,
+      "sha256": "ae9f4e065d0fe6506a8ff37f00f98a0decc470a534e4801485c35aeef2ad0b16"
+    },
+    {
+      "path": "single_point_prediction/daily/Hotel_booking_Demand_B1/info_mod.json",
+      "bytes": 8134,
+      "sha256": "cc0e38af490cb1b32d353a2509e0470909d8eef23cc97546659c84b29e220c10"
+    },
+    {
+      "path": "single_point_prediction/daily/IBM_HR_Analytics_Employee_Attrition_&_Performance_B1/IBM_HR_Analytics_Employee_Attrition_&_Performance_B1_001.json",
+      "bytes": 2671,
+      "sha256": "4829cf9d831aface92c206b1ce43cfd1632ff0fc6ed7903c805a486f28b8c59e"
+    },
+    {
+      "path": "single_point_prediction/daily/IBM_HR_Analytics_Employee_Attrition_&_Performance_B1/IBM_HR_Analytics_Employee_Attrition_&_Performance_B1_002.json",
+      "bytes": 3137,
+      "sha256": "845f054e9315db0b11d5312e49f92843e6f23cfa9ae9633c7b5221c0723e18b5"
+    },
+    {
+      "path": "single_point_prediction/daily/IBM_HR_Analytics_Employee_Attrition_&_Performance_B1/IBM_HR_Analytics_Employee_Attrition_&_Performance_B1_003.json",
+      "bytes": 2732,
+      "sha256": "d608252cd9de19fc242aadaca1a84d2f641f12fe60b50ed84e1c4627ddfea842"
+    },
+    {
+      "path": "single_point_prediction/daily/IBM_HR_Analytics_Employee_Attrition_&_Performance_B1/IBM_HR_Analytics_Employee_Attrition_&_Performance_B1_004.json",
+      "bytes": 2878,
+      "sha256": "67e7c3a499ab0a0426f8192e6a8b0a75f1982eeef4c9a4e8825077e196ec484e"
+    },
+    {
+      "path": "single_point_prediction/daily/IBM_HR_Analytics_Employee_Attrition_&_Performance_B1/IBM_HR_Analytics_Employee_Attrition_&_Performance_B1_005.json",
+      "bytes": 2889,
+      "sha256": "69c9892125e23f243e473c84a279b61015a1c34126d6c0f252312e73f0e591c1"
+    },
+    {
+      "path": "single_point_prediction/daily/IBM_HR_Analytics_Employee_Attrition_&_Performance_B1/IBM_HR_Analytics_Employee_Attrition_&_Performance_B1_006.json",
+      "bytes": 2778,
+      "sha256": "1047bc52328d8f782339c3a0086e62bce45f4867af320e47b646e4617152f531"
+    },
+    {
+      "path": "single_point_prediction/daily/IBM_HR_Analytics_Employee_Attrition_&_Performance_B1/IBM_HR_Analytics_Employee_Attrition_&_Performance_B1_007.json",
+      "bytes": 2563,
+      "sha256": "dc7eeba9a349cea2d8595fb0f5b87b017f84896707e550e8da7cb21511c63861"
+    },
+    {
+      "path": "single_point_prediction/daily/IBM_HR_Analytics_Employee_Attrition_&_Performance_B1/IBM_HR_Analytics_Employee_Attrition_&_Performance_B1_008.json",
+      "bytes": 2732,
+      "sha256": "6e741a619762b3174022703f85dc2dcf52bb3f02ed23d3adcb831b39fef31151"
+    },
+    {
+      "path": "single_point_prediction/daily/IBM_HR_Analytics_Employee_Attrition_&_Performance_B1/history.csv",
+      "bytes": 224005,
+      "sha256": "35073952cc008551b37f129b8c9a8fa504946af26d1ed03000c294320f6717e1"
+    },
+    {
+      "path": "single_point_prediction/daily/IBM_HR_Analytics_Employee_Attrition_&_Performance_B1/info.json",
+      "bytes": 6977,
+      "sha256": "e732af254ec228481a0a5100365bae4a5e40366c73144512cb5715b818f7b646"
+    },
+    {
+      "path": "single_point_prediction/daily/IBM_HR_Analytics_Employee_Attrition_&_Performance_B1/info_mod.json",
+      "bytes": 8508,
+      "sha256": "2cfa10aec3e0a3182ac4c4b06584525d376791a7d9f82ac1598f6e0c941af8a9"
+    },
+    {
+      "path": "single_point_prediction/daily/Mobile_Price_Classification_B1/Mobile_Price_Classification_B1_001.json",
+      "bytes": 1790,
+      "sha256": "58ee59e9418ffd4e8aefa795e17e08903c3277a3bb47251186cef4baa2ca5399"
+    },
+    {
+      "path": "single_point_prediction/daily/Mobile_Price_Classification_B1/Mobile_Price_Classification_B1_002.json",
+      "bytes": 1880,
+      "sha256": "9cdb379de0ab6094d8c5d5fafcacef8b4a2efe0a389bc53b4168e18479651136"
+    },
+    {
+      "path": "single_point_prediction/daily/Mobile_Price_Classification_B1/Mobile_Price_Classification_B1_003.json",
+      "bytes": 1860,
+      "sha256": "4730097dc19c6b8b0c4d2b931f1b1777cd672a8c52a6d6b74c172083ff09dad4"
+    },
+    {
+      "path": "single_point_prediction/daily/Mobile_Price_Classification_B1/Mobile_Price_Classification_B1_004.json",
+      "bytes": 1790,
+      "sha256": "b5ac6c46067709cc9840f4d6e8ac4909d5325c336a4c240430d1a92b3122d22d"
+    },
+    {
+      "path": "single_point_prediction/daily/Mobile_Price_Classification_B1/Mobile_Price_Classification_B1_005.json",
+      "bytes": 1842,
+      "sha256": "0df7ac482cfb6a1e365310cd3b2c12336e3b0d3c6f747b077ddb7b7ff6d93090"
+    },
+    {
+      "path": "single_point_prediction/daily/Mobile_Price_Classification_B1/Mobile_Price_Classification_B1_006.json",
+      "bytes": 1875,
+      "sha256": "51f22bca14ecd464e7672831140e4d2094472e40d49283cd282a955d13861b4b"
+    },
+    {
+      "path": "single_point_prediction/daily/Mobile_Price_Classification_B1/Mobile_Price_Classification_B1_007.json",
+      "bytes": 1855,
+      "sha256": "4cf9a80959ba79cff0800a87f696b4b8f751929d4a73fb1fb537603acf2c7d2e"
+    },
+    {
+      "path": "single_point_prediction/daily/Mobile_Price_Classification_B1/Mobile_Price_Classification_B1_008.json",
+      "bytes": 2006,
+      "sha256": "b7d7009232d3ff163116d9b2bbeec6187d2a90a4c7122199de97725c432a967d"
+    },
+    {
+      "path": "single_point_prediction/daily/Mobile_Price_Classification_B1/history.csv",
+      "bytes": 121430,
+      "sha256": "6f6d1926a2c523981a29999028be7377db7207e290e6b0c1c012bd88acb40da0"
+    },
+    {
+      "path": "single_point_prediction/daily/Mobile_Price_Classification_B1/info.json",
+      "bytes": 3933,
+      "sha256": "759a205d4bd353012dec4f21874edf8290889cf32171bbe14783763d3167b3f6"
+    },
+    {
+      "path": "single_point_prediction/daily/Mobile_Price_Classification_B1/info_mod.json",
+      "bytes": 4302,
+      "sha256": "0dba2421e2b5d8333070ca7242deb594b86aacff2416f834c527f05575455bc1"
+    },
+    {
+      "path": "single_point_prediction/daily/Rain_in_Australia_B1/Rain_in_Australia_B1_001.json",
+      "bytes": 1921,
+      "sha256": "0a61c2df20a7845a5cce2477d838cba63635e07ed94d24eb342bfb31a6edfe28"
+    },
+    {
+      "path": "single_point_prediction/daily/Rain_in_Australia_B1/Rain_in_Australia_B1_002.json",
+      "bytes": 1880,
+      "sha256": "06b4ea0ed9717fa73137dae4c06d2216d03e9b5b015a1b66a83d801c81a2b00f"
+    },
+    {
+      "path": "single_point_prediction/daily/Rain_in_Australia_B1/Rain_in_Australia_B1_003.json",
+      "bytes": 1856,
+      "sha256": "b69dadf90636031fbdac8a635d9a9063b72f8103234d7362abdc06374c55a474"
+    },
+    {
+      "path": "single_point_prediction/daily/Rain_in_Australia_B1/Rain_in_Australia_B1_004.json",
+      "bytes": 2068,
+      "sha256": "40096b9998efaded57e938ca3fd5331b28c434bffe26772aeacc5b144ad11a2c"
+    },
+    {
+      "path": "single_point_prediction/daily/Rain_in_Australia_B1/Rain_in_Australia_B1_005.json",
+      "bytes": 2120,
+      "sha256": "d7860cd92d46a6a62f8768e09429b6c541d4ff648cdd304cbb8b7be03a8474d6"
+    },
+    {
+      "path": "single_point_prediction/daily/Rain_in_Australia_B1/Rain_in_Australia_B1_006.json",
+      "bytes": 1921,
+      "sha256": "26410dcbe5d7956b7340ca8575870b262c2bccc6e0be22eadced1d192ad9ce0f"
+    },
+    {
+      "path": "single_point_prediction/daily/Rain_in_Australia_B1/Rain_in_Australia_B1_007.json",
+      "bytes": 2066,
+      "sha256": "8ae3eb3caafabe376b9f0dbe3dcbbda83e10d760ce5fb38d04789610741bd512"
+    },
+    {
+      "path": "single_point_prediction/daily/Rain_in_Australia_B1/Rain_in_Australia_B1_008.json",
+      "bytes": 2167,
+      "sha256": "59a312ac6ce8ae0f7b11032528e3e0194bc3fc3bdfd289e947f7d477e4b21368"
+    },
+    {
+      "path": "single_point_prediction/daily/Rain_in_Australia_B1/history.csv",
+      "bytes": 15599296,
+      "sha256": "c1f693497b4fcc2d0caacd46dc04488a12669fb935f4b0c18f728b24cac02af2"
+    },
+    {
+      "path": "single_point_prediction/daily/Rain_in_Australia_B1/info.json",
+      "bytes": 5961,
+      "sha256": "fe6d2c45ce670521e9e8fae5f58854161edd05a15aa3bad58f2c5c8dcea29fff"
+    },
+    {
+      "path": "single_point_prediction/daily/Rain_in_Australia_B1/info_mod.json",
+      "bytes": 6014,
+      "sha256": "bfbc6647e3eb6672474178ba5911caee9458212cae4aacf13ee60e61bc92b6d5"
+    },
+    {
+      "path": "single_point_prediction/daily/Student_Performance_Factors_B1/Student_Performance_Factors_B1_001.json",
+      "bytes": 1991,
+      "sha256": "8eb405ff0c19e45dacb4b52929f16387e3efc6650d7b7da6e22d6729dd13bcfc"
+    },
+    {
+      "path": "single_point_prediction/daily/Student_Performance_Factors_B1/Student_Performance_Factors_B1_002.json",
+      "bytes": 2028,
+      "sha256": "5da2915bc56a1982f7b49fa5af65f229cef892cd92fd699fd15a12e385c14de6"
+    },
+    {
+      "path": "single_point_prediction/daily/Student_Performance_Factors_B1/Student_Performance_Factors_B1_003.json",
+      "bytes": 1936,
+      "sha256": "1d72063c4a75a2163b4f562f898da7ba1c59222045517fe47f6bf12072878018"
+    },
+    {
+      "path": "single_point_prediction/daily/Student_Performance_Factors_B1/Student_Performance_Factors_B1_004.json",
+      "bytes": 2100,
+      "sha256": "d80107053e39087d10f453597b2a20e5263167cc98982029f3f04a86c9ee567a"
+    },
+    {
+      "path": "single_point_prediction/daily/Student_Performance_Factors_B1/Student_Performance_Factors_B1_005.json",
+      "bytes": 2101,
+      "sha256": "a1a5c04bc0daf4657d35aba0e380283bb56523e4778aae92358381b8a483b096"
+    },
+    {
+      "path": "single_point_prediction/daily/Student_Performance_Factors_B1/Student_Performance_Factors_B1_006.json",
+      "bytes": 2045,
+      "sha256": "3221d3d9bd9ffdf364f21ab14347f85ebfb62d02dab3556382e4be92af324252"
+    },
+    {
+      "path": "single_point_prediction/daily/Student_Performance_Factors_B1/Student_Performance_Factors_B1_007.json",
+      "bytes": 1984,
+      "sha256": "bf2c68a4114d7838acbdcc1a2ca24217ae2afede16ac1d47c3b010fc426440e4"
+    },
+    {
+      "path": "single_point_prediction/daily/Student_Performance_Factors_B1/Student_Performance_Factors_B1_008.json",
+      "bytes": 2262,
+      "sha256": "a5aa4b850576565ee4d59be8520e9985e9a972327e109dee5620276b0e915262"
+    },
+    {
+      "path": "single_point_prediction/daily/Student_Performance_Factors_B1/history.csv",
+      "bytes": 633797,
+      "sha256": "2260ba5da9a3d9d7d13ee33e71192c992c6d2c87522cf719bc5572138620713a"
+    },
+    {
+      "path": "single_point_prediction/daily/Student_Performance_Factors_B1/info.json",
+      "bytes": 4606,
+      "sha256": "e043dce5b03ce6da8d77064b5697bd5d3e8ef6a221fde58e2cc064c6b88f0d12"
+    },
+    {
+      "path": "single_point_prediction/daily/Student_Performance_Factors_B1/info_mod.json",
+      "bytes": 5611,
+      "sha256": "cb138cfce3d24e4184d77b7d315990cc939d60443c7bb1cb8bcbe63831d5450d"
+    },
+    {
+      "path": "single_point_prediction/daily/Wine_Quality_Dataset_B1/Wine_Quality_Dataset_B1_001.json",
+      "bytes": 1462,
+      "sha256": "fee76e3661f70dd5861f3084fe522557fc47ef765fa74dbf95e0475e7eb4ff8a"
+    },
+    {
+      "path": "single_point_prediction/daily/Wine_Quality_Dataset_B1/Wine_Quality_Dataset_B1_002.json",
+      "bytes": 1469,
+      "sha256": "03cc680b441adde6b69a3af19ef0c58ab74c3469da7cbaa5198c5d7dfccdcc8d"
+    },
+    {
+      "path": "single_point_prediction/daily/Wine_Quality_Dataset_B1/Wine_Quality_Dataset_B1_003.json",
+      "bytes": 1442,
+      "sha256": "4c4a0790ffda21458c4243017a04bbd9fcd7ce77f963dfed91f7ca4e45d7e637"
+    },
+    {
+      "path": "single_point_prediction/daily/Wine_Quality_Dataset_B1/Wine_Quality_Dataset_B1_004.json",
+      "bytes": 1526,
+      "sha256": "c758765dec8ee452cd33d902fa5e39f98d546d98566e0b598eeebdad76ab5c08"
+    },
+    {
+      "path": "single_point_prediction/daily/Wine_Quality_Dataset_B1/Wine_Quality_Dataset_B1_005.json",
+      "bytes": 1452,
+      "sha256": "5e32a38860a3397ef7082f07910c0a07e184fa5021043676421de5d79e9f8f6f"
+    },
+    {
+      "path": "single_point_prediction/daily/Wine_Quality_Dataset_B1/Wine_Quality_Dataset_B1_006.json",
+      "bytes": 1557,
+      "sha256": "bd94ac5024eafd4ab877d98f0beb391f102787684d38c5297aaeb453a9a1c65e"
+    },
+    {
+      "path": "single_point_prediction/daily/Wine_Quality_Dataset_B1/Wine_Quality_Dataset_B1_007.json",
+      "bytes": 1513,
+      "sha256": "da11bc2605f3dac59a9c1612f13629d31152958e6e927aabbafa5e4cfefa70a0"
+    },
+    {
+      "path": "single_point_prediction/daily/Wine_Quality_Dataset_B1/Wine_Quality_Dataset_B1_008.json",
+      "bytes": 1573,
+      "sha256": "0c19e08598479b8d226644b1ced8e2da3399d0f8d768c44c944ae1f1941d1c06"
+    },
+    {
+      "path": "single_point_prediction/daily/Wine_Quality_Dataset_B1/history.csv",
+      "bytes": 70736,
+      "sha256": "0c634f19861ee20eb2303e4164d4330790734a63ac59581c7840e180d554a140"
+    },
+    {
+      "path": "single_point_prediction/daily/Wine_Quality_Dataset_B1/info.json",
+      "bytes": 2543,
+      "sha256": "9bc4fb2111751daf7bb718a0f99251e630ab9cb0d2dac9e06863bb526b5d2e59"
+    },
+    {
+      "path": "single_point_prediction/daily/Wine_Quality_Dataset_B1/info_mod.json",
+      "bytes": 2979,
+      "sha256": "d89cb7a55b1f3c23f5cba1686ebdb7cc95b5943838438ca3d43048f005f5d080"
+    },
+    {
+      "path": "single_point_prediction/finance/Bitcoin_Historical_Data_B1/Bitcoin_Historical_Data_B1_001.json",
+      "bytes": 1064,
+      "sha256": "97f72bb2179a1ebcbe70e6f0089bad1306bbfbbd1a7364f3e2f07973dd4a2c07"
+    },
+    {
+      "path": "single_point_prediction/finance/Bitcoin_Historical_Data_B1/Bitcoin_Historical_Data_B1_002.json",
+      "bytes": 1151,
+      "sha256": "3cd78db8c5dda61866115e423017270e0fa88d615c0685ee9ac5c3f288461288"
+    },
+    {
+      "path": "single_point_prediction/finance/Bitcoin_Historical_Data_B1/Bitcoin_Historical_Data_B1_003.json",
+      "bytes": 1126,
+      "sha256": "e11c6217ce1aee1a726f2e0ac3bd0c51049089ff83a1f10c6592488651dfdbdc"
+    },
+    {
+      "path": "single_point_prediction/finance/Bitcoin_Historical_Data_B1/Bitcoin_Historical_Data_B1_004.json",
+      "bytes": 1091,
+      "sha256": "760940f3c765911f1ba25a9fc1c99fafd4491ea5f0dcfc1937d09fa23f54f0b1"
+    },
+    {
+      "path": "single_point_prediction/finance/Bitcoin_Historical_Data_B1/Bitcoin_Historical_Data_B1_005.json",
+      "bytes": 1229,
+      "sha256": "8d423e420a219cc459a1a3d00db0dce923ca7a676459e043147bcbb97bf2eaf2"
+    },
+    {
+      "path": "single_point_prediction/finance/Bitcoin_Historical_Data_B1/Bitcoin_Historical_Data_B1_006.json",
+      "bytes": 1124,
+      "sha256": "6478d18f94cd4bebd9ecfff393630ad69216016a5ecf3de7c39a90b9e8d4bc5d"
+    },
+    {
+      "path": "single_point_prediction/finance/Bitcoin_Historical_Data_B1/Bitcoin_Historical_Data_B1_007.json",
+      "bytes": 1164,
+      "sha256": "6c173f3eb03f81e390e152b9f7a8f620dfcb771c576af5d0ab0ef19a19dae52e"
+    },
+    {
+      "path": "single_point_prediction/finance/Bitcoin_Historical_Data_B1/Bitcoin_Historical_Data_B1_008.json",
+      "bytes": 1176,
+      "sha256": "f15fcdcfa29d6546fa73a681caf0d732966ad2dc76cadc43ef922fe4896e7d49"
+    },
+    {
+      "path": "single_point_prediction/finance/Bitcoin_Historical_Data_B1/history.csv",
+      "bytes": 352589415,
+      "sha256": "17c3a1b55683eeed3071f2b1b007d9720153f5095063ab74a4e22dbaccac0396"
+    },
+    {
+      "path": "single_point_prediction/finance/Bitcoin_Historical_Data_B1/info.json",
+      "bytes": 1877,
+      "sha256": "a3b4b9fdaa6eaa80fcbc411f1be278410b197fcd64181f0140cc22a4b9740dd9"
+    },
+    {
+      "path": "single_point_prediction/finance/Bitcoin_Historical_Data_B1/info_mod.json",
+      "bytes": 1859,
+      "sha256": "8c5c99369b93f54eb67d55fabf310850ad858346cc3c84feb1c2c4c926accf0c"
+    },
+    {
+      "path": "single_point_prediction/finance/California_Housing_Prices_B1/California_Housing_Prices_B1_001.json",
+      "bytes": 1409,
+      "sha256": "4a510d5101c700d6a96b63b0c51976022ddfd61468604e899376412270df3e91"
+    },
+    {
+      "path": "single_point_prediction/finance/California_Housing_Prices_B1/California_Housing_Prices_B1_002.json",
+      "bytes": 1429,
+      "sha256": "e2dbacb2e97dd8b5fda15a87fd2f2faaed99eedeb0d1d671db53d152ab0e71f2"
+    },
+    {
+      "path": "single_point_prediction/finance/California_Housing_Prices_B1/California_Housing_Prices_B1_003.json",
+      "bytes": 1455,
+      "sha256": "e6f4576041ea30a2fc6393ecce2165047b368058ed8f75bc60a1a6c609f31297"
+    },
+    {
+      "path": "single_point_prediction/finance/California_Housing_Prices_B1/California_Housing_Prices_B1_004.json",
+      "bytes": 1415,
+      "sha256": "198a5b5a554bc3c5b1ec9757744cb01196cda010d3c27c3c6bda1c99e7786abd"
+    },
+    {
+      "path": "single_point_prediction/finance/California_Housing_Prices_B1/California_Housing_Prices_B1_005.json",
+      "bytes": 1515,
+      "sha256": "65ac158bb0a63615f1adafeb6fcec248e4a397b6650197df3daec94914b7e81b"
+    },
+    {
+      "path": "single_point_prediction/finance/California_Housing_Prices_B1/California_Housing_Prices_B1_006.json",
+      "bytes": 1484,
+      "sha256": "b6ad57146861db416aabf1518416497e0215c51052d962e9bb9d4ad48c2d67c8"
+    },
+    {
+      "path": "single_point_prediction/finance/California_Housing_Prices_B1/California_Housing_Prices_B1_007.json",
+      "bytes": 1518,
+      "sha256": "0e4cb932c2536edef3b483594cc8112b76cffe14655be3dea6c20dc6be80d8cb"
+    },
+    {
+      "path": "single_point_prediction/finance/California_Housing_Prices_B1/California_Housing_Prices_B1_008.json",
+      "bytes": 1523,
+      "sha256": "74f7a883046f70b4a952b395562c7c87ff210279e31aab6253a0d5897db289f4"
+    },
+    {
+      "path": "single_point_prediction/finance/California_Housing_Prices_B1/history.csv",
+      "bytes": 1422428,
+      "sha256": "6580fbc8c6a1bbd76a50ab7948b5b333bc392efac1659c8b2062bb737dc29800"
+    },
+    {
+      "path": "single_point_prediction/finance/California_Housing_Prices_B1/info.json",
+      "bytes": 2751,
+      "sha256": "71b635bc0a7f8c025826cbd2de56f91fb2de9c29300f6fd7b8dbcbd929f6b602"
+    },
+    {
+      "path": "single_point_prediction/finance/California_Housing_Prices_B1/info_mod.json",
+      "bytes": 2860,
+      "sha256": "8fa2b2d90ea43c09e8be16d7aa3e911b5b739de4e53af2b62dcb1bc7571216c6"
+    },
+    {
+      "path": "single_point_prediction/finance/Campus_Recruitment_B1/Campus_Recruitment_B1_001.json",
+      "bytes": 1586,
+      "sha256": "cc6037bdcf3e90cb3287b6f30ec84b25d25d25b2205a9749792a9210b045aaef"
+    },
+    {
+      "path": "single_point_prediction/finance/Campus_Recruitment_B1/Campus_Recruitment_B1_002.json",
+      "bytes": 1474,
+      "sha256": "efed4d334f85626141d8b04f88d06c356854a36237932afe946add7f96888da1"
+    },
+    {
+      "path": "single_point_prediction/finance/Campus_Recruitment_B1/Campus_Recruitment_B1_004.json",
+      "bytes": 1457,
+      "sha256": "5efe9fe601c00c27681c25cdd8139ef3a8af63bdb24a488ea1da4141078cb470"
+    },
+    {
+      "path": "single_point_prediction/finance/Campus_Recruitment_B1/Campus_Recruitment_B1_005.json",
+      "bytes": 1540,
+      "sha256": "f99dd8ec4ee66a01d7c40fe49fe73f38a56d6250ab401d87fa58fb769df0b87d"
+    },
+    {
+      "path": "single_point_prediction/finance/Campus_Recruitment_B1/Campus_Recruitment_B1_007.json",
+      "bytes": 1589,
+      "sha256": "b8cc2fe03b9deecef9f60416b4ed35a2fc20b414e03281c575c400b7c8cac70e"
+    },
+    {
+      "path": "single_point_prediction/finance/Campus_Recruitment_B1/Campus_Recruitment_B1_008.json",
+      "bytes": 1721,
+      "sha256": "c3d8702e0541af31d7c7d38b79eeecd598383addab8c87edd314fbd1954259a7"
+    },
+    {
+      "path": "single_point_prediction/finance/Campus_Recruitment_B1/history.csv",
+      "bytes": 18193,
+      "sha256": "c59766fecf1a2da59cb49b40ac25d19bef1249a88aace7515f0b11dbd57fb736"
+    },
+    {
+      "path": "single_point_prediction/finance/Campus_Recruitment_B1/info.json",
+      "bytes": 3289,
+      "sha256": "0d65ee7b47e2cb0a5550306b93e7d784e6e5a69924273370bba931a44c4e6f4e"
+    },
+    {
+      "path": "single_point_prediction/finance/Campus_Recruitment_B1/info_mod.json",
+      "bytes": 3640,
+      "sha256": "738622b681e7cc6bc8622151bcb3c8f42eb6f34f078322982d8a94ea199e6e9d"
+    },
+    {
+      "path": "single_point_prediction/finance/Credit_Card_customers_B1/Credit_Card_customers_B1_001.json",
+      "bytes": 2147,
+      "sha256": "efed88f3a5b8abfdee0ea9948c9919b28aeda060db978077c4fd44bc79fcf573"
+    },
+    {
+      "path": "single_point_prediction/finance/Credit_Card_customers_B1/Credit_Card_customers_B1_002.json",
+      "bytes": 2146,
+      "sha256": "0eb2ad73bc94ae4b8793c3247cc7bc2639b0aa46381b0ac1547a31b91d1e37fa"
+    },
+    {
+      "path": "single_point_prediction/finance/Credit_Card_customers_B1/Credit_Card_customers_B1_003.json",
+      "bytes": 1942,
+      "sha256": "6beae6ca4609c114baf7a8b6703a60aad71b20981845c60c3c149a14ac624b8b"
+    },
+    {
+      "path": "single_point_prediction/finance/Credit_Card_customers_B1/Credit_Card_customers_B1_004.json",
+      "bytes": 2053,
+      "sha256": "86414bdc045dcf3e195854ff82191f702b399cc7251b490c5886966fdc0bcce0"
+    },
+    {
+      "path": "single_point_prediction/finance/Credit_Card_customers_B1/Credit_Card_customers_B1_005.json",
+      "bytes": 2108,
+      "sha256": "b0d311b095a413502ce2ca6be15a0e1a63240d6395813558062fb58c291689ce"
+    },
+    {
+      "path": "single_point_prediction/finance/Credit_Card_customers_B1/Credit_Card_customers_B1_006.json",
+      "bytes": 2297,
+      "sha256": "e2dcf28dc994a8ceff335934043fefb3fb74d3ecdb4b9b2041a6761969ee342c"
+    },
+    {
+      "path": "single_point_prediction/finance/Credit_Card_customers_B1/Credit_Card_customers_B1_007.json",
+      "bytes": 2051,
+      "sha256": "65e618e43f89f2e6f887bc73a57d5ce48ba59c1b7a3b513beded927082f4a5cd"
+    },
+    {
+      "path": "single_point_prediction/finance/Credit_Card_customers_B1/Credit_Card_customers_B1_008.json",
+      "bytes": 2155,
+      "sha256": "d9e0f73e15c70346e1fc0584aa5a7511a2975b2ad691a710cf36a3a78ebdd81d"
+    },
+    {
+      "path": "single_point_prediction/finance/Credit_Card_customers_B1/history.csv",
+      "bytes": 1242564,
+      "sha256": "686177ee929bd0924e986bd58f6cd6c94bc17fc1af09912dfaf7892ff50ec890"
+    },
+    {
+      "path": "single_point_prediction/finance/Credit_Card_customers_B1/info.json",
+      "bytes": 6179,
+      "sha256": "ea1ba8043b18fdc3a7a63b6f1712b346337846c3a63e6ebc964423ab2d360744"
+    },
+    {
+      "path": "single_point_prediction/finance/Credit_Card_customers_B1/info_mod.json",
+      "bytes": 5855,
+      "sha256": "436665ab2b7591d61e04c4259aa7d2151ddb831429587e990365d02c185f3eeb"
+    },
+    {
+      "path": "single_point_prediction/finance/Default_of_Credit_Card_Clients_Dataset_B1/Default_of_Credit_Card_Clients_Dataset_B1_001.json",
+      "bytes": 1913,
+      "sha256": "712b5343b7198193b05fb3745d0684e648b8e32d8d39e725993c616dd57fca3c"
+    },
+    {
+      "path": "single_point_prediction/finance/Default_of_Credit_Card_Clients_Dataset_B1/Default_of_Credit_Card_Clients_Dataset_B1_002.json",
+      "bytes": 1837,
+      "sha256": "3ed289d6cf5e84f59a332fc5724c6d3ba2fbde2011eae1ed16176d7d6f06a545"
+    },
+    {
+      "path": "single_point_prediction/finance/Default_of_Credit_Card_Clients_Dataset_B1/Default_of_Credit_Card_Clients_Dataset_B1_003.json",
+      "bytes": 1962,
+      "sha256": "1b46aa920551aebba95e76442266f3a77f4c584e5c2998dcf89988db2ac4c8ed"
+    },
+    {
+      "path": "single_point_prediction/finance/Default_of_Credit_Card_Clients_Dataset_B1/Default_of_Credit_Card_Clients_Dataset_B1_004.json",
+      "bytes": 1992,
+      "sha256": "f71c7407edb4299aecfbf38f196f13a1247f60c63b2c8cca3fdd1f086a832930"
+    },
+    {
+      "path": "single_point_prediction/finance/Default_of_Credit_Card_Clients_Dataset_B1/Default_of_Credit_Card_Clients_Dataset_B1_005.json",
+      "bytes": 1945,
+      "sha256": "e73895c65a172080907a0a72652cb228bb2e052d93b7462df4f4cafa6246905f"
+    },
+    {
+      "path": "single_point_prediction/finance/Default_of_Credit_Card_Clients_Dataset_B1/Default_of_Credit_Card_Clients_Dataset_B1_006.json",
+      "bytes": 2031,
+      "sha256": "e805e4cbb0de3e00a245c50de3afddae23ac54b4a8e6283aaa27be1b507c44d4"
+    },
+    {
+      "path": "single_point_prediction/finance/Default_of_Credit_Card_Clients_Dataset_B1/Default_of_Credit_Card_Clients_Dataset_B1_007.json",
+      "bytes": 1866,
+      "sha256": "f66132c5e97899f1e5fb750dbe6929162647e9ab1b06ec393bddf2313daf5518"
+    },
+    {
+      "path": "single_point_prediction/finance/Default_of_Credit_Card_Clients_Dataset_B1/Default_of_Credit_Card_Clients_Dataset_B1_008.json",
+      "bytes": 2031,
+      "sha256": "f72709013ad1d5bc8573adb16c801edbdca396cb3963f3a77839738ba59ebe98"
+    },
+    {
+      "path": "single_point_prediction/finance/Default_of_Credit_Card_Clients_Dataset_B1/history.csv",
+      "bytes": 3645260,
+      "sha256": "489e8deb60aaf66574a6e319e128e717e20429adea8edbd005162cc4922cd629"
+    },
+    {
+      "path": "single_point_prediction/finance/Default_of_Credit_Card_Clients_Dataset_B1/info.json",
+      "bytes": 5016,
+      "sha256": "2a4beace74d673df1f749d98ae255bf7d67cb3c80e73f44b1fd987c4c02d1dde"
+    },
+    {
+      "path": "single_point_prediction/finance/Default_of_Credit_Card_Clients_Dataset_B1/info_mod.json",
+      "bytes": 5502,
+      "sha256": "4c8be20ecdc39b6b9016aabf6d7b4f4b65039f6064042c60a99670d3dc0b4120"
+    },
+    {
+      "path": "single_point_prediction/finance/Diamonds_B1/Diamonds_B1_001.json",
+      "bytes": 1311,
+      "sha256": "d0bef89e32b82286b19129f773cc9ca6176cd1788cbd657e35ef3155c7854c24"
+    },
+    {
+      "path": "single_point_prediction/finance/Diamonds_B1/Diamonds_B1_002.json",
+      "bytes": 1243,
+      "sha256": "10f5de54f90bb28306b7d60ff769efd7122b8b333652cbcefd1be02c35d0b59b"
+    },
+    {
+      "path": "single_point_prediction/finance/Diamonds_B1/Diamonds_B1_003.json",
+      "bytes": 1248,
+      "sha256": "994afef747d7169fcb29d3eda73061a6d1517073799bd95c4ba8acd07b637249"
+    },
+    {
+      "path": "single_point_prediction/finance/Diamonds_B1/Diamonds_B1_004.json",
+      "bytes": 1213,
+      "sha256": "6729ac2c6e8fa3a6a8e8733b11358325e85bc24de3b999ff34de0874d28299d2"
+    },
+    {
+      "path": "single_point_prediction/finance/Diamonds_B1/Diamonds_B1_005.json",
+      "bytes": 1277,
+      "sha256": "2f429bb913238eef94fc6e5fa9bc9ea4570029f39836a34b7c8e0f8c1f7937b7"
+    },
+    {
+      "path": "single_point_prediction/finance/Diamonds_B1/Diamonds_B1_006.json",
+      "bytes": 1256,
+      "sha256": "821bc037fb78d3ed0ffa27081a22eeac50af5f2c12ddf8eb2d6e5e1ab334d9c9"
+    },
+    {
+      "path": "single_point_prediction/finance/Diamonds_B1/Diamonds_B1_007.json",
+      "bytes": 1298,
+      "sha256": "852ffb7757372d76e2a78f0a90b57634121bb42ac327f5de057024067988d2df"
+    },
+    {
+      "path": "single_point_prediction/finance/Diamonds_B1/Diamonds_B1_008.json",
+      "bytes": 1300,
+      "sha256": "ed2fe9250dac07379379dcd049990b0b8c89b507c872f15578b6677b2d87783b"
+    },
+    {
+      "path": "single_point_prediction/finance/Diamonds_B1/history.csv",
+      "bytes": 2883725,
+      "sha256": "a694640e561ba7e63f03978aa2bfce13dd9beb0864fc0aeb9799a7122f5edbdf"
+    },
+    {
+      "path": "single_point_prediction/finance/Diamonds_B1/info.json",
+      "bytes": 2517,
+      "sha256": "68e72657b3f0de09bee2ba48bcfbaa5acb39b91017f99776a1fdc59227eeab0b"
+    },
+    {
+      "path": "single_point_prediction/finance/Diamonds_B1/info_mod.json",
+      "bytes": 2613,
+      "sha256": "535fa8d4ace4c2cab69ea9d8289537689ba5f79e5857c074f5ec72a5073ce05d"
+    },
+    {
+      "path": "single_point_prediction/finance/Health_Insurance_Cross_Sell_Prediction_B1/Health_Insurance_Cross_Sell_Prediction_B1_001.json",
+      "bytes": 1399,
+      "sha256": "c293dc89c08bbe554205f041111151fc4095fd82f28021ec0a4720dc15004b21"
+    },
+    {
+      "path": "single_point_prediction/finance/Health_Insurance_Cross_Sell_Prediction_B1/Health_Insurance_Cross_Sell_Prediction_B1_002.json",
+      "bytes": 1490,
+      "sha256": "09155ceedf195b2f715404dc2fb6f51bb54abdc96fd4b97314e1bc406e0547d8"
+    },
+    {
+      "path": "single_point_prediction/finance/Health_Insurance_Cross_Sell_Prediction_B1/Health_Insurance_Cross_Sell_Prediction_B1_003.json",
+      "bytes": 1454,
+      "sha256": "88cae6b85eace634a2913b1d8af713fd062c0a33489c4a1dcfb72c77f757f06a"
+    },
+    {
+      "path": "single_point_prediction/finance/Health_Insurance_Cross_Sell_Prediction_B1/Health_Insurance_Cross_Sell_Prediction_B1_004.json",
+      "bytes": 1438,
+      "sha256": "c370ab7b456541f676188546464d39b4ec66434bea40290ea219e51d12adbd62"
+    },
+    {
+      "path": "single_point_prediction/finance/Health_Insurance_Cross_Sell_Prediction_B1/Health_Insurance_Cross_Sell_Prediction_B1_005.json",
+      "bytes": 1418,
+      "sha256": "610367db578a3864a49fe5f92dffec0bb3fb39389a8fb1ced7be6b7cea50b1b9"
+    },
+    {
+      "path": "single_point_prediction/finance/Health_Insurance_Cross_Sell_Prediction_B1/Health_Insurance_Cross_Sell_Prediction_B1_006.json",
+      "bytes": 1573,
+      "sha256": "aab67dddd0f900204e0b04ea427a7fc9f345ca6d13410cded77996336afc5392"
+    },
+    {
+      "path": "single_point_prediction/finance/Health_Insurance_Cross_Sell_Prediction_B1/Health_Insurance_Cross_Sell_Prediction_B1_007.json",
+      "bytes": 1456,
+      "sha256": "4dcecee34840a38f4176ae3a36b8891014cf0aa04198dc2aed45fe7de0786281"
+    },
+    {
+      "path": "single_point_prediction/finance/Health_Insurance_Cross_Sell_Prediction_B1/Health_Insurance_Cross_Sell_Prediction_B1_008.json",
+      "bytes": 1541,
+      "sha256": "6fe837db14ce4e97d4097076d8e41a2e07c5bba6cb70f0166b7a3a2cd6c20097"
+    },
+    {
+      "path": "single_point_prediction/finance/Health_Insurance_Cross_Sell_Prediction_B1/history.csv",
+      "bytes": 21431491,
+      "sha256": "b83bdca1c18f3ac5ac27790d92c662e85654484a248f77ccce0acd52c754e0cd"
+    },
+    {
+      "path": "single_point_prediction/finance/Health_Insurance_Cross_Sell_Prediction_B1/info.json",
+      "bytes": 2931,
+      "sha256": "548a3c915946ad3dea8718f14876499368a09f966fcaf7d09cea382cdd1489e6"
+    },
+    {
+      "path": "single_point_prediction/finance/Health_Insurance_Cross_Sell_Prediction_B1/info_mod.json",
+      "bytes": 3315,
+      "sha256": "a60ead2b0abe8abb6fcef0c77aeb1cde20077a6ffbf6e2e0897752a2a03b5062"
+    },
+    {
+      "path": "single_point_prediction/finance/House_Sales_in_King_County_USA_B1/House_Sales_in_King_County_USA_B1_001.json",
+      "bytes": 1886,
+      "sha256": "583f1abf106a2ffdd1a67996aa7b55ec8df98b252d7dc6585bdd57c4a935d832"
+    },
+    {
+      "path": "single_point_prediction/finance/House_Sales_in_King_County_USA_B1/House_Sales_in_King_County_USA_B1_002.json",
+      "bytes": 1956,
+      "sha256": "45bc09f53661e529fd528bc4d0383de6f95d32e0da42a0576c35ddf8cad218dd"
+    },
+    {
+      "path": "single_point_prediction/finance/House_Sales_in_King_County_USA_B1/House_Sales_in_King_County_USA_B1_003.json",
+      "bytes": 1805,
+      "sha256": "98039109747bddb0e132c6ee69ee26284944ca0e0b98d1c719c38f86f3a72a27"
+    },
+    {
+      "path": "single_point_prediction/finance/House_Sales_in_King_County_USA_B1/House_Sales_in_King_County_USA_B1_004.json",
+      "bytes": 1950,
+      "sha256": "74dd9ea1c36ed4e4280efd09aabb1e0e3839a44d3a7f56f5119f07e54f6c0760"
+    },
+    {
+      "path": "single_point_prediction/finance/House_Sales_in_King_County_USA_B1/House_Sales_in_King_County_USA_B1_005.json",
+      "bytes": 1862,
+      "sha256": "dfb37520e0c8d8038344d59d7a163950cae2a5127730c66853968d383d0eb4e2"
+    },
+    {
+      "path": "single_point_prediction/finance/House_Sales_in_King_County_USA_B1/House_Sales_in_King_County_USA_B1_006.json",
+      "bytes": 1878,
+      "sha256": "0ebccbe4e51aeb0b9a49bcad6792841e538c21ced7e798a3ce21bda34054300c"
+    },
+    {
+      "path": "single_point_prediction/finance/House_Sales_in_King_County_USA_B1/House_Sales_in_King_County_USA_B1_007.json",
+      "bytes": 1814,
+      "sha256": "76972c677786fc9a309592244a89ad1162189cf8370c023894de7b50eaf152fe"
+    },
+    {
+      "path": "single_point_prediction/finance/House_Sales_in_King_County_USA_B1/House_Sales_in_King_County_USA_B1_008.json",
+      "bytes": 1994,
+      "sha256": "b5806b5d634dcbae27ae6050c1014e1abcd92963d2025f3b96da538cc7b7caad"
+    },
+    {
+      "path": "single_point_prediction/finance/House_Sales_in_King_County_USA_B1/history.csv",
+      "bytes": 2430404,
+      "sha256": "b31341af6bd92953d24ac84cda293bf9e53999aad3471e2db13abce724a6be56"
+    },
+    {
+      "path": "single_point_prediction/finance/House_Sales_in_King_County_USA_B1/info.json",
+      "bytes": 3853,
+      "sha256": "dab7dfe6a9236af83c08a516bc70117de0d2d13ec235cf828d02839042338269"
+    },
+    {
+      "path": "single_point_prediction/finance/House_Sales_in_King_County_USA_B1/info_mod.json",
+      "bytes": 4435,
+      "sha256": "bf301510f1673166ba4ad126cb17bd33465e538b9674b01f71399a0c4398c0a4"
+    },
+    {
+      "path": "single_point_prediction/finance/Mall_Customer_Segmentation_Data_B1/Mall_Customer_Segmentation_Data_B1_001.json",
+      "bytes": 1025,
+      "sha256": "0721677c9f6016ac573fde0d306b97f4d628787b1d79b22c5c7f641a73dd3dab"
+    },
+    {
+      "path": "single_point_prediction/finance/Mall_Customer_Segmentation_Data_B1/Mall_Customer_Segmentation_Data_B1_002.json",
+      "bytes": 1029,
+      "sha256": "0e6b1e5b868a4687f369830f3dbb1306e9f3dfac01ab761a5c9e5f10ccc147d3"
+    },
+    {
+      "path": "single_point_prediction/finance/Mall_Customer_Segmentation_Data_B1/Mall_Customer_Segmentation_Data_B1_003.json",
+      "bytes": 970,
+      "sha256": "ed11f3edfa3fd7428a88cb32a268ab83ad5c2414acbfa77dbc250ab1942530a5"
+    },
+    {
+      "path": "single_point_prediction/finance/Mall_Customer_Segmentation_Data_B1/Mall_Customer_Segmentation_Data_B1_004.json",
+      "bytes": 1051,
+      "sha256": "d49d995ffc05eb925750e4c52ca15f59152b016bd955a1dbaaafa397517a27e3"
+    },
+    {
+      "path": "single_point_prediction/finance/Mall_Customer_Segmentation_Data_B1/Mall_Customer_Segmentation_Data_B1_005.json",
+      "bytes": 1067,
+      "sha256": "06a7802a9c95c54f5e1be11ccbf7a333ef44d92005c375605592226c0a5b32d0"
+    },
+    {
+      "path": "single_point_prediction/finance/Mall_Customer_Segmentation_Data_B1/Mall_Customer_Segmentation_Data_B1_006.json",
+      "bytes": 995,
+      "sha256": "e34d268bafafe7fd8eb1bf9912499933969877a3c3d5c622d5be153ca2ab5569"
+    },
+    {
+      "path": "single_point_prediction/finance/Mall_Customer_Segmentation_Data_B1/Mall_Customer_Segmentation_Data_B1_007.json",
+      "bytes": 1091,
+      "sha256": "ebbff963a76fadb7a62e69f615dc4bce947e4bdb26a6ea24c984bdc379a5d423"
+    },
+    {
+      "path": "single_point_prediction/finance/Mall_Customer_Segmentation_Data_B1/Mall_Customer_Segmentation_Data_B1_008.json",
+      "bytes": 1047,
+      "sha256": "e9f04d98b35d589287388b7273a518683cd2ee63941ba742755b75805315a515"
+    },
+    {
+      "path": "single_point_prediction/finance/Mall_Customer_Segmentation_Data_B1/history.csv",
+      "bytes": 3492,
+      "sha256": "ad10bff7c62554c1f57b501e66e5df9e3e8bb77c0d48b4cc7a2fbf1bf0ad7015"
+    },
+    {
+      "path": "single_point_prediction/finance/Mall_Customer_Segmentation_Data_B1/info.json",
+      "bytes": 1563,
+      "sha256": "7b73341cc9e3f14a35eab955b21e67f76a48a88e34b4589d990bcf3c0d05f0ae"
+    },
+    {
+      "path": "single_point_prediction/finance/Mall_Customer_Segmentation_Data_B1/info_mod.json",
+      "bytes": 1631,
+      "sha256": "19a8ea30e94e9c642560de2aec0e77f322e4f2406f292fcd0b1d695f661fef8b"
+    },
+    {
+      "path": "single_point_prediction/finance/Supermarket_store_branches_sales_analysis_B1/Supermarket_store_branches_sales_analysis_B1_001.json",
+      "bytes": 1195,
+      "sha256": "466d370f48b5791f06426e2d55cabb2811bdad8aa337aa66e032dd49f72d3b1b"
+    },
+    {
+      "path": "single_point_prediction/finance/Supermarket_store_branches_sales_analysis_B1/Supermarket_store_branches_sales_analysis_B1_002.json",
+      "bytes": 1132,
+      "sha256": "96d0faaf41dbc598ab751d6d675897c247f84cdb7e2c169a8f9780a93a4f8ff3"
+    },
+    {
+      "path": "single_point_prediction/finance/Supermarket_store_branches_sales_analysis_B1/Supermarket_store_branches_sales_analysis_B1_003.json",
+      "bytes": 1091,
+      "sha256": "8384e8accf7882da006b2ee35ac9da640c58045a191a84340239684001e731eb"
+    },
+    {
+      "path": "single_point_prediction/finance/Supermarket_store_branches_sales_analysis_B1/Supermarket_store_branches_sales_analysis_B1_004.json",
+      "bytes": 1125,
+      "sha256": "4f428a57b23a1dcf82f79edaeb6404e42d81507b23c49c9ba642d0fbc3e470b2"
+    },
+    {
+      "path": "single_point_prediction/finance/Supermarket_store_branches_sales_analysis_B1/Supermarket_store_branches_sales_analysis_B1_005.json",
+      "bytes": 1260,
+      "sha256": "b02573d3584925ab11c1e4e6f16a75eafaad63d18e73fd2b7399b4deaa588201"
+    },
+    {
+      "path": "single_point_prediction/finance/Supermarket_store_branches_sales_analysis_B1/Supermarket_store_branches_sales_analysis_B1_006.json",
+      "bytes": 1201,
+      "sha256": "b76fceec523992fbb6d84091570ed008650698d332240e1bc3b2450049ab630e"
+    },
+    {
+      "path": "single_point_prediction/finance/Supermarket_store_branches_sales_analysis_B1/Supermarket_store_branches_sales_analysis_B1_007.json",
+      "bytes": 1133,
+      "sha256": "b30db3c1ae87b05d4659c0de23868fea344c51e6afe5f7c5b23a7258c90ac63e"
+    },
+    {
+      "path": "single_point_prediction/finance/Supermarket_store_branches_sales_analysis_B1/Supermarket_store_branches_sales_analysis_B1_008.json",
+      "bytes": 1214,
+      "sha256": "e1899885cc10e10a0b8ecbc6080b03a919aff62404d57f6e50f174b52ad1b531"
+    },
+    {
+      "path": "single_point_prediction/finance/Supermarket_store_branches_sales_analysis_B1/history.csv",
+      "bytes": 21272,
+      "sha256": "fac943945dcbfc4d6fe069aa767bc2757d1c900e3a4fda5f5a0ca5b70de341c9"
+    },
+    {
+      "path": "single_point_prediction/finance/Supermarket_store_branches_sales_analysis_B1/info.json",
+      "bytes": 1610,
+      "sha256": "916ffba23c7e5a3a5209a002469fe5a34100781efef75b4386ded10d86547059"
+    },
+    {
+      "path": "single_point_prediction/finance/Supermarket_store_branches_sales_analysis_B1/info_mod.json",
+      "bytes": 1663,
+      "sha256": "65bfa151e8e3292ad22a942a710c1f1d41c4f9a5ff3e00d357d6b83a3479c9b1"
+    },
+    {
+      "path": "single_point_prediction/finance/Telco_Customer_Churn_B1/Telco_Customer_Churn_B1_001.json",
+      "bytes": 2059,
+      "sha256": "678d7bc03898d62ed1039d2f6cd7c2a963c6794ab2f11bb48b7201eb68313a22"
+    },
+    {
+      "path": "single_point_prediction/finance/Telco_Customer_Churn_B1/Telco_Customer_Churn_B1_002.json",
+      "bytes": 1954,
+      "sha256": "1dd46dc8bfcedcc64743911c6ecb19b2f3fd8cdff5256c468a6907c78f39a292"
+    },
+    {
+      "path": "single_point_prediction/finance/Telco_Customer_Churn_B1/Telco_Customer_Churn_B1_003.json",
+      "bytes": 1753,
+      "sha256": "0549df3ee9756476de0fe1ff372d3a29a56bdda6a35deae204d3fc9cbb545cb2"
+    },
+    {
+      "path": "single_point_prediction/finance/Telco_Customer_Churn_B1/Telco_Customer_Churn_B1_004.json",
+      "bytes": 1938,
+      "sha256": "3301d368ac2681c92a43236d49fd82f0524c873016f303d1bc4fb6bd8d80265c"
+    },
+    {
+      "path": "single_point_prediction/finance/Telco_Customer_Churn_B1/Telco_Customer_Churn_B1_005.json",
+      "bytes": 1994,
+      "sha256": "b16ff61e2165dc9f59e7aaf2636eea473fb9716424d037c1361a20aeeec5cd25"
+    },
+    {
+      "path": "single_point_prediction/finance/Telco_Customer_Churn_B1/Telco_Customer_Churn_B1_006.json",
+      "bytes": 1987,
+      "sha256": "09e28201843e7e13510eb1c505b1f73e452ae320f12d6dfb54f819b7f2549a61"
+    },
+    {
+      "path": "single_point_prediction/finance/Telco_Customer_Churn_B1/Telco_Customer_Churn_B1_007.json",
+      "bytes": 1858,
+      "sha256": "d2f9d18105326f06b086427d06ab2db91554ec27ccaf77ec7e50eb7331ececee"
+    },
+    {
+      "path": "single_point_prediction/finance/Telco_Customer_Churn_B1/Telco_Customer_Churn_B1_008.json",
+      "bytes": 1900,
+      "sha256": "d427c5bf45dd428b63dbd229152e98adb0546955b92d37bc622a9cfcae6d43a3"
+    },
+    {
+      "path": "single_point_prediction/finance/Telco_Customer_Churn_B1/history.csv",
+      "bytes": 969253,
+      "sha256": "c9c764fb23785b72a2c231a5cc591f0e854ceaee9404f00627ab5a6227cedaf7"
+    },
+    {
+      "path": "single_point_prediction/finance/Telco_Customer_Churn_B1/info.json",
+      "bytes": 4613,
+      "sha256": "935c6923abe1c4c34ff294f86e9be235144355db716ae3dfd207ff6008886a49"
+    },
+    {
+      "path": "single_point_prediction/finance/Telco_Customer_Churn_B1/info_mod.json",
+      "bytes": 5637,
+      "sha256": "5fe14755af8cb0530bd227bc30fbd9347167cc3fbae9299c60d9fd75a3064475"
+    },
+    {
+      "path": "single_point_prediction/finance/Used_Cars_Dataset_B1/Used_Cars_Dataset_B1_001.json",
+      "bytes": 2197,
+      "sha256": "ac7640fa8e8530516ab17dd52d7e26f14a3e99d2f403cd1452266bd3120f7fad"
+    },
+    {
+      "path": "single_point_prediction/finance/Used_Cars_Dataset_B1/Used_Cars_Dataset_B1_002.json",
+      "bytes": 2465,
+      "sha256": "aabdec337083ef3a441e6ae8f92cc0dcf58a34da6366223d64e488f01e5d7f39"
+    },
+    {
+      "path": "single_point_prediction/finance/Used_Cars_Dataset_B1/Used_Cars_Dataset_B1_003.json",
+      "bytes": 6166,
+      "sha256": "25a2a0a8688fc60356b208adb898acf8c937de6c767a9f6e7f2aa560e7730802"
+    },
+    {
+      "path": "single_point_prediction/finance/Used_Cars_Dataset_B1/Used_Cars_Dataset_B1_004.json",
+      "bytes": 3473,
+      "sha256": "192da31bd73f37295a3becff9d9acd7aa69b7afaeba16ac7b5a90398d5b35c27"
+    },
+    {
+      "path": "single_point_prediction/finance/Used_Cars_Dataset_B1/Used_Cars_Dataset_B1_005.json",
+      "bytes": 2051,
+      "sha256": "ecfdc7168ecfae8f8351cd7a2c2e981e7826fde51be748ce6f9fbdd3c39ac09d"
+    },
+    {
+      "path": "single_point_prediction/finance/Used_Cars_Dataset_B1/Used_Cars_Dataset_B1_006.json",
+      "bytes": 5416,
+      "sha256": "1e7ee55b06a4f26042333b3551b5d52c472f9ee2ef3616df7ebc757d4093f9fd"
+    },
+    {
+      "path": "single_point_prediction/finance/Used_Cars_Dataset_B1/Used_Cars_Dataset_B1_007.json",
+      "bytes": 2635,
+      "sha256": "7fef0b86dbed5e23bc01b581979ed4d9d1a140fdcc31296289453b1ee5b16ba6"
+    },
+    {
+      "path": "single_point_prediction/finance/Used_Cars_Dataset_B1/Used_Cars_Dataset_B1_008.json",
+      "bytes": 12169,
+      "sha256": "338f87a9bce4a24bf7eda44a53eacc7e655d4736b54356a1403c3784c905a845"
+    },
+    {
+      "path": "single_point_prediction/finance/Used_Cars_Dataset_B1/history.csv",
+      "bytes": 1449192737,
+      "sha256": "c32368b7d693b560311129e3ef9e92527b5762c28a38fcb1bf618bc3d88bc06f"
+    },
+    {
+      "path": "single_point_prediction/finance/Used_Cars_Dataset_B1/info.json",
+      "bytes": 20022,
+      "sha256": "747854609e9637e5de068ec584631fe8ade68f65cac645a2d360b8a7afdd8bc7"
+    },
+    {
+      "path": "single_point_prediction/finance/Used_Cars_Dataset_B1/info_mod.json",
+      "bytes": 8436,
+      "sha256": "96e1b9d5a7755e63c189eea0857820adf86603c80e921f58801b009445c6ae8e"
+    },
+    {
+      "path": "single_point_prediction/medical/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B1/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B1_001.json",
+      "bytes": 2917,
+      "sha256": "53ec79860a3824afd13765774e1e7937de3fa07a0dd199cdd48087a0de7dd629"
+    },
+    {
+      "path": "single_point_prediction/medical/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B1/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B1_002.json",
+      "bytes": 2983,
+      "sha256": "9bb3b052029939fe34d0f9b8fbc5d045d6f23c9d6c214cb715f0b31f45c2e238"
+    },
+    {
+      "path": "single_point_prediction/medical/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B1/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B1_003.json",
+      "bytes": 2800,
+      "sha256": "f293610f4acd864e68805278755dc199cd9cdb3b33ee0c24ffb0e7c6a5bb119b"
+    },
+    {
+      "path": "single_point_prediction/medical/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B1/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B1_004.json",
+      "bytes": 2757,
+      "sha256": "de62ec95e81e5b42ed853901c8a9e214812be7d61d5fee4d1cc99b5fb1a7dfdf"
+    },
+    {
+      "path": "single_point_prediction/medical/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B1/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B1_005.json",
+      "bytes": 2791,
+      "sha256": "274e8483036351abaf313bda98dcf893240223ba67b5000cd39ce8c2456b49c6"
+    },
+    {
+      "path": "single_point_prediction/medical/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B1/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B1_006.json",
+      "bytes": 3153,
+      "sha256": "35b6b6515d6210aa99cb0694c2050daca4931e219a2d4fe5dd5e06ebfc32cafc"
+    },
+    {
+      "path": "single_point_prediction/medical/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B1/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B1_007.json",
+      "bytes": 2818,
+      "sha256": "7190f174910d5150602560e5a8afd121064c5d828145def33b24052c8631025e"
+    },
+    {
+      "path": "single_point_prediction/medical/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B1/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B1_008.json",
+      "bytes": 2979,
+      "sha256": "4e1accd6f2db0ade85dcd763bffacc5fa7ce9569bdbe55b5f355b7d53aa56dec"
+    },
+    {
+      "path": "single_point_prediction/medical/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B1/history.csv",
+      "bytes": 122626,
+      "sha256": "2913a58f482dc6cd7f8ae9a6a5ca56e8f4401b4afa2f6e6ae36050bd71ff7b7e"
+    },
+    {
+      "path": "single_point_prediction/medical/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B1/info.json",
+      "bytes": 6645,
+      "sha256": "4415cc28dd1b08caed01d6b1ec58ac5f75a12167436b260fddb505caa623ce22"
+    },
+    {
+      "path": "single_point_prediction/medical/Breast_Cancer_Wisconsin_(Diagnostic)_Data_Set_B1/info_mod.json",
+      "bytes": 8192,
+      "sha256": "2c01a542c0427227d097aa545bc4102b6db4435a08187adf46dfa73369236915"
+    },
+    {
+      "path": "single_point_prediction/medical/Diabetes_Dataset_B1/Diabetes_Dataset_B1_001.json",
+      "bytes": 1334,
+      "sha256": "b2c002dd8b9c33da1f6821b210156c4329ad9cab7f4511f04d77506288be39b5"
+    },
+    {
+      "path": "single_point_prediction/medical/Diabetes_Dataset_B1/Diabetes_Dataset_B1_002.json",
+      "bytes": 1235,
+      "sha256": "35581266f60b97e4263013eab03bd5a9a4b9137f624b4d278372c98b6a34ee98"
+    },
+    {
+      "path": "single_point_prediction/medical/Diabetes_Dataset_B1/Diabetes_Dataset_B1_003.json",
+      "bytes": 1338,
+      "sha256": "a6049a7216da20c18092735aa14a0c3584dc5df5a36e984fa293ca83efaf06dc"
+    },
+    {
+      "path": "single_point_prediction/medical/Diabetes_Dataset_B1/Diabetes_Dataset_B1_004.json",
+      "bytes": 1392,
+      "sha256": "5071014c3b7994e3a5acbebf68f6c384b918816bdcd9d9d2b355a07907adfb20"
+    },
+    {
+      "path": "single_point_prediction/medical/Diabetes_Dataset_B1/Diabetes_Dataset_B1_005.json",
+      "bytes": 1372,
+      "sha256": "9f26a96e9a6f0d985371cf2e34332a61e61cfdaa7c5af97145e0310698ea7d09"
+    },
+    {
+      "path": "single_point_prediction/medical/Diabetes_Dataset_B1/Diabetes_Dataset_B1_006.json",
+      "bytes": 1301,
+      "sha256": "46392ddc4ae07360b0f33a475dd6e3855353e9759ad4fb7d2a99b54c2a035012"
+    },
+    {
+      "path": "single_point_prediction/medical/Diabetes_Dataset_B1/Diabetes_Dataset_B1_007.json",
+      "bytes": 1342,
+      "sha256": "705f892df14be7c7a722b95c3b0992845848c5412f3f4af4963a69e3946b268a"
+    },
+    {
+      "path": "single_point_prediction/medical/Diabetes_Dataset_B1/Diabetes_Dataset_B1_008.json",
+      "bytes": 1450,
+      "sha256": "2165892010f05eb72eea9a65a4b18753de4101184777db8fe46a46381d6d7fe2"
+    },
+    {
+      "path": "single_point_prediction/medical/Diabetes_Dataset_B1/history.csv",
+      "bytes": 22814,
+      "sha256": "30f25a262e8f0e3c7757ca31d98a617b49e09bd8065dd70f527fe7ad96f528cf"
+    },
+    {
+      "path": "single_point_prediction/medical/Diabetes_Dataset_B1/info.json",
+      "bytes": 2136,
+      "sha256": "e169768b9faf4694c7985161c65db6f8aee834502637b9aed1ab96211a827cee"
+    },
+    {
+      "path": "single_point_prediction/medical/Diabetes_Dataset_B1/info_mod.json",
+      "bytes": 2288,
+      "sha256": "1f9f463737aa25ea26f95224e9b7900a037a6d494576495957a234269875befe"
+    },
+    {
+      "path": "single_point_prediction/medical/Diabetes_prediction_dataset_B1/Diabetes_prediction_dataset_B1_001.json",
+      "bytes": 1230,
+      "sha256": "8e3866ed8d5b94e3f01c1d18e82bd4e6c15882a41dd894026d90ccb60aaab99d"
+    },
+    {
+      "path": "single_point_prediction/medical/Diabetes_prediction_dataset_B1/Diabetes_prediction_dataset_B1_002.json",
+      "bytes": 1295,
+      "sha256": "202e3e18696a1af7ff2168fa02f4b5693b65ee5ab71d2e302e47527aa874ea76"
+    },
+    {
+      "path": "single_point_prediction/medical/Diabetes_prediction_dataset_B1/Diabetes_prediction_dataset_B1_003.json",
+      "bytes": 1315,
+      "sha256": "f0aea142475b632a577389f20b7f410d9aab7beb965ac28e4fa4c997379f9f3b"
+    },
+    {
+      "path": "single_point_prediction/medical/Diabetes_prediction_dataset_B1/Diabetes_prediction_dataset_B1_004.json",
+      "bytes": 1246,
+      "sha256": "fa3c95cff0006003372474e5d56db1ff31cfc33aad2bd5cd0e3c6dd32bf0581a"
+    },
+    {
+      "path": "single_point_prediction/medical/Diabetes_prediction_dataset_B1/Diabetes_prediction_dataset_B1_005.json",
+      "bytes": 1378,
+      "sha256": "405e2f3d1ef957b6af1bc498bf70c1ecc29cbe9ace7e4959acfebed947bf07a9"
+    },
+    {
+      "path": "single_point_prediction/medical/Diabetes_prediction_dataset_B1/Diabetes_prediction_dataset_B1_006.json",
+      "bytes": 1350,
+      "sha256": "095c4497aec542f688333ddc6d9460de182250edff280ad0907596f200fa5a3c"
+    },
+    {
+      "path": "single_point_prediction/medical/Diabetes_prediction_dataset_B1/Diabetes_prediction_dataset_B1_007.json",
+      "bytes": 1280,
+      "sha256": "fb479ca225ef4c85f1c5e26d288513cdf4e9ed27bf49712f12c3a0ecaafda78a"
+    },
+    {
+      "path": "single_point_prediction/medical/Diabetes_prediction_dataset_B1/Diabetes_prediction_dataset_B1_008.json",
+      "bytes": 1265,
+      "sha256": "022583b59ddb79654150b02cc7c31aa93998a89dbe236135ce166848c305a8f9"
+    },
+    {
+      "path": "single_point_prediction/medical/Diabetes_prediction_dataset_B1/history.csv",
+      "bytes": 3809747,
+      "sha256": "378321ee698b0a9b893b28b72e44553bee1c8e076351b32fcc7381da7915082e"
+    },
+    {
+      "path": "single_point_prediction/medical/Diabetes_prediction_dataset_B1/info.json",
+      "bytes": 3724,
+      "sha256": "ea49056b54804ca28ac6a2ef0078fa6769a354bd076f1fab1716e9b94aed997b"
+    },
+    {
+      "path": "single_point_prediction/medical/Diabetes_prediction_dataset_B1/info_mod.json",
+      "bytes": 3677,
+      "sha256": "8f86cf7eec2730c47406393fcb8fb9cc40e4080b0e70c5549ab7d7778b6eb56a"
+    },
+    {
+      "path": "single_point_prediction/medical/Heart_Failure_Prediction_B1/Heart_Failure_Prediction_B1_001.json",
+      "bytes": 1442,
+      "sha256": "a4684831d0e15de22db7a7a42c2b2980f5722a8aadad0d59ba3ae2541bd6ed85"
+    },
+    {
+      "path": "single_point_prediction/medical/Heart_Failure_Prediction_B1/Heart_Failure_Prediction_B1_002.json",
+      "bytes": 1628,
+      "sha256": "ed61424e6b553f345515e6a6d4f2c45ca91dee0e3009403fcc98e15e1c157ba3"
+    },
+    {
+      "path": "single_point_prediction/medical/Heart_Failure_Prediction_B1/Heart_Failure_Prediction_B1_003.json",
+      "bytes": 1472,
+      "sha256": "db5a5b6cb9272c8a81d3e366e9b2c6f1b8af41a0987584ca923550bbda340baa"
+    },
+    {
+      "path": "single_point_prediction/medical/Heart_Failure_Prediction_B1/Heart_Failure_Prediction_B1_004.json",
+      "bytes": 1477,
+      "sha256": "4dcd7ced5f6f5fdc298d4042ad20e0a758a7c966d45b11ea31fb95ca3add0dd3"
+    },
+    {
+      "path": "single_point_prediction/medical/Heart_Failure_Prediction_B1/Heart_Failure_Prediction_B1_005.json",
+      "bytes": 1465,
+      "sha256": "b472d85b9fdb0bbf80f656f684942ea443e14e5b7c7b17901a84b2d6ec3ff3ce"
+    },
+    {
+      "path": "single_point_prediction/medical/Heart_Failure_Prediction_B1/Heart_Failure_Prediction_B1_006.json",
+      "bytes": 1630,
+      "sha256": "13376e2570a52b56ddb8cbd8d215ebce7a93f56476e28d1a4da5ec34cd3c402d"
+    },
+    {
+      "path": "single_point_prediction/medical/Heart_Failure_Prediction_B1/Heart_Failure_Prediction_B1_007.json",
+      "bytes": 1565,
+      "sha256": "aa22742f379ce185d8b3ce3198c18f57392fdf42be809a76d6df5327cddc7632"
+    },
+    {
+      "path": "single_point_prediction/medical/Heart_Failure_Prediction_B1/Heart_Failure_Prediction_B1_008.json",
+      "bytes": 1684,
+      "sha256": "a6d0ae3689e192b357a6994cf6dda59c515a4c1bbb45e54d29f2da6b46d2680a"
+    },
+    {
+      "path": "single_point_prediction/medical/Heart_Failure_Prediction_B1/history.csv",
+      "bytes": 12831,
+      "sha256": "40378f595e2bdc463e3d04f1231266d17c52a72555eb8409773eed89f912ff89"
+    },
+    {
+      "path": "single_point_prediction/medical/Heart_Failure_Prediction_B1/info.json",
+      "bytes": 2936,
+      "sha256": "61aebcb54fda2f6fdd359fb65216acf7c5dd059900f3e236ff8d823535fce888"
+    },
+    {
+      "path": "single_point_prediction/medical/Heart_Failure_Prediction_B1/info_mod.json",
+      "bytes": 3302,
+      "sha256": "fa753a95f16f11c59b3f89edb61bd5f361c1db9e07b2ff5c9a2c89bebf6904ae"
+    },
+    {
+      "path": "single_point_prediction/medical/Heart_Failure_Prediction_Dataset_B1/Heart_Failure_Prediction_Dataset_B1_001.json",
+      "bytes": 1415,
+      "sha256": "15701a9a82df62b941cb4511fcf99ed30179a6502acda720a4cfcc4652dd43af"
+    },
+    {
+      "path": "single_point_prediction/medical/Heart_Failure_Prediction_Dataset_B1/Heart_Failure_Prediction_Dataset_B1_002.json",
+      "bytes": 1537,
+      "sha256": "5909b788f6adbedfd6a2fd7adcb2982682bd3b565eb735b122794d3181d15e9c"
+    },
+    {
+      "path": "single_point_prediction/medical/Heart_Failure_Prediction_Dataset_B1/Heart_Failure_Prediction_Dataset_B1_003.json",
+      "bytes": 1426,
+      "sha256": "00463542912ef2726e933b2a4cd2287ad0aae109f1e2ea9ea68693eef6e941fe"
+    },
+    {
+      "path": "single_point_prediction/medical/Heart_Failure_Prediction_Dataset_B1/Heart_Failure_Prediction_Dataset_B1_004.json",
+      "bytes": 1538,
+      "sha256": "22f502c9408c91eaa79bfadcd7101e9a9d22de00301a5372a73855dd616eafdf"
+    },
+    {
+      "path": "single_point_prediction/medical/Heart_Failure_Prediction_Dataset_B1/Heart_Failure_Prediction_Dataset_B1_005.json",
+      "bytes": 1436,
+      "sha256": "191021ceca2615ad45ad11ed15cd7a35b17749d1f8171deb36443c9dc3411126"
+    },
+    {
+      "path": "single_point_prediction/medical/Heart_Failure_Prediction_Dataset_B1/Heart_Failure_Prediction_Dataset_B1_006.json",
+      "bytes": 1523,
+      "sha256": "09c4c169771eac1aa06e218b80e0e4e6a52f7577d476355852137938ca0b1637"
+    },
+    {
+      "path": "single_point_prediction/medical/Heart_Failure_Prediction_Dataset_B1/Heart_Failure_Prediction_Dataset_B1_007.json",
+      "bytes": 1583,
+      "sha256": "56facdd3e88331e45acb707cb6ecb784b7dee76a1aeeaa3cfbb3581d0da8dbb4"
+    },
+    {
+      "path": "single_point_prediction/medical/Heart_Failure_Prediction_Dataset_B1/Heart_Failure_Prediction_Dataset_B1_008.json",
+      "bytes": 1569,
+      "sha256": "ad682894298b7d397500ec97814f43f8b8935922797e66a710dcd6eb7f9e5584"
+    },
+    {
+      "path": "single_point_prediction/medical/Heart_Failure_Prediction_Dataset_B1/history.csv",
+      "bytes": 36423,
+      "sha256": "0df04e46a48ae6ca29256b6a02c971fc88a2d6fd8e67eaeba3dbb9dfa3d06dcf"
+    },
+    {
+      "path": "single_point_prediction/medical/Heart_Failure_Prediction_Dataset_B1/info.json",
+      "bytes": 3090,
+      "sha256": "315c49b0def00d1b1e90bdd278119b3fc56ab61ce7cbec75a135f714a79b283b"
+    },
+    {
+      "path": "single_point_prediction/medical/Heart_Failure_Prediction_Dataset_B1/info_mod.json",
+      "bytes": 3389,
+      "sha256": "ee2896104ca8f875457c357cb20547d3366907a1fe6d5603a1d90fa86988c8fb"
+    },
+    {
+      "path": "single_point_prediction/medical/Indicators_of_Heart_Disease_(2022_UPDATE)_B1/Indicators_of_Heart_Disease_(2022_UPDATE)_B1_001.json",
+      "bytes": 3121,
+      "sha256": "2c5bc16e735f04a2dd09786e762aba6c174acc0911867c84d3cafefa1cea2ab2"
+    },
+    {
+      "path": "single_point_prediction/medical/Indicators_of_Heart_Disease_(2022_UPDATE)_B1/Indicators_of_Heart_Disease_(2022_UPDATE)_B1_002.json",
+      "bytes": 3034,
+      "sha256": "e3b63a3bec78ba1b97f51e99190a155510beaec065052e5cd7d670c025acfc91"
+    },
+    {
+      "path": "single_point_prediction/medical/Indicators_of_Heart_Disease_(2022_UPDATE)_B1/Indicators_of_Heart_Disease_(2022_UPDATE)_B1_003.json",
+      "bytes": 2805,
+      "sha256": "faabdf7544a13de48ecdbdd503baf1d67068105c080d5699f792f00962ff0caf"
+    },
+    {
+      "path": "single_point_prediction/medical/Indicators_of_Heart_Disease_(2022_UPDATE)_B1/Indicators_of_Heart_Disease_(2022_UPDATE)_B1_004.json",
+      "bytes": 3061,
+      "sha256": "9958c6db68bb9b9b735c6ac345ff522f4183962da1b7fa2a6856efa9287e406b"
+    },
+    {
+      "path": "single_point_prediction/medical/Indicators_of_Heart_Disease_(2022_UPDATE)_B1/Indicators_of_Heart_Disease_(2022_UPDATE)_B1_005.json",
+      "bytes": 3053,
+      "sha256": "c29ada4206c830770d3502f41b0d255d251224f724a1817ee64b3c4e7da3b46e"
+    },
+    {
+      "path": "single_point_prediction/medical/Indicators_of_Heart_Disease_(2022_UPDATE)_B1/Indicators_of_Heart_Disease_(2022_UPDATE)_B1_006.json",
+      "bytes": 3395,
+      "sha256": "887d4aa2cfe4ccfc6a0f3e8a16982b50eb935e6f0badc378f8fc967950eee68c"
+    },
+    {
+      "path": "single_point_prediction/medical/Indicators_of_Heart_Disease_(2022_UPDATE)_B1/Indicators_of_Heart_Disease_(2022_UPDATE)_B1_007.json",
+      "bytes": 2786,
+      "sha256": "47dc9bd5a9f74dba362b49abc7b8e95de40b0495f210ec8f20f11709ec6723e4"
+    },
+    {
+      "path": "single_point_prediction/medical/Indicators_of_Heart_Disease_(2022_UPDATE)_B1/Indicators_of_Heart_Disease_(2022_UPDATE)_B1_008.json",
+      "bytes": 2913,
+      "sha256": "ac436301302cd268d0d7fc2ae8afafd8b2be4385200c6c7739098ff1c2974dca"
+    },
+    {
+      "path": "single_point_prediction/medical/Indicators_of_Heart_Disease_(2022_UPDATE)_B1/history.csv",
+      "bytes": 81732992,
+      "sha256": "3d1fa1bd7825ed97fe6d3be3bf3396c838adc7773e348abec42b08aa04b90a01"
+    },
+    {
+      "path": "single_point_prediction/medical/Indicators_of_Heart_Disease_(2022_UPDATE)_B1/info.json",
+      "bytes": 22338,
+      "sha256": "de4ca4f42ccb98ad732a06271543f498e23e5f0f51dea9ece2b171ffc569fa65"
+    },
+    {
+      "path": "single_point_prediction/medical/Indicators_of_Heart_Disease_(2022_UPDATE)_B1/info_mod.json",
+      "bytes": 19795,
+      "sha256": "27e3becfd40c0a7ca8424029d04e3c053f893c32c2c741fd2fa02418ce08a361"
+    },
+    {
+      "path": "single_point_prediction/medical/Life_Expectancy_(WHO)_B1/Life_Expectancy_(WHO)_B1_002.json",
+      "bytes": 2080,
+      "sha256": "9cac0359c601d0466f05a56d7a0eb1c5a0e3852f3bd7d7c7f5622a6da4718c8b"
+    },
+    {
+      "path": "single_point_prediction/medical/Life_Expectancy_(WHO)_B1/Life_Expectancy_(WHO)_B1_003.json",
+      "bytes": 2029,
+      "sha256": "ac1e388af3edd0604f54779b68d422a16b4aa0f5ab9257f29ffb939e330ac6bd"
+    },
+    {
+      "path": "single_point_prediction/medical/Life_Expectancy_(WHO)_B1/Life_Expectancy_(WHO)_B1_004.json",
+      "bytes": 2317,
+      "sha256": "529c8c8d5904909a6e6fe205168d4e7d55a100437ddb49138875bea4a61fabb8"
+    },
+    {
+      "path": "single_point_prediction/medical/Life_Expectancy_(WHO)_B1/Life_Expectancy_(WHO)_B1_005.json",
+      "bytes": 2108,
+      "sha256": "1a482680abc10d0ee40bfd4bf3ce5039770beb94285e6735c1c369571fd4d411"
+    },
+    {
+      "path": "single_point_prediction/medical/Life_Expectancy_(WHO)_B1/Life_Expectancy_(WHO)_B1_006.json",
+      "bytes": 1962,
+      "sha256": "c0edc62862b0b94d550f1a76cafddc00cfb2d359850f8c08e432e00b40c61b9c"
+    },
+    {
+      "path": "single_point_prediction/medical/Life_Expectancy_(WHO)_B1/Life_Expectancy_(WHO)_B1_007.json",
+      "bytes": 1969,
+      "sha256": "a3f709e809cf991187b231a79fcc7ddc57561c020c5324b539b2d4fbe0d81430"
+    },
+    {
+      "path": "single_point_prediction/medical/Life_Expectancy_(WHO)_B1/history.csv",
+      "bytes": 360517,
+      "sha256": "5bbc923b177861070a8a3c6f307ae59543da5401d0250fc456cfde7134612981"
+    },
+    {
+      "path": "single_point_prediction/medical/Life_Expectancy_(WHO)_B1/info.json",
+      "bytes": 22112,
+      "sha256": "1782ea43c9f55618daecfe634e0cc54b1d51088fecdec5c4c0a6d66b329dcb3d"
+    },
+    {
+      "path": "single_point_prediction/medical/Life_Expectancy_(WHO)_B1/info_mod.json",
+      "bytes": 17176,
+      "sha256": "77a6a5470598ea6339e1337bded490f019e057e630e625205a092ca9e3c4382e"
+    },
+    {
+      "path": "single_point_prediction/medical/Medical_Cost_Personal_Datasets_B1/Medical_Cost_Personal_Datasets_B1_001.json",
+      "bytes": 1155,
+      "sha256": "c9e59171ec29fb9dbce6fed3d8f2256910460bba6c9895f8e0425c4c5c2adbe7"
+    },
+    {
+      "path": "single_point_prediction/medical/Medical_Cost_Personal_Datasets_B1/Medical_Cost_Personal_Datasets_B1_002.json",
+      "bytes": 1144,
+      "sha256": "13d12a64b93de0c37941ad28a06072a5dc64ff4aabf736fa66c313935596aa07"
+    },
+    {
+      "path": "single_point_prediction/medical/Medical_Cost_Personal_Datasets_B1/Medical_Cost_Personal_Datasets_B1_003.json",
+      "bytes": 1057,
+      "sha256": "85e2fb37e8fe9ec6f76efdbbc3bcd2829463d9c904d16c9396b3648dc4513f81"
+    },
+    {
+      "path": "single_point_prediction/medical/Medical_Cost_Personal_Datasets_B1/Medical_Cost_Personal_Datasets_B1_004.json",
+      "bytes": 1114,
+      "sha256": "c083cf08f9218f96e9f2d59ce27dc28c651a4ccdb73600419fac4ee710002ac3"
+    },
+    {
+      "path": "single_point_prediction/medical/Medical_Cost_Personal_Datasets_B1/Medical_Cost_Personal_Datasets_B1_005.json",
+      "bytes": 1181,
+      "sha256": "bdd88e8a4d8ee4d6ecb765872e1fd8c01aac74d87f0475863a628f472c6e965f"
+    },
+    {
+      "path": "single_point_prediction/medical/Medical_Cost_Personal_Datasets_B1/Medical_Cost_Personal_Datasets_B1_006.json",
+      "bytes": 1170,
+      "sha256": "c99000e5f75144debb780acd5a96db84097426954bffc650130d489c7e1d6f91"
+    },
+    {
+      "path": "single_point_prediction/medical/Medical_Cost_Personal_Datasets_B1/Medical_Cost_Personal_Datasets_B1_007.json",
+      "bytes": 1140,
+      "sha256": "8d1932815b7b10776332d7abd72b96837be96ea6bef6107473915025129a3ea2"
+    },
+    {
+      "path": "single_point_prediction/medical/Medical_Cost_Personal_Datasets_B1/Medical_Cost_Personal_Datasets_B1_008.json",
+      "bytes": 1114,
+      "sha256": "4862ac9dac23171a57910e35ef979abb4500b89468e32e3e548b8b76e3db754b"
+    },
+    {
+      "path": "single_point_prediction/medical/Medical_Cost_Personal_Datasets_B1/history.csv",
+      "bytes": 53712,
+      "sha256": "862ebedcd3f609cfd40045ee646d0771a7fa3eef569fde4b441876f01332d6c2"
+    },
+    {
+      "path": "single_point_prediction/medical/Medical_Cost_Personal_Datasets_B1/info.json",
+      "bytes": 2061,
+      "sha256": "0a2e0c040c2301649e50b49b7c070e446deece7d8ade14debc455f0678eb1f74"
+    },
+    {
+      "path": "single_point_prediction/medical/Medical_Cost_Personal_Datasets_B1/info_mod.json",
+      "bytes": 2062,
+      "sha256": "d9ec8b5cc9238e8b682e487cd1966359d216c997b0018290cb1561c2decab223"
+    },
+    {
+      "path": "single_point_prediction/medical/Sleep_Health_and_Lifestyle_Dataset_B1/Sleep_Health_and_Lifestyle_Dataset_B1_001.json",
+      "bytes": 1401,
+      "sha256": "6015ba55cf2e96c67fc431b8c4946f23bbed04cf855e0220b26be69958026660"
+    },
+    {
+      "path": "single_point_prediction/medical/Sleep_Health_and_Lifestyle_Dataset_B1/Sleep_Health_and_Lifestyle_Dataset_B1_002.json",
+      "bytes": 1600,
+      "sha256": "714736e8aaad6ac145e133ce30d9186caed69162c52ec673949fdff8ecb86dee"
+    },
+    {
+      "path": "single_point_prediction/medical/Sleep_Health_and_Lifestyle_Dataset_B1/Sleep_Health_and_Lifestyle_Dataset_B1_003.json",
+      "bytes": 1571,
+      "sha256": "58cb66d000450b8c4ea234ad3b098feb72047146ba97a32b7aeb884956fba5d3"
+    },
+    {
+      "path": "single_point_prediction/medical/Sleep_Health_and_Lifestyle_Dataset_B1/Sleep_Health_and_Lifestyle_Dataset_B1_004.json",
+      "bytes": 1594,
+      "sha256": "e64a9f38b6a3fd57b7f75c0dceec1be507d00af8bfedc32cb2d840b812fb58a8"
+    },
+    {
+      "path": "single_point_prediction/medical/Sleep_Health_and_Lifestyle_Dataset_B1/Sleep_Health_and_Lifestyle_Dataset_B1_005.json",
+      "bytes": 1479,
+      "sha256": "83fccbcb5922a8b1c78311c6fe91756b6b3c2400afe331f89fe946c2869984f7"
+    },
+    {
+      "path": "single_point_prediction/medical/Sleep_Health_and_Lifestyle_Dataset_B1/Sleep_Health_and_Lifestyle_Dataset_B1_006.json",
+      "bytes": 1699,
+      "sha256": "e0f2557bcd609854d30050ee181e01a50aad450e0db7154b048d54519accc399"
+    },
+    {
+      "path": "single_point_prediction/medical/Sleep_Health_and_Lifestyle_Dataset_B1/history.csv",
+      "bytes": 23212,
+      "sha256": "637d97dde478d6575b791b808a2ca45ebd59357e3d2004a30f3ec184f93a7e09"
+    },
+    {
+      "path": "single_point_prediction/medical/Sleep_Health_and_Lifestyle_Dataset_B1/info.json",
+      "bytes": 3624,
+      "sha256": "01e397f6c4a6f4fe37f61224436bce414a4eb90eb050b4d3b1c6ea81b26efb35"
+    },
+    {
+      "path": "single_point_prediction/medical/Sleep_Health_and_Lifestyle_Dataset_B1/info_mod.json",
+      "bytes": 4670,
+      "sha256": "8a94dfa9dc25a2230271dcfa9887d36ec9ea27c5f597d6b07567cabb995ef266"
+    },
+    {
+      "path": "single_point_prediction/medical/Stroke_Prediction_Dataset_B1/Stroke_Prediction_Dataset_B1_001.json",
+      "bytes": 1271,
+      "sha256": "2e4d626525d29cd375e5ba7d548c3b81bfbe43009d8ea38e6cecb8183b7e5fd9"
+    },
+    {
+      "path": "single_point_prediction/medical/Stroke_Prediction_Dataset_B1/Stroke_Prediction_Dataset_B1_002.json",
+      "bytes": 1314,
+      "sha256": "a2737d16199166a065ec5cda599d6d18e4fa646fbe0e05486b0c144ee9687fe7"
+    },
+    {
+      "path": "single_point_prediction/medical/Stroke_Prediction_Dataset_B1/Stroke_Prediction_Dataset_B1_003.json",
+      "bytes": 1326,
+      "sha256": "b6ca1efc219c1e17bcda8c7b6d205b2415a3e25237250216f090e17b21774b9d"
+    },
+    {
+      "path": "single_point_prediction/medical/Stroke_Prediction_Dataset_B1/Stroke_Prediction_Dataset_B1_004.json",
+      "bytes": 1360,
+      "sha256": "129a40a69f92d15792d9c46513d3851ffb7095d216c3178d2ce02a5b7ed03da3"
+    },
+    {
+      "path": "single_point_prediction/medical/Stroke_Prediction_Dataset_B1/Stroke_Prediction_Dataset_B1_005.json",
+      "bytes": 1358,
+      "sha256": "fdb2012705c3caf317dc6729c0bd33f974424c3e20ea3531b8f3c21dfa5b3864"
+    },
+    {
+      "path": "single_point_prediction/medical/Stroke_Prediction_Dataset_B1/Stroke_Prediction_Dataset_B1_006.json",
+      "bytes": 1544,
+      "sha256": "a07fe4b299e7d7cb0f91141df40efbaee37d33592e31b0f988df6ced495dd6df"
+    },
+    {
+      "path": "single_point_prediction/medical/Stroke_Prediction_Dataset_B1/Stroke_Prediction_Dataset_B1_007.json",
+      "bytes": 1388,
+      "sha256": "fb1e93a3bb230c33b1178a71102fdd16ac4c952ee4a8ba41f6b71b981c8918a1"
+    },
+    {
+      "path": "single_point_prediction/medical/Stroke_Prediction_Dataset_B1/Stroke_Prediction_Dataset_B1_008.json",
+      "bytes": 1471,
+      "sha256": "065224f155ac863f1081aeed5cc8f1b1107b97c6c0377c99f308021d930dd8de"
+    },
+    {
+      "path": "single_point_prediction/medical/Stroke_Prediction_Dataset_B1/history.csv",
+      "bytes": 326470,
+      "sha256": "9bba301256ace899fd9834e3dded9e6249fb6997b8f859a761b038c43d386231"
+    },
+    {
+      "path": "single_point_prediction/medical/Stroke_Prediction_Dataset_B1/info.json",
+      "bytes": 2845,
+      "sha256": "08d71342a2cdefae6ec9a9fd694d08cb23c1f650529656503345770711a26561"
+    },
+    {
+      "path": "single_point_prediction/medical/Stroke_Prediction_Dataset_B1/info_mod.json",
+      "bytes": 3048,
+      "sha256": "ce797f6d2c387635d3ba9d21879fc38e936e48aeb6c2bd6329a3d93202d5aac7"
+    },
+    {
+      "path": "treatment_effect_analysis/daily/classification/Wine_Quality_Dataset_B3/Wine_Quality_Dataset_B3_001.json",
+      "bytes": 1977,
+      "sha256": "7358dd7583c04d9fb6622b8533e66673433a888fbf5d30f62dba4f7490f4d035"
+    },
+    {
+      "path": "treatment_effect_analysis/daily/classification/Wine_Quality_Dataset_B3/Wine_Quality_Dataset_B3_002.json",
+      "bytes": 2180,
+      "sha256": "a754bfd261c350f11b18880253c9518e66f42d054115ae1d0c8ab3b7439e46eb"
+    },
+    {
+      "path": "treatment_effect_analysis/daily/classification/Wine_Quality_Dataset_B3/Wine_Quality_Dataset_B3_003.json",
+      "bytes": 1939,
+      "sha256": "1d5da3c3b140629d29e40cd6972ff928cc479ebfa165f0ae1c2d96fe6bd13bb8"
+    },
+    {
+      "path": "treatment_effect_analysis/daily/classification/Wine_Quality_Dataset_B3/current.csv",
+      "bytes": 557,
+      "sha256": "9285dda7a2a83968c5b5ba0fbd9f25c7a051760e7a796705ef1d6f557d30418e"
+    },
+    {
+      "path": "treatment_effect_analysis/daily/classification/Wine_Quality_Dataset_B3/history.csv",
+      "bytes": 73008,
+      "sha256": "aad28c606c5ecf5fd4b8b726c35b9c44b749f5a97c1ca98a31198564fb51908f"
+    },
+    {
+      "path": "treatment_effect_analysis/daily/classification/Wine_Quality_Dataset_B3/info.json",
+      "bytes": 2458,
+      "sha256": "534e534b9fe188a04802da6e4a34ae814c3b2b08dea89e1cb8dde09f9845fa5b"
+    },
+    {
+      "path": "treatment_effect_analysis/daily/classification/Wine_Quality_Dataset_B3/info_mod.json",
+      "bytes": 2979,
+      "sha256": "d89cb7a55b1f3c23f5cba1686ebdb7cc95b5943838438ca3d43048f005f5d080"
+    },
+    {
+      "path": "treatment_effect_analysis/daily/regression/100000_UK_Used_Car_Data_set_B3/100000_UK_Used_Car_Data_set_B3_001.json",
+      "bytes": 1410,
+      "sha256": "c33894fb5e11c995e36c82b09c2a483b9e208eaafc5c06b39e8481cfd1566949"
+    },
+    {
+      "path": "treatment_effect_analysis/daily/regression/100000_UK_Used_Car_Data_set_B3/100000_UK_Used_Car_Data_set_B3_002.json",
+      "bytes": 1790,
+      "sha256": "0468c061fa04256cd800834135a5aff2a1e6f9abdb9d6b5f1b2d527b23c7e769"
+    },
+    {
+      "path": "treatment_effect_analysis/daily/regression/100000_UK_Used_Car_Data_set_B3/100000_UK_Used_Car_Data_set_B3_003.json",
+      "bytes": 1745,
+      "sha256": "92ac06b023bd519d3d9b488c571723926eadbf5a08a624181c615dcf071b2f48"
+    },
+    {
+      "path": "treatment_effect_analysis/daily/regression/100000_UK_Used_Car_Data_set_B3/100000_UK_Used_Car_Data_set_B3_004.json",
+      "bytes": 1904,
+      "sha256": "4cf264f07ce9880fbcfdadc4aa137284ae02054f77119fb4a6b8f809a914fbca"
+    },
+    {
+      "path": "treatment_effect_analysis/daily/regression/100000_UK_Used_Car_Data_set_B3/100000_UK_Used_Car_Data_set_B3_005.json",
+      "bytes": 1687,
+      "sha256": "1370cd71f61f5d14123a19ed6f53f93745f24014db57a7971899862220dfcfb5"
+    },
+    {
+      "path": "treatment_effect_analysis/daily/regression/100000_UK_Used_Car_Data_set_B3/100000_UK_Used_Car_Data_set_B3_006.json",
+      "bytes": 1666,
+      "sha256": "ae12ca2dcec9789c73525d47248215b36e0b646c846475f356a852dc2efab1fb"
+    },
+    {
+      "path": "treatment_effect_analysis/daily/regression/100000_UK_Used_Car_Data_set_B3/100000_UK_Used_Car_Data_set_B3_007.json",
+      "bytes": 1738,
+      "sha256": "046f3c591d5a1a5f04c739236d77ecfb3338352a303d7e9d1ba63220d2ecbfa9"
+    },
+    {
+      "path": "treatment_effect_analysis/daily/regression/100000_UK_Used_Car_Data_set_B3/100000_UK_Used_Car_Data_set_B3_008.json",
+      "bytes": 1762,
+      "sha256": "4e8c2176ccff590556bd1855e139c430bcfc276cd7164caab5d3646cb7f6955b"
+    },
+    {
+      "path": "treatment_effect_analysis/daily/regression/100000_UK_Used_Car_Data_set_B3/100000_UK_Used_Car_Data_set_B3_009.json",
+      "bytes": 1598,
+      "sha256": "ce7bd6642d1f04e441f789f819a70df20ffdbb640da681187682a8769f16b5b6"
+    },
+    {
+      "path": "treatment_effect_analysis/daily/regression/100000_UK_Used_Car_Data_set_B3/100000_UK_Used_Car_Data_set_B3_010.json",
+      "bytes": 1631,
+      "sha256": "885df04b0dc13410181084032068ad6078ec9832e5e6b5393603b753849119a0"
+    },
+    {
+      "path": "treatment_effect_analysis/daily/regression/100000_UK_Used_Car_Data_set_B3/current.csv",
+      "bytes": 1223,
+      "sha256": "01b3815740536d6dcb0694e61cc12eaa647a5c89c506282ba95001228afbc9d4"
+    },
+    {
+      "path": "treatment_effect_analysis/daily/regression/100000_UK_Used_Car_Data_set_B3/history.csv",
+      "bytes": 6044552,
+      "sha256": "2151ffd44939e6d2e354b64a7885705d225c7444d26dae062de85633873c1594"
+    },
+    {
+      "path": "treatment_effect_analysis/daily/regression/100000_UK_Used_Car_Data_set_B3/info.json",
+      "bytes": 8681,
+      "sha256": "8012522abda8ad58f216065779b3edf6a34f4c2061fe8b728333f9789b864114"
+    },
+    {
+      "path": "treatment_effect_analysis/daily/regression/100000_UK_Used_Car_Data_set_B3/info_mod.json",
+      "bytes": 4821,
+      "sha256": "0526a2e0a41e33774a6eccbf3c3f7e1ae65af014fac16eb918503649af5f3f60"
+    },
+    {
+      "path": "treatment_effect_analysis/daily/regression/Chocolate_Bar_Ratings_B3/Chocolate_Bar_Ratings_B3_001.json",
+      "bytes": 1849,
+      "sha256": "3e864f16e3ea494127dbd0309bc1da65a88d72e579f25bb1957270ceee286a3e"
+    },
+    {
+      "path": "treatment_effect_analysis/daily/regression/Chocolate_Bar_Ratings_B3/Chocolate_Bar_Ratings_B3_002.json",
+      "bytes": 1754,
+      "sha256": "1636cf0578077560b5c5065d0642c504c2ff3c00ee48924ed4eb87a7351e6238"
+    },
+    {
+      "path": "treatment_effect_analysis/daily/regression/Chocolate_Bar_Ratings_B3/Chocolate_Bar_Ratings_B3_003.json",
+      "bytes": 1788,
+      "sha256": "599acf4215b49ef99acc47f24463835f3d24e344a957b47f464202187530e37c"
+    },
+    {
+      "path": "treatment_effect_analysis/daily/regression/Chocolate_Bar_Ratings_B3/Chocolate_Bar_Ratings_B3_004.json",
+      "bytes": 1751,
+      "sha256": "c73f7de52e4f360794eddcf4f27cdadb7ba5c8f2cf4c4917051f9375cebe46f1"
+    },
+    {
+      "path": "treatment_effect_analysis/daily/regression/Chocolate_Bar_Ratings_B3/Chocolate_Bar_Ratings_B3_005.json",
+      "bytes": 1854,
+      "sha256": "c331ec207acbd7981a137b793cad935eeb5fd758be5ae5033450e60a1bd54e9b"
+    },
+    {
+      "path": "treatment_effect_analysis/daily/regression/Chocolate_Bar_Ratings_B3/Chocolate_Bar_Ratings_B3_006.json",
+      "bytes": 1963,
+      "sha256": "52cb3c1fe1cad0b24b45ece116abfe465127c51f2c95051e637d07e96ab51ad3"
+    },
+    {
+      "path": "treatment_effect_analysis/daily/regression/Chocolate_Bar_Ratings_B3/Chocolate_Bar_Ratings_B3_007.json",
+      "bytes": 1699,
+      "sha256": "68a750114849db5917199561e8f0a13097c57124117ccba272b73552e8898520"
+    },
+    {
+      "path": "treatment_effect_analysis/daily/regression/Chocolate_Bar_Ratings_B3/Chocolate_Bar_Ratings_B3_008.json",
+      "bytes": 1897,
+      "sha256": "4d0cab724266133c11c105e5581ce25883bbc2e812cbb7465d6066b6080e74e5"
+    },
+    {
+      "path": "treatment_effect_analysis/daily/regression/Chocolate_Bar_Ratings_B3/Chocolate_Bar_Ratings_B3_009.json",
+      "bytes": 1716,
+      "sha256": "9ef78b4fa7b72c426ab4105d5ca488fc1b8817213129de4db5cd36cfff8350e6"
+    },
+    {
+      "path": "treatment_effect_analysis/daily/regression/Chocolate_Bar_Ratings_B3/Chocolate_Bar_Ratings_B3_010.json",
+      "bytes": 1685,
+      "sha256": "029f271b638db17f7701cfb79be2f0a62f9f632e8b0ac87d4f45f8f8b0a2e3f3"
+    },
+    {
+      "path": "treatment_effect_analysis/daily/regression/Chocolate_Bar_Ratings_B3/current.csv",
+      "bytes": 1592,
+      "sha256": "ac1cd2e20cff8717eaae250cd8463e5c00d9b6484c475b3622b8aad7856203f0"
+    },
+    {
+      "path": "treatment_effect_analysis/daily/regression/Chocolate_Bar_Ratings_B3/history.csv",
+      "bytes": 126408,
+      "sha256": "92c8d2102b0c18010f6b0ff9cad9f8a97c38110b41805db3d3fca8c5028dec26"
+    },
+    {
+      "path": "treatment_effect_analysis/daily/regression/Chocolate_Bar_Ratings_B3/info.json",
+      "bytes": 8433,
+      "sha256": "8024ece9c91279645de45e9a5a0fc5a918e3dfd6b647e97cf6c8d7e22cc7cca0"
+    },
+    {
+      "path": "treatment_effect_analysis/daily/regression/Chocolate_Bar_Ratings_B3/info_mod.json",
+      "bytes": 5187,
+      "sha256": "c8ced0ad72acc9703101c97be5af8b7791fa833cfb4f7bbd55f92f96e719a052"
+    },
+    {
+      "path": "treatment_effect_analysis/daily/regression/Gun_Violence_Data_B3/Gun_Violence_Data_B3_001.json",
+      "bytes": 3598,
+      "sha256": "671cef7dc2e8833654371bf202423c24afea25b5c68d4ddae2f634aa463cfb86"
+    },
+    {
+      "path": "treatment_effect_analysis/daily/regression/Gun_Violence_Data_B3/Gun_Violence_Data_B3_002.json",
+      "bytes": 4248,
+      "sha256": "95ae1ad478641659ae4232c2e7a2522d56e26705603c74fa15982200aa023214"
+    },
+    {
+      "path": "treatment_effect_analysis/daily/regression/Gun_Violence_Data_B3/Gun_Violence_Data_B3_003.json",
+      "bytes": 4249,
+      "sha256": "8da51a68305e54575afe729d5b70c44914e523cb912b9888ca46db8b363618e2"
+    },
+    {
+      "path": "treatment_effect_analysis/daily/regression/Gun_Violence_Data_B3/Gun_Violence_Data_B3_004.json",
+      "bytes": 4136,
+      "sha256": "fd3c34d593e2fc306f37a45b8424a332258703a8e90554495c3f638a23f39051"
+    },
+    {
+      "path": "treatment_effect_analysis/daily/regression/Gun_Violence_Data_B3/Gun_Violence_Data_B3_005.json",
+      "bytes": 4544,
+      "sha256": "033ad40983fc788bc4a63c9458771641e754a3f04300e078e5a25bdd7b970f39"
+    },
+    {
+      "path": "treatment_effect_analysis/daily/regression/Gun_Violence_Data_B3/Gun_Violence_Data_B3_006.json",
+      "bytes": 4183,
+      "sha256": "9cb2d3fcb3cecec2575bfc7e01979b9490791b9067b77f613ea468b897070a90"
+    },
+    {
+      "path": "treatment_effect_analysis/daily/regression/Gun_Violence_Data_B3/Gun_Violence_Data_B3_007.json",
+      "bytes": 3906,
+      "sha256": "f1ef0c148543669b6e8b3dde69944d221c0c87bc88e5a72c2597800a1f4843cd"
+    },
+    {
+      "path": "treatment_effect_analysis/daily/regression/Gun_Violence_Data_B3/Gun_Violence_Data_B3_008.json",
+      "bytes": 4290,
+      "sha256": "f982cf7cdc2ecb09de572f85c918854e3cdc8057f7091997f257a0f72731f1f3"
+    },
+    {
+      "path": "treatment_effect_analysis/daily/regression/Gun_Violence_Data_B3/Gun_Violence_Data_B3_009.json",
+      "bytes": 4245,
+      "sha256": "44e67db2d990528ff33df9f97647042e3bd73d2acdbd7e1edda04a0e78cca1f8"
+    },
+    {
+      "path": "treatment_effect_analysis/daily/regression/Gun_Violence_Data_B3/Gun_Violence_Data_B3_010.json",
+      "bytes": 4275,
+      "sha256": "d6840afa797aeb0e97380d71e04246edd0a9ca455bd9bd0cb289a4f7b7075cd2"
+    },
+    {
+      "path": "treatment_effect_analysis/daily/regression/Gun_Violence_Data_B3/current.csv",
+      "bytes": 12311,
+      "sha256": "39426d7a14acc7dbe0ff22700c147acab1bb7557f9e32924dbd434df1d5edf68"
+    },
+    {
+      "path": "treatment_effect_analysis/daily/regression/Gun_Violence_Data_B3/history.csv",
+      "bytes": 151507754,
+      "sha256": "184a0812fddb3602514e6369651e75d1ecf9a3088dcc7c4c6766540b2496e8ea"
+    },
+    {
+      "path": "treatment_effect_analysis/daily/regression/Gun_Violence_Data_B3/info.json",
+      "bytes": 5426,
+      "sha256": "b87756791a311822adf9a645b4356bb76386fff3ff7c3d18768a345871ff8ecb"
+    },
+    {
+      "path": "treatment_effect_analysis/daily/regression/Gun_Violence_Data_B3/info_mod.json",
+      "bytes": 18633,
+      "sha256": "61909339c914362325ec87ffe2f862f39788778660bb621d390be02ed3aedc8d"
+    },
+    {
+      "path": "treatment_effect_analysis/finance/classification/Health_Insurance_Cross_Sell_Prediction_B3/Health_Insurance_Cross_Sell_Prediction_B3_001.json",
+      "bytes": 2155,
+      "sha256": "c9c342a0b3d4bbd6d815cec0b1b0ccf19f5c8d9b8e2dc6899132d6928c28fe53"
+    },
+    {
+      "path": "treatment_effect_analysis/finance/classification/Health_Insurance_Cross_Sell_Prediction_B3/Health_Insurance_Cross_Sell_Prediction_B3_002.json",
+      "bytes": 2130,
+      "sha256": "13b5887e68cdab5e4e1d13ec7404376fe2d4906a55c7d2f9c4b0ffbda8f2189e"
+    },
+    {
+      "path": "treatment_effect_analysis/finance/classification/Health_Insurance_Cross_Sell_Prediction_B3/Health_Insurance_Cross_Sell_Prediction_B3_003.json",
+      "bytes": 2079,
+      "sha256": "532910a8821283dfa76d50d1074ac32b050e3cfbb0b455ea4290ea09adbb51b7"
+    },
+    {
+      "path": "treatment_effect_analysis/finance/classification/Health_Insurance_Cross_Sell_Prediction_B3/Health_Insurance_Cross_Sell_Prediction_B3_004.json",
+      "bytes": 2095,
+      "sha256": "d9c359e6aafb87835f2b6427cb3f4a72793d2cb24b6995213cacdf09c3c86fbc"
+    },
+    {
+      "path": "treatment_effect_analysis/finance/classification/Health_Insurance_Cross_Sell_Prediction_B3/Health_Insurance_Cross_Sell_Prediction_B3_005.json",
+      "bytes": 2226,
+      "sha256": "596effdf02364712081adf6bf3bc07cb41474d063dcdef0bae7f97af994c3ac8"
+    },
+    {
+      "path": "treatment_effect_analysis/finance/classification/Health_Insurance_Cross_Sell_Prediction_B3/Health_Insurance_Cross_Sell_Prediction_B3_006.json",
+      "bytes": 1823,
+      "sha256": "a925ec97b0e6760645facfcaecaebe6709343a1919881b1a0fea20cd4bed29dd"
+    },
+    {
+      "path": "treatment_effect_analysis/finance/classification/Health_Insurance_Cross_Sell_Prediction_B3/Health_Insurance_Cross_Sell_Prediction_B3_007.json",
+      "bytes": 2095,
+      "sha256": "cae98968c969fca84de2d655b7d3265f33b6a13f42973a57a2c419339531120c"
+    },
+    {
+      "path": "treatment_effect_analysis/finance/classification/Health_Insurance_Cross_Sell_Prediction_B3/Health_Insurance_Cross_Sell_Prediction_B3_008.json",
+      "bytes": 2031,
+      "sha256": "e337daf1126fc33ad35e824d2180a89ccf1346fc54a12e41fb6a985398e4dc32"
+    },
+    {
+      "path": "treatment_effect_analysis/finance/classification/Health_Insurance_Cross_Sell_Prediction_B3/Health_Insurance_Cross_Sell_Prediction_B3_009.json",
+      "bytes": 2159,
+      "sha256": "ff8def5e9936c79457866828682d12ccebe8e0d7b793cb961e286ffcdc5fc970"
+    },
+    {
+      "path": "treatment_effect_analysis/finance/classification/Health_Insurance_Cross_Sell_Prediction_B3/Health_Insurance_Cross_Sell_Prediction_B3_010.json",
+      "bytes": 2076,
+      "sha256": "132c7d8bb7004792490fd7902c5b9b7eb17a630e4e7829e409ed06d33327afbf"
+    },
+    {
+      "path": "treatment_effect_analysis/finance/classification/Health_Insurance_Cross_Sell_Prediction_B3/current.csv",
+      "bytes": 1252,
+      "sha256": "9730f6742b5e24db27bfe06af5e62c655858814099086b2af43fc94a6c909311"
+    },
+    {
+      "path": "treatment_effect_analysis/finance/classification/Health_Insurance_Cross_Sell_Prediction_B3/history.csv",
+      "bytes": 22192524,
+      "sha256": "049a3794394243ae02d0d6e0a49238a7bf1f28148caa204cdd9d20f6c912ade9"
+    },
+    {
+      "path": "treatment_effect_analysis/finance/classification/Health_Insurance_Cross_Sell_Prediction_B3/info.json",
+      "bytes": 2849,
+      "sha256": "919dd1bc9db3923e30d61f89b5a7f060859c58410d4bdc0108afe3108c298108"
+    },
+    {
+      "path": "treatment_effect_analysis/finance/classification/Health_Insurance_Cross_Sell_Prediction_B3/info_mod.json",
+      "bytes": 3315,
+      "sha256": "a60ead2b0abe8abb6fcef0c77aeb1cde20077a6ffbf6e2e0897752a2a03b5062"
+    },
+    {
+      "path": "treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/Data_Science_Job_Salaries_B3_001.json",
+      "bytes": 1884,
+      "sha256": "7ccfbd5354942f9cef67bdc9c5c52c2437037701bef346db275ea66079be0fab"
+    },
+    {
+      "path": "treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/Data_Science_Job_Salaries_B3_002.json",
+      "bytes": 2036,
+      "sha256": "003a554ab59a49b90bb86261f6b7fa5a1c014a7030523429c61887c452979072"
+    },
+    {
+      "path": "treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/Data_Science_Job_Salaries_B3_003.json",
+      "bytes": 1861,
+      "sha256": "96e87d58c25a76af210ea9de679f232ab0485d9d192ecbc25ac6288c9e7a04d2"
+    },
+    {
+      "path": "treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/Data_Science_Job_Salaries_B3_004.json",
+      "bytes": 1945,
+      "sha256": "35eb22d12d3c037d2e43619eaa72d7c716a5cd3ec83c078b85d29ac9492dde49"
+    },
+    {
+      "path": "treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/Data_Science_Job_Salaries_B3_005.json",
+      "bytes": 1855,
+      "sha256": "5cd96f931efeb11b14e5d11ca732f4e922be4803a5d9aeb2dc8237c84b4b624e"
+    },
+    {
+      "path": "treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/Data_Science_Job_Salaries_B3_006.json",
+      "bytes": 2021,
+      "sha256": "4167e79804db6d4f52d6d7fb189e59f99b6d3cd6991af60400584f8b1a3aab4f"
+    },
+    {
+      "path": "treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/Data_Science_Job_Salaries_B3_007.json",
+      "bytes": 1857,
+      "sha256": "f6c2e58c32ad3e682086d505755c73cd04c09a8dba531a970b588a295775b02d"
+    },
+    {
+      "path": "treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/Data_Science_Job_Salaries_B3_008.json",
+      "bytes": 1932,
+      "sha256": "ce09ac671598841765379375b6cb7db7e93dcc335047b7b8ad7ef8f116ff1e6a"
+    },
+    {
+      "path": "treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/Data_Science_Job_Salaries_B3_009.json",
+      "bytes": 1796,
+      "sha256": "e9b2f3f2304a0cbce956ad39f3eef5aaa19002c800530b7c58333f38ef347b29"
+    },
+    {
+      "path": "treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/Data_Science_Job_Salaries_B3_010.json",
+      "bytes": 1981,
+      "sha256": "df38e0c977e30aa834e4f8ea8309a7fa161e3639f866dca9bdde20d3e89ec835"
+    },
+    {
+      "path": "treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/current.csv",
+      "bytes": 1203,
+      "sha256": "434f26a5e50ec7c28b1d18c6152f6014859e382f2ea4ef06972122c21be5ed0d"
+    },
+    {
+      "path": "treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/history.csv",
+      "bytes": 32205,
+      "sha256": "27490c4f3f44995a785c23132f7f22f4d6f4a6e9fcc9699010c92b417c0bbd42"
+    },
+    {
+      "path": "treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/info.json",
+      "bytes": 5769,
+      "sha256": "050d0a9c944bd38a2263e27b0a4f7ece45808bf44e4c2f1ee338f4eb58941298"
+    },
+    {
+      "path": "treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/info_mod.json",
+      "bytes": 6518,
+      "sha256": "9897729d1fa80febf10bbc486b88ec1178c7d1734cd5962cf50331ae95c4188d"
+    },
+    {
+      "path": "treatment_effect_analysis/finance/regression/Diamonds_B3/Diamonds_B3_001.json",
+      "bytes": 1555,
+      "sha256": "f235333796e5844b1b7859c768e44449c9fafdb087c49c70823e74efbea05ac4"
+    },
+    {
+      "path": "treatment_effect_analysis/finance/regression/Diamonds_B3/Diamonds_B3_002.json",
+      "bytes": 1699,
+      "sha256": "f81a757cea20b705ed9e23d5613f2f7209c5e9cb900340f1d33d9f5fe0429cc3"
+    },
+    {
+      "path": "treatment_effect_analysis/finance/regression/Diamonds_B3/Diamonds_B3_003.json",
+      "bytes": 1731,
+      "sha256": "0dd79088df39e4ccc839f5124f7fc1fea1a8ec48ebe1de113c29875240fedc56"
+    },
+    {
+      "path": "treatment_effect_analysis/finance/regression/Diamonds_B3/Diamonds_B3_004.json",
+      "bytes": 1588,
+      "sha256": "354862e90ee4505418d6bc301841a6764c19f4e46a292b0eb9fb9d355651047e"
+    },
+    {
+      "path": "treatment_effect_analysis/finance/regression/Diamonds_B3/Diamonds_B3_005.json",
+      "bytes": 1773,
+      "sha256": "0cd96168040f7817bce8f6decd574879cc43bc3629ae99e1fe81874dff174e6e"
+    },
+    {
+      "path": "treatment_effect_analysis/finance/regression/Diamonds_B3/Diamonds_B3_006.json",
+      "bytes": 1756,
+      "sha256": "58f61e38da0c8cc39a29c4264254929265c931fcb33895c773fedd0b98f50b75"
+    },
+    {
+      "path": "treatment_effect_analysis/finance/regression/Diamonds_B3/Diamonds_B3_007.json",
+      "bytes": 1730,
+      "sha256": "5fa9a01f662e40faa083b4e8f1e0d3fa57784a2effd19caaae1719cd425f4be4"
+    },
+    {
+      "path": "treatment_effect_analysis/finance/regression/Diamonds_B3/Diamonds_B3_008.json",
+      "bytes": 1556,
+      "sha256": "5f0af4763c870d28f12366c779c3671ca07fc2b6100da8a1344309f810a2c114"
+    },
+    {
+      "path": "treatment_effect_analysis/finance/regression/Diamonds_B3/Diamonds_B3_009.json",
+      "bytes": 1749,
+      "sha256": "0b21f83bb9d2b9ec7d78ddfccf96365abf059e13d938e6f53f4f102aec551a45"
+    },
+    {
+      "path": "treatment_effect_analysis/finance/regression/Diamonds_B3/Diamonds_B3_010.json",
+      "bytes": 1920,
+      "sha256": "2d1492aba3e05276e84106cccd6af445bfd27c1cd657d6661ee03d44bbd1ee2f"
+    },
+    {
+      "path": "treatment_effect_analysis/finance/regression/Diamonds_B3/current.csv",
+      "bytes": 1102,
+      "sha256": "c1447381e1c500783fc30c99faea1f2792f502ce6279af66dfaa98e2b52f0079"
+    },
+    {
+      "path": "treatment_effect_analysis/finance/regression/Diamonds_B3/history.csv",
+      "bytes": 2990088,
+      "sha256": "c02f25694d2d7ba3cf6cb4e571932622358ad2ccf5bde471209ee9d54ccbaac1"
+    },
+    {
+      "path": "treatment_effect_analysis/finance/regression/Diamonds_B3/info.json",
+      "bytes": 2428,
+      "sha256": "415d1de1cceead659ee764c3c44162bb6ec803807c55d9887062e84ddcef3fc4"
+    },
+    {
+      "path": "treatment_effect_analysis/finance/regression/Diamonds_B3/info_mod.json",
+      "bytes": 2614,
+      "sha256": "a7fd000dbb8bb4f0d81121b1970754186ef481352a7ac5e2bf3ba2a5c2f3d7c3"
+    },
+    {
+      "path": "treatment_effect_analysis/finance/regression/Mall_Customer_Segmentation_Data_B3/Mall_Customer_Segmentation_Data_B3_001.json",
+      "bytes": 1377,
+      "sha256": "39ddbaf8b3f420e2133f1d63d7f164d75ca67fef720d76619dadcd9ba41a5e0b"
+    },
+    {
+      "path": "treatment_effect_analysis/finance/regression/Mall_Customer_Segmentation_Data_B3/Mall_Customer_Segmentation_Data_B3_002.json",
+      "bytes": 1472,
+      "sha256": "8e84418b315a4a4759c65ebb1d56b23926d8688412818410d2e933c33db94c06"
+    },
+    {
+      "path": "treatment_effect_analysis/finance/regression/Mall_Customer_Segmentation_Data_B3/Mall_Customer_Segmentation_Data_B3_003.json",
+      "bytes": 1433,
+      "sha256": "03c106df4c570be056c1dad191846cde9e4572b30082d03844b822cb54e7c499"
+    },
+    {
+      "path": "treatment_effect_analysis/finance/regression/Mall_Customer_Segmentation_Data_B3/Mall_Customer_Segmentation_Data_B3_004.json",
+      "bytes": 1484,
+      "sha256": "97e7ebc4cb7e5f96166198ec82aef505fa3d15a569aedddbacaae5e6214e2afc"
+    },
+    {
+      "path": "treatment_effect_analysis/finance/regression/Mall_Customer_Segmentation_Data_B3/Mall_Customer_Segmentation_Data_B3_005.json",
+      "bytes": 1375,
+      "sha256": "f04ccb504fe4a808a368363182c22264860d4440142faf60fca9416ec24fae70"
+    },
+    {
+      "path": "treatment_effect_analysis/finance/regression/Mall_Customer_Segmentation_Data_B3/Mall_Customer_Segmentation_Data_B3_006.json",
+      "bytes": 1324,
+      "sha256": "6547fdcf3c0bd4520fa4f67194f539e813587f53966042b3140a9cc1a6175062"
+    },
+    {
+      "path": "treatment_effect_analysis/finance/regression/Mall_Customer_Segmentation_Data_B3/Mall_Customer_Segmentation_Data_B3_007.json",
+      "bytes": 1465,
+      "sha256": "4bea0c97b87b6680757e9c564304017bf6ab3d958abac3243dd3c604bb03e9ad"
+    },
+    {
+      "path": "treatment_effect_analysis/finance/regression/Mall_Customer_Segmentation_Data_B3/Mall_Customer_Segmentation_Data_B3_008.json",
+      "bytes": 1414,
+      "sha256": "aaaf04edd2a295c61afa3d556e4bca58eb76cca729f2f522467db4ef0bce6905"
+    },
+    {
+      "path": "treatment_effect_analysis/finance/regression/Mall_Customer_Segmentation_Data_B3/Mall_Customer_Segmentation_Data_B3_009.json",
+      "bytes": 1349,
+      "sha256": "c052b3e920bfd24c8d2df12d0abbb387aa434f9a8b1f35b6b3279ed63aa16f62"
+    },
+    {
+      "path": "treatment_effect_analysis/finance/regression/Mall_Customer_Segmentation_Data_B3/Mall_Customer_Segmentation_Data_B3_010.json",
+      "bytes": 1417,
+      "sha256": "b1862191ff5e87e8a9e0dfd0d756d22c67403426afbfc6a224f225a61451d533"
+    },
+    {
+      "path": "treatment_effect_analysis/finance/regression/Mall_Customer_Segmentation_Data_B3/current.csv",
+      "bytes": 436,
+      "sha256": "a977c704abb56abed3094eebf5d7cca40f7bad69ed914e21af791240fb45cca7"
+    },
+    {
+      "path": "treatment_effect_analysis/finance/regression/Mall_Customer_Segmentation_Data_B3/history.csv",
+      "bytes": 3672,
+      "sha256": "d9f4b41992513cd9291aae8941299061664d362170c87ce91c59386f4c57a9d4"
+    },
+    {
+      "path": "treatment_effect_analysis/finance/regression/Mall_Customer_Segmentation_Data_B3/info.json",
+      "bytes": 1517,
+      "sha256": "f7d3640cc215b41b213cb9f7db83fb3ec18e5de1020bdab1b484a2b3ce25d66e"
+    },
+    {
+      "path": "treatment_effect_analysis/finance/regression/Mall_Customer_Segmentation_Data_B3/info_mod.json",
+      "bytes": 1631,
+      "sha256": "19a8ea30e94e9c642560de2aec0e77f322e4f2406f292fcd0b1d695f661fef8b"
+    },
+    {
+      "path": "treatment_effect_analysis/finance/regression/Supermarket_store_branches_sales_analysis_B3/Supermarket_store_branches_sales_analysis_B3_001.json",
+      "bytes": 1482,
+      "sha256": "198fdebca669a8891d18e9e3a00a3eab40dc60a17a16681add986af2954b33f3"
+    },
+    {
+      "path": "treatment_effect_analysis/finance/regression/Supermarket_store_branches_sales_analysis_B3/Supermarket_store_branches_sales_analysis_B3_002.json",
+      "bytes": 1602,
+      "sha256": "e8b61188b06cbb0cb928df25585c31c1435820b6c4843a72caa097eef94f6d87"
+    },
+    {
+      "path": "treatment_effect_analysis/finance/regression/Supermarket_store_branches_sales_analysis_B3/Supermarket_store_branches_sales_analysis_B3_003.json",
+      "bytes": 1463,
+      "sha256": "a3761be34b627dd0674fbd8707b3b6ffa922af1c3d6a2f7ba52433e76758ecaa"
+    },
+    {
+      "path": "treatment_effect_analysis/finance/regression/Supermarket_store_branches_sales_analysis_B3/Supermarket_store_branches_sales_analysis_B3_004.json",
+      "bytes": 1391,
+      "sha256": "a0145eb324d12288db247d060df72c64c48d6c54cb0f1e233d0291341b108a1e"
+    },
+    {
+      "path": "treatment_effect_analysis/finance/regression/Supermarket_store_branches_sales_analysis_B3/Supermarket_store_branches_sales_analysis_B3_005.json",
+      "bytes": 1578,
+      "sha256": "8e5ee1c4430fc482c36ccebbd2341884fa592fd6d0fa30eac16054192e337c6a"
+    },
+    {
+      "path": "treatment_effect_analysis/finance/regression/Supermarket_store_branches_sales_analysis_B3/Supermarket_store_branches_sales_analysis_B3_006.json",
+      "bytes": 1754,
+      "sha256": "ef0231a3e00c58bad45ec131ef65276f0a2ef654408ca0283ddab20c907cea8e"
+    },
+    {
+      "path": "treatment_effect_analysis/finance/regression/Supermarket_store_branches_sales_analysis_B3/Supermarket_store_branches_sales_analysis_B3_007.json",
+      "bytes": 1604,
+      "sha256": "62db67cf0b6b0fbf3e06c17c079ca13c29b98e9e809abf7ca2698b64f6a4ece3"
+    },
+    {
+      "path": "treatment_effect_analysis/finance/regression/Supermarket_store_branches_sales_analysis_B3/Supermarket_store_branches_sales_analysis_B3_008.json",
+      "bytes": 1507,
+      "sha256": "d64ba1cb5cb39ece500c5b422fe6c278e8722670e2ff286d91f56536ed78817b"
+    },
+    {
+      "path": "treatment_effect_analysis/finance/regression/Supermarket_store_branches_sales_analysis_B3/Supermarket_store_branches_sales_analysis_B3_009.json",
+      "bytes": 1548,
+      "sha256": "cd6b358ed004407a873b477f591ccbeafd44f85b7e3cc90380f761796252eef2"
+    },
+    {
+      "path": "treatment_effect_analysis/finance/regression/Supermarket_store_branches_sales_analysis_B3/Supermarket_store_branches_sales_analysis_B3_010.json",
+      "bytes": 1504,
+      "sha256": "7a868d2d594062e44e1422d4999f8baf81e87ca75ff5d5619fcfe09cdd14a544"
+    },
+    {
+      "path": "treatment_effect_analysis/finance/regression/Supermarket_store_branches_sales_analysis_B3/current.csv",
+      "bytes": 545,
+      "sha256": "84bf196a3e7f1e27bbdeb9c41d260994c55d9eb4538b3a94527f17d583072a4e"
+    },
+    {
+      "path": "treatment_effect_analysis/finance/regression/Supermarket_store_branches_sales_analysis_B3/history.csv",
+      "bytes": 21719,
+      "sha256": "284ff77fc14bf3ff78ba3bab44d4ed7fc6c2e512b1b6374e221d3dcb2f415b8a"
+    },
+    {
+      "path": "treatment_effect_analysis/finance/regression/Supermarket_store_branches_sales_analysis_B3/info.json",
+      "bytes": 1564,
+      "sha256": "5a86fecedeaf4aadc0a0c09cda62bc2a872fad5039712d43489763194b68c2fe"
+    },
+    {
+      "path": "treatment_effect_analysis/finance/regression/Supermarket_store_branches_sales_analysis_B3/info_mod.json",
+      "bytes": 1663,
+      "sha256": "65bfa151e8e3292ad22a942a710c1f1d41c4f9a5ff3e00d357d6b83a3479c9b1"
+    },
+    {
+      "path": "treatment_effect_analysis/medical/classification/Diabetes_Dataset_B3/Diabetes_Dataset_B3_001.json",
+      "bytes": 1773,
+      "sha256": "b19e0c8e2dabd8e592cc65c859bab223c002cfc83439324e862fe2f7549f0b28"
+    },
+    {
+      "path": "treatment_effect_analysis/medical/classification/Diabetes_Dataset_B3/Diabetes_Dataset_B3_002.json",
+      "bytes": 1751,
+      "sha256": "6bfec9faff21882f1df3a3b4265d9a66f0e8000f7e50cc6ad9ea2b54f2700fb7"
+    },
+    {
+      "path": "treatment_effect_analysis/medical/classification/Diabetes_Dataset_B3/current.csv",
+      "bytes": 210,
+      "sha256": "e92b7c73bcea41bb496e8c899da3d971c891ce1f0790d6b2ac1bf30df18b51c0"
+    },
+    {
+      "path": "treatment_effect_analysis/medical/classification/Diabetes_Dataset_B3/history.csv",
+      "bytes": 24277,
+      "sha256": "b2df385b1d98b2808254106e0c8f172ed6775ad278b476b4ff3da856d72d13a8"
+    },
+    {
+      "path": "treatment_effect_analysis/medical/classification/Diabetes_Dataset_B3/info.json",
+      "bytes": 2070,
+      "sha256": "e76f7dfdb285a7f19f85be2910b5c460dfe2c0d55dfbbb295930c7aefb4091e2"
+    },
+    {
+      "path": "treatment_effect_analysis/medical/classification/Diabetes_Dataset_B3/info_mod.json",
+      "bytes": 2288,
+      "sha256": "1f9f463737aa25ea26f95224e9b7900a037a6d494576495957a234269875befe"
+    },
+    {
+      "path": "treatment_effect_analysis/medical/classification/Stroke_Prediction_Dataset_B3/Stroke_Prediction_Dataset_B3_001.json",
+      "bytes": 2034,
+      "sha256": "3314ebb3b94405a48df5c27f5f17718ccf0b8cac83918122031b3e2f885ee28a"
+    },
+    {
+      "path": "treatment_effect_analysis/medical/classification/Stroke_Prediction_Dataset_B3/Stroke_Prediction_Dataset_B3_002.json",
+      "bytes": 2097,
+      "sha256": "bfcebd7499707374fecb517acc581872625cb47d091103ec906ebcdbf208b018"
+    },
+    {
+      "path": "treatment_effect_analysis/medical/classification/Stroke_Prediction_Dataset_B3/Stroke_Prediction_Dataset_B3_003.json",
+      "bytes": 1944,
+      "sha256": "57656e0457d0f91c0966813391149b32e38560c0d24200fa3dcfc910c8381261"
+    },
+    {
+      "path": "treatment_effect_analysis/medical/classification/Stroke_Prediction_Dataset_B3/Stroke_Prediction_Dataset_B3_004.json",
+      "bytes": 1876,
+      "sha256": "0a34d13d230a8ac205339dd84002272cc47e48fd1e09973ac84c021805036893"
+    },
+    {
+      "path": "treatment_effect_analysis/medical/classification/Stroke_Prediction_Dataset_B3/Stroke_Prediction_Dataset_B3_005.json",
+      "bytes": 1867,
+      "sha256": "28dcc478542f7b3d678e655f3c596165f11c5afffbc529274b9fae8a58812ea9"
+    },
+    {
+      "path": "treatment_effect_analysis/medical/classification/Stroke_Prediction_Dataset_B3/Stroke_Prediction_Dataset_B3_006.json",
+      "bytes": 1873,
+      "sha256": "89882afa53ec77b14b4ac3bab03158b1b238de4ab037b274697cd8f5a9856da0"
+    },
+    {
+      "path": "treatment_effect_analysis/medical/classification/Stroke_Prediction_Dataset_B3/Stroke_Prediction_Dataset_B3_007.json",
+      "bytes": 1984,
+      "sha256": "2c331e00d7bd53202adce04158ac301a7f28e7ccaaabda3503dbfc032fb2a9c4"
+    },
+    {
+      "path": "treatment_effect_analysis/medical/classification/Stroke_Prediction_Dataset_B3/Stroke_Prediction_Dataset_B3_008.json",
+      "bytes": 2022,
+      "sha256": "8a8f5b8c63f09ceec68f3a916be1316c492393568351037029370f3a411e8bcd"
+    },
+    {
+      "path": "treatment_effect_analysis/medical/classification/Stroke_Prediction_Dataset_B3/Stroke_Prediction_Dataset_B3_009.json",
+      "bytes": 1751,
+      "sha256": "0cf981f616897657201da32d1f82094f28e924b17664b67e5feb539dfc88b4b9"
+    },
+    {
+      "path": "treatment_effect_analysis/medical/classification/Stroke_Prediction_Dataset_B3/Stroke_Prediction_Dataset_B3_010.json",
+      "bytes": 2037,
+      "sha256": "c6dd1020ee0c245f08c84952d1e56314acc1642b79f35ddd1a9f4dc94329d0df"
+    },
+    {
+      "path": "treatment_effect_analysis/medical/classification/Stroke_Prediction_Dataset_B3/current.csv",
+      "bytes": 1371,
+      "sha256": "18d7801f013e84bd1a8242d2bc69e411f1a736171ab6404f5690cfc9ab03c4e0"
+    },
+    {
+      "path": "treatment_effect_analysis/medical/classification/Stroke_Prediction_Dataset_B3/history.csv",
+      "bytes": 335783,
+      "sha256": "84a827afeba3066ff983c4cd5ffaa816c16c2c9dc2af2a255b61eee7915dfa99"
+    },
+    {
+      "path": "treatment_effect_analysis/medical/classification/Stroke_Prediction_Dataset_B3/info.json",
+      "bytes": 2756,
+      "sha256": "a90c6c8e6bae366edb0423d19e4d2b32145b8abd55fb9da145f0d726cbcaf299"
+    },
+    {
+      "path": "treatment_effect_analysis/medical/classification/Stroke_Prediction_Dataset_B3/info_mod.json",
+      "bytes": 3048,
+      "sha256": "ce797f6d2c387635d3ba9d21879fc38e936e48aeb6c2bd6329a3d93202d5aac7"
+    },
+    {
+      "path": "treatment_effect_analysis/medical/regression/Medical_Cost_Personal_Datasets_B3/Medical_Cost_Personal_Datasets_B3_001.json",
+      "bytes": 1610,
+      "sha256": "7deb05c86c7710331905981305f650cf80085b827bb8fb5f53c69f3765d888e7"
+    },
+    {
+      "path": "treatment_effect_analysis/medical/regression/Medical_Cost_Personal_Datasets_B3/Medical_Cost_Personal_Datasets_B3_002.json",
+      "bytes": 1692,
+      "sha256": "904bb4df629d65de5e49682b08fbb00fd857fd0826ed16b696e9443312267d5d"
+    },
+    {
+      "path": "treatment_effect_analysis/medical/regression/Medical_Cost_Personal_Datasets_B3/Medical_Cost_Personal_Datasets_B3_003.json",
+      "bytes": 1476,
+      "sha256": "9718cf5053c5608589faca6575520833899929a1da6ce258637788d266886af8"
+    },
+    {
+      "path": "treatment_effect_analysis/medical/regression/Medical_Cost_Personal_Datasets_B3/Medical_Cost_Personal_Datasets_B3_004.json",
+      "bytes": 1444,
+      "sha256": "2c9c13852a4d03b66e3aa746ea3d77f0475ed5ae2dc662fa51023661bbb40839"
+    },
+    {
+      "path": "treatment_effect_analysis/medical/regression/Medical_Cost_Personal_Datasets_B3/Medical_Cost_Personal_Datasets_B3_005.json",
+      "bytes": 1478,
+      "sha256": "115987af79382b95e52a3797fbab8fac474a9ab1daceb4ba92962a1dce5adc24"
+    },
+    {
+      "path": "treatment_effect_analysis/medical/regression/Medical_Cost_Personal_Datasets_B3/Medical_Cost_Personal_Datasets_B3_006.json",
+      "bytes": 1520,
+      "sha256": "0f929ba2c3d28bc182aa278179433037c8b5aaf2c6fa559d43308b21c11dc235"
+    },
+    {
+      "path": "treatment_effect_analysis/medical/regression/Medical_Cost_Personal_Datasets_B3/Medical_Cost_Personal_Datasets_B3_007.json",
+      "bytes": 1654,
+      "sha256": "a68d3dc188e4d8c13d0c4443559d6180f87f2681a1f0e074c0c84df1da0a3abe"
+    },
+    {
+      "path": "treatment_effect_analysis/medical/regression/Medical_Cost_Personal_Datasets_B3/Medical_Cost_Personal_Datasets_B3_008.json",
+      "bytes": 1657,
+      "sha256": "bf6462e13627d1d6ef04e7282a859a7652d86dfb0c03f33b43728b782ae90a49"
+    },
+    {
+      "path": "treatment_effect_analysis/medical/regression/Medical_Cost_Personal_Datasets_B3/Medical_Cost_Personal_Datasets_B3_009.json",
+      "bytes": 1558,
+      "sha256": "ebfd0bea6d7967417718f237f29c48fb5ebd4024808cb46dcfc41cb6cc1885d9"
+    },
+    {
+      "path": "treatment_effect_analysis/medical/regression/Medical_Cost_Personal_Datasets_B3/Medical_Cost_Personal_Datasets_B3_010.json",
+      "bytes": 1595,
+      "sha256": "69554d3a37673e175250dcde9a16a6eaf0462af2b2046fd7f672a730dc089663"
+    },
+    {
+      "path": "treatment_effect_analysis/medical/regression/Medical_Cost_Personal_Datasets_B3/current.csv",
+      "bytes": 848,
+      "sha256": "7be8965b505b29694543e41e0829f88fc523e5220417f63da2e90c9358bb5b51"
+    },
+    {
+      "path": "treatment_effect_analysis/medical/regression/Medical_Cost_Personal_Datasets_B3/history.csv",
+      "bytes": 51660,
+      "sha256": "c528cdcbc36309fcde1c4ec4a08b116f4bfdf7c5de0fbf24d9dc02641fdab82f"
+    },
+    {
+      "path": "treatment_effect_analysis/medical/regression/Medical_Cost_Personal_Datasets_B3/info.json",
+      "bytes": 2001,
+      "sha256": "954e985954a8b3394a350f4cf85816a969701006a829f97df90402c892101328"
+    },
+    {
+      "path": "treatment_effect_analysis/medical/regression/Medical_Cost_Personal_Datasets_B3/info_mod.json",
+      "bytes": 2062,
+      "sha256": "d9ec8b5cc9238e8b682e487cd1966359d216c997b0018290cb1561c2decab223"
+    }
+  ]
+}
diff --git a/README.md b/README.md
index 3519ce59f77573ed70a6b6682cdfa8e96337e478..c9225c779c0952a6dc271cf17949d7e9460f0028 100644
--- a/README.md
+++ b/README.md
@@ -1,5 +1,4 @@
 ---
-license: mit
 pretty_name: TopBench
 task_categories:
   - tabular-classification
@@ -14,19 +13,63 @@ tags:
   - llm
 ---
 
-# TopBench Dataset
+# TopBench
 
-TopBench is a benchmark for predictive reasoning over tabular data. Each example asks a model to infer an unobserved outcome, decision, treatment effect, or ranked/filtering result from historical tables and a natural-language query.
+**A Benchmark for Implicit Predictive Reasoning in Tabular Question Answering**
 
-## Layout
+[![Paper](https://img.shields.io/badge/arXiv-2604.28076-b31b1b.svg)](https://arxiv.org/abs/2604.28076)
+[![Code](https://img.shields.io/badge/GitHub-TopBench-181717?logo=github)](https://github.com/LAMDA-Tabular/TopBench)
 
-```text
-single_point_prediction/
-decision_making/
-treatment_effect_analysis/
-ranking_and_filtering/
+TopBench evaluates implicit predictive reasoning from natural-language questions and historical tables across daily, financial, and medical domains.
+
+| Task | Directory | Questions |
+| --- | --- | ---: |
+| Single-Point Prediction | `single_point_prediction` | 274 |
+| Decision Making | `decision_making` | 186 |
+| Treatment Effect Analysis | `treatment_effect_analysis` | 105 |
+| Ranking and Filtering | `ranking_and_filtering` | 214 |
+| **Total** | | **779** |
+
+## Download
+
+```bash
+pip install -U huggingface_hub
+hf download LAMDA-Tabular/TopBench --repo-type dataset \
+  --revision cleaned-20261107 --local-dir data
 ```
 
-Each task directory contains dataset folders with `history.csv`, query JSON files, and metadata. The `ranking_and_filtering` task also includes `current.csv` and expects structured CSV outputs.
+See the [code README](https://github.com/LAMDA-Tabular/TopBench#readme) for environment setup, sandbox configuration, inference, and evaluation. Use the downloaded `data` directory as `--data-root`.
+
+## Files
+
+Task folders contain `history.csv`, question JSON files, and `info.json` / `info_mod.json` metadata. Ranking and Filtering additionally provides a target-free `current.csv` and an oracle `test_current.csv`.
+
+- Model inputs are the question, history, and, where applicable, target-free current candidates. JSON `ground_truth` is evaluator-only.
+- `test_current.csv` contains labeled oracle selections. Keep it for evaluation, but never expose it to the model as an input or training table.
+- The original B1-B4 identifiers are retained inside files for compatibility; the directory names above are the public task names.
+
+## Data Version
 
-Use the code release at https://github.com/LAMDA-Tabular/TopBench for validation, inference, evaluation, and the predict-only baseline.
+`cleaned-20261107` is an audited data update, **not the original paper-score dataset**. It corrects documented query mappings, target aliases, ranking scope and completeness, corrupted category text, and hotel visible-input group overlap. All 779 question slots and 214 oracle files are retained.
+
+For the previous public data, pin revision [`643090b74d9beb0da9f2da3ff650af70c12511f1`](https://huggingface.co/datasets/LAMDA-Tabular/TopBench/tree/643090b74d9beb0da9f2da3ff650af70c12511f1). Re-run inference and evaluation on this version in a fresh output directory; previous model outputs and scores are not interchangeable with the cleaned data. See [CHANGELOG.md](CHANGELOG.md) and [data_version.json](data_version.json).
+
+Checks cover file integrity, loaders, ranking oracles, observed targets, source-supported repairs, and full-dataset automatic semantic screening with a second pass over flagged cases and evidence-based adjudication. They are not exhaustive independent human annotation. Qualitative descriptions remain approximate rather than invertible numeric encodings. Treatment Effect Analysis uses predictive comparisons of observed scenarios, not identified causal effects; auxiliary fields in source records may differ beyond the attributes stated in a question.
+
+Original tables retain their source-specific terms; source URLs are provided in dataset metadata.
+
+The original used-car archive contains 104 history descriptions with an unrecoverable replacement character. These free-text strings are retained verbatim, rather than guessed; structured labels are not changed.
+
+## Citation
+
+```bibtex
+@misc{ji2026topbenchbenchmarkimplicitpredictive,
+      title={TopBench: A Benchmark for Implicit Predictive Reasoning in Tabular Question Answering},
+      author={An-Yang Ji and Jun-Peng Jiang and De-Chuan Zhan and Han-Jia Ye},
+      year={2026},
+      eprint={2604.28076},
+      archivePrefix={arXiv},
+      primaryClass={cs.CL},
+      url={https://arxiv.org/abs/2604.28076},
+}
+```
diff --git a/data_version.json b/data_version.json
new file mode 100644
index 0000000000000000000000000000000000000000..dbface9ed44d79f4eeeac9c4f8722b3bacd3a788
--- /dev/null
+++ b/data_version.json
@@ -0,0 +1,19 @@
+{
+  "version": "cleaned-20261107",
+  "release_date": "2026-11-07",
+  "repo": "LAMDA-Tabular/TopBench",
+  "previous_public_revision": "643090b74d9beb0da9f2da3ff650af70c12511f1",
+  "total_questions": 779,
+  "question_counts": {
+    "decision_making": 186,
+    "ranking_and_filtering": 214,
+    "single_point_prediction": 274,
+    "treatment_effect_analysis": 105
+  },
+  "dataset_folders": 292,
+  "ranking_oracle_files": 214,
+  "score_compatibility": "Not interchangeable with historical model outputs or paper scores; re-evaluate separately",
+  "changelog": "CHANGELOG.md",
+  "manifest": "DATA_MANIFEST.json",
+  "validation_scope": "Deterministic integrity and source checks; automatic semantic review plus evidence-based adjudication, not exhaustive human annotation"
+}
diff --git a/decision_making/daily/classification/Apple_Quality_B2/history.csv b/decision_making/daily/classification/Apple_Quality_B2/history.csv
index 9059fce619fa458c3ba281f380a96284400d77e1..71acb918d781178cd823eabe2ebb57df8ac2de9d 100644
--- a/decision_making/daily/classification/Apple_Quality_B2/history.csv
+++ b/decision_making/daily/classification/Apple_Quality_B2/history.csv
@@ -3485,7 +3485,6 @@ A_id,Size,Weight,Sweetness,Crunchiness,Juiciness,Ripeness,Acidity,Quality
 3997.0,-2.634515299,-2.13824672,-2.440461285,0.657222891,2.19970859,4.763859177,-1.334611391,bad
 3998.0,-4.008003744,-1.779337107,2.366396966,-0.200329367,2.161435121,0.214488384,-2.229719806,good
 3999.0,0.27853965,-1.715505028,0.121217251,-1.154074758,1.2666774,-0.77657147,1.599796456,good
-,,,,,,,Created_by_Nidula_Elgiriyewithana,
 3985.0,-0.230550165,-0.669955966,-1.896049211,0.657545411,1.843633558,0.473194498,1.461085428,bad
 2038.0,3.947883038,-1.641135894,-4.28281972,-0.298038556,6.32830431,-0.195911529,1.885183745,bad
 3104.0,-1.704699162,-1.73050323,-0.830481119,-0.315856763,0.719482353,4.35595832,-0.64743073,bad
diff --git a/decision_making/daily/classification/Apple_Quality_B2/info.json b/decision_making/daily/classification/Apple_Quality_B2/info.json
index 061594cd032cd189afdf78ebe43a94ad53166b97..8de202273508b7431d0bbe83b679ee5373c9efe5 100644
--- a/decision_making/daily/classification/Apple_Quality_B2/info.json
+++ b/decision_making/daily/classification/Apple_Quality_B2/info.json
@@ -1,66 +1,69 @@
-{
-    "name": "Apple Quality",
-    "source": "https://www.kaggle.com/datasets/nelgiriyewithana/apple-quality/data",
-    "data_intro": "This dataset contains information about various attributes of a set of fruits, providing insights into their characteristics. The dataset includes details such as fruit ID, size, weight, sweetness, crunchiness, juiciness, ripeness, acidity, and quality.",
-    "is_splited": false,
-    "overall_size": 4000,
-    "train_size": 0,
-    "test_size": 0,
-    "c_classes": 2,
-    "n_classes": 7,
-    "task_type": "classification",
-    "target": {
-        "Quality": "Build a model to predict the quality rating of fruits using various attributes."
-    },
-    "cat_feature_intro": {
-        "Acidity": "- Acidity: Acidity level of the fruit",
-        "Quality": "- Quality: Overall quality of the fruit."
-    },
-    "num_feature_intro": {
-        "A_id": "- A_id: Unique identifier for each fruit",
-        "Size": "- Size: Size of the fruit",
-        "Weight": "- Weight: Weight of the fruit",
-        "Sweetness": "- Sweetness: Degree of sweetness of the fruit",
-        "Crunchiness": "- Crunchiness: Texture indicating the crunchiness of the fruit",
-        "Juiciness": "- Juiciness: Level of juiciness of the fruit",
-        "Ripeness": "- Ripeness: Stage of ripeness of the fruit"
-    },
-    "evaluation_metric": null,
-    "num_feature_value": {
-        "A_id": [
-            0.0,
-            3999.0
-        ],
-        "Crunchiness": [
-            -6.055057805,
-            7.619851801
-        ],
-        "Juiciness": [
-            -5.961897048,
-            7.364402864
-        ],
-        "Ripeness": [
-            -5.864598918,
-            7.237836684
-        ],
-        "Size": [
-            -7.151703059,
-            6.406366899
-        ],
-        "Sweetness": [
-            -6.894485494,
-            6.374915513
-        ],
-        "Weight": [
-            -7.149847675,
-            5.79071359
-        ]
-    },
-    "cat_feature_value": {
-        "Acidity": "string",
-        "Quality": [
-            "bad",
-            "good"
-        ]
-    }
-}
\ No newline at end of file
+{
+  "name": "Apple Quality",
+  "source": "https://www.kaggle.com/datasets/nelgiriyewithana/apple-quality/data",
+  "data_intro": "This dataset contains information about various attributes of a set of fruits, providing insights into their characteristics. The dataset includes details such as fruit ID, size, weight, sweetness, crunchiness, juiciness, ripeness, acidity, and quality.",
+  "is_splited": false,
+  "overall_size": 4000,
+  "train_size": 0,
+  "test_size": 0,
+  "c_classes": 1,
+  "n_classes": 8,
+  "task_type": "classification",
+  "target": {
+    "Quality": "Build a model to predict the quality rating of fruits using various attributes."
+  },
+  "cat_feature_intro": {
+    "Quality": "- Quality: Overall quality of the fruit."
+  },
+  "num_feature_intro": {
+    "A_id": "- A_id: Unique identifier for each fruit",
+    "Size": "- Size: Size of the fruit",
+    "Weight": "- Weight: Weight of the fruit",
+    "Sweetness": "- Sweetness: Degree of sweetness of the fruit",
+    "Crunchiness": "- Crunchiness: Texture indicating the crunchiness of the fruit",
+    "Juiciness": "- Juiciness: Level of juiciness of the fruit",
+    "Ripeness": "- Ripeness: Stage of ripeness of the fruit",
+    "Acidity": "- Acidity: Acidity level of the fruit"
+  },
+  "evaluation_metric": null,
+  "num_feature_value": {
+    "A_id": [
+      0.0,
+      3999.0
+    ],
+    "Crunchiness": [
+      -6.055057805,
+      7.619851801
+    ],
+    "Juiciness": [
+      -5.961897048,
+      7.364402864
+    ],
+    "Ripeness": [
+      -5.864598918,
+      7.237836684
+    ],
+    "Size": [
+      -7.151703059,
+      6.406366899
+    ],
+    "Sweetness": [
+      -6.894485494,
+      6.374915513
+    ],
+    "Weight": [
+      -7.149847675,
+      5.79071359
+    ],
+    "Acidity": [
+      -7.010538475,
+      7.404736238
+    ]
+  },
+  "cat_feature_value": {
+    "Quality": [
+      "bad",
+      "good"
+    ]
+  }
+}
diff --git a/decision_making/daily/classification/Apple_Quality_B2/info_mod.json b/decision_making/daily/classification/Apple_Quality_B2/info_mod.json
index ed172aa47e101eb167b3b86984fd1b74f7e122f3..f7777abe9021042f7030f4c3e3823bc7b06e30be 100644
--- a/decision_making/daily/classification/Apple_Quality_B2/info_mod.json
+++ b/decision_making/daily/classification/Apple_Quality_B2/info_mod.json
@@ -52,8 +52,8 @@
       7.237836684
     ],
     "Acidity": [
-      -6.46098926,
-      6.70139469
+      -7.010538475,
+      7.404736238
     ]
   },
   "cat_feature_value": {},
@@ -91,4 +91,4 @@
   "open_text_feature_intro": {},
   "open_text_features": [],
   "missing_from_original_info": []
-}
\ No newline at end of file
+}
diff --git a/decision_making/daily/classification/Hotel_booking_demand_B2/Hotel_booking_demand_B2_001.json b/decision_making/daily/classification/Hotel_booking_demand_B2/Hotel_booking_demand_B2_001.json
index b674d3dc08103c749ca65a2491b72ae135b3c904..535c550a7520dd588044b938db5ff98605458462 100644
--- a/decision_making/daily/classification/Hotel_booking_demand_B2/Hotel_booking_demand_B2_001.json
+++ b/decision_making/daily/classification/Hotel_booking_demand_B2/Hotel_booking_demand_B2_001.json
@@ -5,7 +5,7 @@
   "perspective": "user",
   "dataset_name": "Hotel_booking_demand",
   "table_path": "kaggle/Hotel_booking_demand",
-  "query": "It’s tricky comparing these two cases side by side. The February booking, which was canceled, had those specific details: arrival year 2016, month February, week number 7, day of month 7, one weekend night stay, two adults, zero children and zero babies, a BB meal, country Thailand, market segment Online TA, distribution channel TA/TO, not a repeated guest, zero previous bookings not canceled, reserved room A and assigned room A, zero booking changes, zero days on a waiting list, customer type Transient, an average daily rate of 93.0, and zero required parking spaces. Then there’s the March booking with a 43-day lead time, arrival year 2016, month March, zero weekend nights but one weekday night, two adults, zero babies, BB meal, country Italy, market segment Online TA, not a repeated guest, zero previous cancellations, zero previous bookings not canceled, reserved and assigned room F, zero booking changes, deposit type No Deposit, agent 9.0, zero waiting list days, customer type Transient, an ADR of 153.9, zero parking spaces, and zero special requests. Flipping between them, the differences in rate, lead time, and the fact one is already canceled make it hard to judge. Given what we know about no-shows, does one of these stand out as more likely to have been a complete no-show?",
+  "query": "It’s tricky comparing these two cases side by side. The February booking had these details: arrival year 2016, month February, week number 7, day of month 7, one weekend night stay, two adults, zero children and zero babies, a BB meal, country Thailand, market segment Online TA, distribution channel TA/TO, not a repeated guest, zero previous bookings not canceled, reserved room A and assigned room A, zero booking changes, zero days on a waiting list, customer type Transient, an average daily rate of 93.0, and zero required parking spaces. Then there’s the March booking with a 43-day lead time, arrival year 2016, month March, zero weekend nights but one weekday night, two adults, zero babies, BB meal, country Italy, market segment Online TA, not a repeated guest, zero previous cancellations, zero previous bookings not canceled, reserved and assigned room F, zero booking changes, deposit type No Deposit, agent 9.0, zero waiting list days, customer type Transient, an ADR of 153.9, zero parking spaces, and zero special requests. Flipping between them, the rates and the available booking details make it hard to judge. Given what we know about no-shows, does one of these stand out as more likely to have been a complete no-show?",
   "meta_info": {
     "domain": "daily"
   },
@@ -15,7 +15,6 @@
         "scenario_id": "001",
         "features": {
           "hotel": null,
-          "is_canceled": "1",
           "lead_time": null,
           "arrival_date_year": "2016",
           "arrival_date_month": "February",
@@ -44,15 +43,13 @@
           "adr": "93.0",
           "required_car_parking_spaces": "0",
           "total_of_special_requests": null,
-          "reservation_status": "No-Show",
-          "reservation_status_date": null
+          "reservation_status": "No-Show"
         }
       },
       {
         "scenario_id": "002",
         "features": {
           "hotel": null,
-          "is_canceled": null,
           "lead_time": "43",
           "arrival_date_year": "2016",
           "arrival_date_month": "March",
@@ -81,8 +78,7 @@
           "adr": "153.9",
           "required_car_parking_spaces": "0",
           "total_of_special_requests": "0",
-          "reservation_status": "Canceled",
-          "reservation_status_date": null
+          "reservation_status": "Canceled"
         }
       }
     ],
@@ -96,4 +92,4 @@
   },
   "response": "",
   "evaluation_score": {}
-}
\ No newline at end of file
+}
diff --git a/decision_making/daily/classification/Hotel_booking_demand_B2/Hotel_booking_demand_B2_002.json b/decision_making/daily/classification/Hotel_booking_demand_B2/Hotel_booking_demand_B2_002.json
index 7a76469d644042f0b19db1b3285b60df53d5b980..e911f8b30ce34bec565e89e8a4c01966535a152c 100644
--- a/decision_making/daily/classification/Hotel_booking_demand_B2/Hotel_booking_demand_B2_002.json
+++ b/decision_making/daily/classification/Hotel_booking_demand_B2/Hotel_booking_demand_B2_002.json
@@ -5,7 +5,7 @@
   "perspective": "user",
   "dataset_name": "Hotel_booking_demand",
   "table_path": "kaggle/Hotel_booking_demand",
-  "query": "Take a look: the first is a City Hotel reservation with a 9-day lead, for 2016, week 2, the 8th, planning 2 weekend and 3 weeknight stays. Just one adult, no children or babies, a BB meal, booked through Offline TA/TO. The guest isn't a repeat, has no history of cancellations or prior kept bookings, reserved and got room A, made no changes, paid no deposit, wasn't on a waiting list, is a Transient, and had no special requests. The second entry, for the City Hotel, is flagged canceled, booked 104 days ahead for June 9, 2016, week 24, with 0 weekend nights and 3 weeknights. Two adults, no babies, BB meal, guest from Brazil, booked via Online TA on the TA/TO channel, not a repeat guest, with zero previous bookings not canceled, reserved and assigned room A, no deposit, agent ID 9.0, average rate 126.9, and no parking needed. Third, another City Hotel cancellation, lead time 5 days for 2017 week 19, includes 2 weekend nights, two adults, no babies, from Brazil, Online TA/TA/TO booking. Not a repeat guest, zero previous cancellations, zero previous uncanceled bookings, room A reserved and assigned, zero changes, agent 9.0, zero waiting list days, Transient type, rate 150.0, and one special request. With all this info, can you point to the booking that successfully reached check-out?",
+  "query": "Take a look: the first is a City Hotel reservation with a 9-day lead, for 2016, week 2, the 8th, planning 2 weekend and 3 weeknight stays. Just one adult, no children or babies, a BB meal, booked through Offline TA/TO. The guest isn't a repeat, has no history of cancellations or prior kept bookings, reserved and got room A, made no changes, paid no deposit, wasn't on a waiting list, is a Transient, and had no special requests. The second entry is a City Hotel booking made 104 days ahead for June 9, 2016, week 24, with 0 weekend nights and 3 weeknights. Two adults, no babies, BB meal, guest from Brazil, booked via Online TA on the TA/TO channel, not a repeat guest, with zero previous bookings not canceled, reserved and assigned room A, no deposit, agent ID 9.0, average rate 126.9, and no parking needed. The third is another City Hotel booking, lead time 5 days for 2017 week 19, includes 2 weekend nights, two adults, no babies, from Brazil, Online TA/TA/TO booking. Not a repeat guest, zero previous cancellations, zero previous uncanceled bookings, room A reserved and assigned, zero changes, agent 9.0, zero waiting list days, Transient type, rate 150.0, and one special request. With all this info, can you point to the booking most likely to complete its stay and check out?",
   "meta_info": {
     "domain": "daily"
   },
@@ -15,7 +15,6 @@
         "scenario_id": "001",
         "features": {
           "hotel": "City Hotel",
-          "is_canceled": null,
           "lead_time": "9",
           "arrival_date_year": "2016",
           "arrival_date_month": null,
@@ -44,15 +43,13 @@
           "adr": null,
           "required_car_parking_spaces": null,
           "total_of_special_requests": "0",
-          "reservation_status": "Check-Out",
-          "reservation_status_date": null
+          "reservation_status": "Check-Out"
         }
       },
       {
         "scenario_id": "002",
         "features": {
           "hotel": "City Hotel",
-          "is_canceled": "1",
           "lead_time": "104",
           "arrival_date_year": "2016",
           "arrival_date_month": "June",
@@ -81,15 +78,13 @@
           "adr": "126.9",
           "required_car_parking_spaces": "0",
           "total_of_special_requests": null,
-          "reservation_status": "Canceled",
-          "reservation_status_date": null
+          "reservation_status": "Canceled"
         }
       },
       {
         "scenario_id": "003",
         "features": {
           "hotel": "City Hotel",
-          "is_canceled": "1",
           "lead_time": "5",
           "arrival_date_year": "2017",
           "arrival_date_month": null,
@@ -118,8 +113,7 @@
           "adr": "150.0",
           "required_car_parking_spaces": null,
           "total_of_special_requests": "1",
-          "reservation_status": "No-Show",
-          "reservation_status_date": null
+          "reservation_status": "No-Show"
         }
       }
     ],
@@ -133,4 +127,4 @@
   },
   "response": "",
   "evaluation_score": {}
-}
\ No newline at end of file
+}
diff --git a/decision_making/daily/classification/Hotel_booking_demand_B2/Hotel_booking_demand_B2_003.json b/decision_making/daily/classification/Hotel_booking_demand_B2/Hotel_booking_demand_B2_003.json
index c14719302cb1588349434f860c1d25fcefe97648..c1ca387e378744c990ae58565a01b4a59b248a7b 100644
--- a/decision_making/daily/classification/Hotel_booking_demand_B2/Hotel_booking_demand_B2_003.json
+++ b/decision_making/daily/classification/Hotel_booking_demand_B2/Hotel_booking_demand_B2_003.json
@@ -5,7 +5,7 @@
   "perspective": "user",
   "dataset_name": "Hotel_booking_demand",
   "table_path": "kaggle/Hotel_booking_demand",
-  "query": "I’ve got two booking profiles here and I’m trying to spot the one that was canceled, but every detail seems to tell a different story. First, a Resort Hotel booking, canceled, with a lead time of 48 days for an arrival in July 2017, specifically the 11th, which is in week 28. The stay is three weeknights with zero weekend nights, for two adults, zero children, zero babies. The meal is Half Board, the country is Portugal, and it was booked in the Online TA market segment via the TA/TO distribution channel. The guest is not a repeated guest, has zero previous cancellations and zero previous bookings not canceled, reserved room type A and was assigned the same, made zero booking changes, selected No Deposit, and was handled by agent 240.0. They spent zero days on a waiting list, are a Transient customer, have an average daily rate of 180.67, required zero car parking spaces, and made zero special requests. The second is a City Hotel booking, not canceled, booked 263 days ahead for arrival on June 23rd, 2017, in week 25, with two weekend nights and two weeknights, also two adults, zero children, zero babies, but with a Bed & Breakfast meal. Also from Portugal, but this was a Groups market segment booking via the TA/TO channel. Again, not a repeated guest, with zero previous cancellations and zero previous successful bookings, reserved and assigned room A, zero changes, No Deposit, agent 37.0, zero waiting list days, but the customer type is Transient-Party, the rate is 105.0, zero parking needed, and they made one special request. Juggling all these numbers and categories—from the agent IDs 240.0 and 37.0 to the rates of 180.67 and 105.0—leaves me uncertain. Between these two, which reservation actually ended up being canceled?",
+  "query": "I've got two booking profiles to compare against our historical booking records. First, a Resort Hotel booking with a lead time of 48 days for an arrival in July 2017, specifically the 11th, which is in week 28. The stay is three weeknights with zero weekend nights, for two adults, zero children, zero babies. The meal is Half Board, the country is Portugal, and it was booked in the Online TA market segment via the TA/TO distribution channel. The guest is not a repeated guest, has zero previous cancellations and zero previous bookings not canceled, reserved room type A and was assigned the same, made zero booking changes, selected No Deposit, and was handled by agent 240.0. They spent zero days on a waiting list, are a Transient customer, have an average daily rate of 180.67, required zero car parking spaces, and made zero special requests. The second is a City Hotel booking made 263 days ahead for arrival on June 23rd, 2017, in week 25, with two weekend nights and two weeknights, also two adults, zero children, zero babies, but with a Bed & Breakfast meal. Also from Portugal, but this was a Groups market segment booking via the TA/TO channel. Again, not a repeated guest, with zero previous cancellations and zero previous successful bookings, reserved and assigned room A, zero changes, No Deposit, agent 37.0, zero waiting list days, but the customer type is Transient-Party, the rate is 105.0, zero parking needed, and they made one special request. Juggling all these numbers and categories—from the agent IDs 240.0 and 37.0 to the rates of 180.67 and 105.0—leaves me uncertain. Between these two, which reservation looks more likely to be canceled?",
   "meta_info": {
     "domain": "daily"
   },
@@ -15,7 +15,6 @@
         "scenario_id": "001",
         "features": {
           "hotel": "Resort Hotel",
-          "is_canceled": "1",
           "lead_time": "48",
           "arrival_date_year": "2017",
           "arrival_date_month": "July",
@@ -44,15 +43,13 @@
           "adr": "180.67",
           "required_car_parking_spaces": "0",
           "total_of_special_requests": "0",
-          "reservation_status": "Canceled",
-          "reservation_status_date": null
+          "reservation_status": "Canceled"
         }
       },
       {
         "scenario_id": "002",
         "features": {
           "hotel": "City Hotel",
-          "is_canceled": "0",
           "lead_time": "263",
           "arrival_date_year": "2017",
           "arrival_date_month": "June",
@@ -81,8 +78,7 @@
           "adr": "105.0",
           "required_car_parking_spaces": "0",
           "total_of_special_requests": "1",
-          "reservation_status": "Check-Out",
-          "reservation_status_date": null
+          "reservation_status": "Check-Out"
         }
       }
     ],
@@ -96,4 +92,4 @@
   },
   "response": "",
   "evaluation_score": {}
-}
\ No newline at end of file
+}
diff --git a/decision_making/daily/classification/Hotel_booking_demand_B2/Hotel_booking_demand_B2_004.json b/decision_making/daily/classification/Hotel_booking_demand_B2/Hotel_booking_demand_B2_004.json
index 88b34b9790eedd9fffa80ea579b749ce09ec91f0..dcbd6ae3ded28a825852e7d4a9771287a3e23ed4 100644
--- a/decision_making/daily/classification/Hotel_booking_demand_B2/Hotel_booking_demand_B2_004.json
+++ b/decision_making/daily/classification/Hotel_booking_demand_B2/Hotel_booking_demand_B2_004.json
@@ -5,7 +5,7 @@
   "perspective": "data_holder",
   "dataset_name": "Hotel_booking_demand",
   "table_path": "kaggle/Hotel_booking_demand",
-  "query": "Having to decide which upcoming booking is most likely to be a \"Canceled\" reservation is giving me a headache. I’ve got two different ones here. The first is for a City Hotel, it’s marked as canceled already with a lead time of 20 days, set to arrive in May on the 3rd in 2017. That guest is staying for zero weekend nights and two week nights, just one adult with no children or babies from Portugal, booked through the Online TA market segment via the TA/TO channel. They’re not a repeated guest, have no previous cancellations or non-canceled bookings, reserved room type A, made zero booking changes, had no deposit, zero days on a waiting list, are a Transient customer type, and required zero car parking spaces. The second booking is for a Resort Hotel, currently not canceled, with an 18-day lead time, arriving in the 12th week of 2016. That stay involves zero weekend nights and one week night, for two adults with no children or babies, on a BB meal plan, also from Portugal via the Online TA segment. They also have zero previous cancellations and non-canceled bookings, reserved room type A, made zero changes, had no deposit, were booked by agent 240.0, spent zero days on a waiting list, are a Transient customer, and needed zero parking spaces. I’ve shared our historical booking archives with you. Considering all these details from my records, is the Resort Hotel booking actually the one more prone to end up canceled?",
+  "query": "Having to decide which upcoming booking is most likely to be a \"Canceled\" reservation is giving me a headache. I’ve got two different ones here. The first is for a City Hotel with a lead time of 20 days, set to arrive in May on the 3rd in 2017. That guest is staying for zero weekend nights and two week nights, just one adult with no children or babies from Portugal, booked through the Online TA market segment via the TA/TO channel. They’re not a repeated guest, have no previous cancellations or non-canceled bookings, reserved room type A, made zero booking changes, had no deposit, zero days on a waiting list, are a Transient customer type, and required zero car parking spaces. The second booking is for a Resort Hotel with an 18-day lead time, arriving in the 12th week of 2016. That stay involves zero weekend nights and one week night, for two adults with no children or babies, on a BB meal plan, also from Portugal via the Online TA segment. They also have zero previous cancellations and non-canceled bookings, reserved room type A, made zero changes, had no deposit, were booked by agent 240.0, spent zero days on a waiting list, are a Transient customer, and needed zero parking spaces. I’ve shared our historical booking archives with you. Considering all these details from my records, which of these bookings looks more likely to end up canceled?",
   "meta_info": {
     "domain": "daily"
   },
@@ -15,7 +15,6 @@
         "scenario_id": "001",
         "features": {
           "hotel": "City Hotel",
-          "is_canceled": "1",
           "lead_time": "20",
           "arrival_date_year": "2017",
           "arrival_date_month": "May",
@@ -44,15 +43,13 @@
           "adr": null,
           "required_car_parking_spaces": "0",
           "total_of_special_requests": null,
-          "reservation_status": "Canceled",
-          "reservation_status_date": null
+          "reservation_status": "Canceled"
         }
       },
       {
         "scenario_id": "002",
         "features": {
           "hotel": "Resort Hotel",
-          "is_canceled": "0",
           "lead_time": "18",
           "arrival_date_year": "2016",
           "arrival_date_month": null,
@@ -81,8 +78,7 @@
           "adr": null,
           "required_car_parking_spaces": "0",
           "total_of_special_requests": null,
-          "reservation_status": "Check-Out",
-          "reservation_status_date": null
+          "reservation_status": "Check-Out"
         }
       }
     ],
@@ -96,4 +92,4 @@
   },
   "response": "",
   "evaluation_score": {}
-}
\ No newline at end of file
+}
diff --git a/decision_making/daily/classification/Hotel_booking_demand_B2/Hotel_booking_demand_B2_005.json b/decision_making/daily/classification/Hotel_booking_demand_B2/Hotel_booking_demand_B2_005.json
index dcc7a4229f65adeda7f62d2dbaf08c6ce8f450c0..9564047f0c9dfe9b0f571532377f0f572bb3c290 100644
--- a/decision_making/daily/classification/Hotel_booking_demand_B2/Hotel_booking_demand_B2_005.json
+++ b/decision_making/daily/classification/Hotel_booking_demand_B2/Hotel_booking_demand_B2_005.json
@@ -5,7 +5,7 @@
   "perspective": "data_holder",
   "dataset_name": "Hotel_booking_demand",
   "table_path": "kaggle/Hotel_booking_demand",
-  "query": "Flipping through these old booking records, I'm stuck between two specific cases. The first guest booked a City Hotel stay a whopping 293 days in advance for August 6, 2015, taking 2 weeknights and 0 weekend nights for 2 adults (no children or babies) from Portugal. It was distributed via TA/TO, they weren't a repeat guest but had canceled once before with zero completed bookings, reserved and got room A, agent 1 handled it, no waitlist days, they were a contract customer, needed no parking, and made no special requests—canceled. The second guest also booked a City Hotel, but just 19 days ahead for a February 1st arrival in week 6, wanting 1 weekend night and 5 weeknights for 2 adults and 2 children from China. It was an Online TA booking through TA/TO, not a repeat guest, with no prior cancellations or non-canceled bookings, reserved room B, no deposit, agent 9, transient-party type, average daily rate of 79.88, no parking, no special requests—canceled as well. Given all this detail from our past logs, please help me decide: between these two, who do you think was the actual no-show?",
+  "query": "I'm comparing two booking profiles against our historical archive. The first guest booked a City Hotel stay a whopping 293 days in advance for August 6, 2015, taking 2 weeknights and 0 weekend nights for 2 adults (no children or babies) from Portugal. It was distributed via TA/TO, they weren't a repeat guest but had canceled once before with zero completed bookings, reserved and got room A, agent 1 handled it, no waitlist days, they were a contract customer, needed no parking, and made no special requests. The second guest also booked a City Hotel, but just 19 days ahead for a February 1st arrival in week 6, wanting 1 weekend night and 5 weeknights for 2 adults and 2 children from China. It was an Online TA booking through TA/TO, not a repeat guest, with no prior cancellations or non-canceled bookings, reserved room B, no deposit, agent 9, transient-party type, average daily rate of 79.88, no parking, no special requests. Given all this detail from our past logs, please help me decide: between these two, who do you think was the actual no-show?",
   "meta_info": {
     "domain": "daily"
   },
@@ -15,7 +15,6 @@
         "scenario_id": "001",
         "features": {
           "hotel": "City Hotel",
-          "is_canceled": "1",
           "lead_time": "293",
           "arrival_date_year": "2015",
           "arrival_date_month": "August",
@@ -44,15 +43,13 @@
           "adr": null,
           "required_car_parking_spaces": "0",
           "total_of_special_requests": "0",
-          "reservation_status": "Canceled",
-          "reservation_status_date": null
+          "reservation_status": "Canceled"
         }
       },
       {
         "scenario_id": "002",
         "features": {
           "hotel": "City Hotel",
-          "is_canceled": "1",
           "lead_time": "19",
           "arrival_date_year": null,
           "arrival_date_month": "February",
@@ -81,8 +78,7 @@
           "adr": "79.88",
           "required_car_parking_spaces": "0",
           "total_of_special_requests": "0",
-          "reservation_status": "No-Show",
-          "reservation_status_date": null
+          "reservation_status": "No-Show"
         }
       }
     ],
@@ -96,4 +92,4 @@
   },
   "response": "",
   "evaluation_score": {}
-}
\ No newline at end of file
+}
diff --git a/decision_making/daily/classification/Hotel_booking_demand_B2/Hotel_booking_demand_B2_006.json b/decision_making/daily/classification/Hotel_booking_demand_B2/Hotel_booking_demand_B2_006.json
index 4c87feae5ea622503abe7c7d186c93d74408e177..d3a621d475c5ee5b4103714c6b55433068c7a4ed 100644
--- a/decision_making/daily/classification/Hotel_booking_demand_B2/Hotel_booking_demand_B2_006.json
+++ b/decision_making/daily/classification/Hotel_booking_demand_B2/Hotel_booking_demand_B2_006.json
@@ -5,7 +5,7 @@
   "perspective": "data_holder",
   "dataset_name": "Hotel_booking_demand",
   "table_path": "kaggle/Hotel_booking_demand",
-  "query": "This City Hotel booking for December 2016 was made way back, 195 days before arrival, for a two-night stay during the week with two adults on a BB plan, booked online by a guest from France. They’re not a repeat customer, have no history of cancellations, were assigned the B room they reserved, changed the booking once, didn’t pay a deposit, worked with agent 9.0, are considered a transient-party, and required no parking or special extras. Meanwhile, another City Hotel booking for August 14th was canceled—it was booked with no advance notice, for two weeknights, no children, on an HB meal plan, arranged through an offline travel agent. The guest isn’t a repeat visitor either, has no prior cancellations, got the A room they wanted, paid no deposit, used agent 6.0, waited zero days, was charged 109.0 per night, and made no special requests. Then there’s a third reservation for December 6th, 2016, in week 50, not canceled, booked 27 days out for a four-weeknight stay with two adults on an SC meal, from France via a travel agent channel. This guest also isn’t a repeat visitor, has no cancellation history, received their reserved A room, made no changes, gave no deposit, used agent 9.0, had zero waiting time, is a transient customer, paid 74.8 nightly, and made one special request. I’ve sent you our archive of past bookings—from your analysis of the trends, do you think the first, second, or third one will be checked out?",
+  "query": "This City Hotel booking for December 2016 was made way back, 195 days before arrival, for a two-night stay during the week with two adults on a BB plan, booked online by a guest from France. They’re not a repeat customer, have no history of cancellations, were assigned the B room they reserved, changed the booking once, didn’t pay a deposit, worked with agent 9.0, are considered a transient-party, and required no parking or special extras. Meanwhile, another City Hotel booking for August 14th was made with no advance notice, for two weeknights, no children, on an HB meal plan, arranged through an offline travel agent. The guest isn’t a repeat visitor either, has no prior cancellations, got the A room they wanted, paid no deposit, used agent 6.0, waited zero days, was charged 109.0 per night, and made no special requests. Then there’s a third reservation for December 6th, 2016, in week 50, booked 27 days out for a four-weeknight stay with two adults on an SC meal, from France via a travel agent channel. This guest also isn’t a repeat visitor, has no cancellation history, received their reserved A room, made no changes, gave no deposit, used agent 9.0, had zero waiting time, is a transient customer, paid 74.8 nightly, and made one special request. I’ve sent you our archive of past bookings—from your analysis of the trends, do you think the first, second, or third one will be checked out?",
   "meta_info": {
     "domain": "daily"
   },
@@ -15,7 +15,6 @@
         "scenario_id": "001",
         "features": {
           "hotel": "City Hotel",
-          "is_canceled": null,
           "lead_time": "195",
           "arrival_date_year": "2016",
           "arrival_date_month": "December",
@@ -44,15 +43,13 @@
           "adr": null,
           "required_car_parking_spaces": "0",
           "total_of_special_requests": "0",
-          "reservation_status": "Canceled",
-          "reservation_status_date": null
+          "reservation_status": "Canceled"
         }
       },
       {
         "scenario_id": "002",
         "features": {
           "hotel": "City Hotel",
-          "is_canceled": "1",
           "lead_time": "0",
           "arrival_date_year": null,
           "arrival_date_month": "August",
@@ -81,15 +78,13 @@
           "adr": "109.0",
           "required_car_parking_spaces": null,
           "total_of_special_requests": "0",
-          "reservation_status": "Canceled",
-          "reservation_status_date": null
+          "reservation_status": "Canceled"
         }
       },
       {
         "scenario_id": "003",
         "features": {
           "hotel": null,
-          "is_canceled": "0",
           "lead_time": "27",
           "arrival_date_year": "2016",
           "arrival_date_month": "December",
@@ -118,8 +113,7 @@
           "adr": "74.8",
           "required_car_parking_spaces": null,
           "total_of_special_requests": "1",
-          "reservation_status": "Check-Out",
-          "reservation_status_date": null
+          "reservation_status": "Check-Out"
         }
       }
     ],
@@ -133,4 +127,4 @@
   },
   "response": "",
   "evaluation_score": {}
-}
\ No newline at end of file
+}
diff --git a/decision_making/daily/classification/Hotel_booking_demand_B2/current.csv b/decision_making/daily/classification/Hotel_booking_demand_B2/current.csv
index 04772d0af9becfa40de73ec65650341cee2f0a9d..64728dbb09a6c6b413ebe828ca46aece9b8785d9 100644
--- a/decision_making/daily/classification/Hotel_booking_demand_B2/current.csv
+++ b/decision_making/daily/classification/Hotel_booking_demand_B2/current.csv
@@ -1,15 +1,15 @@
-hotel,is_canceled,lead_time,arrival_date_year,arrival_date_month,arrival_date_week_number,arrival_date_day_of_month,stays_in_weekend_nights,stays_in_week_nights,adults,children,babies,meal,country,market_segment,distribution_channel,is_repeated_guest,previous_cancellations,previous_bookings_not_canceled,reserved_room_type,assigned_room_type,booking_changes,deposit_type,agent,company,days_in_waiting_list,customer_type,adr,required_car_parking_spaces,total_of_special_requests,reservation_status,reservation_status_date
-City Hotel,1,12,2016,February,7,7,1,0,2,0.0,0,BB,THA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,93.0,0,2,No-Show,2016-02-07
-City Hotel,1,43,2016,March,10,1,0,1,2,2.0,0,BB,ITA,Online TA,TA/TO,0,0,0,F,F,0,No Deposit,9.0,,0,Transient,153.9,0,0,Canceled,2016-02-26
-City Hotel,0,9,2016,January,2,8,2,3,1,0.0,0,BB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,27.0,,0,Transient,44.8,0,0,Check-Out,2016-01-13
-City Hotel,1,104,2016,June,24,9,0,3,2,0.0,0,BB,BRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,126.9,0,0,Canceled,2016-03-01
-City Hotel,1,5,2017,May,19,11,2,3,2,0.0,0,SC,BRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,150.0,0,1,No-Show,2017-05-11
-Resort Hotel,1,48,2017,July,28,11,0,3,2,0.0,0,HB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,180.67,0,0,Canceled,2017-05-25
-City Hotel,0,263,2017,June,25,23,2,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,37.0,,0,Transient-Party,105.0,0,1,Check-Out,2017-06-27
-City Hotel,1,20,2017,May,18,3,0,2,1,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,8.0,,0,Transient,130.0,0,1,Canceled,2017-04-28
-Resort Hotel,0,18,2016,March,12,19,0,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,60.0,0,0,Check-Out,2016-03-20
-City Hotel,1,293,2015,August,32,6,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Contract,62.0,0,0,Canceled,2015-01-01
-City Hotel,1,19,2016,February,6,1,1,5,2,2.0,0,BB,CHN,Online TA,TA/TO,0,0,0,B,B,0,No Deposit,9.0,,0,Transient-Party,79.88,0,0,No-Show,2016-02-01
-City Hotel,1,195,2016,December,49,2,0,2,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,B,B,1,No Deposit,9.0,,0,Transient-Party,71.22,0,0,Canceled,2016-06-23
-City Hotel,1,0,2015,August,33,14,0,2,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient-Party,109.0,0,0,Canceled,2015-08-14
-City Hotel,0,27,2016,December,50,6,0,4,2,0.0,0,SC,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,74.8,0,1,Check-Out,2016-12-10
+hotel,lead_time,arrival_date_year,arrival_date_month,arrival_date_week_number,arrival_date_day_of_month,stays_in_weekend_nights,stays_in_week_nights,adults,children,babies,meal,country,market_segment,distribution_channel,is_repeated_guest,previous_cancellations,previous_bookings_not_canceled,reserved_room_type,assigned_room_type,booking_changes,deposit_type,agent,company,days_in_waiting_list,customer_type,adr,required_car_parking_spaces,total_of_special_requests,reservation_status
+City Hotel,12,2016,February,7,7,1,0,2,0.0,0,BB,THA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,93.0,0,2,No-Show
+City Hotel,43,2016,March,10,1,0,1,2,2.0,0,BB,ITA,Online TA,TA/TO,0,0,0,F,F,0,No Deposit,9.0,,0,Transient,153.9,0,0,Canceled
+City Hotel,9,2016,January,2,8,2,3,1,0.0,0,BB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,27.0,,0,Transient,44.8,0,0,Check-Out
+City Hotel,104,2016,June,24,9,0,3,2,0.0,0,BB,BRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,126.9,0,0,Canceled
+City Hotel,5,2017,May,19,11,2,3,2,0.0,0,SC,BRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,150.0,0,1,No-Show
+Resort Hotel,48,2017,July,28,11,0,3,2,0.0,0,HB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,180.67,0,0,Canceled
+City Hotel,263,2017,June,25,23,2,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,37.0,,0,Transient-Party,105.0,0,1,Check-Out
+City Hotel,20,2017,May,18,3,0,2,1,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,8.0,,0,Transient,130.0,0,1,Canceled
+Resort Hotel,18,2016,March,12,19,0,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,60.0,0,0,Check-Out
+City Hotel,293,2015,August,32,6,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Contract,62.0,0,0,Canceled
+City Hotel,19,2016,February,6,1,1,5,2,2.0,0,BB,CHN,Online TA,TA/TO,0,0,0,B,B,0,No Deposit,9.0,,0,Transient-Party,79.88,0,0,No-Show
+City Hotel,195,2016,December,49,2,0,2,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,B,B,1,No Deposit,9.0,,0,Transient-Party,71.22,0,0,Canceled
+City Hotel,0,2015,August,33,14,0,2,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient-Party,109.0,0,0,Canceled
+City Hotel,27,2016,December,50,6,0,4,2,0.0,0,SC,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,74.8,0,1,Check-Out
diff --git a/decision_making/daily/classification/Hotel_booking_demand_B2/history.csv b/decision_making/daily/classification/Hotel_booking_demand_B2/history.csv
index c656628a71b9381b38626d918c1b12ce30ff312e..59fc0782f057cf726124a012c7aa52beea5acc03 100644
--- a/decision_making/daily/classification/Hotel_booking_demand_B2/history.csv
+++ b/decision_making/daily/classification/Hotel_booking_demand_B2/history.csv
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:fb9bc72b00c27e4643682b52db6e438244e0777f2ee8368321efc1817203e0e9
-size 16925331
+oid sha256:9597cd1eb3e4d4d54830cc53b7c348a44a5a7763ec004db6aa1293272ccf09ad
+size 15374213
diff --git a/decision_making/daily/classification/Hotel_booking_demand_B2/info.json b/decision_making/daily/classification/Hotel_booking_demand_B2/info.json
index 4816c05993309461836de8622438e342f2e503ff..20956c93d07801fe3772275e08832605a78593ed 100644
--- a/decision_making/daily/classification/Hotel_booking_demand_B2/info.json
+++ b/decision_making/daily/classification/Hotel_booking_demand_B2/info.json
@@ -1,398 +1,391 @@
-{
-    "name": "Hotel Booking Demand",
-    "source": "https://www.kaggle.com/datasets/jessemostipak/hotel-booking-demand/data",
-    "data_intro": "This dataset contains hotel booking data for a city hotel and a resort hotel, providing details on booking dates, stay duration, guest count, cancellation trends, and pricing. It is useful for demand forecasting, revenue management, and customer behavior analysis.",
-    "is_splited": false,
-    "overall_size": 119390,
-    "train_size": 0,
-    "test_size": 0,
-    "c_classes": 12,
-    "n_classes": 20,
-    "cat_feature_intro": {
-        "hotel": "Type of hotel (City Hotel or Resort Hotel).",
-        "arrival_date_month": "Month of arrival for the booking.",
-        "meal": "Type of meal plan booked (e.g., Breakfast included, Half board, Full board).",
-        "country": "Country of origin of the guest.",
-        "market_segment": "Booking distribution channel (e.g., direct, corporate, travel agent).",
-        "distribution_channel": "Channel through which the booking was made (e.g., online travel agents, direct).",
-        "reserved_room_type": "Type of room reserved by the guest before any changes.",
-        "assigned_room_type": "Final room type assigned to the guest.",
-        "deposit_type": "Indicates if a deposit was made and its type (e.g., No Deposit, Refundable, Non-Refundable).",
-        "customer_type": "Type of customer (e.g., transient, group, contract).",
-        "reservation_status": "Final status of the booking (e.g., Canceled, Checked-out, No-show).",
-        "reservation_status_date": "Date when the reservation status was last updated."
-    },
-    "num_feature_intro": {
-        "is_canceled": "Indicates whether the booking was canceled (1) or not (0).",
-        "lead_time": "Number of days between booking and arrival.",
-        "arrival_date_year": "Year of arrival for the booking.",
-        "arrival_date_week_number": "Week number of the arrival date.",
-        "arrival_date_day_of_month": "Day of the month of arrival.",
-        "stays_in_weekend_nights": "Number of weekend nights (Saturday or Sunday) the guest stayed.",
-        "stays_in_week_nights": "Number of weekday nights (Monday to Friday) the guest stayed.",
-        "adults": "Number of adults included in the booking.",
-        "children": "Number of children included in the booking.",
-        "babies": "Number of babies included in the booking.",
-        "is_repeated_guest": "Indicates whether the guest is a returning customer (1) or not (0).",
-        "previous_cancellations": "Number of times the guest has canceled previous bookings.",
-        "previous_bookings_not_canceled": "Number of previous bookings not canceled by the guest.",
-        "booking_changes": "Number of changes made to the booking.",
-        "agent": "ID of the booking agent (if applicable).",
-        "company": "ID of the company making the booking (if applicable).",
-        "days_in_waiting_list": "Number of days the booking was on the waiting list before confirmation.",
-        "adr": "Average daily rate (price per night per room).",
-        "required_car_parking_spaces": "Number of car parking spaces required by the guest.",
-        "total_of_special_requests": "Number of special requests made by the guest (e.g., high floor, twin beds)."
-    },
-    "evaluation_metric": null,
-    "task_type": "classification",
-    "target": "reservation_status",
-    "num_feature_value": {
-        "adr": [
-            -6.38,
-            5400.0
-        ],
-        "adults": [
-            0.0,
-            55.0
-        ],
-        "agent": [
-            1.0,
-            535.0
-        ],
-        "arrival_date_day_of_month": [
-            1.0,
-            31.0
-        ],
-        "arrival_date_week_number": [
-            1.0,
-            53.0
-        ],
-        "arrival_date_year": [
-            2015.0,
-            2017.0
-        ],
-        "babies": [
-            0.0,
-            10.0
-        ],
-        "booking_changes": [
-            0.0,
-            21.0
-        ],
-        "children": [
-            0.0,
-            10.0
-        ],
-        "company": [
-            6.0,
-            543.0
-        ],
-        "days_in_waiting_list": [
-            0.0,
-            391.0
-        ],
-        "is_canceled": [
-            0.0,
-            1.0
-        ],
-        "is_repeated_guest": [
-            0.0,
-            1.0
-        ],
-        "lead_time": [
-            0.0,
-            737.0
-        ],
-        "previous_bookings_not_canceled": [
-            0.0,
-            72.0
-        ],
-        "previous_cancellations": [
-            0.0,
-            26.0
-        ],
-        "required_car_parking_spaces": [
-            0.0,
-            8.0
-        ],
-        "stays_in_week_nights": [
-            0.0,
-            50.0
-        ],
-        "stays_in_weekend_nights": [
-            0.0,
-            19.0
-        ],
-        "total_of_special_requests": [
-            0.0,
-            5.0
-        ]
-    },
-    "cat_feature_value": {
-        "arrival_date_month": [
-            "April",
-            "August",
-            "December",
-            "February",
-            "January",
-            "July",
-            "June",
-            "March",
-            "May",
-            "November",
-            "October",
-            "September"
-        ],
-        "assigned_room_type": [
-            "A",
-            "B",
-            "C",
-            "D",
-            "E",
-            "F",
-            "G",
-            "H",
-            "I",
-            "K",
-            "L",
-            "P"
-        ],
-        "country": [
-            "ABW",
-            "AGO",
-            "AIA",
-            "ALB",
-            "AND",
-            "ARE",
-            "ARG",
-            "ARM",
-            "ASM",
-            "ATA",
-            "ATF",
-            "AUS",
-            "AUT",
-            "AZE",
-            "BDI",
-            "BEL",
-            "BEN",
-            "BFA",
-            "BGD",
-            "BGR",
-            "BHR",
-            "BHS",
-            "BIH",
-            "BLR",
-            "BOL",
-            "BRA",
-            "BRB",
-            "BWA",
-            "CAF",
-            "CHE",
-            "CHL",
-            "CHN",
-            "CIV",
-            "CMR",
-            "CN",
-            "COL",
-            "COM",
-            "CPV",
-            "CRI",
-            "CUB",
-            "CYM",
-            "CYP",
-            "CZE",
-            "DEU",
-            "DJI",
-            "DMA",
-            "DNK",
-            "DOM",
-            "DZA",
-            "ECU",
-            "EGY",
-            "ESP",
-            "EST",
-            "ETH",
-            "FIN",
-            "FJI",
-            "FRA",
-            "FRO",
-            "GAB",
-            "GBR",
-            "GEO",
-            "GGY",
-            "GHA",
-            "GIB",
-            "GLP",
-            "GNB",
-            "GRC",
-            "GTM",
-            "GUY",
-            "HKG",
-            "HND",
-            "HRV",
-            "HUN",
-            "IDN",
-            "IMN",
-            "IND",
-            "IRL",
-            "IRN",
-            "IRQ",
-            "ISL",
-            "ISR",
-            "ITA",
-            "JAM",
-            "JEY",
-            "JOR",
-            "JPN",
-            "KAZ",
-            "KEN",
-            "KHM",
-            "KIR",
-            "KNA",
-            "KOR",
-            "KWT",
-            "LAO",
-            "LBN",
-            "LBY",
-            "LCA",
-            "LIE",
-            "LKA",
-            "LTU",
-            "LUX",
-            "LVA",
-            "MAC",
-            "MAR",
-            "MCO",
-            "MDG",
-            "MDV",
-            "MEX",
-            "MKD",
-            "MLI",
-            "MLT",
-            "MMR",
-            "MNE",
-            "MOZ",
-            "MRT",
-            "MUS",
-            "MWI",
-            "MYS",
-            "MYT",
-            "NAM",
-            "NCL",
-            "NGA",
-            "NIC",
-            "NLD",
-            "NOR",
-            "NPL",
-            "NZL",
-            "OMN",
-            "PAK",
-            "PAN",
-            "PER",
-            "PHL",
-            "PLW",
-            "POL",
-            "PRI",
-            "PRT",
-            "PRY",
-            "PYF",
-            "QAT",
-            "ROU",
-            "RUS",
-            "RWA",
-            "SAU",
-            "SDN",
-            "SEN",
-            "SGP",
-            "SLE",
-            "SLV",
-            "SMR",
-            "SRB",
-            "STP",
-            "SUR",
-            "SVK",
-            "SVN",
-            "SWE",
-            "SYC",
-            "SYR",
-            "TGO",
-            "THA",
-            "TJK",
-            "TMP",
-            "TUN",
-            "TUR",
-            "TWN",
-            "TZA",
-            "UGA",
-            "UKR",
-            "UMI",
-            "URY",
-            "USA",
-            "UZB",
-            "VEN",
-            "VGB",
-            "VNM",
-            "ZAF",
-            "ZMB",
-            "ZWE"
-        ],
-        "customer_type": [
-            "Contract",
-            "Group",
-            "Transient",
-            "Transient-Party"
-        ],
-        "deposit_type": [
-            "No Deposit",
-            "Non Refund",
-            "Refundable"
-        ],
-        "distribution_channel": [
-            "Corporate",
-            "Direct",
-            "GDS",
-            "TA/TO",
-            "Undefined"
-        ],
-        "hotel": [
-            "City Hotel",
-            "Resort Hotel"
-        ],
-        "market_segment": [
-            "Aviation",
-            "Complementary",
-            "Corporate",
-            "Direct",
-            "Groups",
-            "Offline TA/TO",
-            "Online TA",
-            "Undefined"
-        ],
-        "meal": [
-            "BB",
-            "FB",
-            "HB",
-            "SC",
-            "Undefined"
-        ],
-        "reservation_status": [
-            "Canceled",
-            "Check-Out",
-            "No-Show"
-        ],
-        "reservation_status_date": "string",
-        "reserved_room_type": [
-            "A",
-            "B",
-            "C",
-            "D",
-            "E",
-            "F",
-            "G",
-            "H",
-            "L",
-            "P"
-        ]
-    }
-}
\ No newline at end of file
+{
+  "name": "Hotel Booking Demand",
+  "source": "https://www.kaggle.com/datasets/jessemostipak/hotel-booking-demand/data",
+  "data_intro": "This dataset contains hotel booking data for a city hotel and a resort hotel, providing details on booking dates, stay duration, guest count, cancellation trends, and pricing. It is useful for demand forecasting, revenue management, and customer behavior analysis.",
+  "is_splited": false,
+  "overall_size": 119390,
+  "train_size": 0,
+  "test_size": 0,
+  "c_classes": 11,
+  "n_classes": 19,
+  "cat_feature_intro": {
+    "hotel": "Type of hotel (City Hotel or Resort Hotel).",
+    "arrival_date_month": "Month of arrival for the booking.",
+    "meal": "Type of meal plan booked (e.g., Breakfast included, Half board, Full board).",
+    "country": "Country of origin of the guest.",
+    "market_segment": "Booking distribution channel (e.g., direct, corporate, travel agent).",
+    "distribution_channel": "Channel through which the booking was made (e.g., online travel agents, direct).",
+    "reserved_room_type": "Type of room reserved by the guest before any changes.",
+    "assigned_room_type": "Final room type assigned to the guest.",
+    "deposit_type": "Indicates if a deposit was made and its type (e.g., No Deposit, Refundable, Non-Refundable).",
+    "customer_type": "Type of customer (e.g., transient, group, contract).",
+    "reservation_status": "Final status of the booking (e.g., Canceled, Checked-out, No-show)."
+  },
+  "num_feature_intro": {
+    "lead_time": "Number of days between booking and arrival.",
+    "arrival_date_year": "Year of arrival for the booking.",
+    "arrival_date_week_number": "Week number of the arrival date.",
+    "arrival_date_day_of_month": "Day of the month of arrival.",
+    "stays_in_weekend_nights": "Number of weekend nights (Saturday or Sunday) the guest stayed.",
+    "stays_in_week_nights": "Number of weekday nights (Monday to Friday) the guest stayed.",
+    "adults": "Number of adults included in the booking.",
+    "children": "Number of children included in the booking.",
+    "babies": "Number of babies included in the booking.",
+    "is_repeated_guest": "Indicates whether the guest is a returning customer (1) or not (0).",
+    "previous_cancellations": "Number of times the guest has canceled previous bookings.",
+    "previous_bookings_not_canceled": "Number of previous bookings not canceled by the guest.",
+    "booking_changes": "Number of changes made to the booking.",
+    "agent": "ID of the booking agent (if applicable).",
+    "company": "ID of the company making the booking (if applicable).",
+    "days_in_waiting_list": "Number of days the booking was on the waiting list before confirmation.",
+    "adr": "Average daily rate (price per night per room).",
+    "required_car_parking_spaces": "Number of car parking spaces required by the guest.",
+    "total_of_special_requests": "Number of special requests made by the guest (e.g., high floor, twin beds)."
+  },
+  "evaluation_metric": null,
+  "task_type": "classification",
+  "target": "reservation_status",
+  "num_feature_value": {
+    "adr": [
+      -6.38,
+      5400.0
+    ],
+    "adults": [
+      0.0,
+      55.0
+    ],
+    "agent": [
+      1.0,
+      535.0
+    ],
+    "arrival_date_day_of_month": [
+      1.0,
+      31.0
+    ],
+    "arrival_date_week_number": [
+      1.0,
+      53.0
+    ],
+    "arrival_date_year": [
+      2015.0,
+      2017.0
+    ],
+    "babies": [
+      0.0,
+      10.0
+    ],
+    "booking_changes": [
+      0.0,
+      21.0
+    ],
+    "children": [
+      0.0,
+      10.0
+    ],
+    "company": [
+      6.0,
+      543.0
+    ],
+    "days_in_waiting_list": [
+      0.0,
+      391.0
+    ],
+    "is_repeated_guest": [
+      0.0,
+      1.0
+    ],
+    "lead_time": [
+      0.0,
+      737.0
+    ],
+    "previous_bookings_not_canceled": [
+      0.0,
+      72.0
+    ],
+    "previous_cancellations": [
+      0.0,
+      26.0
+    ],
+    "required_car_parking_spaces": [
+      0.0,
+      8.0
+    ],
+    "stays_in_week_nights": [
+      0.0,
+      50.0
+    ],
+    "stays_in_weekend_nights": [
+      0.0,
+      19.0
+    ],
+    "total_of_special_requests": [
+      0.0,
+      5.0
+    ]
+  },
+  "cat_feature_value": {
+    "arrival_date_month": [
+      "April",
+      "August",
+      "December",
+      "February",
+      "January",
+      "July",
+      "June",
+      "March",
+      "May",
+      "November",
+      "October",
+      "September"
+    ],
+    "assigned_room_type": [
+      "A",
+      "B",
+      "C",
+      "D",
+      "E",
+      "F",
+      "G",
+      "H",
+      "I",
+      "K",
+      "L",
+      "P"
+    ],
+    "country": [
+      "ABW",
+      "AGO",
+      "AIA",
+      "ALB",
+      "AND",
+      "ARE",
+      "ARG",
+      "ARM",
+      "ASM",
+      "ATA",
+      "ATF",
+      "AUS",
+      "AUT",
+      "AZE",
+      "BDI",
+      "BEL",
+      "BEN",
+      "BFA",
+      "BGD",
+      "BGR",
+      "BHR",
+      "BHS",
+      "BIH",
+      "BLR",
+      "BOL",
+      "BRA",
+      "BRB",
+      "BWA",
+      "CAF",
+      "CHE",
+      "CHL",
+      "CHN",
+      "CIV",
+      "CMR",
+      "CN",
+      "COL",
+      "COM",
+      "CPV",
+      "CRI",
+      "CUB",
+      "CYM",
+      "CYP",
+      "CZE",
+      "DEU",
+      "DJI",
+      "DMA",
+      "DNK",
+      "DOM",
+      "DZA",
+      "ECU",
+      "EGY",
+      "ESP",
+      "EST",
+      "ETH",
+      "FIN",
+      "FJI",
+      "FRA",
+      "FRO",
+      "GAB",
+      "GBR",
+      "GEO",
+      "GGY",
+      "GHA",
+      "GIB",
+      "GLP",
+      "GNB",
+      "GRC",
+      "GTM",
+      "GUY",
+      "HKG",
+      "HND",
+      "HRV",
+      "HUN",
+      "IDN",
+      "IMN",
+      "IND",
+      "IRL",
+      "IRN",
+      "IRQ",
+      "ISL",
+      "ISR",
+      "ITA",
+      "JAM",
+      "JEY",
+      "JOR",
+      "JPN",
+      "KAZ",
+      "KEN",
+      "KHM",
+      "KIR",
+      "KNA",
+      "KOR",
+      "KWT",
+      "LAO",
+      "LBN",
+      "LBY",
+      "LCA",
+      "LIE",
+      "LKA",
+      "LTU",
+      "LUX",
+      "LVA",
+      "MAC",
+      "MAR",
+      "MCO",
+      "MDG",
+      "MDV",
+      "MEX",
+      "MKD",
+      "MLI",
+      "MLT",
+      "MMR",
+      "MNE",
+      "MOZ",
+      "MRT",
+      "MUS",
+      "MWI",
+      "MYS",
+      "MYT",
+      "NAM",
+      "NCL",
+      "NGA",
+      "NIC",
+      "NLD",
+      "NOR",
+      "NPL",
+      "NZL",
+      "OMN",
+      "PAK",
+      "PAN",
+      "PER",
+      "PHL",
+      "PLW",
+      "POL",
+      "PRI",
+      "PRT",
+      "PRY",
+      "PYF",
+      "QAT",
+      "ROU",
+      "RUS",
+      "RWA",
+      "SAU",
+      "SDN",
+      "SEN",
+      "SGP",
+      "SLE",
+      "SLV",
+      "SMR",
+      "SRB",
+      "STP",
+      "SUR",
+      "SVK",
+      "SVN",
+      "SWE",
+      "SYC",
+      "SYR",
+      "TGO",
+      "THA",
+      "TJK",
+      "TMP",
+      "TUN",
+      "TUR",
+      "TWN",
+      "TZA",
+      "UGA",
+      "UKR",
+      "UMI",
+      "URY",
+      "USA",
+      "UZB",
+      "VEN",
+      "VGB",
+      "VNM",
+      "ZAF",
+      "ZMB",
+      "ZWE"
+    ],
+    "customer_type": [
+      "Contract",
+      "Group",
+      "Transient",
+      "Transient-Party"
+    ],
+    "deposit_type": [
+      "No Deposit",
+      "Non Refund",
+      "Refundable"
+    ],
+    "distribution_channel": [
+      "Corporate",
+      "Direct",
+      "GDS",
+      "TA/TO",
+      "Undefined"
+    ],
+    "hotel": [
+      "City Hotel",
+      "Resort Hotel"
+    ],
+    "market_segment": [
+      "Aviation",
+      "Complementary",
+      "Corporate",
+      "Direct",
+      "Groups",
+      "Offline TA/TO",
+      "Online TA",
+      "Undefined"
+    ],
+    "meal": [
+      "BB",
+      "FB",
+      "HB",
+      "SC",
+      "Undefined"
+    ],
+    "reservation_status": [
+      "Canceled",
+      "Check-Out",
+      "No-Show"
+    ],
+    "reserved_room_type": [
+      "A",
+      "B",
+      "C",
+      "D",
+      "E",
+      "F",
+      "G",
+      "H",
+      "L",
+      "P"
+    ]
+  }
+}
diff --git a/decision_making/daily/classification/Hotel_booking_demand_B2/info_mod.json b/decision_making/daily/classification/Hotel_booking_demand_B2/info_mod.json
index 9609e813606fc8bf0b15338ae4f5d5704da5f923..b10f27e7f41b7df00c38ade9c7caa9e2e7c7dc59 100644
--- a/decision_making/daily/classification/Hotel_booking_demand_B2/info_mod.json
+++ b/decision_making/daily/classification/Hotel_booking_demand_B2/info_mod.json
@@ -7,7 +7,7 @@
   "train_size": 0,
   "test_size": 0,
   "c_classes": 12,
-  "n_classes": 20,
+  "n_classes": 19,
   "cat_feature_intro": {
     "hotel": "Type of hotel (City Hotel or Resort Hotel).",
     "arrival_date_month": "Month of arrival for the booking.",
@@ -21,7 +21,6 @@
     "customer_type": "Type of customer (e.g., transient, group, contract)."
   },
   "num_feature_intro": {
-    "is_canceled": "Indicates whether the booking was canceled (1) or not (0).",
     "lead_time": "Number of days between booking and arrival.",
     "arrival_date_year": "Year of arrival for the booking.",
     "arrival_date_week_number": "Week number of the arrival date.",
@@ -46,10 +45,6 @@
   "task_type": "classification",
   "target": "reservation_status",
   "num_feature_value": {
-    "is_canceled": [
-      0.0,
-      1.0
-    ],
     "lead_time": [
       0.0,
       737.0
@@ -315,4 +310,4 @@
     "reservation_status_date"
   ],
   "missing_from_original_info": []
-}
\ No newline at end of file
+}
diff --git a/decision_making/daily/classification/Human_Resources_Data_Set_B2/Human_Resources_Data_Set_B2_001.json b/decision_making/daily/classification/Human_Resources_Data_Set_B2/Human_Resources_Data_Set_B2_001.json
index 1d2fbfddd326aea19f0927a86e4ac9d9264cdefb..7116116b45fba3e1d294b0a1cf673b08b6cc4b5f 100644
--- a/decision_making/daily/classification/Human_Resources_Data_Set_B2/Human_Resources_Data_Set_B2_001.json
+++ b/decision_making/daily/classification/Human_Resources_Data_Set_B2/Human_Resources_Data_Set_B2_001.json
@@ -5,7 +5,7 @@
   "perspective": "user",
   "dataset_name": "Human_Resources_Data_Set",
   "table_path": "kaggle/Human_Resources_Data_Set",
-  "query": "I'm reviewing these two employee files side-by-side because we need to verify the flagged termination records. The first file, for employee ID 10171, shows a woman who was single and a US Citizen, identifying as White and not Hispanic/Latino. She worked as a Production Technician I in Massachusetts, zip code 2176, under manager Amy Dunn (Manager ID 11) in the Production department, which is Department ID 5. Her Position ID was 19. She was hired back on 5/16/2011 and was recruited through LinkedIn. Her performance was rated as \"Fully Meets\" (Performance Score ID 3), she scored a 3.45 on her engagement survey, and had an employee satisfaction score of 4. Her last review was on 5/13/2014. She wasn't involved in any special projects, was never late in the last 30 days, but had 5 absences. Her salary was 45998. Now, her employment status is listed as Voluntarily Terminated, with the termination reason being medical issues. Her status ID is 5, she wasn't from a diversity job fair, and the codes show she wasn't married (Married ID 0, Marital Status ID 0), her Gender ID is 0, and EmpStatusID is 5.  The second record, for ID 10287, is also a single woman who is a US Citizen, White, and not Hispanic/Latino. She holds the same position, Production Technician I (Position ID 19), also in Massachusetts but in zip code 2021, and also in the Production department (Dept ID 5), though she reports to a different manager, David Stanley (Manager ID 14). She was hired more recently, on 2/17/2014, and was also sourced from LinkedIn. Her performance, however, \"Needs Improvement\" (PerfScoreID 2). Her engagement survey score is lower at 2.44, but her self-reported satisfaction is a 5. She hasn't done any special projects either. Her last performance review was quite recent, on 2/11/2019. In the last 30 days, she was late 4 times and has a total of 18 absences. She earns a salary of 63025. Crucially, her current status is Active, with no termination reason listed (it says N/A-StillEmployed). Her EmpStatusID is 1, and similar to the first, her MarriedID is 0, MaritalStatusID is 0, GenderID is 0, and she wasn't from a diversity job fair.  Given that I'm looking for the one who was actually let go, which of these two employee records should I be focusing on?",
+  "query": "I'm reviewing these two employee files side-by-side against our historical staffing records. The first file, for employee ID 10171, shows a woman who was single and a US Citizen, identifying as White and not Hispanic/Latino. She worked as a Production Technician I in Massachusetts, zip code 2176, under manager Amy Dunn (Manager ID 11) in the Production department, which is Department ID 5. Her Position ID was 19. She was hired back on 5/16/2011 and was recruited through LinkedIn. Her performance was rated as \"Fully Meets\" (Performance Score ID 3), she scored a 3.45 on her engagement survey, and had an employee satisfaction score of 4. Her last review was on 5/13/2014. She wasn't involved in any special projects, was never late in the last 30 days, but had 5 absences. Her salary was 45998. She wasn't from a diversity job fair; the codes show she wasn't married (Married ID 0, Marital Status ID 0), and her Gender ID is 0.  The second record, for ID 10287, is also a single woman who is a US Citizen, White, and not Hispanic/Latino. She holds the same position, Production Technician I (Position ID 19), also in Massachusetts but in zip code 2021, and also in the Production department (Dept ID 5), though she reports to a different manager, David Stanley (Manager ID 14). She was hired more recently, on 2/17/2014, and was also sourced from LinkedIn. Her performance, however, \"Needs Improvement\" (PerfScoreID 2). Her engagement survey score is lower at 2.44, but her self-reported satisfaction is a 5. She hasn't done any special projects either. Her last performance review was quite recent, on 2/11/2019. In the last 30 days, she was late 4 times and has a total of 18 absences. She earns a salary of 63025. Like the first person, her MarriedID is 0, MaritalStatusID is 0, GenderID is 0, and she wasn't from a diversity job fair.  Looking at those profiles and our past staffing patterns, which person seems more likely to have left the company?",
   "meta_info": {
     "domain": "daily"
   },
@@ -19,7 +19,6 @@
           "MarriedID": "0",
           "MaritalStatusID": "0",
           "GenderID": "0",
-          "EmpStatusID": "5",
           "DeptID": "5",
           "PerfScoreID": "3",
           "FromDiversityJobFairID": "0",
@@ -36,9 +35,6 @@
           "HispanicLatino": "No",
           "RaceDesc": "White",
           "DateofHire": "5/16/2011",
-          "DateofTermination": null,
-          "TermReason": "medical issues",
-          "EmploymentStatus": "Voluntarily Terminated",
           "Department": "Production       ",
           "ManagerName": "Amy Dunn",
           "ManagerID": "11.0",
@@ -60,7 +56,6 @@
           "MarriedID": "0",
           "MaritalStatusID": "0",
           "GenderID": "0",
-          "EmpStatusID": "1",
           "DeptID": "5",
           "PerfScoreID": "2",
           "FromDiversityJobFairID": "0",
@@ -77,9 +72,6 @@
           "HispanicLatino": "No",
           "RaceDesc": "White",
           "DateofHire": "2/17/2014",
-          "DateofTermination": null,
-          "TermReason": "N/A-StillEmployed",
-          "EmploymentStatus": "Active",
           "Department": "Production       ",
           "ManagerName": "David Stanley",
           "ManagerID": "14.0",
@@ -104,4 +96,4 @@
   },
   "response": "",
   "evaluation_score": {}
-}
\ No newline at end of file
+}
diff --git a/decision_making/daily/classification/Human_Resources_Data_Set_B2/Human_Resources_Data_Set_B2_002.json b/decision_making/daily/classification/Human_Resources_Data_Set_B2/Human_Resources_Data_Set_B2_002.json
index baa0c56b9e2c43b115321b62515dafb7c76f8373..4fbd65e742cee6621ce90cb69fc0fe421cd21570 100644
--- a/decision_making/daily/classification/Human_Resources_Data_Set_B2/Human_Resources_Data_Set_B2_002.json
+++ b/decision_making/daily/classification/Human_Resources_Data_Set_B2/Human_Resources_Data_Set_B2_002.json
@@ -5,7 +5,7 @@
   "perspective": "user",
   "dataset_name": "Human_Resources_Data_Set",
   "table_path": "kaggle/Human_Resources_Data_Set",
-  "query": "I'm going through these employee records to clear up some confusion about who was let go. Starting with the first file, this woman has employee ID 10296. She is single, a US citizen, not Hispanic or Latino, and her race is White. She was hired on 2/17/2014 for the role of Production Technician I in Massachusetts, ZIP code 2458, and she reported to manager Elijiah Gray, who has manager ID 16.0. Her department is Production with department ID 5, and her position ID is 19. With married ID 0, marital status ID 0, and gender ID 0, she wasn't married. Her employment status ID is 4, and she was terminated for cause due to no-call, no-show. Her performance score needs improvement, with performance score ID 2, and she wasn't from a diversity job fair, indicated by ID 0. Her salary was 59124, and she had an engagement survey score of 2.3, an employee satisfaction score of 3, and no special projects. Her last performance review was on 1/15/2017. In the last 30 days, she was late 5 times and had 19 absences. She was recruited via Google Search. Moving to the second record, employee ID 10104 is also a woman who is single, a US citizen, not Hispanic or Latino, and White. She was hired on 11/10/2014 as a Production Technician II in Massachusetts, ZIP code 1040, under the same manager Elijiah Gray with manager ID 16.0. Her department ID is 5, and position ID is 20. She has married ID 0, marital status ID 0, and gender ID 0, so she isn't married. Her employment status ID is 1, and she is still employed, with termination reason N/A. Her performance fully meets expectations, with performance score ID 3, and she wasn't from a diversity job fair. Her salary is 66738, engagement survey score 4.53, satisfaction 5, and no special projects. Her last review was on 1/16/2019, with no late days and 5 absences. She was recruited from Indeed. Finally, the third file is for employee ID 10060, a woman who is separated, a US citizen, not Hispanic or Latino, and White. She was hired on 1/6/2014 as a Production Technician I in Massachusetts, ZIP code 2109, under manager Kelley Spirea with manager ID 18.0. Department ID is 5, and position ID is 19. She has married ID 0, marital status ID 3, and gender ID 0. Her employment status ID is 1, so she is active. Her performance fully meets, with score ID 3, and diversity job fair ID 0. Salary is 60436, engagement survey 5.0, satisfaction 5, and no special projects. Last review on 1/21/2019, no late days, and 9 absences. She was recruited from LinkedIn. With all this info, can you point out the employee who was terminated?",
+  "query": "I'm comparing these employee profiles with our historical staffing records. Starting with the first file, this woman has employee ID 10296. She is single, a US citizen, not Hispanic or Latino, and her race is White. She was hired on 2/17/2014 for the role of Production Technician I in Massachusetts, ZIP code 2458, and she reported to manager Elijiah Gray, who has manager ID 16.0. Her department is Production with department ID 5, and her position ID is 19. With married ID 0, marital status ID 0, and gender ID 0, she wasn't married. Her performance score needs improvement, with performance score ID 2, and she wasn't from a diversity job fair, indicated by ID 0. Her salary was 59124, and she had an engagement survey score of 2.3, an employee satisfaction score of 3, and no special projects. Her last performance review was on 1/15/2017. In the last 30 days, she was late 5 times and had 19 absences. She was recruited via Google Search. Moving to the second record, employee ID 10104 is also a woman who is single, a US citizen, not Hispanic or Latino, and White. She was hired on 11/10/2014 as a Production Technician II in Massachusetts, ZIP code 1040, under the same manager Elijiah Gray with manager ID 16.0. Her department ID is 5, and position ID is 20. She has married ID 0, marital status ID 0, and gender ID 0, so she isn't married. Her performance fully meets expectations, with performance score ID 3, and she wasn't from a diversity job fair. Her salary is 66738, engagement survey score 4.53, satisfaction 5, and no special projects. Her last review was on 1/16/2019, with no late days and 5 absences. She was recruited from Indeed. Finally, the third file is for employee ID 10060, a woman who is separated, a US citizen, not Hispanic or Latino, and White. She was hired on 1/6/2014 as a Production Technician I in Massachusetts, ZIP code 2109, under manager Kelley Spirea with manager ID 18.0. Department ID is 5, and position ID is 19. She has married ID 0, marital status ID 3, and gender ID 0. Her performance fully meets, with score ID 3, and diversity job fair ID 0. Salary is 60436, engagement survey 5.0, satisfaction 5, and no special projects. Last review on 1/21/2019, no late days, and 9 absences. She was recruited from LinkedIn. Given these profiles and the patterns in our past records, which person seems more likely to have left the company?",
   "meta_info": {
     "domain": "daily"
   },
@@ -19,7 +19,6 @@
           "MarriedID": "0",
           "MaritalStatusID": "0",
           "GenderID": "0",
-          "EmpStatusID": "4",
           "DeptID": "5",
           "PerfScoreID": "2",
           "FromDiversityJobFairID": "0",
@@ -36,9 +35,6 @@
           "HispanicLatino": "No",
           "RaceDesc": "White",
           "DateofHire": "2/17/2014",
-          "DateofTermination": null,
-          "TermReason": "no-call, no-show",
-          "EmploymentStatus": "Terminated for Cause",
           "Department": "Production       ",
           "ManagerName": "Elijiah Gray",
           "ManagerID": "16.0",
@@ -60,7 +56,6 @@
           "MarriedID": "0",
           "MaritalStatusID": "0",
           "GenderID": "0",
-          "EmpStatusID": "1",
           "DeptID": "5",
           "PerfScoreID": "3",
           "FromDiversityJobFairID": "0",
@@ -77,9 +72,6 @@
           "HispanicLatino": "No",
           "RaceDesc": "White",
           "DateofHire": "11/10/2014",
-          "DateofTermination": null,
-          "TermReason": "N/A-StillEmployed",
-          "EmploymentStatus": "Active",
           "Department": "Production       ",
           "ManagerName": "Elijiah Gray",
           "ManagerID": "16.0",
@@ -101,7 +93,6 @@
           "MarriedID": "0",
           "MaritalStatusID": "3",
           "GenderID": "0",
-          "EmpStatusID": "1",
           "DeptID": "5",
           "PerfScoreID": "3",
           "FromDiversityJobFairID": "0",
@@ -118,9 +109,6 @@
           "HispanicLatino": "No",
           "RaceDesc": "White",
           "DateofHire": "1/6/2014",
-          "DateofTermination": null,
-          "TermReason": "N/A-StillEmployed",
-          "EmploymentStatus": "Active",
           "Department": "Production       ",
           "ManagerName": "Kelley Spirea",
           "ManagerID": "18.0",
@@ -145,4 +133,4 @@
   },
   "response": "",
   "evaluation_score": {}
-}
\ No newline at end of file
+}
diff --git a/decision_making/daily/classification/Human_Resources_Data_Set_B2/Human_Resources_Data_Set_B2_003.json b/decision_making/daily/classification/Human_Resources_Data_Set_B2/Human_Resources_Data_Set_B2_003.json
index b42a906c4fb6af9528c2c2b0f87671abac36b090..7c7bdb8792e81b68991445a98033654165f328b7 100644
--- a/decision_making/daily/classification/Human_Resources_Data_Set_B2/Human_Resources_Data_Set_B2_003.json
+++ b/decision_making/daily/classification/Human_Resources_Data_Set_B2/Human_Resources_Data_Set_B2_003.json
@@ -5,7 +5,7 @@
   "perspective": "user",
   "dataset_name": "Human_Resources_Data_Set",
   "table_path": "kaggle/Human_Resources_Data_Set",
-  "query": "The first employee record shows a woman with ID 10196 who is married, as per married ID 1 and marital status ID 1. Her gender ID is 0, so she's female. She has employment status ID 5 and works in department ID 5 as a Production Technician II, position ID 20. Located in MA, ZIP 1810, her marital description is Married, and she's a US Citizen, not Hispanic or Latino, White. Hired on 7/5/2011, but terminated voluntarily due to hours, with employment status Voluntarily Terminated. In the Production department, managed by Kissy Sullivan, manager ID 20.0. Recruited from LinkedIn, performance score Fully Meets with ID 3. Engagement survey 3.02, satisfaction 3, no special projects. Last performance review on 5/15/2012. No late days in last 30, but 3 absences. Not from diversity job fair, salary 64955. Shifting to the second file, this employee has ID 10082, not married with married ID 0 and marital status ID 0. Gender ID 0 for female. Employment status ID 2, department ID 3 as Sr. DBA, position ID 27. In MA, ZIP 1886. Single, US Citizen, not Hispanic or Latino, Black or African American. Hired 6/30/2016, termination reason N/A-StillEmployed, status Active. IT/IS department, manager Simon Roup with ID 4.0. Recruited from LinkedIn, performance Fully Meets, ID 3. Engagement 5.0, satisfaction 5, 6 special projects. Last review 2/18/2019. No late days, 7 absences. Not from diversity job fair, salary 100031. On the other hand, the third record is for ID 10232, also not married with IDs 0. Gender ID 0 female. Employment status ID 1, department ID 3 as Senior BI Developer, position ID 22. MA, ZIP 1886. Single, US Citizen, not Hispanic or Latino, Asian. Hired 10/2/2016, termination reason N/A-StillEmployed, status Active. IT/IS, manager Brian Champaigne, ID 13.0. Recruited from Indeed, performance Fully Meets, ID 3. Engagement 4.1, satisfaction 5, 7 special projects. Last review 1/8/2019. No late days, 2 absences. Not from diversity job fair, salary 81584. From this, can you identify who left the company?",
+  "query": "The first employee record shows a woman with ID 10196 who is married, as per married ID 1 and marital status ID 1. Her gender ID is 0, so she's female. Her profile lists department ID 5 as a Production Technician II, position ID 20. Located in MA, ZIP 1810, her marital description is Married, and she's a US Citizen, not Hispanic or Latino, White. Her hire date was 7/5/2011. In the Production department, managed by Kissy Sullivan, manager ID 20.0. Recruited from LinkedIn, performance score Fully Meets with ID 3. Engagement survey 3.02, satisfaction 3, no special projects. Last performance review on 5/15/2012. No late days in last 30, but 3 absences. Not from diversity job fair, salary 64955. Shifting to the second file, this employee has ID 10082, not married with married ID 0 and marital status ID 0. Gender ID 0 for female. Department ID 3 as Sr. DBA, position ID 27. In MA, ZIP 1886. Single, US Citizen, not Hispanic or Latino, Black or African American. Hired 6/30/2016. IT/IS department, manager Simon Roup with ID 4.0. Recruited from LinkedIn, performance Fully Meets, ID 3. Engagement 5.0, satisfaction 5, 6 special projects. Last review 2/18/2019. No late days, 7 absences. Not from diversity job fair, salary 100031. On the other hand, the third record is for ID 10232, also not married with IDs 0. Gender ID 0 female. Department ID 3 as Senior BI Developer, position ID 22. MA, ZIP 1886. Single, US Citizen, not Hispanic or Latino, Asian. Hired 10/2/2016. IT/IS, manager Brian Champaigne, ID 13.0. Recruited from Indeed, performance Fully Meets, ID 3. Engagement 4.1, satisfaction 5, 7 special projects. Last review 1/8/2019. No late days, 2 absences. Not from diversity job fair, salary 81584. From these profiles and our past staffing records, who seems more likely to have left the company?",
   "meta_info": {
     "domain": "daily"
   },
@@ -19,7 +19,6 @@
           "MarriedID": "1",
           "MaritalStatusID": "1",
           "GenderID": "0",
-          "EmpStatusID": "5",
           "DeptID": "5",
           "PerfScoreID": "3",
           "FromDiversityJobFairID": "0",
@@ -36,9 +35,6 @@
           "HispanicLatino": "No",
           "RaceDesc": "White",
           "DateofHire": "7/5/2011",
-          "DateofTermination": null,
-          "TermReason": "hours",
-          "EmploymentStatus": "Voluntarily Terminated",
           "Department": "Production       ",
           "ManagerName": "Kissy Sullivan",
           "ManagerID": "20.0",
@@ -60,7 +56,6 @@
           "MarriedID": "0",
           "MaritalStatusID": "0",
           "GenderID": "0",
-          "EmpStatusID": "2",
           "DeptID": "3",
           "PerfScoreID": "3",
           "FromDiversityJobFairID": "0",
@@ -77,9 +72,6 @@
           "HispanicLatino": "No",
           "RaceDesc": "Black or African American",
           "DateofHire": "6/30/2016",
-          "DateofTermination": null,
-          "TermReason": "N/A-StillEmployed",
-          "EmploymentStatus": "Active",
           "Department": "IT/IS",
           "ManagerName": "Simon Roup",
           "ManagerID": "4.0",
@@ -101,7 +93,6 @@
           "MarriedID": "0",
           "MaritalStatusID": "0",
           "GenderID": "0",
-          "EmpStatusID": "1",
           "DeptID": "3",
           "PerfScoreID": "3",
           "FromDiversityJobFairID": "0",
@@ -118,9 +109,6 @@
           "HispanicLatino": "No",
           "RaceDesc": "Asian",
           "DateofHire": "10/2/2016",
-          "DateofTermination": null,
-          "TermReason": "N/A-StillEmployed",
-          "EmploymentStatus": "Active",
           "Department": "IT/IS",
           "ManagerName": "Brian Champaigne",
           "ManagerID": "13.0",
@@ -145,4 +133,4 @@
   },
   "response": "",
   "evaluation_score": {}
-}
\ No newline at end of file
+}
diff --git a/decision_making/daily/classification/Human_Resources_Data_Set_B2/Human_Resources_Data_Set_B2_004.json b/decision_making/daily/classification/Human_Resources_Data_Set_B2/Human_Resources_Data_Set_B2_004.json
index 9b27ed47d34d20cf92ff0de97c12fc03b39f1f90..cdb61b492360a297841660497da2dfe3470e1a9e 100644
--- a/decision_making/daily/classification/Human_Resources_Data_Set_B2/Human_Resources_Data_Set_B2_004.json
+++ b/decision_making/daily/classification/Human_Resources_Data_Set_B2/Human_Resources_Data_Set_B2_004.json
@@ -5,7 +5,7 @@
   "perspective": "data_holder",
   "dataset_name": "Human_Resources_Data_Set",
   "table_path": "kaggle/Human_Resources_Data_Set",
-  "query": "This morning, the senior team is reviewing personnel files because we need to identify stable employees for a new long-term mentorship program—finding someone unlikely to leave is absolutely critical, and I'm stuck. I have three profiles in front of me. For the first, employee ID 10095, their marital IDs are zero and zero, gender ID is zero, employment status ID is five, and department ID is five. Their performance score ID is three, and their from diversity job fair ID is zero, with a salary of 63878 as a Production Technician II in Massachusetts, zip code 1851. They're listed as Single, a US Citizen, not Hispanic or Latino, and White. Hired on 10/26/2009, their termination reason was maternity leave - did not return, so their employment status is Voluntarily Terminated in the Production department under manager Michael Albert, recruited from CareerBuilder with a Fully Meets performance score. Their engagement survey was four point six eight, special projects count is zero, and their last performance review was on 4/2/2015. The second file is for employee ID 10235, with marital status ID one, gender ID one, employment status ID one, and department ID five. Their from diversity job fair ID is zero, salary 54285, and position ID nineteen for Production Technician I, also in Massachusetts, zip 2045, male, a US Citizen, and not Hispanic or Latino. Hired on 3/31/2014, termination reason is N/A-StillEmployed, so they're Active, managed by Kelley Spirea with manager ID eighteen point zero, recruited via Employee Referral, performance score Fully Meets, last review 1/11/2019, days late in last thirty is zero, and absences are three. The third is employee ID 10196, married ID one, marital status ID one, employment status ID five, department ID five, performance score ID three, from diversity job fair ID zero, salary 64955, position ID twenty for Production Technician II, zip 1810, female, marital description Married, not Hispanic or Latino, race White, hired 7/5/2011, employment status Voluntarily Terminated in Production under Kissy Sullivan, manager ID twenty point zero, performance score Fully Meets, engagement survey three point zero two, satisfaction three, and special projects count zero. I've uploaded our past records for you to compare all these specific IDs and details. Given the patterns in the file I sent, who should we pick for the stable, long-term role?",
+  "query": "This morning, the senior team is reviewing personnel files because we need to identify stable employees for a new long-term mentorship program—finding someone unlikely to leave is absolutely critical, and I'm stuck. I have three profiles in front of me. For the first, employee ID 10095, their marital IDs are zero and zero, gender ID is zero, and department ID is five. Their performance score ID is three, and their from diversity job fair ID is zero, with a salary of 63878 as a Production Technician II in Massachusetts, zip code 1851. They're listed as Single, a US Citizen, not Hispanic or Latino, and White. Their hire date was 10/26/2009; the profile lists the Production department, manager Michael Albert, CareerBuilder recruitment, and a Fully Meets performance score. Their engagement survey was four point six eight, special projects count is zero, and their last performance review was on 4/2/2015. The second file is for employee ID 10235, with marital status ID one, gender ID one and department ID five. Their from diversity job fair ID is zero, salary 54285, and position ID nineteen for Production Technician I, also in Massachusetts, zip 2045, male, a US Citizen, and not Hispanic or Latino. Hired on 3/31/2014, their profile lists manager Kelley Spirea with manager ID eighteen point zero, recruited via Employee Referral, performance score Fully Meets, last review 1/11/2019, days late in last thirty is zero, and absences are three. The third is employee ID 10196, married ID one, marital status ID one, department ID five, performance score ID three, from diversity job fair ID zero, salary 64955, position ID twenty for Production Technician II, zip 1810, female, marital description Married, not Hispanic or Latino, race White, hired 7/5/2011, with a Production profile under Kissy Sullivan, manager ID twenty point zero, performance score Fully Meets, engagement survey three point zero two, satisfaction three, and special projects count zero. I've uploaded our past records for you to compare all these specific IDs and details. Given the patterns in the file I sent, who seems most likely to still be with the company and fit the stable, long-term role?",
   "meta_info": {
     "domain": "daily"
   },
@@ -19,7 +19,6 @@
           "MarriedID": "0",
           "MaritalStatusID": "0",
           "GenderID": "0",
-          "EmpStatusID": "5",
           "DeptID": "5",
           "PerfScoreID": "3",
           "FromDiversityJobFairID": "0",
@@ -36,9 +35,6 @@
           "HispanicLatino": "No",
           "RaceDesc": "White",
           "DateofHire": "10/26/2009",
-          "DateofTermination": null,
-          "TermReason": "maternity leave - did not return",
-          "EmploymentStatus": "Voluntarily Terminated",
           "Department": "Production       ",
           "ManagerName": "Michael Albert",
           "ManagerID": null,
@@ -60,7 +56,6 @@
           "MarriedID": null,
           "MaritalStatusID": "1",
           "GenderID": "1",
-          "EmpStatusID": "1",
           "DeptID": "5",
           "PerfScoreID": null,
           "FromDiversityJobFairID": "0",
@@ -77,9 +72,6 @@
           "HispanicLatino": "No",
           "RaceDesc": null,
           "DateofHire": "3/31/2014",
-          "DateofTermination": null,
-          "TermReason": "N/A-StillEmployed",
-          "EmploymentStatus": "Active",
           "Department": null,
           "ManagerName": "Kelley Spirea",
           "ManagerID": "18.0",
@@ -101,7 +93,6 @@
           "MarriedID": "1",
           "MaritalStatusID": "1",
           "GenderID": null,
-          "EmpStatusID": "5",
           "DeptID": "5",
           "PerfScoreID": "3",
           "FromDiversityJobFairID": "0",
@@ -118,9 +109,6 @@
           "HispanicLatino": "No",
           "RaceDesc": "White",
           "DateofHire": "7/5/2011",
-          "DateofTermination": null,
-          "TermReason": null,
-          "EmploymentStatus": "Voluntarily Terminated",
           "Department": "Production       ",
           "ManagerName": "Kissy Sullivan",
           "ManagerID": "20.0",
@@ -145,4 +133,4 @@
   },
   "response": "",
   "evaluation_score": {}
-}
\ No newline at end of file
+}
diff --git a/decision_making/daily/classification/Human_Resources_Data_Set_B2/Human_Resources_Data_Set_B2_005.json b/decision_making/daily/classification/Human_Resources_Data_Set_B2/Human_Resources_Data_Set_B2_005.json
index e97ff1f5600ba39790840af7b665494ede967fd1..67b8b58cc344fdfc826d93487827f616c1b1fb2a 100644
--- a/decision_making/daily/classification/Human_Resources_Data_Set_B2/Human_Resources_Data_Set_B2_005.json
+++ b/decision_making/daily/classification/Human_Resources_Data_Set_B2/Human_Resources_Data_Set_B2_005.json
@@ -5,7 +5,7 @@
   "perspective": "data_holder",
   "dataset_name": "Human_Resources_Data_Set",
   "table_path": "kaggle/Human_Resources_Data_Set",
-  "query": "Reviewing these three employee snapshots against the company’s past termination data is crucial for a report, and every single ID code needs to be accounted for. Starting with the first: a status showing MarriedID zero, MaritalStatusID zero, GenderID zero, working in DeptID three as a Database Administrator in MA, zip twenty-four ninety-three, Sex F, a US Citizen, not HispanicLatino, RaceDesc White, with a TermReason of N/A-StillEmployed and EmploymentStatus Active in the IT/IS Department under ManagerID four point zero, recruited via Indeed, PerformanceScore Fully Meets with a PerfScoreID of three, EngagementSurvey four point four eight, EmpSatisfaction five, involved in six SpecialProjectsCount, reviewed on one slash three slash twenty-nineteen, zero DaysLateLast30, and four Absences. The second snapshot is for EmpID ten thousand two hundred sixty-two: MarriedID zero, MaritalStatusID two, EmpStatusID five, DeptID five, PerfScoreID three, FromDiversityJobFairID zero, Salary forty-six thousand four hundred thirty, PositionID nineteen for Production Technician I in MA zip twenty-four seventy-four, Sex F, MaritalDesc Divorced, US Citizen, not HispanicLatino, hired nine slash twenty-four slash twenty-twelve, TermReason unhappy, EmploymentStatus Voluntarily Terminated, managed by Kissy Sullivan, EngagementSurvey four point five, EmpSatisfaction five, zero SpecialProjectsCount, last reviewed four slash two slash twenty-thirteen, and zero days late. The third is EmpID ten thousand two hundred sixty-seven: MarriedID zero, MaritalStatusID zero, GenderID zero, EmpStatusID five, DeptID five, PerfScoreID three, Salary fifty-seven thousand eight hundred fifteen, PositionID twenty, located in MA zip twenty-two ten, Sex F, MaritalDesc Single, a US Citizen, RaceDesc White, hired one slash ten slash twenty-eleven, left due to a career change with EmploymentStatus Voluntarily Terminated, manager Elijiah Gray with ManagerID sixteen point zero, PerformanceScore Fully Meets, EngagementSurvey four point eight, EmpSatisfaction five, zero SpecialProjectsCount, and five Absences. Looking at the trends in the historical file I sent, can you help me pick out the one who is definitely still employed?",
+  "query": "I'm comparing these three employee profiles with our company's past staffing records. Starting with the first: a profile showing MarriedID zero, MaritalStatusID zero, GenderID zero, working in DeptID three as a Database Administrator in MA, zip twenty-four ninety-three, Sex F, a US Citizen, not HispanicLatino, RaceDesc White, in the IT/IS Department under ManagerID four point zero, recruited via Indeed, PerformanceScore Fully Meets with a PerfScoreID of three, EngagementSurvey four point four eight, EmpSatisfaction five, involved in six SpecialProjectsCount, reviewed on one slash three slash twenty-nineteen, zero DaysLateLast30, and four Absences. The second snapshot is for EmpID ten thousand two hundred sixty-two: MarriedID zero, MaritalStatusID two, DeptID five, PerfScoreID three, FromDiversityJobFairID zero, Salary forty-six thousand four hundred thirty, PositionID nineteen for Production Technician I in MA zip twenty-four seventy-four, Sex F, MaritalDesc Divorced, US Citizen, not HispanicLatino, hired nine slash twenty-four slash twenty-twelve, managed by Kissy Sullivan, EngagementSurvey four point five, EmpSatisfaction five, zero SpecialProjectsCount, last reviewed four slash two slash twenty-thirteen, and zero days late. The third is EmpID ten thousand two hundred sixty-seven: MarriedID zero, MaritalStatusID zero, GenderID zero, DeptID five, PerfScoreID three, Salary fifty-seven thousand eight hundred fifteen, PositionID twenty, located in MA zip twenty-two ten, Sex F, MaritalDesc Single, a US Citizen, RaceDesc White, hired one slash ten slash twenty-eleven, manager Elijiah Gray with ManagerID sixteen point zero, PerformanceScore Fully Meets, EngagementSurvey four point eight, EmpSatisfaction five, zero SpecialProjectsCount, and five Absences. Looking at the trends in the historical file I sent, can you help me pick out the person most likely to still be with the company?",
   "meta_info": {
     "domain": "daily"
   },
@@ -19,7 +19,6 @@
           "MarriedID": "0",
           "MaritalStatusID": "0",
           "GenderID": "0",
-          "EmpStatusID": null,
           "DeptID": "3",
           "PerfScoreID": "3",
           "FromDiversityJobFairID": null,
@@ -36,9 +35,6 @@
           "HispanicLatino": "No",
           "RaceDesc": "White",
           "DateofHire": null,
-          "DateofTermination": null,
-          "TermReason": "N/A-StillEmployed",
-          "EmploymentStatus": "Active",
           "Department": "IT/IS",
           "ManagerName": null,
           "ManagerID": "4.0",
@@ -60,7 +56,6 @@
           "MarriedID": "0",
           "MaritalStatusID": "2",
           "GenderID": null,
-          "EmpStatusID": "5",
           "DeptID": "5",
           "PerfScoreID": "3",
           "FromDiversityJobFairID": "0",
@@ -77,9 +72,6 @@
           "HispanicLatino": "No",
           "RaceDesc": null,
           "DateofHire": "9/24/2012",
-          "DateofTermination": null,
-          "TermReason": "unhappy",
-          "EmploymentStatus": "Voluntarily Terminated",
           "Department": null,
           "ManagerName": "Kissy Sullivan",
           "ManagerID": null,
@@ -101,7 +93,6 @@
           "MarriedID": "0",
           "MaritalStatusID": "0",
           "GenderID": "0",
-          "EmpStatusID": "5",
           "DeptID": "5",
           "PerfScoreID": "3",
           "FromDiversityJobFairID": null,
@@ -118,9 +109,6 @@
           "HispanicLatino": null,
           "RaceDesc": "White",
           "DateofHire": "1/10/2011",
-          "DateofTermination": null,
-          "TermReason": "career change",
-          "EmploymentStatus": "Voluntarily Terminated",
           "Department": null,
           "ManagerName": "Elijiah Gray",
           "ManagerID": "16.0",
@@ -145,4 +133,4 @@
   },
   "response": "",
   "evaluation_score": {}
-}
\ No newline at end of file
+}
diff --git a/decision_making/daily/classification/Human_Resources_Data_Set_B2/Human_Resources_Data_Set_B2_006.json b/decision_making/daily/classification/Human_Resources_Data_Set_B2/Human_Resources_Data_Set_B2_006.json
index f225812fce4dbabf4222980612c3da40d2ad529f..7e3a6d1748ca2041abc96651570c6c1273a4e805 100644
--- a/decision_making/daily/classification/Human_Resources_Data_Set_B2/Human_Resources_Data_Set_B2_006.json
+++ b/decision_making/daily/classification/Human_Resources_Data_Set_B2/Human_Resources_Data_Set_B2_006.json
@@ -5,7 +5,7 @@
   "perspective": "data_holder",
   "dataset_name": "Human_Resources_Data_Set",
   "table_path": "kaggle/Human_Resources_Data_Set",
-  "query": "I'm reviewing some employee profiles from our historical archives and need a second opinion. We've got three individuals here. First up is employee 10155. She's a single female, a US Citizen who is not Hispanic or Latino, and her race is Black or African American. Hired on 1/9/2012, she's an active Software Engineer in Massachusetts, ZIP 2176, under manager Alex Sweetwater (ID 10), and was recruited from CareerBuilder. Her performance is Fully Meets, she scored 3.79 on the engagement survey, and has an employee satisfaction of 5. She's involved in 5 special projects, had her last review on 1/25/2019, has 0 days late in the last 30 days, and 8 absences. Her salary is 101199. The internal IDs are: MarriedID 0, MaritalStatusID 0, GenderID 0, EmpStatusID 1, DeptID 4, PerfScoreID 3, FromDiversityJobFairID 0, PositionID 24.  Next is employee 10100. She is separated, female, a US Citizen, not Hispanic or Latino, and also Black or African American. Hired 4/4/2011, she voluntarily terminated for \"more money.\" She was a Production Technician II in Massachusetts (ZIP 2343) in the Production department, managed by Kelley Spirea (ID 18), and found via Google Search. Her performance was Fully Meets, with an engagement score of 4.62 and satisfaction of 5. She worked on 0 special projects, her last review was 5/6/2015, she had 0 days late and 1 absence. Salary was 58275. Her IDs: MarriedID 0, MaritalStatusID 3, GenderID 0, EmpStatusID 5, DeptID 5, PerfScoreID 3, FromDiversityJobFairID 0, PositionID 20.  The third is employee 10065. He is a single male, US Citizen, not Hispanic or Latino, and White. Also hired 4/4/2011, he voluntarily left for \"Another position.\" He was a Production Technician I in Massachusetts (ZIP 2155) in Production, managed by Kissy Sullivan (ID 20), and also recruited via Google Search. Performance was Fully Meets, engagement 5.0, satisfaction 5. Special projects: 0, last review 7/2/2018, 0 days late, 4 absences. Salary 53180. IDs: MarriedID 0, MaritalStatusID 0, GenderID 1, EmpStatusID 5, DeptID 5, PerfScoreID 3, FromDiversityJobFairID 0, PositionID 19.  Looking at the trends in the file I sent, can you tell me which one best fits the profile of a current, retained employee?",
+  "query": "I'm reviewing some employee profiles from our historical archives and need a second opinion. We've got three individuals here. First up is employee 10155. She's a single female, a US Citizen who is not Hispanic or Latino, and her race is Black or African American. Her hire date was 1/9/2012, and her profile lists Software Engineer in Massachusetts, ZIP 2176, under manager Alex Sweetwater (ID 10), and was recruited from CareerBuilder. Her performance is Fully Meets, she scored 3.79 on the engagement survey, and has an employee satisfaction of 5. She's involved in 5 special projects, had her last review on 1/25/2019, has 0 days late in the last 30 days, and 8 absences. Her salary is 101199. The internal IDs are: MarriedID 0, MaritalStatusID 0, GenderID 0, DeptID 4, PerfScoreID 3, FromDiversityJobFairID 0, PositionID 24.  Next is employee 10100. She is separated, female, a US Citizen, not Hispanic or Latino, and also Black or African American. Her hire date was 4/4/2011, and her profile lists Production Technician II in Massachusetts (ZIP 2343) in the Production department, managed by Kelley Spirea (ID 18), and found via Google Search. Her performance was Fully Meets, with an engagement score of 4.62 and satisfaction of 5. She worked on 0 special projects, her last review was 5/6/2015, she had 0 days late and 1 absence. Salary was 58275. Her IDs: MarriedID 0, MaritalStatusID 3, GenderID 0, DeptID 5, PerfScoreID 3, FromDiversityJobFairID 0, PositionID 20.  The third is employee 10065. He is a single male, US Citizen, not Hispanic or Latino, and White. His hire date was also 4/4/2011, and his profile lists Production Technician I in Massachusetts (ZIP 2155) in Production, managed by Kissy Sullivan (ID 20), and also recruited via Google Search. Performance was Fully Meets, engagement 5.0, satisfaction 5. Special projects: 0, last review 7/2/2018, 0 days late, 4 absences. Salary 53180. IDs: MarriedID 0, MaritalStatusID 0, GenderID 1, DeptID 5, PerfScoreID 3, FromDiversityJobFairID 0, PositionID 19.  Looking at the trends in the file I sent, can you tell me which person seems most likely to still be with the company?",
   "meta_info": {
     "domain": "daily"
   },
@@ -19,7 +19,6 @@
           "MarriedID": "0",
           "MaritalStatusID": "0",
           "GenderID": "0",
-          "EmpStatusID": "1",
           "DeptID": "4",
           "PerfScoreID": "3",
           "FromDiversityJobFairID": "0",
@@ -36,9 +35,6 @@
           "HispanicLatino": "No",
           "RaceDesc": "Black or African American",
           "DateofHire": "1/9/2012",
-          "DateofTermination": null,
-          "TermReason": "N/A-StillEmployed",
-          "EmploymentStatus": "Active",
           "Department": "Software Engineering",
           "ManagerName": "Alex Sweetwater",
           "ManagerID": "10.0",
@@ -60,7 +56,6 @@
           "MarriedID": "0",
           "MaritalStatusID": "3",
           "GenderID": "0",
-          "EmpStatusID": "5",
           "DeptID": "5",
           "PerfScoreID": "3",
           "FromDiversityJobFairID": "0",
@@ -77,9 +72,6 @@
           "HispanicLatino": "No",
           "RaceDesc": "Black or African American",
           "DateofHire": "4/4/2011",
-          "DateofTermination": null,
-          "TermReason": "more money",
-          "EmploymentStatus": "Voluntarily Terminated",
           "Department": "Production       ",
           "ManagerName": "Kelley Spirea",
           "ManagerID": "18.0",
@@ -101,7 +93,6 @@
           "MarriedID": "0",
           "MaritalStatusID": "0",
           "GenderID": "1",
-          "EmpStatusID": "5",
           "DeptID": "5",
           "PerfScoreID": "3",
           "FromDiversityJobFairID": "0",
@@ -118,9 +109,6 @@
           "HispanicLatino": "No",
           "RaceDesc": "White",
           "DateofHire": "4/4/2011",
-          "DateofTermination": null,
-          "TermReason": "Another position",
-          "EmploymentStatus": "Voluntarily Terminated",
           "Department": "Production       ",
           "ManagerName": "Kissy Sullivan",
           "ManagerID": "20.0",
@@ -145,4 +133,4 @@
   },
   "response": "",
   "evaluation_score": {}
-}
\ No newline at end of file
+}
diff --git a/decision_making/daily/classification/Human_Resources_Data_Set_B2/current.csv b/decision_making/daily/classification/Human_Resources_Data_Set_B2/current.csv
index a425bd4b3381fa7b96a0b4e2813664b6673e9fcf..47216971b0e1f6a5143d751a70dcba823d2e0ea3 100644
--- a/decision_making/daily/classification/Human_Resources_Data_Set_B2/current.csv
+++ b/decision_making/daily/classification/Human_Resources_Data_Set_B2/current.csv
@@ -1,18 +1,18 @@
-Employee_Name,EmpID,MarriedID,MaritalStatusID,GenderID,EmpStatusID,DeptID,PerfScoreID,FromDiversityJobFairID,Salary,Termd,PositionID,Position,State,Zip,DOB,Sex,MaritalDesc,CitizenDesc,HispanicLatino,RaceDesc,DateofHire,DateofTermination,TermReason,EmploymentStatus,Department,ManagerName,ManagerID,RecruitmentSource,PerformanceScore,EngagementSurvey,EmpSatisfaction,SpecialProjectsCount,LastPerformanceReview_Date,DaysLateLast30,Absences
-"Perry, Shakira",10171,0,0,0,5,5,3,0,45998,1,19,Production Technician I,MA,2176,07/20/86,F,Single,US Citizen,No,White,5/16/2011,10/25/2015,medical issues,Voluntarily Terminated,Production       ,Amy Dunn,11.0,LinkedIn,Fully Meets,3.45,4,0,5/13/2014,0,5
-"Trang, Mei",10287,0,0,0,1,5,2,0,63025,0,19,Production Technician I,MA,2021,05/16/83,F,Single,US Citizen,No,White,2/17/2014,,N/A-StillEmployed,Active,Production       ,David Stanley,14.0,LinkedIn,Needs Improvement,2.44,5,0,2/11/2019,4,18
-"Evensen, April",10296,0,0,0,4,5,2,0,59124,1,19,Production Technician I,MA,2458,05/06/89,F,Single,US Citizen,No,White,2/17/2014,2/25/2018,"no-call, no-show",Terminated for Cause,Production       ,Elijiah Gray,16.0,Google Search,Needs Improvement,2.3,3,0,1/15/2017,5,19
-"Nowlan, Kristie",10104,0,0,0,1,5,3,0,66738,0,20,Production Technician II,MA,1040,11/23/85,F,Single,US Citizen,No,White,11/10/2014,,N/A-StillEmployed,Active,Production       ,Elijiah Gray,16.0,Indeed,Fully Meets,4.53,5,0,1/16/2019,0,5
-"Jhaveri, Sneha  ",10060,0,3,0,1,5,3,0,60436,0,19,Production Technician I,MA,2109,04/13/64,F,Separated,US Citizen,No,White,1/6/2014,,N/A-StillEmployed,Active,Production       ,Kelley Spirea,18.0,LinkedIn,Fully Meets,5.0,5,0,1/21/2019,0,9
-"Akinkuolie, Sarah",10196,1,1,0,5,5,3,0,64955,1,20,Production Technician II,MA,1810,09/19/88,F,Married,US Citizen,No,White,7/5/2011,9/24/2012,hours,Voluntarily Terminated,Production       ,Kissy Sullivan,20.0,LinkedIn,Fully Meets,3.02,3,0,5/15/2012,0,3
-"Carr, Claudia  N",10082,0,0,0,2,3,3,0,100031,0,27,Sr. DBA,MA,1886,06/06/86,F,Single,US Citizen,No,Black or African American,6/30/2016,,N/A-StillEmployed,Active,IT/IS,Simon Roup,4.0,LinkedIn,Fully Meets,5.0,5,6,2/18/2019,0,7
-"Le, Binh",10232,0,0,0,1,3,3,0,81584,0,22,Senior BI Developer,MA,1886,06/14/87,F,Single,US Citizen,No,Asian,10/2/2016,,N/A-StillEmployed,Active,IT/IS,Brian Champaigne,13.0,Indeed,Fully Meets,4.1,5,7,1/8/2019,0,2
-"Sloan, Constance",10095,0,0,0,5,5,3,0,63878,1,20,Production Technician II,MA,1851,11/25/87,F,Single,US Citizen,No,White,10/26/2009,4/8/2015,maternity leave - did not return,Voluntarily Terminated,Production       ,Michael Albert,22.0,CareerBuilder,Fully Meets,4.68,4,0,4/2/2015,0,20
-"England, Rex",10235,1,1,1,1,5,3,0,54285,0,19,Production Technician I,MA,2045,08/25/78,M ,Married,US Citizen,No,White,3/31/2014,,N/A-StillEmployed,Active,Production       ,Kelley Spirea,18.0,Employee Referral,Fully Meets,4.2,3,0,1/11/2019,0,3
-"Akinkuolie, Sarah",10196,1,1,0,5,5,3,0,64955,1,20,Production Technician II,MA,1810,09/19/88,F,Married,US Citizen,No,White,7/5/2011,9/24/2012,hours,Voluntarily Terminated,Production       ,Kissy Sullivan,20.0,LinkedIn,Fully Meets,3.02,3,0,5/15/2012,0,3
-"Horton, Jayne",10112,0,0,0,1,3,3,0,97999,0,8,Database Administrator,MA,2493,02/21/84,F,Single,US Citizen,No,White,3/30/2015,,N/A-StillEmployed,Active,IT/IS,Simon Roup,4.0,Indeed,Fully Meets,4.48,5,6,1/3/2019,0,4
-"Purinton, Janine",10262,0,2,0,5,5,3,0,46430,1,19,Production Technician I,MA,2474,09/22/70,F,Divorced,US Citizen,No,White,9/24/2012,6/18/2013,unhappy,Voluntarily Terminated,Production       ,Kissy Sullivan,20.0,Indeed,Fully Meets,4.5,5,0,4/2/2013,0,16
-"Bondwell, Betsy",10267,0,0,0,5,5,3,0,57815,1,20,Production Technician II,MA,2210,01/16/67,F,Single,US Citizen,No,White,1/10/2011,4/4/2014,career change,Voluntarily Terminated,Production       ,Elijiah Gray,16.0,Google Search,Fully Meets,4.8,5,0,3/4/2014,0,5
-"Del Bosque, Keyla",10155,0,0,0,1,4,3,0,101199,0,24,Software Engineer,MA,2176,07/05/79,F,Single,US Citizen,No,Black or African American,1/9/2012,,N/A-StillEmployed,Active,Software Engineering,Alex Sweetwater,10.0,CareerBuilder,Fully Meets,3.79,5,5,1/25/2019,0,8
-"Demita, Carla",10100,0,3,0,5,5,3,0,58275,1,20,Production Technician II,MA,2343,02/25/51,F,Separated,US Citizen,No,Black or African American,4/4/2011,11/4/2015,more money,Voluntarily Terminated,Production       ,Kelley Spirea,18.0,Google Search,Fully Meets,4.62,5,0,5/6/2015,0,1
-"Rossetti, Bruno",10065,0,0,1,5,5,3,0,53180,1,19,Production Technician I,MA,2155,03/18/87,M ,Single,US Citizen,No,White,4/4/2011,8/13/2018,Another position,Voluntarily Terminated,Production       ,Kissy Sullivan,20.0,Google Search,Fully Meets,5.0,5,0,7/2/2018,0,4
+Employee_Name,EmpID,MarriedID,MaritalStatusID,GenderID,DeptID,PerfScoreID,FromDiversityJobFairID,Salary,Termd,PositionID,Position,State,Zip,DOB,Sex,MaritalDesc,CitizenDesc,HispanicLatino,RaceDesc,DateofHire,Department,ManagerName,ManagerID,RecruitmentSource,PerformanceScore,EngagementSurvey,EmpSatisfaction,SpecialProjectsCount,LastPerformanceReview_Date,DaysLateLast30,Absences
+"Perry, Shakira",10171,0,0,0,5,3,0,45998,1,19,Production Technician I,MA,2176,07/20/86,F,Single,US Citizen,No,White,5/16/2011,Production       ,Amy Dunn,11.0,LinkedIn,Fully Meets,3.45,4,0,5/13/2014,0,5
+"Trang, Mei",10287,0,0,0,5,2,0,63025,0,19,Production Technician I,MA,2021,05/16/83,F,Single,US Citizen,No,White,2/17/2014,Production       ,David Stanley,14.0,LinkedIn,Needs Improvement,2.44,5,0,2/11/2019,4,18
+"Evensen, April",10296,0,0,0,5,2,0,59124,1,19,Production Technician I,MA,2458,05/06/89,F,Single,US Citizen,No,White,2/17/2014,Production       ,Elijiah Gray,16.0,Google Search,Needs Improvement,2.3,3,0,1/15/2017,5,19
+"Nowlan, Kristie",10104,0,0,0,5,3,0,66738,0,20,Production Technician II,MA,1040,11/23/85,F,Single,US Citizen,No,White,11/10/2014,Production       ,Elijiah Gray,16.0,Indeed,Fully Meets,4.53,5,0,1/16/2019,0,5
+"Jhaveri, Sneha  ",10060,0,3,0,5,3,0,60436,0,19,Production Technician I,MA,2109,04/13/64,F,Separated,US Citizen,No,White,1/6/2014,Production       ,Kelley Spirea,18.0,LinkedIn,Fully Meets,5.0,5,0,1/21/2019,0,9
+"Akinkuolie, Sarah",10196,1,1,0,5,3,0,64955,1,20,Production Technician II,MA,1810,09/19/88,F,Married,US Citizen,No,White,7/5/2011,Production       ,Kissy Sullivan,20.0,LinkedIn,Fully Meets,3.02,3,0,5/15/2012,0,3
+"Carr, Claudia  N",10082,0,0,0,3,3,0,100031,0,27,Sr. DBA,MA,1886,06/06/86,F,Single,US Citizen,No,Black or African American,6/30/2016,IT/IS,Simon Roup,4.0,LinkedIn,Fully Meets,5.0,5,6,2/18/2019,0,7
+"Le, Binh",10232,0,0,0,3,3,0,81584,0,22,Senior BI Developer,MA,1886,06/14/87,F,Single,US Citizen,No,Asian,10/2/2016,IT/IS,Brian Champaigne,13.0,Indeed,Fully Meets,4.1,5,7,1/8/2019,0,2
+"Sloan, Constance",10095,0,0,0,5,3,0,63878,1,20,Production Technician II,MA,1851,11/25/87,F,Single,US Citizen,No,White,10/26/2009,Production       ,Michael Albert,22.0,CareerBuilder,Fully Meets,4.68,4,0,4/2/2015,0,20
+"England, Rex",10235,1,1,1,5,3,0,54285,0,19,Production Technician I,MA,2045,08/25/78,M ,Married,US Citizen,No,White,3/31/2014,Production       ,Kelley Spirea,18.0,Employee Referral,Fully Meets,4.2,3,0,1/11/2019,0,3
+"Akinkuolie, Sarah",10196,1,1,0,5,3,0,64955,1,20,Production Technician II,MA,1810,09/19/88,F,Married,US Citizen,No,White,7/5/2011,Production       ,Kissy Sullivan,20.0,LinkedIn,Fully Meets,3.02,3,0,5/15/2012,0,3
+"Horton, Jayne",10112,0,0,0,3,3,0,97999,0,8,Database Administrator,MA,2493,02/21/84,F,Single,US Citizen,No,White,3/30/2015,IT/IS,Simon Roup,4.0,Indeed,Fully Meets,4.48,5,6,1/3/2019,0,4
+"Purinton, Janine",10262,0,2,0,5,3,0,46430,1,19,Production Technician I,MA,2474,09/22/70,F,Divorced,US Citizen,No,White,9/24/2012,Production       ,Kissy Sullivan,20.0,Indeed,Fully Meets,4.5,5,0,4/2/2013,0,16
+"Bondwell, Betsy",10267,0,0,0,5,3,0,57815,1,20,Production Technician II,MA,2210,01/16/67,F,Single,US Citizen,No,White,1/10/2011,Production       ,Elijiah Gray,16.0,Google Search,Fully Meets,4.8,5,0,3/4/2014,0,5
+"Del Bosque, Keyla",10155,0,0,0,4,3,0,101199,0,24,Software Engineer,MA,2176,07/05/79,F,Single,US Citizen,No,Black or African American,1/9/2012,Software Engineering,Alex Sweetwater,10.0,CareerBuilder,Fully Meets,3.79,5,5,1/25/2019,0,8
+"Demita, Carla",10100,0,3,0,5,3,0,58275,1,20,Production Technician II,MA,2343,02/25/51,F,Separated,US Citizen,No,Black or African American,4/4/2011,Production       ,Kelley Spirea,18.0,Google Search,Fully Meets,4.62,5,0,5/6/2015,0,1
+"Rossetti, Bruno",10065,0,0,1,5,3,0,53180,1,19,Production Technician I,MA,2155,03/18/87,M ,Single,US Citizen,No,White,4/4/2011,Production       ,Kissy Sullivan,20.0,Google Search,Fully Meets,5.0,5,0,7/2/2018,0,4
diff --git a/decision_making/daily/classification/Human_Resources_Data_Set_B2/history.csv b/decision_making/daily/classification/Human_Resources_Data_Set_B2/history.csv
index 30b2bd65b72194538f746e7776b727dcec7b14f1..a543597886fff55580338ab59ea2673dfe6de0b7 100644
--- a/decision_making/daily/classification/Human_Resources_Data_Set_B2/history.csv
+++ b/decision_making/daily/classification/Human_Resources_Data_Set_B2/history.csv
@@ -1,296 +1,296 @@
-Employee_Name,EmpID,MarriedID,MaritalStatusID,GenderID,EmpStatusID,DeptID,PerfScoreID,FromDiversityJobFairID,Salary,Termd,PositionID,Position,State,Zip,DOB,Sex,MaritalDesc,CitizenDesc,HispanicLatino,RaceDesc,DateofHire,DateofTermination,TermReason,EmploymentStatus,Department,ManagerName,ManagerID,RecruitmentSource,PerformanceScore,EngagementSurvey,EmpSatisfaction,SpecialProjectsCount,LastPerformanceReview_Date,DaysLateLast30,Absences
-"Smith, Sade",10157,0,0,0,1,5,3,0,58939,0,19,Production Technician I,MA,2130,02/02/65,F,Single,US Citizen,No,White,11/11/2013,,N/A-StillEmployed,Active,Production       ,Ketsia Liebig,19.0,Employee Referral,Fully Meets,3.73,3,0,1/24/2019,0,16
-"Foster-Baker, Amy",10080,1,1,0,1,1,3,0,99351,0,26,Sr. Accountant,MA,2050,04/16/79,F,Married,US Citizen,no,White,1/5/2009,,N/A-StillEmployed,Active,Admin Offices,Board of Directors,9.0,Other,Fully Meets,5.0,3,2,2/8/2019,0,3
-"Langford, Lindsey",10106,0,2,0,5,5,3,0,66074,1,20,Production Technician II,MA,2090,07/25/79,F,Divorced,US Citizen,No,Asian,1/7/2013,3/31/2014,Another position,Voluntarily Terminated,Production       ,David Stanley,14.0,Indeed,Fully Meets,4.52,3,0,2/20/2014,0,20
-"Newman, Richard ",10063,1,1,1,3,5,3,0,48495,0,19,Production Technician I,MA,2136,04/08/77,M ,Married,US Citizen,No,White,5/12/2014,,N/A-StillEmployed,Active,Production       ,Ketsia Liebig,19.0,LinkedIn,Fully Meets,5.0,5,0,2/18/2019,0,11
-"Beak, Kimberly  ",10023,1,1,0,2,5,4,0,70131,0,20,Production Technician II,MA,2145,04/17/66,F,Married,US Citizen,No,White,7/21/2016,,N/A-StillEmployed,Active,Production       ,Kelley Spirea,18.0,Employee Referral,Exceeds,4.4,3,0,1/14/2019,0,16
-"Hutter, Rosalie",10214,0,3,0,2,5,3,0,64995,0,20,Production Technician II,MA,2351,05/07/92,F,Separated,US Citizen,No,White,6/5/2015,,N/A-StillEmployed,Active,Production       ,Webster Butler,,Indeed,Fully Meets,4.5,3,0,2/14/2019,0,6
-"Latif, Mohammed",10249,1,1,1,5,5,3,0,61962,1,20,Production Technician II,MA,2126,05/09/84,M ,Married,US Citizen,No,White,4/2/2012,4/15/2013,more money,Voluntarily Terminated,Production       ,Kissy Sullivan,20.0,Google Search,Fully Meets,4.9,3,0,2/20/2013,0,20
-"Nguyen, Lei-Ming",10206,0,0,0,1,5,3,0,62061,0,19,Production Technician I,MA,2132,07/07/84,F,Single,US Citizen,No,White,7/8/2013,,N/A-StillEmployed,Active,Production       ,David Stanley,14.0,LinkedIn,Fully Meets,3.6,5,0,1/2/2019,0,4
-"Ren, Kylo",10140,1,1,1,1,6,3,0,61809,0,3,Area Sales Manager,ID,83706,10/12/54,M ,Married,US Citizen,No,White,5/12/2014,,N/A-StillEmployed,Active,Sales,John Smith,17.0,CareerBuilder,Fully Meets,3.98,3,0,1/28/2019,0,4
-"McKinzie, Jac",10202,1,1,1,2,6,3,0,63291,0,3,Area Sales Manager,TX,78789,07/01/84,M ,Married,US Citizen,No,Two or more races,7/6/2016,,N/A-StillEmployed,Active,Sales,Lynn Daneault,21.0,Website,Fully Meets,3.4,4,0,1/29/2019,0,7
-"Monkfish, Erasumus",10213,1,1,1,1,5,3,0,58207,0,20,Production Technician II,MA,1450,08/17/92,M ,Married,US Citizen,No,White,11/7/2011,,N/A-StillEmployed,Active,Production       ,David Stanley,14.0,LinkedIn,Fully Meets,3.7,3,0,1/8/2019,0,14
-"King, Janet",10089,1,1,0,1,2,3,0,250000,0,16,President & CEO,MA,1902,09/21/54,F,Married,US Citizen,Yes,White,7/2/2012,,N/A-StillEmployed,Active,Executive Office,Board of Directors,9.0,Indeed,Fully Meets,4.83,3,0,1/17/2019,0,10
-"Dolan, Linda",10133,1,1,0,1,3,3,0,70621,0,14,IT Support,MA,2119,07/18/88,F,Married,US Citizen,No,White,1/5/2015,,N/A-StillEmployed,Active,IT/IS,Peter Monroe,7.0,Employee Referral,Fully Meets,4.11,4,6,2/25/2019,0,16
-"Kinsella, Kathleen  ",10166,1,1,0,5,5,3,0,54005,1,19,Production Technician I,MA,2170,12/08/73,F,Married,US Citizen,No,White,9/26/2011,6/4/2015,more money,Voluntarily Terminated,Production       ,Webster Butler,39.0,Google Search,Fully Meets,3.6,5,0,3/1/2015,0,16
-"Darson, Jene'ya ",10056,1,1,0,1,5,3,0,57583,0,19,Production Technician I,MA,2110,11/05/78,F,Married,US Citizen,No,White,7/2/2012,,N/A-StillEmployed,Active,Production       ,Elijiah Gray,16.0,Indeed,Fully Meets,5.0,3,0,2/25/2019,0,1
-"Goyal, Roxana",10256,1,1,0,3,5,3,0,49256,0,19,Production Technician I,MA,1864,10/09/74,F,Married,US Citizen,No,Asian,8/19/2013,,N/A-StillEmployed,Active,Production       ,Kissy Sullivan,20.0,LinkedIn,Fully Meets,4.1,5,0,2/15/2019,0,3
-"Khemmich, Bartholemew",10231,0,0,1,1,6,3,0,65310,0,3,Area Sales Manager,CO,80820,11/27/79,M ,Single,US Citizen,No,White,8/19/2013,,N/A-StillEmployed,Active,Sales,Lynn Daneault,21.0,Indeed,Fully Meets,4.3,5,0,1/22/2019,0,13
-"Power, Morissa",10187,0,2,0,5,5,3,0,46799,1,19,Production Technician I,MA,1742,10/15/84,F,Divorced,Eligible NonCitizen,No,Asian,5/16/2011,6/4/2018,Another position,Voluntarily Terminated,Production       ,Kissy Sullivan,20.0,Google Search,Fully Meets,3.17,4,0,4/2/2018,0,14
-"Soze, Keyser",10180,1,1,1,2,3,3,0,87565,0,28,Sr. Network Engineer,MA,1545,02/09/83,M ,Married,US Citizen,No,Asian,6/30/2016,,N/A-StillEmployed,Active,IT/IS,Peter Monroe,7.0,LinkedIn,Fully Meets,3.27,4,5,1/14/2019,0,13
-"Walker, Roger",10190,0,0,1,1,5,3,0,66541,0,20,Production Technician II,MA,2459,02/10/76,M ,Single,US Citizen,No,Black or African American,8/18/2014,,N/A-StillEmployed,Active,Production       ,Ketsia Liebig,19.0,Employee Referral,Fully Meets,3.11,5,0,2/12/2019,0,4
-"DiNocco, Lily ",10284,1,1,0,1,5,2,0,61584,0,19,Production Technician I,MA,2351,12/02/78,F,Married,US Citizen,No,Black or African American,1/7/2013,,N/A-StillEmployed,Active,Production       ,Brannon Miller,12.0,Indeed,Needs Improvement,3.88,4,0,1/18/2019,0,6
-"Monterro, Luisa",10025,0,0,0,1,5,4,0,72460,0,20,Production Technician II,MA,2126,04/24/70,F,Single,US Citizen,No,Black or African American,5/13/2013,,N/A-StillEmployed,Active,Production       ,Kissy Sullivan,20.0,Indeed,Exceeds,4.7,3,0,1/14/2019,0,1
-"Ruiz, Ricardo",10222,0,2,1,5,3,3,1,148999,1,13,IT Manager - DB,MA,1915,01/04/64,M ,Divorced,US Citizen,No,Black or African American,1/9/2012,11/4/2015,hours,Voluntarily Terminated,IT/IS,Jennifer Zamora,5.0,Diversity Job Fair,Fully Meets,4.3,4,6,1/4/2015,0,8
-"Crimmings,   Jean",10132,0,0,0,2,5,3,0,56149,0,19,Production Technician I,MA,1821,04/10/87,F,Single,US Citizen,No,White,7/6/2016,,N/A-StillEmployed,Active,Production       ,Michael Albert,22.0,LinkedIn,Fully Meets,4.12,5,0,1/28/2019,0,15
-"Pham, Hong",10050,1,1,1,5,5,3,0,64724,1,19,Production Technician I,MA,2451,03/06/88,M ,Married,US Citizen,No,Asian,7/5/2011,11/30/2012,more money,Voluntarily Terminated,Production       ,Brannon Miller,12.0,Google Search,Fully Meets,5.0,3,0,2/20/2012,0,13
-"Handschiegl, Joanne",10125,1,1,0,1,5,3,0,54828,0,19,Production Technician I,MA,2127,03/23/77,F,Married,US Citizen,No,White,11/28/2011,,N/A-StillEmployed,Active,Production       ,Michael Albert,22.0,Google Search,Fully Meets,4.2,4,0,2/22/2019,0,13
-"Steans, Tyrone  ",10147,0,0,1,1,1,3,0,63003,0,1,Accountant I,MA,2703,09/01/86,M ,Single,US Citizen,No,White,9/29/2014,,N/A-StillEmployed,Active,Admin Offices,Brandon R. LeBlanc,1.0,Indeed,Fully Meets,3.9,5,5,1/18/2019,0,9
-"Mckenna, Sandy",10145,1,1,0,1,5,3,0,62810,0,19,Production Technician I,MA,2184,01/07/87,F,Married,US Citizen,No,Black or African American,1/7/2013,,N/A-StillEmployed,Active,Production       ,Kissy Sullivan,20.0,CareerBuilder,Fully Meets,3.93,3,0,1/30/2019,0,20
-"Delarge, Alex",10306,0,0,1,1,6,1,0,61568,0,3,Area Sales Manager,AL,36006,11/02/75,M ,Single,US Citizen,No,Two or more races,9/29/2014,,N/A-StillEmployed,Active,Sales,John Smith,17.0,Indeed,PIP,1.93,3,0,1/30/2019,6,5
-"Roby, Lori ",10162,1,1,0,1,3,3,0,89883,0,9,Data Analyst,MA,1886,10/11/81,F,Married,US Citizen,No,White,2/16/2015,,N/A-StillEmployed,Active,IT/IS,Simon Roup,4.0,Employee Referral,Fully Meets,3.69,5,6,2/14/2019,0,15
-"Voldemort, Lord",10118,1,1,1,4,3,3,0,113999,1,8,Database Administrator,MA,1960,08/07/86,M ,Married,US Citizen,No,Black or African American,2/16/2015,2/22/2017,"no-call, no-show",Terminated for Cause,IT/IS,Simon Roup,4.0,Employee Referral,Fully Meets,4.33,3,7,2/15/2017,0,9
-"Good, Susan",10237,1,1,0,3,5,3,0,66825,0,20,Production Technician II,MA,1886,05/25/86,F,Married,US Citizen,No,White,5/12/2014,,N/A-StillEmployed,Active,Production       ,David Stanley,14.0,LinkedIn,Fully Meets,4.6,3,0,2/7/2019,0,20
-"Smith, Martin",10286,0,0,1,5,5,2,0,53564,1,19,Production Technician I,MA,2458,03/17/88,M ,Single,US Citizen,No,Black or African American,1/10/2011,12/28/2017,career change,Voluntarily Terminated,Production       ,Webster Butler,39.0,Google Search,Needs Improvement,3.54,5,0,4/6/2017,4,15
-"Burkett, Benjamin ",10181,1,1,1,1,5,3,0,62162,0,20,Production Technician II,MA,1890,08/19/77,M ,Married,US Citizen,No,White,4/4/2011,,N/A-StillEmployed,Active,Production       ,Ketsia Liebig,19.0,Indeed,Fully Meets,3.25,5,0,1/14/2019,0,15
-"Veera, Abdellah ",10014,0,2,1,5,5,4,0,58523,1,19,Production Technician I,MA,2171,01/31/87,M ,Divorced,US Citizen,No,White,8/13/2012,2/5/2016,maternity leave - did not return,Voluntarily Terminated,Production       ,Kissy Sullivan,20.0,LinkedIn,Exceeds,4.5,5,0,2/1/2016,0,15
-"Anderson, Linda  ",10002,0,0,0,1,5,4,0,57568,0,19,Production Technician I,MA,1844,05/22/77,F,Single,US Citizen,No,White,1/9/2012,,N/A-StillEmployed,Active,Production       ,Amy Dunn,11.0,LinkedIn,Exceeds,5.0,5,0,1/7/2019,0,15
-"Clayton, Rick",10220,0,0,1,1,3,3,0,68678,0,14,IT Support,MA,2170,09/05/85,M ,Single,US Citizen,No,White,9/5/2012,,N/A-StillEmployed,Active,IT/IS,Eric Dougall,6.0,Indeed,Fully Meets,4.7,3,6,2/27/2019,0,2
-"Jung, Judy  ",10138,1,1,0,5,5,3,0,61154,1,19,Production Technician I,MA,2446,04/17/86,F,Married,US Citizen,No,Black or African American,1/10/2011,4/1/2016,unhappy,Voluntarily Terminated,Production       ,Elijiah Gray,16.0,CareerBuilder,Fully Meets,4.0,4,0,2/3/2016,0,4
-"Alagbe,Trina",10088,1,1,0,1,5,3,0,64991,0,19,Production Technician I,MA,1886,09/27/88,F,Married,US Citizen,No,White,1/7/2008,,N/A-StillEmployed,Active,Production       ,Elijiah Gray,16.0,Indeed,Fully Meets,4.84,5,0,1/3/2019,0,15
-"Baczenski, Rachael  ",10252,1,1,0,5,5,3,1,54670,1,19,Production Technician I,MA,1902,01/12/74,F,Married,US Citizen,Yes,Black or African American,1/10/2011,1/12/2017,Another position,Voluntarily Terminated,Production       ,David Stanley,14.0,Diversity Job Fair,Fully Meets,4.2,4,0,1/30/2016,0,12
-"Driver, Elle",10006,0,0,0,1,6,4,0,74241,0,3,Area Sales Manager,CA,90007,11/08/88,F,Single,US Citizen,No,White,1/10/2011,,N/A-StillEmployed,Active,Sales,Lynn Daneault,21.0,Indeed,Exceeds,4.77,5,0,1/27/2019,0,14
-"Champaigne, Brian",10108,1,1,1,1,3,3,0,110929,0,5,BI Director,MA,2045,02/09/72,M ,Married,US Citizen,No,White,9/6/2016,,N/A-StillEmployed,Active,IT/IS,Jennifer Zamora,5.0,Indeed,Fully Meets,4.5,5,7,1/15/2019,0,8
-"Goble, Taisha",10246,0,0,0,4,3,3,0,114800,1,8,Database Administrator,MA,2127,10/23/71,F,Single,US Citizen,No,White,2/16/2015,3/15/2015,"no-call, no-show",Terminated for Cause,IT/IS,Simon Roup,4.0,Indeed,Fully Meets,4.6,4,4,1/20/2015,0,10
-"Robinson, Cherly",10285,1,1,0,4,5,2,0,61422,1,19,Production Technician I,MA,1460,01/07/85,F,Married,US Citizen,No,White,1/10/2011,5/17/2016,attendance,Terminated for Cause,Production       ,Ketsia Liebig,19.0,Indeed,Needs Improvement,3.6,3,0,4/5/2016,4,16
-"Gonzalez, Maria",10101,0,3,0,1,3,3,0,61242,0,14,IT Support,MA,2472,04/16/81,F,Separated,US Citizen,Yes,White,1/5/2015,,N/A-StillEmployed,Active,IT/IS,Peter Monroe,7.0,Employee Referral,Fully Meets,4.61,4,5,1/28/2019,0,11
-"Langton, Enrico",10052,1,1,1,1,5,3,0,46120,0,19,Production Technician I,MA,2048,12/09/86,M ,Married,US Citizen,No,White,7/9/2012,,N/A-StillEmployed,Active,Production       ,David Stanley,14.0,LinkedIn,Fully Meets,5.0,5,0,2/4/2019,0,13
-"Daneault, Lynn",10099,0,0,0,1,6,3,0,65729,0,21,Sales Manager,VT,5473,04/19/90,F,Single,US Citizen,No,White,5/5/2014,,N/A-StillEmployed,Active,Sales,Debra Houlihan,15.0,Indeed,Fully Meets,4.62,4,0,1/24/2019,0,8
-"Givens, Myriam",10255,0,0,0,1,6,3,0,61555,0,3,Area Sales Manager,IN,46204,09/22/89,F,Single,US Citizen,No,White,2/16/2015,,N/A-StillEmployed,Active,Sales,Lynn Daneault,21.0,Indeed,Fully Meets,4.5,5,0,1/25/2019,0,20
-"Lindsay, Leonara ",10008,0,0,0,1,3,4,1,51777,0,14,IT Support,CT,6070,10/05/88,F,Single,US Citizen,Yes,Black or African American,1/21/2011,,N/A-StillEmployed,Active,IT/IS,Eric Dougall,6.0,Diversity Job Fair,Exceeds,4.64,4,5,1/25/2019,0,14
-"Squatrito, Kristen",10030,0,2,0,5,5,4,0,62425,1,19,Production Technician I,MA,2359,03/26/73,F,Divorced,US Citizen,No,White,5/13/2013,6/29/2015,unhappy,Voluntarily Terminated,Production       ,David Stanley,14.0,LinkedIn,Exceeds,4.1,4,0,3/2/2015,0,16
-"Jeannite, Tayana",10009,0,2,0,1,5,4,0,60724,0,20,Production Technician II,MA,1821,11/06/86,F,Divorced,US Citizen,No,American Indian or Alaska Native,7/5/2011,,N/A-StillEmployed,Active,Production       ,Ketsia Liebig,19.0,LinkedIn,Exceeds,4.6,4,0,2/25/2019,0,11
-"Fraval, Maruk ",10258,0,0,1,1,6,3,0,67251,0,3,Area Sales Manager,CT,6050,08/28/63,M ,Single,US Citizen,No,Black or African American,9/6/2011,,N/A-StillEmployed,Active,Sales,Lynn Daneault,21.0,CareerBuilder,Fully Meets,4.3,3,0,1/27/2019,2,7
-"Tippett, Jeanette",10123,0,2,0,1,5,3,0,56339,0,19,Production Technician I,MA,2093,06/05/67,F,Divorced,US Citizen,No,Black or African American,2/18/2013,,N/A-StillEmployed,Active,Production       ,Brannon Miller,12.0,Indeed,Fully Meets,4.21,5,0,1/14/2019,0,4
-"Cockel, James",10261,0,0,1,1,5,3,0,63108,0,19,Production Technician I,MA,2452,09/08/77,M ,Single,US Citizen,No,White,7/8/2013,,N/A-StillEmployed,Active,Production       ,David Stanley,14.0,Employee Referral,Fully Meets,4.4,5,0,1/14/2019,0,3
-"Howard, Estelle",10182,1,1,0,1,1,3,0,49920,1,2,Administrative Assistant,MA,2170,09/16/85,F,Married,US Citizen,No,Black or African American,2/16/2015,4/15/2015,"no-call, no-show",Terminated for Cause,Admin Offices,Brandon R. LeBlanc,1.0,Indeed,Fully Meets,3.24,3,4,4/15/2015,0,6
-"Fett, Boba",10309,0,0,1,1,3,1,0,53366,0,15,Network Engineer,MA,2138,06/18/87,M ,Single,US Citizen,No,White,3/30/2015,,N/A-StillEmployed,Active,IT/IS,Peter Monroe,7.0,LinkedIn,PIP,1.2,3,6,2/4/2019,3,2
-"Manchester, Robyn",10077,1,1,0,2,5,3,0,62385,0,20,Production Technician II,MA,2324,08/25/76,F,Married,US Citizen,No,White,5/11/2016,,N/A-StillEmployed,Active,Production       ,Webster Butler,,LinkedIn,Fully Meets,5.0,3,0,1/21/2019,0,4
-"Saada, Adell",10126,1,1,0,1,4,3,0,86214,0,24,Software Engineer,MA,2132,07/24/86,F,Married,US Citizen,No,White,11/5/2012,,N/A-StillEmployed,Active,Software Engineering,Alex Sweetwater,10.0,Indeed,Fully Meets,4.2,3,6,2/13/2019,0,2
-"Ferguson, Susan",10189,1,1,0,5,5,3,0,57748,1,19,Production Technician I,MA,2176,04/14/55,F,Married,US Citizen,No,White,11/7/2011,5/17/2016,military,Voluntarily Terminated,Production       ,Webster Butler,39.0,Google Search,Fully Meets,3.13,3,0,2/4/2016,0,16
-"Whittier, Scott",10072,0,0,1,5,5,3,0,58371,1,19,Production Technician I,MA,2030,05/24/87,M ,Single,US Citizen,Yes,White,1/10/2011,5/15/2014,hours,Voluntarily Terminated,Production       ,Webster Butler,39.0,LinkedIn,Fully Meets,5.0,5,0,5/15/2014,0,11
-"Estremera, Miguel",10280,0,0,1,4,5,2,0,60340,1,19,Production Technician I,MA,2129,09/02/83,M ,Single,US Citizen,No,White,4/2/2012,9/27/2018,attendance,Terminated for Cause,Production       ,Michael Albert,22.0,Google Search,Needs Improvement,5.0,4,0,4/12/2018,5,16
-"Barbara, Thomas",10242,1,1,1,5,5,3,1,47211,1,19,Production Technician I,MA,2062,02/21/74,M ,Married,US Citizen,Yes,Black or African American,4/2/2012,9/19/2016,unhappy,Voluntarily Terminated,Production       ,Kissy Sullivan,20.0,Diversity Job Fair,Fully Meets,4.2,3,0,5/6/2016,0,15
-"Kirill, Alexandra  ",10170,1,1,0,5,5,3,0,45433,1,19,Production Technician I,MA,2127,10/08/70,F,Married,US Citizen,No,White,9/26/2011,1/9/2014,more money,Voluntarily Terminated,Production       ,Amy Dunn,11.0,Google Search,Fully Meets,3.49,4,0,1/30/2013,0,6
-"Valentin,Jackie",10205,1,1,0,1,6,3,0,57859,0,3,Area Sales Manager,AZ,85006,05/23/91,F,Married,US Citizen,No,Two or more races,7/5/2011,,N/A-StillEmployed,Active,Sales,John Smith,17.0,Indeed,Fully Meets,2.81,3,0,1/17/2019,0,16
-"Athwal, Sam",10062,0,4,1,1,5,3,0,59365,0,19,Production Technician I,MA,2199,02/18/83,M ,Widowed,US Citizen,No,White,9/30/2013,,N/A-StillEmployed,Active,Production       ,Ketsia Liebig,19.0,Employee Referral,Fully Meets,5.0,4,0,2/25/2019,0,19
-"Hunts, Julissa",10201,0,0,0,2,5,3,0,69340,0,20,Production Technician II,MA,2021,03/11/84,F,Single,US Citizen,No,White,6/6/2016,,N/A-StillEmployed,Active,Production       ,Elijiah Gray,16.0,LinkedIn,Fully Meets,3.0,5,0,1/18/2019,0,4
-"Rhoads, Thomas",10058,0,2,1,5,5,3,0,45115,1,19,Production Technician I,MA,2176,07/22/82,M ,Divorced,US Citizen,Yes,White,5/16/2011,1/15/2016,retiring,Voluntarily Terminated,Production       ,Elijiah Gray,16.0,LinkedIn,Fully Meets,5.0,4,0,3/30/2015,0,11
-"Bugali, Josephine ",10203,0,3,0,3,5,3,1,64375,0,19,Production Technician I,MA,2043,10/30/69,F,Separated,US Citizen,No,Black or African American,11/11/2013,,N/A-StillEmployed,Active,Production       ,Kissy Sullivan,20.0,Diversity Job Fair,Fully Meets,3.5,5,0,1/21/2019,0,17
-"Dunne, Amy",10211,1,1,0,1,5,3,0,62514,0,19,Production Technician I,MA,1749,09/23/73,F,Married,US Citizen,No,White,4/26/2010,,N/A-StillEmployed,Active,Production       ,Ketsia Liebig,19.0,Google Search,Fully Meets,2.9,3,0,1/21/2019,0,6
-"Gonzalez, Juan",10300,1,1,1,5,5,1,1,68898,1,20,Production Technician II,MA,2128,10/12/64,M ,Married,US Citizen,No,Black or African American,4/26/2010,5/30/2011,career change,Voluntarily Terminated,Production       ,Brannon Miller,12.0,Diversity Job Fair,PIP,3.0,3,0,3/6/2011,3,10
-"Carey, Michael  ",10115,0,0,1,1,5,3,0,52846,0,19,Production Technician I,MA,1701,02/02/83,M ,Single,US Citizen,No,Black or African American,3/31/2014,,N/A-StillEmployed,Active,Production       ,Kelley Spirea,18.0,LinkedIn,Fully Meets,4.43,3,0,2/1/2019,0,14
-"Anderson, Carol ",10069,0,2,0,5,5,3,0,50825,1,19,Production Technician I,MA,2169,09/08/89,F,Divorced,US Citizen,No,White,7/11/2011,9/6/2016,return to school,Voluntarily Terminated,Production       ,Webster Butler,39.0,Google Search,Fully Meets,5.0,4,0,2/1/2016,0,2
-"Wolk, Hang  T",10174,0,0,0,1,5,3,0,60446,0,20,Production Technician II,MA,2302,04/20/85,F,Single,US Citizen,No,White,9/29/2014,,N/A-StillEmployed,Active,Production       ,David Stanley,14.0,LinkedIn,Fully Meets,3.4,4,0,2/21/2019,0,14
-"Fancett, Nicole",10136,0,0,0,1,5,3,0,65902,0,20,Production Technician II,MA,2324,09/27/87,F,Single,US Citizen,No,Black or African American,2/17/2014,,N/A-StillEmployed,Active,Production       ,Webster Butler,,LinkedIn,Fully Meets,4.0,4,0,1/7/2019,0,7
-"Ybarra, Catherine ",10301,0,0,0,5,5,1,0,48513,1,19,Production Technician I,MA,2458,05/04/82,F,Single,US Citizen,No,Asian,9/2/2008,9/29/2015,Another position,Voluntarily Terminated,Production       ,Brannon Miller,12.0,Google Search,PIP,3.2,2,0,9/2/2015,5,4
-"Fernandes, Nilson  ",10308,1,1,1,1,5,1,0,64057,0,19,Production Technician I,MA,2132,10/18/89,M ,Married,US Citizen,No,White,5/11/2015,,N/A-StillEmployed,Active,Production       ,Amy Dunn,11.0,Indeed,PIP,1.56,5,0,1/3/2019,6,15
-"Bachiochi, Linda",10114,0,0,0,3,5,3,1,47837,0,19,Production Technician I,MA,1902,02/11/70,F,Single,US Citizen,No,Black or African American,7/6/2009,,N/A-StillEmployed,Active,Production       ,Brannon Miller,12.0,Diversity Job Fair,Fully Meets,4.46,3,0,1/25/2019,0,4
-"Roehrich, Bianca",10149,0,0,0,5,3,3,0,120000,1,29,Principal Data Architect,MA,2703,05/27/73,F,Single,US Citizen,Yes,White,1/5/2015,11/10/2018,Another position,Voluntarily Terminated,IT/IS,Simon Roup,4.0,LinkedIn,Fully Meets,3.88,3,7,2/13/2018,0,12
-"Chivukula, Enola",10240,0,0,0,5,5,3,0,64786,1,19,Production Technician I,MA,1775,08/27/83,F,Single,US Citizen,No,White,6/27/2011,11/15/2015,relocation out of area,Voluntarily Terminated,Production       ,Amy Dunn,11.0,Indeed,Fully Meets,4.3,4,0,3/10/2015,0,3
-"Theamstern, Sophia",10141,0,0,0,5,5,3,0,48413,1,19,Production Technician I,MA,2066,05/09/65,F,Single,US Citizen,No,White,7/5/2011,9/5/2016,return to school,Voluntarily Terminated,Production       ,Amy Dunn,11.0,Indeed,Fully Meets,3.98,4,0,3/2/2016,0,1
-"Osturnka, Adeel",10021,1,1,1,1,5,4,0,47414,0,19,Production Technician I,MA,2478,12/11/76,M ,Married,US Citizen,No,White,9/30/2013,,N/A-StillEmployed,Active,Production       ,Kelley Spirea,18.0,LinkedIn,Exceeds,5.0,3,0,2/7/2019,0,13
-"Clukey, Elijian",10029,1,1,1,2,5,4,0,50373,0,19,Production Technician I,MA,2134,08/26/80,M ,Married,US Citizen,No,White,7/6/2016,,N/A-StillEmployed,Active,Production       ,Brannon Miller,12.0,Employee Referral,Exceeds,4.1,4,0,2/28/2019,0,5
-"Wilber, Barry",10048,1,1,1,5,5,3,0,55140,1,19,Production Technician I,MA,2324,09/09/65,M ,Married,Eligible NonCitizen,No,White,5/16/2011,9/7/2015,unhappy,Voluntarily Terminated,Production       ,Amy Dunn,11.0,Website,Fully Meets,5.0,3,0,2/15/2015,0,7
-"Roper, Katie",10086,0,0,0,1,3,3,0,150290,0,7,Data Architect,MA,2056,11/21/72,F,Single,US Citizen,No,Black or African American,1/7/2017,,N/A-StillEmployed,Active,IT/IS,Brian Champaigne,13.0,Indeed,Fully Meets,4.94,3,5,2/6/2019,0,17
-"Chigurh, Anton",10200,0,0,1,1,6,3,0,66808,0,3,Area Sales Manager,TX,78207,06/11/70,M ,Single,Eligible NonCitizen,No,Black or African American,5/14/2012,,N/A-StillEmployed,Active,Sales,Lynn Daneault,21.0,Employee Referral,Fully Meets,3.0,5,0,1/19/2019,0,17
-"Spirea, Kelley",10090,1,1,0,1,5,3,0,65714,0,18,Production Manager,MA,2451,09/30/75,F,Married,US Citizen,No,White,10/2/2012,,N/A-StillEmployed,Active,Production       ,Janet King,2.0,LinkedIn,Fully Meets,4.83,5,0,2/14/2019,0,15
-"Zamora, Jennifer",10010,0,0,0,1,3,4,0,220450,0,6,CIO,MA,2067,08/30/79,F,Single,US Citizen,No,White,4/10/2010,,N/A-StillEmployed,Active,IT/IS,Janet King,2.0,Employee Referral,Exceeds,4.6,5,6,2/21/2019,0,16
-"Bozzi, Charles",10175,0,0,1,5,5,3,0,74312,1,18,Production Manager,MA,1901,03/10/70,M ,Single,US Citizen,No,Asian,9/30/2013,8/7/2014,retiring,Voluntarily Terminated,Production       ,Janet King,2.0,Indeed,Fully Meets,3.39,3,0,2/20/2014,0,14
-"Von Massenbach, Anna",10183,0,0,0,2,5,3,0,62068,0,19,Production Technician I,MA,2124,04/06/85,F,Single,US Citizen,No,White,7/5/2015,,N/A-StillEmployed,Active,Production       ,Michael Albert,22.0,LinkedIn,Fully Meets,3.21,3,0,1/29/2019,0,7
-"Becker, Renee",10245,0,0,0,4,3,3,0,110000,1,8,Database Administrator,MA,2026,04/04/86,F,Single,US Citizen,Yes,White,7/7/2014,9/12/2015,performance,Terminated for Cause,IT/IS,Simon Roup,4.0,Google Search,Fully Meets,4.5,4,5,1/15/2015,0,8
-"Huynh, Ming",10160,0,2,0,5,5,3,0,68182,1,20,Production Technician II,MA,1742,09/22/76,F,Divorced,US Citizen,No,White,2/21/2011,4/1/2013,unhappy,Voluntarily Terminated,Production       ,Amy Dunn,11.0,Google Search,Fully Meets,3.72,3,0,2/1/2013,0,18
-"Corleone, Vito",10019,0,0,1,1,5,4,0,170500,0,10,Director of Operations,MA,2030,03/19/83,M ,Single,US Citizen,No,Black or African American,1/5/2009,,N/A-StillEmployed,Active,Production       ,Janet King,2.0,Indeed,Exceeds,3.7,5,0,2/4/2019,0,15
-"Boutwell, Bonalyn",10081,1,1,0,1,1,3,1,106367,0,26,Sr. Accountant,MA,2468,04/04/87,F,Married,US Citizen,No,Black or African American,2/16/2015,,N/A-StillEmployed,Active,Admin Offices,Brandon R. LeBlanc,3.0,Diversity Job Fair,Fully Meets,5.0,4,3,2/18/2019,0,4
-"Barbossa, Hector",10012,0,2,1,1,3,4,1,92328,0,9,Data Analyst,TX,78230,07/04/88,M ,Divorced,US Citizen,No,Black or African American,11/10/2014,,N/A-StillEmployed,Active,IT/IS,Simon Roup,4.0,Diversity Job Fair,Exceeds,4.28,4,5,2/25/2019,0,9
-"Rachael, Maggie",10239,1,1,0,1,3,3,0,95920,0,4,BI Developer,MA,2110,05/12/80,F,Married,US Citizen,No,Black or African American,10/2/2016,,N/A-StillEmployed,Active,IT/IS,Brian Champaigne,13.0,Indeed,Fully Meets,4.4,4,6,2/6/2019,0,10
-"Davis, Daniel",10143,0,0,1,1,5,3,0,56294,0,20,Production Technician II,MA,2458,09/14/79,M ,Single,Eligible NonCitizen,No,Two or more races,11/7/2011,,N/A-StillEmployed,Active,Production       ,Kissy Sullivan,20.0,LinkedIn,Fully Meets,3.96,4,0,2/27/2019,0,6
-"Dietrich, Jenna  ",10304,0,0,0,1,6,1,0,59231,0,3,Area Sales Manager,WA,98052,05/14/87,F,Single,US Citizen,Yes,White,2/20/2012,,N/A-StillEmployed,Active,Sales,John Smith,17.0,Website,PIP,2.3,1,0,1/29/2019,2,17
-"Morway, Tanya",10151,1,1,0,1,3,3,0,52599,0,15,Network Engineer,MA,2048,04/04/79,F,Married,US Citizen,No,White,2/16/2015,,N/A-StillEmployed,Active,IT/IS,Peter Monroe,7.0,CareerBuilder,Fully Meets,3.81,3,6,2/11/2019,0,6
-"Villanueva, Noah",10253,0,0,1,1,6,3,0,55875,0,3,Area Sales Manager,ME,4063,07/11/89,M ,Single,US Citizen,No,Asian,3/5/2012,,N/A-StillEmployed,Active,Sales,John Smith,17.0,Website,Fully Meets,4.5,4,0,1/18/2019,0,11
-"Monroe, Peter",10288,1,1,1,1,3,2,1,157000,0,13,IT Manager - Infra,MA,2134,10/05/86,M ,Married,Eligible NonCitizen,Yes,Black or African American,2/15/2012,,N/A-StillEmployed,Active,IT/IS,Jennifer Zamora,5.0,Diversity Job Fair,Needs Improvement,2.39,3,6,2/22/2019,4,13
-"Landa, Hans",10092,1,1,1,4,5,3,0,82758,1,18,Production Manager,MA,1890,07/01/72,M ,Married,US Citizen,No,White,1/10/2011,12/12/2015,attendance,Terminated for Cause,Production       ,Janet King,2.0,Employee Referral,Fully Meets,4.78,4,0,2/15/2015,0,9
-"Torrence, Jack",10013,0,3,1,1,6,4,0,64397,0,3,Area Sales Manager,ND,58782,01/15/68,M ,Separated,US Citizen,No,White,1/9/2006,,N/A-StillEmployed,Active,Sales,Lynn Daneault,21.0,Indeed,Exceeds,4.1,3,0,1/4/2019,0,6
-"Kampew, Donysha",10244,0,0,0,5,6,3,0,68999,1,21,Sales Manager,PA,19444,11/11/89,F,Single,US Citizen,No,White,11/7/2011,4/24/2014,maternity leave - did not return,Voluntarily Terminated,Sales,Debra Houlihan,15.0,Google Search,Fully Meets,4.5,5,0,3/30/2013,0,2
-"Tejeda, Lenora ",10146,1,1,0,5,5,3,0,72202,1,20,Production Technician II,MA,2129,05/24/53,F,Married,US Citizen,No,White,5/16/2011,7/8/2017,Another position,Voluntarily Terminated,Production       ,Elijiah Gray,16.0,Google Search,Fully Meets,3.93,3,0,4/18/2017,0,3
-"Robinson, Elias",10020,0,4,1,1,5,4,0,63353,0,19,Production Technician I,MA,1730,01/28/85,M ,Widowed,US Citizen,No,White,7/8/2013,,N/A-StillEmployed,Active,Production       ,Brannon Miller,12.0,Employee Referral,Exceeds,3.6,5,0,2/11/2019,0,4
-"Ndzi, Colombui",10215,0,0,1,5,5,3,1,50470,1,19,Production Technician I,MA,2110,05/02/89,M ,Single,US Citizen,No,Black or African American,9/26/2011,4/4/2014,return to school,Voluntarily Terminated,Production       ,Webster Butler,39.0,Diversity Job Fair,Fully Meets,4.3,3,0,3/2/2013,0,19
-"Ndzi, Horia",10185,1,1,1,5,5,3,0,46664,1,19,Production Technician I,MA,2421,03/28/83,M ,Married,US Citizen,No,White,4/1/2013,5/25/2016,more money,Voluntarily Terminated,Production       ,Amy Dunn,11.0,Employee Referral,Fully Meets,3.18,3,0,3/6/2016,0,10
-"Johnson, George",10034,1,1,1,5,5,4,0,46837,1,19,Production Technician I,MA,2445,08/19/59,M ,Married,US Citizen,No,White,11/7/2011,4/29/2018,more money,Voluntarily Terminated,Production       ,Michael Albert,22.0,CareerBuilder,Exceeds,4.7,4,0,2/14/2018,0,9
-"Rivera, Haley  ",10011,1,1,0,1,5,4,0,46738,0,19,Production Technician I,MA,2171,01/12/73,F,Married,US Citizen,No,Asian,11/28/2011,,N/A-StillEmployed,Active,Production       ,Webster Butler,,Google Search,Exceeds,4.36,5,0,2/11/2019,0,16
-"Close, Phil",10269,1,1,1,5,5,3,0,59369,1,20,Production Technician II,MA,2169,11/25/78,M ,Married,US Citizen,No,White,8/30/2010,9/26/2011,career change,Voluntarily Terminated,Production       ,David Stanley,14.0,Indeed,Fully Meets,4.2,4,0,5/4/2011,0,6
-"Dickinson, Geoff ",10276,0,0,1,1,5,3,0,51259,0,19,Production Technician I,MA,2180,11/15/82,M ,Single,US Citizen,No,White,5/12/2014,,N/A-StillEmployed,Active,Production       ,Ketsia Liebig,19.0,Indeed,Fully Meets,4.3,4,0,2/19/2019,0,1
-"Soto, Julia ",10119,1,1,0,1,3,3,0,66593,0,14,IT Support,MA,2360,03/12/73,F,Married,US Citizen,No,Black or African American,6/10/2011,,N/A-StillEmployed,Active,IT/IS,Eric Dougall,6.0,LinkedIn,Fully Meets,4.3,3,5,2/8/2019,0,19
-"Liebig, Ketsia",10017,1,1,0,1,5,4,0,77915,0,18,Production Manager,MA,2110,10/26/81,F,Married,US Citizen,No,White,9/30/2013,,N/A-StillEmployed,Active,Production       ,Janet King,2.0,Website,Exceeds,4.1,3,0,1/21/2019,0,11
-"Lynch, Lindsay",10004,0,0,0,5,5,4,1,47434,1,19,Production Technician I,MA,1844,02/14/73,F,Single,US Citizen,Yes,Black or African American,11/7/2011,11/14/2015,Another position,Voluntarily Terminated,Production       ,Webster Butler,39.0,Diversity Job Fair,Exceeds,5.0,4,0,2/2/2015,0,17
-"Shepard, Anita ",10179,1,1,0,1,3,3,0,50750,0,15,Network Engineer,MA,1773,04/14/81,F,Married,US Citizen,No,White,9/30/2014,,N/A-StillEmployed,Active,IT/IS,Peter Monroe,7.0,LinkedIn,Fully Meets,3.31,3,6,1/7/2019,0,7
-"Punjabhi, Louis  ",10225,0,0,1,1,5,3,0,59472,0,19,Production Technician I,MA,2109,06/19/61,M ,Single,US Citizen,No,White,1/6/2014,,N/A-StillEmployed,Active,Production       ,Kelley Spirea,18.0,Employee Referral,Fully Meets,4.8,3,0,1/7/2019,0,14
-"Goeth, Amon",10228,1,1,1,1,3,3,0,74679,0,14,IT Support,MA,2135,11/24/89,M ,Married,US Citizen,Yes,White,3/30/2015,,N/A-StillEmployed,Active,IT/IS,Peter Monroe,7.0,LinkedIn,Fully Meets,4.3,5,7,1/10/2019,0,20
-"Barton, Nader",10066,0,2,1,5,5,3,0,52505,1,19,Production Technician I,MA,2747,07/15/77,M ,Divorced,US Citizen,No,White,9/24/2012,4/6/2017,Another position,Voluntarily Terminated,Production       ,Michael Albert,22.0,On-line Web application,Fully Meets,5.0,5,0,3/2/2017,0,1
-"Linares, Marilyn ",10186,1,1,0,5,5,3,0,52624,1,19,Production Technician I,MA,1886,03/26/81,F,Married,US Citizen,No,White,7/5/2011,9/26/2018,unhappy,Voluntarily Terminated,Production       ,Michael Albert,22.0,Indeed,Fully Meets,3.18,4,0,3/2/2018,0,16
-"Quinn, Sean",10131,1,1,1,5,1,3,1,83363,1,23,Software Engineer,MA,2045,11/06/84,M ,Married,Eligible NonCitizen,No,Black or African American,2/21/2011,8/15/2015,career change,Voluntarily Terminated,Software Engineering,Janet King,2.0,Diversity Job Fair,Fully Meets,4.15,4,0,4/19/2014,0,4
-"Martin, Sandra",10110,0,0,0,1,4,3,0,105688,0,24,Software Engineer,MA,2135,11/07/87,F,Single,US Citizen,No,Asian,11/11/2013,,N/A-StillEmployed,Active,Software Engineering,Alex Sweetwater,10.0,Google Search,Fully Meets,4.5,5,4,1/14/2019,0,14
-"Bates, Norman",10061,0,0,1,4,5,3,0,57834,1,19,Production Technician I,MA,2050,10/18/81,M ,Single,US Citizen,No,White,2/21/2011,8/4/2017,attendance,Terminated for Cause,Production       ,Kelley Spirea,18.0,Google Search,Fully Meets,5.0,4,0,4/5/2017,0,20
-"Owad, Clinton",10281,0,0,1,1,5,2,0,53060,0,19,Production Technician I,MA,1760,11/24/79,M ,Single,US Citizen,No,Black or African American,2/17/2014,,N/A-StillEmployed,Active,Production       ,Michael Albert,22.0,LinkedIn,Needs Improvement,4.25,3,0,2/4/2019,4,6
-"Sander, Kamrin",10169,1,1,0,1,5,3,0,56147,0,19,Production Technician I,MA,2154,07/10/88,F,Married,US Citizen,No,Black or African American,9/29/2014,,N/A-StillEmployed,Active,Production       ,Elijiah Gray,16.0,LinkedIn,Fully Meets,3.51,3,0,2/18/2019,0,2
-"Bunbury, Jessica",10188,1,1,0,5,6,3,0,74326,1,3,Area Sales Manager,VA,21851,06/01/64,F,Married,Eligible NonCitizen,No,Black or African American,8/15/2011,8/2/2014,Another position,Voluntarily Terminated,Sales,John Smith,17.0,Google Search,Fully Meets,3.14,5,0,2/10/2013,1,19
-"Heitzman, Anthony",10129,0,0,1,1,5,3,0,46998,0,19,Production Technician I,MA,2149,01/04/84,M ,Single,US Citizen,No,White,8/13/2012,,N/A-StillEmployed,Active,Production       ,Ketsia Liebig,19.0,Google Search,Fully Meets,4.17,4,0,2/11/2019,0,1
-"Tredinnick, Neville ",10044,1,1,1,5,3,3,0,75281,1,15,Network Engineer,MA,1420,05/05/88,M ,Married,US Citizen,No,White,1/5/2015,2/12/2016,medical issues,Voluntarily Terminated,IT/IS,Peter Monroe,7.0,CareerBuilder,Fully Meets,5.0,3,5,4/15/2015,0,11
-"Rarrick, Quinn",10152,0,2,1,5,5,3,0,61729,1,19,Production Technician I,MA,2478,12/31/84,M ,Divorced,US Citizen,No,White,9/26/2011,4/7/2018,more money,Voluntarily Terminated,Production       ,Michael Albert,22.0,Indeed,Fully Meets,3.8,5,0,2/4/2018,0,19
-"Harrington, Christie ",10097,0,0,0,5,5,3,0,52177,1,19,Production Technician I,MA,2324,08/18/52,F,Single,US Citizen,No,White,1/9/2012,12/15/2015,retiring,Voluntarily Terminated,Production       ,Webster Butler,39.0,CareerBuilder,Fully Meets,4.64,4,0,5/2/2015,0,8
-"Costello, Frank",10193,1,1,1,1,3,3,0,83552,0,9,Data Analyst,MA,1810,08/26/86,M ,Married,US Citizen,No,White,3/30/2015,,N/A-StillEmployed,Active,IT/IS,Simon Roup,4.0,Indeed,Fully Meets,3.04,3,6,1/22/2019,0,2
-"LaRotonda, William  ",10038,0,2,1,1,1,3,0,64520,0,1,Accountant I,MA,1460,04/26/84,M ,Divorced,US Citizen,No,Black or African American,1/6/2014,,N/A-StillEmployed,Active,Admin Offices,Brandon R. LeBlanc,1.0,Website,Fully Meets,5.0,4,4,1/17/2019,0,3
-"Vega, Vincent",10144,0,2,1,1,5,3,0,88976,0,17,Production Manager,MA,2169,10/10/68,M ,Divorced,US Citizen,No,White,8/1/2011,,N/A-StillEmployed,Active,Production       ,Janet King,2.0,Employee Referral,Fully Meets,3.93,3,0,2/27/2019,0,19
-"Wang, Charlie",10172,0,0,1,1,3,3,0,84903,0,22,Senior BI Developer,MA,1887,07/08/81,M ,Single,US Citizen,No,Asian,2/15/2017,,N/A-StillEmployed,Active,IT/IS,Brian Champaigne,13.0,Indeed,Fully Meets,3.42,4,7,1/4/2019,0,17
-"Robertson, Peter",10224,1,1,1,5,5,3,0,55578,1,20,Production Technician II,MA,2138,07/03/72,M ,Married,US Citizen,No,White,7/5/2011,2/8/2012,Another position,Voluntarily Terminated,Production       ,Kissy Sullivan,20.0,Indeed,Fully Meets,4.2,5,0,1/6/2012,0,13
-"Shields, Seffi",10091,1,1,0,1,5,3,0,52087,0,19,Production Technician I,MA,2149,08/24/85,F,Married,US Citizen,No,White,8/19/2013,,N/A-StillEmployed,Active,Production       ,Amy Dunn,11.0,LinkedIn,Fully Meets,4.81,4,0,2/15/2019,0,15
-"Roup,Simon",10198,0,0,1,1,3,3,0,140920,0,13,IT Manager - DB,MA,2481,04/05/73,M ,Single,US Citizen,No,White,1/20/2013,,N/A-StillEmployed,Active,IT/IS,Jennifer Zamora,5.0,Indeed,Fully Meets,3.6,5,7,2/18/2019,0,13
-"Stansfield, Norman",10307,1,1,1,1,6,1,0,58273,0,3,Area Sales Manager,NV,89139,05/09/74,M ,Married,US Citizen,No,White,5/12/2014,,N/A-StillEmployed,Active,Sales,Lynn Daneault,21.0,Website,PIP,1.81,2,0,1/17/2019,3,5
-"Potts, Xana",10124,1,1,0,1,6,3,0,61844,0,3,Area Sales Manager,KY,40220,08/29/88,F,Married,US Citizen,No,Black or African American,1/9/2012,,N/A-StillEmployed,Active,Sales,Lynn Daneault,21.0,Website,Fully Meets,4.2,5,0,2/1/2019,0,9
-"Zhou, Julia",10043,0,0,0,1,3,3,0,89292,0,9,Data Analyst,MA,2148,02/24/79,F,Single,US Citizen,No,White,3/30/2015,,N/A-StillEmployed,Active,IT/IS,Simon Roup,4.0,Employee Referral,Fully Meets,5.0,3,5,2/1/2019,0,11
-"Saar-Beckles, Melinda",10295,0,0,0,2,5,2,1,47750,0,19,Production Technician I,MA,1801,06/06/68,F,Single,US Citizen,No,Black or African American,7/4/2016,,N/A-StillEmployed,Active,Production       ,Kelley Spirea,18.0,Diversity Job Fair,Needs Improvement,2.6,4,0,2/18/2019,5,4
-"Johnston, Yen",10036,0,0,0,1,5,4,0,63322,0,20,Production Technician II,MA,2128,09/08/69,F,Single,US Citizen,No,White,7/7/2014,,N/A-StillEmployed,Active,Production       ,Brannon Miller,12.0,LinkedIn,Exceeds,4.3,3,0,1/11/2019,0,1
-"Gray, Elijiah  ",10098,0,2,1,1,5,3,0,62957,0,18,Production Manager,MA,1752,07/11/81,M ,Divorced,US Citizen,No,White,6/2/2015,,N/A-StillEmployed,Active,Production       ,Janet King,2.0,Employee Referral,Fully Meets,4.63,3,0,1/4/2019,0,2
-"Gilles, Alex",10283,1,1,1,5,5,2,1,54933,1,19,Production Technician I,MA,2062,08/09/74,M ,Married,US Citizen,No,Black or African American,4/2/2012,6/25/2015,military,Voluntarily Terminated,Production       ,Webster Butler,39.0,Diversity Job Fair,Needs Improvement,3.97,4,0,1/20/2015,3,15
-"Carabbio, Judith",10085,0,0,0,1,4,3,0,93396,0,24,Software Engineer,MA,2132,04/05/87,F,Single,US Citizen,No,White,11/11/2013,,N/A-StillEmployed,Active,Software Engineering,Alex Sweetwater,10.0,Indeed,Fully Meets,4.96,4,6,1/30/2019,0,3
-"Johnson, Noelle ",10156,1,1,0,3,3,3,0,105700,0,8,Database Administrator,MA,2301,11/07/86,F,Married,US Citizen,No,Asian,1/5/2015,,N/A-StillEmployed,Active,IT/IS,Simon Roup,4.0,Indeed,Fully Meets,3.75,3,5,2/11/2019,0,2
-"Gosciminski, Phylicia  ",10218,0,3,0,3,5,3,0,66149,0,20,Production Technician II,MA,1824,12/08/83,F,Separated,US Citizen,No,American Indian or Alaska Native,9/30/2013,,N/A-StillEmployed,Active,Production       ,Kissy Sullivan,20.0,Google Search,Fully Meets,4.4,5,0,2/21/2019,0,1
-"Bacong, Alejandro ",10250,0,2,1,1,3,3,0,50178,0,14,IT Support,MA,1886,01/07/88,M ,Divorced,US Citizen,No,White,1/5/2015,,N/A-StillEmployed,Active,IT/IS,Peter Monroe,7.0,Indeed,Fully Meets,5.0,5,6,2/18/2019,0,16
-"Stanford,Barbara  M",10278,0,2,0,1,5,3,0,47961,0,19,Production Technician I,MA,2050,08/25/82,F,Divorced,US Citizen,No,Two or more races,1/10/2011,,N/A-StillEmployed,Active,Production       ,Kissy Sullivan,20.0,Google Search,Fully Meets,4.1,4,0,2/7/2019,0,9
-"Dee, Randy",10311,1,1,1,1,6,1,0,56991,0,19,Production Technician I,MA,2138,04/15/88,M ,Married,US Citizen,No,White,7/9/2018,,N/A-StillEmployed,Active,Production       ,Brannon Miller,12.0,Indeed,Fully Meets,4.3,4,3,1/31/2019,2,2
-"Cole, Spencer",10292,0,0,1,4,5,2,0,59144,1,19,Production Technician I,MA,1880,08/12/79,M ,Single,US Citizen,No,Black or African American,7/11/2011,9/23/2016,performance,Terminated for Cause,Production       ,Kissy Sullivan,20.0,LinkedIn,Needs Improvement,2.0,3,0,5/1/2016,5,16
-"Ivey, Rose ",10139,0,0,0,1,5,3,0,51908,0,19,Production Technician I,MA,1775,01/28/91,F,Single,US Citizen,No,White,8/19/2013,,N/A-StillEmployed,Active,Production       ,Brannon Miller,12.0,Indeed,Fully Meets,3.99,3,0,1/14/2019,0,14
-"Daniele, Ann  ",10212,1,1,0,3,3,3,0,85028,0,28,Sr. Network Engineer,CT,6033,01/18/52,F,Married,US Citizen,No,White,11/10/2014,,N/A-StillEmployed,Active,IT/IS,Peter Monroe,7.0,LinkedIn,Fully Meets,3.1,5,8,2/12/2019,0,19
-"Dobrin, Denisa  S",10207,0,0,0,1,5,3,0,46335,0,19,Production Technician I,MA,2125,10/07/86,F,Single,US Citizen,Yes,White,4/2/2012,,N/A-StillEmployed,Active,Production       ,David Stanley,14.0,CareerBuilder,Fully Meets,3.4,5,0,2/19/2019,0,15
-"Adinolfi, Wilson  K",10026,0,0,1,1,5,4,0,62506,0,19,Production Technician I,MA,1960,07/10/83,M ,Single,US Citizen,No,White,7/5/2011,,N/A-StillEmployed,Active,Production       ,Michael Albert,22.0,LinkedIn,Exceeds,4.6,5,0,1/17/2019,0,1
-"Kreuger, Freddy",10165,0,0,1,1,6,3,1,71339,0,3,Area Sales Manager,NY,10171,02/24/69,M ,Single,US Citizen,Yes,Black or African American,3/7/2011,,N/A-StillEmployed,Active,Sales,John Smith,17.0,Diversity Job Fair,Fully Meets,3.65,5,0,1/17/2019,0,20
-"Wilkes, Annie",10204,0,2,0,5,5,3,0,58062,1,19,Production Technician I,MA,1876,07/30/83,F,Divorced,US Citizen,No,White,1/10/2011,5/14/2012,Another position,Voluntarily Terminated,Production       ,Ketsia Liebig,19.0,Google Search,Fully Meets,3.6,5,0,2/6/2011,0,9
-"Rose, Ashley  ",10054,0,3,0,1,5,3,0,60627,0,19,Production Technician I,MA,1886,12/05/74,F,Separated,US Citizen,No,White,1/6/2014,,N/A-StillEmployed,Active,Production       ,David Stanley,14.0,Website,Fully Meets,5.0,4,0,1/31/2019,0,8
-"Ait Sidi, Karthikeyan   ",10084,1,1,1,5,3,3,0,104437,1,27,Sr. DBA,MA,2148,05/05/75,M ,Married,US Citizen,No,White,3/30/2015,6/16/2016,career change,Voluntarily Terminated,IT/IS,Simon Roup,4.0,Indeed,Fully Meets,4.96,3,6,2/24/2016,0,17
-"Foreman, Tanya",10163,1,1,0,5,5,3,0,55965,1,20,Production Technician II,MA,2170,11/08/83,F,Married,US Citizen,No,White,4/4/2011,1/9/2013,career change,Voluntarily Terminated,Production       ,Ketsia Liebig,19.0,Google Search,Fully Meets,3.66,3,0,1/7/2012,0,6
-"Girifalco, Evelyn",10018,0,0,0,1,5,4,0,57815,0,19,Production Technician I,MA,2451,05/08/80,F,Single,US Citizen,Yes,Two or more races,9/29/2014,,N/A-StillEmployed,Active,Production       ,Amy Dunn,11.0,Indeed,Exceeds,3.9,4,0,2/7/2019,0,3
-"Corleone, Michael",10282,0,2,1,1,5,2,0,68051,0,18,Production Manager,MA,1803,12/17/75,M ,Divorced,US Citizen,No,White,7/20/2010,,N/A-StillEmployed,Active,Production       ,Janet King,2.0,CareerBuilder,Needs Improvement,4.13,2,0,1/14/2019,3,3
-"Gold, Shenice  ",10243,0,0,0,1,5,3,0,53018,0,19,Production Technician I,MA,2451,06/18/92,F,Single,US Citizen,Yes,White,11/11/2013,,N/A-StillEmployed,Active,Production       ,Ketsia Liebig,19.0,Indeed,Fully Meets,4.3,5,0,2/18/2019,0,7
-"Mancuso, Karen",10073,1,1,0,5,5,3,0,68407,1,20,Production Technician II,MA,2176,12/10/86,F,Married,US Citizen,No,Two or more races,7/5/2011,8/19/2012,Another position,Voluntarily Terminated,Production       ,Amy Dunn,11.0,LinkedIn,Fully Meets,5.0,4,0,7/2/2012,0,16
-"Roberson, May",10230,0,2,0,5,5,3,0,64971,1,20,Production Technician II,MA,1902,09/05/81,F,Divorced,Eligible NonCitizen,No,Black or African American,9/26/2011,10/22/2011,return to school,Voluntarily Terminated,Production       ,David Stanley,14.0,Google Search,Fully Meets,4.5,4,0,10/22/2011,0,10
-"Engdahl, Jean",10247,0,0,1,1,5,3,0,48888,0,19,Production Technician I,MA,2026,05/31/74,M ,Single,US Citizen,No,White,11/10/2014,,N/A-StillEmployed,Active,Production       ,Kelley Spirea,18.0,LinkedIn,Fully Meets,4.7,5,0,2/13/2019,0,8
-"Brown, Mia",10238,1,1,0,1,1,3,1,63000,0,1,Accountant I,MA,1450,11/24/87,F,Married,US Citizen,No,Black or African American,10/27/2008,,N/A-StillEmployed,Active,Admin Offices,Brandon R. LeBlanc,1.0,Diversity Job Fair,Fully Meets,4.5,2,6,1/15/2019,0,14
-"Warfield, Sarah",10127,0,4,0,1,3,3,0,107226,0,28,Sr. Network Engineer,MA,2453,05/02/78,F,Widowed,US Citizen,No,Asian,3/30/2015,,N/A-StillEmployed,Active,IT/IS,Peter Monroe,7.0,Employee Referral,Fully Meets,4.2,4,8,2/5/2019,0,7
-"Moumanil, Maliki ",10120,0,3,1,1,5,3,0,74417,0,20,Production Technician II,MA,1460,12/01/74,M ,Separated,US Citizen,No,Black or African American,5/13/2013,,N/A-StillEmployed,Active,Production       ,Michael Albert,22.0,LinkedIn,Fully Meets,4.29,5,0,1/28/2019,0,11
-"Jacobi, Hannah  ",10236,0,2,0,1,5,3,0,45069,0,19,Production Technician I,MA,1778,03/22/66,F,Divorced,US Citizen,No,White,9/30/2013,,N/A-StillEmployed,Active,Production       ,Kissy Sullivan,20.0,Employee Referral,Fully Meets,4.3,5,0,2/22/2019,0,7
-"Peterson, Ebonee  ",10130,1,1,0,5,5,3,0,74669,1,18,Production Manager,MA,2030,05/09/77,F,Married,US Citizen,No,White,10/25/2010,5/18/2016,Another position,Voluntarily Terminated,Production       ,Janet King,2.0,Indeed,Fully Meets,4.16,5,0,3/5/2015,0,6
-"Fitzpatrick, Michael  J",10093,0,0,1,5,5,3,0,72609,1,20,Production Technician II,MA,2143,10/01/81,M ,Single,US Citizen,Yes,White,5/16/2011,6/24/2013,hours,Voluntarily Terminated,Production       ,Amy Dunn,11.0,Google Search,Fully Meets,4.76,5,0,4/5/2013,0,20
-"Medeiros, Jennifer",10068,0,0,0,1,5,3,0,55688,0,19,Production Technician I,MA,2346,09/22/76,F,Single,US Citizen,No,White,3/30/2015,,N/A-StillEmployed,Active,Production       ,Michael Albert,22.0,CareerBuilder,Fully Meets,5.0,4,0,1/21/2019,0,10
-"Linden, Mathew",10137,1,1,1,3,5,3,0,63450,0,20,Production Technician II,MA,1770,03/19/79,M ,Married,US Citizen,No,White,7/8/2013,,N/A-StillEmployed,Active,Production       ,Kelley Spirea,18.0,LinkedIn,Fully Meets,4.0,3,0,2/18/2019,0,7
-"Wallace, Courtney  E",10274,1,1,0,5,5,3,1,80512,1,18,Production Manager,MA,2478,11/14/55,F,Married,US Citizen,No,Black or African American,9/26/2011,1/2/2012,Another position,Voluntarily Terminated,Production       ,Janet King,2.0,Diversity Job Fair,Fully Meets,4.5,3,0,1/2/2012,0,5
-"Galia, Lisa",10273,0,0,0,1,3,3,0,65707,0,14,IT Support,CT,6040,07/06/68,F,Single,US Citizen,No,White,5/1/2010,,N/A-StillEmployed,Active,IT/IS,Eric Dougall,6.0,LinkedIn,Fully Meets,4.7,4,5,2/1/2019,0,1
-"Pearson, Randall",10259,1,1,1,5,3,3,0,93093,1,9,Data Analyst,MA,2747,09/05/84,M ,Married,US Citizen,No,White,12/1/2014,5/1/2016,performance,Voluntarily Terminated,IT/IS,Simon Roup,4.0,Employee Referral,Fully Meets,4.7,4,5,1/16/2016,0,19
-"Chan, Lin",10210,0,0,0,1,5,3,0,54237,0,19,Production Technician I,MA,2170,02/12/79,F,Single,US Citizen,No,White,5/12/2014,,N/A-StillEmployed,Active,Production       ,Elijiah Gray,16.0,Indeed,Fully Meets,3.3,4,0,2/19/2019,0,11
-"Gonzalez, Cayo",10031,0,2,1,1,5,4,1,59892,0,19,Production Technician I,MA,2108,09/29/69,M ,Divorced,US Citizen,No,Black or African American,7/11/2011,,N/A-StillEmployed,Active,Production       ,Brannon Miller,12.0,Diversity Job Fair,Exceeds,4.5,4,0,2/18/2019,0,1
-"Becker, Scott",10277,0,0,1,3,5,3,0,53250,0,19,Production Technician I,MA,2452,04/06/79,M ,Single,US Citizen,No,Asian,7/8/2013,,N/A-StillEmployed,Active,Production       ,Webster Butler,,LinkedIn,Fully Meets,4.2,4,0,1/11/2019,0,13
-"Jackson, Maryellen",10227,0,0,0,1,5,3,0,61242,0,19,Production Technician I,MA,2081,09/11/72,F,Single,US Citizen,No,Black or African American,11/5/2012,,N/A-StillEmployed,Active,Production       ,David Stanley,14.0,LinkedIn,Fully Meets,4.1,3,0,1/17/2019,0,7
-"Navathe, Kurt",10079,0,0,1,1,3,3,0,87921,0,22,Senior BI Developer,MA,2056,04/25/70,M ,Single,US Citizen,No,Asian,2/10/2017,,N/A-StillEmployed,Active,IT/IS,Brian Champaigne,13.0,Indeed,Fully Meets,5.0,3,6,2/25/2019,0,17
-"Buccheri, Joseph  ",10184,0,0,1,1,5,3,0,65288,0,20,Production Technician II,MA,1013,07/28/83,M ,Single,US Citizen,No,White,9/29/2014,,N/A-StillEmployed,Active,Production       ,Webster Butler,,Google Search,Fully Meets,3.19,3,0,2/1/2019,0,9
-"Pelletier, Ermine",10297,1,1,0,5,5,2,0,60270,1,20,Production Technician II,MA,2472,07/18/89,F,Married,US Citizen,No,Asian,7/5/2011,9/15/2015,unhappy,Voluntarily Terminated,Production       ,Amy Dunn,11.0,CareerBuilder,Needs Improvement,2.4,5,0,2/6/2015,5,2
-"Sullivan, Kissy ",10158,1,1,0,1,5,3,0,63682,0,18,Production Manager,MA,1776,03/28/78,F,Married,US Citizen,No,Black or African American,1/8/2009,,N/A-StillEmployed,Active,Production       ,Janet King,2.0,Indeed,Fully Meets,3.73,4,0,1/24/2019,0,12
-"Billis, Helen",10003,1,1,0,1,5,4,0,62910,0,19,Production Technician I,MA,2031,09/01/89,F,Married,US Citizen,No,White,7/7/2014,,N/A-StillEmployed,Active,Production       ,Brannon Miller,12.0,Indeed,Exceeds,5.0,3,0,2/27/2019,0,19
-"Cady, Max ",10150,0,0,1,1,4,3,0,77692,0,25,Software Engineering Manager,MA,2184,11/22/66,M ,Single,US Citizen,No,White,8/15/2011,,N/A-StillEmployed,Active,Software Engineering,Jennifer Zamora,5.0,Google Search,Fully Meets,3.84,3,5,1/21/2019,0,4
-"Maurice, Shana",10053,1,1,0,1,5,3,0,54132,0,19,Production Technician I,MA,2330,11/22/77,F,Married,US Citizen,No,White,5/31/2011,,N/A-StillEmployed,Active,Production       ,David Stanley,14.0,Indeed,Fully Meets,5.0,4,0,1/10/2019,0,8
-"Forrest, Alex",10305,1,1,1,1,6,3,0,70187,1,3,Area Sales Manager,MA,2330,07/07/75,M ,Married,US Citizen,No,White,9/29/2014,8/19/2018,Fatal attraction,Terminated for Cause,Sales,Lynn Daneault,21.0,Employee Referral,PIP,2.0,5,0,1/28/2019,4,7
-"Eaton, Marianne",10064,1,1,0,5,5,3,0,60070,1,19,Production Technician I,MA,2343,09/05/91,F,Married,US Citizen,No,White,4/4/2011,6/6/2017,military,Voluntarily Terminated,Production       ,Kissy Sullivan,20.0,Google Search,Fully Meets,5.0,3,0,4/9/2017,0,7
-"Tannen, Biff",10173,1,1,1,1,3,3,0,90100,0,4,BI Developer,MA,2134,10/24/87,M ,Married,US Citizen,No,White,4/20/2017,,N/A-StillEmployed,Active,IT/IS,Brian Champaigne,13.0,Indeed,Fully Meets,3.4,3,6,1/2/2019,0,14
-"Volk, Colleen",10022,1,1,0,4,5,4,0,49773,1,19,Production Technician I,MA,2747,06/03/86,F,Married,US Citizen,No,White,9/26/2011,2/8/2016,gross misconduct,Terminated for Cause,Production       ,Kelley Spirea,18.0,Google Search,Exceeds,4.3,5,0,2/1/2015,0,18
-"Chace, Beatrice ",10067,0,0,0,1,5,3,0,61656,0,19,Production Technician I,MA,2763,01/02/51,F,Single,US Citizen,No,White,9/29/2014,,N/A-StillEmployed,Active,Production       ,Michael Albert,22.0,Google Search,Fully Meets,5.0,4,0,2/12/2019,0,11
-"Lecter, Hannibal",10251,1,1,1,1,5,3,0,64738,0,19,Production Technician I,MA,1776,09/02/82,M ,Married,US Citizen,No,Asian,5/14/2012,,N/A-StillEmployed,Active,Production       ,Elijiah Gray,16.0,Google Search,Fully Meets,4.1,3,0,2/22/2019,0,10
-"Strong, Caitrin",10241,1,1,0,1,6,3,0,60120,0,3,Area Sales Manager,MT,59102,05/12/89,F,Married,US Citizen,No,Black or African American,9/27/2010,,N/A-StillEmployed,Active,Sales,John Smith,17.0,Indeed,Fully Meets,4.1,4,0,1/31/2019,0,18
-"Dunn, Amy  ",10105,0,0,0,1,5,3,0,75188,0,18,Production Manager,MA,1731,11/28/73,F,Single,US Citizen,No,White,9/18/2014,,N/A-StillEmployed,Active,Production       ,Janet King,2.0,Google Search,Fully Meets,4.52,4,0,1/15/2019,0,4
-"Zima, Colleen",10271,0,4,0,1,5,3,0,45046,0,19,Production Technician I,MA,1730,08/17/78,F,Widowed,US Citizen,No,Asian,9/29/2014,,N/A-StillEmployed,Active,Production       ,David Stanley,14.0,LinkedIn,Fully Meets,4.5,5,0,1/30/2019,0,2
-"Ozark, Travis",10041,0,0,1,1,6,3,0,68829,0,3,Area Sales Manager,NC,27229,05/19/82,M ,Single,US Citizen,No,White,1/5/2015,,N/A-StillEmployed,Active,Sales,John Smith,17.0,Website,Fully Meets,5.0,5,0,1/14/2019,0,18
-"Woodson, Jason",10135,0,0,1,1,5,3,0,65893,0,20,Production Technician II,MA,1810,05/11/85,M ,Single,US Citizen,No,White,7/7/2014,,N/A-StillEmployed,Active,Production       ,Kissy Sullivan,20.0,LinkedIn,Fully Meets,4.07,4,0,2/28/2019,0,13
-"Cierpiszewski, Caroline  ",10168,0,0,0,1,5,3,0,64816,0,19,Production Technician I,MA,2044,05/31/88,F,Single,Non-Citizen,No,Black or African American,10/3/2011,,N/A-StillEmployed,Active,Production       ,Ketsia Liebig,19.0,Indeed,Fully Meets,3.58,5,0,1/30/2019,0,3
-"Simard, Kramer",10178,1,1,1,1,3,3,0,87826,0,9,Data Analyst,MA,2110,02/08/70,M ,Married,US Citizen,Yes,White,1/5/2015,,N/A-StillEmployed,Active,IT/IS,Simon Roup,4.0,Employee Referral,Fully Meets,3.32,3,7,1/14/2019,0,16
-"Meads, Elizabeth",10128,0,0,0,5,5,3,1,62659,1,19,Production Technician I,MA,1760,05/30/68,F,Single,US Citizen,No,Black or African American,4/2/2012,11/11/2016,Another position,Voluntarily Terminated,Production       ,Kelley Spirea,18.0,Diversity Job Fair,Fully Meets,4.18,4,0,2/5/2016,0,17
-"Williams, Jacquelyn  ",10264,0,0,0,5,5,3,1,59728,1,19,Production Technician I,MA,2109,10/02/69,F,Single,US Citizen,Yes,Black or African American,1/9/2012,6/27/2015,relocation out of area,Voluntarily Terminated,Production       ,Ketsia Liebig,19.0,Diversity Job Fair,Fully Meets,4.3,4,0,6/2/2014,0,16
-"DeVito, Tommy",10197,0,0,1,1,3,3,0,96820,0,4,BI Developer,MA,2045,09/04/83,M ,Single,US Citizen,No,White,2/15/2017,,N/A-StillEmployed,Active,IT/IS,Brian Champaigne,13.0,Indeed,Fully Meets,3.01,5,7,1/23/2019,0,15
-"Miller, Brannon",10116,0,0,1,1,5,3,0,83667,0,18,Production Manager,MA,2045,08/10/81,M ,Single,US Citizen,yes,Hispanic,8/16/2012,,N/A-StillEmployed,Active,Production       ,Janet King,2.0,Indeed,Fully Meets,4.37,3,0,1/14/2019,0,2
-"Petingill, Shana  ",10217,1,1,0,1,5,3,0,74226,0,20,Production Technician II,MA,2050,03/10/79,F,Married,Eligible NonCitizen,No,Asian,4/2/2012,,N/A-StillEmployed,Active,Production       ,Brannon Miller,12.0,LinkedIn,Fully Meets,4.3,3,0,1/14/2019,0,14
-"Dougall, Eric",10028,0,0,1,1,3,4,0,138888,0,13,IT Manager - Support,MA,1886,07/09/70,M ,Single,US Citizen,No,Black or African American,1/5/2014,,N/A-StillEmployed,Active,IT/IS,Jennifer Zamora,5.0,Indeed,Exceeds,4.3,5,5,1/4/2019,0,4
-"Hudson, Jane",10248,0,0,0,1,5,3,0,55425,0,19,Production Technician I,MA,2176,06/10/86,F,Single,US Citizen,No,White,2/20/2012,,N/A-StillEmployed,Active,Production       ,Ketsia Liebig,19.0,LinkedIn,Fully Meets,4.8,4,0,1/7/2019,0,4
-"Gruber, Hans",10234,1,1,1,1,3,3,0,99020,0,4,BI Developer,MA,2134,06/30/89,M ,Married,US Citizen,No,Black or African American,4/20/2017,,N/A-StillEmployed,Active,IT/IS,Brian Champaigne,13.0,Indeed,Fully Meets,4.2,5,5,1/28/2019,0,8
-"Miller, Ned",10298,0,0,1,5,5,1,0,55800,1,20,Production Technician II,MA,2472,06/29/85,M ,Single,US Citizen,No,White,8/15/2011,9/4/2014,unhappy,Voluntarily Terminated,Production       ,Brannon Miller,12.0,LinkedIn,PIP,3.0,2,0,1/14/2013,6,6
-"O'hare, Lynn",10303,0,0,0,4,5,1,0,52674,1,19,Production Technician I,MA,2152,09/30/80,F,Single,US Citizen,No,Two or more races,3/31/2014,5/1/2018,performance,Terminated for Cause,Production       ,Kissy Sullivan,20.0,LinkedIn,PIP,2.33,2,0,3/9/2018,6,3
-"Carter, Michelle ",10040,0,0,0,1,6,3,0,71860,0,3,Area Sales Manager,VT,5664,05/15/63,F,Single,US Citizen,No,White,8/18/2014,,N/A-StillEmployed,Active,Sales,John Smith,17.0,Indeed,Fully Meets,5.0,5,0,1/21/2019,0,7
-"Brill, Donna",10177,1,1,0,5,5,3,0,53492,1,19,Production Technician I,MA,1701,08/24/90,F,Married,US Citizen,No,White,4/2/2012,6/15/2013,Another position,Voluntarily Terminated,Production       ,David Stanley,14.0,Google Search,Fully Meets,3.35,4,0,3/4/2013,0,6
-"Carthy, B'rigit",10076,0,0,0,1,5,3,0,55315,0,20,Production Technician II,MA,2149,05/21/87,F,Single,US Citizen,No,Black or African American,3/30/2015,,N/A-StillEmployed,Active,Production       ,Ketsia Liebig,19.0,LinkedIn,Fully Meets,5.0,5,0,2/7/2019,0,16
-"Homberger, Adrienne  J",10195,1,1,0,5,5,3,0,63478,1,20,Production Technician II,MA,2445,02/16/84,F,Married,Non-Citizen,No,White,8/15/2011,4/7/2012,relocation out of area,Voluntarily Terminated,Production       ,Michael Albert,30.0,Indeed,Fully Meets,3.03,5,0,3/5/2012,0,16
-"Sewkumar, Nori",10071,0,0,0,3,5,3,0,50923,0,19,Production Technician I,MA,2191,03/10/75,F,Single,US Citizen,No,Asian,9/30/2013,,N/A-StillEmployed,Active,Production       ,Webster Butler,,Google Search,Fully Meets,5.0,5,0,2/6/2019,0,14
-"Gerke, Melisa",10122,0,2,0,5,5,3,1,51505,1,19,Production Technician I,MA,2330,05/15/70,F,Divorced,US Citizen,No,Black or African American,11/7/2011,11/15/2016,hours,Voluntarily Terminated,Production       ,Elijiah Gray,16.0,Diversity Job Fair,Fully Meets,4.24,4,0,4/29/2016,0,2
-"Mahoney, Lauren  ",10219,0,0,0,1,5,3,0,45395,0,19,Production Technician I,MA,2189,07/07/86,F,Single,US Citizen,No,White,1/6/2014,,N/A-StillEmployed,Active,Production       ,Ketsia Liebig,19.0,LinkedIn,Fully Meets,4.6,4,0,2/26/2019,0,14
-"Hankard, Earnest",10074,0,0,1,1,5,3,0,64246,0,20,Production Technician II,MA,2155,08/10/88,M ,Single,US Citizen,Yes,White,11/11/2013,,N/A-StillEmployed,Active,Production       ,Kelley Spirea,18.0,LinkedIn,Fully Meets,5.0,3,0,1/8/2019,0,20
-"Chang, Donovan  E",10154,0,0,1,1,5,3,0,60380,0,19,Production Technician I,MA,1845,08/24/83,M ,Single,US Citizen,No,White,7/8/2013,,N/A-StillEmployed,Active,Production       ,Webster Butler,,LinkedIn,Fully Meets,3.8,5,0,1/14/2019,0,4
-"Houlihan, Debra",10272,1,1,0,1,6,3,0,180000,0,11,Director of Sales,RI,2908,03/17/66,F,Married,US Citizen,No,White,5/5/2014,,N/A-StillEmployed,Active,Sales,Janet King,2.0,LinkedIn,Fully Meets,4.5,4,0,1/21/2019,0,19
-"Blount, Dianna",10294,0,0,0,1,5,2,0,66441,0,20,Production Technician II,MA,2171,09/21/90,F,Single,US Citizen,No,White,4/4/2011,,N/A-StillEmployed,Active,Production       ,Michael Albert,22.0,CareerBuilder,Needs Improvement,2.0,3,0,2/27/2019,2,3
-"Knapp, Bradley  J",10208,0,0,1,1,5,3,0,46654,0,19,Production Technician I,MA,1721,11/10/77,M ,Single,US Citizen,No,Black or African American,2/17/2014,,N/A-StillEmployed,Active,Production       ,Ketsia Liebig,19.0,LinkedIn,Fully Meets,3.1,3,0,2/6/2019,0,3
-"Gentry, Mildred",10159,1,1,0,1,5,3,0,51337,0,19,Production Technician I,MA,2145,10/01/90,F,Married,US Citizen,No,Black or African American,3/30/2015,,N/A-StillEmployed,Active,Production       ,Michael Albert,22.0,LinkedIn,Fully Meets,3.73,3,0,1/16/2019,0,19
-"MacLennan, Samuel",10191,0,4,1,5,5,3,0,52788,1,19,Production Technician I,MA,1938,11/09/72,M ,Widowed,US Citizen,No,White,9/24/2012,9/26/2017,hours,Voluntarily Terminated,Production       ,Amy Dunn,11.0,Indeed,Fully Meets,3.08,4,0,4/1/2017,0,18
-"Kretschmer, John",10176,1,1,1,1,5,3,0,63973,0,19,Production Technician I,MA,1801,02/02/80,M ,Married,US Citizen,No,Asian,1/10/2011,,N/A-StillEmployed,Active,Production       ,Brannon Miller,12.0,Indeed,Fully Meets,3.38,3,0,1/21/2019,0,17
-"Patronick, Lucas",10005,0,0,1,5,4,4,1,108987,1,24,Software Engineer,MA,1844,02/20/79,M ,Single,US Citizen,No,Black or African American,11/7/2011,9/7/2015,Another position,Voluntarily Terminated,Software Engineering,Alex Sweetwater,10.0,Diversity Job Fair,Exceeds,5.0,5,3,8/16/2015,0,13
-"Sutwell, Barbara",10209,0,0,0,1,5,3,0,59238,0,19,Production Technician I,MA,2718,08/15/68,F,Single,Eligible NonCitizen,No,Asian,5/14/2012,,N/A-StillEmployed,Active,Production       ,Elijiah Gray,16.0,Indeed,Fully Meets,3.4,5,0,1/31/2019,0,13
-"Candie, Calvin",10001,0,0,1,1,5,4,0,72640,0,18,Production Manager,MA,2169,08/09/83,M ,Single,US Citizen,No,White,1/28/2016,,N/A-StillEmployed,Active,Production       ,Janet King,2.0,Indeed,Exceeds,5.0,3,0,2/22/2019,0,14
-"Smith, Joe",10027,0,0,1,1,5,4,0,60656,0,20,Production Technician II,MA,2045,10/30/63,M ,Single,US Citizen,No,White,9/29/2014,,N/A-StillEmployed,Active,Production       ,Elijiah Gray,16.0,Indeed,Exceeds,4.3,3,0,1/28/2019,0,4
-"Winthrop, Jordan  ",10033,0,0,1,5,5,4,0,70507,1,20,Production Technician II,MA,2045,11/07/58,M ,Single,US Citizen,No,White,1/7/2013,2/21/2016,retiring,Voluntarily Terminated,Production       ,Brannon Miller,12.0,LinkedIn,Exceeds,5.0,3,0,1/19/2016,0,7
-"Harrison, Kara",10007,1,1,0,1,5,4,0,62065,0,19,Production Technician I,MA,1886,05/02/74,F,Married,US Citizen,No,White,5/12/2014,,N/A-StillEmployed,Active,Production       ,Amy Dunn,11.0,CareerBuilder,Exceeds,4.76,4,0,2/15/2019,0,5
-"Wallace, Theresa",10293,0,0,0,5,5,2,0,50274,1,19,Production Technician I,MA,1887,08/02/80,F,Single,US Citizen,No,White,8/13/2012,9/1/2015,career change,Voluntarily Terminated,Production       ,Elijiah Gray,16.0,CareerBuilder,Needs Improvement,2.5,3,0,9/5/2014,6,13
-"Leruth, Giovanni",10103,0,3,1,1,6,3,0,70468,0,3,Area Sales Manager,UT,84111,12/27/88,M ,Separated,US Citizen,No,Black or African American,4/30/2012,,N/A-StillEmployed,Active,Sales,John Smith,17.0,Website,Fully Meets,4.53,3,0,1/29/2019,0,16
-"True, Edward",10102,0,0,1,5,4,3,1,100416,1,24,Software Engineer,MA,2451,06/14/83,M ,Single,Non-Citizen,No,Black or African American,2/18/2013,4/15/2018,medical issues,Voluntarily Terminated,Software Engineering,Alex Sweetwater,10.0,Diversity Job Fair,Fully Meets,4.6,3,4,2/12/2017,0,9
-"Burke, Joelle",10107,0,0,0,1,5,3,0,63763,0,20,Production Technician II,MA,2148,03/02/80,F,Single,US Citizen,No,Black or African American,3/5/2012,,N/A-StillEmployed,Active,Production       ,Amy Dunn,11.0,Employee Referral,Fully Meets,4.51,4,0,2/21/2019,0,3
-"Lundy, Susan",10096,0,4,0,5,5,3,0,67237,1,20,Production Technician II,MA,2122,12/26/76,F,Widowed,US Citizen,No,White,7/8/2013,9/15/2016,more money,Voluntarily Terminated,Production       ,Michael Albert,22.0,LinkedIn,Fully Meets,4.65,4,0,6/10/2016,0,15
-"Nguyen, Dheepa",10042,0,0,0,1,6,3,0,63695,0,3,Area Sales Manager,GA,30428,03/31/89,F,Single,US Citizen,No,Two or more races,7/8/2013,,N/A-StillEmployed,Active,Sales,Lynn Daneault,21.0,Indeed,Fully Meets,5.0,5,0,1/25/2019,0,2
-"Beatrice, Courtney ",10055,0,0,0,1,5,3,0,59026,0,19,Production Technician I,MA,1915,10/27/70,F,Single,Eligible NonCitizen,No,White,4/4/2011,,N/A-StillEmployed,Active,Production       ,Elijiah Gray,16.0,Google Search,Fully Meets,5.0,5,0,1/14/2019,0,12
-"Trzeciak, Cybil",10270,0,0,0,5,5,3,0,74813,1,20,Production Technician II,MA,1778,03/15/85,F,Single,US Citizen,No,White,1/10/2011,7/2/2014,unhappy,Voluntarily Terminated,Production       ,Amy Dunn,11.0,LinkedIn,Fully Meets,4.4,3,0,1/5/2014,0,5
-"Biden, Lowan  M",10226,0,2,0,1,5,3,0,64919,0,19,Production Technician I,MA,2027,12/27/58,F,Divorced,US Citizen,No,Asian,8/19/2013,,N/A-StillEmployed,Active,Production       ,Ketsia Liebig,19.0,Indeed,Fully Meets,4.2,3,0,1/10/2019,0,2
-"Terry, Sharlene ",10161,0,0,0,1,6,3,0,58370,0,3,Area Sales Manager,OR,97756,05/07/65,F,Single,US Citizen,No,Black or African American,9/29/2014,,N/A-StillEmployed,Active,Sales,Lynn Daneault,21.0,Indeed,Fully Meets,3.69,3,0,1/28/2019,0,18
-"Singh, Nan ",10039,0,0,0,1,1,3,0,51920,0,2,Administrative Assistant,MA,2330,05/19/88,F,Single,US Citizen,No,White,5/1/2015,,N/A-StillEmployed,Active,Admin Offices,Brandon R. LeBlanc,1.0,Website,Fully Meets,5.0,3,5,1/15/2019,0,2
-"Guilianno, Mike",10109,0,0,1,5,6,3,0,71707,1,3,Area Sales Manager,TN,37129,02/09/69,M ,Single,US Citizen,No,Two or more races,3/7/2012,10/31/2014,relocation out of area,Voluntarily Terminated,Sales,John Smith,17.0,LinkedIn,Fully Meets,4.5,5,0,2/1/2013,0,20
-"Leach, Dallas",10087,0,0,0,5,5,3,0,63676,1,19,Production Technician I,MA,1810,01/17/79,F,Single,US Citizen,No,Asian,9/26/2011,8/19/2018,return to school,Voluntarily Terminated,Production       ,Kissy Sullivan,20.0,CareerBuilder,Fully Meets,4.88,3,0,7/2/2017,0,17
-"Motlagh,  Dawn",10254,0,2,0,1,5,3,0,63430,0,19,Production Technician I,MA,2453,07/07/84,F,Divorced,US Citizen,No,White,4/1/2013,,N/A-StillEmployed,Active,Production       ,Elijiah Gray,16.0,LinkedIn,Fully Meets,4.4,4,0,1/17/2019,0,18
-"Sadki, Nore  ",10260,0,0,1,5,5,3,0,46428,1,19,Production Technician I,MA,2148,12/21/74,M ,Single,US Citizen,No,White,1/5/2009,7/30/2018,relocation out of area,Voluntarily Terminated,Production       ,Michael Albert,22.0,Google Search,Fully Meets,4.6,5,0,2/5/2018,0,7
-"Immediato, Walter",10289,1,1,1,5,5,2,0,83082,1,18,Production Manager,MA,2128,11/15/76,M ,Married,US Citizen,No,Asian,2/21/2011,9/24/2012,unhappy,Voluntarily Terminated,Production       ,Janet King,2.0,Indeed,Needs Improvement,2.34,2,0,4/12/2012,3,4
-"Panjwani, Nina",10148,1,1,0,5,5,3,0,63515,1,19,Production Technician I,MA,2351,05/01/79,F,Married,US Citizen,No,White,2/7/2011,1/12/2014,Another position,Voluntarily Terminated,Production       ,Elijiah Gray,16.0,Google Search,Fully Meets,3.89,4,0,3/4/2013,0,7
-"Keatts, Kramer ",10192,0,0,1,1,5,3,0,50482,0,19,Production Technician I,MA,1887,01/19/76,M ,Single,US Citizen,No,White,9/30/2013,,N/A-StillEmployed,Active,Production       ,Michael Albert,22.0,Indeed,Fully Meets,3.07,4,0,1/23/2019,0,10
-"Thibaud, Kenneth",10268,0,4,1,5,5,3,0,67176,1,20,Production Technician II,MA,2472,09/16/75,M ,Widowed,US Citizen,No,White,6/25/2007,8/30/2010,military,Voluntarily Terminated,Production       ,Webster Butler,39.0,Other,Fully Meets,4.1,4,0,7/14/2010,0,15
-"Robinson, Alain  ",10047,1,1,1,5,5,3,0,50428,1,19,Production Technician I,MA,1420,01/07/74,M ,Married,US Citizen,No,Black or African American,1/10/2011,1/26/2016,attendance,Voluntarily Terminated,Production       ,Amy Dunn,11.0,Indeed,Fully Meets,5.0,3,0,1/10/2015,0,11
-"Lajiri,  Jyoti",10113,1,1,1,3,3,3,0,93206,0,28,Sr. Network Engineer,MA,2169,04/23/86,M ,Married,US Citizen,No,White,11/10/2014,,N/A-StillEmployed,Active,IT/IS,Peter Monroe,7.0,Employee Referral,Fully Meets,4.46,5,6,1/7/2019,0,7
-"LeBlanc, Brandon  R",10134,1,1,1,1,1,3,0,93046,0,23,Shared Services Manager,MA,1460,06/10/84,M ,Married,US Citizen,No,White,1/5/2016,,N/A-StillEmployed,Active,Admin Offices,Janet King,2.0,CareerBuilder,Fully Meets,4.1,4,0,1/28/2019,0,20
-"Petrowsky, Thelma",10016,1,1,0,1,3,4,0,93554,0,9,Data Analyst,MA,1886,09/16/84,F,Married,US Citizen,No,Black or African American,11/10/2014,,N/A-StillEmployed,Active,IT/IS,Simon Roup,4.0,Employee Referral,Exceeds,4.6,5,7,1/4/2019,0,16
-"Exantus, Susan",10290,1,1,0,4,4,2,0,99280,1,24,Software Engineer,MA,1749,05/15/87,F,Married,US Citizen,No,Black or African American,5/2/2011,6/5/2013,attendance,Terminated for Cause,Software Engineering,Alex Sweetwater,10.0,Indeed,Needs Improvement,2.1,5,4,8/10/2012,4,19
-"Oliver, Brooke ",10078,1,1,0,5,5,3,0,71966,1,20,Production Technician II,MA,2492,02/11/52,F,Married,US Citizen,No,Asian,5/14/2012,8/19/2013,unhappy,Voluntarily Terminated,Production       ,Webster Butler,39.0,LinkedIn,Fully Meets,5.0,3,0,7/2/2013,0,17
-"Moran, Patrick",10223,0,0,1,3,5,3,1,72106,0,20,Production Technician II,MA,2127,12/03/76,M ,Single,US Citizen,No,Black or African American,1/9/2012,,N/A-StillEmployed,Active,Production       ,Kelley Spirea,18.0,Diversity Job Fair,Fully Meets,4.1,4,0,1/31/2019,0,12
-"Smith, John",10291,0,2,1,1,6,2,1,72992,0,21,Sales Manager,MA,1886,08/16/84,M ,Divorced,US Citizen,No,Black or African American,5/18/2014,,N/A-StillEmployed,Active,Sales,Debra Houlihan,15.0,Diversity Job Fair,Needs Improvement,2.4,4,0,1/16/2019,2,16
-"Onque, Jasmine",10121,0,0,0,1,6,3,0,63051,0,3,Area Sales Manager,FL,33174,05/11/90,F,Single,US Citizen,Yes,White,9/30/2013,,N/A-StillEmployed,Active,Sales,Lynn Daneault,21.0,Indeed,Fully Meets,4.28,3,0,1/25/2019,0,1
-"Stoica, Rick",10266,1,1,1,1,5,3,0,61355,0,19,Production Technician I,MA,2301,03/14/85,M ,Married,US Citizen,No,Asian,2/17/2014,,N/A-StillEmployed,Active,Production       ,Kelley Spirea,18.0,LinkedIn,Fully Meets,4.7,3,0,1/11/2019,0,4
-"Andreola, Colby",10194,0,0,0,1,4,3,0,95660,0,24,Software Engineer,MA,2110,05/24/79,F,Single,US Citizen,No,White,11/10/2014,,N/A-StillEmployed,Active,Software Engineering,Alex Sweetwater,10.0,LinkedIn,Fully Meets,3.04,3,4,1/2/2019,0,19
-"Gordon, David",10051,1,1,1,1,5,3,0,48285,0,19,Production Technician I,MA,2169,05/21/79,M ,Married,US Citizen,No,White,7/2/2012,,N/A-StillEmployed,Active,Production       ,David Stanley,14.0,LinkedIn,Fully Meets,5.0,3,0,1/14/2019,0,2
-"Foss, Jason",10015,0,0,1,1,3,4,0,178000,0,12,IT Director,MA,1460,07/05/80,M ,Single,US Citizen,No,Black or African American,4/15/2011,,N/A-StillEmployed,Active,IT/IS,Jennifer Zamora,5.0,Indeed,Exceeds,5.0,5,5,1/7/2019,0,15
-"Sparks, Taylor  ",10302,1,1,0,1,5,1,0,64021,0,19,Production Technician I,MA,2093,07/20/68,F,Married,US Citizen,No,White,2/20/2012,,N/A-StillEmployed,Active,Production       ,Brannon Miller,12.0,Indeed,PIP,2.4,2,1,2/25/2019,6,20
-"Hitchcock, Alfred",10167,1,1,1,1,6,3,0,70545,0,3,Area Sales Manager,NH,3062,09/14/88,M ,Married,US Citizen,No,American Indian or Alaska Native,8/18/2014,,N/A-StillEmployed,Active,Sales,John Smith,17.0,Indeed,Fully Meets,3.6,5,0,1/30/2019,0,9
-"Mangal, Debbie",10279,1,1,0,1,5,3,0,61349,0,19,Production Technician I,MA,2451,11/07/74,F,Married,US Citizen,No,White,11/11/2013,,N/A-StillEmployed,Active,Production       ,Brannon Miller,12.0,LinkedIn,Fully Meets,4.1,3,0,1/22/2019,0,11
-"Bernstein, Sean",10046,0,0,1,1,5,3,0,51044,0,19,Production Technician I,MA,2072,12/22/70,M ,Single,US Citizen,Yes,White,4/2/2012,,N/A-StillEmployed,Active,Production       ,Amy Dunn,11.0,Google Search,Fully Meets,5.0,3,0,1/14/2019,0,13
-"Cornett, Lisa ",10094,1,1,0,1,5,3,0,63381,0,19,Production Technician I,MA,2189,03/31/77,F,Married,US Citizen,Yes,White,1/5/2015,,N/A-StillEmployed,Active,Production       ,Kelley Spirea,18.0,Indeed,Fully Meets,4.73,5,0,2/14/2019,0,6
-"Cross, Noah",10083,0,0,1,1,3,3,0,92329,0,28,Sr. Network Engineer,CT,6278,09/09/65,M ,Single,US Citizen,No,White,11/10/2014,,N/A-StillEmployed,Active,IT/IS,Peter Monroe,7.0,Employee Referral,Fully Meets,5.0,3,4,1/2/2019,0,5
-"Booth, Frank",10199,0,0,1,4,3,3,0,103613,1,30,Enterprise Architect,CT,6033,07/30/64,M ,Single,US Citizen,No,Black or African American,2/17/2014,2/19/2016,Learned that he is a gangster,Terminated for Cause,IT/IS,Simon Roup,4.0,LinkedIn,Fully Meets,3.5,5,7,1/10/2016,0,2
-"Faller, Megan ",10263,1,1,0,1,5,3,0,71776,0,20,Production Technician II,MA,1824,09/22/78,F,Married,US Citizen,No,Black or African American,7/7/2014,,N/A-StillEmployed,Active,Production       ,Elijiah Gray,16.0,LinkedIn,Fully Meets,4.4,5,0,2/22/2019,0,17
-"Salter, Jason",10229,0,2,1,5,3,3,0,88527,1,9,Data Analyst ,MA,2452,12/17/87,M ,Divorced,US Citizen,No,Black or African American,1/5/2015,10/31/2015,hours,Voluntarily Terminated,IT/IS,Simon Roup,4.0,LinkedIn,Fully Meets,4.2,3,5,4/20/2015,0,2
-"Smith, Leigh Ann",10153,1,1,0,5,1,3,1,55000,1,2,Administrative Assistant,MA,1844,06/14/87,F,Married,US Citizen,No,Black or African American,9/26/2011,9/25/2013,career change,Voluntarily Terminated,Admin Offices,Brandon R. LeBlanc,1.0,Diversity Job Fair,Fully Meets,3.8,4,4,8/15/2013,0,17
-"Lunquist, Lisa",10035,0,0,0,1,5,4,0,73330,0,20,Production Technician II,MA,2324,03/28/82,F,Single,US Citizen,No,Black or African American,8/19/2013,,N/A-StillEmployed,Active,Production       ,Elijiah Gray,16.0,Indeed,Exceeds,4.2,4,0,2/12/2019,0,19
-"Erilus, Angela",10299,0,3,0,1,5,1,0,56847,0,20,Production Technician II,MA,2133,08/25/89,F,Separated,US Citizen,No,White,7/7/2014,,N/A-StillEmployed,Active,Production       ,Michael Albert,22.0,Indeed,PIP,3.0,1,0,2/25/2019,2,5
-"DeGweck,  James",10070,1,1,1,5,5,3,0,55722,1,19,Production Technician I,MA,1810,10/31/77,M ,Married,US Citizen,No,White,5/16/2011,6/8/2016,unhappy,Voluntarily Terminated,Production       ,Webster Butler,39.0,Indeed,Fully Meets,5.0,4,0,4/2/2016,0,14
-"Gill, Whitney  ",10142,0,4,0,4,6,3,0,59370,1,3,Area Sales Manager,OH,43050,07/10/71,F,Widowed,US Citizen,No,Black or African American,7/7/2014,9/5/2015,attendance,Terminated for Cause,Sales,John Smith,17.0,CareerBuilder,Fully Meets,3.97,4,0,1/15/2014,0,7
-"Myers, Michael",10216,0,0,1,1,5,3,0,57575,0,19,Production Technician I,MA,1550,04/18/80,M ,Single,US Citizen,No,Asian,7/8/2013,,N/A-StillEmployed,Active,Production       ,Kissy Sullivan,20.0,LinkedIn,Fully Meets,4.1,4,0,1/22/2019,0,13
-"Barone, Francesco  A",10265,0,0,1,1,5,3,0,58709,0,19,Production Technician I,MA,1810,07/20/83,M ,Single,US Citizen,No,Two or more races,2/20/2012,,N/A-StillEmployed,Active,Production       ,Kelley Spirea,18.0,Google Search,Fully Meets,4.6,4,0,2/14/2019,0,7
-"Tavares, Desiree  ",10221,1,1,0,5,5,3,1,60754,1,19,Production Technician I,MA,1801,04/03/75,F,Married,Non-Citizen,No,Black or African American,4/27/2009,4/1/2013,Another position,Voluntarily Terminated,Production       ,Webster Butler,39.0,Diversity Job Fair,Fully Meets,4.5,5,0,2/15/2012,0,11
-"Gaul, Barbara",10257,0,0,0,1,5,3,0,53171,0,19,Production Technician I,MA,2121,12/02/83,F,Single,US Citizen,Yes,Black or African American,5/16/2011,,N/A-StillEmployed,Active,Production       ,Kelley Spirea,18.0,LinkedIn,Fully Meets,4.2,4,0,2/26/2019,0,12
-"Turpin, Jumil",10045,1,1,1,1,3,3,0,76029,0,15,Network Engineer,MA,2343,03/31/69,M ,Married,Eligible NonCitizen,No,White,3/30/2015,,N/A-StillEmployed,Active,IT/IS,Peter Monroe,7.0,Employee Referral,Fully Meets,5.0,4,7,1/14/2019,0,8
-"Hendrickson, Trina",10075,0,0,0,5,5,3,0,68099,1,20,Production Technician II,MA,2021,08/27/72,F,Single,US Citizen,No,White,1/10/2011,6/18/2013,hours,Voluntarily Terminated,Production       ,Kelley Spirea,18.0,CareerBuilder,Fully Meets,5.0,3,0,1/30/2013,0,15
-"Peters, Lauren",10032,1,1,0,5,5,4,0,57954,1,20,Production Technician II,MA,1886,08/17/86,F,Married,US Citizen,No,White,5/16/2011,2/4/2013,more money,Voluntarily Terminated,Production       ,Ketsia Liebig,19.0,Indeed,Exceeds,4.2,5,0,1/10/2013,0,12
-"Cloninger, Jennifer",10275,1,1,0,5,5,3,0,64066,1,20,Production Technician II,MA,1752,08/31/81,F,Married,US Citizen,No,White,5/16/2011,1/7/2013,unhappy,Voluntarily Terminated,Production       ,Brannon Miller,12.0,Google Search,Fully Meets,4.2,5,0,5/3/2012,0,9
-"Garcia, Raul",10111,0,0,1,1,5,3,0,52249,0,19,Production Technician I,MA,1905,09/15/85,M ,Single,US Citizen,Yes,White,3/30/2015,,N/A-StillEmployed,Active,Production       ,David Stanley,14.0,Employee Referral,Fully Meets,4.5,3,0,2/18/2019,0,5
-"Sullivan, Timothy",10117,1,1,1,1,5,3,0,63025,0,19,Production Technician I,MA,2747,10/07/82,M ,Married,US Citizen,Yes,White,1/5/2015,,N/A-StillEmployed,Active,Production       ,Michael Albert,22.0,Google Search,Fully Meets,4.36,5,0,1/24/2019,0,10
-"Desimone, Carl ",10310,1,1,1,1,5,1,0,53189,0,19,Production Technician I,MA,2061,04/19/67,M ,Married,US Citizen,No,White,7/7/2014,,N/A-StillEmployed,Active,Production       ,Amy Dunn,11.0,Indeed,PIP,1.12,2,0,1/31/2019,4,9
-"Ngodup, Shari ",10037,0,3,0,1,5,4,1,52984,0,19,Production Technician I,MA,1810,06/03/67,F,Separated,US Citizen,No,Black or African American,4/1/2013,,N/A-StillEmployed,Active,Production       ,Brannon Miller,12.0,Diversity Job Fair,Exceeds,4.0,3,0,2/13/2019,0,12
-"Sahoo, Adil",10233,1,1,1,1,5,3,0,57975,0,20,Production Technician II,MA,2062,04/26/86,M ,Married,US Citizen,No,White,8/30/2010,,N/A-StillEmployed,Active,Production       ,Kelley Spirea,18.0,CareerBuilder,Fully Meets,4.1,3,0,1/10/2019,0,13
-"Pitt, Brad ",10164,0,0,1,1,5,3,0,47001,0,19,Production Technician I,MA,2451,11/23/81,M ,Single,US Citizen,No,White,11/5/2007,,N/A-StillEmployed,Active,Production       ,David Stanley,14.0,Google Search,Fully Meets,3.66,3,0,2/25/2019,0,15
-"Fidelia,  Libby",10049,1,1,0,1,5,3,0,58530,0,19,Production Technician I,MA,2155,03/16/81,F,Married,US Citizen,No,White,1/9/2012,,N/A-StillEmployed,Active,Production       ,Brannon Miller,12.0,Google Search,Fully Meets,5.0,5,0,1/29/2019,0,19
-"Lydon, Allison",10057,1,1,0,3,5,3,0,52057,0,19,Production Technician I,MA,2122,10/22/75,F,Married,US Citizen,No,Black or African American,2/16/2015,,N/A-StillEmployed,Active,Production       ,Elijiah Gray,16.0,Website,Fully Meets,5.0,3,0,1/23/2019,0,6
-"Gross, Paula",10059,0,2,0,5,5,3,0,63813,1,19,Production Technician I,MA,2176,05/21/83,F,Divorced,US Citizen,No,White,2/21/2011,1/11/2014,more money,Voluntarily Terminated,Production       ,Kelley Spirea,18.0,CareerBuilder,Fully Meets,5.0,5,0,6/3/2013,0,17
-"Szabo, Andrew",10024,0,0,1,1,4,4,0,92989,0,24,Software Engineer,MA,2140,05/06/83,M ,Single,US Citizen,No,White,7/7/2014,,N/A-StillEmployed,Active,Software Engineering,Alex Sweetwater,10.0,LinkedIn,Exceeds,4.5,5,5,2/18/2019,0,1
+Employee_Name,EmpID,MarriedID,MaritalStatusID,GenderID,DeptID,PerfScoreID,FromDiversityJobFairID,Salary,Termd,PositionID,Position,State,Zip,DOB,Sex,MaritalDesc,CitizenDesc,HispanicLatino,RaceDesc,DateofHire,Department,ManagerName,ManagerID,RecruitmentSource,PerformanceScore,EngagementSurvey,EmpSatisfaction,SpecialProjectsCount,LastPerformanceReview_Date,DaysLateLast30,Absences
+"Smith, Sade",10157,0,0,0,5,3,0,58939,0,19,Production Technician I,MA,2130,02/02/65,F,Single,US Citizen,No,White,11/11/2013,Production       ,Ketsia Liebig,19.0,Employee Referral,Fully Meets,3.73,3,0,1/24/2019,0,16
+"Foster-Baker, Amy",10080,1,1,0,1,3,0,99351,0,26,Sr. Accountant,MA,2050,04/16/79,F,Married,US Citizen,no,White,1/5/2009,Admin Offices,Board of Directors,9.0,Other,Fully Meets,5.0,3,2,2/8/2019,0,3
+"Langford, Lindsey",10106,0,2,0,5,3,0,66074,1,20,Production Technician II,MA,2090,07/25/79,F,Divorced,US Citizen,No,Asian,1/7/2013,Production       ,David Stanley,14.0,Indeed,Fully Meets,4.52,3,0,2/20/2014,0,20
+"Newman, Richard ",10063,1,1,1,5,3,0,48495,0,19,Production Technician I,MA,2136,04/08/77,M ,Married,US Citizen,No,White,5/12/2014,Production       ,Ketsia Liebig,19.0,LinkedIn,Fully Meets,5.0,5,0,2/18/2019,0,11
+"Beak, Kimberly  ",10023,1,1,0,5,4,0,70131,0,20,Production Technician II,MA,2145,04/17/66,F,Married,US Citizen,No,White,7/21/2016,Production       ,Kelley Spirea,18.0,Employee Referral,Exceeds,4.4,3,0,1/14/2019,0,16
+"Hutter, Rosalie",10214,0,3,0,5,3,0,64995,0,20,Production Technician II,MA,2351,05/07/92,F,Separated,US Citizen,No,White,6/5/2015,Production       ,Webster Butler,,Indeed,Fully Meets,4.5,3,0,2/14/2019,0,6
+"Latif, Mohammed",10249,1,1,1,5,3,0,61962,1,20,Production Technician II,MA,2126,05/09/84,M ,Married,US Citizen,No,White,4/2/2012,Production       ,Kissy Sullivan,20.0,Google Search,Fully Meets,4.9,3,0,2/20/2013,0,20
+"Nguyen, Lei-Ming",10206,0,0,0,5,3,0,62061,0,19,Production Technician I,MA,2132,07/07/84,F,Single,US Citizen,No,White,7/8/2013,Production       ,David Stanley,14.0,LinkedIn,Fully Meets,3.6,5,0,1/2/2019,0,4
+"Ren, Kylo",10140,1,1,1,6,3,0,61809,0,3,Area Sales Manager,ID,83706,10/12/54,M ,Married,US Citizen,No,White,5/12/2014,Sales,John Smith,17.0,CareerBuilder,Fully Meets,3.98,3,0,1/28/2019,0,4
+"McKinzie, Jac",10202,1,1,1,6,3,0,63291,0,3,Area Sales Manager,TX,78789,07/01/84,M ,Married,US Citizen,No,Two or more races,7/6/2016,Sales,Lynn Daneault,21.0,Website,Fully Meets,3.4,4,0,1/29/2019,0,7
+"Monkfish, Erasumus",10213,1,1,1,5,3,0,58207,0,20,Production Technician II,MA,1450,08/17/92,M ,Married,US Citizen,No,White,11/7/2011,Production       ,David Stanley,14.0,LinkedIn,Fully Meets,3.7,3,0,1/8/2019,0,14
+"King, Janet",10089,1,1,0,2,3,0,250000,0,16,President & CEO,MA,1902,09/21/54,F,Married,US Citizen,Yes,White,7/2/2012,Executive Office,Board of Directors,9.0,Indeed,Fully Meets,4.83,3,0,1/17/2019,0,10
+"Dolan, Linda",10133,1,1,0,3,3,0,70621,0,14,IT Support,MA,2119,07/18/88,F,Married,US Citizen,No,White,1/5/2015,IT/IS,Peter Monroe,7.0,Employee Referral,Fully Meets,4.11,4,6,2/25/2019,0,16
+"Kinsella, Kathleen  ",10166,1,1,0,5,3,0,54005,1,19,Production Technician I,MA,2170,12/08/73,F,Married,US Citizen,No,White,9/26/2011,Production       ,Webster Butler,39.0,Google Search,Fully Meets,3.6,5,0,3/1/2015,0,16
+"Darson, Jene'ya ",10056,1,1,0,5,3,0,57583,0,19,Production Technician I,MA,2110,11/05/78,F,Married,US Citizen,No,White,7/2/2012,Production       ,Elijiah Gray,16.0,Indeed,Fully Meets,5.0,3,0,2/25/2019,0,1
+"Goyal, Roxana",10256,1,1,0,5,3,0,49256,0,19,Production Technician I,MA,1864,10/09/74,F,Married,US Citizen,No,Asian,8/19/2013,Production       ,Kissy Sullivan,20.0,LinkedIn,Fully Meets,4.1,5,0,2/15/2019,0,3
+"Khemmich, Bartholemew",10231,0,0,1,6,3,0,65310,0,3,Area Sales Manager,CO,80820,11/27/79,M ,Single,US Citizen,No,White,8/19/2013,Sales,Lynn Daneault,21.0,Indeed,Fully Meets,4.3,5,0,1/22/2019,0,13
+"Power, Morissa",10187,0,2,0,5,3,0,46799,1,19,Production Technician I,MA,1742,10/15/84,F,Divorced,Eligible NonCitizen,No,Asian,5/16/2011,Production       ,Kissy Sullivan,20.0,Google Search,Fully Meets,3.17,4,0,4/2/2018,0,14
+"Soze, Keyser",10180,1,1,1,3,3,0,87565,0,28,Sr. Network Engineer,MA,1545,02/09/83,M ,Married,US Citizen,No,Asian,6/30/2016,IT/IS,Peter Monroe,7.0,LinkedIn,Fully Meets,3.27,4,5,1/14/2019,0,13
+"Walker, Roger",10190,0,0,1,5,3,0,66541,0,20,Production Technician II,MA,2459,02/10/76,M ,Single,US Citizen,No,Black or African American,8/18/2014,Production       ,Ketsia Liebig,19.0,Employee Referral,Fully Meets,3.11,5,0,2/12/2019,0,4
+"DiNocco, Lily ",10284,1,1,0,5,2,0,61584,0,19,Production Technician I,MA,2351,12/02/78,F,Married,US Citizen,No,Black or African American,1/7/2013,Production       ,Brannon Miller,12.0,Indeed,Needs Improvement,3.88,4,0,1/18/2019,0,6
+"Monterro, Luisa",10025,0,0,0,5,4,0,72460,0,20,Production Technician II,MA,2126,04/24/70,F,Single,US Citizen,No,Black or African American,5/13/2013,Production       ,Kissy Sullivan,20.0,Indeed,Exceeds,4.7,3,0,1/14/2019,0,1
+"Ruiz, Ricardo",10222,0,2,1,3,3,1,148999,1,13,IT Manager - DB,MA,1915,01/04/64,M ,Divorced,US Citizen,No,Black or African American,1/9/2012,IT/IS,Jennifer Zamora,5.0,Diversity Job Fair,Fully Meets,4.3,4,6,1/4/2015,0,8
+"Crimmings,   Jean",10132,0,0,0,5,3,0,56149,0,19,Production Technician I,MA,1821,04/10/87,F,Single,US Citizen,No,White,7/6/2016,Production       ,Michael Albert,22.0,LinkedIn,Fully Meets,4.12,5,0,1/28/2019,0,15
+"Pham, Hong",10050,1,1,1,5,3,0,64724,1,19,Production Technician I,MA,2451,03/06/88,M ,Married,US Citizen,No,Asian,7/5/2011,Production       ,Brannon Miller,12.0,Google Search,Fully Meets,5.0,3,0,2/20/2012,0,13
+"Handschiegl, Joanne",10125,1,1,0,5,3,0,54828,0,19,Production Technician I,MA,2127,03/23/77,F,Married,US Citizen,No,White,11/28/2011,Production       ,Michael Albert,22.0,Google Search,Fully Meets,4.2,4,0,2/22/2019,0,13
+"Steans, Tyrone  ",10147,0,0,1,1,3,0,63003,0,1,Accountant I,MA,2703,09/01/86,M ,Single,US Citizen,No,White,9/29/2014,Admin Offices,Brandon R. LeBlanc,1.0,Indeed,Fully Meets,3.9,5,5,1/18/2019,0,9
+"Mckenna, Sandy",10145,1,1,0,5,3,0,62810,0,19,Production Technician I,MA,2184,01/07/87,F,Married,US Citizen,No,Black or African American,1/7/2013,Production       ,Kissy Sullivan,20.0,CareerBuilder,Fully Meets,3.93,3,0,1/30/2019,0,20
+"Delarge, Alex",10306,0,0,1,6,1,0,61568,0,3,Area Sales Manager,AL,36006,11/02/75,M ,Single,US Citizen,No,Two or more races,9/29/2014,Sales,John Smith,17.0,Indeed,PIP,1.93,3,0,1/30/2019,6,5
+"Roby, Lori ",10162,1,1,0,3,3,0,89883,0,9,Data Analyst,MA,1886,10/11/81,F,Married,US Citizen,No,White,2/16/2015,IT/IS,Simon Roup,4.0,Employee Referral,Fully Meets,3.69,5,6,2/14/2019,0,15
+"Voldemort, Lord",10118,1,1,1,3,3,0,113999,1,8,Database Administrator,MA,1960,08/07/86,M ,Married,US Citizen,No,Black or African American,2/16/2015,IT/IS,Simon Roup,4.0,Employee Referral,Fully Meets,4.33,3,7,2/15/2017,0,9
+"Good, Susan",10237,1,1,0,5,3,0,66825,0,20,Production Technician II,MA,1886,05/25/86,F,Married,US Citizen,No,White,5/12/2014,Production       ,David Stanley,14.0,LinkedIn,Fully Meets,4.6,3,0,2/7/2019,0,20
+"Smith, Martin",10286,0,0,1,5,2,0,53564,1,19,Production Technician I,MA,2458,03/17/88,M ,Single,US Citizen,No,Black or African American,1/10/2011,Production       ,Webster Butler,39.0,Google Search,Needs Improvement,3.54,5,0,4/6/2017,4,15
+"Burkett, Benjamin ",10181,1,1,1,5,3,0,62162,0,20,Production Technician II,MA,1890,08/19/77,M ,Married,US Citizen,No,White,4/4/2011,Production       ,Ketsia Liebig,19.0,Indeed,Fully Meets,3.25,5,0,1/14/2019,0,15
+"Veera, Abdellah ",10014,0,2,1,5,4,0,58523,1,19,Production Technician I,MA,2171,01/31/87,M ,Divorced,US Citizen,No,White,8/13/2012,Production       ,Kissy Sullivan,20.0,LinkedIn,Exceeds,4.5,5,0,2/1/2016,0,15
+"Anderson, Linda  ",10002,0,0,0,5,4,0,57568,0,19,Production Technician I,MA,1844,05/22/77,F,Single,US Citizen,No,White,1/9/2012,Production       ,Amy Dunn,11.0,LinkedIn,Exceeds,5.0,5,0,1/7/2019,0,15
+"Clayton, Rick",10220,0,0,1,3,3,0,68678,0,14,IT Support,MA,2170,09/05/85,M ,Single,US Citizen,No,White,9/5/2012,IT/IS,Eric Dougall,6.0,Indeed,Fully Meets,4.7,3,6,2/27/2019,0,2
+"Jung, Judy  ",10138,1,1,0,5,3,0,61154,1,19,Production Technician I,MA,2446,04/17/86,F,Married,US Citizen,No,Black or African American,1/10/2011,Production       ,Elijiah Gray,16.0,CareerBuilder,Fully Meets,4.0,4,0,2/3/2016,0,4
+"Alagbe,Trina",10088,1,1,0,5,3,0,64991,0,19,Production Technician I,MA,1886,09/27/88,F,Married,US Citizen,No,White,1/7/2008,Production       ,Elijiah Gray,16.0,Indeed,Fully Meets,4.84,5,0,1/3/2019,0,15
+"Baczenski, Rachael  ",10252,1,1,0,5,3,1,54670,1,19,Production Technician I,MA,1902,01/12/74,F,Married,US Citizen,Yes,Black or African American,1/10/2011,Production       ,David Stanley,14.0,Diversity Job Fair,Fully Meets,4.2,4,0,1/30/2016,0,12
+"Driver, Elle",10006,0,0,0,6,4,0,74241,0,3,Area Sales Manager,CA,90007,11/08/88,F,Single,US Citizen,No,White,1/10/2011,Sales,Lynn Daneault,21.0,Indeed,Exceeds,4.77,5,0,1/27/2019,0,14
+"Champaigne, Brian",10108,1,1,1,3,3,0,110929,0,5,BI Director,MA,2045,02/09/72,M ,Married,US Citizen,No,White,9/6/2016,IT/IS,Jennifer Zamora,5.0,Indeed,Fully Meets,4.5,5,7,1/15/2019,0,8
+"Goble, Taisha",10246,0,0,0,3,3,0,114800,1,8,Database Administrator,MA,2127,10/23/71,F,Single,US Citizen,No,White,2/16/2015,IT/IS,Simon Roup,4.0,Indeed,Fully Meets,4.6,4,4,1/20/2015,0,10
+"Robinson, Cherly",10285,1,1,0,5,2,0,61422,1,19,Production Technician I,MA,1460,01/07/85,F,Married,US Citizen,No,White,1/10/2011,Production       ,Ketsia Liebig,19.0,Indeed,Needs Improvement,3.6,3,0,4/5/2016,4,16
+"Gonzalez, Maria",10101,0,3,0,3,3,0,61242,0,14,IT Support,MA,2472,04/16/81,F,Separated,US Citizen,Yes,White,1/5/2015,IT/IS,Peter Monroe,7.0,Employee Referral,Fully Meets,4.61,4,5,1/28/2019,0,11
+"Langton, Enrico",10052,1,1,1,5,3,0,46120,0,19,Production Technician I,MA,2048,12/09/86,M ,Married,US Citizen,No,White,7/9/2012,Production       ,David Stanley,14.0,LinkedIn,Fully Meets,5.0,5,0,2/4/2019,0,13
+"Daneault, Lynn",10099,0,0,0,6,3,0,65729,0,21,Sales Manager,VT,5473,04/19/90,F,Single,US Citizen,No,White,5/5/2014,Sales,Debra Houlihan,15.0,Indeed,Fully Meets,4.62,4,0,1/24/2019,0,8
+"Givens, Myriam",10255,0,0,0,6,3,0,61555,0,3,Area Sales Manager,IN,46204,09/22/89,F,Single,US Citizen,No,White,2/16/2015,Sales,Lynn Daneault,21.0,Indeed,Fully Meets,4.5,5,0,1/25/2019,0,20
+"Lindsay, Leonara ",10008,0,0,0,3,4,1,51777,0,14,IT Support,CT,6070,10/05/88,F,Single,US Citizen,Yes,Black or African American,1/21/2011,IT/IS,Eric Dougall,6.0,Diversity Job Fair,Exceeds,4.64,4,5,1/25/2019,0,14
+"Squatrito, Kristen",10030,0,2,0,5,4,0,62425,1,19,Production Technician I,MA,2359,03/26/73,F,Divorced,US Citizen,No,White,5/13/2013,Production       ,David Stanley,14.0,LinkedIn,Exceeds,4.1,4,0,3/2/2015,0,16
+"Jeannite, Tayana",10009,0,2,0,5,4,0,60724,0,20,Production Technician II,MA,1821,11/06/86,F,Divorced,US Citizen,No,American Indian or Alaska Native,7/5/2011,Production       ,Ketsia Liebig,19.0,LinkedIn,Exceeds,4.6,4,0,2/25/2019,0,11
+"Fraval, Maruk ",10258,0,0,1,6,3,0,67251,0,3,Area Sales Manager,CT,6050,08/28/63,M ,Single,US Citizen,No,Black or African American,9/6/2011,Sales,Lynn Daneault,21.0,CareerBuilder,Fully Meets,4.3,3,0,1/27/2019,2,7
+"Tippett, Jeanette",10123,0,2,0,5,3,0,56339,0,19,Production Technician I,MA,2093,06/05/67,F,Divorced,US Citizen,No,Black or African American,2/18/2013,Production       ,Brannon Miller,12.0,Indeed,Fully Meets,4.21,5,0,1/14/2019,0,4
+"Cockel, James",10261,0,0,1,5,3,0,63108,0,19,Production Technician I,MA,2452,09/08/77,M ,Single,US Citizen,No,White,7/8/2013,Production       ,David Stanley,14.0,Employee Referral,Fully Meets,4.4,5,0,1/14/2019,0,3
+"Howard, Estelle",10182,1,1,0,1,3,0,49920,1,2,Administrative Assistant,MA,2170,09/16/85,F,Married,US Citizen,No,Black or African American,2/16/2015,Admin Offices,Brandon R. LeBlanc,1.0,Indeed,Fully Meets,3.24,3,4,4/15/2015,0,6
+"Fett, Boba",10309,0,0,1,3,1,0,53366,0,15,Network Engineer,MA,2138,06/18/87,M ,Single,US Citizen,No,White,3/30/2015,IT/IS,Peter Monroe,7.0,LinkedIn,PIP,1.2,3,6,2/4/2019,3,2
+"Manchester, Robyn",10077,1,1,0,5,3,0,62385,0,20,Production Technician II,MA,2324,08/25/76,F,Married,US Citizen,No,White,5/11/2016,Production       ,Webster Butler,,LinkedIn,Fully Meets,5.0,3,0,1/21/2019,0,4
+"Saada, Adell",10126,1,1,0,4,3,0,86214,0,24,Software Engineer,MA,2132,07/24/86,F,Married,US Citizen,No,White,11/5/2012,Software Engineering,Alex Sweetwater,10.0,Indeed,Fully Meets,4.2,3,6,2/13/2019,0,2
+"Ferguson, Susan",10189,1,1,0,5,3,0,57748,1,19,Production Technician I,MA,2176,04/14/55,F,Married,US Citizen,No,White,11/7/2011,Production       ,Webster Butler,39.0,Google Search,Fully Meets,3.13,3,0,2/4/2016,0,16
+"Whittier, Scott",10072,0,0,1,5,3,0,58371,1,19,Production Technician I,MA,2030,05/24/87,M ,Single,US Citizen,Yes,White,1/10/2011,Production       ,Webster Butler,39.0,LinkedIn,Fully Meets,5.0,5,0,5/15/2014,0,11
+"Estremera, Miguel",10280,0,0,1,5,2,0,60340,1,19,Production Technician I,MA,2129,09/02/83,M ,Single,US Citizen,No,White,4/2/2012,Production       ,Michael Albert,22.0,Google Search,Needs Improvement,5.0,4,0,4/12/2018,5,16
+"Barbara, Thomas",10242,1,1,1,5,3,1,47211,1,19,Production Technician I,MA,2062,02/21/74,M ,Married,US Citizen,Yes,Black or African American,4/2/2012,Production       ,Kissy Sullivan,20.0,Diversity Job Fair,Fully Meets,4.2,3,0,5/6/2016,0,15
+"Kirill, Alexandra  ",10170,1,1,0,5,3,0,45433,1,19,Production Technician I,MA,2127,10/08/70,F,Married,US Citizen,No,White,9/26/2011,Production       ,Amy Dunn,11.0,Google Search,Fully Meets,3.49,4,0,1/30/2013,0,6
+"Valentin,Jackie",10205,1,1,0,6,3,0,57859,0,3,Area Sales Manager,AZ,85006,05/23/91,F,Married,US Citizen,No,Two or more races,7/5/2011,Sales,John Smith,17.0,Indeed,Fully Meets,2.81,3,0,1/17/2019,0,16
+"Athwal, Sam",10062,0,4,1,5,3,0,59365,0,19,Production Technician I,MA,2199,02/18/83,M ,Widowed,US Citizen,No,White,9/30/2013,Production       ,Ketsia Liebig,19.0,Employee Referral,Fully Meets,5.0,4,0,2/25/2019,0,19
+"Hunts, Julissa",10201,0,0,0,5,3,0,69340,0,20,Production Technician II,MA,2021,03/11/84,F,Single,US Citizen,No,White,6/6/2016,Production       ,Elijiah Gray,16.0,LinkedIn,Fully Meets,3.0,5,0,1/18/2019,0,4
+"Rhoads, Thomas",10058,0,2,1,5,3,0,45115,1,19,Production Technician I,MA,2176,07/22/82,M ,Divorced,US Citizen,Yes,White,5/16/2011,Production       ,Elijiah Gray,16.0,LinkedIn,Fully Meets,5.0,4,0,3/30/2015,0,11
+"Bugali, Josephine ",10203,0,3,0,5,3,1,64375,0,19,Production Technician I,MA,2043,10/30/69,F,Separated,US Citizen,No,Black or African American,11/11/2013,Production       ,Kissy Sullivan,20.0,Diversity Job Fair,Fully Meets,3.5,5,0,1/21/2019,0,17
+"Dunne, Amy",10211,1,1,0,5,3,0,62514,0,19,Production Technician I,MA,1749,09/23/73,F,Married,US Citizen,No,White,4/26/2010,Production       ,Ketsia Liebig,19.0,Google Search,Fully Meets,2.9,3,0,1/21/2019,0,6
+"Gonzalez, Juan",10300,1,1,1,5,1,1,68898,1,20,Production Technician II,MA,2128,10/12/64,M ,Married,US Citizen,No,Black or African American,4/26/2010,Production       ,Brannon Miller,12.0,Diversity Job Fair,PIP,3.0,3,0,3/6/2011,3,10
+"Carey, Michael  ",10115,0,0,1,5,3,0,52846,0,19,Production Technician I,MA,1701,02/02/83,M ,Single,US Citizen,No,Black or African American,3/31/2014,Production       ,Kelley Spirea,18.0,LinkedIn,Fully Meets,4.43,3,0,2/1/2019,0,14
+"Anderson, Carol ",10069,0,2,0,5,3,0,50825,1,19,Production Technician I,MA,2169,09/08/89,F,Divorced,US Citizen,No,White,7/11/2011,Production       ,Webster Butler,39.0,Google Search,Fully Meets,5.0,4,0,2/1/2016,0,2
+"Wolk, Hang  T",10174,0,0,0,5,3,0,60446,0,20,Production Technician II,MA,2302,04/20/85,F,Single,US Citizen,No,White,9/29/2014,Production       ,David Stanley,14.0,LinkedIn,Fully Meets,3.4,4,0,2/21/2019,0,14
+"Fancett, Nicole",10136,0,0,0,5,3,0,65902,0,20,Production Technician II,MA,2324,09/27/87,F,Single,US Citizen,No,Black or African American,2/17/2014,Production       ,Webster Butler,,LinkedIn,Fully Meets,4.0,4,0,1/7/2019,0,7
+"Ybarra, Catherine ",10301,0,0,0,5,1,0,48513,1,19,Production Technician I,MA,2458,05/04/82,F,Single,US Citizen,No,Asian,9/2/2008,Production       ,Brannon Miller,12.0,Google Search,PIP,3.2,2,0,9/2/2015,5,4
+"Fernandes, Nilson  ",10308,1,1,1,5,1,0,64057,0,19,Production Technician I,MA,2132,10/18/89,M ,Married,US Citizen,No,White,5/11/2015,Production       ,Amy Dunn,11.0,Indeed,PIP,1.56,5,0,1/3/2019,6,15
+"Bachiochi, Linda",10114,0,0,0,5,3,1,47837,0,19,Production Technician I,MA,1902,02/11/70,F,Single,US Citizen,No,Black or African American,7/6/2009,Production       ,Brannon Miller,12.0,Diversity Job Fair,Fully Meets,4.46,3,0,1/25/2019,0,4
+"Roehrich, Bianca",10149,0,0,0,3,3,0,120000,1,29,Principal Data Architect,MA,2703,05/27/73,F,Single,US Citizen,Yes,White,1/5/2015,IT/IS,Simon Roup,4.0,LinkedIn,Fully Meets,3.88,3,7,2/13/2018,0,12
+"Chivukula, Enola",10240,0,0,0,5,3,0,64786,1,19,Production Technician I,MA,1775,08/27/83,F,Single,US Citizen,No,White,6/27/2011,Production       ,Amy Dunn,11.0,Indeed,Fully Meets,4.3,4,0,3/10/2015,0,3
+"Theamstern, Sophia",10141,0,0,0,5,3,0,48413,1,19,Production Technician I,MA,2066,05/09/65,F,Single,US Citizen,No,White,7/5/2011,Production       ,Amy Dunn,11.0,Indeed,Fully Meets,3.98,4,0,3/2/2016,0,1
+"Osturnka, Adeel",10021,1,1,1,5,4,0,47414,0,19,Production Technician I,MA,2478,12/11/76,M ,Married,US Citizen,No,White,9/30/2013,Production       ,Kelley Spirea,18.0,LinkedIn,Exceeds,5.0,3,0,2/7/2019,0,13
+"Clukey, Elijian",10029,1,1,1,5,4,0,50373,0,19,Production Technician I,MA,2134,08/26/80,M ,Married,US Citizen,No,White,7/6/2016,Production       ,Brannon Miller,12.0,Employee Referral,Exceeds,4.1,4,0,2/28/2019,0,5
+"Wilber, Barry",10048,1,1,1,5,3,0,55140,1,19,Production Technician I,MA,2324,09/09/65,M ,Married,Eligible NonCitizen,No,White,5/16/2011,Production       ,Amy Dunn,11.0,Website,Fully Meets,5.0,3,0,2/15/2015,0,7
+"Roper, Katie",10086,0,0,0,3,3,0,150290,0,7,Data Architect,MA,2056,11/21/72,F,Single,US Citizen,No,Black or African American,1/7/2017,IT/IS,Brian Champaigne,13.0,Indeed,Fully Meets,4.94,3,5,2/6/2019,0,17
+"Chigurh, Anton",10200,0,0,1,6,3,0,66808,0,3,Area Sales Manager,TX,78207,06/11/70,M ,Single,Eligible NonCitizen,No,Black or African American,5/14/2012,Sales,Lynn Daneault,21.0,Employee Referral,Fully Meets,3.0,5,0,1/19/2019,0,17
+"Spirea, Kelley",10090,1,1,0,5,3,0,65714,0,18,Production Manager,MA,2451,09/30/75,F,Married,US Citizen,No,White,10/2/2012,Production       ,Janet King,2.0,LinkedIn,Fully Meets,4.83,5,0,2/14/2019,0,15
+"Zamora, Jennifer",10010,0,0,0,3,4,0,220450,0,6,CIO,MA,2067,08/30/79,F,Single,US Citizen,No,White,4/10/2010,IT/IS,Janet King,2.0,Employee Referral,Exceeds,4.6,5,6,2/21/2019,0,16
+"Bozzi, Charles",10175,0,0,1,5,3,0,74312,1,18,Production Manager,MA,1901,03/10/70,M ,Single,US Citizen,No,Asian,9/30/2013,Production       ,Janet King,2.0,Indeed,Fully Meets,3.39,3,0,2/20/2014,0,14
+"Von Massenbach, Anna",10183,0,0,0,5,3,0,62068,0,19,Production Technician I,MA,2124,04/06/85,F,Single,US Citizen,No,White,7/5/2015,Production       ,Michael Albert,22.0,LinkedIn,Fully Meets,3.21,3,0,1/29/2019,0,7
+"Becker, Renee",10245,0,0,0,3,3,0,110000,1,8,Database Administrator,MA,2026,04/04/86,F,Single,US Citizen,Yes,White,7/7/2014,IT/IS,Simon Roup,4.0,Google Search,Fully Meets,4.5,4,5,1/15/2015,0,8
+"Huynh, Ming",10160,0,2,0,5,3,0,68182,1,20,Production Technician II,MA,1742,09/22/76,F,Divorced,US Citizen,No,White,2/21/2011,Production       ,Amy Dunn,11.0,Google Search,Fully Meets,3.72,3,0,2/1/2013,0,18
+"Corleone, Vito",10019,0,0,1,5,4,0,170500,0,10,Director of Operations,MA,2030,03/19/83,M ,Single,US Citizen,No,Black or African American,1/5/2009,Production       ,Janet King,2.0,Indeed,Exceeds,3.7,5,0,2/4/2019,0,15
+"Boutwell, Bonalyn",10081,1,1,0,1,3,1,106367,0,26,Sr. Accountant,MA,2468,04/04/87,F,Married,US Citizen,No,Black or African American,2/16/2015,Admin Offices,Brandon R. LeBlanc,3.0,Diversity Job Fair,Fully Meets,5.0,4,3,2/18/2019,0,4
+"Barbossa, Hector",10012,0,2,1,3,4,1,92328,0,9,Data Analyst,TX,78230,07/04/88,M ,Divorced,US Citizen,No,Black or African American,11/10/2014,IT/IS,Simon Roup,4.0,Diversity Job Fair,Exceeds,4.28,4,5,2/25/2019,0,9
+"Rachael, Maggie",10239,1,1,0,3,3,0,95920,0,4,BI Developer,MA,2110,05/12/80,F,Married,US Citizen,No,Black or African American,10/2/2016,IT/IS,Brian Champaigne,13.0,Indeed,Fully Meets,4.4,4,6,2/6/2019,0,10
+"Davis, Daniel",10143,0,0,1,5,3,0,56294,0,20,Production Technician II,MA,2458,09/14/79,M ,Single,Eligible NonCitizen,No,Two or more races,11/7/2011,Production       ,Kissy Sullivan,20.0,LinkedIn,Fully Meets,3.96,4,0,2/27/2019,0,6
+"Dietrich, Jenna  ",10304,0,0,0,6,1,0,59231,0,3,Area Sales Manager,WA,98052,05/14/87,F,Single,US Citizen,Yes,White,2/20/2012,Sales,John Smith,17.0,Website,PIP,2.3,1,0,1/29/2019,2,17
+"Morway, Tanya",10151,1,1,0,3,3,0,52599,0,15,Network Engineer,MA,2048,04/04/79,F,Married,US Citizen,No,White,2/16/2015,IT/IS,Peter Monroe,7.0,CareerBuilder,Fully Meets,3.81,3,6,2/11/2019,0,6
+"Villanueva, Noah",10253,0,0,1,6,3,0,55875,0,3,Area Sales Manager,ME,4063,07/11/89,M ,Single,US Citizen,No,Asian,3/5/2012,Sales,John Smith,17.0,Website,Fully Meets,4.5,4,0,1/18/2019,0,11
+"Monroe, Peter",10288,1,1,1,3,2,1,157000,0,13,IT Manager - Infra,MA,2134,10/05/86,M ,Married,Eligible NonCitizen,Yes,Black or African American,2/15/2012,IT/IS,Jennifer Zamora,5.0,Diversity Job Fair,Needs Improvement,2.39,3,6,2/22/2019,4,13
+"Landa, Hans",10092,1,1,1,5,3,0,82758,1,18,Production Manager,MA,1890,07/01/72,M ,Married,US Citizen,No,White,1/10/2011,Production       ,Janet King,2.0,Employee Referral,Fully Meets,4.78,4,0,2/15/2015,0,9
+"Torrence, Jack",10013,0,3,1,6,4,0,64397,0,3,Area Sales Manager,ND,58782,01/15/68,M ,Separated,US Citizen,No,White,1/9/2006,Sales,Lynn Daneault,21.0,Indeed,Exceeds,4.1,3,0,1/4/2019,0,6
+"Kampew, Donysha",10244,0,0,0,6,3,0,68999,1,21,Sales Manager,PA,19444,11/11/89,F,Single,US Citizen,No,White,11/7/2011,Sales,Debra Houlihan,15.0,Google Search,Fully Meets,4.5,5,0,3/30/2013,0,2
+"Tejeda, Lenora ",10146,1,1,0,5,3,0,72202,1,20,Production Technician II,MA,2129,05/24/53,F,Married,US Citizen,No,White,5/16/2011,Production       ,Elijiah Gray,16.0,Google Search,Fully Meets,3.93,3,0,4/18/2017,0,3
+"Robinson, Elias",10020,0,4,1,5,4,0,63353,0,19,Production Technician I,MA,1730,01/28/85,M ,Widowed,US Citizen,No,White,7/8/2013,Production       ,Brannon Miller,12.0,Employee Referral,Exceeds,3.6,5,0,2/11/2019,0,4
+"Ndzi, Colombui",10215,0,0,1,5,3,1,50470,1,19,Production Technician I,MA,2110,05/02/89,M ,Single,US Citizen,No,Black or African American,9/26/2011,Production       ,Webster Butler,39.0,Diversity Job Fair,Fully Meets,4.3,3,0,3/2/2013,0,19
+"Ndzi, Horia",10185,1,1,1,5,3,0,46664,1,19,Production Technician I,MA,2421,03/28/83,M ,Married,US Citizen,No,White,4/1/2013,Production       ,Amy Dunn,11.0,Employee Referral,Fully Meets,3.18,3,0,3/6/2016,0,10
+"Johnson, George",10034,1,1,1,5,4,0,46837,1,19,Production Technician I,MA,2445,08/19/59,M ,Married,US Citizen,No,White,11/7/2011,Production       ,Michael Albert,22.0,CareerBuilder,Exceeds,4.7,4,0,2/14/2018,0,9
+"Rivera, Haley  ",10011,1,1,0,5,4,0,46738,0,19,Production Technician I,MA,2171,01/12/73,F,Married,US Citizen,No,Asian,11/28/2011,Production       ,Webster Butler,,Google Search,Exceeds,4.36,5,0,2/11/2019,0,16
+"Close, Phil",10269,1,1,1,5,3,0,59369,1,20,Production Technician II,MA,2169,11/25/78,M ,Married,US Citizen,No,White,8/30/2010,Production       ,David Stanley,14.0,Indeed,Fully Meets,4.2,4,0,5/4/2011,0,6
+"Dickinson, Geoff ",10276,0,0,1,5,3,0,51259,0,19,Production Technician I,MA,2180,11/15/82,M ,Single,US Citizen,No,White,5/12/2014,Production       ,Ketsia Liebig,19.0,Indeed,Fully Meets,4.3,4,0,2/19/2019,0,1
+"Soto, Julia ",10119,1,1,0,3,3,0,66593,0,14,IT Support,MA,2360,03/12/73,F,Married,US Citizen,No,Black or African American,6/10/2011,IT/IS,Eric Dougall,6.0,LinkedIn,Fully Meets,4.3,3,5,2/8/2019,0,19
+"Liebig, Ketsia",10017,1,1,0,5,4,0,77915,0,18,Production Manager,MA,2110,10/26/81,F,Married,US Citizen,No,White,9/30/2013,Production       ,Janet King,2.0,Website,Exceeds,4.1,3,0,1/21/2019,0,11
+"Lynch, Lindsay",10004,0,0,0,5,4,1,47434,1,19,Production Technician I,MA,1844,02/14/73,F,Single,US Citizen,Yes,Black or African American,11/7/2011,Production       ,Webster Butler,39.0,Diversity Job Fair,Exceeds,5.0,4,0,2/2/2015,0,17
+"Shepard, Anita ",10179,1,1,0,3,3,0,50750,0,15,Network Engineer,MA,1773,04/14/81,F,Married,US Citizen,No,White,9/30/2014,IT/IS,Peter Monroe,7.0,LinkedIn,Fully Meets,3.31,3,6,1/7/2019,0,7
+"Punjabhi, Louis  ",10225,0,0,1,5,3,0,59472,0,19,Production Technician I,MA,2109,06/19/61,M ,Single,US Citizen,No,White,1/6/2014,Production       ,Kelley Spirea,18.0,Employee Referral,Fully Meets,4.8,3,0,1/7/2019,0,14
+"Goeth, Amon",10228,1,1,1,3,3,0,74679,0,14,IT Support,MA,2135,11/24/89,M ,Married,US Citizen,Yes,White,3/30/2015,IT/IS,Peter Monroe,7.0,LinkedIn,Fully Meets,4.3,5,7,1/10/2019,0,20
+"Barton, Nader",10066,0,2,1,5,3,0,52505,1,19,Production Technician I,MA,2747,07/15/77,M ,Divorced,US Citizen,No,White,9/24/2012,Production       ,Michael Albert,22.0,On-line Web application,Fully Meets,5.0,5,0,3/2/2017,0,1
+"Linares, Marilyn ",10186,1,1,0,5,3,0,52624,1,19,Production Technician I,MA,1886,03/26/81,F,Married,US Citizen,No,White,7/5/2011,Production       ,Michael Albert,22.0,Indeed,Fully Meets,3.18,4,0,3/2/2018,0,16
+"Quinn, Sean",10131,1,1,1,1,3,1,83363,1,23,Software Engineer,MA,2045,11/06/84,M ,Married,Eligible NonCitizen,No,Black or African American,2/21/2011,Software Engineering,Janet King,2.0,Diversity Job Fair,Fully Meets,4.15,4,0,4/19/2014,0,4
+"Martin, Sandra",10110,0,0,0,4,3,0,105688,0,24,Software Engineer,MA,2135,11/07/87,F,Single,US Citizen,No,Asian,11/11/2013,Software Engineering,Alex Sweetwater,10.0,Google Search,Fully Meets,4.5,5,4,1/14/2019,0,14
+"Bates, Norman",10061,0,0,1,5,3,0,57834,1,19,Production Technician I,MA,2050,10/18/81,M ,Single,US Citizen,No,White,2/21/2011,Production       ,Kelley Spirea,18.0,Google Search,Fully Meets,5.0,4,0,4/5/2017,0,20
+"Owad, Clinton",10281,0,0,1,5,2,0,53060,0,19,Production Technician I,MA,1760,11/24/79,M ,Single,US Citizen,No,Black or African American,2/17/2014,Production       ,Michael Albert,22.0,LinkedIn,Needs Improvement,4.25,3,0,2/4/2019,4,6
+"Sander, Kamrin",10169,1,1,0,5,3,0,56147,0,19,Production Technician I,MA,2154,07/10/88,F,Married,US Citizen,No,Black or African American,9/29/2014,Production       ,Elijiah Gray,16.0,LinkedIn,Fully Meets,3.51,3,0,2/18/2019,0,2
+"Bunbury, Jessica",10188,1,1,0,6,3,0,74326,1,3,Area Sales Manager,VA,21851,06/01/64,F,Married,Eligible NonCitizen,No,Black or African American,8/15/2011,Sales,John Smith,17.0,Google Search,Fully Meets,3.14,5,0,2/10/2013,1,19
+"Heitzman, Anthony",10129,0,0,1,5,3,0,46998,0,19,Production Technician I,MA,2149,01/04/84,M ,Single,US Citizen,No,White,8/13/2012,Production       ,Ketsia Liebig,19.0,Google Search,Fully Meets,4.17,4,0,2/11/2019,0,1
+"Tredinnick, Neville ",10044,1,1,1,3,3,0,75281,1,15,Network Engineer,MA,1420,05/05/88,M ,Married,US Citizen,No,White,1/5/2015,IT/IS,Peter Monroe,7.0,CareerBuilder,Fully Meets,5.0,3,5,4/15/2015,0,11
+"Rarrick, Quinn",10152,0,2,1,5,3,0,61729,1,19,Production Technician I,MA,2478,12/31/84,M ,Divorced,US Citizen,No,White,9/26/2011,Production       ,Michael Albert,22.0,Indeed,Fully Meets,3.8,5,0,2/4/2018,0,19
+"Harrington, Christie ",10097,0,0,0,5,3,0,52177,1,19,Production Technician I,MA,2324,08/18/52,F,Single,US Citizen,No,White,1/9/2012,Production       ,Webster Butler,39.0,CareerBuilder,Fully Meets,4.64,4,0,5/2/2015,0,8
+"Costello, Frank",10193,1,1,1,3,3,0,83552,0,9,Data Analyst,MA,1810,08/26/86,M ,Married,US Citizen,No,White,3/30/2015,IT/IS,Simon Roup,4.0,Indeed,Fully Meets,3.04,3,6,1/22/2019,0,2
+"LaRotonda, William  ",10038,0,2,1,1,3,0,64520,0,1,Accountant I,MA,1460,04/26/84,M ,Divorced,US Citizen,No,Black or African American,1/6/2014,Admin Offices,Brandon R. LeBlanc,1.0,Website,Fully Meets,5.0,4,4,1/17/2019,0,3
+"Vega, Vincent",10144,0,2,1,5,3,0,88976,0,17,Production Manager,MA,2169,10/10/68,M ,Divorced,US Citizen,No,White,8/1/2011,Production       ,Janet King,2.0,Employee Referral,Fully Meets,3.93,3,0,2/27/2019,0,19
+"Wang, Charlie",10172,0,0,1,3,3,0,84903,0,22,Senior BI Developer,MA,1887,07/08/81,M ,Single,US Citizen,No,Asian,2/15/2017,IT/IS,Brian Champaigne,13.0,Indeed,Fully Meets,3.42,4,7,1/4/2019,0,17
+"Robertson, Peter",10224,1,1,1,5,3,0,55578,1,20,Production Technician II,MA,2138,07/03/72,M ,Married,US Citizen,No,White,7/5/2011,Production       ,Kissy Sullivan,20.0,Indeed,Fully Meets,4.2,5,0,1/6/2012,0,13
+"Shields, Seffi",10091,1,1,0,5,3,0,52087,0,19,Production Technician I,MA,2149,08/24/85,F,Married,US Citizen,No,White,8/19/2013,Production       ,Amy Dunn,11.0,LinkedIn,Fully Meets,4.81,4,0,2/15/2019,0,15
+"Roup,Simon",10198,0,0,1,3,3,0,140920,0,13,IT Manager - DB,MA,2481,04/05/73,M ,Single,US Citizen,No,White,1/20/2013,IT/IS,Jennifer Zamora,5.0,Indeed,Fully Meets,3.6,5,7,2/18/2019,0,13
+"Stansfield, Norman",10307,1,1,1,6,1,0,58273,0,3,Area Sales Manager,NV,89139,05/09/74,M ,Married,US Citizen,No,White,5/12/2014,Sales,Lynn Daneault,21.0,Website,PIP,1.81,2,0,1/17/2019,3,5
+"Potts, Xana",10124,1,1,0,6,3,0,61844,0,3,Area Sales Manager,KY,40220,08/29/88,F,Married,US Citizen,No,Black or African American,1/9/2012,Sales,Lynn Daneault,21.0,Website,Fully Meets,4.2,5,0,2/1/2019,0,9
+"Zhou, Julia",10043,0,0,0,3,3,0,89292,0,9,Data Analyst,MA,2148,02/24/79,F,Single,US Citizen,No,White,3/30/2015,IT/IS,Simon Roup,4.0,Employee Referral,Fully Meets,5.0,3,5,2/1/2019,0,11
+"Saar-Beckles, Melinda",10295,0,0,0,5,2,1,47750,0,19,Production Technician I,MA,1801,06/06/68,F,Single,US Citizen,No,Black or African American,7/4/2016,Production       ,Kelley Spirea,18.0,Diversity Job Fair,Needs Improvement,2.6,4,0,2/18/2019,5,4
+"Johnston, Yen",10036,0,0,0,5,4,0,63322,0,20,Production Technician II,MA,2128,09/08/69,F,Single,US Citizen,No,White,7/7/2014,Production       ,Brannon Miller,12.0,LinkedIn,Exceeds,4.3,3,0,1/11/2019,0,1
+"Gray, Elijiah  ",10098,0,2,1,5,3,0,62957,0,18,Production Manager,MA,1752,07/11/81,M ,Divorced,US Citizen,No,White,6/2/2015,Production       ,Janet King,2.0,Employee Referral,Fully Meets,4.63,3,0,1/4/2019,0,2
+"Gilles, Alex",10283,1,1,1,5,2,1,54933,1,19,Production Technician I,MA,2062,08/09/74,M ,Married,US Citizen,No,Black or African American,4/2/2012,Production       ,Webster Butler,39.0,Diversity Job Fair,Needs Improvement,3.97,4,0,1/20/2015,3,15
+"Carabbio, Judith",10085,0,0,0,4,3,0,93396,0,24,Software Engineer,MA,2132,04/05/87,F,Single,US Citizen,No,White,11/11/2013,Software Engineering,Alex Sweetwater,10.0,Indeed,Fully Meets,4.96,4,6,1/30/2019,0,3
+"Johnson, Noelle ",10156,1,1,0,3,3,0,105700,0,8,Database Administrator,MA,2301,11/07/86,F,Married,US Citizen,No,Asian,1/5/2015,IT/IS,Simon Roup,4.0,Indeed,Fully Meets,3.75,3,5,2/11/2019,0,2
+"Gosciminski, Phylicia  ",10218,0,3,0,5,3,0,66149,0,20,Production Technician II,MA,1824,12/08/83,F,Separated,US Citizen,No,American Indian or Alaska Native,9/30/2013,Production       ,Kissy Sullivan,20.0,Google Search,Fully Meets,4.4,5,0,2/21/2019,0,1
+"Bacong, Alejandro ",10250,0,2,1,3,3,0,50178,0,14,IT Support,MA,1886,01/07/88,M ,Divorced,US Citizen,No,White,1/5/2015,IT/IS,Peter Monroe,7.0,Indeed,Fully Meets,5.0,5,6,2/18/2019,0,16
+"Stanford,Barbara  M",10278,0,2,0,5,3,0,47961,0,19,Production Technician I,MA,2050,08/25/82,F,Divorced,US Citizen,No,Two or more races,1/10/2011,Production       ,Kissy Sullivan,20.0,Google Search,Fully Meets,4.1,4,0,2/7/2019,0,9
+"Dee, Randy",10311,1,1,1,6,1,0,56991,0,19,Production Technician I,MA,2138,04/15/88,M ,Married,US Citizen,No,White,7/9/2018,Production       ,Brannon Miller,12.0,Indeed,Fully Meets,4.3,4,3,1/31/2019,2,2
+"Cole, Spencer",10292,0,0,1,5,2,0,59144,1,19,Production Technician I,MA,1880,08/12/79,M ,Single,US Citizen,No,Black or African American,7/11/2011,Production       ,Kissy Sullivan,20.0,LinkedIn,Needs Improvement,2.0,3,0,5/1/2016,5,16
+"Ivey, Rose ",10139,0,0,0,5,3,0,51908,0,19,Production Technician I,MA,1775,01/28/91,F,Single,US Citizen,No,White,8/19/2013,Production       ,Brannon Miller,12.0,Indeed,Fully Meets,3.99,3,0,1/14/2019,0,14
+"Daniele, Ann  ",10212,1,1,0,3,3,0,85028,0,28,Sr. Network Engineer,CT,6033,01/18/52,F,Married,US Citizen,No,White,11/10/2014,IT/IS,Peter Monroe,7.0,LinkedIn,Fully Meets,3.1,5,8,2/12/2019,0,19
+"Dobrin, Denisa  S",10207,0,0,0,5,3,0,46335,0,19,Production Technician I,MA,2125,10/07/86,F,Single,US Citizen,Yes,White,4/2/2012,Production       ,David Stanley,14.0,CareerBuilder,Fully Meets,3.4,5,0,2/19/2019,0,15
+"Adinolfi, Wilson  K",10026,0,0,1,5,4,0,62506,0,19,Production Technician I,MA,1960,07/10/83,M ,Single,US Citizen,No,White,7/5/2011,Production       ,Michael Albert,22.0,LinkedIn,Exceeds,4.6,5,0,1/17/2019,0,1
+"Kreuger, Freddy",10165,0,0,1,6,3,1,71339,0,3,Area Sales Manager,NY,10171,02/24/69,M ,Single,US Citizen,Yes,Black or African American,3/7/2011,Sales,John Smith,17.0,Diversity Job Fair,Fully Meets,3.65,5,0,1/17/2019,0,20
+"Wilkes, Annie",10204,0,2,0,5,3,0,58062,1,19,Production Technician I,MA,1876,07/30/83,F,Divorced,US Citizen,No,White,1/10/2011,Production       ,Ketsia Liebig,19.0,Google Search,Fully Meets,3.6,5,0,2/6/2011,0,9
+"Rose, Ashley  ",10054,0,3,0,5,3,0,60627,0,19,Production Technician I,MA,1886,12/05/74,F,Separated,US Citizen,No,White,1/6/2014,Production       ,David Stanley,14.0,Website,Fully Meets,5.0,4,0,1/31/2019,0,8
+"Ait Sidi, Karthikeyan   ",10084,1,1,1,3,3,0,104437,1,27,Sr. DBA,MA,2148,05/05/75,M ,Married,US Citizen,No,White,3/30/2015,IT/IS,Simon Roup,4.0,Indeed,Fully Meets,4.96,3,6,2/24/2016,0,17
+"Foreman, Tanya",10163,1,1,0,5,3,0,55965,1,20,Production Technician II,MA,2170,11/08/83,F,Married,US Citizen,No,White,4/4/2011,Production       ,Ketsia Liebig,19.0,Google Search,Fully Meets,3.66,3,0,1/7/2012,0,6
+"Girifalco, Evelyn",10018,0,0,0,5,4,0,57815,0,19,Production Technician I,MA,2451,05/08/80,F,Single,US Citizen,Yes,Two or more races,9/29/2014,Production       ,Amy Dunn,11.0,Indeed,Exceeds,3.9,4,0,2/7/2019,0,3
+"Corleone, Michael",10282,0,2,1,5,2,0,68051,0,18,Production Manager,MA,1803,12/17/75,M ,Divorced,US Citizen,No,White,7/20/2010,Production       ,Janet King,2.0,CareerBuilder,Needs Improvement,4.13,2,0,1/14/2019,3,3
+"Gold, Shenice  ",10243,0,0,0,5,3,0,53018,0,19,Production Technician I,MA,2451,06/18/92,F,Single,US Citizen,Yes,White,11/11/2013,Production       ,Ketsia Liebig,19.0,Indeed,Fully Meets,4.3,5,0,2/18/2019,0,7
+"Mancuso, Karen",10073,1,1,0,5,3,0,68407,1,20,Production Technician II,MA,2176,12/10/86,F,Married,US Citizen,No,Two or more races,7/5/2011,Production       ,Amy Dunn,11.0,LinkedIn,Fully Meets,5.0,4,0,7/2/2012,0,16
+"Roberson, May",10230,0,2,0,5,3,0,64971,1,20,Production Technician II,MA,1902,09/05/81,F,Divorced,Eligible NonCitizen,No,Black or African American,9/26/2011,Production       ,David Stanley,14.0,Google Search,Fully Meets,4.5,4,0,10/22/2011,0,10
+"Engdahl, Jean",10247,0,0,1,5,3,0,48888,0,19,Production Technician I,MA,2026,05/31/74,M ,Single,US Citizen,No,White,11/10/2014,Production       ,Kelley Spirea,18.0,LinkedIn,Fully Meets,4.7,5,0,2/13/2019,0,8
+"Brown, Mia",10238,1,1,0,1,3,1,63000,0,1,Accountant I,MA,1450,11/24/87,F,Married,US Citizen,No,Black or African American,10/27/2008,Admin Offices,Brandon R. LeBlanc,1.0,Diversity Job Fair,Fully Meets,4.5,2,6,1/15/2019,0,14
+"Warfield, Sarah",10127,0,4,0,3,3,0,107226,0,28,Sr. Network Engineer,MA,2453,05/02/78,F,Widowed,US Citizen,No,Asian,3/30/2015,IT/IS,Peter Monroe,7.0,Employee Referral,Fully Meets,4.2,4,8,2/5/2019,0,7
+"Moumanil, Maliki ",10120,0,3,1,5,3,0,74417,0,20,Production Technician II,MA,1460,12/01/74,M ,Separated,US Citizen,No,Black or African American,5/13/2013,Production       ,Michael Albert,22.0,LinkedIn,Fully Meets,4.29,5,0,1/28/2019,0,11
+"Jacobi, Hannah  ",10236,0,2,0,5,3,0,45069,0,19,Production Technician I,MA,1778,03/22/66,F,Divorced,US Citizen,No,White,9/30/2013,Production       ,Kissy Sullivan,20.0,Employee Referral,Fully Meets,4.3,5,0,2/22/2019,0,7
+"Peterson, Ebonee  ",10130,1,1,0,5,3,0,74669,1,18,Production Manager,MA,2030,05/09/77,F,Married,US Citizen,No,White,10/25/2010,Production       ,Janet King,2.0,Indeed,Fully Meets,4.16,5,0,3/5/2015,0,6
+"Fitzpatrick, Michael  J",10093,0,0,1,5,3,0,72609,1,20,Production Technician II,MA,2143,10/01/81,M ,Single,US Citizen,Yes,White,5/16/2011,Production       ,Amy Dunn,11.0,Google Search,Fully Meets,4.76,5,0,4/5/2013,0,20
+"Medeiros, Jennifer",10068,0,0,0,5,3,0,55688,0,19,Production Technician I,MA,2346,09/22/76,F,Single,US Citizen,No,White,3/30/2015,Production       ,Michael Albert,22.0,CareerBuilder,Fully Meets,5.0,4,0,1/21/2019,0,10
+"Linden, Mathew",10137,1,1,1,5,3,0,63450,0,20,Production Technician II,MA,1770,03/19/79,M ,Married,US Citizen,No,White,7/8/2013,Production       ,Kelley Spirea,18.0,LinkedIn,Fully Meets,4.0,3,0,2/18/2019,0,7
+"Wallace, Courtney  E",10274,1,1,0,5,3,1,80512,1,18,Production Manager,MA,2478,11/14/55,F,Married,US Citizen,No,Black or African American,9/26/2011,Production       ,Janet King,2.0,Diversity Job Fair,Fully Meets,4.5,3,0,1/2/2012,0,5
+"Galia, Lisa",10273,0,0,0,3,3,0,65707,0,14,IT Support,CT,6040,07/06/68,F,Single,US Citizen,No,White,5/1/2010,IT/IS,Eric Dougall,6.0,LinkedIn,Fully Meets,4.7,4,5,2/1/2019,0,1
+"Pearson, Randall",10259,1,1,1,3,3,0,93093,1,9,Data Analyst,MA,2747,09/05/84,M ,Married,US Citizen,No,White,12/1/2014,IT/IS,Simon Roup,4.0,Employee Referral,Fully Meets,4.7,4,5,1/16/2016,0,19
+"Chan, Lin",10210,0,0,0,5,3,0,54237,0,19,Production Technician I,MA,2170,02/12/79,F,Single,US Citizen,No,White,5/12/2014,Production       ,Elijiah Gray,16.0,Indeed,Fully Meets,3.3,4,0,2/19/2019,0,11
+"Gonzalez, Cayo",10031,0,2,1,5,4,1,59892,0,19,Production Technician I,MA,2108,09/29/69,M ,Divorced,US Citizen,No,Black or African American,7/11/2011,Production       ,Brannon Miller,12.0,Diversity Job Fair,Exceeds,4.5,4,0,2/18/2019,0,1
+"Becker, Scott",10277,0,0,1,5,3,0,53250,0,19,Production Technician I,MA,2452,04/06/79,M ,Single,US Citizen,No,Asian,7/8/2013,Production       ,Webster Butler,,LinkedIn,Fully Meets,4.2,4,0,1/11/2019,0,13
+"Jackson, Maryellen",10227,0,0,0,5,3,0,61242,0,19,Production Technician I,MA,2081,09/11/72,F,Single,US Citizen,No,Black or African American,11/5/2012,Production       ,David Stanley,14.0,LinkedIn,Fully Meets,4.1,3,0,1/17/2019,0,7
+"Navathe, Kurt",10079,0,0,1,3,3,0,87921,0,22,Senior BI Developer,MA,2056,04/25/70,M ,Single,US Citizen,No,Asian,2/10/2017,IT/IS,Brian Champaigne,13.0,Indeed,Fully Meets,5.0,3,6,2/25/2019,0,17
+"Buccheri, Joseph  ",10184,0,0,1,5,3,0,65288,0,20,Production Technician II,MA,1013,07/28/83,M ,Single,US Citizen,No,White,9/29/2014,Production       ,Webster Butler,,Google Search,Fully Meets,3.19,3,0,2/1/2019,0,9
+"Pelletier, Ermine",10297,1,1,0,5,2,0,60270,1,20,Production Technician II,MA,2472,07/18/89,F,Married,US Citizen,No,Asian,7/5/2011,Production       ,Amy Dunn,11.0,CareerBuilder,Needs Improvement,2.4,5,0,2/6/2015,5,2
+"Sullivan, Kissy ",10158,1,1,0,5,3,0,63682,0,18,Production Manager,MA,1776,03/28/78,F,Married,US Citizen,No,Black or African American,1/8/2009,Production       ,Janet King,2.0,Indeed,Fully Meets,3.73,4,0,1/24/2019,0,12
+"Billis, Helen",10003,1,1,0,5,4,0,62910,0,19,Production Technician I,MA,2031,09/01/89,F,Married,US Citizen,No,White,7/7/2014,Production       ,Brannon Miller,12.0,Indeed,Exceeds,5.0,3,0,2/27/2019,0,19
+"Cady, Max ",10150,0,0,1,4,3,0,77692,0,25,Software Engineering Manager,MA,2184,11/22/66,M ,Single,US Citizen,No,White,8/15/2011,Software Engineering,Jennifer Zamora,5.0,Google Search,Fully Meets,3.84,3,5,1/21/2019,0,4
+"Maurice, Shana",10053,1,1,0,5,3,0,54132,0,19,Production Technician I,MA,2330,11/22/77,F,Married,US Citizen,No,White,5/31/2011,Production       ,David Stanley,14.0,Indeed,Fully Meets,5.0,4,0,1/10/2019,0,8
+"Forrest, Alex",10305,1,1,1,6,3,0,70187,1,3,Area Sales Manager,MA,2330,07/07/75,M ,Married,US Citizen,No,White,9/29/2014,Sales,Lynn Daneault,21.0,Employee Referral,PIP,2.0,5,0,1/28/2019,4,7
+"Eaton, Marianne",10064,1,1,0,5,3,0,60070,1,19,Production Technician I,MA,2343,09/05/91,F,Married,US Citizen,No,White,4/4/2011,Production       ,Kissy Sullivan,20.0,Google Search,Fully Meets,5.0,3,0,4/9/2017,0,7
+"Tannen, Biff",10173,1,1,1,3,3,0,90100,0,4,BI Developer,MA,2134,10/24/87,M ,Married,US Citizen,No,White,4/20/2017,IT/IS,Brian Champaigne,13.0,Indeed,Fully Meets,3.4,3,6,1/2/2019,0,14
+"Volk, Colleen",10022,1,1,0,5,4,0,49773,1,19,Production Technician I,MA,2747,06/03/86,F,Married,US Citizen,No,White,9/26/2011,Production       ,Kelley Spirea,18.0,Google Search,Exceeds,4.3,5,0,2/1/2015,0,18
+"Chace, Beatrice ",10067,0,0,0,5,3,0,61656,0,19,Production Technician I,MA,2763,01/02/51,F,Single,US Citizen,No,White,9/29/2014,Production       ,Michael Albert,22.0,Google Search,Fully Meets,5.0,4,0,2/12/2019,0,11
+"Lecter, Hannibal",10251,1,1,1,5,3,0,64738,0,19,Production Technician I,MA,1776,09/02/82,M ,Married,US Citizen,No,Asian,5/14/2012,Production       ,Elijiah Gray,16.0,Google Search,Fully Meets,4.1,3,0,2/22/2019,0,10
+"Strong, Caitrin",10241,1,1,0,6,3,0,60120,0,3,Area Sales Manager,MT,59102,05/12/89,F,Married,US Citizen,No,Black or African American,9/27/2010,Sales,John Smith,17.0,Indeed,Fully Meets,4.1,4,0,1/31/2019,0,18
+"Dunn, Amy  ",10105,0,0,0,5,3,0,75188,0,18,Production Manager,MA,1731,11/28/73,F,Single,US Citizen,No,White,9/18/2014,Production       ,Janet King,2.0,Google Search,Fully Meets,4.52,4,0,1/15/2019,0,4
+"Zima, Colleen",10271,0,4,0,5,3,0,45046,0,19,Production Technician I,MA,1730,08/17/78,F,Widowed,US Citizen,No,Asian,9/29/2014,Production       ,David Stanley,14.0,LinkedIn,Fully Meets,4.5,5,0,1/30/2019,0,2
+"Ozark, Travis",10041,0,0,1,6,3,0,68829,0,3,Area Sales Manager,NC,27229,05/19/82,M ,Single,US Citizen,No,White,1/5/2015,Sales,John Smith,17.0,Website,Fully Meets,5.0,5,0,1/14/2019,0,18
+"Woodson, Jason",10135,0,0,1,5,3,0,65893,0,20,Production Technician II,MA,1810,05/11/85,M ,Single,US Citizen,No,White,7/7/2014,Production       ,Kissy Sullivan,20.0,LinkedIn,Fully Meets,4.07,4,0,2/28/2019,0,13
+"Cierpiszewski, Caroline  ",10168,0,0,0,5,3,0,64816,0,19,Production Technician I,MA,2044,05/31/88,F,Single,Non-Citizen,No,Black or African American,10/3/2011,Production       ,Ketsia Liebig,19.0,Indeed,Fully Meets,3.58,5,0,1/30/2019,0,3
+"Simard, Kramer",10178,1,1,1,3,3,0,87826,0,9,Data Analyst,MA,2110,02/08/70,M ,Married,US Citizen,Yes,White,1/5/2015,IT/IS,Simon Roup,4.0,Employee Referral,Fully Meets,3.32,3,7,1/14/2019,0,16
+"Meads, Elizabeth",10128,0,0,0,5,3,1,62659,1,19,Production Technician I,MA,1760,05/30/68,F,Single,US Citizen,No,Black or African American,4/2/2012,Production       ,Kelley Spirea,18.0,Diversity Job Fair,Fully Meets,4.18,4,0,2/5/2016,0,17
+"Williams, Jacquelyn  ",10264,0,0,0,5,3,1,59728,1,19,Production Technician I,MA,2109,10/02/69,F,Single,US Citizen,Yes,Black or African American,1/9/2012,Production       ,Ketsia Liebig,19.0,Diversity Job Fair,Fully Meets,4.3,4,0,6/2/2014,0,16
+"DeVito, Tommy",10197,0,0,1,3,3,0,96820,0,4,BI Developer,MA,2045,09/04/83,M ,Single,US Citizen,No,White,2/15/2017,IT/IS,Brian Champaigne,13.0,Indeed,Fully Meets,3.01,5,7,1/23/2019,0,15
+"Miller, Brannon",10116,0,0,1,5,3,0,83667,0,18,Production Manager,MA,2045,08/10/81,M ,Single,US Citizen,yes,Hispanic,8/16/2012,Production       ,Janet King,2.0,Indeed,Fully Meets,4.37,3,0,1/14/2019,0,2
+"Petingill, Shana  ",10217,1,1,0,5,3,0,74226,0,20,Production Technician II,MA,2050,03/10/79,F,Married,Eligible NonCitizen,No,Asian,4/2/2012,Production       ,Brannon Miller,12.0,LinkedIn,Fully Meets,4.3,3,0,1/14/2019,0,14
+"Dougall, Eric",10028,0,0,1,3,4,0,138888,0,13,IT Manager - Support,MA,1886,07/09/70,M ,Single,US Citizen,No,Black or African American,1/5/2014,IT/IS,Jennifer Zamora,5.0,Indeed,Exceeds,4.3,5,5,1/4/2019,0,4
+"Hudson, Jane",10248,0,0,0,5,3,0,55425,0,19,Production Technician I,MA,2176,06/10/86,F,Single,US Citizen,No,White,2/20/2012,Production       ,Ketsia Liebig,19.0,LinkedIn,Fully Meets,4.8,4,0,1/7/2019,0,4
+"Gruber, Hans",10234,1,1,1,3,3,0,99020,0,4,BI Developer,MA,2134,06/30/89,M ,Married,US Citizen,No,Black or African American,4/20/2017,IT/IS,Brian Champaigne,13.0,Indeed,Fully Meets,4.2,5,5,1/28/2019,0,8
+"Miller, Ned",10298,0,0,1,5,1,0,55800,1,20,Production Technician II,MA,2472,06/29/85,M ,Single,US Citizen,No,White,8/15/2011,Production       ,Brannon Miller,12.0,LinkedIn,PIP,3.0,2,0,1/14/2013,6,6
+"O'hare, Lynn",10303,0,0,0,5,1,0,52674,1,19,Production Technician I,MA,2152,09/30/80,F,Single,US Citizen,No,Two or more races,3/31/2014,Production       ,Kissy Sullivan,20.0,LinkedIn,PIP,2.33,2,0,3/9/2018,6,3
+"Carter, Michelle ",10040,0,0,0,6,3,0,71860,0,3,Area Sales Manager,VT,5664,05/15/63,F,Single,US Citizen,No,White,8/18/2014,Sales,John Smith,17.0,Indeed,Fully Meets,5.0,5,0,1/21/2019,0,7
+"Brill, Donna",10177,1,1,0,5,3,0,53492,1,19,Production Technician I,MA,1701,08/24/90,F,Married,US Citizen,No,White,4/2/2012,Production       ,David Stanley,14.0,Google Search,Fully Meets,3.35,4,0,3/4/2013,0,6
+"Carthy, B'rigit",10076,0,0,0,5,3,0,55315,0,20,Production Technician II,MA,2149,05/21/87,F,Single,US Citizen,No,Black or African American,3/30/2015,Production       ,Ketsia Liebig,19.0,LinkedIn,Fully Meets,5.0,5,0,2/7/2019,0,16
+"Homberger, Adrienne  J",10195,1,1,0,5,3,0,63478,1,20,Production Technician II,MA,2445,02/16/84,F,Married,Non-Citizen,No,White,8/15/2011,Production       ,Michael Albert,30.0,Indeed,Fully Meets,3.03,5,0,3/5/2012,0,16
+"Sewkumar, Nori",10071,0,0,0,5,3,0,50923,0,19,Production Technician I,MA,2191,03/10/75,F,Single,US Citizen,No,Asian,9/30/2013,Production       ,Webster Butler,,Google Search,Fully Meets,5.0,5,0,2/6/2019,0,14
+"Gerke, Melisa",10122,0,2,0,5,3,1,51505,1,19,Production Technician I,MA,2330,05/15/70,F,Divorced,US Citizen,No,Black or African American,11/7/2011,Production       ,Elijiah Gray,16.0,Diversity Job Fair,Fully Meets,4.24,4,0,4/29/2016,0,2
+"Mahoney, Lauren  ",10219,0,0,0,5,3,0,45395,0,19,Production Technician I,MA,2189,07/07/86,F,Single,US Citizen,No,White,1/6/2014,Production       ,Ketsia Liebig,19.0,LinkedIn,Fully Meets,4.6,4,0,2/26/2019,0,14
+"Hankard, Earnest",10074,0,0,1,5,3,0,64246,0,20,Production Technician II,MA,2155,08/10/88,M ,Single,US Citizen,Yes,White,11/11/2013,Production       ,Kelley Spirea,18.0,LinkedIn,Fully Meets,5.0,3,0,1/8/2019,0,20
+"Chang, Donovan  E",10154,0,0,1,5,3,0,60380,0,19,Production Technician I,MA,1845,08/24/83,M ,Single,US Citizen,No,White,7/8/2013,Production       ,Webster Butler,,LinkedIn,Fully Meets,3.8,5,0,1/14/2019,0,4
+"Houlihan, Debra",10272,1,1,0,6,3,0,180000,0,11,Director of Sales,RI,2908,03/17/66,F,Married,US Citizen,No,White,5/5/2014,Sales,Janet King,2.0,LinkedIn,Fully Meets,4.5,4,0,1/21/2019,0,19
+"Blount, Dianna",10294,0,0,0,5,2,0,66441,0,20,Production Technician II,MA,2171,09/21/90,F,Single,US Citizen,No,White,4/4/2011,Production       ,Michael Albert,22.0,CareerBuilder,Needs Improvement,2.0,3,0,2/27/2019,2,3
+"Knapp, Bradley  J",10208,0,0,1,5,3,0,46654,0,19,Production Technician I,MA,1721,11/10/77,M ,Single,US Citizen,No,Black or African American,2/17/2014,Production       ,Ketsia Liebig,19.0,LinkedIn,Fully Meets,3.1,3,0,2/6/2019,0,3
+"Gentry, Mildred",10159,1,1,0,5,3,0,51337,0,19,Production Technician I,MA,2145,10/01/90,F,Married,US Citizen,No,Black or African American,3/30/2015,Production       ,Michael Albert,22.0,LinkedIn,Fully Meets,3.73,3,0,1/16/2019,0,19
+"MacLennan, Samuel",10191,0,4,1,5,3,0,52788,1,19,Production Technician I,MA,1938,11/09/72,M ,Widowed,US Citizen,No,White,9/24/2012,Production       ,Amy Dunn,11.0,Indeed,Fully Meets,3.08,4,0,4/1/2017,0,18
+"Kretschmer, John",10176,1,1,1,5,3,0,63973,0,19,Production Technician I,MA,1801,02/02/80,M ,Married,US Citizen,No,Asian,1/10/2011,Production       ,Brannon Miller,12.0,Indeed,Fully Meets,3.38,3,0,1/21/2019,0,17
+"Patronick, Lucas",10005,0,0,1,4,4,1,108987,1,24,Software Engineer,MA,1844,02/20/79,M ,Single,US Citizen,No,Black or African American,11/7/2011,Software Engineering,Alex Sweetwater,10.0,Diversity Job Fair,Exceeds,5.0,5,3,8/16/2015,0,13
+"Sutwell, Barbara",10209,0,0,0,5,3,0,59238,0,19,Production Technician I,MA,2718,08/15/68,F,Single,Eligible NonCitizen,No,Asian,5/14/2012,Production       ,Elijiah Gray,16.0,Indeed,Fully Meets,3.4,5,0,1/31/2019,0,13
+"Candie, Calvin",10001,0,0,1,5,4,0,72640,0,18,Production Manager,MA,2169,08/09/83,M ,Single,US Citizen,No,White,1/28/2016,Production       ,Janet King,2.0,Indeed,Exceeds,5.0,3,0,2/22/2019,0,14
+"Smith, Joe",10027,0,0,1,5,4,0,60656,0,20,Production Technician II,MA,2045,10/30/63,M ,Single,US Citizen,No,White,9/29/2014,Production       ,Elijiah Gray,16.0,Indeed,Exceeds,4.3,3,0,1/28/2019,0,4
+"Winthrop, Jordan  ",10033,0,0,1,5,4,0,70507,1,20,Production Technician II,MA,2045,11/07/58,M ,Single,US Citizen,No,White,1/7/2013,Production       ,Brannon Miller,12.0,LinkedIn,Exceeds,5.0,3,0,1/19/2016,0,7
+"Harrison, Kara",10007,1,1,0,5,4,0,62065,0,19,Production Technician I,MA,1886,05/02/74,F,Married,US Citizen,No,White,5/12/2014,Production       ,Amy Dunn,11.0,CareerBuilder,Exceeds,4.76,4,0,2/15/2019,0,5
+"Wallace, Theresa",10293,0,0,0,5,2,0,50274,1,19,Production Technician I,MA,1887,08/02/80,F,Single,US Citizen,No,White,8/13/2012,Production       ,Elijiah Gray,16.0,CareerBuilder,Needs Improvement,2.5,3,0,9/5/2014,6,13
+"Leruth, Giovanni",10103,0,3,1,6,3,0,70468,0,3,Area Sales Manager,UT,84111,12/27/88,M ,Separated,US Citizen,No,Black or African American,4/30/2012,Sales,John Smith,17.0,Website,Fully Meets,4.53,3,0,1/29/2019,0,16
+"True, Edward",10102,0,0,1,4,3,1,100416,1,24,Software Engineer,MA,2451,06/14/83,M ,Single,Non-Citizen,No,Black or African American,2/18/2013,Software Engineering,Alex Sweetwater,10.0,Diversity Job Fair,Fully Meets,4.6,3,4,2/12/2017,0,9
+"Burke, Joelle",10107,0,0,0,5,3,0,63763,0,20,Production Technician II,MA,2148,03/02/80,F,Single,US Citizen,No,Black or African American,3/5/2012,Production       ,Amy Dunn,11.0,Employee Referral,Fully Meets,4.51,4,0,2/21/2019,0,3
+"Lundy, Susan",10096,0,4,0,5,3,0,67237,1,20,Production Technician II,MA,2122,12/26/76,F,Widowed,US Citizen,No,White,7/8/2013,Production       ,Michael Albert,22.0,LinkedIn,Fully Meets,4.65,4,0,6/10/2016,0,15
+"Nguyen, Dheepa",10042,0,0,0,6,3,0,63695,0,3,Area Sales Manager,GA,30428,03/31/89,F,Single,US Citizen,No,Two or more races,7/8/2013,Sales,Lynn Daneault,21.0,Indeed,Fully Meets,5.0,5,0,1/25/2019,0,2
+"Beatrice, Courtney ",10055,0,0,0,5,3,0,59026,0,19,Production Technician I,MA,1915,10/27/70,F,Single,Eligible NonCitizen,No,White,4/4/2011,Production       ,Elijiah Gray,16.0,Google Search,Fully Meets,5.0,5,0,1/14/2019,0,12
+"Trzeciak, Cybil",10270,0,0,0,5,3,0,74813,1,20,Production Technician II,MA,1778,03/15/85,F,Single,US Citizen,No,White,1/10/2011,Production       ,Amy Dunn,11.0,LinkedIn,Fully Meets,4.4,3,0,1/5/2014,0,5
+"Biden, Lowan  M",10226,0,2,0,5,3,0,64919,0,19,Production Technician I,MA,2027,12/27/58,F,Divorced,US Citizen,No,Asian,8/19/2013,Production       ,Ketsia Liebig,19.0,Indeed,Fully Meets,4.2,3,0,1/10/2019,0,2
+"Terry, Sharlene ",10161,0,0,0,6,3,0,58370,0,3,Area Sales Manager,OR,97756,05/07/65,F,Single,US Citizen,No,Black or African American,9/29/2014,Sales,Lynn Daneault,21.0,Indeed,Fully Meets,3.69,3,0,1/28/2019,0,18
+"Singh, Nan ",10039,0,0,0,1,3,0,51920,0,2,Administrative Assistant,MA,2330,05/19/88,F,Single,US Citizen,No,White,5/1/2015,Admin Offices,Brandon R. LeBlanc,1.0,Website,Fully Meets,5.0,3,5,1/15/2019,0,2
+"Guilianno, Mike",10109,0,0,1,6,3,0,71707,1,3,Area Sales Manager,TN,37129,02/09/69,M ,Single,US Citizen,No,Two or more races,3/7/2012,Sales,John Smith,17.0,LinkedIn,Fully Meets,4.5,5,0,2/1/2013,0,20
+"Leach, Dallas",10087,0,0,0,5,3,0,63676,1,19,Production Technician I,MA,1810,01/17/79,F,Single,US Citizen,No,Asian,9/26/2011,Production       ,Kissy Sullivan,20.0,CareerBuilder,Fully Meets,4.88,3,0,7/2/2017,0,17
+"Motlagh,  Dawn",10254,0,2,0,5,3,0,63430,0,19,Production Technician I,MA,2453,07/07/84,F,Divorced,US Citizen,No,White,4/1/2013,Production       ,Elijiah Gray,16.0,LinkedIn,Fully Meets,4.4,4,0,1/17/2019,0,18
+"Sadki, Nore  ",10260,0,0,1,5,3,0,46428,1,19,Production Technician I,MA,2148,12/21/74,M ,Single,US Citizen,No,White,1/5/2009,Production       ,Michael Albert,22.0,Google Search,Fully Meets,4.6,5,0,2/5/2018,0,7
+"Immediato, Walter",10289,1,1,1,5,2,0,83082,1,18,Production Manager,MA,2128,11/15/76,M ,Married,US Citizen,No,Asian,2/21/2011,Production       ,Janet King,2.0,Indeed,Needs Improvement,2.34,2,0,4/12/2012,3,4
+"Panjwani, Nina",10148,1,1,0,5,3,0,63515,1,19,Production Technician I,MA,2351,05/01/79,F,Married,US Citizen,No,White,2/7/2011,Production       ,Elijiah Gray,16.0,Google Search,Fully Meets,3.89,4,0,3/4/2013,0,7
+"Keatts, Kramer ",10192,0,0,1,5,3,0,50482,0,19,Production Technician I,MA,1887,01/19/76,M ,Single,US Citizen,No,White,9/30/2013,Production       ,Michael Albert,22.0,Indeed,Fully Meets,3.07,4,0,1/23/2019,0,10
+"Thibaud, Kenneth",10268,0,4,1,5,3,0,67176,1,20,Production Technician II,MA,2472,09/16/75,M ,Widowed,US Citizen,No,White,6/25/2007,Production       ,Webster Butler,39.0,Other,Fully Meets,4.1,4,0,7/14/2010,0,15
+"Robinson, Alain  ",10047,1,1,1,5,3,0,50428,1,19,Production Technician I,MA,1420,01/07/74,M ,Married,US Citizen,No,Black or African American,1/10/2011,Production       ,Amy Dunn,11.0,Indeed,Fully Meets,5.0,3,0,1/10/2015,0,11
+"Lajiri,  Jyoti",10113,1,1,1,3,3,0,93206,0,28,Sr. Network Engineer,MA,2169,04/23/86,M ,Married,US Citizen,No,White,11/10/2014,IT/IS,Peter Monroe,7.0,Employee Referral,Fully Meets,4.46,5,6,1/7/2019,0,7
+"LeBlanc, Brandon  R",10134,1,1,1,1,3,0,93046,0,23,Shared Services Manager,MA,1460,06/10/84,M ,Married,US Citizen,No,White,1/5/2016,Admin Offices,Janet King,2.0,CareerBuilder,Fully Meets,4.1,4,0,1/28/2019,0,20
+"Petrowsky, Thelma",10016,1,1,0,3,4,0,93554,0,9,Data Analyst,MA,1886,09/16/84,F,Married,US Citizen,No,Black or African American,11/10/2014,IT/IS,Simon Roup,4.0,Employee Referral,Exceeds,4.6,5,7,1/4/2019,0,16
+"Exantus, Susan",10290,1,1,0,4,2,0,99280,1,24,Software Engineer,MA,1749,05/15/87,F,Married,US Citizen,No,Black or African American,5/2/2011,Software Engineering,Alex Sweetwater,10.0,Indeed,Needs Improvement,2.1,5,4,8/10/2012,4,19
+"Oliver, Brooke ",10078,1,1,0,5,3,0,71966,1,20,Production Technician II,MA,2492,02/11/52,F,Married,US Citizen,No,Asian,5/14/2012,Production       ,Webster Butler,39.0,LinkedIn,Fully Meets,5.0,3,0,7/2/2013,0,17
+"Moran, Patrick",10223,0,0,1,5,3,1,72106,0,20,Production Technician II,MA,2127,12/03/76,M ,Single,US Citizen,No,Black or African American,1/9/2012,Production       ,Kelley Spirea,18.0,Diversity Job Fair,Fully Meets,4.1,4,0,1/31/2019,0,12
+"Smith, John",10291,0,2,1,6,2,1,72992,0,21,Sales Manager,MA,1886,08/16/84,M ,Divorced,US Citizen,No,Black or African American,5/18/2014,Sales,Debra Houlihan,15.0,Diversity Job Fair,Needs Improvement,2.4,4,0,1/16/2019,2,16
+"Onque, Jasmine",10121,0,0,0,6,3,0,63051,0,3,Area Sales Manager,FL,33174,05/11/90,F,Single,US Citizen,Yes,White,9/30/2013,Sales,Lynn Daneault,21.0,Indeed,Fully Meets,4.28,3,0,1/25/2019,0,1
+"Stoica, Rick",10266,1,1,1,5,3,0,61355,0,19,Production Technician I,MA,2301,03/14/85,M ,Married,US Citizen,No,Asian,2/17/2014,Production       ,Kelley Spirea,18.0,LinkedIn,Fully Meets,4.7,3,0,1/11/2019,0,4
+"Andreola, Colby",10194,0,0,0,4,3,0,95660,0,24,Software Engineer,MA,2110,05/24/79,F,Single,US Citizen,No,White,11/10/2014,Software Engineering,Alex Sweetwater,10.0,LinkedIn,Fully Meets,3.04,3,4,1/2/2019,0,19
+"Gordon, David",10051,1,1,1,5,3,0,48285,0,19,Production Technician I,MA,2169,05/21/79,M ,Married,US Citizen,No,White,7/2/2012,Production       ,David Stanley,14.0,LinkedIn,Fully Meets,5.0,3,0,1/14/2019,0,2
+"Foss, Jason",10015,0,0,1,3,4,0,178000,0,12,IT Director,MA,1460,07/05/80,M ,Single,US Citizen,No,Black or African American,4/15/2011,IT/IS,Jennifer Zamora,5.0,Indeed,Exceeds,5.0,5,5,1/7/2019,0,15
+"Sparks, Taylor  ",10302,1,1,0,5,1,0,64021,0,19,Production Technician I,MA,2093,07/20/68,F,Married,US Citizen,No,White,2/20/2012,Production       ,Brannon Miller,12.0,Indeed,PIP,2.4,2,1,2/25/2019,6,20
+"Hitchcock, Alfred",10167,1,1,1,6,3,0,70545,0,3,Area Sales Manager,NH,3062,09/14/88,M ,Married,US Citizen,No,American Indian or Alaska Native,8/18/2014,Sales,John Smith,17.0,Indeed,Fully Meets,3.6,5,0,1/30/2019,0,9
+"Mangal, Debbie",10279,1,1,0,5,3,0,61349,0,19,Production Technician I,MA,2451,11/07/74,F,Married,US Citizen,No,White,11/11/2013,Production       ,Brannon Miller,12.0,LinkedIn,Fully Meets,4.1,3,0,1/22/2019,0,11
+"Bernstein, Sean",10046,0,0,1,5,3,0,51044,0,19,Production Technician I,MA,2072,12/22/70,M ,Single,US Citizen,Yes,White,4/2/2012,Production       ,Amy Dunn,11.0,Google Search,Fully Meets,5.0,3,0,1/14/2019,0,13
+"Cornett, Lisa ",10094,1,1,0,5,3,0,63381,0,19,Production Technician I,MA,2189,03/31/77,F,Married,US Citizen,Yes,White,1/5/2015,Production       ,Kelley Spirea,18.0,Indeed,Fully Meets,4.73,5,0,2/14/2019,0,6
+"Cross, Noah",10083,0,0,1,3,3,0,92329,0,28,Sr. Network Engineer,CT,6278,09/09/65,M ,Single,US Citizen,No,White,11/10/2014,IT/IS,Peter Monroe,7.0,Employee Referral,Fully Meets,5.0,3,4,1/2/2019,0,5
+"Booth, Frank",10199,0,0,1,3,3,0,103613,1,30,Enterprise Architect,CT,6033,07/30/64,M ,Single,US Citizen,No,Black or African American,2/17/2014,IT/IS,Simon Roup,4.0,LinkedIn,Fully Meets,3.5,5,7,1/10/2016,0,2
+"Faller, Megan ",10263,1,1,0,5,3,0,71776,0,20,Production Technician II,MA,1824,09/22/78,F,Married,US Citizen,No,Black or African American,7/7/2014,Production       ,Elijiah Gray,16.0,LinkedIn,Fully Meets,4.4,5,0,2/22/2019,0,17
+"Salter, Jason",10229,0,2,1,3,3,0,88527,1,9,Data Analyst ,MA,2452,12/17/87,M ,Divorced,US Citizen,No,Black or African American,1/5/2015,IT/IS,Simon Roup,4.0,LinkedIn,Fully Meets,4.2,3,5,4/20/2015,0,2
+"Smith, Leigh Ann",10153,1,1,0,1,3,1,55000,1,2,Administrative Assistant,MA,1844,06/14/87,F,Married,US Citizen,No,Black or African American,9/26/2011,Admin Offices,Brandon R. LeBlanc,1.0,Diversity Job Fair,Fully Meets,3.8,4,4,8/15/2013,0,17
+"Lunquist, Lisa",10035,0,0,0,5,4,0,73330,0,20,Production Technician II,MA,2324,03/28/82,F,Single,US Citizen,No,Black or African American,8/19/2013,Production       ,Elijiah Gray,16.0,Indeed,Exceeds,4.2,4,0,2/12/2019,0,19
+"Erilus, Angela",10299,0,3,0,5,1,0,56847,0,20,Production Technician II,MA,2133,08/25/89,F,Separated,US Citizen,No,White,7/7/2014,Production       ,Michael Albert,22.0,Indeed,PIP,3.0,1,0,2/25/2019,2,5
+"DeGweck,  James",10070,1,1,1,5,3,0,55722,1,19,Production Technician I,MA,1810,10/31/77,M ,Married,US Citizen,No,White,5/16/2011,Production       ,Webster Butler,39.0,Indeed,Fully Meets,5.0,4,0,4/2/2016,0,14
+"Gill, Whitney  ",10142,0,4,0,6,3,0,59370,1,3,Area Sales Manager,OH,43050,07/10/71,F,Widowed,US Citizen,No,Black or African American,7/7/2014,Sales,John Smith,17.0,CareerBuilder,Fully Meets,3.97,4,0,1/15/2014,0,7
+"Myers, Michael",10216,0,0,1,5,3,0,57575,0,19,Production Technician I,MA,1550,04/18/80,M ,Single,US Citizen,No,Asian,7/8/2013,Production       ,Kissy Sullivan,20.0,LinkedIn,Fully Meets,4.1,4,0,1/22/2019,0,13
+"Barone, Francesco  A",10265,0,0,1,5,3,0,58709,0,19,Production Technician I,MA,1810,07/20/83,M ,Single,US Citizen,No,Two or more races,2/20/2012,Production       ,Kelley Spirea,18.0,Google Search,Fully Meets,4.6,4,0,2/14/2019,0,7
+"Tavares, Desiree  ",10221,1,1,0,5,3,1,60754,1,19,Production Technician I,MA,1801,04/03/75,F,Married,Non-Citizen,No,Black or African American,4/27/2009,Production       ,Webster Butler,39.0,Diversity Job Fair,Fully Meets,4.5,5,0,2/15/2012,0,11
+"Gaul, Barbara",10257,0,0,0,5,3,0,53171,0,19,Production Technician I,MA,2121,12/02/83,F,Single,US Citizen,Yes,Black or African American,5/16/2011,Production       ,Kelley Spirea,18.0,LinkedIn,Fully Meets,4.2,4,0,2/26/2019,0,12
+"Turpin, Jumil",10045,1,1,1,3,3,0,76029,0,15,Network Engineer,MA,2343,03/31/69,M ,Married,Eligible NonCitizen,No,White,3/30/2015,IT/IS,Peter Monroe,7.0,Employee Referral,Fully Meets,5.0,4,7,1/14/2019,0,8
+"Hendrickson, Trina",10075,0,0,0,5,3,0,68099,1,20,Production Technician II,MA,2021,08/27/72,F,Single,US Citizen,No,White,1/10/2011,Production       ,Kelley Spirea,18.0,CareerBuilder,Fully Meets,5.0,3,0,1/30/2013,0,15
+"Peters, Lauren",10032,1,1,0,5,4,0,57954,1,20,Production Technician II,MA,1886,08/17/86,F,Married,US Citizen,No,White,5/16/2011,Production       ,Ketsia Liebig,19.0,Indeed,Exceeds,4.2,5,0,1/10/2013,0,12
+"Cloninger, Jennifer",10275,1,1,0,5,3,0,64066,1,20,Production Technician II,MA,1752,08/31/81,F,Married,US Citizen,No,White,5/16/2011,Production       ,Brannon Miller,12.0,Google Search,Fully Meets,4.2,5,0,5/3/2012,0,9
+"Garcia, Raul",10111,0,0,1,5,3,0,52249,0,19,Production Technician I,MA,1905,09/15/85,M ,Single,US Citizen,Yes,White,3/30/2015,Production       ,David Stanley,14.0,Employee Referral,Fully Meets,4.5,3,0,2/18/2019,0,5
+"Sullivan, Timothy",10117,1,1,1,5,3,0,63025,0,19,Production Technician I,MA,2747,10/07/82,M ,Married,US Citizen,Yes,White,1/5/2015,Production       ,Michael Albert,22.0,Google Search,Fully Meets,4.36,5,0,1/24/2019,0,10
+"Desimone, Carl ",10310,1,1,1,5,1,0,53189,0,19,Production Technician I,MA,2061,04/19/67,M ,Married,US Citizen,No,White,7/7/2014,Production       ,Amy Dunn,11.0,Indeed,PIP,1.12,2,0,1/31/2019,4,9
+"Ngodup, Shari ",10037,0,3,0,5,4,1,52984,0,19,Production Technician I,MA,1810,06/03/67,F,Separated,US Citizen,No,Black or African American,4/1/2013,Production       ,Brannon Miller,12.0,Diversity Job Fair,Exceeds,4.0,3,0,2/13/2019,0,12
+"Sahoo, Adil",10233,1,1,1,5,3,0,57975,0,20,Production Technician II,MA,2062,04/26/86,M ,Married,US Citizen,No,White,8/30/2010,Production       ,Kelley Spirea,18.0,CareerBuilder,Fully Meets,4.1,3,0,1/10/2019,0,13
+"Pitt, Brad ",10164,0,0,1,5,3,0,47001,0,19,Production Technician I,MA,2451,11/23/81,M ,Single,US Citizen,No,White,11/5/2007,Production       ,David Stanley,14.0,Google Search,Fully Meets,3.66,3,0,2/25/2019,0,15
+"Fidelia,  Libby",10049,1,1,0,5,3,0,58530,0,19,Production Technician I,MA,2155,03/16/81,F,Married,US Citizen,No,White,1/9/2012,Production       ,Brannon Miller,12.0,Google Search,Fully Meets,5.0,5,0,1/29/2019,0,19
+"Lydon, Allison",10057,1,1,0,5,3,0,52057,0,19,Production Technician I,MA,2122,10/22/75,F,Married,US Citizen,No,Black or African American,2/16/2015,Production       ,Elijiah Gray,16.0,Website,Fully Meets,5.0,3,0,1/23/2019,0,6
+"Gross, Paula",10059,0,2,0,5,3,0,63813,1,19,Production Technician I,MA,2176,05/21/83,F,Divorced,US Citizen,No,White,2/21/2011,Production       ,Kelley Spirea,18.0,CareerBuilder,Fully Meets,5.0,5,0,6/3/2013,0,17
+"Szabo, Andrew",10024,0,0,1,4,4,0,92989,0,24,Software Engineer,MA,2140,05/06/83,M ,Single,US Citizen,No,White,7/7/2014,Software Engineering,Alex Sweetwater,10.0,LinkedIn,Exceeds,4.5,5,5,2/18/2019,0,1
diff --git a/decision_making/daily/classification/Human_Resources_Data_Set_B2/info.json b/decision_making/daily/classification/Human_Resources_Data_Set_B2/info.json
index 6e7107628a2c5a3a63ec52b3f1d9263145c0aa2c..76db73f04d0aa5849ab1e71d09fa94b1556d5d75 100644
--- a/decision_making/daily/classification/Human_Resources_Data_Set_B2/info.json
+++ b/decision_making/daily/classification/Human_Resources_Data_Set_B2/info.json
@@ -1,542 +1,508 @@
 {
-    "name": "Human Resources Data Set",
-    "source": "https://www.kaggle.com/datasets/rhuebner/human-resources-data-set/data",
-    "data_intro": "There has been some confusion around licensing for this data set. Dr. Carla Patalano and Dr. Rich Huebner are the original authors of this dataset.",
-    "is_splited": false,
-    "overall_size": 311,
-    "train_size": 0,
-    "test_size": 0,
-    "c_classes": 18,
-    "n_classes": 18,
-    "cat_feature_intro": {
-        "Employee_Name": "The name of the employee.",
-        "Position": "The job title of the employee.",
-        "State": "The state where the employee is located.",
-        "DOB": "The date of birth of the employee.",
-        "Sex": "The gender of the employee.",
-        "MaritalDesc": "The marital status of the employee.",
-        "CitizenDesc": "The citizenship status of the employee.",
-        "HispanicLatino": "Whether the employee is Hispanic or Latino.",
-        "RaceDesc": "The race of the employee.",
-        "DateofHire": "The date the employee was hired.",
-        "DateofTermination": "The date the employee was terminated.",
-        "TermReason": "The reason for the employee's termination.",
-        "EmploymentStatus": "The current employment status of the employee.",
-        "Department": "The department where the employee works.",
-        "ManagerName": "The name of the employee's manager.",
-        "RecruitmentSource": "The source from which the employee was recruited.",
-        "PerformanceScore": "The performance score of the employee.",
-        "LastPerformanceReview_Date": "The date of the employee's last performance review."
-    },
-    "num_feature_intro": {
-        "EmpID": "The unique identifier for the employee.",
-        "MarriedID": "Whether the employee is married (1) or not (0).",
-        "MaritalStatusID": "The unique identifier for the employee's marital status.",
-        "GenderID": "The unique identifier for the employee's gender.",
-        "EmpStatusID": "The unique identifier for the employee's employment status.",
-        "DeptID": "The unique identifier for the employee's department.",
-        "PerfScoreID": "The unique identifier for the employee's performance score.",
-        "FromDiversityJobFairID": "Whether the employee was recruited from a diversity job fair (1) or not (0).",
-        "Salary": "The salary of the employee.",
-        "Termd": "Whether the employee was terminated (1) or not (0).",
-        "PositionID": "The unique identifier for the employee's position.",
-        "Zip": "The ZIP code of the employee's location.",
-        "ManagerID": "The unique identifier for the employee's manager.",
-        "EngagementSurvey": "The engagement survey score of the employee.",
-        "EmpSatisfaction": "The satisfaction score of the employee.",
-        "SpecialProjectsCount": "The number of special projects the employee is involved in.",
-        "DaysLateLast30": "The number of days the employee was late in the last 30 days.",
-        "Absences": "The number of absences of the employee."
-    },
-    "evaluation_metric": "ROC AUC",
-    "task_type": "classification",
-    "target": "Termd",
-    "num_feature_value": {
-        "Absences": [
-            1.0,
-            20.0
-        ],
-        "DaysLateLast30": [
-            0.0,
-            6.0
-        ],
-        "DeptID": [
-            1.0,
-            6.0
-        ],
-        "EmpID": [
-            10001.0,
-            10311.0
-        ],
-        "EmpSatisfaction": [
-            1.0,
-            5.0
-        ],
-        "EmpStatusID": [
-            1.0,
-            5.0
-        ],
-        "EngagementSurvey": [
-            1.12,
-            5.0
-        ],
-        "FromDiversityJobFairID": [
-            0.0,
-            1.0
-        ],
-        "GenderID": [
-            0.0,
-            1.0
-        ],
-        "ManagerID": [
-            1.0,
-            39.0
-        ],
-        "MaritalStatusID": [
-            0.0,
-            4.0
-        ],
-        "MarriedID": [
-            0.0,
-            1.0
-        ],
-        "PerfScoreID": [
-            1.0,
-            4.0
-        ],
-        "PositionID": [
-            1.0,
-            30.0
-        ],
-        "Salary": [
-            45046.0,
-            250000.0
-        ],
-        "SpecialProjectsCount": [
-            0.0,
-            8.0
-        ],
-        "Termd": [
-            0.0,
-            1.0
-        ],
-        "Zip": [
-            1013.0,
-            98052.0
-        ]
-    },
-    "cat_feature_value": {
-        "CitizenDesc": [
-            "Eligible NonCitizen",
-            "Non-Citizen",
-            "US Citizen"
-        ],
-        "DOB": "string",
-        "DateofHire": [
-            "1/10/2011",
-            "1/20/2013",
-            "1/21/2011",
-            "1/28/2016",
-            "1/5/2009",
-            "1/5/2014",
-            "1/5/2015",
-            "1/5/2016",
-            "1/6/2014",
-            "1/7/2008",
-            "1/7/2013",
-            "1/7/2017",
-            "1/8/2009",
-            "1/9/2006",
-            "1/9/2012",
-            "10/2/2012",
-            "10/2/2016",
-            "10/25/2010",
-            "10/26/2009",
-            "10/27/2008",
-            "10/3/2011",
-            "11/10/2014",
-            "11/11/2013",
-            "11/28/2011",
-            "11/5/2007",
-            "11/5/2012",
-            "11/7/2011",
-            "12/1/2014",
-            "2/10/2017",
-            "2/15/2012",
-            "2/15/2017",
-            "2/16/2015",
-            "2/17/2014",
-            "2/18/2013",
-            "2/20/2012",
-            "2/21/2011",
-            "2/7/2011",
-            "3/30/2015",
-            "3/31/2014",
-            "3/5/2012",
-            "3/7/2011",
-            "3/7/2012",
-            "4/1/2013",
-            "4/10/2010",
-            "4/15/2011",
-            "4/2/2012",
-            "4/20/2017",
-            "4/26/2010",
-            "4/27/2009",
-            "4/30/2012",
-            "4/4/2011",
-            "5/1/2010",
-            "5/1/2015",
-            "5/11/2015",
-            "5/11/2016",
-            "5/12/2014",
-            "5/13/2013",
-            "5/14/2012",
-            "5/16/2011",
-            "5/18/2014",
-            "5/2/2011",
-            "5/31/2011",
-            "5/5/2014",
-            "6/10/2011",
-            "6/2/2015",
-            "6/25/2007",
-            "6/27/2011",
-            "6/30/2016",
-            "6/5/2015",
-            "6/6/2016",
-            "7/11/2011",
-            "7/2/2012",
-            "7/20/2010",
-            "7/21/2016",
-            "7/4/2016",
-            "7/5/2011",
-            "7/5/2015",
-            "7/6/2009",
-            "7/6/2016",
-            "7/7/2014",
-            "7/8/2013",
-            "7/9/2012",
-            "7/9/2018",
-            "8/1/2011",
-            "8/13/2012",
-            "8/15/2011",
-            "8/16/2012",
-            "8/18/2014",
-            "8/19/2013",
-            "8/30/2010",
-            "9/18/2014",
-            "9/2/2008",
-            "9/24/2012",
-            "9/26/2011",
-            "9/27/2010",
-            "9/29/2014",
-            "9/30/2013",
-            "9/30/2014",
-            "9/5/2012",
-            "9/6/2011",
-            "9/6/2016"
-        ],
-        "DateofTermination": "string",
-        "Department": [
-            "Admin Offices",
-            "Executive Office",
-            "IT/IS",
-            "Production       ",
-            "Sales",
-            "Software Engineering"
-        ],
-        "Employee_Name": "string",
-        "EmploymentStatus": [
-            "Active",
-            "Terminated for Cause",
-            "Voluntarily Terminated"
-        ],
-        "HispanicLatino": [
-            "No",
-            "Yes",
-            "no",
-            "yes"
-        ],
-        "LastPerformanceReview_Date": [
-            "1/10/2013",
-            "1/10/2015",
-            "1/10/2016",
-            "1/10/2019",
-            "1/11/2019",
-            "1/14/2013",
-            "1/14/2019",
-            "1/15/2014",
-            "1/15/2015",
-            "1/15/2017",
-            "1/15/2019",
-            "1/16/2016",
-            "1/16/2019",
-            "1/17/2019",
-            "1/18/2019",
-            "1/19/2016",
-            "1/19/2019",
-            "1/2/2012",
-            "1/2/2019",
-            "1/20/2015",
-            "1/21/2019",
-            "1/22/2019",
-            "1/23/2019",
-            "1/24/2019",
-            "1/25/2019",
-            "1/27/2019",
-            "1/28/2019",
-            "1/29/2019",
-            "1/3/2019",
-            "1/30/2013",
-            "1/30/2016",
-            "1/30/2019",
-            "1/31/2019",
-            "1/4/2015",
-            "1/4/2019",
-            "1/5/2014",
-            "1/6/2012",
-            "1/7/2012",
-            "1/7/2019",
-            "1/8/2019",
-            "10/22/2011",
-            "2/1/2013",
-            "2/1/2015",
-            "2/1/2016",
-            "2/1/2019",
-            "2/10/2013",
-            "2/11/2019",
-            "2/12/2017",
-            "2/12/2019",
-            "2/13/2018",
-            "2/13/2019",
-            "2/14/2018",
-            "2/14/2019",
-            "2/15/2012",
-            "2/15/2015",
-            "2/15/2017",
-            "2/15/2019",
-            "2/18/2019",
-            "2/19/2019",
-            "2/2/2015",
-            "2/20/2012",
-            "2/20/2013",
-            "2/20/2014",
-            "2/21/2019",
-            "2/22/2019",
-            "2/24/2016",
-            "2/25/2019",
-            "2/26/2019",
-            "2/27/2019",
-            "2/28/2019",
-            "2/3/2016",
-            "2/4/2016",
-            "2/4/2018",
-            "2/4/2019",
-            "2/5/2016",
-            "2/5/2018",
-            "2/5/2019",
-            "2/6/2011",
-            "2/6/2015",
-            "2/6/2019",
-            "2/7/2019",
-            "2/8/2019",
-            "3/1/2015",
-            "3/10/2015",
-            "3/2/2013",
-            "3/2/2015",
-            "3/2/2016",
-            "3/2/2017",
-            "3/2/2018",
-            "3/30/2013",
-            "3/30/2015",
-            "3/4/2013",
-            "3/4/2014",
-            "3/5/2012",
-            "3/5/2015",
-            "3/6/2011",
-            "3/6/2016",
-            "3/9/2018",
-            "4/1/2017",
-            "4/12/2012",
-            "4/12/2018",
-            "4/15/2015",
-            "4/18/2017",
-            "4/19/2014",
-            "4/2/2013",
-            "4/2/2015",
-            "4/2/2016",
-            "4/2/2018",
-            "4/20/2015",
-            "4/29/2016",
-            "4/5/2013",
-            "4/5/2016",
-            "4/5/2017",
-            "4/6/2017",
-            "4/9/2017",
-            "5/1/2016",
-            "5/13/2014",
-            "5/15/2012",
-            "5/15/2014",
-            "5/2/2015",
-            "5/3/2012",
-            "5/4/2011",
-            "5/6/2015",
-            "5/6/2016",
-            "6/10/2016",
-            "6/2/2014",
-            "6/3/2013",
-            "7/14/2010",
-            "7/2/2012",
-            "7/2/2013",
-            "7/2/2017",
-            "7/2/2018",
-            "8/10/2012",
-            "8/15/2013",
-            "8/16/2015",
-            "9/2/2015",
-            "9/5/2014"
-        ],
-        "ManagerName": [
-            "Alex Sweetwater",
-            "Amy Dunn",
-            "Board of Directors",
-            "Brandon R. LeBlanc",
-            "Brannon Miller",
-            "Brian Champaigne",
-            "David Stanley",
-            "Debra Houlihan",
-            "Elijiah Gray",
-            "Eric Dougall",
-            "Janet King",
-            "Jennifer Zamora",
-            "John Smith",
-            "Kelley Spirea",
-            "Ketsia Liebig",
-            "Kissy Sullivan",
-            "Lynn Daneault",
-            "Michael Albert",
-            "Peter Monroe",
-            "Simon Roup",
-            "Webster Butler"
-        ],
-        "MaritalDesc": [
-            "Divorced",
-            "Married",
-            "Separated",
-            "Single",
-            "Widowed"
-        ],
-        "PerformanceScore": [
-            "Exceeds",
-            "Fully Meets",
-            "Needs Improvement",
-            "PIP"
-        ],
-        "Position": [
-            "Accountant I",
-            "Administrative Assistant",
-            "Area Sales Manager",
-            "BI Developer",
-            "BI Director",
-            "CIO",
-            "Data Analyst",
-            "Data Analyst ",
-            "Data Architect",
-            "Database Administrator",
-            "Director of Operations",
-            "Director of Sales",
-            "Enterprise Architect",
-            "IT Director",
-            "IT Manager - DB",
-            "IT Manager - Infra",
-            "IT Manager - Support",
-            "IT Support",
-            "Network Engineer",
-            "President & CEO",
-            "Principal Data Architect",
-            "Production Manager",
-            "Production Technician I",
-            "Production Technician II",
-            "Sales Manager",
-            "Senior BI Developer",
-            "Shared Services Manager",
-            "Software Engineer",
-            "Software Engineering Manager",
-            "Sr. Accountant",
-            "Sr. DBA",
-            "Sr. Network Engineer"
-        ],
-        "RaceDesc": [
-            "American Indian or Alaska Native",
-            "Asian",
-            "Black or African American",
-            "Hispanic",
-            "Two or more races",
-            "White"
-        ],
-        "RecruitmentSource": [
-            "CareerBuilder",
-            "Diversity Job Fair",
-            "Employee Referral",
-            "Google Search",
-            "Indeed",
-            "LinkedIn",
-            "On-line Web application",
-            "Other",
-            "Website"
-        ],
-        "Sex": [
-            "F",
-            "M "
-        ],
-        "State": [
-            "AL",
-            "AZ",
-            "CA",
-            "CO",
-            "CT",
-            "FL",
-            "GA",
-            "ID",
-            "IN",
-            "KY",
-            "MA",
-            "ME",
-            "MT",
-            "NC",
-            "ND",
-            "NH",
-            "NV",
-            "NY",
-            "OH",
-            "OR",
-            "PA",
-            "RI",
-            "TN",
-            "TX",
-            "UT",
-            "VA",
-            "VT",
-            "WA"
-        ],
-        "TermReason": [
-            "Another position",
-            "Fatal attraction",
-            "Learned that he is a gangster",
-            "N/A-StillEmployed",
-            "attendance",
-            "career change",
-            "gross misconduct",
-            "hours",
-            "maternity leave - did not return",
-            "medical issues",
-            "military",
-            "more money",
-            "no-call, no-show",
-            "performance",
-            "relocation out of area",
-            "retiring",
-            "return to school",
-            "unhappy"
-        ]
-    }
-}
\ No newline at end of file
+  "name": "Human Resources Data Set",
+  "source": "https://www.kaggle.com/datasets/rhuebner/human-resources-data-set/data",
+  "data_intro": "There has been some confusion around licensing for this data set. Dr. Carla Patalano and Dr. Rich Huebner are the original authors of this dataset.",
+  "is_splited": false,
+  "overall_size": 311,
+  "train_size": 0,
+  "test_size": 0,
+  "c_classes": 15,
+  "n_classes": 17,
+  "cat_feature_intro": {
+    "Employee_Name": "The name of the employee.",
+    "Position": "The job title of the employee.",
+    "State": "The state where the employee is located.",
+    "DOB": "The date of birth of the employee.",
+    "Sex": "The gender of the employee.",
+    "MaritalDesc": "The marital status of the employee.",
+    "CitizenDesc": "The citizenship status of the employee.",
+    "HispanicLatino": "Whether the employee is Hispanic or Latino.",
+    "RaceDesc": "The race of the employee.",
+    "DateofHire": "The date the employee was hired.",
+    "Department": "The department where the employee works.",
+    "ManagerName": "The name of the employee's manager.",
+    "RecruitmentSource": "The source from which the employee was recruited.",
+    "PerformanceScore": "The performance score of the employee.",
+    "LastPerformanceReview_Date": "The date of the employee's last performance review."
+  },
+  "num_feature_intro": {
+    "EmpID": "The unique identifier for the employee.",
+    "MarriedID": "Whether the employee is married (1) or not (0).",
+    "MaritalStatusID": "The unique identifier for the employee's marital status.",
+    "GenderID": "The unique identifier for the employee's gender.",
+    "DeptID": "The unique identifier for the employee's department.",
+    "PerfScoreID": "The unique identifier for the employee's performance score.",
+    "FromDiversityJobFairID": "Whether the employee was recruited from a diversity job fair (1) or not (0).",
+    "Salary": "The salary of the employee.",
+    "Termd": "Whether the employee was terminated (1) or not (0).",
+    "PositionID": "The unique identifier for the employee's position.",
+    "Zip": "The ZIP code of the employee's location.",
+    "ManagerID": "The unique identifier for the employee's manager.",
+    "EngagementSurvey": "The engagement survey score of the employee.",
+    "EmpSatisfaction": "The satisfaction score of the employee.",
+    "SpecialProjectsCount": "The number of special projects the employee is involved in.",
+    "DaysLateLast30": "The number of days the employee was late in the last 30 days.",
+    "Absences": "The number of absences of the employee."
+  },
+  "evaluation_metric": "ROC AUC",
+  "task_type": "classification",
+  "target": "Termd",
+  "num_feature_value": {
+    "Absences": [
+      1.0,
+      20.0
+    ],
+    "DaysLateLast30": [
+      0.0,
+      6.0
+    ],
+    "DeptID": [
+      1.0,
+      6.0
+    ],
+    "EmpID": [
+      10001.0,
+      10311.0
+    ],
+    "EmpSatisfaction": [
+      1.0,
+      5.0
+    ],
+    "EngagementSurvey": [
+      1.12,
+      5.0
+    ],
+    "FromDiversityJobFairID": [
+      0.0,
+      1.0
+    ],
+    "GenderID": [
+      0.0,
+      1.0
+    ],
+    "ManagerID": [
+      1.0,
+      39.0
+    ],
+    "MaritalStatusID": [
+      0.0,
+      4.0
+    ],
+    "MarriedID": [
+      0.0,
+      1.0
+    ],
+    "PerfScoreID": [
+      1.0,
+      4.0
+    ],
+    "PositionID": [
+      1.0,
+      30.0
+    ],
+    "Salary": [
+      45046.0,
+      250000.0
+    ],
+    "SpecialProjectsCount": [
+      0.0,
+      8.0
+    ],
+    "Termd": [
+      0.0,
+      1.0
+    ],
+    "Zip": [
+      1013.0,
+      98052.0
+    ]
+  },
+  "cat_feature_value": {
+    "CitizenDesc": [
+      "Eligible NonCitizen",
+      "Non-Citizen",
+      "US Citizen"
+    ],
+    "DOB": "string",
+    "DateofHire": [
+      "1/10/2011",
+      "1/20/2013",
+      "1/21/2011",
+      "1/28/2016",
+      "1/5/2009",
+      "1/5/2014",
+      "1/5/2015",
+      "1/5/2016",
+      "1/6/2014",
+      "1/7/2008",
+      "1/7/2013",
+      "1/7/2017",
+      "1/8/2009",
+      "1/9/2006",
+      "1/9/2012",
+      "10/2/2012",
+      "10/2/2016",
+      "10/25/2010",
+      "10/26/2009",
+      "10/27/2008",
+      "10/3/2011",
+      "11/10/2014",
+      "11/11/2013",
+      "11/28/2011",
+      "11/5/2007",
+      "11/5/2012",
+      "11/7/2011",
+      "12/1/2014",
+      "2/10/2017",
+      "2/15/2012",
+      "2/15/2017",
+      "2/16/2015",
+      "2/17/2014",
+      "2/18/2013",
+      "2/20/2012",
+      "2/21/2011",
+      "2/7/2011",
+      "3/30/2015",
+      "3/31/2014",
+      "3/5/2012",
+      "3/7/2011",
+      "3/7/2012",
+      "4/1/2013",
+      "4/10/2010",
+      "4/15/2011",
+      "4/2/2012",
+      "4/20/2017",
+      "4/26/2010",
+      "4/27/2009",
+      "4/30/2012",
+      "4/4/2011",
+      "5/1/2010",
+      "5/1/2015",
+      "5/11/2015",
+      "5/11/2016",
+      "5/12/2014",
+      "5/13/2013",
+      "5/14/2012",
+      "5/16/2011",
+      "5/18/2014",
+      "5/2/2011",
+      "5/31/2011",
+      "5/5/2014",
+      "6/10/2011",
+      "6/2/2015",
+      "6/25/2007",
+      "6/27/2011",
+      "6/30/2016",
+      "6/5/2015",
+      "6/6/2016",
+      "7/11/2011",
+      "7/2/2012",
+      "7/20/2010",
+      "7/21/2016",
+      "7/4/2016",
+      "7/5/2011",
+      "7/5/2015",
+      "7/6/2009",
+      "7/6/2016",
+      "7/7/2014",
+      "7/8/2013",
+      "7/9/2012",
+      "7/9/2018",
+      "8/1/2011",
+      "8/13/2012",
+      "8/15/2011",
+      "8/16/2012",
+      "8/18/2014",
+      "8/19/2013",
+      "8/30/2010",
+      "9/18/2014",
+      "9/2/2008",
+      "9/24/2012",
+      "9/26/2011",
+      "9/27/2010",
+      "9/29/2014",
+      "9/30/2013",
+      "9/30/2014",
+      "9/5/2012",
+      "9/6/2011",
+      "9/6/2016"
+    ],
+    "Department": [
+      "Admin Offices",
+      "Executive Office",
+      "IT/IS",
+      "Production       ",
+      "Sales",
+      "Software Engineering"
+    ],
+    "Employee_Name": "string",
+    "HispanicLatino": [
+      "No",
+      "Yes",
+      "no",
+      "yes"
+    ],
+    "LastPerformanceReview_Date": [
+      "1/10/2013",
+      "1/10/2015",
+      "1/10/2016",
+      "1/10/2019",
+      "1/11/2019",
+      "1/14/2013",
+      "1/14/2019",
+      "1/15/2014",
+      "1/15/2015",
+      "1/15/2017",
+      "1/15/2019",
+      "1/16/2016",
+      "1/16/2019",
+      "1/17/2019",
+      "1/18/2019",
+      "1/19/2016",
+      "1/19/2019",
+      "1/2/2012",
+      "1/2/2019",
+      "1/20/2015",
+      "1/21/2019",
+      "1/22/2019",
+      "1/23/2019",
+      "1/24/2019",
+      "1/25/2019",
+      "1/27/2019",
+      "1/28/2019",
+      "1/29/2019",
+      "1/3/2019",
+      "1/30/2013",
+      "1/30/2016",
+      "1/30/2019",
+      "1/31/2019",
+      "1/4/2015",
+      "1/4/2019",
+      "1/5/2014",
+      "1/6/2012",
+      "1/7/2012",
+      "1/7/2019",
+      "1/8/2019",
+      "10/22/2011",
+      "2/1/2013",
+      "2/1/2015",
+      "2/1/2016",
+      "2/1/2019",
+      "2/10/2013",
+      "2/11/2019",
+      "2/12/2017",
+      "2/12/2019",
+      "2/13/2018",
+      "2/13/2019",
+      "2/14/2018",
+      "2/14/2019",
+      "2/15/2012",
+      "2/15/2015",
+      "2/15/2017",
+      "2/15/2019",
+      "2/18/2019",
+      "2/19/2019",
+      "2/2/2015",
+      "2/20/2012",
+      "2/20/2013",
+      "2/20/2014",
+      "2/21/2019",
+      "2/22/2019",
+      "2/24/2016",
+      "2/25/2019",
+      "2/26/2019",
+      "2/27/2019",
+      "2/28/2019",
+      "2/3/2016",
+      "2/4/2016",
+      "2/4/2018",
+      "2/4/2019",
+      "2/5/2016",
+      "2/5/2018",
+      "2/5/2019",
+      "2/6/2011",
+      "2/6/2015",
+      "2/6/2019",
+      "2/7/2019",
+      "2/8/2019",
+      "3/1/2015",
+      "3/10/2015",
+      "3/2/2013",
+      "3/2/2015",
+      "3/2/2016",
+      "3/2/2017",
+      "3/2/2018",
+      "3/30/2013",
+      "3/30/2015",
+      "3/4/2013",
+      "3/4/2014",
+      "3/5/2012",
+      "3/5/2015",
+      "3/6/2011",
+      "3/6/2016",
+      "3/9/2018",
+      "4/1/2017",
+      "4/12/2012",
+      "4/12/2018",
+      "4/15/2015",
+      "4/18/2017",
+      "4/19/2014",
+      "4/2/2013",
+      "4/2/2015",
+      "4/2/2016",
+      "4/2/2018",
+      "4/20/2015",
+      "4/29/2016",
+      "4/5/2013",
+      "4/5/2016",
+      "4/5/2017",
+      "4/6/2017",
+      "4/9/2017",
+      "5/1/2016",
+      "5/13/2014",
+      "5/15/2012",
+      "5/15/2014",
+      "5/2/2015",
+      "5/3/2012",
+      "5/4/2011",
+      "5/6/2015",
+      "5/6/2016",
+      "6/10/2016",
+      "6/2/2014",
+      "6/3/2013",
+      "7/14/2010",
+      "7/2/2012",
+      "7/2/2013",
+      "7/2/2017",
+      "7/2/2018",
+      "8/10/2012",
+      "8/15/2013",
+      "8/16/2015",
+      "9/2/2015",
+      "9/5/2014"
+    ],
+    "ManagerName": [
+      "Alex Sweetwater",
+      "Amy Dunn",
+      "Board of Directors",
+      "Brandon R. LeBlanc",
+      "Brannon Miller",
+      "Brian Champaigne",
+      "David Stanley",
+      "Debra Houlihan",
+      "Elijiah Gray",
+      "Eric Dougall",
+      "Janet King",
+      "Jennifer Zamora",
+      "John Smith",
+      "Kelley Spirea",
+      "Ketsia Liebig",
+      "Kissy Sullivan",
+      "Lynn Daneault",
+      "Michael Albert",
+      "Peter Monroe",
+      "Simon Roup",
+      "Webster Butler"
+    ],
+    "MaritalDesc": [
+      "Divorced",
+      "Married",
+      "Separated",
+      "Single",
+      "Widowed"
+    ],
+    "PerformanceScore": [
+      "Exceeds",
+      "Fully Meets",
+      "Needs Improvement",
+      "PIP"
+    ],
+    "Position": [
+      "Accountant I",
+      "Administrative Assistant",
+      "Area Sales Manager",
+      "BI Developer",
+      "BI Director",
+      "CIO",
+      "Data Analyst",
+      "Data Analyst ",
+      "Data Architect",
+      "Database Administrator",
+      "Director of Operations",
+      "Director of Sales",
+      "Enterprise Architect",
+      "IT Director",
+      "IT Manager - DB",
+      "IT Manager - Infra",
+      "IT Manager - Support",
+      "IT Support",
+      "Network Engineer",
+      "President & CEO",
+      "Principal Data Architect",
+      "Production Manager",
+      "Production Technician I",
+      "Production Technician II",
+      "Sales Manager",
+      "Senior BI Developer",
+      "Shared Services Manager",
+      "Software Engineer",
+      "Software Engineering Manager",
+      "Sr. Accountant",
+      "Sr. DBA",
+      "Sr. Network Engineer"
+    ],
+    "RaceDesc": [
+      "American Indian or Alaska Native",
+      "Asian",
+      "Black or African American",
+      "Hispanic",
+      "Two or more races",
+      "White"
+    ],
+    "RecruitmentSource": [
+      "CareerBuilder",
+      "Diversity Job Fair",
+      "Employee Referral",
+      "Google Search",
+      "Indeed",
+      "LinkedIn",
+      "On-line Web application",
+      "Other",
+      "Website"
+    ],
+    "Sex": [
+      "F",
+      "M "
+    ],
+    "State": [
+      "AL",
+      "AZ",
+      "CA",
+      "CO",
+      "CT",
+      "FL",
+      "GA",
+      "ID",
+      "IN",
+      "KY",
+      "MA",
+      "ME",
+      "MT",
+      "NC",
+      "ND",
+      "NH",
+      "NV",
+      "NY",
+      "OH",
+      "OR",
+      "PA",
+      "RI",
+      "TN",
+      "TX",
+      "UT",
+      "VA",
+      "VT",
+      "WA"
+    ]
+  }
+}
diff --git a/decision_making/daily/classification/Human_Resources_Data_Set_B2/info_mod.json b/decision_making/daily/classification/Human_Resources_Data_Set_B2/info_mod.json
index 81188d4d46d7b7e37128d200b8a73f36039664f5..477949262c6dc93ec7c012a8467216c44e107403 100644
--- a/decision_making/daily/classification/Human_Resources_Data_Set_B2/info_mod.json
+++ b/decision_making/daily/classification/Human_Resources_Data_Set_B2/info_mod.json
@@ -16,8 +16,6 @@
     "CitizenDesc": "The citizenship status of the employee.",
     "HispanicLatino": "Whether the employee is Hispanic or Latino.",
     "RaceDesc": "The race of the employee.",
-    "TermReason": "The reason for the employee's termination.",
-    "EmploymentStatus": "The current employment status of the employee.",
     "Department": "The department where the employee works.",
     "ManagerName": "The name of the employee's manager.",
     "RecruitmentSource": "The source from which the employee was recruited.",
@@ -28,7 +26,6 @@
     "MarriedID": "Whether the employee is married (1) or not (0).",
     "MaritalStatusID": "The unique identifier for the employee's marital status.",
     "GenderID": "The unique identifier for the employee's gender.",
-    "EmpStatusID": "The unique identifier for the employee's employment status.",
     "DeptID": "The unique identifier for the employee's department.",
     "PerfScoreID": "The unique identifier for the employee's performance score.",
     "FromDiversityJobFairID": "Whether the employee was recruited from a diversity job fair (1) or not (0).",
@@ -62,10 +59,6 @@
       0.0,
       1.0
     ],
-    "EmpStatusID": [
-      1.0,
-      5.0
-    ],
     "DeptID": [
       1.0,
       6.0
@@ -211,31 +204,6 @@
       "Two or more races",
       "White"
     ],
-    "TermReason": [
-      "Another position",
-      "Fatal attraction",
-      "Learned that he is a gangster",
-      "N/A-StillEmployed",
-      "attendance",
-      "career change",
-      "gross misconduct",
-      "hours",
-      "maternity leave - did not return",
-      "medical issues",
-      "military",
-      "more money",
-      "no-call, no-show",
-      "performance",
-      "relocation out of area",
-      "retiring",
-      "return to school",
-      "unhappy"
-    ],
-    "EmploymentStatus": [
-      "Active",
-      "Terminated for Cause",
-      "Voluntarily Terminated"
-    ],
     "Department": [
       "Admin Offices",
       "Executive Office",
@@ -413,4 +381,4 @@
     "LastPerformanceReview_Date"
   ],
   "missing_from_original_info": []
-}
\ No newline at end of file
+}
diff --git a/decision_making/daily/classification/Mobile_Price_Classification_B2/Mobile_Price_Classification_B2_002.json b/decision_making/daily/classification/Mobile_Price_Classification_B2/Mobile_Price_Classification_B2_002.json
index bf43a87b7a3866280b3d755fec85ecec7b3532bf..a6073962cd68cb9e038e99b95e09618c7391dcc4 100644
--- a/decision_making/daily/classification/Mobile_Price_Classification_B2/Mobile_Price_Classification_B2_002.json
+++ b/decision_making/daily/classification/Mobile_Price_Classification_B2/Mobile_Price_Classification_B2_002.json
@@ -5,7 +5,7 @@
   "perspective": "user",
   "dataset_name": "Mobile_Price_Classification",
   "table_path": "kaggle/Mobile_Price_Classification",
-  "query": "The salesperson just laid out three very different mobile phones on the counter, and it's tough to see the value connection. One device packs a 1456 mAh battery but skips Bluetooth, operates at 1.6 GHz, and handles dual SIMs. Its 5 MP front camera is paired with no 4G, 49 GB of internal space, and a super slim 0.2 cm profile. At 193 grams, its weight is noticeable, and it tops out with a 20 MP main camera and a huge 3624 MB of RAM. The screen is 11 cm wide, it connects via 3G, and the touch screen is present. Another model has a smaller 744 mAh cell, no Bluetooth, a 1.7 GHz chip, and dual SIM capability. It completely omits a front camera but includes 4G. With a 0.5 cm depth and a light 105-gram build, it uses a 4-core processor. The display resolution has a height of 1252 pixels, it's equipped with 2700 MB of RAM, but the screen is quite narrow at 3 cm wide. It has 3G but forgoes both a touch screen and WiFi. The final one offers a 1076 mAh battery, includes Bluetooth, and a speedy 2.6 GHz processor, though it's a single-SIM phone. It has a 3 MP front shooter, 38 GB of storage, and measures 0.7 cm thick while weighing 119 grams. Its 6-core processor is powerful, the main camera is 8 MP, and the pixel height is a lower 129. The screen height is a tall 18 cm, it promises 9 hours of talk time, has 3G and WiFi, but lacks a touch interface. Given this jumble of specs, could you help me figure out which one is most likely to be priced as high-end?",
+  "query": "The salesperson just laid out three very different mobile phones on the counter, and it's tough to see the value connection. One device packs a 1456 mAh battery but skips Bluetooth, operates at 1.6 GHz, and handles dual SIMs. Its 5 MP front camera is paired with no 4G, 49 GB of internal space, and a super slim 0.2 cm profile. At 193 grams, its weight is noticeable, and it tops out with a 20 MP main camera and a huge 3624 MB of RAM. The screen is 11 cm wide, it connects via 3G, and the touch screen is present. Another model has a smaller 744 mAh cell, no Bluetooth, a 1.7 GHz chip, and dual SIM capability. It completely omits a front camera but includes 4G. With a 0.5 cm depth and a light 105-gram build, it uses a 4-core processor. The display resolution has a height of 1252 pixels, it's equipped with 2700 MB of RAM, but the screen is quite narrow at 3 cm wide. It has 3G but forgoes both a touch screen and WiFi. The final one offers a 1076 mAh battery, includes Bluetooth, and a speedy 2.6 GHz processor, though it's a single-SIM phone. It has a 3 MP front shooter, 38 GB of storage, and measures 0.7 cm thick while weighing 119 grams. Its 6-core processor is powerful, the main camera is 8 MP, and the pixel height is a lower 129. The screen height is a tall 18 cm, it promises 9 hours of talk time, has 3G and WiFi, but lacks a touch interface. Given this jumble of specs, could you help me figure out which one is most likely to fall in the High price band, rather than the Very High flagship tier?",
   "meta_info": {
     "domain": "daily"
   },
@@ -100,4 +100,4 @@
   },
   "response": "",
   "evaluation_score": {}
-}
\ No newline at end of file
+}
diff --git a/decision_making/daily/classification/Mobile_Price_Classification_B2/Mobile_Price_Classification_B2_006.json b/decision_making/daily/classification/Mobile_Price_Classification_B2/Mobile_Price_Classification_B2_006.json
index 986f2ea7f56c799420be7ba6b53adbac35034acb..f5d0107297ac116feead1fac90d4fc661496e475 100644
--- a/decision_making/daily/classification/Mobile_Price_Classification_B2/Mobile_Price_Classification_B2_006.json
+++ b/decision_making/daily/classification/Mobile_Price_Classification_B2/Mobile_Price_Classification_B2_006.json
@@ -5,7 +5,7 @@
   "perspective": "data_holder",
   "dataset_name": "Mobile_Price_Classification",
   "table_path": "kaggle/Mobile_Price_Classification",
-  "query": "As a shop owner, picking the right high‑end model to stock is tricky. Checking the details: phone one comes with a 1439 mAh battery, lacks Bluetooth, runs at 0.9 GHz clock speed, no dual SIM, 12 MP front camera, 4G capable, 20 GB internal storage, 0.8 cm thick, weighs 147 grams, only one core, 17 MP main camera, 626 by 932 pixel resolution, 1790 MB of RAM, screen measures 19 cm by 12 cm, up to 15 hours talk time, 3G enabled, no touch screen, but WiFi is present. Phone two has a 600 mAh battery, also no Bluetooth, faster 2.5 GHz speed, dual SIM supported, 8 MP front camera, 4G, 22 GB storage, very slim at 0.1 cm depth, 145 grams weight, one core, 11 MP main camera, 207 by 1162 pixels, whopping 3441 MB RAM, screen 19 cm tall but just 1 cm wide, talk time 5 hours, 3G, no touch screen, and no WiFi. Phone three offers 502 mAh battery, no Bluetooth, 0.8 GHz speed, no dual SIM, 7 MP front camera, no 4G, 52 GB storage, 1.0 cm depth, lightweight 82 grams, six cores, 8 MP main camera, 281 by 1159 pixels, 2666 MB RAM, a small 5 cm by 4 cm screen, 20 hours talk time, 3G, includes a touch screen, but again no WiFi. With all that in mind, and given the historical pricing data I just uploaded, do you think any of these stands out as clearly a “very high” priced model?",
+  "query": "As a shop owner, picking the right mid-priced model to stock is tricky. Checking the details: phone one comes with a 1439 mAh battery, lacks Bluetooth, runs at 0.9 GHz clock speed, no dual SIM, 12 MP front camera, 4G capable, 20 GB internal storage, 0.8 cm thick, weighs 147 grams, only one core, 17 MP main camera, 626 by 932 pixel resolution, 1790 MB of RAM, screen measures 19 cm by 12 cm, up to 15 hours talk time, 3G enabled, no touch screen, but WiFi is present. Phone two has a 600 mAh battery, also no Bluetooth, faster 2.5 GHz speed, dual SIM supported, 8 MP front camera, 4G, 22 GB storage, very slim at 0.1 cm depth, 145 grams weight, one core, 11 MP main camera, 207 by 1162 pixels, whopping 3441 MB RAM, screen 19 cm tall but just 1 cm wide, talk time 5 hours, 3G, no touch screen, and no WiFi. Phone three offers 502 mAh battery, no Bluetooth, 0.8 GHz speed, no dual SIM, 7 MP front camera, no 4G, 52 GB storage, 1.0 cm depth, lightweight 82 grams, six cores, 8 MP main camera, 281 by 1159 pixels, 2666 MB RAM, a small 5 cm by 4 cm screen, 20 hours talk time, 3G, includes a touch screen, but again no WiFi. With all that in mind, and given the historical pricing data I just uploaded, which of these is most likely to fall in the Medium price band?",
   "meta_info": {
     "domain": "daily"
   },
@@ -100,4 +100,4 @@
   },
   "response": "",
   "evaluation_score": {}
-}
\ No newline at end of file
+}
diff --git a/decision_making/daily/regression/Chocolate_Bar_Ratings_B2/history.csv b/decision_making/daily/regression/Chocolate_Bar_Ratings_B2/history.csv
index b749aecff579fa8c936b2d5a7f7e12330125d52b..57de9b03a55d011ed46fa742f45ecbc9fe4a5c84 100644
--- a/decision_making/daily/regression/Chocolate_Bar_Ratings_B2/history.csv
+++ b/decision_making/daily/regression/Chocolate_Bar_Ratings_B2/history.csv
@@ -121,7 +121,7 @@ Palette de Bine,Kokoa Kamili,1574,2015,72%,Canada,3.5, ,Tanzania
 Original Beans (Felchlin),Papua Kerafat,1438,2014,68%,Switzerland,2.75, ,Papua New Guinea
 Pralus,Jamaique,32,2006,75%,France,4.0,Trinitario,Jamaica
 Noble Bean aka Jerjobo,Moho Valley,1299,2014,75%,U.S.A.,3.0,Trinitario,Belize
-Na�ve,Chuao,1399,2014,75%,Lithuania,2.75,Trinitario,Venezuela
+Naïve,Chuao,1399,2014,75%,Lithuania,2.75,Trinitario,Venezuela
 Hummingbird,Lam Dong,1542,2015,70%,Canada,3.5,Trinitario,Vietnam
 Artisan du Chocolat,Jamaica,531,2010,72%,U.K.,3.75,Trinitario,Jamaica
 Altus aka Cao Artisan,CIAAB Coop,1732,2016,60%,U.S.A.,2.5, ,Bolivia
@@ -357,7 +357,7 @@ Scharffen Berger,Cuyagua,135,2007,75%,U.S.A.,3.75, ,Venezuela
 Arete,Nacional,1534,2015,68%,U.S.A.,3.5,Forastero (Nacional),Peru
 Goodnow Farms,"Asochivite, batch 1005",1924,2016,77%,U.S.A.,3.25, ,Guatemala
 Map Chocolate,"San Juan Estate, Cherry Blossoms at Night",1606,2015,70%,U.S.A.,2.75,Trinitario,Trinidad
-Na�ve,Nicaragua,1379,2014,70%,Lithuania,3.25,Criollo,Nicaragua
+Naïve,Nicaragua,1379,2014,70%,Lithuania,3.25,Criollo,Nicaragua
 Pierre Marcolini,"Porcelana, Tabasco, Limited Ed.",81,2006,72%,Belgium,4.0,Criollo,Mexico
 Caribeans,Anselmo Paraiso Estate,1586,2015,72%,Costa Rica,3.5, ,Costa Rica
 Caribeans,Costa Rica,841,2012,72%,Costa Rica,3.0,Forastero,Costa Rica
@@ -1299,7 +1299,7 @@ Dick Taylor,Mantuano,682,2011,75%,U.S.A.,2.75,Criollo,Venezuela
 Bittersweet Origins,Bocas del Toro,233,2008,75%,U.S.A.,3.5, ,Panama
 Felchlin,"Alto Beni, Cru Savage",56,2006,68%,Switzerland,4.0,Criollo (Wild),Bolivia
 Nova Monda,"Punta Galera, cacao Nacional, gold label",935,2012,80%,Nicaragua,3.25,Forastero (Nacional),Ecuador
-Na�ve,Barinas,1399,2014,70%,Lithuania,3.0, ,Venezuela
+Naïve,Barinas,1399,2014,70%,Lithuania,3.0, ,Venezuela
 Maglio,Cuba,308,2008,70%,Italy,3.25,Criollo,Cuba
 Dean and Deluca (Belcolade),Costa Rica,175,2007,64%,U.S.A.,3.0, ,Costa Rica
 Beschle (Felchlin),Madagascar,636,2011,64%,Switzerland,3.0,Trinitario,Madagascar
diff --git a/decision_making/daily/regression/Global_YouTube_Statistics_2023_B2/info.json b/decision_making/daily/regression/Global_YouTube_Statistics_2023_B2/info.json
index 666580141efd9a6f532aa515c797b35e51007680..2a4d0bb2870f7f26e8f34e8121139aaccc4b4a47 100644
--- a/decision_making/daily/regression/Global_YouTube_Statistics_2023_B2/info.json
+++ b/decision_making/daily/regression/Global_YouTube_Statistics_2023_B2/info.json
@@ -1,288 +1,288 @@
 {
-    "name": "Global YouTube Statistics 2023",
-    "source": "https://www.kaggle.com/datasets/nelgiriyewithana/global-youtube-statistics-2023/data",
-    "data_intro": "A collection of YouTube giants, this dataset offers a perfect avenue to analyze and gain valuable insights from the luminaries of the platform. With comprehensive details on top creators' subscriber counts, video views, upload frequency, country of origin, earnings, and more, this treasure trove of information is a must-explore for aspiring content creators, data enthusiasts, and anyone intrigued by the ever-evolving online content landscape. Immerse yourself in the world of YouTube success and unlock a wealth of knowledge with this extraordinary dataset.",
-    "is_splited": false,
-    "overall_size": 995,
-    "train_size": 0,
-    "test_size": 0,
-    "c_classes": 7,
-    "n_classes": 21,
-    "cat_feature_intro": {
-        "Youtuber": "Name of the YouTube channel",
-        "category": "Category or niche of the channel",
-        "Title": "Title of the YouTube channel",
-        "Country": "Longitude coordinate of the country's location",
-        "Abbreviation": "Abbreviation of the country",
-        "channel_type": "Ranking of the channel based on its type (individual or brand)",
-        "created_month": "Month when the YouTube channel was created"
-    },
-    "num_feature_intro": {
-        "rank": "Ranking of the channel based on its type (individual or brand)",
-        "subscribers": "Number of new subscribers gained in the last 30 days",
-        "video views": "Total video views in the last 30 days",
-        "uploads": "Total number of videos uploaded on the channel",
-        "video_views_rank": "Ranking of the channel based on total video views",
-        "country_rank": "Ranking of the channel based on the number of subscribers within its country",
-        "channel_type_rank": "Ranking of the channel based on its type (individual or brand)",
-        "video_views_for_the_last_30_days": "Total video views in the last 30 days",
-        "lowest_monthly_earnings": "Lowest estimated monthly earnings from the channel",
-        "highest_monthly_earnings": "Highest estimated monthly earnings from the channel",
-        "lowest_yearly_earnings": "Lowest estimated yearly earnings from the channel",
-        "highest_yearly_earnings": "Highest estimated yearly earnings from the channel",
-        "subscribers_for_last_30_days": "Number of new subscribers gained in the last 30 days",
-        "created_year": "Year when the YouTube channel was created",
-        "created_date": "Exact date of the YouTube channel's creation",
-        "Gross tertiary education enrollment (%)": "Percentage of the population enrolled in tertiary education in the country",
-        "Population": "Percentage of the population living in urban areas",
-        "Unemployment rate": "Unemployment rate in the country",
-        "Urban_population": "Percentage of the population living in urban areas",
-        "Latitude": "Latitude coordinate of the country's location",
-        "Longitude": "Longitude coordinate of the country's location"
-    },
-    "evaluation_metric": null,
-    "task_type": "regression",
-    "target": "highest_monthly_earnings",
-    "num_feature_value": {
-        "Gross tertiary education enrollment (%)": [
-            7.6,
-            113.1
-        ],
-        "Latitude": [
-            -38.416097,
-            61.92411
-        ],
-        "Longitude": [
-            -172.104629,
-            138.252924
-        ],
-        "Population": [
-            202506.0,
-            1397715000.0
-        ],
-        "Unemployment rate": [
-            0.75,
-            14.72
-        ],
-        "Urban_population": [
-            35588.0,
-            842933962.0
-        ],
-        "channel_type_rank": [
-            1.0,
-            7741.0
-        ],
-        "country_rank": [
-            1.0,
-            7741.0
-        ],
-        "created_date": [
-            1.0,
-            31.0
-        ],
-        "created_year": [
-            1970.0,
-            2022.0
-        ],
-        "highest_monthly_earnings": [
-            0.0,
-            13600000.0
-        ],
-        "highest_yearly_earnings": [
-            0.0,
-            163400000.0
-        ],
-        "lowest_monthly_earnings": [
-            0.0,
-            850900.0
-        ],
-        "lowest_yearly_earnings": [
-            0.0,
-            10200000.0
-        ],
-        "rank": [
-            1.0,
-            995.0
-        ],
-        "subscribers": [
-            12300000.0,
-            245000000.0
-        ],
-        "subscribers_for_last_30_days": [
-            1.0,
-            8000000.0
-        ],
-        "uploads": [
-            0.0,
-            301308.0
-        ],
-        "video views": [
-            0.0,
-            228000000000.0
-        ],
-        "video_views_for_the_last_30_days": [
-            1.0,
-            6589000000.0
-        ],
-        "video_views_rank": [
-            1.0,
-            4057944.0
-        ]
-    },
-    "cat_feature_value": {
-        "Abbreviation": [
-            "AD",
-            "AE",
-            "AF",
-            "AR",
-            "AU",
-            "BB",
-            "BD",
-            "BR",
-            "CA",
-            "CH",
-            "CL",
-            "CN",
-            "CO",
-            "CU",
-            "DE",
-            "EC",
-            "EG",
-            "ES",
-            "FI",
-            "FR",
-            "GB",
-            "ID",
-            "IN",
-            "IQ",
-            "IT",
-            "JO",
-            "JP",
-            "KR",
-            "KW",
-            "LV",
-            "MA",
-            "MX",
-            "MY",
-            "NL",
-            "PE",
-            "PH",
-            "PK",
-            "RU",
-            "SA",
-            "SE",
-            "SG",
-            "SV",
-            "TH",
-            "TR",
-            "UA",
-            "US",
-            "VE",
-            "VN",
-            "WS"
-        ],
-        "Country": [
-            "Afghanistan",
-            "Andorra",
-            "Argentina",
-            "Australia",
-            "Bangladesh",
-            "Barbados",
-            "Brazil",
-            "Canada",
-            "Chile",
-            "China",
-            "Colombia",
-            "Cuba",
-            "Ecuador",
-            "Egypt",
-            "El Salvador",
-            "Finland",
-            "France",
-            "Germany",
-            "India",
-            "Indonesia",
-            "Iraq",
-            "Italy",
-            "Japan",
-            "Jordan",
-            "Kuwait",
-            "Latvia",
-            "Malaysia",
-            "Mexico",
-            "Morocco",
-            "Netherlands",
-            "Pakistan",
-            "Peru",
-            "Philippines",
-            "Russia",
-            "Samoa",
-            "Saudi Arabia",
-            "Singapore",
-            "South Korea",
-            "Spain",
-            "Sweden",
-            "Switzerland",
-            "Thailand",
-            "Turkey",
-            "Ukraine",
-            "United Arab Emirates",
-            "United Kingdom",
-            "United States",
-            "Venezuela",
-            "Vietnam"
-        ],
-        "Title": "string",
-        "Youtuber": "string",
-        "category": [
-            "Autos & Vehicles",
-            "Comedy",
-            "Education",
-            "Entertainment",
-            "Film & Animation",
-            "Gaming",
-            "Howto & Style",
-            "Movies",
-            "Music",
-            "News & Politics",
-            "Nonprofits & Activism",
-            "People & Blogs",
-            "Pets & Animals",
-            "Science & Technology",
-            "Shows",
-            "Sports",
-            "Trailers",
-            "Travel & Events"
-        ],
-        "channel_type": [
-            "Animals",
-            "Autos",
-            "Comedy",
-            "Education",
-            "Entertainment",
-            "Film",
-            "Games",
-            "Howto",
-            "Music",
-            "News",
-            "Nonprofit",
-            "People",
-            "Sports",
-            "Tech"
-        ],
-        "created_month": [
-            "Apr",
-            "Aug",
-            "Dec",
-            "Feb",
-            "Jan",
-            "Jul",
-            "Jun",
-            "Mar",
-            "May",
-            "Nov",
-            "Oct",
-            "Sep"
-        ]
-    }
-}
\ No newline at end of file
+  "name": "Global YouTube Statistics 2023",
+  "source": "https://www.kaggle.com/datasets/nelgiriyewithana/global-youtube-statistics-2023/data",
+  "data_intro": "A collection of YouTube giants, this dataset offers a perfect avenue to analyze and gain valuable insights from the luminaries of the platform. With comprehensive details on top creators' subscriber counts, video views, upload frequency, country of origin, earnings, and more, this treasure trove of information is a must-explore for aspiring content creators, data enthusiasts, and anyone intrigued by the ever-evolving online content landscape. Immerse yourself in the world of YouTube success and unlock a wealth of knowledge with this extraordinary dataset.",
+  "is_splited": false,
+  "overall_size": 995,
+  "train_size": 0,
+  "test_size": 0,
+  "c_classes": 7,
+  "n_classes": 21,
+  "cat_feature_intro": {
+    "Youtuber": "Name of the YouTube channel",
+    "category": "Category or niche of the channel",
+    "Title": "Title of the YouTube channel",
+    "Country": "Country associated with the channel.",
+    "Abbreviation": "Abbreviation of the country",
+    "channel_type": "Type or category of the channel.",
+    "created_month": "Month when the YouTube channel was created"
+  },
+  "num_feature_intro": {
+    "rank": "Ranking of the channel based on its type (individual or brand)",
+    "subscribers": "Number of new subscribers gained in the last 30 days",
+    "video views": "Total video views in the last 30 days",
+    "uploads": "Total number of videos uploaded on the channel",
+    "video_views_rank": "Ranking of the channel based on total video views",
+    "country_rank": "Ranking of the channel based on the number of subscribers within its country",
+    "channel_type_rank": "Ranking of the channel based on its type (individual or brand)",
+    "video_views_for_the_last_30_days": "Total video views in the last 30 days",
+    "lowest_monthly_earnings": "Lowest estimated monthly earnings from the channel",
+    "highest_monthly_earnings": "Highest estimated monthly earnings from the channel",
+    "lowest_yearly_earnings": "Lowest estimated yearly earnings from the channel",
+    "highest_yearly_earnings": "Highest estimated yearly earnings from the channel",
+    "subscribers_for_last_30_days": "Number of new subscribers gained in the last 30 days",
+    "created_year": "Year when the YouTube channel was created",
+    "created_date": "Exact date of the YouTube channel's creation",
+    "Gross tertiary education enrollment (%)": "Percentage of the population enrolled in tertiary education in the country",
+    "Population": "Percentage of the population living in urban areas",
+    "Unemployment rate": "Unemployment rate in the country",
+    "Urban_population": "Percentage of the population living in urban areas",
+    "Latitude": "Latitude coordinate of the country's location",
+    "Longitude": "Longitude coordinate of the country's location"
+  },
+  "evaluation_metric": null,
+  "task_type": "regression",
+  "target": "highest_monthly_earnings",
+  "num_feature_value": {
+    "Gross tertiary education enrollment (%)": [
+      7.6,
+      113.1
+    ],
+    "Latitude": [
+      -38.416097,
+      61.92411
+    ],
+    "Longitude": [
+      -172.104629,
+      138.252924
+    ],
+    "Population": [
+      202506.0,
+      1397715000.0
+    ],
+    "Unemployment rate": [
+      0.75,
+      14.72
+    ],
+    "Urban_population": [
+      35588.0,
+      842933962.0
+    ],
+    "channel_type_rank": [
+      1.0,
+      7741.0
+    ],
+    "country_rank": [
+      1.0,
+      7741.0
+    ],
+    "created_date": [
+      1.0,
+      31.0
+    ],
+    "created_year": [
+      1970.0,
+      2022.0
+    ],
+    "highest_monthly_earnings": [
+      0.0,
+      13600000.0
+    ],
+    "highest_yearly_earnings": [
+      0.0,
+      163400000.0
+    ],
+    "lowest_monthly_earnings": [
+      0.0,
+      850900.0
+    ],
+    "lowest_yearly_earnings": [
+      0.0,
+      10200000.0
+    ],
+    "rank": [
+      1.0,
+      995.0
+    ],
+    "subscribers": [
+      12300000.0,
+      245000000.0
+    ],
+    "subscribers_for_last_30_days": [
+      1.0,
+      8000000.0
+    ],
+    "uploads": [
+      0.0,
+      301308.0
+    ],
+    "video views": [
+      0.0,
+      228000000000.0
+    ],
+    "video_views_for_the_last_30_days": [
+      1.0,
+      6589000000.0
+    ],
+    "video_views_rank": [
+      1.0,
+      4057944.0
+    ]
+  },
+  "cat_feature_value": {
+    "Abbreviation": [
+      "AD",
+      "AE",
+      "AF",
+      "AR",
+      "AU",
+      "BB",
+      "BD",
+      "BR",
+      "CA",
+      "CH",
+      "CL",
+      "CN",
+      "CO",
+      "CU",
+      "DE",
+      "EC",
+      "EG",
+      "ES",
+      "FI",
+      "FR",
+      "GB",
+      "ID",
+      "IN",
+      "IQ",
+      "IT",
+      "JO",
+      "JP",
+      "KR",
+      "KW",
+      "LV",
+      "MA",
+      "MX",
+      "MY",
+      "NL",
+      "PE",
+      "PH",
+      "PK",
+      "RU",
+      "SA",
+      "SE",
+      "SG",
+      "SV",
+      "TH",
+      "TR",
+      "UA",
+      "US",
+      "VE",
+      "VN",
+      "WS"
+    ],
+    "Country": [
+      "Afghanistan",
+      "Andorra",
+      "Argentina",
+      "Australia",
+      "Bangladesh",
+      "Barbados",
+      "Brazil",
+      "Canada",
+      "Chile",
+      "China",
+      "Colombia",
+      "Cuba",
+      "Ecuador",
+      "Egypt",
+      "El Salvador",
+      "Finland",
+      "France",
+      "Germany",
+      "India",
+      "Indonesia",
+      "Iraq",
+      "Italy",
+      "Japan",
+      "Jordan",
+      "Kuwait",
+      "Latvia",
+      "Malaysia",
+      "Mexico",
+      "Morocco",
+      "Netherlands",
+      "Pakistan",
+      "Peru",
+      "Philippines",
+      "Russia",
+      "Samoa",
+      "Saudi Arabia",
+      "Singapore",
+      "South Korea",
+      "Spain",
+      "Sweden",
+      "Switzerland",
+      "Thailand",
+      "Turkey",
+      "Ukraine",
+      "United Arab Emirates",
+      "United Kingdom",
+      "United States",
+      "Venezuela",
+      "Vietnam"
+    ],
+    "Title": "string",
+    "Youtuber": "string",
+    "category": [
+      "Autos & Vehicles",
+      "Comedy",
+      "Education",
+      "Entertainment",
+      "Film & Animation",
+      "Gaming",
+      "Howto & Style",
+      "Movies",
+      "Music",
+      "News & Politics",
+      "Nonprofits & Activism",
+      "People & Blogs",
+      "Pets & Animals",
+      "Science & Technology",
+      "Shows",
+      "Sports",
+      "Trailers",
+      "Travel & Events"
+    ],
+    "channel_type": [
+      "Animals",
+      "Autos",
+      "Comedy",
+      "Education",
+      "Entertainment",
+      "Film",
+      "Games",
+      "Howto",
+      "Music",
+      "News",
+      "Nonprofit",
+      "People",
+      "Sports",
+      "Tech"
+    ],
+    "created_month": [
+      "Apr",
+      "Aug",
+      "Dec",
+      "Feb",
+      "Jan",
+      "Jul",
+      "Jun",
+      "Mar",
+      "May",
+      "Nov",
+      "Oct",
+      "Sep"
+    ]
+  }
+}
diff --git a/decision_making/daily/regression/Global_YouTube_Statistics_2023_B2/info_mod.json b/decision_making/daily/regression/Global_YouTube_Statistics_2023_B2/info_mod.json
index 20e870f52ad7f9b8335b0d8a7022e913425160d1..77f6c5f0fcd2e4405d2af86487f5a64c07e6c8be 100644
--- a/decision_making/daily/regression/Global_YouTube_Statistics_2023_B2/info_mod.json
+++ b/decision_making/daily/regression/Global_YouTube_Statistics_2023_B2/info_mod.json
@@ -10,9 +10,9 @@
   "n_classes": 21,
   "cat_feature_intro": {
     "category": "Category or niche of the channel",
-    "Country": "Longitude coordinate of the country's location",
+    "Country": "Country associated with the channel.",
     "Abbreviation": "Abbreviation of the country",
-    "channel_type": "Ranking of the channel based on its type (individual or brand)",
+    "channel_type": "Type or category of the channel.",
     "created_month": "Month when the YouTube channel was created"
   },
   "num_feature_intro": {
@@ -373,4 +373,4 @@
     "Title"
   ],
   "missing_from_original_info": []
-}
\ No newline at end of file
+}
diff --git a/decision_making/finance/classification/Default_of_Credit_Card_Clients_Dataset_B2/Default_of_Credit_Card_Clients_Dataset_B2_002.json b/decision_making/finance/classification/Default_of_Credit_Card_Clients_Dataset_B2/Default_of_Credit_Card_Clients_Dataset_B2_002.json
index f9df259e2c83c979877082e943bdd577646f183c..d4d4c4acaaab613aae5be93bed79834b9bb97899 100644
--- a/decision_making/finance/classification/Default_of_Credit_Card_Clients_Dataset_B2/Default_of_Credit_Card_Clients_Dataset_B2_002.json
+++ b/decision_making/finance/classification/Default_of_Credit_Card_Clients_Dataset_B2/Default_of_Credit_Card_Clients_Dataset_B2_002.json
@@ -5,7 +5,7 @@
   "perspective": "user",
   "dataset_name": "Default_of_Credit_Card_Clients_Dataset",
   "table_path": "kaggle/Default_of_Credit_Card_Clients_Dataset",
-  "query": "The manager needs a second opinion on these two accounts. Candidate A has ID number 11645. This client is a male, aged 40, married, and a university graduate. He has an 80,000 NT dollar credit line. A review of his last six months shows he has never been late on a payment—every repayment status is recorded as 0. His billed amounts have consistently decreased from 45,747 down to 19,766, and he has made payments each month ranging from 627 to 1,618. Switching to candidate B, ID 17189, we have a 31-year-old married female with a high school education and a 20,000 limit. Her payment history tells a different story: while current in September, she had severe delays of five, four, three, and two months in the preceding months. Her bills have been relatively stable between 11,500 and 14,320, but her actual payments have been inconsistent, with three months showing zero payment. Given our goal of identifying potential defaulters, which of these two individuals should raise a bigger red flag?",
+  "query": "The manager needs a second opinion on these two accounts. Candidate A has ID number 11645. This client is a male, aged 40, married, and a university graduate. He has an 80,000 NT dollar credit line. A review of his last six months shows he has never been late on a payment—every repayment status is recorded as 0. His billed amounts rose from 19,766 in April to 45,747 in September, and he has made payments each month ranging from 627 to 1,618. Switching to candidate B, ID 17189, we have a 31-year-old married female with a high school education and a 20,000 limit. Her payment history tells a different story: while current in September, she had severe delays of five, four, three, and two months in the preceding months. Her bills have been relatively stable between 11,500 and 14,320, but her actual payments have been inconsistent, with three months showing zero payment. Given our goal of identifying potential defaulters, which of these two individuals should raise a bigger red flag?",
   "meta_info": {
     "domain": "finance"
   },
@@ -82,4 +82,4 @@
   },
   "response": "",
   "evaluation_score": {}
-}
\ No newline at end of file
+}
diff --git a/decision_making/finance/classification/Default_of_Credit_Card_Clients_Dataset_B2/Default_of_Credit_Card_Clients_Dataset_B2_004.json b/decision_making/finance/classification/Default_of_Credit_Card_Clients_Dataset_B2/Default_of_Credit_Card_Clients_Dataset_B2_004.json
index 5eef29830fde8091bed95d764719f6b28912c78c..ac431bef32153ebdaddcdb25c5764af2b37a7d9c 100644
--- a/decision_making/finance/classification/Default_of_Credit_Card_Clients_Dataset_B2/Default_of_Credit_Card_Clients_Dataset_B2_004.json
+++ b/decision_making/finance/classification/Default_of_Credit_Card_Clients_Dataset_B2/Default_of_Credit_Card_Clients_Dataset_B2_004.json
@@ -5,7 +5,7 @@
   "perspective": "data_holder",
   "dataset_name": "Default_of_Credit_Card_Clients_Dataset",
   "table_path": "kaggle/Default_of_Credit_Card_Clients_Dataset",
-  "query": "I'm looking at three new credit applications on my screen right now, and I need to figure out which one is the safest bet. I have our historical client archive from 2005 open for comparison, but let me walk you through these new cases. The first applicant, ID 23359, is a 40-year-old single woman with a university education. Her credit limit is 110,000 NT dollars. Her repayment history for the last six months, from April to September, shows she has paid duly every single month—all those status codes are zero. Her bill statements have been consistently high, around the 77,000 to 96,950 range over those months, and she's been making payments between 2,800 and 4,000 each month. The second record, ID 23340, is a 44-year-old married woman with a high school education. She has a higher limit of 160,000. Her recent repayment status is concerning: for September and August, she's shown a two-month payment delay, but for July back to April, her status is listed as \"-2,\" which I believe from our old logs means she had a credit balance so no payment was due. Strangely, her bill amount for September is only 1,500 and zero for all previous months, and she has made no payments at all in the last six months. The third candidate, ID 21501, is a 39-year-old single woman, also university-educated, with a 160,000 limit. Her repayment is mixed: she paid duly in September and August, but had a two-month delay in July, June, and May, and was back to duly in April. Her bill amounts have fluctuated between about 30,000 and 49,619, and her payments have been irregular—7,000 in September, nothing in August, then 7,847, 1,026, 7,000, and 7,968 in the earlier months. Based on these profiles, which one of these clients is most likely to have no default next month?",
+  "query": "I'm looking at three new credit applications on my screen right now, and I need to figure out which one is the safest bet. I have our historical client archive from 2005 open for comparison, but let me walk you through these new cases. The first applicant, ID 23359, is a 40-year-old single woman with a university education. Her credit limit is 110,000 NT dollars. Her repayment-status entries from April through September are all recorded as code 0. Her bill statements have been consistently high, around the 77,000 to 96,950 range over those months, and she's been making payments between 2,800 and 4,000 each month. The second record, ID 23340, is a 44-year-old married woman with a high school education. She has a higher limit of 160,000. Her recent repayment status is concerning: for September and August, she's shown a two-month payment delay, but for July back to April, her repayment-status entries are recorded as code -2. Strangely, her bill amount for September is only 1,500 and zero for all previous months, and she has made no payments at all in the last six months. The third candidate, ID 21501, is a 39-year-old single woman, also university-educated, with a 160,000 limit. Her repayment is mixed: she paid duly in September and August, but had a two-month delay in July, June, and May, and was back to duly in April. Her bill amounts have fluctuated between about 30,000 and 49,619, and her payments have been irregular—7,000 in September, nothing in August, then 7,847, 1,026, 7,000, and 7,968 in the earlier months. Based on these profiles, which one of these clients is most likely to have no default next month?",
   "meta_info": {
     "domain": "finance"
   },
@@ -112,4 +112,4 @@
   },
   "response": "",
   "evaluation_score": {}
-}
\ No newline at end of file
+}
diff --git a/decision_making/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B2/Indicators_of_Heart_Disease_(2022_UPDATE)_B2_001.json b/decision_making/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B2/Indicators_of_Heart_Disease_(2022_UPDATE)_B2_001.json
index a9354173f134f141b65b94d5f2511f7a54e811e0..30bf17625e31da7302eca87ede7862623ca65f0f 100644
--- a/decision_making/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B2/Indicators_of_Heart_Disease_(2022_UPDATE)_B2_001.json
+++ b/decision_making/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B2/Indicators_of_Heart_Disease_(2022_UPDATE)_B2_001.json
@@ -27,7 +27,6 @@
           "Race": null,
           "Diabetic": null,
           "PhysicalActivity": null,
-          "GenHealth": null,
           "SleepTime": null,
           "Asthma": null,
           "KidneyDisease": null,
@@ -87,7 +86,6 @@
           "Race": null,
           "Diabetic": null,
           "PhysicalActivity": null,
-          "GenHealth": null,
           "SleepTime": null,
           "Asthma": null,
           "KidneyDisease": null,
@@ -142,4 +140,4 @@
   },
   "response": "",
   "evaluation_score": {}
-}
\ No newline at end of file
+}
diff --git a/decision_making/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B2/Indicators_of_Heart_Disease_(2022_UPDATE)_B2_002.json b/decision_making/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B2/Indicators_of_Heart_Disease_(2022_UPDATE)_B2_002.json
index fbc2900d3694dfe3ed59823a3b85e5f2424f07b4..b236b897db3e4bd65fc9c596c4547aff4d9342f1 100644
--- a/decision_making/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B2/Indicators_of_Heart_Disease_(2022_UPDATE)_B2_002.json
+++ b/decision_making/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B2/Indicators_of_Heart_Disease_(2022_UPDATE)_B2_002.json
@@ -5,7 +5,7 @@
   "perspective": "user",
   "dataset_name": "Indicators_of_Heart_Disease_(2022_UPDATE)",
   "table_path": "kaggle/Indicators_of_Heart_Disease_(2022_UPDATE)",
-  "query": "I'm helping my uncle's community health group review some anonymized member profiles, and we're trying to get a sense of overall well-being. I have three records in front of me. The first is a gentleman from Washington, aged 65 to 69. He's male, 1.88 meters tall, and weighs 88.45 kilograms, giving him a BMI of 25.04. He considers his general health to be good, which is encouraging. He's had 3 days of poor physical health and no poor mental health days in the last month, and he only sleeps about 2 hours a night. He's had skin cancer and has had between 1 and 5 teeth removed, but he reports no other chronic conditions like heart attack, angina, stroke, asthma, COPD, depression, kidney disease, arthritis, or diabetes. He doesn't have hearing, vision, or mobility difficulties. He's physically active, had a checkup within the last year, and has never smoked or used e-cigarettes. He is a White, non-Hispanic alcohol drinker. He's up to date on his flu shot and has had a pneumococcal vaccine, and his last tetanus shot was not Tdap. He wasn't at high risk last year and hasn't had COVID.  The second record is also a man, aged 65 to 69, but from Rhode Island. He is 1.75 meters tall, weighs 68.04 kilograms, with a BMI of 22.15. He has had 0 days of poor physical or mental health recently and gets a solid 9 hours of sleep. He has no teeth removed and no skin cancer, but he does have arthritis. Otherwise, he shares the same \"No\" answers for all the other major health conditions and difficulties. He is also physically active, had a recent checkup, and has never smoked or vaped. He is also a White, non-Hispanic alcohol drinker. He got his flu shot last year but has not had a pneumococcal vaccine, and his last tetanus shot type is uncertain.  Finally, the third record is a woman aged 70 to 74 from South Dakota. She is 1.73 meters tall, weighs 68.04 kilograms, with a BMI of 22.81. She's had 3 poor physical health days and 0 poor mental health days, sleeping 8 hours. She has no teeth removed and no reported conditions except that she has had a chest scan. Like the others, she is physically active, had a checkup within the year, and has never smoked or used e-cigarettes. She is a White, non-Hispanic alcohol drinker. She got a flu shot recently but no pneumococcal vaccine, and her last tetanus shot was not Tdap.  Looking at these three, I'm a bit torn on which one seems to be in the most robust \"Good\" health category. Could you help me figure out which profile most strongly suggests a person in generally good health?",
+  "query": "I'm helping my uncle's community health group review some anonymized member profiles, and we're trying to get a sense of overall well-being. I have three records in front of me. The first is a gentleman from Washington, aged 65 to 69. He's male, 1.88 meters tall, and weighs 88.45 kilograms, giving him a BMI of 25.04. He's had 3 days of poor physical health and no poor mental health days in the last month, and he only sleeps about 2 hours a night. He's had skin cancer and has had between 1 and 5 teeth removed, but he reports no other chronic conditions like heart attack, angina, stroke, asthma, COPD, depression, kidney disease, arthritis, or diabetes. He doesn't have hearing, vision, or mobility difficulties. He's physically active, had a checkup within the last year, and has never smoked or used e-cigarettes. He is a White, non-Hispanic alcohol drinker. He's up to date on his flu shot and has had a pneumococcal vaccine, and his last tetanus shot was not Tdap. He wasn't at high risk last year and hasn't had COVID.  The second record is also a man, aged 65 to 69, but from Rhode Island. He is 1.75 meters tall, weighs 68.04 kilograms, with a BMI of 22.15. He has had 0 days of poor physical or mental health recently and gets a solid 9 hours of sleep. He has no teeth removed and no skin cancer, but he does have arthritis. Otherwise, he shares the same \"No\" answers for all the other major health conditions and difficulties. He is also physically active, had a recent checkup, and has never smoked or vaped. He is also a White, non-Hispanic alcohol drinker. He got his flu shot last year but has not had a pneumococcal vaccine, and his last tetanus shot type is uncertain.  Finally, the third record is a woman aged 70 to 74 from South Dakota. She is 1.73 meters tall, weighs 68.04 kilograms, with a BMI of 22.81. She's had 3 poor physical health days and 0 poor mental health days, sleeping 8 hours. She has no teeth removed and no reported conditions except that she has had a chest scan. Like the others, she is physically active, had a checkup within the year, and has never smoked or used e-cigarettes. She is a White, non-Hispanic alcohol drinker. She got a flu shot recently but no pneumococcal vaccine, and her last tetanus shot was not Tdap.  Looking at these three, I'm a bit torn on which one seems to be in the most robust \"Good\" health category. Could you help me figure out which profile most strongly suggests a person in generally good health?",
   "meta_info": {
     "domain": "medical"
   },
@@ -27,7 +27,6 @@
           "Race": null,
           "Diabetic": null,
           "PhysicalActivity": null,
-          "GenHealth": null,
           "SleepTime": null,
           "Asthma": null,
           "KidneyDisease": null,
@@ -87,7 +86,6 @@
           "Race": null,
           "Diabetic": null,
           "PhysicalActivity": null,
-          "GenHealth": null,
           "SleepTime": null,
           "Asthma": null,
           "KidneyDisease": null,
@@ -147,7 +145,6 @@
           "Race": null,
           "Diabetic": null,
           "PhysicalActivity": null,
-          "GenHealth": null,
           "SleepTime": null,
           "Asthma": null,
           "KidneyDisease": null,
@@ -202,4 +199,4 @@
   },
   "response": "",
   "evaluation_score": {}
-}
\ No newline at end of file
+}
diff --git a/decision_making/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B2/Indicators_of_Heart_Disease_(2022_UPDATE)_B2_003.json b/decision_making/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B2/Indicators_of_Heart_Disease_(2022_UPDATE)_B2_003.json
index 67feb3ba2adf756ec9a5ef7bef459e2449b2f640..4418b760c0f3c63f3e56dcfb893a328ce5793ec8 100644
--- a/decision_making/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B2/Indicators_of_Heart_Disease_(2022_UPDATE)_B2_003.json
+++ b/decision_making/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B2/Indicators_of_Heart_Disease_(2022_UPDATE)_B2_003.json
@@ -27,7 +27,6 @@
           "Race": null,
           "Diabetic": null,
           "PhysicalActivity": null,
-          "GenHealth": null,
           "SleepTime": null,
           "Asthma": null,
           "KidneyDisease": null,
@@ -87,7 +86,6 @@
           "Race": null,
           "Diabetic": null,
           "PhysicalActivity": null,
-          "GenHealth": null,
           "SleepTime": null,
           "Asthma": null,
           "KidneyDisease": null,
@@ -147,7 +145,6 @@
           "Race": null,
           "Diabetic": null,
           "PhysicalActivity": null,
-          "GenHealth": null,
           "SleepTime": null,
           "Asthma": null,
           "KidneyDisease": null,
@@ -202,4 +199,4 @@
   },
   "response": "",
   "evaluation_score": {}
-}
\ No newline at end of file
+}
diff --git a/decision_making/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B2/Indicators_of_Heart_Disease_(2022_UPDATE)_B2_004.json b/decision_making/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B2/Indicators_of_Heart_Disease_(2022_UPDATE)_B2_004.json
index c2cec9d8470086fa77dfef4d4924a541109c133f..ddffce91b9c03b7a668d2494c6f58abe44f72944 100644
--- a/decision_making/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B2/Indicators_of_Heart_Disease_(2022_UPDATE)_B2_004.json
+++ b/decision_making/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B2/Indicators_of_Heart_Disease_(2022_UPDATE)_B2_004.json
@@ -5,7 +5,7 @@
   "perspective": "data_holder",
   "dataset_name": "Indicators_of_Heart_Disease_(2022_UPDATE)",
   "table_path": "kaggle/Indicators_of_Heart_Disease_(2022_UPDATE)",
-  "query": "I'm reviewing these three new patient files we just received, and I need to figure out which one is most likely to be in poor general health based on our historical patient logs, which I have right here for reference. The first person is a 77-year-old woman from Virginia. Her BMI is calculated at 31.09, she's 1.57 meters tall and weighs 77.11 kilograms. She reports 30 days of poor physical health in the last month but 0 days of poor mental health. She sleeps 10 hours a night, is a former smoker who never used e-cigarettes, and does drink alcohol. She had a checkup within the past year. She has had COPD and arthritis, but no heart attack, stroke, skin cancer, depressive disorder, kidney disease, diabetes, hearing loss, vision difficulty, or concentration problems. However, she does have difficulty walking and with dressing or bathing. She is White, non-Hispanic, had a chest scan, is up to date on her pneumococcal and Tdap vaccines, and once tested positive for COVID on a home test. The second file is for a woman aged 70 to 74. Her BMI is 27.73. She does not have heart disease, doesn't smoke, doesn't drink alcohol, and hasn't had a stroke. She reports 0 days of poor physical health and 4 days of poor mental health. She is not diabetic, engages in physical activity, sleeps 5 hours a night, and has no asthma or kidney disease. Finally, the third record is for a woman aged 80 or older who is White. She does have heart disease. Her BMI is 19.05. She doesn't smoke, hasn't had a stroke, and has no difficulty walking. She is diabetic, sleeps 7 hours a night, and has no kidney disease or skin cancer. Looking at my old archives, I can see patterns, but I'm really torn here. Based on all these details I've just read out, which patient should I flag as being in poor overall health?",
+  "query": "I need your help sorting through three patient records I just pulled for a heart health review, and I'm honestly torn on how to categorize their overall health. I've also got my historical archives from past screenings to cross-check against, which I'm sharing with you for reference. Let me describe the new records. The first record is a 75-to-79-year-old female from Virginia with a BMI of 31.09 who reported 30 days of poor physical health but zero poor mental health days, sleeps 10 hours a night, and had a checkup within the past year. She's had no heart attack, no stroke, no skin cancer, no depressive disorder, no kidney disease, no diabetes, no hearing or vision trouble, and no difficulty concentrating — but she does have COPD and arthritis, plus difficulty walking and difficulty dressing or bathing. She's a former smoker who never touched e-cigarettes, has had a chest scan, is White only, Non-Hispanic, stands 1.57 meters, weighs 77.11 kilograms, drinks alcohol, has had the pneumococcal vaccine, received a Tdap shot, and tested positive for COVID via a home test without a health professional. The second record is a much younger woman, 35 to 39, with a BMI of 22.31, who reported 30 days of poor mental health, had a checkup within the past year, and has no heart attack, no COPD, no diabetes, no hearing problems, no difficulty concentrating or dressing or bathing — she's 1.63 meters tall, weighs 58.97 kilograms, drinks alcohol, and has never had the pneumococcal vaccine. The third is a 40-to-44-year-old male from Alaska with a BMI of 24.22, zero poor mental health days, no skin cancer, no COPD, no depressive disorder, no arthritis, no trouble walking or dressing, has had a chest scan, and stands 2.01 meters tall. Given all this, I'm trying to flag who might land in the poorest overall health category — can you help me weigh these three?",
   "meta_info": {
     "domain": "medical"
   },
@@ -27,7 +27,6 @@
           "Race": null,
           "Diabetic": null,
           "PhysicalActivity": null,
-          "GenHealth": null,
           "SleepTime": null,
           "Asthma": null,
           "KidneyDisease": null,
@@ -74,58 +73,57 @@
       {
         "scenario_id": "002",
         "features": {
-          "HeartDisease": "No",
-          "BMI": "27.73",
-          "Smoking": "No",
-          "AlcoholDrinking": "No",
-          "Stroke": "No",
-          "PhysicalHealth": "0.0",
-          "MentalHealth": "4.0",
+          "HeartDisease": null,
+          "BMI": "22.31",
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
           "DiffWalking": null,
           "Sex": "Female",
-          "AgeCategory": "70-74",
+          "AgeCategory": "Age 35 to 39",
           "Race": null,
-          "Diabetic": "No",
-          "PhysicalActivity": "Yes",
-          "GenHealth": "Very good",
-          "SleepTime": "5.0",
-          "Asthma": "No",
-          "KidneyDisease": "No",
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
           "SkinCancer": null,
           "State": null,
-          "GeneralHealth": "",
+          "GeneralHealth": "Good",
           "PhysicalHealthDays": null,
-          "MentalHealthDays": null,
-          "LastCheckupTime": null,
+          "MentalHealthDays": "30.0",
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
           "PhysicalActivities": null,
           "SleepHours": null,
           "RemovedTeeth": null,
-          "HadHeartAttack": null,
+          "HadHeartAttack": "No",
           "HadAngina": null,
           "HadStroke": null,
           "HadAsthma": null,
           "HadSkinCancer": null,
-          "HadCOPD": null,
+          "HadCOPD": "No",
           "HadDepressiveDisorder": null,
           "HadKidneyDisease": null,
           "HadArthritis": null,
-          "HadDiabetes": null,
-          "DeafOrHardOfHearing": null,
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
           "BlindOrVisionDifficulty": null,
-          "DifficultyConcentrating": null,
+          "DifficultyConcentrating": "No",
           "DifficultyWalking": null,
-          "DifficultyDressingBathing": null,
+          "DifficultyDressingBathing": "No",
           "DifficultyErrands": null,
           "SmokerStatus": null,
           "ECigaretteUsage": null,
           "ChestScan": null,
           "RaceEthnicityCategory": null,
-          "HeightInMeters": null,
-          "WeightInKilograms": null,
-          "AlcoholDrinkers": null,
+          "HeightInMeters": "1.63",
+          "WeightInKilograms": "58.97",
+          "AlcoholDrinkers": "Yes",
           "HIVTesting": null,
           "FluVaxLast12": null,
-          "PneumoVaxEver": null,
+          "PneumoVaxEver": "No",
           "TetanusLast10Tdap": null,
           "HighRiskLastYear": null,
           "CovidPos": null
@@ -134,28 +132,27 @@
       {
         "scenario_id": "003",
         "features": {
-          "HeartDisease": "Yes",
-          "BMI": "19.05",
-          "Smoking": "No",
+          "HeartDisease": null,
+          "BMI": "24.22",
+          "Smoking": null,
           "AlcoholDrinking": null,
-          "Stroke": "No",
+          "Stroke": null,
           "PhysicalHealth": null,
           "MentalHealth": null,
-          "DiffWalking": "No",
-          "Sex": "Female",
-          "AgeCategory": "80 or older",
-          "Race": "White",
-          "Diabetic": "Yes",
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 40 to 44",
+          "Race": null,
+          "Diabetic": null,
           "PhysicalActivity": null,
-          "GenHealth": "Good",
-          "SleepTime": "7.0",
+          "SleepTime": null,
           "Asthma": null,
-          "KidneyDisease": "No",
-          "SkinCancer": "No",
-          "State": null,
-          "GeneralHealth": "",
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Alaska",
+          "GeneralHealth": "Excellent",
           "PhysicalHealthDays": null,
-          "MentalHealthDays": null,
+          "MentalHealthDays": "0.0",
           "LastCheckupTime": null,
           "PhysicalActivities": null,
           "SleepHours": null,
@@ -164,23 +161,23 @@
           "HadAngina": null,
           "HadStroke": null,
           "HadAsthma": null,
-          "HadSkinCancer": null,
-          "HadCOPD": null,
-          "HadDepressiveDisorder": null,
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
           "HadKidneyDisease": null,
-          "HadArthritis": null,
+          "HadArthritis": "No",
           "HadDiabetes": null,
           "DeafOrHardOfHearing": null,
           "BlindOrVisionDifficulty": null,
           "DifficultyConcentrating": null,
-          "DifficultyWalking": null,
-          "DifficultyDressingBathing": null,
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
           "DifficultyErrands": null,
           "SmokerStatus": null,
           "ECigaretteUsage": null,
-          "ChestScan": null,
+          "ChestScan": "Yes",
           "RaceEthnicityCategory": null,
-          "HeightInMeters": null,
+          "HeightInMeters": "2.01",
           "WeightInKilograms": null,
           "AlcoholDrinkers": null,
           "HIVTesting": null,
@@ -202,4 +199,4 @@
   },
   "response": "",
   "evaluation_score": {}
-}
\ No newline at end of file
+}
diff --git a/decision_making/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B2/Indicators_of_Heart_Disease_(2022_UPDATE)_B2_005.json b/decision_making/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B2/Indicators_of_Heart_Disease_(2022_UPDATE)_B2_005.json
index ade56fb4fb5d2298426b8aa22733cbe2aa7413df..511c275d809675b221282597293d61900d04665a 100644
--- a/decision_making/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B2/Indicators_of_Heart_Disease_(2022_UPDATE)_B2_005.json
+++ b/decision_making/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B2/Indicators_of_Heart_Disease_(2022_UPDATE)_B2_005.json
@@ -27,7 +27,6 @@
           "Race": null,
           "Diabetic": null,
           "PhysicalActivity": null,
-          "GenHealth": null,
           "SleepTime": null,
           "Asthma": null,
           "KidneyDisease": null,
@@ -87,7 +86,6 @@
           "Race": null,
           "Diabetic": null,
           "PhysicalActivity": null,
-          "GenHealth": null,
           "SleepTime": null,
           "Asthma": null,
           "KidneyDisease": null,
@@ -142,4 +140,4 @@
   },
   "response": "",
   "evaluation_score": {}
-}
\ No newline at end of file
+}
diff --git a/decision_making/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B2/Indicators_of_Heart_Disease_(2022_UPDATE)_B2_006.json b/decision_making/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B2/Indicators_of_Heart_Disease_(2022_UPDATE)_B2_006.json
index 8e80eec2602f40423b159a1502597b6f8f5f8a15..460434920d1dd8dbce060e55436436a35b218841 100644
--- a/decision_making/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B2/Indicators_of_Heart_Disease_(2022_UPDATE)_B2_006.json
+++ b/decision_making/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B2/Indicators_of_Heart_Disease_(2022_UPDATE)_B2_006.json
@@ -27,7 +27,6 @@
           "Race": null,
           "Diabetic": null,
           "PhysicalActivity": null,
-          "GenHealth": null,
           "SleepTime": null,
           "Asthma": null,
           "KidneyDisease": null,
@@ -87,7 +86,6 @@
           "Race": null,
           "Diabetic": null,
           "PhysicalActivity": null,
-          "GenHealth": null,
           "SleepTime": null,
           "Asthma": null,
           "KidneyDisease": null,
@@ -142,4 +140,4 @@
   },
   "response": "",
   "evaluation_score": {}
-}
\ No newline at end of file
+}
diff --git a/decision_making/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B2/current.csv b/decision_making/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B2/current.csv
index c4a2483573e86247c7e4a67c3b5f8e64768d8ca3..00b44424dd535d830012280b8a44e0f419b0b045 100644
--- a/decision_making/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B2/current.csv
+++ b/decision_making/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B2/current.csv
@@ -1,16 +1,16 @@
-HeartDisease,BMI,Smoking,AlcoholDrinking,Stroke,PhysicalHealth,MentalHealth,DiffWalking,Sex,AgeCategory,Race,Diabetic,PhysicalActivity,GenHealth,SleepTime,Asthma,KidneyDisease,SkinCancer,State,GeneralHealth,PhysicalHealthDays,MentalHealthDays,LastCheckupTime,PhysicalActivities,SleepHours,RemovedTeeth,HadHeartAttack,HadAngina,HadStroke,HadAsthma,HadSkinCancer,HadCOPD,HadDepressiveDisorder,HadKidneyDisease,HadArthritis,HadDiabetes,DeafOrHardOfHearing,BlindOrVisionDifficulty,DifficultyConcentrating,DifficultyWalking,DifficultyDressingBathing,DifficultyErrands,SmokerStatus,ECigaretteUsage,ChestScan,RaceEthnicityCategory,HeightInMeters,WeightInKilograms,AlcoholDrinkers,HIVTesting,FluVaxLast12,PneumoVaxEver,TetanusLast10Tdap,HighRiskLastYear,CovidPos
-,28.72,,,,,,,Female,Age 55 to 59,,,,,,,,,Guam,Good,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,Yes,No,Yes,Yes,No,No,No,Never smoked,Not at all (right now),No,"Other race only, Non-Hispanic",1.57,71.21,No,No,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-,29.68,,,,,,,Male,Age 70 to 74,,,,,,,,,New York,Fair,3.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,No,No,No,No,Yes,No,No,No,Yes,Yes,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.75,91.17,No,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
-,25.04,,,,,,,Male,Age 65 to 69,,,,,,,,,Washington,Very good,3.0,0.0,Within past year (anytime less than 12 months ago),Yes,2.0,1 to 5,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.88,88.45,Yes,No,Yes,Yes,"Yes, received tetanus shot, but not Tdap",No,No
-,22.15,,,,,,,Male,Age 65 to 69,,,,,,,,,Rhode Island,Good,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,9.0,None of them,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.75,68.04,Yes,No,Yes,No,"Yes, received tetanus shot but not sure what type",No,No
-,22.81,,,,,,,Female,Age 70 to 74,,,,,,,,,South Dakota,Very good,3.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.73,68.04,Yes,No,Yes,No,"Yes, received tetanus shot, but not Tdap",No,No
-,24.03,,,,,,,Female,Age 65 to 69,,,,,,,,,Puerto Rico,Good,0.0,30.0,Within past year (anytime less than 12 months ago),Yes,12.0,1 to 5,No,No,No,No,No,No,Yes,No,,No,Yes,Yes,Yes,No,No,No,Never smoked,Never used e-cigarettes in my entire life,,Hispanic,1.63,63.5,No,Yes,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-,23.91,,,,,,,Female,Age 35 to 39,,,,,,,,,Nevada,Good,5.0,5.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,Hispanic,1.6,61.23,No,No,Yes,No,"Yes, received tetanus shot but not sure what type",No,Yes
-,29.53,,,,,,,Male,Age 60 to 64,,,,,,,,,Iowa,Very good,0.0,0.0,5 or more years ago,No,6.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.75,90.72,Yes,No,No,No,"Yes, received tetanus shot, but not Tdap",No,No
-,31.09,,,,,,,Female,Age 75 to 79,,,,,,,,,Virginia,Poor,30.0,0.0,Within past year (anytime less than 12 months ago),Yes,10.0,"6 or more, but not all",No,No,No,No,No,Yes,No,No,Yes,No,No,No,No,Yes,Yes,Yes,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.57,77.11,Yes,Yes,Yes,Yes,"Yes, received Tdap",No,Tested positive using home test without a health professional
-No,27.73,No,No,No,0.0,4.0,No,Female,70-74,White,No,Yes,Very good,5.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-Yes,19.05,No,No,No,30.0,0.0,No,Female,80 or older,White,Yes,Yes,Good,7.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,29.76,,,,,,,Female,Age 75 to 79,,,,,,,,,Hawaii,Very good,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,1 to 5,No,No,No,Yes,No,No,Yes,Yes,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.6,76.2,Yes,No,Yes,No,"Yes, received tetanus shot but not sure what type",No,Yes
-,31.79,,,,,,,Female,Age 40 to 44,,,,,,,,,West Virginia,Good,0.0,15.0,Within past year (anytime less than 12 months ago),Yes,8.0,"6 or more, but not all",No,No,No,Yes,No,No,Yes,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.7,92.08,No,Yes,Yes,Yes,"Yes, received Tdap",No,Yes
-,25.4,,,,,,,Male,Age 60 to 64,,,,,,,,,Nebraska,Poor,30.0,30.0,Within past year (anytime less than 12 months ago),Yes,8.0,"6 or more, but not all",No,No,No,No,No,No,Yes,No,Yes,No,No,No,Yes,Yes,No,No,Former smoker,Not at all (right now),Yes,"White only, Non-Hispanic",1.78,80.29,Yes,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-,32.32,,,,,,,Female,Age 80 or older,,,,,,,,,New Hampshire,Fair,0.0,0.0,Within past year (anytime less than 12 months ago),No,8.0,"6 or more, but not all",No,No,No,No,No,No,No,No,Yes,Yes,Yes,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.5,72.57,No,No,Yes,Yes,"Yes, received tetanus shot, but not Tdap",No,No
+HeartDisease,BMI,Smoking,AlcoholDrinking,Stroke,PhysicalHealth,MentalHealth,DiffWalking,Sex,AgeCategory,Race,Diabetic,PhysicalActivity,SleepTime,Asthma,KidneyDisease,SkinCancer,State,GeneralHealth,PhysicalHealthDays,MentalHealthDays,LastCheckupTime,PhysicalActivities,SleepHours,RemovedTeeth,HadHeartAttack,HadAngina,HadStroke,HadAsthma,HadSkinCancer,HadCOPD,HadDepressiveDisorder,HadKidneyDisease,HadArthritis,HadDiabetes,DeafOrHardOfHearing,BlindOrVisionDifficulty,DifficultyConcentrating,DifficultyWalking,DifficultyDressingBathing,DifficultyErrands,SmokerStatus,ECigaretteUsage,ChestScan,RaceEthnicityCategory,HeightInMeters,WeightInKilograms,AlcoholDrinkers,HIVTesting,FluVaxLast12,PneumoVaxEver,TetanusLast10Tdap,HighRiskLastYear,CovidPos
+,28.72,,,,,,,Female,Age 55 to 59,,,,,,,,Guam,Good,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,Yes,No,Yes,Yes,No,No,No,Never smoked,Not at all (right now),No,"Other race only, Non-Hispanic",1.57,71.21,No,No,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+,29.68,,,,,,,Male,Age 70 to 74,,,,,,,,New York,Fair,3.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,No,No,No,No,Yes,No,No,No,Yes,Yes,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.75,91.17,No,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
+,25.04,,,,,,,Male,Age 65 to 69,,,,,,,,Washington,Very good,3.0,0.0,Within past year (anytime less than 12 months ago),Yes,2.0,1 to 5,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.88,88.45,Yes,No,Yes,Yes,"Yes, received tetanus shot, but not Tdap",No,No
+,22.15,,,,,,,Male,Age 65 to 69,,,,,,,,Rhode Island,Good,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,9.0,None of them,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.75,68.04,Yes,No,Yes,No,"Yes, received tetanus shot but not sure what type",No,No
+,22.81,,,,,,,Female,Age 70 to 74,,,,,,,,South Dakota,Very good,3.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.73,68.04,Yes,No,Yes,No,"Yes, received tetanus shot, but not Tdap",No,No
+,24.03,,,,,,,Female,Age 65 to 69,,,,,,,,Puerto Rico,Good,0.0,30.0,Within past year (anytime less than 12 months ago),Yes,12.0,1 to 5,No,No,No,No,No,No,Yes,No,,No,Yes,Yes,Yes,No,No,No,Never smoked,Never used e-cigarettes in my entire life,,Hispanic,1.63,63.5,No,Yes,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+,23.91,,,,,,,Female,Age 35 to 39,,,,,,,,Nevada,Good,5.0,5.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,Hispanic,1.6,61.23,No,No,Yes,No,"Yes, received tetanus shot but not sure what type",No,Yes
+,29.53,,,,,,,Male,Age 60 to 64,,,,,,,,Iowa,Very good,0.0,0.0,5 or more years ago,No,6.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.75,90.72,Yes,No,No,No,"Yes, received tetanus shot, but not Tdap",No,No
+,31.09,,,,,,,Female,Age 75 to 79,,,,,,,,Virginia,Poor,30.0,0.0,Within past year (anytime less than 12 months ago),Yes,10.0,"6 or more, but not all",No,No,No,No,No,Yes,No,No,Yes,No,No,No,No,Yes,Yes,Yes,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.57,77.11,Yes,Yes,Yes,Yes,"Yes, received Tdap",No,Tested positive using home test without a health professional
+No,27.73,No,No,No,0.0,4.0,No,Female,70-74,White,No,Yes,5.0,No,No,No,,Very good,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+Yes,19.05,No,No,No,30.0,0.0,No,Female,80 or older,White,Yes,Yes,7.0,Yes,No,No,,Good,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,29.76,,,,,,,Female,Age 75 to 79,,,,,,,,Hawaii,Very good,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,1 to 5,No,No,No,Yes,No,No,Yes,Yes,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.6,76.2,Yes,No,Yes,No,"Yes, received tetanus shot but not sure what type",No,Yes
+,31.79,,,,,,,Female,Age 40 to 44,,,,,,,,West Virginia,Good,0.0,15.0,Within past year (anytime less than 12 months ago),Yes,8.0,"6 or more, but not all",No,No,No,Yes,No,No,Yes,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.7,92.08,No,Yes,Yes,Yes,"Yes, received Tdap",No,Yes
+,25.4,,,,,,,Male,Age 60 to 64,,,,,,,,Nebraska,Poor,30.0,30.0,Within past year (anytime less than 12 months ago),Yes,8.0,"6 or more, but not all",No,No,No,No,No,No,Yes,No,Yes,No,No,No,Yes,Yes,No,No,Former smoker,Not at all (right now),Yes,"White only, Non-Hispanic",1.78,80.29,Yes,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+,32.32,,,,,,,Female,Age 80 or older,,,,,,,,New Hampshire,Fair,0.0,0.0,Within past year (anytime less than 12 months ago),No,8.0,"6 or more, but not all",No,No,No,No,No,No,No,No,Yes,Yes,Yes,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.5,72.57,No,No,Yes,Yes,"Yes, received tetanus shot, but not Tdap",No,No
diff --git a/decision_making/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B2/history.csv b/decision_making/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B2/history.csv
index c2efc8668a7d80642f147c07db15b3da0b630713..cf4252d52aefced22634e9a6a54d20590715186a 100644
--- a/decision_making/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B2/history.csv
+++ b/decision_making/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B2/history.csv
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:0087ce2112773f9b88077e6f713a683eff2540220613d8375541ee87d6ace908
-size 271694926
+oid sha256:cdeaf8ddba61c9334b356ddee78bd3ac39b6513aa999b6fc5aaa6500f6c75c59
+size 270672586
diff --git a/decision_making/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B2/info.json b/decision_making/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B2/info.json
index f32b1dffcbf491d0da6dfab0b3934e753c6da9e3..c876b7e9aa18ec2175d72a1a6b59bf487c77e98c 100644
--- a/decision_making/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B2/info.json
+++ b/decision_making/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B2/info.json
@@ -1,401 +1,393 @@
 {
-    "name": "Indicators of Heart Disease (2022 UPDATE)",
-    "source": "https://www.kaggle.com/datasets/kamilpytlak/personal-key-indicators-of-heart-disease/data",
-    "data_intro": "The dataset originally comes from the CDC and is a major part of the Behavioral Risk Factor Surveillance System (BRFSS), which conducts annual telephone surveys to collect data on the health status of U.S. residents. As described by the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm): \"Established in 1984 with 15 states, BRFSS now collects data in all 50 states, the District of Columbia, and three U.S. territories. BRFSS completes more than 400,000 adult interviews each year, making it the largest continuously conducted health survey system in the world. The most recent dataset includes data from 2023. In this dataset, I noticed many factors (questions) that directly or indirectly influence heart disease, so I decided to select the most relevant variables from it. I also decided to share with you two versions of the most recent dataset: with NaNs and without it.",
-    "is_splited": false,
-    "overall_size": 1010949,
-    "train_size": 0,
-    "test_size": 0,
-    "c_classes": 46,
-    "n_classes": 9,
-    "cat_feature_intro": {
-        "HeartDisease": "The dataset originally comes from the CDC and is a major part of the Behavioral Risk Factor Surveillance System (BRFSS), which conducts annual telephone surveys to collect data on the health status of U.S. residents. As described by the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm): \"Established in 1984 with 15 states, BRFSS now collects data in all 50 states, the District of Columbia, and three U.S. territories. BRFSS completes more than 400,000 adult interviews each year, making it the largest continuously conducted health survey system in the world. The most recent dataset includes data from 2023. In this dataset, I noticed many factors (questions) that directly or indirectly influence heart disease, so I decided to select the most relevant variables from it. I also decided to share with you two versions of the most recent dataset: with NaNs and without it.",
-        "Smoking": "According to the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm), heart disease is a leading cause of death for people of most races in the U.S. (African Americans, American Indians and Alaska Natives, and whites). About half of all Americans (47%) have at least 1 of 3 major risk factors for heart disease: high blood pressure, high cholesterol, and smoking. Other key indicators include diabetes status, obesity (high BMI), not getting enough physical activity, or drinking too much alcohol. Identifying and preventing the factors that have the greatest impact on heart disease is very important in healthcare. In turn, developments in computing allow the application of machine learning methods to detect \"patterns\" in the data that can predict a patient's condition.",
-        "AlcoholDrinking": "According to the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm), excessive alcohol consumption can lead to high blood pressure, heart failure, and even stroke. It is important to monitor and manage alcohol intake to reduce the risk of heart disease.",
-        "Stroke": "A stroke is a medical emergency that occurs when the blood supply to part of the brain is interrupted or reduced, preventing brain tissue from getting oxygen and nutrients. This can lead to serious health complications, including heart disease.",
-        "DiffWalking": "Difficulty walking can be a sign of underlying health issues, including heart disease. It is important to address mobility issues to improve overall health and reduce the risk of heart-related complications.",
-        "Sex": "Sex is a biological factor that can influence the risk of heart disease. Men and women may experience different symptoms and risk factors for heart disease.",
-        "AgeCategory": "Age is a significant risk factor for heart disease. As people age, their risk of developing heart disease increases. It is important to monitor heart health as individuals get older.",
-        "Race": "According to the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm), heart disease is a leading cause of death for people of most races in the U.S. (African Americans, American Indians and Alaska Natives, and whites). About half of all Americans (47%) have at least 1 of 3 major risk factors for heart disease: high blood pressure, high cholesterol, and smoking. Other key indicators include diabetes status, obesity (high BMI), not getting enough physical activity, or drinking too much alcohol. Identifying and preventing the factors that have the greatest impact on heart disease is very important in healthcare. In turn, developments in computing allow the application of machine learning methods to detect \"patterns\" in the data that can predict a patient's condition.",
-        "Diabetic": "Diabetes is a major risk factor for heart disease. High blood sugar levels can damage blood vessels and nerves that control the heart, leading to an increased risk of heart disease.",
-        "PhysicalActivity": "Regular physical activity is important for maintaining heart health. It can help reduce the risk of heart disease by improving blood pressure, cholesterol levels, and overall cardiovascular fitness.",
-        "GenHealth": "General health status can influence the risk of heart disease. It is important to maintain overall health and address any underlying health issues to reduce the risk of heart-related complications.",
-        "Asthma": "Asthma is a chronic respiratory condition that can affect heart health. It is important to manage asthma symptoms to reduce the risk of heart disease.",
-        "KidneyDisease": "Kidney disease can increase the risk of heart disease. It is important to monitor and manage kidney health to reduce the risk of heart-related complications.",
-        "SkinCancer": "Skin cancer is a type of cancer that can affect overall health. It is important to address and treat skin cancer to maintain overall health and reduce the risk of heart disease.",
-        "State": "The dataset originally comes from the CDC and is a major part of the Behavioral Risk Factor Surveillance System (BRFSS), which conducts annual telephone surveys to collect data on the health status of U.S. residents. As described by the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm): \"Established in 1984 with 15 states, BRFSS now collects data in all 50 states, the District of Columbia, and three U.S. territories. BRFSS completes more than 400,000 adult interviews each year, making it the largest continuously conducted health survey system in the world. The most recent dataset includes data from 2023. In this dataset, I noticed many factors (questions) that directly or indirectly influence heart disease, so I decided to select the most relevant variables from it. I also decided to share with you two versions of the most recent dataset: with NaNs and without it.",
-        "GeneralHealth": "General health status can influence the risk of heart disease. It is important to maintain overall health and address any underlying health issues to reduce the risk of heart-related complications.",
-        "LastCheckupTime": "The time since the last medical checkup can be an important factor in heart health. Regular checkups can help identify and address risk factors for heart disease early.",
-        "PhysicalActivities": "Engaging in regular physical activities is important for maintaining heart health. It can help reduce the risk of heart disease by improving blood pressure, cholesterol levels, and overall cardiovascular fitness.",
-        "RemovedTeeth": "The number of removed teeth can be an indicator of overall health, including heart health. Poor oral health has been linked to an increased risk of heart disease.",
-        "HadHeartAttack": "As described above, the original dataset of nearly 300 variables was reduced to 40 variables. In addition to classical EDA, this dataset can be used to apply a number of machine learning methods, especially classifier models (logistic regression, SVM, random forest, etc.). You should treat the variable \"HadHeartAttack\" as binary (\"Yes\" - respondent had heart disease; \"No\" - respondent did not have heart disease). Note, however, that the classes are unbalanced, so the classic approach of applying a model is not advisable. Fixing the weights/undersampling should yield much better results. Based on the data set, I built a logistic regression model and embedded it in an application that might inspire you: https://share.streamlit.io/kamilpytlak/heart-condition-checker/main/app.py. Can you indicate which variables have a significant effect on the likelihood of heart disease?",
-        "HadAngina": "Angina is a type of chest pain caused by reduced blood flow to the heart. It is a symptom of coronary artery disease and can indicate an increased risk of heart disease.",
-        "HadStroke": "A stroke is a medical emergency that occurs when the blood supply to part of the brain is interrupted or reduced, preventing brain tissue from getting oxygen and nutrients. This can lead to serious health complications, including heart disease.",
-        "HadAsthma": "Asthma is a chronic respiratory condition that can affect heart health. It is important to manage asthma symptoms to reduce the risk of heart disease.",
-        "HadSkinCancer": "Skin cancer is a type of cancer that can affect overall health. It is important to address and treat skin cancer to maintain overall health and reduce the risk of heart disease.",
-        "HadCOPD": "Chronic obstructive pulmonary disease (COPD) is a chronic inflammatory lung disease that causes obstructed airflow from the lungs. It can increase the risk of heart disease.",
-        "HadDepressiveDisorder": "Depressive disorders can affect overall health and increase the risk of heart disease. It is important to address and manage mental health to reduce the risk of heart-related complications.",
-        "HadKidneyDisease": "Kidney disease can increase the risk of heart disease. It is important to monitor and manage kidney health to reduce the risk of heart-related complications.",
-        "HadArthritis": "Arthritis is a condition that causes inflammation of the joints. It can affect overall health and increase the risk of heart disease.",
-        "HadDiabetes": "Diabetes is a major risk factor for heart disease. High blood sugar levels can damage blood vessels and nerves that control the heart, leading to an increased risk of heart disease.",
-        "DeafOrHardOfHearing": "Hearing loss can affect overall health and quality of life. It is important to address and manage hearing issues to maintain overall health and reduce the risk of heart disease.",
-        "BlindOrVisionDifficulty": "Vision difficulties can affect overall health and quality of life. It is important to address and manage vision issues to maintain overall health and reduce the risk of heart disease.",
-        "DifficultyConcentrating": "Difficulty concentrating can be a sign of underlying health issues, including heart disease. It is important to address cognitive issues to improve overall health and reduce the risk of heart-related complications.",
-        "DifficultyWalking": "Difficulty walking can be a sign of underlying health issues, including heart disease. It is important to address mobility issues to improve overall health and reduce the risk of heart-related complications.",
-        "DifficultyDressingBathing": "Difficulty with daily activities such as dressing and bathing can be a sign of underlying health issues, including heart disease. It is important to address these issues to improve overall health and reduce the risk of heart-related complications.",
-        "DifficultyErrands": "Difficulty running errands can be a sign of underlying health issues, including heart disease. It is important to address these issues to improve overall health and reduce the risk of heart-related complications.",
-        "SmokerStatus": "Smoking is a major risk factor for heart disease. It is important to address and manage smoking habits to reduce the risk of heart-related complications.",
-        "ECigaretteUsage": "E-cigarette usage can affect heart health. It is important to monitor and manage e-cigarette usage to reduce the risk of heart disease.",
-        "ChestScan": "Chest scans can help identify underlying health issues, including heart disease. It is important to monitor and address any abnormalities found in chest scans to maintain overall health.",
-        "RaceEthnicityCategory": "Race and ethnicity can influence the risk of heart disease. It is important to consider these factors when assessing and managing heart health.",
-        "AlcoholDrinkers": "According to the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm), excessive alcohol consumption can lead to high blood pressure, heart failure, and even stroke. It is important to monitor and manage alcohol intake to reduce the risk of heart disease.",
-        "HIVTesting": "HIV testing is important for overall health. It is important to address and manage HIV status to reduce the risk of heart-related complications.",
-        "FluVaxLast12": "Receiving a flu vaccine in the last 12 months can help reduce the risk of respiratory infections, which can affect heart health. It is important to stay up-to-date with vaccinations to maintain overall health.",
-        "PneumoVaxEver": "Receiving a pneumococcal vaccine can help reduce the risk of respiratory infections, which can affect heart health. It is important to stay up-to-date with vaccinations to maintain overall health.",
-        "TetanusLast10Tdap": "Receiving a tetanus vaccine in the last 10 years can help reduce the risk of infections, which can affect heart health. It is important to stay up-to-date with vaccinations to maintain overall health.",
-        "HighRiskLastYear": "Being at high risk for health issues in the last year can affect overall health and increase the risk of heart disease. It is important to address and manage high-risk factors to reduce the risk of heart-related complications.",
-        "CovidPos": "Testing positive for COVID-19 can affect overall health and increase the risk of heart disease. It is important to monitor and manage COVID-19 symptoms to reduce the risk of heart-related complications."
-    },
-    "num_feature_intro": {
-        "BMI": "According to the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm), heart disease is a leading cause of death for people of most races in the U.S. (African Americans, American Indians and Alaska Natives, and whites). About half of all Americans (47%) have at least 1 of 3 major risk factors for heart disease: high blood pressure, high cholesterol, and smoking. Other key indicators include diabetes status, obesity (high BMI), not getting enough physical activity, or drinking too much alcohol. Identifying and preventing the factors that have the greatest impact on heart disease is very important in healthcare. In turn, developments in computing allow the application of machine learning methods to detect \"patterns\" in the data that can predict a patient's condition.",
-        "PhysicalHealth": "Physical health is an important factor in overall well-being and can influence the risk of heart disease. It is important to maintain good physical health to reduce the risk of heart-related complications.",
-        "MentalHealth": "Mental health is an important factor in overall well-being and can influence the risk of heart disease. It is important to address and manage mental health to reduce the risk of heart-related complications.",
-        "SleepTime": "Sleep time is an important factor in overall health. Poor sleep can affect heart health and increase the risk of heart disease. It is important to maintain good sleep habits to reduce the risk of heart-related complications.",
-        "PhysicalHealthDays": "The number of days with good physical health can be an indicator of overall well-being. It is important to maintain good physical health to reduce the risk of heart-related complications.",
-        "MentalHealthDays": "The number of days with good mental health can be an indicator of overall well-being. It is important to address and manage mental health to reduce the risk of heart-related complications.",
-        "SleepHours": "The number of hours of sleep can affect overall health. Poor sleep can affect heart health and increase the risk of heart disease. It is important to maintain good sleep habits to reduce the risk of heart-related complications.",
-        "HeightInMeters": "Height can be an indicator of overall health. It is important to monitor and maintain a healthy height-to-weight ratio to reduce the risk of heart disease.",
-        "WeightInKilograms": "Weight can be an indicator of overall health. It is important to maintain a healthy weight to reduce the risk of heart disease."
-    },
-    "evaluation_metric": "The evaluation metric for this dataset can include accuracy, precision, recall, F1-score, and AUC-ROC. These metrics can help assess the performance of machine learning models in predicting heart disease.",
-    "task_type": "classification",
-    "target": "GeneralHealth",
-    "num_feature_value": {
-        "BMI": [
-            12.02,
-            99.64
-        ],
-        "HeightInMeters": [
-            0.91,
-            2.41
-        ],
-        "MentalHealth": [
-            0.0,
-            30.0
-        ],
-        "MentalHealthDays": [
-            0.0,
-            30.0
-        ],
-        "PhysicalHealth": [
-            0.0,
-            30.0
-        ],
-        "PhysicalHealthDays": [
-            0.0,
-            30.0
-        ],
-        "SleepHours": [
-            1.0,
-            24.0
-        ],
-        "SleepTime": [
-            1.0,
-            24.0
-        ],
-        "WeightInKilograms": [
-            22.68,
-            292.57
-        ]
-    },
-    "cat_feature_value": {
-        "AgeCategory": [
-            "18-24",
-            "25-29",
-            "30-34",
-            "35-39",
-            "40-44",
-            "45-49",
-            "50-54",
-            "55-59",
-            "60-64",
-            "65-69",
-            "70-74",
-            "75-79",
-            "80 or older",
-            "Age 18 to 24",
-            "Age 25 to 29",
-            "Age 30 to 34",
-            "Age 35 to 39",
-            "Age 40 to 44",
-            "Age 45 to 49",
-            "Age 50 to 54",
-            "Age 55 to 59",
-            "Age 60 to 64",
-            "Age 65 to 69",
-            "Age 70 to 74",
-            "Age 75 to 79",
-            "Age 80 or older"
-        ],
-        "AlcoholDrinkers": [
-            "No",
-            "Yes"
-        ],
-        "AlcoholDrinking": [
-            "No",
-            "Yes"
-        ],
-        "Asthma": [
-            "No",
-            "Yes"
-        ],
-        "BlindOrVisionDifficulty": [
-            "No",
-            "Yes"
-        ],
-        "ChestScan": [
-            "No",
-            "Yes"
-        ],
-        "CovidPos": [
-            "No",
-            "Tested positive using home test without a health professional",
-            "Yes"
-        ],
-        "DeafOrHardOfHearing": [
-            "No",
-            "Yes"
-        ],
-        "Diabetic": [
-            "No",
-            "No, borderline diabetes",
-            "Yes",
-            "Yes (during pregnancy)"
-        ],
-        "DiffWalking": [
-            "No",
-            "Yes"
-        ],
-        "DifficultyConcentrating": [
-            "No",
-            "Yes"
-        ],
-        "DifficultyDressingBathing": [
-            "No",
-            "Yes"
-        ],
-        "DifficultyErrands": [
-            "No",
-            "Yes"
-        ],
-        "DifficultyWalking": [
-            "No",
-            "Yes"
-        ],
-        "ECigaretteUsage": [
-            "Never used e-cigarettes in my entire life",
-            "Not at all (right now)",
-            "Use them every day",
-            "Use them some days"
-        ],
-        "FluVaxLast12": [
-            "No",
-            "Yes"
-        ],
-        "GenHealth": [
-            "Excellent",
-            "Fair",
-            "Good",
-            "Poor",
-            "Very good"
-        ],
-        "GeneralHealth": [
-            "Excellent",
-            "Fair",
-            "Good",
-            "Poor",
-            "Very good"
-        ],
-        "HIVTesting": [
-            "No",
-            "Yes"
-        ],
-        "HadAngina": [
-            "No",
-            "Yes"
-        ],
-        "HadArthritis": [
-            "No",
-            "Yes"
-        ],
-        "HadAsthma": [
-            "No",
-            "Yes"
-        ],
-        "HadCOPD": [
-            "No",
-            "Yes"
-        ],
-        "HadDepressiveDisorder": [
-            "No",
-            "Yes"
-        ],
-        "HadDiabetes": [
-            "No",
-            "No, pre-diabetes or borderline diabetes",
-            "Yes",
-            "Yes, but only during pregnancy (female)"
-        ],
-        "HadHeartAttack": [
-            "No",
-            "Yes"
-        ],
-        "HadKidneyDisease": [
-            "No",
-            "Yes"
-        ],
-        "HadSkinCancer": [
-            "No",
-            "Yes"
-        ],
-        "HadStroke": [
-            "No",
-            "Yes"
-        ],
-        "HeartDisease": [
-            "No",
-            "Yes"
-        ],
-        "HighRiskLastYear": [
-            "No",
-            "Yes"
-        ],
-        "KidneyDisease": [
-            "No",
-            "Yes"
-        ],
-        "LastCheckupTime": [
-            "5 or more years ago",
-            "Within past 2 years (1 year but less than 2 years ago)",
-            "Within past 5 years (2 years but less than 5 years ago)",
-            "Within past year (anytime less than 12 months ago)"
-        ],
-        "PhysicalActivities": [
-            "No",
-            "Yes"
-        ],
-        "PhysicalActivity": [
-            "No",
-            "Yes"
-        ],
-        "PneumoVaxEver": [
-            "No",
-            "Yes"
-        ],
-        "Race": [
-            "American Indian/Alaskan Native",
-            "Asian",
-            "Black",
-            "Hispanic",
-            "Other",
-            "White"
-        ],
-        "RaceEthnicityCategory": [
-            "Black only, Non-Hispanic",
-            "Hispanic",
-            "Multiracial, Non-Hispanic",
-            "Other race only, Non-Hispanic",
-            "White only, Non-Hispanic"
-        ],
-        "RemovedTeeth": [
-            "1 to 5",
-            "6 or more, but not all",
-            "All",
-            "None of them"
-        ],
-        "Sex": [
-            "Female",
-            "Male"
-        ],
-        "SkinCancer": [
-            "No",
-            "Yes"
-        ],
-        "SmokerStatus": [
-            "Current smoker - now smokes every day",
-            "Current smoker - now smokes some days",
-            "Former smoker",
-            "Never smoked"
-        ],
-        "Smoking": [
-            "No",
-            "Yes"
-        ],
-        "State": [
-            "Alabama",
-            "Alaska",
-            "Arizona",
-            "Arkansas",
-            "California",
-            "Colorado",
-            "Connecticut",
-            "Delaware",
-            "District of Columbia",
-            "Florida",
-            "Georgia",
-            "Guam",
-            "Hawaii",
-            "Idaho",
-            "Illinois",
-            "Indiana",
-            "Iowa",
-            "Kansas",
-            "Kentucky",
-            "Louisiana",
-            "Maine",
-            "Maryland",
-            "Massachusetts",
-            "Michigan",
-            "Minnesota",
-            "Mississippi",
-            "Missouri",
-            "Montana",
-            "Nebraska",
-            "Nevada",
-            "New Hampshire",
-            "New Jersey",
-            "New Mexico",
-            "New York",
-            "North Carolina",
-            "North Dakota",
-            "Ohio",
-            "Oklahoma",
-            "Oregon",
-            "Pennsylvania",
-            "Puerto Rico",
-            "Rhode Island",
-            "South Carolina",
-            "South Dakota",
-            "Tennessee",
-            "Texas",
-            "Utah",
-            "Vermont",
-            "Virgin Islands",
-            "Virginia",
-            "Washington",
-            "West Virginia",
-            "Wisconsin",
-            "Wyoming"
-        ],
-        "Stroke": [
-            "No",
-            "Yes"
-        ],
-        "TetanusLast10Tdap": [
-            "No, did not receive any tetanus shot in the past 10 years",
-            "Yes, received Tdap",
-            "Yes, received tetanus shot but not sure what type",
-            "Yes, received tetanus shot, but not Tdap"
-        ]
-    }
-}
\ No newline at end of file
+  "name": "Indicators of Heart Disease (2022 UPDATE)",
+  "source": "https://www.kaggle.com/datasets/kamilpytlak/personal-key-indicators-of-heart-disease/data",
+  "data_intro": "The dataset originally comes from the CDC and is a major part of the Behavioral Risk Factor Surveillance System (BRFSS), which conducts annual telephone surveys to collect data on the health status of U.S. residents. As described by the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm): \"Established in 1984 with 15 states, BRFSS now collects data in all 50 states, the District of Columbia, and three U.S. territories. BRFSS completes more than 400,000 adult interviews each year, making it the largest continuously conducted health survey system in the world. The most recent dataset includes data from 2023. In this dataset, I noticed many factors (questions) that directly or indirectly influence heart disease, so I decided to select the most relevant variables from it. I also decided to share with you two versions of the most recent dataset: with NaNs and without it.",
+  "is_splited": false,
+  "overall_size": 1010949,
+  "train_size": 0,
+  "test_size": 0,
+  "c_classes": 45,
+  "n_classes": 9,
+  "cat_feature_intro": {
+    "HeartDisease": "The dataset originally comes from the CDC and is a major part of the Behavioral Risk Factor Surveillance System (BRFSS), which conducts annual telephone surveys to collect data on the health status of U.S. residents. As described by the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm): \"Established in 1984 with 15 states, BRFSS now collects data in all 50 states, the District of Columbia, and three U.S. territories. BRFSS completes more than 400,000 adult interviews each year, making it the largest continuously conducted health survey system in the world. The most recent dataset includes data from 2023. In this dataset, I noticed many factors (questions) that directly or indirectly influence heart disease, so I decided to select the most relevant variables from it. I also decided to share with you two versions of the most recent dataset: with NaNs and without it.",
+    "Smoking": "According to the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm), heart disease is a leading cause of death for people of most races in the U.S. (African Americans, American Indians and Alaska Natives, and whites). About half of all Americans (47%) have at least 1 of 3 major risk factors for heart disease: high blood pressure, high cholesterol, and smoking. Other key indicators include diabetes status, obesity (high BMI), not getting enough physical activity, or drinking too much alcohol. Identifying and preventing the factors that have the greatest impact on heart disease is very important in healthcare. In turn, developments in computing allow the application of machine learning methods to detect \"patterns\" in the data that can predict a patient's condition.",
+    "AlcoholDrinking": "According to the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm), excessive alcohol consumption can lead to high blood pressure, heart failure, and even stroke. It is important to monitor and manage alcohol intake to reduce the risk of heart disease.",
+    "Stroke": "A stroke is a medical emergency that occurs when the blood supply to part of the brain is interrupted or reduced, preventing brain tissue from getting oxygen and nutrients. This can lead to serious health complications, including heart disease.",
+    "DiffWalking": "Difficulty walking can be a sign of underlying health issues, including heart disease. It is important to address mobility issues to improve overall health and reduce the risk of heart-related complications.",
+    "Sex": "Sex is a biological factor that can influence the risk of heart disease. Men and women may experience different symptoms and risk factors for heart disease.",
+    "AgeCategory": "Age is a significant risk factor for heart disease. As people age, their risk of developing heart disease increases. It is important to monitor heart health as individuals get older.",
+    "Race": "According to the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm), heart disease is a leading cause of death for people of most races in the U.S. (African Americans, American Indians and Alaska Natives, and whites). About half of all Americans (47%) have at least 1 of 3 major risk factors for heart disease: high blood pressure, high cholesterol, and smoking. Other key indicators include diabetes status, obesity (high BMI), not getting enough physical activity, or drinking too much alcohol. Identifying and preventing the factors that have the greatest impact on heart disease is very important in healthcare. In turn, developments in computing allow the application of machine learning methods to detect \"patterns\" in the data that can predict a patient's condition.",
+    "Diabetic": "Diabetes is a major risk factor for heart disease. High blood sugar levels can damage blood vessels and nerves that control the heart, leading to an increased risk of heart disease.",
+    "PhysicalActivity": "Regular physical activity is important for maintaining heart health. It can help reduce the risk of heart disease by improving blood pressure, cholesterol levels, and overall cardiovascular fitness.",
+    "Asthma": "Asthma is a chronic respiratory condition that can affect heart health. It is important to manage asthma symptoms to reduce the risk of heart disease.",
+    "KidneyDisease": "Kidney disease can increase the risk of heart disease. It is important to monitor and manage kidney health to reduce the risk of heart-related complications.",
+    "SkinCancer": "Skin cancer is a type of cancer that can affect overall health. It is important to address and treat skin cancer to maintain overall health and reduce the risk of heart disease.",
+    "State": "The dataset originally comes from the CDC and is a major part of the Behavioral Risk Factor Surveillance System (BRFSS), which conducts annual telephone surveys to collect data on the health status of U.S. residents. As described by the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm): \"Established in 1984 with 15 states, BRFSS now collects data in all 50 states, the District of Columbia, and three U.S. territories. BRFSS completes more than 400,000 adult interviews each year, making it the largest continuously conducted health survey system in the world. The most recent dataset includes data from 2023. In this dataset, I noticed many factors (questions) that directly or indirectly influence heart disease, so I decided to select the most relevant variables from it. I also decided to share with you two versions of the most recent dataset: with NaNs and without it.",
+    "GeneralHealth": "Self-reported general health from BRFSS GENHLTH: Excellent, Very good, Good, Fair, or Poor.",
+    "LastCheckupTime": "The time since the last medical checkup can be an important factor in heart health. Regular checkups can help identify and address risk factors for heart disease early.",
+    "PhysicalActivities": "Engaging in regular physical activities is important for maintaining heart health. It can help reduce the risk of heart disease by improving blood pressure, cholesterol levels, and overall cardiovascular fitness.",
+    "RemovedTeeth": "The number of removed teeth can be an indicator of overall health, including heart health. Poor oral health has been linked to an increased risk of heart disease.",
+    "HadHeartAttack": "As described above, the original dataset of nearly 300 variables was reduced to 40 variables. In addition to classical EDA, this dataset can be used to apply a number of machine learning methods, especially classifier models (logistic regression, SVM, random forest, etc.). You should treat the variable \"HadHeartAttack\" as binary (\"Yes\" - respondent had heart disease; \"No\" - respondent did not have heart disease). Note, however, that the classes are unbalanced, so the classic approach of applying a model is not advisable. Fixing the weights/undersampling should yield much better results. Based on the data set, I built a logistic regression model and embedded it in an application that might inspire you: https://share.streamlit.io/kamilpytlak/heart-condition-checker/main/app.py. Can you indicate which variables have a significant effect on the likelihood of heart disease?",
+    "HadAngina": "Angina is a type of chest pain caused by reduced blood flow to the heart. It is a symptom of coronary artery disease and can indicate an increased risk of heart disease.",
+    "HadStroke": "A stroke is a medical emergency that occurs when the blood supply to part of the brain is interrupted or reduced, preventing brain tissue from getting oxygen and nutrients. This can lead to serious health complications, including heart disease.",
+    "HadAsthma": "Asthma is a chronic respiratory condition that can affect heart health. It is important to manage asthma symptoms to reduce the risk of heart disease.",
+    "HadSkinCancer": "Skin cancer is a type of cancer that can affect overall health. It is important to address and treat skin cancer to maintain overall health and reduce the risk of heart disease.",
+    "HadCOPD": "Chronic obstructive pulmonary disease (COPD) is a chronic inflammatory lung disease that causes obstructed airflow from the lungs. It can increase the risk of heart disease.",
+    "HadDepressiveDisorder": "Depressive disorders can affect overall health and increase the risk of heart disease. It is important to address and manage mental health to reduce the risk of heart-related complications.",
+    "HadKidneyDisease": "Kidney disease can increase the risk of heart disease. It is important to monitor and manage kidney health to reduce the risk of heart-related complications.",
+    "HadArthritis": "Arthritis is a condition that causes inflammation of the joints. It can affect overall health and increase the risk of heart disease.",
+    "HadDiabetes": "Diabetes is a major risk factor for heart disease. High blood sugar levels can damage blood vessels and nerves that control the heart, leading to an increased risk of heart disease.",
+    "DeafOrHardOfHearing": "Hearing loss can affect overall health and quality of life. It is important to address and manage hearing issues to maintain overall health and reduce the risk of heart disease.",
+    "BlindOrVisionDifficulty": "Vision difficulties can affect overall health and quality of life. It is important to address and manage vision issues to maintain overall health and reduce the risk of heart disease.",
+    "DifficultyConcentrating": "Difficulty concentrating can be a sign of underlying health issues, including heart disease. It is important to address cognitive issues to improve overall health and reduce the risk of heart-related complications.",
+    "DifficultyWalking": "Difficulty walking can be a sign of underlying health issues, including heart disease. It is important to address mobility issues to improve overall health and reduce the risk of heart-related complications.",
+    "DifficultyDressingBathing": "Difficulty with daily activities such as dressing and bathing can be a sign of underlying health issues, including heart disease. It is important to address these issues to improve overall health and reduce the risk of heart-related complications.",
+    "DifficultyErrands": "Difficulty running errands can be a sign of underlying health issues, including heart disease. It is important to address these issues to improve overall health and reduce the risk of heart-related complications.",
+    "SmokerStatus": "Smoking is a major risk factor for heart disease. It is important to address and manage smoking habits to reduce the risk of heart-related complications.",
+    "ECigaretteUsage": "E-cigarette usage can affect heart health. It is important to monitor and manage e-cigarette usage to reduce the risk of heart disease.",
+    "ChestScan": "Chest scans can help identify underlying health issues, including heart disease. It is important to monitor and address any abnormalities found in chest scans to maintain overall health.",
+    "RaceEthnicityCategory": "Race and ethnicity can influence the risk of heart disease. It is important to consider these factors when assessing and managing heart health.",
+    "AlcoholDrinkers": "According to the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm), excessive alcohol consumption can lead to high blood pressure, heart failure, and even stroke. It is important to monitor and manage alcohol intake to reduce the risk of heart disease.",
+    "HIVTesting": "Whether the respondent has ever been tested for HIV (Yes/No), not the result of that test.",
+    "FluVaxLast12": "Receiving a flu vaccine in the last 12 months can help reduce the risk of respiratory infections, which can affect heart health. It is important to stay up-to-date with vaccinations to maintain overall health.",
+    "PneumoVaxEver": "Receiving a pneumococcal vaccine can help reduce the risk of respiratory infections, which can affect heart health. It is important to stay up-to-date with vaccinations to maintain overall health.",
+    "TetanusLast10Tdap": "Receiving a tetanus vaccine in the last 10 years can help reduce the risk of infections, which can affect heart health. It is important to stay up-to-date with vaccinations to maintain overall health.",
+    "HighRiskLastYear": "Being at high risk for health issues in the last year can affect overall health and increase the risk of heart disease. It is important to address and manage high-risk factors to reduce the risk of heart-related complications.",
+    "CovidPos": "Testing positive for COVID-19 can affect overall health and increase the risk of heart disease. It is important to monitor and manage COVID-19 symptoms to reduce the risk of heart-related complications."
+  },
+  "num_feature_intro": {
+    "BMI": "According to the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm), heart disease is a leading cause of death for people of most races in the U.S. (African Americans, American Indians and Alaska Natives, and whites). About half of all Americans (47%) have at least 1 of 3 major risk factors for heart disease: high blood pressure, high cholesterol, and smoking. Other key indicators include diabetes status, obesity (high BMI), not getting enough physical activity, or drinking too much alcohol. Identifying and preventing the factors that have the greatest impact on heart disease is very important in healthcare. In turn, developments in computing allow the application of machine learning methods to detect \"patterns\" in the data that can predict a patient's condition.",
+    "PhysicalHealth": "Physical health is an important factor in overall well-being and can influence the risk of heart disease. It is important to maintain good physical health to reduce the risk of heart-related complications.",
+    "MentalHealth": "Mental health is an important factor in overall well-being and can influence the risk of heart disease. It is important to address and manage mental health to reduce the risk of heart-related complications.",
+    "SleepTime": "Sleep time is an important factor in overall health. Poor sleep can affect heart health and increase the risk of heart disease. It is important to maintain good sleep habits to reduce the risk of heart-related complications.",
+    "PhysicalHealthDays": "The number of days with good physical health can be an indicator of overall well-being. It is important to maintain good physical health to reduce the risk of heart-related complications.",
+    "MentalHealthDays": "The number of days with good mental health can be an indicator of overall well-being. It is important to address and manage mental health to reduce the risk of heart-related complications.",
+    "SleepHours": "The number of hours of sleep can affect overall health. Poor sleep can affect heart health and increase the risk of heart disease. It is important to maintain good sleep habits to reduce the risk of heart-related complications.",
+    "HeightInMeters": "Height can be an indicator of overall health. It is important to monitor and maintain a healthy height-to-weight ratio to reduce the risk of heart disease.",
+    "WeightInKilograms": "Weight can be an indicator of overall health. It is important to maintain a healthy weight to reduce the risk of heart disease."
+  },
+  "evaluation_metric": "The evaluation metric for this dataset can include accuracy, precision, recall, F1-score, and AUC-ROC. These metrics can help assess the performance of machine learning models in predicting heart disease.",
+  "task_type": "classification",
+  "target": "GeneralHealth",
+  "num_feature_value": {
+    "BMI": [
+      12.02,
+      99.64
+    ],
+    "HeightInMeters": [
+      0.91,
+      2.41
+    ],
+    "MentalHealth": [
+      0.0,
+      30.0
+    ],
+    "MentalHealthDays": [
+      0.0,
+      30.0
+    ],
+    "PhysicalHealth": [
+      0.0,
+      30.0
+    ],
+    "PhysicalHealthDays": [
+      0.0,
+      30.0
+    ],
+    "SleepHours": [
+      1.0,
+      24.0
+    ],
+    "SleepTime": [
+      1.0,
+      24.0
+    ],
+    "WeightInKilograms": [
+      22.68,
+      292.57
+    ]
+  },
+  "cat_feature_value": {
+    "AgeCategory": [
+      "18-24",
+      "25-29",
+      "30-34",
+      "35-39",
+      "40-44",
+      "45-49",
+      "50-54",
+      "55-59",
+      "60-64",
+      "65-69",
+      "70-74",
+      "75-79",
+      "80 or older",
+      "Age 18 to 24",
+      "Age 25 to 29",
+      "Age 30 to 34",
+      "Age 35 to 39",
+      "Age 40 to 44",
+      "Age 45 to 49",
+      "Age 50 to 54",
+      "Age 55 to 59",
+      "Age 60 to 64",
+      "Age 65 to 69",
+      "Age 70 to 74",
+      "Age 75 to 79",
+      "Age 80 or older"
+    ],
+    "AlcoholDrinkers": [
+      "No",
+      "Yes"
+    ],
+    "AlcoholDrinking": [
+      "No",
+      "Yes"
+    ],
+    "Asthma": [
+      "No",
+      "Yes"
+    ],
+    "BlindOrVisionDifficulty": [
+      "No",
+      "Yes"
+    ],
+    "ChestScan": [
+      "No",
+      "Yes"
+    ],
+    "CovidPos": [
+      "No",
+      "Tested positive using home test without a health professional",
+      "Yes"
+    ],
+    "DeafOrHardOfHearing": [
+      "No",
+      "Yes"
+    ],
+    "Diabetic": [
+      "No",
+      "No, borderline diabetes",
+      "Yes",
+      "Yes (during pregnancy)"
+    ],
+    "DiffWalking": [
+      "No",
+      "Yes"
+    ],
+    "DifficultyConcentrating": [
+      "No",
+      "Yes"
+    ],
+    "DifficultyDressingBathing": [
+      "No",
+      "Yes"
+    ],
+    "DifficultyErrands": [
+      "No",
+      "Yes"
+    ],
+    "DifficultyWalking": [
+      "No",
+      "Yes"
+    ],
+    "ECigaretteUsage": [
+      "Never used e-cigarettes in my entire life",
+      "Not at all (right now)",
+      "Use them every day",
+      "Use them some days"
+    ],
+    "FluVaxLast12": [
+      "No",
+      "Yes"
+    ],
+    "GeneralHealth": [
+      "Excellent",
+      "Very good",
+      "Good",
+      "Fair",
+      "Poor"
+    ],
+    "HIVTesting": [
+      "No",
+      "Yes"
+    ],
+    "HadAngina": [
+      "No",
+      "Yes"
+    ],
+    "HadArthritis": [
+      "No",
+      "Yes"
+    ],
+    "HadAsthma": [
+      "No",
+      "Yes"
+    ],
+    "HadCOPD": [
+      "No",
+      "Yes"
+    ],
+    "HadDepressiveDisorder": [
+      "No",
+      "Yes"
+    ],
+    "HadDiabetes": [
+      "No",
+      "No, pre-diabetes or borderline diabetes",
+      "Yes",
+      "Yes, but only during pregnancy (female)"
+    ],
+    "HadHeartAttack": [
+      "No",
+      "Yes"
+    ],
+    "HadKidneyDisease": [
+      "No",
+      "Yes"
+    ],
+    "HadSkinCancer": [
+      "No",
+      "Yes"
+    ],
+    "HadStroke": [
+      "No",
+      "Yes"
+    ],
+    "HeartDisease": [
+      "No",
+      "Yes"
+    ],
+    "HighRiskLastYear": [
+      "No",
+      "Yes"
+    ],
+    "KidneyDisease": [
+      "No",
+      "Yes"
+    ],
+    "LastCheckupTime": [
+      "5 or more years ago",
+      "Within past 2 years (1 year but less than 2 years ago)",
+      "Within past 5 years (2 years but less than 5 years ago)",
+      "Within past year (anytime less than 12 months ago)"
+    ],
+    "PhysicalActivities": [
+      "No",
+      "Yes"
+    ],
+    "PhysicalActivity": [
+      "No",
+      "Yes"
+    ],
+    "PneumoVaxEver": [
+      "No",
+      "Yes"
+    ],
+    "Race": [
+      "American Indian/Alaskan Native",
+      "Asian",
+      "Black",
+      "Hispanic",
+      "Other",
+      "White"
+    ],
+    "RaceEthnicityCategory": [
+      "Black only, Non-Hispanic",
+      "Hispanic",
+      "Multiracial, Non-Hispanic",
+      "Other race only, Non-Hispanic",
+      "White only, Non-Hispanic"
+    ],
+    "RemovedTeeth": [
+      "1 to 5",
+      "6 or more, but not all",
+      "All",
+      "None of them"
+    ],
+    "Sex": [
+      "Female",
+      "Male"
+    ],
+    "SkinCancer": [
+      "No",
+      "Yes"
+    ],
+    "SmokerStatus": [
+      "Current smoker - now smokes every day",
+      "Current smoker - now smokes some days",
+      "Former smoker",
+      "Never smoked"
+    ],
+    "Smoking": [
+      "No",
+      "Yes"
+    ],
+    "State": [
+      "Alabama",
+      "Alaska",
+      "Arizona",
+      "Arkansas",
+      "California",
+      "Colorado",
+      "Connecticut",
+      "Delaware",
+      "District of Columbia",
+      "Florida",
+      "Georgia",
+      "Guam",
+      "Hawaii",
+      "Idaho",
+      "Illinois",
+      "Indiana",
+      "Iowa",
+      "Kansas",
+      "Kentucky",
+      "Louisiana",
+      "Maine",
+      "Maryland",
+      "Massachusetts",
+      "Michigan",
+      "Minnesota",
+      "Mississippi",
+      "Missouri",
+      "Montana",
+      "Nebraska",
+      "Nevada",
+      "New Hampshire",
+      "New Jersey",
+      "New Mexico",
+      "New York",
+      "North Carolina",
+      "North Dakota",
+      "Ohio",
+      "Oklahoma",
+      "Oregon",
+      "Pennsylvania",
+      "Puerto Rico",
+      "Rhode Island",
+      "South Carolina",
+      "South Dakota",
+      "Tennessee",
+      "Texas",
+      "Utah",
+      "Vermont",
+      "Virgin Islands",
+      "Virginia",
+      "Washington",
+      "West Virginia",
+      "Wisconsin",
+      "Wyoming"
+    ],
+    "Stroke": [
+      "No",
+      "Yes"
+    ],
+    "TetanusLast10Tdap": [
+      "No, did not receive any tetanus shot in the past 10 years",
+      "Yes, received Tdap",
+      "Yes, received tetanus shot but not sure what type",
+      "Yes, received tetanus shot, but not Tdap"
+    ]
+  }
+}
diff --git a/decision_making/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B2/info_mod.json b/decision_making/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B2/info_mod.json
index 4a3837fa5d12f6ebe4fdd1f7bc267c85df0304be..4520cf342871630bc668c6496d3a5b35a7610964 100644
--- a/decision_making/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B2/info_mod.json
+++ b/decision_making/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B2/info_mod.json
@@ -19,7 +19,6 @@
     "Race": "According to the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm), heart disease is a leading cause of death for people of most races in the U.S. (African Americans, American Indians and Alaska Natives, and whites). About half of all Americans (47%) have at least 1 of 3 major risk factors for heart disease: high blood pressure, high cholesterol, and smoking. Other key indicators include diabetes status, obesity (high BMI), not getting enough physical activity, or drinking too much alcohol. Identifying and preventing the factors that have the greatest impact on heart disease is very important in healthcare. In turn, developments in computing allow the application of machine learning methods to detect \"patterns\" in the data that can predict a patient's condition.",
     "Diabetic": "Diabetes is a major risk factor for heart disease. High blood sugar levels can damage blood vessels and nerves that control the heart, leading to an increased risk of heart disease.",
     "PhysicalActivity": "Regular physical activity is important for maintaining heart health. It can help reduce the risk of heart disease by improving blood pressure, cholesterol levels, and overall cardiovascular fitness.",
-    "GenHealth": "General health status can influence the risk of heart disease. It is important to maintain overall health and address any underlying health issues to reduce the risk of heart-related complications.",
     "Asthma": "Asthma is a chronic respiratory condition that can affect heart health. It is important to manage asthma symptoms to reduce the risk of heart disease.",
     "KidneyDisease": "Kidney disease can increase the risk of heart disease. It is important to monitor and manage kidney health to reduce the risk of heart-related complications.",
     "SkinCancer": "Skin cancer is a type of cancer that can affect overall health. It is important to address and treat skin cancer to maintain overall health and reduce the risk of heart disease.",
@@ -48,12 +47,13 @@
     "ChestScan": "Chest scans can help identify underlying health issues, including heart disease. It is important to monitor and address any abnormalities found in chest scans to maintain overall health.",
     "RaceEthnicityCategory": "Race and ethnicity can influence the risk of heart disease. It is important to consider these factors when assessing and managing heart health.",
     "AlcoholDrinkers": "According to the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm), excessive alcohol consumption can lead to high blood pressure, heart failure, and even stroke. It is important to monitor and manage alcohol intake to reduce the risk of heart disease.",
-    "HIVTesting": "HIV testing is important for overall health. It is important to address and manage HIV status to reduce the risk of heart-related complications.",
+    "HIVTesting": "Whether the respondent has ever been tested for HIV (Yes/No), not the result of that test.",
     "FluVaxLast12": "Receiving a flu vaccine in the last 12 months can help reduce the risk of respiratory infections, which can affect heart health. It is important to stay up-to-date with vaccinations to maintain overall health.",
     "PneumoVaxEver": "Receiving a pneumococcal vaccine can help reduce the risk of respiratory infections, which can affect heart health. It is important to stay up-to-date with vaccinations to maintain overall health.",
     "TetanusLast10Tdap": "Receiving a tetanus vaccine in the last 10 years can help reduce the risk of infections, which can affect heart health. It is important to stay up-to-date with vaccinations to maintain overall health.",
     "HighRiskLastYear": "Being at high risk for health issues in the last year can affect overall health and increase the risk of heart disease. It is important to address and manage high-risk factors to reduce the risk of heart-related complications.",
-    "CovidPos": "Testing positive for COVID-19 can affect overall health and increase the risk of heart disease. It is important to monitor and manage COVID-19 symptoms to reduce the risk of heart-related complications."
+    "CovidPos": "Testing positive for COVID-19 can affect overall health and increase the risk of heart disease. It is important to monitor and manage COVID-19 symptoms to reduce the risk of heart-related complications.",
+    "GeneralHealth": "Self-reported general health from BRFSS GENHLTH: Excellent, Very good, Good, Fair, or Poor."
   },
   "num_feature_intro": {
     "BMI": "According to the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm), heart disease is a leading cause of death for people of most races in the U.S. (African Americans, American Indians and Alaska Natives, and whites). About half of all Americans (47%) have at least 1 of 3 major risk factors for heart disease: high blood pressure, high cholesterol, and smoking. Other key indicators include diabetes status, obesity (high BMI), not getting enough physical activity, or drinking too much alcohol. Identifying and preventing the factors that have the greatest impact on heart disease is very important in healthcare. In turn, developments in computing allow the application of machine learning methods to detect \"patterns\" in the data that can predict a patient's condition.",
@@ -178,13 +178,6 @@
       "No",
       "Yes"
     ],
-    "GenHealth": [
-      "Excellent",
-      "Fair",
-      "Good",
-      "Poor",
-      "Very good"
-    ],
     "Asthma": [
       "No",
       "Yes"
@@ -388,6 +381,13 @@
       "No",
       "Tested positive using home test without a health professional",
       "Yes"
+    ],
+    "GeneralHealth": [
+      "Excellent",
+      "Very good",
+      "Good",
+      "Fair",
+      "Poor"
     ]
   },
   "columns": [
@@ -562,4 +562,4 @@
   "open_text_feature_intro": {},
   "open_text_features": [],
   "missing_from_original_info": []
-}
\ No newline at end of file
+}
diff --git a/decision_making/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B2/Sleep_Health_and_Lifestyle_Dataset_B2_001.json b/decision_making/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B2/Sleep_Health_and_Lifestyle_Dataset_B2_001.json
index 147fdf2ab8cc208097d05286a817eb009556173c..970fbd607fc5b055285fd5a7a3fc98ee7d4d6289 100644
--- a/decision_making/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B2/Sleep_Health_and_Lifestyle_Dataset_B2_001.json
+++ b/decision_making/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B2/Sleep_Health_and_Lifestyle_Dataset_B2_001.json
@@ -44,7 +44,7 @@
           "Blood Pressure": "115/75",
           "Heart Rate": "68",
           "Daily Steps": "7000",
-          "Sleep Disorder": ""
+          "Sleep Disorder": "No Disorder"
         }
       }
     ],
@@ -58,4 +58,4 @@
   },
   "response": "",
   "evaluation_score": {}
-}
\ No newline at end of file
+}
diff --git a/decision_making/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B2/Sleep_Health_and_Lifestyle_Dataset_B2_002.json b/decision_making/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B2/Sleep_Health_and_Lifestyle_Dataset_B2_002.json
index 51afdffc8fda94637e23dfa29c63cd506cdee186..5ece2e52f483834333c5cbf21fa5aeb329664abe 100644
--- a/decision_making/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B2/Sleep_Health_and_Lifestyle_Dataset_B2_002.json
+++ b/decision_making/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B2/Sleep_Health_and_Lifestyle_Dataset_B2_002.json
@@ -44,7 +44,7 @@
           "Blood Pressure": null,
           "Heart Rate": "65",
           "Daily Steps": "5000",
-          "Sleep Disorder": ""
+          "Sleep Disorder": "No Disorder"
         }
       },
       {
@@ -62,7 +62,7 @@
           "Blood Pressure": "120/80",
           "Heart Rate": "70",
           "Daily Steps": "8000",
-          "Sleep Disorder": ""
+          "Sleep Disorder": "No Disorder"
         }
       }
     ],
@@ -76,4 +76,4 @@
   },
   "response": "",
   "evaluation_score": {}
-}
\ No newline at end of file
+}
diff --git a/decision_making/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B2/Sleep_Health_and_Lifestyle_Dataset_B2_005.json b/decision_making/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B2/Sleep_Health_and_Lifestyle_Dataset_B2_005.json
index 8cf0e376317fc98ad1cc0b397d9e339e0484583c..5c993f89c3390e7911def822498e57660b753e7c 100644
--- a/decision_making/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B2/Sleep_Health_and_Lifestyle_Dataset_B2_005.json
+++ b/decision_making/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B2/Sleep_Health_and_Lifestyle_Dataset_B2_005.json
@@ -62,7 +62,7 @@
           "Blood Pressure": "130/85",
           "Heart Rate": "72",
           "Daily Steps": "6000",
-          "Sleep Disorder": ""
+          "Sleep Disorder": "No Disorder"
         }
       }
     ],
@@ -76,4 +76,4 @@
   },
   "response": "",
   "evaluation_score": {}
-}
\ No newline at end of file
+}
diff --git a/decision_making/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B2/Sleep_Health_and_Lifestyle_Dataset_B2_006.json b/decision_making/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B2/Sleep_Health_and_Lifestyle_Dataset_B2_006.json
index 07c3677488f8d3af75bc97d3b33213614081f084..9cd741d588f2123837aeda2dd17a3ba502f7b07b 100644
--- a/decision_making/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B2/Sleep_Health_and_Lifestyle_Dataset_B2_006.json
+++ b/decision_making/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B2/Sleep_Health_and_Lifestyle_Dataset_B2_006.json
@@ -44,7 +44,7 @@
           "Blood Pressure": "125/80",
           "Heart Rate": "72",
           "Daily Steps": "5000",
-          "Sleep Disorder": ""
+          "Sleep Disorder": "No Disorder"
         }
       }
     ],
@@ -58,4 +58,4 @@
   },
   "response": "",
   "evaluation_score": {}
-}
\ No newline at end of file
+}
diff --git a/decision_making/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B2/current.csv b/decision_making/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B2/current.csv
index c69fa688471a7374a94450fd159033704ff39199..8c2f622f70b7341c2f1e670c4d1cb44a2ab00cc9 100644
--- a/decision_making/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B2/current.csv
+++ b/decision_making/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B2/current.csv
@@ -1,15 +1,15 @@
 Person ID,Gender,Age,Occupation,Sleep Duration,Quality of Sleep,Physical Activity Level,Stress Level,BMI Category,Blood Pressure,Heart Rate,Daily Steps,Sleep Disorder
 82,Female,34,Scientist,5.8,4,32,8,Overweight,131/86,81,5200,Sleep Apnea
-128,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,
+128,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,No Disorder
 259,Female,45,Teacher,6.6,7,45,4,Overweight,135/90,65,6000,Insomnia
-314,Female,52,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
-54,Male,32,Doctor,7.6,7,75,6,Normal,120/80,70,8000,
+314,Female,52,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
+54,Male,32,Doctor,7.6,7,75,6,Normal,120/80,70,8000,No Disorder
 364,Female,59,Nurse,8.2,9,75,3,Overweight,140/95,68,7000,Sleep Apnea
 265,Male,48,Doctor,7.3,7,65,5,Obese,142/92,83,3500,Insomnia
 19,Female,29,Nurse,6.5,5,40,7,Normal Weight,132/87,80,4000,Insomnia
 105,Female,36,Teacher,7.2,8,60,4,Normal,115/75,68,7000,Sleep Apnea
 297,Female,50,Nurse,6.1,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
 229,Female,44,Teacher,6.6,7,45,4,Overweight,135/90,65,6000,Insomnia
-249,Male,44,Salesperson,6.4,6,45,7,Overweight,130/85,72,6000,
+249,Male,44,Salesperson,6.4,6,45,7,Overweight,130/85,72,6000,No Disorder
 373,Female,59,Nurse,8.1,9,75,3,Overweight,140/95,68,7000,Sleep Apnea
-73,Male,33,Doctor,6.1,6,30,8,Normal,125/80,72,5000,
+73,Male,33,Doctor,6.1,6,30,8,Normal,125/80,72,5000,No Disorder
diff --git a/decision_making/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B2/history.csv b/decision_making/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B2/history.csv
index 710230c086087f98ccff6de8f5ce3aad7ad8b082..5fdb24abd05fad90bb0fb6d97d6d497617a1b67f 100644
--- a/decision_making/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B2/history.csv
+++ b/decision_making/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B2/history.csv
@@ -1,134 +1,134 @@
 Person ID,Gender,Age,Occupation,Sleep Duration,Quality of Sleep,Physical Activity Level,Stress Level,BMI Category,Blood Pressure,Heart Rate,Daily Steps,Sleep Disorder
-1,Male,27,Software Engineer,6.1,6,42,6,Overweight,126/83,77,4200,
-2,Male,28,Doctor,6.2,6,60,8,Normal,125/80,75,10000,
-3,Male,28,Doctor,6.2,6,60,8,Normal,125/80,75,10000,
+1,Male,27,Software Engineer,6.1,6,42,6,Overweight,126/83,77,4200,No Disorder
+2,Male,28,Doctor,6.2,6,60,8,Normal,125/80,75,10000,No Disorder
+3,Male,28,Doctor,6.2,6,60,8,Normal,125/80,75,10000,No Disorder
 4,Male,28,Sales Representative,5.9,4,30,8,Obese,140/90,85,3000,Sleep Apnea
 5,Male,28,Sales Representative,5.9,4,30,8,Obese,140/90,85,3000,Sleep Apnea
 6,Male,28,Software Engineer,5.9,4,30,8,Obese,140/90,85,3000,Insomnia
 7,Male,29,Teacher,6.3,6,40,7,Obese,140/90,82,3500,Insomnia
-10,Male,29,Doctor,7.8,7,75,6,Normal,120/80,70,8000,
-11,Male,29,Doctor,6.1,6,30,8,Normal,120/80,70,8000,
-13,Male,29,Doctor,6.1,6,30,8,Normal,120/80,70,8000,
-14,Male,29,Doctor,6.0,6,30,8,Normal,120/80,70,8000,
+10,Male,29,Doctor,7.8,7,75,6,Normal,120/80,70,8000,No Disorder
+11,Male,29,Doctor,6.1,6,30,8,Normal,120/80,70,8000,No Disorder
+13,Male,29,Doctor,6.1,6,30,8,Normal,120/80,70,8000,No Disorder
+14,Male,29,Doctor,6.0,6,30,8,Normal,120/80,70,8000,No Disorder
 17,Female,29,Nurse,6.5,5,40,7,Normal Weight,132/87,80,4000,Sleep Apnea
 18,Male,29,Doctor,6.0,6,30,8,Normal,120/80,70,8000,Sleep Apnea
-20,Male,30,Doctor,7.6,7,75,6,Normal,120/80,70,8000,
-21,Male,30,Doctor,7.7,7,75,6,Normal,120/80,70,8000,
-22,Male,30,Doctor,7.7,7,75,6,Normal,120/80,70,8000,
-23,Male,30,Doctor,7.7,7,75,6,Normal,120/80,70,8000,
-24,Male,30,Doctor,7.7,7,75,6,Normal,120/80,70,8000,
-25,Male,30,Doctor,7.8,7,75,6,Normal,120/80,70,8000,
-26,Male,30,Doctor,7.9,7,75,6,Normal,120/80,70,8000,
-27,Male,30,Doctor,7.8,7,75,6,Normal,120/80,70,8000,
-28,Male,30,Doctor,7.9,7,75,6,Normal,120/80,70,8000,
-29,Male,30,Doctor,7.9,7,75,6,Normal,120/80,70,8000,
-30,Male,30,Doctor,7.9,7,75,6,Normal,120/80,70,8000,
+20,Male,30,Doctor,7.6,7,75,6,Normal,120/80,70,8000,No Disorder
+21,Male,30,Doctor,7.7,7,75,6,Normal,120/80,70,8000,No Disorder
+22,Male,30,Doctor,7.7,7,75,6,Normal,120/80,70,8000,No Disorder
+23,Male,30,Doctor,7.7,7,75,6,Normal,120/80,70,8000,No Disorder
+24,Male,30,Doctor,7.7,7,75,6,Normal,120/80,70,8000,No Disorder
+25,Male,30,Doctor,7.8,7,75,6,Normal,120/80,70,8000,No Disorder
+26,Male,30,Doctor,7.9,7,75,6,Normal,120/80,70,8000,No Disorder
+27,Male,30,Doctor,7.8,7,75,6,Normal,120/80,70,8000,No Disorder
+28,Male,30,Doctor,7.9,7,75,6,Normal,120/80,70,8000,No Disorder
+29,Male,30,Doctor,7.9,7,75,6,Normal,120/80,70,8000,No Disorder
+30,Male,30,Doctor,7.9,7,75,6,Normal,120/80,70,8000,No Disorder
 31,Female,30,Nurse,6.4,5,35,7,Normal Weight,130/86,78,4100,Sleep Apnea
 32,Female,30,Nurse,6.4,5,35,7,Normal Weight,130/86,78,4100,Insomnia
-33,Female,31,Nurse,7.9,8,75,4,Normal Weight,117/76,69,6800,
-34,Male,31,Doctor,6.1,6,30,8,Normal,125/80,72,5000,
-36,Male,31,Doctor,6.1,6,30,8,Normal,125/80,72,5000,
-38,Male,31,Doctor,7.6,7,75,6,Normal,120/80,70,8000,
-39,Male,31,Doctor,7.6,7,75,6,Normal,120/80,70,8000,
-40,Male,31,Doctor,7.6,7,75,6,Normal,120/80,70,8000,
-42,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,
-43,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,
-44,Male,31,Doctor,7.8,7,75,6,Normal,120/80,70,8000,
-47,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,
-48,Male,31,Doctor,7.8,7,75,6,Normal,120/80,70,8000,
+33,Female,31,Nurse,7.9,8,75,4,Normal Weight,117/76,69,6800,No Disorder
+34,Male,31,Doctor,6.1,6,30,8,Normal,125/80,72,5000,No Disorder
+36,Male,31,Doctor,6.1,6,30,8,Normal,125/80,72,5000,No Disorder
+38,Male,31,Doctor,7.6,7,75,6,Normal,120/80,70,8000,No Disorder
+39,Male,31,Doctor,7.6,7,75,6,Normal,120/80,70,8000,No Disorder
+40,Male,31,Doctor,7.6,7,75,6,Normal,120/80,70,8000,No Disorder
+42,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,No Disorder
+43,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,No Disorder
+44,Male,31,Doctor,7.8,7,75,6,Normal,120/80,70,8000,No Disorder
+47,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,No Disorder
+48,Male,31,Doctor,7.8,7,75,6,Normal,120/80,70,8000,No Disorder
 50,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,Sleep Apnea
-51,Male,32,Engineer,7.5,8,45,3,Normal,120/80,70,8000,
-53,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,
-55,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,
-57,Male,32,Doctor,7.7,7,75,6,Normal,120/80,70,8000,
-58,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,
-61,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,
-64,Male,32,Doctor,6.2,6,30,8,Normal,125/80,72,5000,
-65,Male,32,Doctor,6.2,6,30,8,Normal,125/80,72,5000,
-66,Male,32,Doctor,6.2,6,30,8,Normal,125/80,72,5000,
-67,Male,32,Accountant,7.2,8,50,6,Normal Weight,118/76,68,7000,
+51,Male,32,Engineer,7.5,8,45,3,Normal,120/80,70,8000,No Disorder
+53,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,No Disorder
+55,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,No Disorder
+57,Male,32,Doctor,7.7,7,75,6,Normal,120/80,70,8000,No Disorder
+58,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,No Disorder
+61,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,No Disorder
+64,Male,32,Doctor,6.2,6,30,8,Normal,125/80,72,5000,No Disorder
+65,Male,32,Doctor,6.2,6,30,8,Normal,125/80,72,5000,No Disorder
+66,Male,32,Doctor,6.2,6,30,8,Normal,125/80,72,5000,No Disorder
+67,Male,32,Accountant,7.2,8,50,6,Normal Weight,118/76,68,7000,No Disorder
 68,Male,33,Doctor,6.0,6,30,8,Normal,125/80,72,5000,Insomnia
-69,Female,33,Scientist,6.2,6,50,6,Overweight,128/85,76,5500,
-76,Male,33,Doctor,6.0,6,30,8,Normal,125/80,72,5000,
-77,Male,33,Doctor,6.0,6,30,8,Normal,125/80,72,5000,
-78,Male,33,Doctor,6.0,6,30,8,Normal,125/80,72,5000,
-79,Male,33,Doctor,6.0,6,30,8,Normal,125/80,72,5000,
-80,Male,33,Doctor,6.0,6,30,8,Normal,125/80,72,5000,
-83,Male,35,Teacher,6.7,7,40,5,Overweight,128/84,70,5600,
-84,Male,35,Teacher,6.7,7,40,5,Overweight,128/84,70,5600,
-85,Male,35,Software Engineer,7.5,8,60,5,Normal Weight,120/80,70,8000,
-88,Male,35,Engineer,7.2,8,60,4,Normal,125/80,65,5000,
-89,Male,35,Engineer,7.3,8,60,4,Normal,125/80,65,5000,
-90,Male,35,Engineer,7.3,8,60,4,Normal,125/80,65,5000,
-91,Male,35,Engineer,7.3,8,60,4,Normal,125/80,65,5000,
-93,Male,35,Software Engineer,7.5,8,60,5,Normal Weight,120/80,70,8000,
+69,Female,33,Scientist,6.2,6,50,6,Overweight,128/85,76,5500,No Disorder
+76,Male,33,Doctor,6.0,6,30,8,Normal,125/80,72,5000,No Disorder
+77,Male,33,Doctor,6.0,6,30,8,Normal,125/80,72,5000,No Disorder
+78,Male,33,Doctor,6.0,6,30,8,Normal,125/80,72,5000,No Disorder
+79,Male,33,Doctor,6.0,6,30,8,Normal,125/80,72,5000,No Disorder
+80,Male,33,Doctor,6.0,6,30,8,Normal,125/80,72,5000,No Disorder
+83,Male,35,Teacher,6.7,7,40,5,Overweight,128/84,70,5600,No Disorder
+84,Male,35,Teacher,6.7,7,40,5,Overweight,128/84,70,5600,No Disorder
+85,Male,35,Software Engineer,7.5,8,60,5,Normal Weight,120/80,70,8000,No Disorder
+88,Male,35,Engineer,7.2,8,60,4,Normal,125/80,65,5000,No Disorder
+89,Male,35,Engineer,7.3,8,60,4,Normal,125/80,65,5000,No Disorder
+90,Male,35,Engineer,7.3,8,60,4,Normal,125/80,65,5000,No Disorder
+91,Male,35,Engineer,7.3,8,60,4,Normal,125/80,65,5000,No Disorder
+93,Male,35,Software Engineer,7.5,8,60,5,Normal Weight,120/80,70,8000,No Disorder
 94,Male,35,Lawyer,7.4,7,60,5,Obese,135/88,84,3300,Sleep Apnea
 95,Female,36,Accountant,7.2,8,60,4,Normal,115/75,68,7000,Insomnia
-96,Female,36,Accountant,7.1,8,60,4,Normal,115/75,68,7000,
-99,Female,36,Teacher,7.1,8,60,4,Normal,115/75,68,7000,
-100,Female,36,Teacher,7.1,8,60,4,Normal,115/75,68,7000,
-101,Female,36,Teacher,7.2,8,60,4,Normal,115/75,68,7000,
-102,Female,36,Teacher,7.2,8,60,4,Normal,115/75,68,7000,
-103,Female,36,Teacher,7.2,8,60,4,Normal,115/75,68,7000,
+96,Female,36,Accountant,7.1,8,60,4,Normal,115/75,68,7000,No Disorder
+99,Female,36,Teacher,7.1,8,60,4,Normal,115/75,68,7000,No Disorder
+100,Female,36,Teacher,7.1,8,60,4,Normal,115/75,68,7000,No Disorder
+101,Female,36,Teacher,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+102,Female,36,Teacher,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+103,Female,36,Teacher,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
 104,Male,36,Teacher,6.6,5,35,7,Overweight,129/84,74,4800,Sleep Apnea
 106,Male,36,Teacher,6.6,5,35,7,Overweight,129/84,74,4800,Insomnia
-107,Female,37,Nurse,6.1,6,42,6,Overweight,126/83,77,4200,
-108,Male,37,Engineer,7.8,8,70,4,Normal Weight,120/80,68,7000,
-109,Male,37,Engineer,7.8,8,70,4,Normal Weight,120/80,68,7000,
-110,Male,37,Lawyer,7.4,8,60,5,Normal,130/85,68,8000,
-111,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-113,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-114,Male,37,Lawyer,7.4,8,60,5,Normal,130/85,68,8000,
-115,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-117,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-118,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-119,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-120,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-121,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-122,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-123,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-125,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-126,Female,37,Nurse,7.5,8,60,4,Normal Weight,120/80,70,8000,
-127,Male,38,Lawyer,7.3,8,60,5,Normal,130/85,68,8000,
-129,Male,38,Lawyer,7.3,8,60,5,Normal,130/85,68,8000,
-130,Male,38,Lawyer,7.3,8,60,5,Normal,130/85,68,8000,
-132,Male,38,Lawyer,7.3,8,60,5,Normal,130/85,68,8000,
-133,Male,38,Lawyer,7.3,8,60,5,Normal,130/85,68,8000,
-135,Male,38,Lawyer,7.3,8,60,5,Normal,130/85,68,8000,
-138,Male,38,Lawyer,7.1,8,60,5,Normal,130/85,68,8000,
-140,Male,38,Lawyer,7.1,8,60,5,Normal,130/85,68,8000,
-142,Male,38,Lawyer,7.1,8,60,5,Normal,130/85,68,8000,
+107,Female,37,Nurse,6.1,6,42,6,Overweight,126/83,77,4200,No Disorder
+108,Male,37,Engineer,7.8,8,70,4,Normal Weight,120/80,68,7000,No Disorder
+109,Male,37,Engineer,7.8,8,70,4,Normal Weight,120/80,68,7000,No Disorder
+110,Male,37,Lawyer,7.4,8,60,5,Normal,130/85,68,8000,No Disorder
+111,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+113,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+114,Male,37,Lawyer,7.4,8,60,5,Normal,130/85,68,8000,No Disorder
+115,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+117,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+118,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+119,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+120,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+121,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+122,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+123,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+125,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+126,Female,37,Nurse,7.5,8,60,4,Normal Weight,120/80,70,8000,No Disorder
+127,Male,38,Lawyer,7.3,8,60,5,Normal,130/85,68,8000,No Disorder
+129,Male,38,Lawyer,7.3,8,60,5,Normal,130/85,68,8000,No Disorder
+130,Male,38,Lawyer,7.3,8,60,5,Normal,130/85,68,8000,No Disorder
+132,Male,38,Lawyer,7.3,8,60,5,Normal,130/85,68,8000,No Disorder
+133,Male,38,Lawyer,7.3,8,60,5,Normal,130/85,68,8000,No Disorder
+135,Male,38,Lawyer,7.3,8,60,5,Normal,130/85,68,8000,No Disorder
+138,Male,38,Lawyer,7.1,8,60,5,Normal,130/85,68,8000,No Disorder
+140,Male,38,Lawyer,7.1,8,60,5,Normal,130/85,68,8000,No Disorder
+142,Male,38,Lawyer,7.1,8,60,5,Normal,130/85,68,8000,No Disorder
 145,Male,38,Lawyer,7.1,8,60,5,Normal,130/85,68,8000,Sleep Apnea
 147,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,Insomnia
 148,Male,39,Engineer,6.5,5,40,7,Overweight,132/87,80,4000,Insomnia
-149,Female,39,Lawyer,6.9,7,50,6,Normal Weight,128/85,75,5500,
-151,Female,39,Accountant,8.0,9,80,3,Normal Weight,115/78,67,7500,
-152,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,
-154,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,
-155,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,
-157,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,
-158,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,
-159,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,
-160,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,
-161,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,
-162,Female,40,Accountant,7.2,8,55,6,Normal Weight,119/77,73,7300,
-163,Female,40,Accountant,7.2,8,55,6,Normal Weight,119/77,73,7300,
-164,Male,40,Lawyer,7.9,8,90,5,Normal,130/85,68,8000,
-165,Male,40,Lawyer,7.9,8,90,5,Normal,130/85,68,8000,
+149,Female,39,Lawyer,6.9,7,50,6,Normal Weight,128/85,75,5500,No Disorder
+151,Female,39,Accountant,8.0,9,80,3,Normal Weight,115/78,67,7500,No Disorder
+152,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,No Disorder
+154,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,No Disorder
+155,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,No Disorder
+157,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,No Disorder
+158,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,No Disorder
+159,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,No Disorder
+160,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,No Disorder
+161,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,No Disorder
+162,Female,40,Accountant,7.2,8,55,6,Normal Weight,119/77,73,7300,No Disorder
+163,Female,40,Accountant,7.2,8,55,6,Normal Weight,119/77,73,7300,No Disorder
+164,Male,40,Lawyer,7.9,8,90,5,Normal,130/85,68,8000,No Disorder
+165,Male,40,Lawyer,7.9,8,90,5,Normal,130/85,68,8000,No Disorder
 166,Male,41,Lawyer,7.6,8,90,5,Normal,130/85,70,8000,Insomnia
-167,Male,41,Engineer,7.3,8,70,6,Normal Weight,121/79,72,6200,
-168,Male,41,Lawyer,7.1,7,55,6,Overweight,125/82,72,6000,
-169,Male,41,Lawyer,7.1,7,55,6,Overweight,125/82,72,6000,
-170,Male,41,Lawyer,7.7,8,90,5,Normal,130/85,70,8000,
-171,Male,41,Lawyer,7.7,8,90,5,Normal,130/85,70,8000,
-172,Male,41,Lawyer,7.7,8,90,5,Normal,130/85,70,8000,
-173,Male,41,Lawyer,7.7,8,90,5,Normal,130/85,70,8000,
-174,Male,41,Lawyer,7.7,8,90,5,Normal,130/85,70,8000,
-175,Male,41,Lawyer,7.6,8,90,5,Normal,130/85,70,8000,
-176,Male,41,Lawyer,7.6,8,90,5,Normal,130/85,70,8000,
+167,Male,41,Engineer,7.3,8,70,6,Normal Weight,121/79,72,6200,No Disorder
+168,Male,41,Lawyer,7.1,7,55,6,Overweight,125/82,72,6000,No Disorder
+169,Male,41,Lawyer,7.1,7,55,6,Overweight,125/82,72,6000,No Disorder
+170,Male,41,Lawyer,7.7,8,90,5,Normal,130/85,70,8000,No Disorder
+171,Male,41,Lawyer,7.7,8,90,5,Normal,130/85,70,8000,No Disorder
+172,Male,41,Lawyer,7.7,8,90,5,Normal,130/85,70,8000,No Disorder
+173,Male,41,Lawyer,7.7,8,90,5,Normal,130/85,70,8000,No Disorder
+174,Male,41,Lawyer,7.7,8,90,5,Normal,130/85,70,8000,No Disorder
+175,Male,41,Lawyer,7.6,8,90,5,Normal,130/85,70,8000,No Disorder
+176,Male,41,Lawyer,7.6,8,90,5,Normal,130/85,70,8000,No Disorder
 178,Male,42,Salesperson,6.5,6,45,7,Overweight,130/85,72,6000,Insomnia
-180,Male,42,Lawyer,7.8,8,90,5,Normal,130/85,70,8000,
-183,Male,42,Lawyer,7.8,8,90,5,Normal,130/85,70,8000,
+180,Male,42,Lawyer,7.8,8,90,5,Normal,130/85,70,8000,No Disorder
+183,Male,42,Lawyer,7.8,8,90,5,Normal,130/85,70,8000,No Disorder
 185,Female,42,Teacher,6.8,6,45,7,Overweight,130/85,78,5000,Sleep Apnea
 186,Female,42,Teacher,6.8,6,45,7,Overweight,130/85,78,5000,Sleep Apnea
 187,Female,43,Teacher,6.7,7,45,4,Overweight,135/90,65,6000,Insomnia
@@ -146,18 +146,18 @@ Person ID,Gender,Age,Occupation,Sleep Duration,Quality of Sleep,Physical Activit
 201,Male,43,Salesperson,6.5,6,45,7,Overweight,130/85,72,6000,Insomnia
 202,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,Insomnia
 203,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,Insomnia
-204,Male,43,Engineer,6.9,6,47,7,Normal Weight,117/76,69,6800,
-205,Male,43,Engineer,7.6,8,75,4,Overweight,122/80,68,6800,
-206,Male,43,Engineer,7.7,8,90,5,Normal,130/85,70,8000,
-207,Male,43,Engineer,7.7,8,90,5,Normal,130/85,70,8000,
-208,Male,43,Engineer,7.7,8,90,5,Normal,130/85,70,8000,
-209,Male,43,Engineer,7.7,8,90,5,Normal,130/85,70,8000,
-211,Male,43,Engineer,7.7,8,90,5,Normal,130/85,70,8000,
-212,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,
-214,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,
-215,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,
-216,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,
-218,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,
+204,Male,43,Engineer,6.9,6,47,7,Normal Weight,117/76,69,6800,No Disorder
+205,Male,43,Engineer,7.6,8,75,4,Overweight,122/80,68,6800,No Disorder
+206,Male,43,Engineer,7.7,8,90,5,Normal,130/85,70,8000,No Disorder
+207,Male,43,Engineer,7.7,8,90,5,Normal,130/85,70,8000,No Disorder
+208,Male,43,Engineer,7.7,8,90,5,Normal,130/85,70,8000,No Disorder
+209,Male,43,Engineer,7.7,8,90,5,Normal,130/85,70,8000,No Disorder
+211,Male,43,Engineer,7.7,8,90,5,Normal,130/85,70,8000,No Disorder
+212,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,No Disorder
+214,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,No Disorder
+215,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,No Disorder
+216,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,No Disorder
+218,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,No Disorder
 219,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,Sleep Apnea
 220,Male,43,Salesperson,6.5,6,45,7,Overweight,130/85,72,6000,Sleep Apnea
 222,Male,44,Salesperson,6.4,6,45,7,Overweight,130/85,72,6000,Insomnia
@@ -177,16 +177,16 @@ Person ID,Gender,Age,Occupation,Sleep Duration,Quality of Sleep,Physical Activit
 245,Male,44,Salesperson,6.3,6,45,7,Overweight,130/85,72,6000,Insomnia
 247,Male,44,Salesperson,6.3,6,45,7,Overweight,130/85,72,6000,Insomnia
 248,Male,44,Engineer,6.8,7,45,7,Overweight,130/85,78,5000,Insomnia
-250,Male,44,Salesperson,6.5,6,45,7,Overweight,130/85,72,6000,
+250,Male,44,Salesperson,6.5,6,45,7,Overweight,130/85,72,6000,No Disorder
 251,Female,45,Teacher,6.8,7,30,6,Overweight,135/90,65,6000,Insomnia
 252,Female,45,Teacher,6.8,7,30,6,Overweight,135/90,65,6000,Insomnia
 254,Female,45,Teacher,6.5,7,45,4,Overweight,135/90,65,6000,Insomnia
 255,Female,45,Teacher,6.5,7,45,4,Overweight,135/90,65,6000,Insomnia
-262,Female,45,Teacher,6.6,7,45,4,Overweight,135/90,65,6000,
-263,Female,45,Teacher,6.6,7,45,4,Overweight,135/90,65,6000,
-264,Female,45,Manager,6.9,7,55,5,Overweight,125/82,75,5500,
+262,Female,45,Teacher,6.6,7,45,4,Overweight,135/90,65,6000,No Disorder
+263,Female,45,Teacher,6.6,7,45,4,Overweight,135/90,65,6000,No Disorder
+264,Female,45,Manager,6.9,7,55,5,Overweight,125/82,75,5500,No Disorder
 266,Female,48,Nurse,5.9,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
-268,Female,49,Nurse,6.2,6,90,8,Overweight,140/95,75,10000,
+268,Female,49,Nurse,6.2,6,90,8,Overweight,140/95,75,10000,No Disorder
 269,Female,49,Nurse,6.0,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
 271,Female,49,Nurse,6.1,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
 272,Female,49,Nurse,6.1,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
@@ -194,8 +194,8 @@ Person ID,Gender,Age,Occupation,Sleep Duration,Quality of Sleep,Physical Activit
 276,Female,49,Nurse,6.2,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
 277,Male,49,Doctor,8.1,9,85,3,Obese,139/91,86,3700,Sleep Apnea
 278,Male,49,Doctor,8.1,9,85,3,Obese,139/91,86,3700,Sleep Apnea
-280,Female,50,Engineer,8.3,9,30,3,Normal,125/80,65,5000,
-281,Female,50,Nurse,6.0,6,90,8,Overweight,140/95,75,10000,
+280,Female,50,Engineer,8.3,9,30,3,Normal,125/80,65,5000,No Disorder
+281,Female,50,Nurse,6.0,6,90,8,Overweight,140/95,75,10000,No Disorder
 283,Female,50,Nurse,6.0,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
 284,Female,50,Nurse,6.0,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
 285,Female,50,Nurse,6.0,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
@@ -205,10 +205,10 @@ Person ID,Gender,Age,Occupation,Sleep Duration,Quality of Sleep,Physical Activit
 291,Female,50,Nurse,6.0,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
 294,Female,50,Nurse,6.0,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
 296,Female,50,Nurse,6.0,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
-299,Female,51,Engineer,8.5,9,30,3,Normal,125/80,65,5000,
-300,Female,51,Engineer,8.5,9,30,3,Normal,125/80,65,5000,
-301,Female,51,Engineer,8.5,9,30,3,Normal,125/80,65,5000,
-302,Female,51,Engineer,8.5,9,30,3,Normal,125/80,65,5000,
+299,Female,51,Engineer,8.5,9,30,3,Normal,125/80,65,5000,No Disorder
+300,Female,51,Engineer,8.5,9,30,3,Normal,125/80,65,5000,No Disorder
+301,Female,51,Engineer,8.5,9,30,3,Normal,125/80,65,5000,No Disorder
+302,Female,51,Engineer,8.5,9,30,3,Normal,125/80,65,5000,No Disorder
 304,Female,51,Nurse,6.0,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
 305,Female,51,Nurse,6.1,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
 306,Female,51,Nurse,6.1,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
@@ -218,28 +218,28 @@ Person ID,Gender,Age,Occupation,Sleep Duration,Quality of Sleep,Physical Activit
 311,Female,52,Accountant,6.6,7,45,7,Overweight,130/85,72,6000,Insomnia
 312,Female,52,Accountant,6.6,7,45,7,Overweight,130/85,72,6000,Insomnia
 316,Female,53,Engineer,8.3,9,30,3,Normal,125/80,65,5000,Insomnia
-317,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,
-318,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,
-319,Female,53,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
-320,Female,53,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
-321,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,
-322,Female,53,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
-323,Female,53,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
-324,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,
-326,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,
-327,Female,53,Engineer,8.3,9,30,3,Normal,125/80,65,5000,
-329,Female,53,Engineer,8.3,9,30,3,Normal,125/80,65,5000,
-330,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,
-332,Female,53,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
-333,Female,54,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
-334,Female,54,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
-335,Female,54,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
-336,Female,54,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
-338,Female,54,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
-339,Female,54,Engineer,8.5,9,30,3,Normal,125/80,65,5000,
+317,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,No Disorder
+318,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,No Disorder
+319,Female,53,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
+320,Female,53,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
+321,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,No Disorder
+322,Female,53,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
+323,Female,53,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
+324,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,No Disorder
+326,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,No Disorder
+327,Female,53,Engineer,8.3,9,30,3,Normal,125/80,65,5000,No Disorder
+329,Female,53,Engineer,8.3,9,30,3,Normal,125/80,65,5000,No Disorder
+330,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,No Disorder
+332,Female,53,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
+333,Female,54,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
+334,Female,54,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
+335,Female,54,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
+336,Female,54,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
+338,Female,54,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
+339,Female,54,Engineer,8.5,9,30,3,Normal,125/80,65,5000,No Disorder
 340,Female,55,Nurse,8.1,9,75,4,Overweight,140/95,72,5000,Sleep Apnea
-343,Female,56,Doctor,8.2,9,90,3,Normal Weight,118/75,65,10000,
-344,Female,57,Nurse,8.1,9,75,3,Overweight,140/95,68,7000,
+343,Female,56,Doctor,8.2,9,90,3,Normal Weight,118/75,65,10000,No Disorder
+344,Female,57,Nurse,8.1,9,75,3,Overweight,140/95,68,7000,No Disorder
 345,Female,57,Nurse,8.2,9,75,3,Overweight,140/95,68,7000,Sleep Apnea
 346,Female,57,Nurse,8.2,9,75,3,Overweight,140/95,68,7000,Sleep Apnea
 349,Female,57,Nurse,8.2,9,75,3,Overweight,140/95,68,7000,Sleep Apnea
@@ -249,75 +249,75 @@ Person ID,Gender,Age,Occupation,Sleep Duration,Quality of Sleep,Physical Activit
 355,Female,58,Nurse,8.0,9,75,3,Overweight,140/95,68,7000,Sleep Apnea
 356,Female,58,Nurse,8.0,9,75,3,Overweight,140/95,68,7000,Sleep Apnea
 357,Female,58,Nurse,8.0,9,75,3,Overweight,140/95,68,7000,Sleep Apnea
-359,Female,59,Nurse,8.0,9,75,3,Overweight,140/95,68,7000,
-360,Female,59,Nurse,8.1,9,75,3,Overweight,140/95,68,7000,
+359,Female,59,Nurse,8.0,9,75,3,Overweight,140/95,68,7000,No Disorder
+360,Female,59,Nurse,8.1,9,75,3,Overweight,140/95,68,7000,No Disorder
 365,Female,59,Nurse,8.0,9,75,3,Overweight,140/95,68,7000,Sleep Apnea
 366,Female,59,Nurse,8.0,9,75,3,Overweight,140/95,68,7000,Sleep Apnea
 368,Female,59,Nurse,8.0,9,75,3,Overweight,140/95,68,7000,Sleep Apnea
 371,Female,59,Nurse,8.0,9,75,3,Overweight,140/95,68,7000,Sleep Apnea
 256,Female,45,Teacher,6.5,7,45,4,Overweight,135/90,65,6000,Insomnia
-98,Female,36,Accountant,7.1,8,60,4,Normal,115/75,68,7000,
-49,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,
-217,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,
-325,Female,53,Engineer,8.3,9,30,3,Normal,125/80,65,5000,
-16,Male,29,Doctor,6.0,6,30,8,Normal,120/80,70,8000,
+98,Female,36,Accountant,7.1,8,60,4,Normal,115/75,68,7000,No Disorder
+49,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,No Disorder
+217,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,No Disorder
+325,Female,53,Engineer,8.3,9,30,3,Normal,125/80,65,5000,No Disorder
+16,Male,29,Doctor,6.0,6,30,8,Normal,120/80,70,8000,No Disorder
 308,Female,52,Accountant,6.5,7,45,7,Overweight,130/85,72,6000,Insomnia
-60,Male,32,Doctor,7.7,7,75,6,Normal,120/80,70,8000,
-182,Male,42,Lawyer,7.8,8,90,5,Normal,130/85,70,8000,
-92,Male,35,Engineer,7.3,8,60,4,Normal,125/80,65,5000,
+60,Male,32,Doctor,7.7,7,75,6,Normal,120/80,70,8000,No Disorder
+182,Male,42,Lawyer,7.8,8,90,5,Normal,130/85,70,8000,No Disorder
+92,Male,35,Engineer,7.3,8,60,4,Normal,125/80,65,5000,No Disorder
 347,Female,57,Nurse,8.2,9,75,3,Overweight,140/95,68,7000,Sleep Apnea
-9,Male,29,Doctor,7.8,7,75,6,Normal,120/80,70,8000,
-63,Male,32,Doctor,6.2,6,30,8,Normal,125/80,72,5000,
-41,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,
-150,Female,39,Accountant,8.0,9,80,3,Normal Weight,115/78,67,7500,
+9,Male,29,Doctor,7.8,7,75,6,Normal,120/80,70,8000,No Disorder
+63,Male,32,Doctor,6.2,6,30,8,Normal,125/80,72,5000,No Disorder
+41,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,No Disorder
+150,Female,39,Accountant,8.0,9,80,3,Normal Weight,115/78,67,7500,No Disorder
 246,Female,44,Teacher,6.5,7,45,4,Overweight,135/90,65,6000,Insomnia
-35,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,
-37,Male,31,Doctor,6.1,6,30,8,Normal,125/80,72,5000,
-213,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,
+35,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,No Disorder
+37,Male,31,Doctor,6.1,6,30,8,Normal,125/80,72,5000,No Disorder
+213,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,No Disorder
 348,Female,57,Nurse,8.2,9,75,3,Overweight,140/95,68,7000,Sleep Apnea
-56,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,
-15,Male,29,Doctor,6.0,6,30,8,Normal,120/80,70,8000,
+56,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,No Disorder
+15,Male,29,Doctor,6.0,6,30,8,Normal,120/80,70,8000,No Disorder
 279,Female,50,Nurse,6.1,6,90,8,Overweight,140/95,75,10000,Insomnia
-177,Male,41,Lawyer,7.6,8,90,5,Normal,130/85,70,8000,
-331,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,
-337,Female,54,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
+177,Male,41,Lawyer,7.6,8,90,5,Normal,130/85,70,8000,No Disorder
+331,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,No Disorder
+337,Female,54,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
 192,Male,43,Salesperson,6.4,6,45,7,Overweight,130/85,72,6000,Insomnia
 195,Male,43,Salesperson,6.5,6,45,7,Overweight,130/85,72,6000,Insomnia
-59,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,
-179,Male,42,Lawyer,7.8,8,90,5,Normal,130/85,70,8000,
-8,Male,29,Doctor,7.8,7,75,6,Normal,120/80,70,8000,
-303,Female,51,Nurse,7.1,7,55,6,Normal Weight,125/82,72,6000,
-97,Female,36,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-342,Female,56,Doctor,8.2,9,90,3,Normal Weight,118/75,65,10000,
-124,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-181,Male,42,Lawyer,7.8,8,90,5,Normal,130/85,70,8000,
+59,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,No Disorder
+179,Male,42,Lawyer,7.8,8,90,5,Normal,130/85,70,8000,No Disorder
+8,Male,29,Doctor,7.8,7,75,6,Normal,120/80,70,8000,No Disorder
+303,Female,51,Nurse,7.1,7,55,6,Normal Weight,125/82,72,6000,No Disorder
+97,Female,36,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+342,Female,56,Doctor,8.2,9,90,3,Normal Weight,118/75,65,10000,No Disorder
+124,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+181,Male,42,Lawyer,7.8,8,90,5,Normal,130/85,70,8000,No Disorder
 358,Female,58,Nurse,8.0,9,75,3,Overweight,140/95,68,7000,Sleep Apnea
-184,Male,42,Lawyer,7.8,8,90,5,Normal,130/85,70,8000,
+184,Male,42,Lawyer,7.8,8,90,5,Normal,130/85,70,8000,No Disorder
 270,Female,49,Nurse,6.1,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
-52,Male,32,Engineer,7.5,8,45,3,Normal,120/80,70,8000,
-136,Male,38,Lawyer,7.3,8,60,5,Normal,130/85,68,8000,
+52,Male,32,Engineer,7.5,8,45,3,Normal,120/80,70,8000,No Disorder
+136,Male,38,Lawyer,7.3,8,60,5,Normal,130/85,68,8000,No Disorder
 275,Female,49,Nurse,6.2,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
 234,Male,44,Salesperson,6.3,6,45,7,Overweight,130/85,72,6000,Insomnia
 289,Female,50,Nurse,6.0,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
 236,Male,44,Salesperson,6.3,6,45,7,Overweight,130/85,72,6000,Insomnia
 253,Female,45,Teacher,6.5,7,45,4,Overweight,135/90,65,6000,Insomnia
-210,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,
-75,Male,33,Doctor,6.0,6,30,8,Normal,125/80,72,5000,
-70,Female,33,Scientist,6.2,6,50,6,Overweight,128/85,76,5500,
-153,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,
-87,Male,35,Engineer,7.2,8,60,4,Normal,125/80,65,5000,
+210,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,No Disorder
+75,Male,33,Doctor,6.0,6,30,8,Normal,125/80,72,5000,No Disorder
+70,Female,33,Scientist,6.2,6,50,6,Overweight,128/85,76,5500,No Disorder
+153,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,No Disorder
+87,Male,35,Engineer,7.2,8,60,4,Normal,125/80,65,5000,No Disorder
 351,Female,57,Nurse,8.1,9,75,3,Overweight,140/95,68,7000,Sleep Apnea
-45,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,
-328,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,
+45,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,No Disorder
+328,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,No Disorder
 354,Female,58,Nurse,8.0,9,75,3,Overweight,140/95,68,7000,Sleep Apnea
-46,Male,31,Doctor,7.8,7,75,6,Normal,120/80,70,8000,
-12,Male,29,Doctor,7.8,7,75,6,Normal,120/80,70,8000,
-156,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,
+46,Male,31,Doctor,7.8,7,75,6,Normal,120/80,70,8000,No Disorder
+12,Male,29,Doctor,7.8,7,75,6,Normal,120/80,70,8000,No Disorder
+156,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,No Disorder
 237,Male,44,Salesperson,6.4,6,45,7,Overweight,130/85,72,6000,Insomnia
-62,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,
+62,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,No Disorder
 341,Female,55,Nurse,8.1,9,75,4,Overweight,140/95,72,5000,Sleep Apnea
 146,Female,38,Lawyer,7.4,7,60,5,Obese,135/88,84,3300,Sleep Apnea
-116,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-112,Male,37,Lawyer,7.4,8,60,5,Normal,130/85,68,8000,
+116,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+112,Male,37,Lawyer,7.4,8,60,5,Normal,130/85,68,8000,No Disorder
 274,Female,49,Nurse,6.2,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
-86,Female,35,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
+86,Female,35,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
diff --git a/decision_making/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B2/info.json b/decision_making/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B2/info.json
index d16ee87c85acce6dc54edcce6a571725fddb5772..c68a30219902530a9154e48d4957e5bb70f65c0f 100644
--- a/decision_making/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B2/info.json
+++ b/decision_making/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B2/info.json
@@ -1,121 +1,122 @@
 {
-    "name": "Sleep Health and Lifestyle Dataset",
-    "source": "https://www.kaggle.com/datasets/uom190346a/sleep-health-and-lifestyle-dataset/data",
-    "data_intro": "The Sleep Health and Lifestyle Dataset comprises 400 rows and 13 columns, covering a wide range of variables related to sleep and daily habits. It includes details such as gender, age, occupation, sleep duration, quality of sleep, physical activity level, stress levels, BMI category, blood pressure, heart rate, daily steps, and the presence or absence of sleep disorders.",
-    "is_splited": false,
-    "overall_size": 374,
-    "train_size": 0,
-    "test_size": 0,
-    "c_classes": 5,
-    "n_classes": 8,
-    "cat_feature_intro": {
-        "Gender": "Gender: The gender of the person (Male/Female).<br>",
-        "Occupation": "Occupation: The occupation or profession of the person.<br>",
-        "BMI Category": "BMI Category: The BMI category of the person (e.g., Underweight, Normal, Overweight).<br>",
-        "Blood Pressure": "Blood Pressure (systolic/diastolic): The blood pressure measurement of the person, indicated as systolic pressure over diastolic pressure.<br>",
-        "Sleep Disorder": "- None: The individual does not exhibit any specific sleep disorder."
-    },
-    "num_feature_intro": {
-        "Person ID": "Person ID: An identifier for each individual.<br>",
-        "Age": "Physical Activity Level (minutes/day): The number of minutes the person engages in physical activity daily.<br>",
-        "Sleep Duration": "Sleep Duration (hours): The number of hours the person sleeps per day.<br>",
-        "Quality of Sleep": "Quality of Sleep (scale: 1-10): A subjective rating of the quality of sleep, ranging from 1 to 10.<br>",
-        "Physical Activity Level": "Physical Activity Level (minutes/day): The number of minutes the person engages in physical activity daily.<br>",
-        "Stress Level": "Stress Level (scale: 1-10): A subjective rating of the stress level experienced by the person, ranging from 1 to 10.<br>",
-        "Heart Rate": "Heart Rate (bpm): The resting heart rate of the person in beats per minute.<br>",
-        "Daily Steps": "Daily Steps: The number of steps the person takes per day.<br>"
-    },
-    "evaluation_metric": null,
-    "task_type": "classification",
-    "target": "Sleep Disorder",
-    "num_feature_value": {
-        "Age": [
-            27.0,
-            59.0
-        ],
-        "Daily Steps": [
-            3000.0,
-            10000.0
-        ],
-        "Heart Rate": [
-            65.0,
-            86.0
-        ],
-        "Person ID": [
-            1.0,
-            374.0
-        ],
-        "Physical Activity Level": [
-            30.0,
-            90.0
-        ],
-        "Quality of Sleep": [
-            4.0,
-            9.0
-        ],
-        "Sleep Duration": [
-            5.8,
-            8.5
-        ],
-        "Stress Level": [
-            3.0,
-            8.0
-        ]
-    },
-    "cat_feature_value": {
-        "BMI Category": [
-            "Normal",
-            "Normal Weight",
-            "Obese",
-            "Overweight"
-        ],
-        "Blood Pressure": [
-            "115/75",
-            "115/78",
-            "117/76",
-            "118/75",
-            "118/76",
-            "119/77",
-            "120/80",
-            "121/79",
-            "122/80",
-            "125/80",
-            "125/82",
-            "126/83",
-            "128/84",
-            "128/85",
-            "129/84",
-            "130/85",
-            "130/86",
-            "131/86",
-            "132/87",
-            "135/88",
-            "135/90",
-            "139/91",
-            "140/90",
-            "140/95",
-            "142/92"
-        ],
-        "Gender": [
-            "Female",
-            "Male"
-        ],
-        "Occupation": [
-            "Accountant",
-            "Doctor",
-            "Engineer",
-            "Lawyer",
-            "Manager",
-            "Nurse",
-            "Sales Representative",
-            "Salesperson",
-            "Scientist",
-            "Software Engineer",
-            "Teacher"
-        ],
-        "Sleep Disorder": [
-            "Insomnia",
-            "Sleep Apnea"
-        ]
-    }
-}
\ No newline at end of file
+  "name": "Sleep Health and Lifestyle Dataset",
+  "source": "https://www.kaggle.com/datasets/uom190346a/sleep-health-and-lifestyle-dataset/data",
+  "data_intro": "The Sleep Health and Lifestyle Dataset comprises 400 rows and 13 columns, covering a wide range of variables related to sleep and daily habits. It includes details such as gender, age, occupation, sleep duration, quality of sleep, physical activity level, stress levels, BMI category, blood pressure, heart rate, daily steps, and the presence or absence of sleep disorders.",
+  "is_splited": false,
+  "overall_size": 374,
+  "train_size": 0,
+  "test_size": 0,
+  "c_classes": 5,
+  "n_classes": 8,
+  "cat_feature_intro": {
+    "Gender": "Gender: The gender of the person (Male/Female).<br>",
+    "Occupation": "Occupation: The occupation or profession of the person.<br>",
+    "BMI Category": "BMI Category: The BMI category of the person (e.g., Underweight, Normal, Overweight).<br>",
+    "Blood Pressure": "Blood Pressure (systolic/diastolic): The blood pressure measurement of the person, indicated as systolic pressure over diastolic pressure.<br>",
+    "Sleep Disorder": "Sleep disorder category: No Disorder, Insomnia, or Sleep Apnea."
+  },
+  "num_feature_intro": {
+    "Person ID": "Person ID: An identifier for each individual.<br>",
+    "Age": "Physical Activity Level (minutes/day): The number of minutes the person engages in physical activity daily.<br>",
+    "Sleep Duration": "Sleep Duration (hours): The number of hours the person sleeps per day.<br>",
+    "Quality of Sleep": "Quality of Sleep (scale: 1-10): A subjective rating of the quality of sleep, ranging from 1 to 10.<br>",
+    "Physical Activity Level": "Physical Activity Level (minutes/day): The number of minutes the person engages in physical activity daily.<br>",
+    "Stress Level": "Stress Level (scale: 1-10): A subjective rating of the stress level experienced by the person, ranging from 1 to 10.<br>",
+    "Heart Rate": "Heart Rate (bpm): The resting heart rate of the person in beats per minute.<br>",
+    "Daily Steps": "Daily Steps: The number of steps the person takes per day.<br>"
+  },
+  "evaluation_metric": null,
+  "task_type": "classification",
+  "target": "Sleep Disorder",
+  "num_feature_value": {
+    "Age": [
+      27.0,
+      59.0
+    ],
+    "Daily Steps": [
+      3000.0,
+      10000.0
+    ],
+    "Heart Rate": [
+      65.0,
+      86.0
+    ],
+    "Person ID": [
+      1.0,
+      374.0
+    ],
+    "Physical Activity Level": [
+      30.0,
+      90.0
+    ],
+    "Quality of Sleep": [
+      4.0,
+      9.0
+    ],
+    "Sleep Duration": [
+      5.8,
+      8.5
+    ],
+    "Stress Level": [
+      3.0,
+      8.0
+    ]
+  },
+  "cat_feature_value": {
+    "BMI Category": [
+      "Normal",
+      "Normal Weight",
+      "Obese",
+      "Overweight"
+    ],
+    "Blood Pressure": [
+      "115/75",
+      "115/78",
+      "117/76",
+      "118/75",
+      "118/76",
+      "119/77",
+      "120/80",
+      "121/79",
+      "122/80",
+      "125/80",
+      "125/82",
+      "126/83",
+      "128/84",
+      "128/85",
+      "129/84",
+      "130/85",
+      "130/86",
+      "131/86",
+      "132/87",
+      "135/88",
+      "135/90",
+      "139/91",
+      "140/90",
+      "140/95",
+      "142/92"
+    ],
+    "Gender": [
+      "Female",
+      "Male"
+    ],
+    "Occupation": [
+      "Accountant",
+      "Doctor",
+      "Engineer",
+      "Lawyer",
+      "Manager",
+      "Nurse",
+      "Sales Representative",
+      "Salesperson",
+      "Scientist",
+      "Software Engineer",
+      "Teacher"
+    ],
+    "Sleep Disorder": [
+      "Insomnia",
+      "No Disorder",
+      "Sleep Apnea"
+    ]
+  }
+}
diff --git a/decision_making/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B2/info_mod.json b/decision_making/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B2/info_mod.json
index 61f0aae2fe42de18994a371f556dc4b0b413e67f..8f8a1336c525f3a577855f801fe66c67768f9bc7 100644
--- a/decision_making/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B2/info_mod.json
+++ b/decision_making/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B2/info_mod.json
@@ -12,7 +12,8 @@
     "Gender": "Gender: The gender of the person (Male/Female).<br>",
     "Occupation": "Occupation: The occupation or profession of the person.<br>",
     "BMI Category": "BMI Category: The BMI category of the person (e.g., Underweight, Normal, Overweight).<br>",
-    "Blood Pressure": "Blood Pressure (systolic/diastolic): The blood pressure measurement of the person, indicated as systolic pressure over diastolic pressure.<br>"
+    "Blood Pressure": "Blood Pressure (systolic/diastolic): The blood pressure measurement of the person, indicated as systolic pressure over diastolic pressure.<br>",
+    "Sleep Disorder": "Sleep disorder category: No Disorder, Insomnia, or Sleep Apnea."
   },
   "num_feature_intro": {
     "Person ID": "Person ID: An identifier for each individual.<br>",
@@ -111,6 +112,11 @@
       "140/90",
       "140/95",
       "142/92"
+    ],
+    "Sleep Disorder": [
+      "Insomnia",
+      "No Disorder",
+      "Sleep Apnea"
     ]
   },
   "columns": [
@@ -159,4 +165,4 @@
   "open_text_feature_intro": {},
   "open_text_features": [],
   "missing_from_original_info": []
-}
\ No newline at end of file
+}
diff --git a/decision_making/medical/classification/Stroke_Prediction_Dataset_B2/Stroke_Prediction_Dataset_B2_004.json b/decision_making/medical/classification/Stroke_Prediction_Dataset_B2/Stroke_Prediction_Dataset_B2_004.json
index 8a8064b8eacdb017ef196b63a6e75381fde63d53..89f4ab9288ec0e168bc37526fbb6d2a77ee91c26 100644
--- a/decision_making/medical/classification/Stroke_Prediction_Dataset_B2/Stroke_Prediction_Dataset_B2_004.json
+++ b/decision_making/medical/classification/Stroke_Prediction_Dataset_B2/Stroke_Prediction_Dataset_B2_004.json
@@ -5,7 +5,7 @@
   "perspective": "data_holder",
   "dataset_name": "Stroke_Prediction_Dataset",
   "table_path": "kaggle/Stroke_Prediction_Dataset",
-  "query": "The first candidate, ID 64553, is a female patient. She has no history of hypertension, and she is married. Her work is in the private sector, and she lives in a rural area. Her latest average glucose level reading is 68.76, and her Body Mass Index is 35.6. She is listed as a former smoker. The second record, ID 1665, is also for a female patient, but she does have hypertension. She does not have heart disease, and she is married. She is self-employed and resides rurally. Her average glucose level is notably higher at 174.12, with a BMI of 24.0. Given our past logs, which of these two new cases seems more aligned with the historical profile for a higher risk of stroke?",
+  "query": "The first candidate, ID 64553, is a female patient. She has no history of hypertension, and she is married. Her work is in the private sector, and she lives in a rural area. Her latest average glucose level reading is 68.76, and her Body Mass Index is 35.6. She is listed as a former smoker. The second record, ID 1665, is also for a female patient, but she does have hypertension. She does not have heart disease, and she is married. She is self-employed and resides rurally. Her average glucose level is notably higher at 174.12, with a BMI of 24.0. Given our past logs, which of these two new cases seems more aligned with the historical profile for a lower risk of stroke?",
   "meta_info": {
     "domain": "medical"
   },
@@ -56,4 +56,4 @@
   },
   "response": "",
   "evaluation_score": {}
-}
\ No newline at end of file
+}
diff --git a/decision_making/medical/classification/Stroke_Prediction_Dataset_B2/Stroke_Prediction_Dataset_B2_005.json b/decision_making/medical/classification/Stroke_Prediction_Dataset_B2/Stroke_Prediction_Dataset_B2_005.json
index e03adbd3b0ef59c25ab5d32d283539c6c7a6d31d..e4eae274525ba801a0b6a339051416e27a0e403e 100644
--- a/decision_making/medical/classification/Stroke_Prediction_Dataset_B2/Stroke_Prediction_Dataset_B2_005.json
+++ b/decision_making/medical/classification/Stroke_Prediction_Dataset_B2/Stroke_Prediction_Dataset_B2_005.json
@@ -5,7 +5,7 @@
   "perspective": "data_holder",
   "dataset_name": "Stroke_Prediction_Dataset",
   "table_path": "kaggle/Stroke_Prediction_Dataset",
-  "query": "Reviewing these latest patient records has me a bit uncertain, so I've got my historical logs open to cross-reference. One record is for individual 8213: aged 78, with existing heart disease. They are married, work privately, live in an urban setting, and have an average glucose reading of 219.84. The other record is for patient 41536, a female who is 33 years old with no heart disease. Her work is a government job, she lives rurally, and her glucose level is 57.92. Her smoking status isn't known. Given our past data focused on predicting stroke, does one of these new cases raise a more immediate flag than the other?",
+  "query": "Reviewing these latest patient records has me a bit uncertain, so I've got my historical logs open to cross-reference. One record is for individual 8213: aged 78, with existing heart disease. They are married, work privately, live in an urban setting, and have an average glucose reading of 219.84. The other record is for patient 41536, a female who is 33 years old with no heart disease. Her work is a government job, she lives rurally, and her glucose level is 57.92. Her smoking status isn't known. Given our past data focused on predicting stroke, which of these new cases looks less concerning for stroke based on those past patterns?",
   "meta_info": {
     "domain": "medical"
   },
@@ -56,4 +56,4 @@
   },
   "response": "",
   "evaluation_score": {}
-}
\ No newline at end of file
+}
diff --git a/decision_making/medical/classification/Stroke_Prediction_Dataset_B2/Stroke_Prediction_Dataset_B2_006.json b/decision_making/medical/classification/Stroke_Prediction_Dataset_B2/Stroke_Prediction_Dataset_B2_006.json
index 319318de0dbab5be5588e755cfe079e5ba85a699..6907d029dba7f1411735e19e3ecbf8ff1791d175 100644
--- a/decision_making/medical/classification/Stroke_Prediction_Dataset_B2/Stroke_Prediction_Dataset_B2_006.json
+++ b/decision_making/medical/classification/Stroke_Prediction_Dataset_B2/Stroke_Prediction_Dataset_B2_006.json
@@ -5,7 +5,7 @@
   "perspective": "data_holder",
   "dataset_name": "Stroke_Prediction_Dataset",
   "table_path": "kaggle/Stroke_Prediction_Dataset",
-  "query": "I'm reviewing two new patient intake forms for our stroke risk assessment program, and I'm comparing them against our historical patient archives. The first record, ID 7730, is for a 31-year-old male. He is not married, works in the private sector, and lives in a rural area. His medical history shows no hypertension and no heart disease. His average glucose level is 94.96, but his Body Mass Index is quite high at 54.7. He is a current smoker. The second record, ID 68627, is for an 80-year-old male. He is married, also works privately, but lives in an urban setting. Critically, his history includes both hypertension and heart disease. His average glucose level is elevated at 175.29, and his BMI is 31.5. His smoking status is listed as formerly smoked. Given our past logs show stroke events are our target, which of these two new patients would you flag as the higher priority for immediate follow-up?",
+  "query": "I'm reviewing two new patient intake forms for our stroke risk assessment program, and I'm comparing them against our historical patient archives. The first record, ID 7730, is for a 31-year-old male. He is not married, works in the private sector, and lives in a rural area. His medical history shows no hypertension and no heart disease. His average glucose level is 94.96, but his Body Mass Index is quite high at 54.7. He is a current smoker. The second record, ID 68627, is for an 80-year-old male. He is married, also works privately, but lives in an urban setting. Critically, his history includes both hypertension and heart disease. His average glucose level is elevated at 175.29, and his BMI is 31.5. His smoking status is listed as formerly smoked. Given our past logs show stroke events are our target, which of these two profiles looks less concerning for stroke based on our past records?",
   "meta_info": {
     "domain": "medical"
   },
@@ -56,4 +56,4 @@
   },
   "response": "",
   "evaluation_score": {}
-}
\ No newline at end of file
+}
diff --git a/ranking_and_filtering/daily/classification/Apple_Quality_B4/Apple_Quality_B4_001/history.csv b/ranking_and_filtering/daily/classification/Apple_Quality_B4/Apple_Quality_B4_001/history.csv
index d756e5f45145bff749f73a141b398cf66f06e08d..3b52f84947f363adf2ae476a2556788d9a25698a 100644
--- a/ranking_and_filtering/daily/classification/Apple_Quality_B4/Apple_Quality_B4_001/history.csv
+++ b/ranking_and_filtering/daily/classification/Apple_Quality_B4/Apple_Quality_B4_001/history.csv
@@ -3799,4 +3799,3 @@ A_id,Size,Weight,Sweetness,Crunchiness,Juiciness,Ripeness,Acidity,Quality
 3997.0,-2.634515299,-2.13824672,-2.440461285,0.657222891,2.19970859,4.763859177,-1.334611391,bad
 3998.0,-4.008003744,-1.779337107,2.366396966,-0.200329367,2.161435121,0.214488384,-2.229719806,good
 3999.0,0.27853965,-1.715505028,0.121217251,-1.154074758,1.2666774,-0.77657147,1.599796456,good
-,,,,,,,Created_by_Nidula_Elgiriyewithana,
diff --git a/ranking_and_filtering/daily/classification/Apple_Quality_B4/Apple_Quality_B4_001/info.json b/ranking_and_filtering/daily/classification/Apple_Quality_B4/Apple_Quality_B4_001/info.json
index 061594cd032cd189afdf78ebe43a94ad53166b97..8de202273508b7431d0bbe83b679ee5373c9efe5 100644
--- a/ranking_and_filtering/daily/classification/Apple_Quality_B4/Apple_Quality_B4_001/info.json
+++ b/ranking_and_filtering/daily/classification/Apple_Quality_B4/Apple_Quality_B4_001/info.json
@@ -1,66 +1,69 @@
-{
-    "name": "Apple Quality",
-    "source": "https://www.kaggle.com/datasets/nelgiriyewithana/apple-quality/data",
-    "data_intro": "This dataset contains information about various attributes of a set of fruits, providing insights into their characteristics. The dataset includes details such as fruit ID, size, weight, sweetness, crunchiness, juiciness, ripeness, acidity, and quality.",
-    "is_splited": false,
-    "overall_size": 4000,
-    "train_size": 0,
-    "test_size": 0,
-    "c_classes": 2,
-    "n_classes": 7,
-    "task_type": "classification",
-    "target": {
-        "Quality": "Build a model to predict the quality rating of fruits using various attributes."
-    },
-    "cat_feature_intro": {
-        "Acidity": "- Acidity: Acidity level of the fruit",
-        "Quality": "- Quality: Overall quality of the fruit."
-    },
-    "num_feature_intro": {
-        "A_id": "- A_id: Unique identifier for each fruit",
-        "Size": "- Size: Size of the fruit",
-        "Weight": "- Weight: Weight of the fruit",
-        "Sweetness": "- Sweetness: Degree of sweetness of the fruit",
-        "Crunchiness": "- Crunchiness: Texture indicating the crunchiness of the fruit",
-        "Juiciness": "- Juiciness: Level of juiciness of the fruit",
-        "Ripeness": "- Ripeness: Stage of ripeness of the fruit"
-    },
-    "evaluation_metric": null,
-    "num_feature_value": {
-        "A_id": [
-            0.0,
-            3999.0
-        ],
-        "Crunchiness": [
-            -6.055057805,
-            7.619851801
-        ],
-        "Juiciness": [
-            -5.961897048,
-            7.364402864
-        ],
-        "Ripeness": [
-            -5.864598918,
-            7.237836684
-        ],
-        "Size": [
-            -7.151703059,
-            6.406366899
-        ],
-        "Sweetness": [
-            -6.894485494,
-            6.374915513
-        ],
-        "Weight": [
-            -7.149847675,
-            5.79071359
-        ]
-    },
-    "cat_feature_value": {
-        "Acidity": "string",
-        "Quality": [
-            "bad",
-            "good"
-        ]
-    }
-}
\ No newline at end of file
+{
+  "name": "Apple Quality",
+  "source": "https://www.kaggle.com/datasets/nelgiriyewithana/apple-quality/data",
+  "data_intro": "This dataset contains information about various attributes of a set of fruits, providing insights into their characteristics. The dataset includes details such as fruit ID, size, weight, sweetness, crunchiness, juiciness, ripeness, acidity, and quality.",
+  "is_splited": false,
+  "overall_size": 4000,
+  "train_size": 0,
+  "test_size": 0,
+  "c_classes": 1,
+  "n_classes": 8,
+  "task_type": "classification",
+  "target": {
+    "Quality": "Build a model to predict the quality rating of fruits using various attributes."
+  },
+  "cat_feature_intro": {
+    "Quality": "- Quality: Overall quality of the fruit."
+  },
+  "num_feature_intro": {
+    "A_id": "- A_id: Unique identifier for each fruit",
+    "Size": "- Size: Size of the fruit",
+    "Weight": "- Weight: Weight of the fruit",
+    "Sweetness": "- Sweetness: Degree of sweetness of the fruit",
+    "Crunchiness": "- Crunchiness: Texture indicating the crunchiness of the fruit",
+    "Juiciness": "- Juiciness: Level of juiciness of the fruit",
+    "Ripeness": "- Ripeness: Stage of ripeness of the fruit",
+    "Acidity": "- Acidity: Acidity level of the fruit"
+  },
+  "evaluation_metric": null,
+  "num_feature_value": {
+    "A_id": [
+      0.0,
+      3999.0
+    ],
+    "Crunchiness": [
+      -6.055057805,
+      7.619851801
+    ],
+    "Juiciness": [
+      -5.961897048,
+      7.364402864
+    ],
+    "Ripeness": [
+      -5.864598918,
+      7.237836684
+    ],
+    "Size": [
+      -7.151703059,
+      6.406366899
+    ],
+    "Sweetness": [
+      -6.894485494,
+      6.374915513
+    ],
+    "Weight": [
+      -7.149847675,
+      5.79071359
+    ],
+    "Acidity": [
+      -7.010538475,
+      7.404736238
+    ]
+  },
+  "cat_feature_value": {
+    "Quality": [
+      "bad",
+      "good"
+    ]
+  }
+}
diff --git a/ranking_and_filtering/daily/classification/Apple_Quality_B4/Apple_Quality_B4_002/history.csv b/ranking_and_filtering/daily/classification/Apple_Quality_B4/Apple_Quality_B4_002/history.csv
index c02c2359887ecaa7ae0d239eab900543d498aea0..437d3f3a6f354dd7ef051a4f3390978ceac8b602 100644
--- a/ranking_and_filtering/daily/classification/Apple_Quality_B4/Apple_Quality_B4_002/history.csv
+++ b/ranking_and_filtering/daily/classification/Apple_Quality_B4/Apple_Quality_B4_002/history.csv
@@ -3799,4 +3799,3 @@ A_id,Size,Weight,Sweetness,Crunchiness,Juiciness,Ripeness,Acidity,Quality
 3996.0,-0.293118007,1.949252549,-0.20401993,-0.640195579,0.024522626,-1.087899732,1.854235285,good
 3997.0,-2.634515299,-2.13824672,-2.440461285,0.657222891,2.19970859,4.763859177,-1.334611391,bad
 3999.0,0.27853965,-1.715505028,0.121217251,-1.154074758,1.2666774,-0.77657147,1.599796456,good
-,,,,,,,Created_by_Nidula_Elgiriyewithana,
diff --git a/ranking_and_filtering/daily/classification/Apple_Quality_B4/Apple_Quality_B4_002/info.json b/ranking_and_filtering/daily/classification/Apple_Quality_B4/Apple_Quality_B4_002/info.json
index 061594cd032cd189afdf78ebe43a94ad53166b97..8de202273508b7431d0bbe83b679ee5373c9efe5 100644
--- a/ranking_and_filtering/daily/classification/Apple_Quality_B4/Apple_Quality_B4_002/info.json
+++ b/ranking_and_filtering/daily/classification/Apple_Quality_B4/Apple_Quality_B4_002/info.json
@@ -1,66 +1,69 @@
-{
-    "name": "Apple Quality",
-    "source": "https://www.kaggle.com/datasets/nelgiriyewithana/apple-quality/data",
-    "data_intro": "This dataset contains information about various attributes of a set of fruits, providing insights into their characteristics. The dataset includes details such as fruit ID, size, weight, sweetness, crunchiness, juiciness, ripeness, acidity, and quality.",
-    "is_splited": false,
-    "overall_size": 4000,
-    "train_size": 0,
-    "test_size": 0,
-    "c_classes": 2,
-    "n_classes": 7,
-    "task_type": "classification",
-    "target": {
-        "Quality": "Build a model to predict the quality rating of fruits using various attributes."
-    },
-    "cat_feature_intro": {
-        "Acidity": "- Acidity: Acidity level of the fruit",
-        "Quality": "- Quality: Overall quality of the fruit."
-    },
-    "num_feature_intro": {
-        "A_id": "- A_id: Unique identifier for each fruit",
-        "Size": "- Size: Size of the fruit",
-        "Weight": "- Weight: Weight of the fruit",
-        "Sweetness": "- Sweetness: Degree of sweetness of the fruit",
-        "Crunchiness": "- Crunchiness: Texture indicating the crunchiness of the fruit",
-        "Juiciness": "- Juiciness: Level of juiciness of the fruit",
-        "Ripeness": "- Ripeness: Stage of ripeness of the fruit"
-    },
-    "evaluation_metric": null,
-    "num_feature_value": {
-        "A_id": [
-            0.0,
-            3999.0
-        ],
-        "Crunchiness": [
-            -6.055057805,
-            7.619851801
-        ],
-        "Juiciness": [
-            -5.961897048,
-            7.364402864
-        ],
-        "Ripeness": [
-            -5.864598918,
-            7.237836684
-        ],
-        "Size": [
-            -7.151703059,
-            6.406366899
-        ],
-        "Sweetness": [
-            -6.894485494,
-            6.374915513
-        ],
-        "Weight": [
-            -7.149847675,
-            5.79071359
-        ]
-    },
-    "cat_feature_value": {
-        "Acidity": "string",
-        "Quality": [
-            "bad",
-            "good"
-        ]
-    }
-}
\ No newline at end of file
+{
+  "name": "Apple Quality",
+  "source": "https://www.kaggle.com/datasets/nelgiriyewithana/apple-quality/data",
+  "data_intro": "This dataset contains information about various attributes of a set of fruits, providing insights into their characteristics. The dataset includes details such as fruit ID, size, weight, sweetness, crunchiness, juiciness, ripeness, acidity, and quality.",
+  "is_splited": false,
+  "overall_size": 4000,
+  "train_size": 0,
+  "test_size": 0,
+  "c_classes": 1,
+  "n_classes": 8,
+  "task_type": "classification",
+  "target": {
+    "Quality": "Build a model to predict the quality rating of fruits using various attributes."
+  },
+  "cat_feature_intro": {
+    "Quality": "- Quality: Overall quality of the fruit."
+  },
+  "num_feature_intro": {
+    "A_id": "- A_id: Unique identifier for each fruit",
+    "Size": "- Size: Size of the fruit",
+    "Weight": "- Weight: Weight of the fruit",
+    "Sweetness": "- Sweetness: Degree of sweetness of the fruit",
+    "Crunchiness": "- Crunchiness: Texture indicating the crunchiness of the fruit",
+    "Juiciness": "- Juiciness: Level of juiciness of the fruit",
+    "Ripeness": "- Ripeness: Stage of ripeness of the fruit",
+    "Acidity": "- Acidity: Acidity level of the fruit"
+  },
+  "evaluation_metric": null,
+  "num_feature_value": {
+    "A_id": [
+      0.0,
+      3999.0
+    ],
+    "Crunchiness": [
+      -6.055057805,
+      7.619851801
+    ],
+    "Juiciness": [
+      -5.961897048,
+      7.364402864
+    ],
+    "Ripeness": [
+      -5.864598918,
+      7.237836684
+    ],
+    "Size": [
+      -7.151703059,
+      6.406366899
+    ],
+    "Sweetness": [
+      -6.894485494,
+      6.374915513
+    ],
+    "Weight": [
+      -7.149847675,
+      5.79071359
+    ],
+    "Acidity": [
+      -7.010538475,
+      7.404736238
+    ]
+  },
+  "cat_feature_value": {
+    "Quality": [
+      "bad",
+      "good"
+    ]
+  }
+}
diff --git a/ranking_and_filtering/daily/classification/Apple_Quality_B4/Apple_Quality_B4_003/history.csv b/ranking_and_filtering/daily/classification/Apple_Quality_B4/Apple_Quality_B4_003/history.csv
index 3c4584c7a6732e102d907dc8d5697f04e8c9e1ff..63ecad9fb178a0eaf9027514c12a71ad851cec17 100644
--- a/ranking_and_filtering/daily/classification/Apple_Quality_B4/Apple_Quality_B4_003/history.csv
+++ b/ranking_and_filtering/daily/classification/Apple_Quality_B4/Apple_Quality_B4_003/history.csv
@@ -3799,4 +3799,3 @@ A_id,Size,Weight,Sweetness,Crunchiness,Juiciness,Ripeness,Acidity,Quality
 3997.0,-2.634515299,-2.13824672,-2.440461285,0.657222891,2.19970859,4.763859177,-1.334611391,bad
 3998.0,-4.008003744,-1.779337107,2.366396966,-0.200329367,2.161435121,0.214488384,-2.229719806,good
 3999.0,0.27853965,-1.715505028,0.121217251,-1.154074758,1.2666774,-0.77657147,1.599796456,good
-,,,,,,,Created_by_Nidula_Elgiriyewithana,
diff --git a/ranking_and_filtering/daily/classification/Apple_Quality_B4/Apple_Quality_B4_003/info.json b/ranking_and_filtering/daily/classification/Apple_Quality_B4/Apple_Quality_B4_003/info.json
index 061594cd032cd189afdf78ebe43a94ad53166b97..8de202273508b7431d0bbe83b679ee5373c9efe5 100644
--- a/ranking_and_filtering/daily/classification/Apple_Quality_B4/Apple_Quality_B4_003/info.json
+++ b/ranking_and_filtering/daily/classification/Apple_Quality_B4/Apple_Quality_B4_003/info.json
@@ -1,66 +1,69 @@
-{
-    "name": "Apple Quality",
-    "source": "https://www.kaggle.com/datasets/nelgiriyewithana/apple-quality/data",
-    "data_intro": "This dataset contains information about various attributes of a set of fruits, providing insights into their characteristics. The dataset includes details such as fruit ID, size, weight, sweetness, crunchiness, juiciness, ripeness, acidity, and quality.",
-    "is_splited": false,
-    "overall_size": 4000,
-    "train_size": 0,
-    "test_size": 0,
-    "c_classes": 2,
-    "n_classes": 7,
-    "task_type": "classification",
-    "target": {
-        "Quality": "Build a model to predict the quality rating of fruits using various attributes."
-    },
-    "cat_feature_intro": {
-        "Acidity": "- Acidity: Acidity level of the fruit",
-        "Quality": "- Quality: Overall quality of the fruit."
-    },
-    "num_feature_intro": {
-        "A_id": "- A_id: Unique identifier for each fruit",
-        "Size": "- Size: Size of the fruit",
-        "Weight": "- Weight: Weight of the fruit",
-        "Sweetness": "- Sweetness: Degree of sweetness of the fruit",
-        "Crunchiness": "- Crunchiness: Texture indicating the crunchiness of the fruit",
-        "Juiciness": "- Juiciness: Level of juiciness of the fruit",
-        "Ripeness": "- Ripeness: Stage of ripeness of the fruit"
-    },
-    "evaluation_metric": null,
-    "num_feature_value": {
-        "A_id": [
-            0.0,
-            3999.0
-        ],
-        "Crunchiness": [
-            -6.055057805,
-            7.619851801
-        ],
-        "Juiciness": [
-            -5.961897048,
-            7.364402864
-        ],
-        "Ripeness": [
-            -5.864598918,
-            7.237836684
-        ],
-        "Size": [
-            -7.151703059,
-            6.406366899
-        ],
-        "Sweetness": [
-            -6.894485494,
-            6.374915513
-        ],
-        "Weight": [
-            -7.149847675,
-            5.79071359
-        ]
-    },
-    "cat_feature_value": {
-        "Acidity": "string",
-        "Quality": [
-            "bad",
-            "good"
-        ]
-    }
-}
\ No newline at end of file
+{
+  "name": "Apple Quality",
+  "source": "https://www.kaggle.com/datasets/nelgiriyewithana/apple-quality/data",
+  "data_intro": "This dataset contains information about various attributes of a set of fruits, providing insights into their characteristics. The dataset includes details such as fruit ID, size, weight, sweetness, crunchiness, juiciness, ripeness, acidity, and quality.",
+  "is_splited": false,
+  "overall_size": 4000,
+  "train_size": 0,
+  "test_size": 0,
+  "c_classes": 1,
+  "n_classes": 8,
+  "task_type": "classification",
+  "target": {
+    "Quality": "Build a model to predict the quality rating of fruits using various attributes."
+  },
+  "cat_feature_intro": {
+    "Quality": "- Quality: Overall quality of the fruit."
+  },
+  "num_feature_intro": {
+    "A_id": "- A_id: Unique identifier for each fruit",
+    "Size": "- Size: Size of the fruit",
+    "Weight": "- Weight: Weight of the fruit",
+    "Sweetness": "- Sweetness: Degree of sweetness of the fruit",
+    "Crunchiness": "- Crunchiness: Texture indicating the crunchiness of the fruit",
+    "Juiciness": "- Juiciness: Level of juiciness of the fruit",
+    "Ripeness": "- Ripeness: Stage of ripeness of the fruit",
+    "Acidity": "- Acidity: Acidity level of the fruit"
+  },
+  "evaluation_metric": null,
+  "num_feature_value": {
+    "A_id": [
+      0.0,
+      3999.0
+    ],
+    "Crunchiness": [
+      -6.055057805,
+      7.619851801
+    ],
+    "Juiciness": [
+      -5.961897048,
+      7.364402864
+    ],
+    "Ripeness": [
+      -5.864598918,
+      7.237836684
+    ],
+    "Size": [
+      -7.151703059,
+      6.406366899
+    ],
+    "Sweetness": [
+      -6.894485494,
+      6.374915513
+    ],
+    "Weight": [
+      -7.149847675,
+      5.79071359
+    ],
+    "Acidity": [
+      -7.010538475,
+      7.404736238
+    ]
+  },
+  "cat_feature_value": {
+    "Quality": [
+      "bad",
+      "good"
+    ]
+  }
+}
diff --git a/ranking_and_filtering/daily/classification/Apple_Quality_B4/Apple_Quality_B4_004/history.csv b/ranking_and_filtering/daily/classification/Apple_Quality_B4/Apple_Quality_B4_004/history.csv
index a4fbfd45a3974f405c4b7219cfeeace01265f32a..57f8b0f253b76e045bda0b31c9cba5a904d4f382 100644
--- a/ranking_and_filtering/daily/classification/Apple_Quality_B4/Apple_Quality_B4_004/history.csv
+++ b/ranking_and_filtering/daily/classification/Apple_Quality_B4/Apple_Quality_B4_004/history.csv
@@ -3799,4 +3799,3 @@ A_id,Size,Weight,Sweetness,Crunchiness,Juiciness,Ripeness,Acidity,Quality
 3997.0,-2.634515299,-2.13824672,-2.440461285,0.657222891,2.19970859,4.763859177,-1.334611391,bad
 3998.0,-4.008003744,-1.779337107,2.366396966,-0.200329367,2.161435121,0.214488384,-2.229719806,good
 3999.0,0.27853965,-1.715505028,0.121217251,-1.154074758,1.2666774,-0.77657147,1.599796456,good
-,,,,,,,Created_by_Nidula_Elgiriyewithana,
diff --git a/ranking_and_filtering/daily/classification/Apple_Quality_B4/Apple_Quality_B4_004/info.json b/ranking_and_filtering/daily/classification/Apple_Quality_B4/Apple_Quality_B4_004/info.json
index 061594cd032cd189afdf78ebe43a94ad53166b97..8de202273508b7431d0bbe83b679ee5373c9efe5 100644
--- a/ranking_and_filtering/daily/classification/Apple_Quality_B4/Apple_Quality_B4_004/info.json
+++ b/ranking_and_filtering/daily/classification/Apple_Quality_B4/Apple_Quality_B4_004/info.json
@@ -1,66 +1,69 @@
-{
-    "name": "Apple Quality",
-    "source": "https://www.kaggle.com/datasets/nelgiriyewithana/apple-quality/data",
-    "data_intro": "This dataset contains information about various attributes of a set of fruits, providing insights into their characteristics. The dataset includes details such as fruit ID, size, weight, sweetness, crunchiness, juiciness, ripeness, acidity, and quality.",
-    "is_splited": false,
-    "overall_size": 4000,
-    "train_size": 0,
-    "test_size": 0,
-    "c_classes": 2,
-    "n_classes": 7,
-    "task_type": "classification",
-    "target": {
-        "Quality": "Build a model to predict the quality rating of fruits using various attributes."
-    },
-    "cat_feature_intro": {
-        "Acidity": "- Acidity: Acidity level of the fruit",
-        "Quality": "- Quality: Overall quality of the fruit."
-    },
-    "num_feature_intro": {
-        "A_id": "- A_id: Unique identifier for each fruit",
-        "Size": "- Size: Size of the fruit",
-        "Weight": "- Weight: Weight of the fruit",
-        "Sweetness": "- Sweetness: Degree of sweetness of the fruit",
-        "Crunchiness": "- Crunchiness: Texture indicating the crunchiness of the fruit",
-        "Juiciness": "- Juiciness: Level of juiciness of the fruit",
-        "Ripeness": "- Ripeness: Stage of ripeness of the fruit"
-    },
-    "evaluation_metric": null,
-    "num_feature_value": {
-        "A_id": [
-            0.0,
-            3999.0
-        ],
-        "Crunchiness": [
-            -6.055057805,
-            7.619851801
-        ],
-        "Juiciness": [
-            -5.961897048,
-            7.364402864
-        ],
-        "Ripeness": [
-            -5.864598918,
-            7.237836684
-        ],
-        "Size": [
-            -7.151703059,
-            6.406366899
-        ],
-        "Sweetness": [
-            -6.894485494,
-            6.374915513
-        ],
-        "Weight": [
-            -7.149847675,
-            5.79071359
-        ]
-    },
-    "cat_feature_value": {
-        "Acidity": "string",
-        "Quality": [
-            "bad",
-            "good"
-        ]
-    }
-}
\ No newline at end of file
+{
+  "name": "Apple Quality",
+  "source": "https://www.kaggle.com/datasets/nelgiriyewithana/apple-quality/data",
+  "data_intro": "This dataset contains information about various attributes of a set of fruits, providing insights into their characteristics. The dataset includes details such as fruit ID, size, weight, sweetness, crunchiness, juiciness, ripeness, acidity, and quality.",
+  "is_splited": false,
+  "overall_size": 4000,
+  "train_size": 0,
+  "test_size": 0,
+  "c_classes": 1,
+  "n_classes": 8,
+  "task_type": "classification",
+  "target": {
+    "Quality": "Build a model to predict the quality rating of fruits using various attributes."
+  },
+  "cat_feature_intro": {
+    "Quality": "- Quality: Overall quality of the fruit."
+  },
+  "num_feature_intro": {
+    "A_id": "- A_id: Unique identifier for each fruit",
+    "Size": "- Size: Size of the fruit",
+    "Weight": "- Weight: Weight of the fruit",
+    "Sweetness": "- Sweetness: Degree of sweetness of the fruit",
+    "Crunchiness": "- Crunchiness: Texture indicating the crunchiness of the fruit",
+    "Juiciness": "- Juiciness: Level of juiciness of the fruit",
+    "Ripeness": "- Ripeness: Stage of ripeness of the fruit",
+    "Acidity": "- Acidity: Acidity level of the fruit"
+  },
+  "evaluation_metric": null,
+  "num_feature_value": {
+    "A_id": [
+      0.0,
+      3999.0
+    ],
+    "Crunchiness": [
+      -6.055057805,
+      7.619851801
+    ],
+    "Juiciness": [
+      -5.961897048,
+      7.364402864
+    ],
+    "Ripeness": [
+      -5.864598918,
+      7.237836684
+    ],
+    "Size": [
+      -7.151703059,
+      6.406366899
+    ],
+    "Sweetness": [
+      -6.894485494,
+      6.374915513
+    ],
+    "Weight": [
+      -7.149847675,
+      5.79071359
+    ],
+    "Acidity": [
+      -7.010538475,
+      7.404736238
+    ]
+  },
+  "cat_feature_value": {
+    "Quality": [
+      "bad",
+      "good"
+    ]
+  }
+}
diff --git a/ranking_and_filtering/daily/classification/Apple_Quality_B4/Apple_Quality_B4_005/history.csv b/ranking_and_filtering/daily/classification/Apple_Quality_B4/Apple_Quality_B4_005/history.csv
index dedf1f8d8874949cb718b562d97c4699ed09db7c..314b77ef8c3f9729ad435624736ed01b8d7f4d74 100644
--- a/ranking_and_filtering/daily/classification/Apple_Quality_B4/Apple_Quality_B4_005/history.csv
+++ b/ranking_and_filtering/daily/classification/Apple_Quality_B4/Apple_Quality_B4_005/history.csv
@@ -3799,4 +3799,3 @@ A_id,Size,Weight,Sweetness,Crunchiness,Juiciness,Ripeness,Acidity,Quality
 3997.0,-2.634515299,-2.13824672,-2.440461285,0.657222891,2.19970859,4.763859177,-1.334611391,bad
 3998.0,-4.008003744,-1.779337107,2.366396966,-0.200329367,2.161435121,0.214488384,-2.229719806,good
 3999.0,0.27853965,-1.715505028,0.121217251,-1.154074758,1.2666774,-0.77657147,1.599796456,good
-,,,,,,,Created_by_Nidula_Elgiriyewithana,
diff --git a/ranking_and_filtering/daily/classification/Apple_Quality_B4/Apple_Quality_B4_005/info.json b/ranking_and_filtering/daily/classification/Apple_Quality_B4/Apple_Quality_B4_005/info.json
index 061594cd032cd189afdf78ebe43a94ad53166b97..8de202273508b7431d0bbe83b679ee5373c9efe5 100644
--- a/ranking_and_filtering/daily/classification/Apple_Quality_B4/Apple_Quality_B4_005/info.json
+++ b/ranking_and_filtering/daily/classification/Apple_Quality_B4/Apple_Quality_B4_005/info.json
@@ -1,66 +1,69 @@
-{
-    "name": "Apple Quality",
-    "source": "https://www.kaggle.com/datasets/nelgiriyewithana/apple-quality/data",
-    "data_intro": "This dataset contains information about various attributes of a set of fruits, providing insights into their characteristics. The dataset includes details such as fruit ID, size, weight, sweetness, crunchiness, juiciness, ripeness, acidity, and quality.",
-    "is_splited": false,
-    "overall_size": 4000,
-    "train_size": 0,
-    "test_size": 0,
-    "c_classes": 2,
-    "n_classes": 7,
-    "task_type": "classification",
-    "target": {
-        "Quality": "Build a model to predict the quality rating of fruits using various attributes."
-    },
-    "cat_feature_intro": {
-        "Acidity": "- Acidity: Acidity level of the fruit",
-        "Quality": "- Quality: Overall quality of the fruit."
-    },
-    "num_feature_intro": {
-        "A_id": "- A_id: Unique identifier for each fruit",
-        "Size": "- Size: Size of the fruit",
-        "Weight": "- Weight: Weight of the fruit",
-        "Sweetness": "- Sweetness: Degree of sweetness of the fruit",
-        "Crunchiness": "- Crunchiness: Texture indicating the crunchiness of the fruit",
-        "Juiciness": "- Juiciness: Level of juiciness of the fruit",
-        "Ripeness": "- Ripeness: Stage of ripeness of the fruit"
-    },
-    "evaluation_metric": null,
-    "num_feature_value": {
-        "A_id": [
-            0.0,
-            3999.0
-        ],
-        "Crunchiness": [
-            -6.055057805,
-            7.619851801
-        ],
-        "Juiciness": [
-            -5.961897048,
-            7.364402864
-        ],
-        "Ripeness": [
-            -5.864598918,
-            7.237836684
-        ],
-        "Size": [
-            -7.151703059,
-            6.406366899
-        ],
-        "Sweetness": [
-            -6.894485494,
-            6.374915513
-        ],
-        "Weight": [
-            -7.149847675,
-            5.79071359
-        ]
-    },
-    "cat_feature_value": {
-        "Acidity": "string",
-        "Quality": [
-            "bad",
-            "good"
-        ]
-    }
-}
\ No newline at end of file
+{
+  "name": "Apple Quality",
+  "source": "https://www.kaggle.com/datasets/nelgiriyewithana/apple-quality/data",
+  "data_intro": "This dataset contains information about various attributes of a set of fruits, providing insights into their characteristics. The dataset includes details such as fruit ID, size, weight, sweetness, crunchiness, juiciness, ripeness, acidity, and quality.",
+  "is_splited": false,
+  "overall_size": 4000,
+  "train_size": 0,
+  "test_size": 0,
+  "c_classes": 1,
+  "n_classes": 8,
+  "task_type": "classification",
+  "target": {
+    "Quality": "Build a model to predict the quality rating of fruits using various attributes."
+  },
+  "cat_feature_intro": {
+    "Quality": "- Quality: Overall quality of the fruit."
+  },
+  "num_feature_intro": {
+    "A_id": "- A_id: Unique identifier for each fruit",
+    "Size": "- Size: Size of the fruit",
+    "Weight": "- Weight: Weight of the fruit",
+    "Sweetness": "- Sweetness: Degree of sweetness of the fruit",
+    "Crunchiness": "- Crunchiness: Texture indicating the crunchiness of the fruit",
+    "Juiciness": "- Juiciness: Level of juiciness of the fruit",
+    "Ripeness": "- Ripeness: Stage of ripeness of the fruit",
+    "Acidity": "- Acidity: Acidity level of the fruit"
+  },
+  "evaluation_metric": null,
+  "num_feature_value": {
+    "A_id": [
+      0.0,
+      3999.0
+    ],
+    "Crunchiness": [
+      -6.055057805,
+      7.619851801
+    ],
+    "Juiciness": [
+      -5.961897048,
+      7.364402864
+    ],
+    "Ripeness": [
+      -5.864598918,
+      7.237836684
+    ],
+    "Size": [
+      -7.151703059,
+      6.406366899
+    ],
+    "Sweetness": [
+      -6.894485494,
+      6.374915513
+    ],
+    "Weight": [
+      -7.149847675,
+      5.79071359
+    ],
+    "Acidity": [
+      -7.010538475,
+      7.404736238
+    ]
+  },
+  "cat_feature_value": {
+    "Quality": [
+      "bad",
+      "good"
+    ]
+  }
+}
diff --git a/ranking_and_filtering/daily/classification/Apple_Quality_B4/Apple_Quality_B4_006/history.csv b/ranking_and_filtering/daily/classification/Apple_Quality_B4/Apple_Quality_B4_006/history.csv
index bf141c6ff92fb591877d37727a7f4d8f5cf26e53..9d3a823b339045f0e8b77d291b2f8e0b0fc23976 100644
--- a/ranking_and_filtering/daily/classification/Apple_Quality_B4/Apple_Quality_B4_006/history.csv
+++ b/ranking_and_filtering/daily/classification/Apple_Quality_B4/Apple_Quality_B4_006/history.csv
@@ -3799,4 +3799,3 @@ A_id,Size,Weight,Sweetness,Crunchiness,Juiciness,Ripeness,Acidity,Quality
 3997.0,-2.634515299,-2.13824672,-2.440461285,0.657222891,2.19970859,4.763859177,-1.334611391,bad
 3998.0,-4.008003744,-1.779337107,2.366396966,-0.200329367,2.161435121,0.214488384,-2.229719806,good
 3999.0,0.27853965,-1.715505028,0.121217251,-1.154074758,1.2666774,-0.77657147,1.599796456,good
-,,,,,,,Created_by_Nidula_Elgiriyewithana,
diff --git a/ranking_and_filtering/daily/classification/Apple_Quality_B4/Apple_Quality_B4_006/info.json b/ranking_and_filtering/daily/classification/Apple_Quality_B4/Apple_Quality_B4_006/info.json
index 061594cd032cd189afdf78ebe43a94ad53166b97..8de202273508b7431d0bbe83b679ee5373c9efe5 100644
--- a/ranking_and_filtering/daily/classification/Apple_Quality_B4/Apple_Quality_B4_006/info.json
+++ b/ranking_and_filtering/daily/classification/Apple_Quality_B4/Apple_Quality_B4_006/info.json
@@ -1,66 +1,69 @@
-{
-    "name": "Apple Quality",
-    "source": "https://www.kaggle.com/datasets/nelgiriyewithana/apple-quality/data",
-    "data_intro": "This dataset contains information about various attributes of a set of fruits, providing insights into their characteristics. The dataset includes details such as fruit ID, size, weight, sweetness, crunchiness, juiciness, ripeness, acidity, and quality.",
-    "is_splited": false,
-    "overall_size": 4000,
-    "train_size": 0,
-    "test_size": 0,
-    "c_classes": 2,
-    "n_classes": 7,
-    "task_type": "classification",
-    "target": {
-        "Quality": "Build a model to predict the quality rating of fruits using various attributes."
-    },
-    "cat_feature_intro": {
-        "Acidity": "- Acidity: Acidity level of the fruit",
-        "Quality": "- Quality: Overall quality of the fruit."
-    },
-    "num_feature_intro": {
-        "A_id": "- A_id: Unique identifier for each fruit",
-        "Size": "- Size: Size of the fruit",
-        "Weight": "- Weight: Weight of the fruit",
-        "Sweetness": "- Sweetness: Degree of sweetness of the fruit",
-        "Crunchiness": "- Crunchiness: Texture indicating the crunchiness of the fruit",
-        "Juiciness": "- Juiciness: Level of juiciness of the fruit",
-        "Ripeness": "- Ripeness: Stage of ripeness of the fruit"
-    },
-    "evaluation_metric": null,
-    "num_feature_value": {
-        "A_id": [
-            0.0,
-            3999.0
-        ],
-        "Crunchiness": [
-            -6.055057805,
-            7.619851801
-        ],
-        "Juiciness": [
-            -5.961897048,
-            7.364402864
-        ],
-        "Ripeness": [
-            -5.864598918,
-            7.237836684
-        ],
-        "Size": [
-            -7.151703059,
-            6.406366899
-        ],
-        "Sweetness": [
-            -6.894485494,
-            6.374915513
-        ],
-        "Weight": [
-            -7.149847675,
-            5.79071359
-        ]
-    },
-    "cat_feature_value": {
-        "Acidity": "string",
-        "Quality": [
-            "bad",
-            "good"
-        ]
-    }
-}
\ No newline at end of file
+{
+  "name": "Apple Quality",
+  "source": "https://www.kaggle.com/datasets/nelgiriyewithana/apple-quality/data",
+  "data_intro": "This dataset contains information about various attributes of a set of fruits, providing insights into their characteristics. The dataset includes details such as fruit ID, size, weight, sweetness, crunchiness, juiciness, ripeness, acidity, and quality.",
+  "is_splited": false,
+  "overall_size": 4000,
+  "train_size": 0,
+  "test_size": 0,
+  "c_classes": 1,
+  "n_classes": 8,
+  "task_type": "classification",
+  "target": {
+    "Quality": "Build a model to predict the quality rating of fruits using various attributes."
+  },
+  "cat_feature_intro": {
+    "Quality": "- Quality: Overall quality of the fruit."
+  },
+  "num_feature_intro": {
+    "A_id": "- A_id: Unique identifier for each fruit",
+    "Size": "- Size: Size of the fruit",
+    "Weight": "- Weight: Weight of the fruit",
+    "Sweetness": "- Sweetness: Degree of sweetness of the fruit",
+    "Crunchiness": "- Crunchiness: Texture indicating the crunchiness of the fruit",
+    "Juiciness": "- Juiciness: Level of juiciness of the fruit",
+    "Ripeness": "- Ripeness: Stage of ripeness of the fruit",
+    "Acidity": "- Acidity: Acidity level of the fruit"
+  },
+  "evaluation_metric": null,
+  "num_feature_value": {
+    "A_id": [
+      0.0,
+      3999.0
+    ],
+    "Crunchiness": [
+      -6.055057805,
+      7.619851801
+    ],
+    "Juiciness": [
+      -5.961897048,
+      7.364402864
+    ],
+    "Ripeness": [
+      -5.864598918,
+      7.237836684
+    ],
+    "Size": [
+      -7.151703059,
+      6.406366899
+    ],
+    "Sweetness": [
+      -6.894485494,
+      6.374915513
+    ],
+    "Weight": [
+      -7.149847675,
+      5.79071359
+    ],
+    "Acidity": [
+      -7.010538475,
+      7.404736238
+    ]
+  },
+  "cat_feature_value": {
+    "Quality": [
+      "bad",
+      "good"
+    ]
+  }
+}
diff --git a/ranking_and_filtering/daily/classification/Apple_Quality_B4/Apple_Quality_B4_007/history.csv b/ranking_and_filtering/daily/classification/Apple_Quality_B4/Apple_Quality_B4_007/history.csv
index 908dca46d54f2aebb1558dc8acf3f377014a5c7c..e63ae6b2155c19ed91c9dd1347f73c56e493673f 100644
--- a/ranking_and_filtering/daily/classification/Apple_Quality_B4/Apple_Quality_B4_007/history.csv
+++ b/ranking_and_filtering/daily/classification/Apple_Quality_B4/Apple_Quality_B4_007/history.csv
@@ -3799,4 +3799,3 @@ A_id,Size,Weight,Sweetness,Crunchiness,Juiciness,Ripeness,Acidity,Quality
 3997.0,-2.634515299,-2.13824672,-2.440461285,0.657222891,2.19970859,4.763859177,-1.334611391,bad
 3998.0,-4.008003744,-1.779337107,2.366396966,-0.200329367,2.161435121,0.214488384,-2.229719806,good
 3999.0,0.27853965,-1.715505028,0.121217251,-1.154074758,1.2666774,-0.77657147,1.599796456,good
-,,,,,,,Created_by_Nidula_Elgiriyewithana,
diff --git a/ranking_and_filtering/daily/classification/Apple_Quality_B4/Apple_Quality_B4_007/info.json b/ranking_and_filtering/daily/classification/Apple_Quality_B4/Apple_Quality_B4_007/info.json
index 061594cd032cd189afdf78ebe43a94ad53166b97..8de202273508b7431d0bbe83b679ee5373c9efe5 100644
--- a/ranking_and_filtering/daily/classification/Apple_Quality_B4/Apple_Quality_B4_007/info.json
+++ b/ranking_and_filtering/daily/classification/Apple_Quality_B4/Apple_Quality_B4_007/info.json
@@ -1,66 +1,69 @@
-{
-    "name": "Apple Quality",
-    "source": "https://www.kaggle.com/datasets/nelgiriyewithana/apple-quality/data",
-    "data_intro": "This dataset contains information about various attributes of a set of fruits, providing insights into their characteristics. The dataset includes details such as fruit ID, size, weight, sweetness, crunchiness, juiciness, ripeness, acidity, and quality.",
-    "is_splited": false,
-    "overall_size": 4000,
-    "train_size": 0,
-    "test_size": 0,
-    "c_classes": 2,
-    "n_classes": 7,
-    "task_type": "classification",
-    "target": {
-        "Quality": "Build a model to predict the quality rating of fruits using various attributes."
-    },
-    "cat_feature_intro": {
-        "Acidity": "- Acidity: Acidity level of the fruit",
-        "Quality": "- Quality: Overall quality of the fruit."
-    },
-    "num_feature_intro": {
-        "A_id": "- A_id: Unique identifier for each fruit",
-        "Size": "- Size: Size of the fruit",
-        "Weight": "- Weight: Weight of the fruit",
-        "Sweetness": "- Sweetness: Degree of sweetness of the fruit",
-        "Crunchiness": "- Crunchiness: Texture indicating the crunchiness of the fruit",
-        "Juiciness": "- Juiciness: Level of juiciness of the fruit",
-        "Ripeness": "- Ripeness: Stage of ripeness of the fruit"
-    },
-    "evaluation_metric": null,
-    "num_feature_value": {
-        "A_id": [
-            0.0,
-            3999.0
-        ],
-        "Crunchiness": [
-            -6.055057805,
-            7.619851801
-        ],
-        "Juiciness": [
-            -5.961897048,
-            7.364402864
-        ],
-        "Ripeness": [
-            -5.864598918,
-            7.237836684
-        ],
-        "Size": [
-            -7.151703059,
-            6.406366899
-        ],
-        "Sweetness": [
-            -6.894485494,
-            6.374915513
-        ],
-        "Weight": [
-            -7.149847675,
-            5.79071359
-        ]
-    },
-    "cat_feature_value": {
-        "Acidity": "string",
-        "Quality": [
-            "bad",
-            "good"
-        ]
-    }
-}
\ No newline at end of file
+{
+  "name": "Apple Quality",
+  "source": "https://www.kaggle.com/datasets/nelgiriyewithana/apple-quality/data",
+  "data_intro": "This dataset contains information about various attributes of a set of fruits, providing insights into their characteristics. The dataset includes details such as fruit ID, size, weight, sweetness, crunchiness, juiciness, ripeness, acidity, and quality.",
+  "is_splited": false,
+  "overall_size": 4000,
+  "train_size": 0,
+  "test_size": 0,
+  "c_classes": 1,
+  "n_classes": 8,
+  "task_type": "classification",
+  "target": {
+    "Quality": "Build a model to predict the quality rating of fruits using various attributes."
+  },
+  "cat_feature_intro": {
+    "Quality": "- Quality: Overall quality of the fruit."
+  },
+  "num_feature_intro": {
+    "A_id": "- A_id: Unique identifier for each fruit",
+    "Size": "- Size: Size of the fruit",
+    "Weight": "- Weight: Weight of the fruit",
+    "Sweetness": "- Sweetness: Degree of sweetness of the fruit",
+    "Crunchiness": "- Crunchiness: Texture indicating the crunchiness of the fruit",
+    "Juiciness": "- Juiciness: Level of juiciness of the fruit",
+    "Ripeness": "- Ripeness: Stage of ripeness of the fruit",
+    "Acidity": "- Acidity: Acidity level of the fruit"
+  },
+  "evaluation_metric": null,
+  "num_feature_value": {
+    "A_id": [
+      0.0,
+      3999.0
+    ],
+    "Crunchiness": [
+      -6.055057805,
+      7.619851801
+    ],
+    "Juiciness": [
+      -5.961897048,
+      7.364402864
+    ],
+    "Ripeness": [
+      -5.864598918,
+      7.237836684
+    ],
+    "Size": [
+      -7.151703059,
+      6.406366899
+    ],
+    "Sweetness": [
+      -6.894485494,
+      6.374915513
+    ],
+    "Weight": [
+      -7.149847675,
+      5.79071359
+    ],
+    "Acidity": [
+      -7.010538475,
+      7.404736238
+    ]
+  },
+  "cat_feature_value": {
+    "Quality": [
+      "bad",
+      "good"
+    ]
+  }
+}
diff --git a/ranking_and_filtering/daily/classification/Apple_Quality_B4/Apple_Quality_B4_008/history.csv b/ranking_and_filtering/daily/classification/Apple_Quality_B4/Apple_Quality_B4_008/history.csv
index ad4fd682c160296c6cf2965879c7cb9eb143f44a..7d366b99ea8cbeddd0a9c0966c0a2aba10ca508c 100644
--- a/ranking_and_filtering/daily/classification/Apple_Quality_B4/Apple_Quality_B4_008/history.csv
+++ b/ranking_and_filtering/daily/classification/Apple_Quality_B4/Apple_Quality_B4_008/history.csv
@@ -3799,4 +3799,3 @@ A_id,Size,Weight,Sweetness,Crunchiness,Juiciness,Ripeness,Acidity,Quality
 3997.0,-2.634515299,-2.13824672,-2.440461285,0.657222891,2.19970859,4.763859177,-1.334611391,bad
 3998.0,-4.008003744,-1.779337107,2.366396966,-0.200329367,2.161435121,0.214488384,-2.229719806,good
 3999.0,0.27853965,-1.715505028,0.121217251,-1.154074758,1.2666774,-0.77657147,1.599796456,good
-,,,,,,,Created_by_Nidula_Elgiriyewithana,
diff --git a/ranking_and_filtering/daily/classification/Apple_Quality_B4/Apple_Quality_B4_008/info.json b/ranking_and_filtering/daily/classification/Apple_Quality_B4/Apple_Quality_B4_008/info.json
index 061594cd032cd189afdf78ebe43a94ad53166b97..8de202273508b7431d0bbe83b679ee5373c9efe5 100644
--- a/ranking_and_filtering/daily/classification/Apple_Quality_B4/Apple_Quality_B4_008/info.json
+++ b/ranking_and_filtering/daily/classification/Apple_Quality_B4/Apple_Quality_B4_008/info.json
@@ -1,66 +1,69 @@
-{
-    "name": "Apple Quality",
-    "source": "https://www.kaggle.com/datasets/nelgiriyewithana/apple-quality/data",
-    "data_intro": "This dataset contains information about various attributes of a set of fruits, providing insights into their characteristics. The dataset includes details such as fruit ID, size, weight, sweetness, crunchiness, juiciness, ripeness, acidity, and quality.",
-    "is_splited": false,
-    "overall_size": 4000,
-    "train_size": 0,
-    "test_size": 0,
-    "c_classes": 2,
-    "n_classes": 7,
-    "task_type": "classification",
-    "target": {
-        "Quality": "Build a model to predict the quality rating of fruits using various attributes."
-    },
-    "cat_feature_intro": {
-        "Acidity": "- Acidity: Acidity level of the fruit",
-        "Quality": "- Quality: Overall quality of the fruit."
-    },
-    "num_feature_intro": {
-        "A_id": "- A_id: Unique identifier for each fruit",
-        "Size": "- Size: Size of the fruit",
-        "Weight": "- Weight: Weight of the fruit",
-        "Sweetness": "- Sweetness: Degree of sweetness of the fruit",
-        "Crunchiness": "- Crunchiness: Texture indicating the crunchiness of the fruit",
-        "Juiciness": "- Juiciness: Level of juiciness of the fruit",
-        "Ripeness": "- Ripeness: Stage of ripeness of the fruit"
-    },
-    "evaluation_metric": null,
-    "num_feature_value": {
-        "A_id": [
-            0.0,
-            3999.0
-        ],
-        "Crunchiness": [
-            -6.055057805,
-            7.619851801
-        ],
-        "Juiciness": [
-            -5.961897048,
-            7.364402864
-        ],
-        "Ripeness": [
-            -5.864598918,
-            7.237836684
-        ],
-        "Size": [
-            -7.151703059,
-            6.406366899
-        ],
-        "Sweetness": [
-            -6.894485494,
-            6.374915513
-        ],
-        "Weight": [
-            -7.149847675,
-            5.79071359
-        ]
-    },
-    "cat_feature_value": {
-        "Acidity": "string",
-        "Quality": [
-            "bad",
-            "good"
-        ]
-    }
-}
\ No newline at end of file
+{
+  "name": "Apple Quality",
+  "source": "https://www.kaggle.com/datasets/nelgiriyewithana/apple-quality/data",
+  "data_intro": "This dataset contains information about various attributes of a set of fruits, providing insights into their characteristics. The dataset includes details such as fruit ID, size, weight, sweetness, crunchiness, juiciness, ripeness, acidity, and quality.",
+  "is_splited": false,
+  "overall_size": 4000,
+  "train_size": 0,
+  "test_size": 0,
+  "c_classes": 1,
+  "n_classes": 8,
+  "task_type": "classification",
+  "target": {
+    "Quality": "Build a model to predict the quality rating of fruits using various attributes."
+  },
+  "cat_feature_intro": {
+    "Quality": "- Quality: Overall quality of the fruit."
+  },
+  "num_feature_intro": {
+    "A_id": "- A_id: Unique identifier for each fruit",
+    "Size": "- Size: Size of the fruit",
+    "Weight": "- Weight: Weight of the fruit",
+    "Sweetness": "- Sweetness: Degree of sweetness of the fruit",
+    "Crunchiness": "- Crunchiness: Texture indicating the crunchiness of the fruit",
+    "Juiciness": "- Juiciness: Level of juiciness of the fruit",
+    "Ripeness": "- Ripeness: Stage of ripeness of the fruit",
+    "Acidity": "- Acidity: Acidity level of the fruit"
+  },
+  "evaluation_metric": null,
+  "num_feature_value": {
+    "A_id": [
+      0.0,
+      3999.0
+    ],
+    "Crunchiness": [
+      -6.055057805,
+      7.619851801
+    ],
+    "Juiciness": [
+      -5.961897048,
+      7.364402864
+    ],
+    "Ripeness": [
+      -5.864598918,
+      7.237836684
+    ],
+    "Size": [
+      -7.151703059,
+      6.406366899
+    ],
+    "Sweetness": [
+      -6.894485494,
+      6.374915513
+    ],
+    "Weight": [
+      -7.149847675,
+      5.79071359
+    ],
+    "Acidity": [
+      -7.010538475,
+      7.404736238
+    ]
+  },
+  "cat_feature_value": {
+    "Quality": [
+      "bad",
+      "good"
+    ]
+  }
+}
diff --git a/ranking_and_filtering/daily/classification/Gender_Recognition_by_Voice_B4/Gender_Recognition_by_Voice_B4_008/Gender_Recognition_by_Voice_B4_008_current.json b/ranking_and_filtering/daily/classification/Gender_Recognition_by_Voice_B4/Gender_Recognition_by_Voice_B4_008/Gender_Recognition_by_Voice_B4_008_current.json
index 23d3a32d06ba88d743516eb9c3a5de572c8c61fe..edc4add9b8e6a1352e67562fbc5d39a55c758dec 100644
--- a/ranking_and_filtering/daily/classification/Gender_Recognition_by_Voice_B4/Gender_Recognition_by_Voice_B4_008/Gender_Recognition_by_Voice_B4_008_current.json
+++ b/ranking_and_filtering/daily/classification/Gender_Recognition_by_Voice_B4/Gender_Recognition_by_Voice_B4_008/Gender_Recognition_by_Voice_B4_008_current.json
@@ -1,5235 +1,5235 @@
 {
-    "id": "008",
-    "task_type": "B4",
-    "subtask_type": "filter",
-    "perspective": "data_holder",
-    "dataset_name": "Gender Recognition by Voice",
-    "table_path": "output/daily/classification/Gender Recognition by Voice_B4/Gender Recognition by Voice_B4_008/test.csv",
-    "query": "I'm analyzing the file I sent over to optimize our system's response to fundamental frequency. Please identify the candidates from the new data whose average fundamental frequency (meanfun) is below 0.10hz. From this subset, I want to focus on those your analysis suggests are female.",
-    "meta_info": {
-        "domain": "daily"
+  "id": "008",
+  "task_type": "B4",
+  "subtask_type": "filter",
+  "perspective": "data_holder",
+  "dataset_name": "Gender Recognition by Voice",
+  "table_path": "output/daily/classification/Gender Recognition by Voice_B4/Gender Recognition by Voice_B4_008/test.csv",
+  "query": "I'm analyzing the file I sent over to optimize our system's response to fundamental frequency. Please identify the candidates from the new data whose average fundamental frequency (meanfun) is below 0.10 kHz. From this subset, I want to focus on those your analysis suggests are female.",
+  "meta_info": {
+    "domain": "daily"
+  },
+  "final_decision": {},
+  "what_if": {},
+  "ground_truth": {
+    "extracted_features": [
+      {
+        "scenario_id": "003",
+        "features": {
+          "meanfreq": 0.164126356809541,
+          "sd": 0.0585087620617086,
+          "median": 0.179370829361296,
+          "Q25": 0.155881792183031,
+          "Q75": 0.194051477597712,
+          "IQR": 0.0381696854146807,
+          "skew": 3.70099430517561,
+          "kurt": 19.4814322814707,
+          "sp.ent": 0.900090635219714,
+          "sfm": 0.510842217994566,
+          "mode": 0.180171591992374,
+          "centroid": 0.164126356809541,
+          "meanfun": 0.175463197489037,
+          "minfun": 0.0192307692307692,
+          "maxfun": 0.275862068965517,
+          "meandom": 0.26171875,
+          "mindom": 0.0078125,
+          "maxdom": 1.71875,
+          "dfrange": 1.7109375,
+          "modindx": 0.0443190975020145,
+          "label": "female"
+        }
+      },
+      {
+        "scenario_id": "004",
+        "features": {
+          "meanfreq": 0.187024799482376,
+          "sd": 0.0514998976849298,
+          "median": 0.197861271676301,
+          "Q25": 0.179248554913295,
+          "Q75": 0.209595375722543,
+          "IQR": 0.0303468208092486,
+          "skew": 2.66701837180538,
+          "kurt": 10.0273923802356,
+          "sp.ent": 0.851371565050659,
+          "sfm": 0.295386095663724,
+          "mode": 0.206763005780347,
+          "centroid": 0.187024799482376,
+          "meanfun": 0.179153998559974,
+          "minfun": 0.0780487804878049,
+          "maxfun": 0.25,
+          "meandom": 1.53079044117647,
+          "mindom": 0.0234375,
+          "maxdom": 6.78125,
+          "dfrange": 6.7578125,
+          "modindx": 0.30621387283237,
+          "label": "female"
+        }
+      },
+      {
+        "scenario_id": "005",
+        "features": {
+          "meanfreq": 0.22130237710361,
+          "sd": 0.0381967827369383,
+          "median": 0.227956265769554,
+          "Q25": 0.193103448275862,
+          "Q75": 0.247973086627418,
+          "IQR": 0.0548696383515559,
+          "skew": 2.51942832986747,
+          "kurt": 11.3058917270375,
+          "sp.ent": 0.868742516611361,
+          "sfm": 0.172810541218443,
+          "mode": 0.231488645920942,
+          "centroid": 0.22130237710361,
+          "meanfun": 0.185144888459257,
+          "minfun": 0.0193470374848851,
+          "maxfun": 0.271186440677966,
+          "meandom": 0.643359375,
+          "mindom": 0.0078125,
+          "maxdom": 4.984375,
+          "dfrange": 4.9765625,
+          "modindx": 0.150244713269923,
+          "label": "female"
+        }
+      },
+      {
+        "scenario_id": "007",
+        "features": {
+          "meanfreq": 0.19312312085589,
+          "sd": 0.0766733358254519,
+          "median": 0.219078877713076,
+          "Q25": 0.179205929062996,
+          "Q75": 0.240127051349921,
+          "IQR": 0.0609211222869243,
+          "skew": 3.11400084048582,
+          "kurt": 21.2209235729217,
+          "sp.ent": 0.921173040264055,
+          "sfm": 0.498639178915067,
+          "mode": 0.0,
+          "centroid": 0.19312312085589,
+          "meanfun": 0.198040194501572,
+          "minfun": 0.096969696969697,
+          "maxfun": 0.271186440677966,
+          "meandom": 0.635881696428571,
+          "mindom": 0.0078125,
+          "maxdom": 3.90625,
+          "dfrange": 3.8984375,
+          "modindx": 0.153306613226453,
+          "label": "female"
+        }
+      },
+      {
+        "scenario_id": "008",
+        "features": {
+          "meanfreq": 0.191648237069946,
+          "sd": 0.0615672391771803,
+          "median": 0.199111111111111,
+          "Q25": 0.138962962962963,
+          "Q75": 0.248474074074074,
+          "IQR": 0.109511111111111,
+          "skew": 1.11069671921978,
+          "kurt": 3.29073910319525,
+          "sp.ent": 0.918317291765967,
+          "sfm": 0.439954286716686,
+          "mode": 0.261333333333333,
+          "centroid": 0.191648237069946,
+          "meanfun": 0.140013078887811,
+          "minfun": 0.0515021459227468,
+          "maxfun": 0.27906976744186,
+          "meandom": 1.22772606382979,
+          "mindom": 0.0234375,
+          "maxdom": 8.7890625,
+          "dfrange": 8.765625,
+          "modindx": 0.113879436071949,
+          "label": "male"
+        }
+      },
+      {
+        "scenario_id": "011",
+        "features": {
+          "meanfreq": 0.22159779126469,
+          "sd": 0.0275251321363699,
+          "median": 0.220677966101695,
+          "Q25": 0.210593220338983,
+          "Q75": 0.236694915254237,
+          "IQR": 0.0261016949152543,
+          "skew": 3.44930512405538,
+          "kurt": 18.0604824572378,
+          "sp.ent": 0.796496690472264,
+          "sfm": 0.12137474454527,
+          "mode": 0.219491525423729,
+          "centroid": 0.22159779126469,
+          "meanfun": 0.203195618337603,
+          "minfun": 0.0501043841336117,
+          "maxfun": 0.266666666666667,
+          "meandom": 0.66875,
+          "mindom": 0.2109375,
+          "maxdom": 4.125,
+          "dfrange": 3.9140625,
+          "modindx": 0.106897316478155,
+          "label": "female"
+        }
+      },
+      {
+        "scenario_id": "016",
+        "features": {
+          "meanfreq": 0.0998539810982611,
+          "sd": 0.0801020534390035,
+          "median": 0.0876708507670851,
+          "Q25": 0.0269456066945607,
+          "Q75": 0.167726638772664,
+          "IQR": 0.140781032078103,
+          "skew": 2.4252805609612,
+          "kurt": 11.1819614828864,
+          "sp.ent": 0.956193498131432,
+          "sfm": 0.707621895940236,
+          "mode": 0.0099581589958159,
+          "centroid": 0.0998539810982611,
+          "meanfun": 0.106525451222714,
+          "minfun": 0.015748031496063,
+          "maxfun": 0.266666666666667,
+          "meandom": 0.30570652173913,
+          "mindom": 0.0078125,
+          "maxdom": 1.640625,
+          "dfrange": 1.6328125,
+          "modindx": 0.247292873331654,
+          "label": "male"
+        }
+      },
+      {
+        "scenario_id": "017",
+        "features": {
+          "meanfreq": 0.189990799351509,
+          "sd": 0.0603243683128543,
+          "median": 0.204711907810499,
+          "Q25": 0.126555697823303,
+          "Q75": 0.239846350832266,
+          "IQR": 0.113290653008963,
+          "skew": 0.961992972644719,
+          "kurt": 3.12115465386277,
+          "sp.ent": 0.923728619661124,
+          "sfm": 0.397330615421318,
+          "mode": 0.200051216389245,
+          "centroid": 0.189990799351509,
+          "meanfun": 0.129917025068597,
+          "minfun": 0.0480961923847695,
+          "maxfun": 0.27906976744186,
+          "meandom": 1.27103365384615,
+          "mindom": 0.0234375,
+          "maxdom": 4.8984375,
+          "dfrange": 4.875,
+          "modindx": 0.0981396321070234,
+          "label": "male"
+        }
+      },
+      {
+        "scenario_id": "019",
+        "features": {
+          "meanfreq": 0.165500592682899,
+          "sd": 0.0576968130765464,
+          "median": 0.172496863237139,
+          "Q25": 0.160376411543287,
+          "Q75": 0.191468005018821,
+          "IQR": 0.0310915934755332,
+          "skew": 5.95945442600719,
+          "kurt": 50.4849183910126,
+          "sp.ent": 0.890246669066622,
+          "sfm": 0.489109871654343,
+          "mode": 0.171267252195734,
+          "centroid": 0.165500592682899,
+          "meanfun": 0.150670497734519,
+          "minfun": 0.0316455696202532,
+          "maxfun": 0.204081632653061,
+          "meandom": 0.291160300925926,
+          "mindom": 0.048828125,
+          "maxdom": 3.5107421875,
+          "dfrange": 3.4619140625,
+          "modindx": 0.0439947922317457,
+          "label": "female"
+        }
+      },
+      {
+        "scenario_id": "021",
+        "features": {
+          "meanfreq": 0.139254029373656,
+          "sd": 0.0839801143551112,
+          "median": 0.151920447482909,
+          "Q25": 0.0569049098819142,
+          "Q75": 0.212479801118707,
+          "IQR": 0.155574891236793,
+          "skew": 1.54657218208497,
+          "kurt": 5.86848351686684,
+          "sp.ent": 0.97581392335189,
+          "sfm": 0.822670654460805,
+          "mode": 0.209173399627098,
+          "centroid": 0.139254029373656,
+          "meanfun": 0.19357568038878,
+          "minfun": 0.0344827586206897,
+          "maxfun": 0.262295081967213,
+          "meandom": 0.515625,
+          "mindom": 0.0078125,
+          "maxdom": 3.921875,
+          "dfrange": 3.9140625,
+          "modindx": 0.142429426860565,
+          "label": "female"
+        }
+      },
+      {
+        "scenario_id": "024",
+        "features": {
+          "meanfreq": 0.186643053903586,
+          "sd": 0.0622854774860802,
+          "median": 0.2035318275154,
+          "Q25": 0.130513347022587,
+          "Q75": 0.238028747433265,
+          "IQR": 0.107515400410678,
+          "skew": 2.26648539810069,
+          "kurt": 10.8190562539948,
+          "sp.ent": 0.935158516939144,
+          "sfm": 0.539557152872176,
+          "mode": 0.240616016427105,
+          "centroid": 0.186643053903586,
+          "meanfun": 0.114682533003452,
+          "minfun": 0.0474777448071217,
+          "maxfun": 0.277456647398844,
+          "meandom": 0.562839673913043,
+          "mindom": 0.0234375,
+          "maxdom": 5.4609375,
+          "dfrange": 5.4375,
+          "modindx": 0.0647225215517241,
+          "label": "male"
+        }
+      },
+      {
+        "scenario_id": "025",
+        "features": {
+          "meanfreq": 0.194874522393067,
+          "sd": 0.0627168313434978,
+          "median": 0.216666666666667,
+          "Q25": 0.130952380952381,
+          "Q75": 0.254285714285714,
+          "IQR": 0.123333333333333,
+          "skew": 1.77032596644244,
+          "kurt": 5.52493155025607,
+          "sp.ent": 0.877777477503335,
+          "sfm": 0.289835322177971,
+          "mode": 0.125714285714286,
+          "centroid": 0.194874522393067,
+          "meanfun": 0.124122888410091,
+          "minfun": 0.0488301119023398,
+          "maxfun": 0.27906976744186,
+          "meandom": 1.60104166666667,
+          "mindom": 0.0234375,
+          "maxdom": 9.421875,
+          "dfrange": 9.3984375,
+          "modindx": 0.102974271637978,
+          "label": "male"
+        }
+      },
+      {
+        "scenario_id": "028",
+        "features": {
+          "meanfreq": 0.210423883672401,
+          "sd": 0.0436864186773793,
+          "median": 0.213047433398311,
+          "Q25": 0.190669265756985,
+          "Q75": 0.240155945419103,
+          "IQR": 0.0494866796621182,
+          "skew": 1.75132496752456,
+          "kurt": 6.00735155182645,
+          "sp.ent": 0.894808397890061,
+          "sfm": 0.22951832846605,
+          "mode": 0.236335282651072,
+          "centroid": 0.210423883672401,
+          "meanfun": 0.148035868816499,
+          "minfun": 0.0199750312109863,
+          "maxfun": 0.266666666666667,
+          "meandom": 0.231971153846154,
+          "mindom": 0.109375,
+          "maxdom": 0.359375,
+          "dfrange": 0.25,
+          "modindx": 0.170138888888889,
+          "label": "female"
+        }
+      },
+      {
+        "scenario_id": "030",
+        "features": {
+          "meanfreq": 0.216632076107406,
+          "sd": 0.0420329969551852,
+          "median": 0.217922480620155,
+          "Q25": 0.207937984496124,
+          "Q75": 0.235720930232558,
+          "IQR": 0.0277829457364341,
+          "skew": 3.0926309339172,
+          "kurt": 14.1563759759972,
+          "sp.ent": 0.839022631061145,
+          "sfm": 0.237665701857669,
+          "mode": 0.212279069767442,
+          "centroid": 0.216632076107406,
+          "meanfun": 0.161336715931297,
+          "minfun": 0.0494335736354274,
+          "maxfun": 0.277456647398844,
+          "meandom": 1.37890625,
+          "mindom": 0.0234375,
+          "maxdom": 8.953125,
+          "dfrange": 8.9296875,
+          "modindx": 0.1091028394178,
+          "label": "female"
+        }
+      },
+      {
+        "scenario_id": "031",
+        "features": {
+          "meanfreq": 0.166508275187776,
+          "sd": 0.0725477688323719,
+          "median": 0.152969825304394,
+          "Q25": 0.126437268395977,
+          "Q75": 0.242053996823716,
+          "IQR": 0.11561672842774,
+          "skew": 2.26305798654698,
+          "kurt": 9.62168121557082,
+          "sp.ent": 0.948443180690247,
+          "sfm": 0.651537206647392,
+          "mode": 0.28,
+          "centroid": 0.166508275187776,
+          "meanfun": 0.111285548238615,
+          "minfun": 0.0168243953732913,
+          "maxfun": 0.231884057971014,
+          "meandom": 0.4794921875,
+          "mindom": 0.0078125,
+          "maxdom": 6.859375,
+          "dfrange": 6.8515625,
+          "modindx": 0.0700054011882614,
+          "label": "male"
+        }
+      },
+      {
+        "scenario_id": "032",
+        "features": {
+          "meanfreq": 0.168794368168998,
+          "sd": 0.0858424332605394,
+          "median": 0.188979980934223,
+          "Q25": 0.0955576739752145,
+          "Q75": 0.240228789323165,
+          "IQR": 0.14467111534795,
+          "skew": 1.46224794281734,
+          "kurt": 5.07795572599166,
+          "sp.ent": 0.956201163299975,
+          "sfm": 0.706861396296477,
+          "mode": 0.184442326024785,
+          "centroid": 0.168794368168998,
+          "meanfun": 0.182863350494978,
+          "minfun": 0.0206985769728331,
+          "maxfun": 0.271186440677966,
+          "meandom": 0.98828125,
+          "mindom": 0.0078125,
+          "maxdom": 5.8828125,
+          "dfrange": 5.875,
+          "modindx": 0.268617021276596,
+          "label": "female"
+        }
+      },
+      {
+        "scenario_id": "036",
+        "features": {
+          "meanfreq": 0.152197551461571,
+          "sd": 0.0827515572700291,
+          "median": 0.192843137254902,
+          "Q25": 0.0661111111111111,
+          "Q75": 0.215718954248366,
+          "IQR": 0.149607843137255,
+          "skew": 2.66057945417584,
+          "kurt": 12.0619001555174,
+          "sp.ent": 0.943341063729153,
+          "sfm": 0.651973134729303,
+          "mode": 0.215718954248366,
+          "centroid": 0.152197551461571,
+          "meanfun": 0.190461368739747,
+          "minfun": 0.0184544405997693,
+          "maxfun": 0.242424242424242,
+          "meandom": 0.859375,
+          "mindom": 0.0078125,
+          "maxdom": 3.265625,
+          "dfrange": 3.2578125,
+          "modindx": 0.197489067569474,
+          "label": "female"
+        }
+      },
+      {
+        "scenario_id": "040",
+        "features": {
+          "meanfreq": 0.191005065009508,
+          "sd": 0.0513533009172541,
+          "median": 0.173931777378815,
+          "Q25": 0.153824057450628,
+          "Q75": 0.244811490125673,
+          "IQR": 0.0909874326750449,
+          "skew": 1.50823421485871,
+          "kurt": 5.01048573155607,
+          "sp.ent": 0.890634444742302,
+          "sfm": 0.270410217632827,
+          "mode": 0.157342908438061,
+          "centroid": 0.191005065009508,
+          "meanfun": 0.13855053146621,
+          "minfun": 0.0475718533201189,
+          "maxfun": 0.274285714285714,
+          "meandom": 1.38166920731707,
+          "mindom": 0.1875,
+          "maxdom": 8.859375,
+          "dfrange": 8.671875,
+          "modindx": 0.139085239085239,
+          "label": "male"
+        }
+      },
+      {
+        "scenario_id": "044",
+        "features": {
+          "meanfreq": 0.228816471394551,
+          "sd": 0.0661094555920331,
+          "median": 0.252447434819176,
+          "Q25": 0.229604709840202,
+          "Q75": 0.265634987384357,
+          "IQR": 0.0360302775441547,
+          "skew": 2.90476511907298,
+          "kurt": 12.6835618960872,
+          "sp.ent": 0.854413293716245,
+          "sfm": 0.307971307914373,
+          "mode": 0.264457527333894,
+          "centroid": 0.228816471394551,
+          "meanfun": 0.196494093097882,
+          "minfun": 0.0211360634081902,
+          "maxfun": 0.275862068965517,
+          "meandom": 0.456845238095238,
+          "mindom": 0.0078125,
+          "maxdom": 2.0625,
+          "dfrange": 2.0546875,
+          "modindx": 0.169835234474018,
+          "label": "female"
+        }
+      },
+      {
+        "scenario_id": "047",
+        "features": {
+          "meanfreq": 0.189133269847628,
+          "sd": 0.0677758926917972,
+          "median": 0.205988023952096,
+          "Q25": 0.178443113772455,
+          "Q75": 0.234251497005988,
+          "IQR": 0.0558083832335329,
+          "skew": 3.26241067173923,
+          "kurt": 21.9655796931412,
+          "sp.ent": 0.909747127706589,
+          "sfm": 0.479467069878271,
+          "mode": 0.050059880239521,
+          "centroid": 0.189133269847628,
+          "meanfun": 0.171696223404038,
+          "minfun": 0.0173724212812161,
+          "maxfun": 0.275862068965517,
+          "meandom": 0.181884765625,
+          "mindom": 0.0234375,
+          "maxdom": 0.625,
+          "dfrange": 0.6015625,
+          "modindx": 0.281524926686217,
+          "label": "female"
+        }
+      },
+      {
+        "scenario_id": "049",
+        "features": {
+          "meanfreq": 0.138468276741923,
+          "sd": 0.0858475695523178,
+          "median": 0.134288864388093,
+          "Q25": 0.0682249173098126,
+          "Q75": 0.222116868798236,
+          "IQR": 0.153891951488423,
+          "skew": 27.284093182345,
+          "kurt": 910.944400881394,
+          "sp.ent": 0.937911685581928,
+          "sfm": 0.66525148803403,
+          "mode": 0.0,
+          "centroid": 0.138468276741923,
+          "meanfun": 0.105228296463273,
+          "minfun": 0.0165118679050568,
+          "maxfun": 0.275862068965517,
+          "meandom": 0.01671875,
+          "mindom": 0.0078125,
+          "maxdom": 0.4375,
+          "dfrange": 0.4296875,
+          "modindx": 0.0423005565862709,
+          "label": "male"
+        }
+      },
+      {
+        "scenario_id": "053",
+        "features": {
+          "meanfreq": 0.181036339268763,
+          "sd": 0.0593245027842088,
+          "median": 0.189328859060403,
+          "Q25": 0.132953020134228,
+          "Q75": 0.22503355704698,
+          "IQR": 0.0920805369127517,
+          "skew": 0.981244472402088,
+          "kurt": 3.38793653238609,
+          "sp.ent": 0.935145815367085,
+          "sfm": 0.501281601674747,
+          "mode": 0.205302013422819,
+          "centroid": 0.181036339268763,
+          "meanfun": 0.112473352449598,
+          "minfun": 0.0469667318982388,
+          "maxfun": 0.274285714285714,
+          "meandom": 1.072265625,
+          "mindom": 0.0234375,
+          "maxdom": 5.71875,
+          "dfrange": 5.6953125,
+          "modindx": 0.133215755437978,
+          "label": "male"
+        }
+      },
+      {
+        "scenario_id": "054",
+        "features": {
+          "meanfreq": 0.195171422064629,
+          "sd": 0.0637804155703353,
+          "median": 0.223468834688347,
+          "Q25": 0.137344173441734,
+          "Q75": 0.249268292682927,
+          "IQR": 0.111924119241192,
+          "skew": 1.35017459711621,
+          "kurt": 4.08013847500776,
+          "sp.ent": 0.916565860560074,
+          "sfm": 0.455478933181023,
+          "mode": 0.233712737127371,
+          "centroid": 0.195171422064629,
+          "meanfun": 0.124391976694222,
+          "minfun": 0.047952047952048,
+          "maxfun": 0.27906976744186,
+          "meandom": 1.02272727272727,
+          "mindom": 0.0234375,
+          "maxdom": 5.90625,
+          "dfrange": 5.8828125,
+          "modindx": 0.126059863111656,
+          "label": "male"
+        }
+      },
+      {
+        "scenario_id": "055",
+        "features": {
+          "meanfreq": 0.17228601785684,
+          "sd": 0.0628727305987774,
+          "median": 0.19148982957669,
+          "Q25": 0.158086860912589,
+          "Q75": 0.209807586586036,
+          "IQR": 0.051720725673447,
+          "skew": 3.13438332714256,
+          "kurt": 14.2621542619823,
+          "sp.ent": 0.920398749080456,
+          "sfm": 0.574005405444382,
+          "mode": 0.206575041231446,
+          "centroid": 0.17228601785684,
+          "meanfun": 0.157403455518215,
+          "minfun": 0.0233576642335766,
+          "maxfun": 0.271186440677966,
+          "meandom": 0.276241987179487,
+          "mindom": 0.0078125,
+          "maxdom": 3.8828125,
+          "dfrange": 3.875,
+          "modindx": 0.0387968613775065,
+          "label": "female"
+        }
+      },
+      {
+        "scenario_id": "061",
+        "features": {
+          "meanfreq": 0.168163037839584,
+          "sd": 0.0476991303449786,
+          "median": 0.171259968102073,
+          "Q25": 0.15585326953748,
+          "Q75": 0.188006379585327,
+          "IQR": 0.0321531100478469,
+          "skew": 3.18580125981531,
+          "kurt": 15.4643454212354,
+          "sp.ent": 0.874367109650402,
+          "sfm": 0.377036481185203,
+          "mode": 0.15585326953748,
+          "centroid": 0.168163037839584,
+          "meanfun": 0.169211770627421,
+          "minfun": 0.0695652173913043,
+          "maxfun": 0.275862068965517,
+          "meandom": 0.356060606060606,
+          "mindom": 0.0078125,
+          "maxdom": 4.484375,
+          "dfrange": 4.4765625,
+          "modindx": 0.0827334205933682,
+          "label": "female"
+        }
+      },
+      {
+        "scenario_id": "068",
+        "features": {
+          "meanfreq": 0.225668322236722,
+          "sd": 0.0339658210131553,
+          "median": 0.233194029850746,
+          "Q25": 0.204776119402985,
+          "Q75": 0.24865671641791,
+          "IQR": 0.0438805970149254,
+          "skew": 2.04677783911805,
+          "kurt": 7.16901857466507,
+          "sp.ent": 0.843486616379637,
+          "sfm": 0.18246740871777,
+          "mode": 0.233194029850746,
+          "centroid": 0.225668322236722,
+          "meanfun": 0.175208556735124,
+          "minfun": 0.0475718533201189,
+          "maxfun": 0.274285714285714,
+          "meandom": 1.41222426470588,
+          "mindom": 0.0234375,
+          "maxdom": 17.625,
+          "dfrange": 17.6015625,
+          "modindx": 0.0898801597869507,
+          "label": "female"
+        }
+      },
+      {
+        "scenario_id": "072",
+        "features": {
+          "meanfreq": 0.202860505512182,
+          "sd": 0.0400717376456234,
+          "median": 0.210312699425654,
+          "Q25": 0.197268666241225,
+          "Q75": 0.22085513720485,
+          "IQR": 0.0235864709636247,
+          "skew": 3.16142549248277,
+          "kurt": 13.6502522151413,
+          "sp.ent": 0.829153359612488,
+          "sfm": 0.24279692321002,
+          "mode": 0.196553924696873,
+          "centroid": 0.202860505512182,
+          "meanfun": 0.203805874082818,
+          "minfun": 0.0826446280991736,
+          "maxfun": 0.24390243902439,
+          "meandom": 0.501302083333333,
+          "mindom": 0.0048828125,
+          "maxdom": 1.4208984375,
+          "dfrange": 1.416015625,
+          "modindx": 0.375464190981432,
+          "label": "female"
+        }
+      },
+      {
+        "scenario_id": "075",
+        "features": {
+          "meanfreq": 0.194187618217875,
+          "sd": 0.0351087885035819,
+          "median": 0.196923076923077,
+          "Q25": 0.176153846153846,
+          "Q75": 0.209615384615385,
+          "IQR": 0.0334615384615385,
+          "skew": 2.97611234027092,
+          "kurt": 13.2992635730549,
+          "sp.ent": 0.850313019919952,
+          "sfm": 0.26314353116723,
+          "mode": 0.204230769230769,
+          "centroid": 0.194187618217875,
+          "meanfun": 0.179227904805656,
+          "minfun": 0.0475247524752475,
+          "maxfun": 0.27906976744186,
+          "meandom": 1.61320754716981,
+          "mindom": 0.0234375,
+          "maxdom": 8.53125,
+          "dfrange": 8.5078125,
+          "modindx": 0.0565019396188227,
+          "label": "female"
+        }
+      },
+      {
+        "scenario_id": "076",
+        "features": {
+          "meanfreq": 0.201080788502546,
+          "sd": 0.0593033279061618,
+          "median": 0.220290791599354,
+          "Q25": 0.136607431340872,
+          "Q75": 0.257382875605816,
+          "IQR": 0.120775444264943,
+          "skew": 2.01663794470258,
+          "kurt": 7.43704646105539,
+          "sp.ent": 0.890206162546051,
+          "sfm": 0.270385354258682,
+          "mode": 0.259644588045234,
+          "centroid": 0.201080788502546,
+          "meanfun": 0.125249458980866,
+          "minfun": 0.0471976401179941,
+          "maxfun": 0.263736263736264,
+          "meandom": 0.463955965909091,
+          "mindom": 0.0234375,
+          "maxdom": 2.671875,
+          "dfrange": 2.6484375,
+          "modindx": 0.070353982300885,
+          "label": "male"
+        }
+      },
+      {
+        "scenario_id": "077",
+        "features": {
+          "meanfreq": 0.154071438880287,
+          "sd": 0.0613588278686986,
+          "median": 0.171242937853107,
+          "Q25": 0.147514124293785,
+          "Q75": 0.189435028248588,
+          "IQR": 0.0419209039548022,
+          "skew": 2.61445217750401,
+          "kurt": 10.0709994411921,
+          "sp.ent": 0.896255184935014,
+          "sfm": 0.505113350462097,
+          "mode": 0.188248587570621,
+          "centroid": 0.154071438880287,
+          "meanfun": 0.166609961723508,
+          "minfun": 0.043956043956044,
+          "maxfun": 0.231884057971014,
+          "meandom": 0.56640625,
+          "mindom": 0.015625,
+          "maxdom": 6.2265625,
+          "dfrange": 6.2109375,
+          "modindx": 0.0839067702552719,
+          "label": "female"
+        }
+      },
+      {
+        "scenario_id": "078",
+        "features": {
+          "meanfreq": 0.235183451969049,
+          "sd": 0.0363350235336348,
+          "median": 0.24,
+          "Q25": 0.225794392523364,
+          "Q75": 0.256448598130841,
+          "IQR": 0.0306542056074766,
+          "skew": 2.37205798772952,
+          "kurt": 8.52931826621172,
+          "sp.ent": 0.82215736294184,
+          "sfm": 0.190324417416337,
+          "mode": 0.238130841121495,
+          "centroid": 0.235183451969049,
+          "meanfun": 0.181767480921538,
+          "minfun": 0.0470127326150832,
+          "maxfun": 0.275862068965517,
+          "meandom": 1.35274174528302,
+          "mindom": 0.234375,
+          "maxdom": 6.2109375,
+          "dfrange": 5.9765625,
+          "modindx": 0.114624183006536,
+          "label": "female"
+        }
+      },
+      {
+        "scenario_id": "081",
+        "features": {
+          "meanfreq": 0.210378654440517,
+          "sd": 0.044542219558315,
+          "median": 0.207963246554364,
+          "Q25": 0.18781010719755,
+          "Q75": 0.247840735068913,
+          "IQR": 0.0600306278713629,
+          "skew": 2.09208640464715,
+          "kurt": 8.04721021759818,
+          "sp.ent": 0.88020079496179,
+          "sfm": 0.311898398958811,
+          "mode": 0.18781010719755,
+          "centroid": 0.210378654440517,
+          "meanfun": 0.158241621768681,
+          "minfun": 0.0470127326150832,
+          "maxfun": 0.274285714285714,
+          "meandom": 1.3359375,
+          "mindom": 0.0234375,
+          "maxdom": 8.7890625,
+          "dfrange": 8.765625,
+          "modindx": 0.0892008318478907,
+          "label": "female"
+        }
+      },
+      {
+        "scenario_id": "083",
+        "features": {
+          "meanfreq": 0.184828522315123,
+          "sd": 0.0368782723139142,
+          "median": 0.180816326530612,
+          "Q25": 0.164489795918367,
+          "Q75": 0.202448979591837,
+          "IQR": 0.0379591836734694,
+          "skew": 3.06109458854977,
+          "kurt": 14.827440762771,
+          "sp.ent": 0.8545762674629,
+          "sfm": 0.275261367064512,
+          "mode": 0.166122448979592,
+          "centroid": 0.184828522315123,
+          "meanfun": 0.172435330472627,
+          "minfun": 0.0484359233097881,
+          "maxfun": 0.275862068965517,
+          "meandom": 0.708864795918367,
+          "mindom": 0.0234375,
+          "maxdom": 5.71875,
+          "dfrange": 5.6953125,
+          "modindx": 0.0760381593714927,
+          "label": "female"
+        }
+      },
+      {
+        "scenario_id": "089",
+        "features": {
+          "meanfreq": 0.0934023088378013,
+          "sd": 0.0706121335873684,
+          "median": 0.0681699346405229,
+          "Q25": 0.0329411764705882,
+          "Q75": 0.157843137254902,
+          "IQR": 0.124901960784314,
+          "skew": 1.80811279709302,
+          "kurt": 7.52236060413309,
+          "sp.ent": 0.94540846220367,
+          "sfm": 0.632646768487425,
+          "mode": 0.0210457516339869,
+          "centroid": 0.0934023088378013,
+          "meanfun": 0.160136683956818,
+          "minfun": 0.0238805970149254,
+          "maxfun": 0.266666666666667,
+          "meandom": 0.240056818181818,
+          "mindom": 0.0078125,
+          "maxdom": 0.5859375,
+          "dfrange": 0.578125,
+          "modindx": 0.438223938223938,
+          "label": "female"
+        }
+      },
+      {
+        "scenario_id": "092",
+        "features": {
+          "meanfreq": 0.178491210869847,
+          "sd": 0.0551653790966927,
+          "median": 0.193881578947368,
+          "Q25": 0.132171052631579,
+          "Q75": 0.211842105263158,
+          "IQR": 0.079671052631579,
+          "skew": 2.57184028408736,
+          "kurt": 12.2328310928566,
+          "sp.ent": 0.911291538930057,
+          "sfm": 0.432742048216034,
+          "mode": 0.198486842105263,
+          "centroid": 0.178491210869847,
+          "meanfun": 0.125876413514337,
+          "minfun": 0.0470127326150832,
+          "maxfun": 0.27906976744186,
+          "meandom": 1.0672637195122,
+          "mindom": 0.0234375,
+          "maxdom": 6.796875,
+          "dfrange": 6.7734375,
+          "modindx": 0.116057233704293,
+          "label": "male"
+        }
+      },
+      {
+        "scenario_id": "094",
+        "features": {
+          "meanfreq": 0.194774015090105,
+          "sd": 0.0302659435503791,
+          "median": 0.190627306273063,
+          "Q25": 0.175387453874539,
+          "Q75": 0.209483394833948,
+          "IQR": 0.0340959409594096,
+          "skew": 2.79784378643391,
+          "kurt": 11.2590502996126,
+          "sp.ent": 0.838213294977376,
+          "sfm": 0.129737752221074,
+          "mode": 0.175129151291513,
+          "centroid": 0.194774015090105,
+          "meanfun": 0.145136114259765,
+          "minfun": 0.0164778578784758,
+          "maxfun": 0.275862068965517,
+          "meandom": 1.4890625,
+          "mindom": 0.1796875,
+          "maxdom": 6.9765625,
+          "dfrange": 6.796875,
+          "modindx": 0.283908045977011,
+          "label": "female"
+        }
+      },
+      {
+        "scenario_id": "095",
+        "features": {
+          "meanfreq": 0.199317113812423,
+          "sd": 0.040592706598331,
+          "median": 0.202853628536285,
+          "Q25": 0.190110701107011,
+          "Q75": 0.219212792127921,
+          "IQR": 0.0291020910209102,
+          "skew": 2.7432555042877,
+          "kurt": 10.895849132393,
+          "sp.ent": 0.857502002568237,
+          "sfm": 0.282200523153478,
+          "mode": 0.190110701107011,
+          "centroid": 0.199317113812423,
+          "meanfun": 0.191390613727156,
+          "minfun": 0.0925925925925926,
+          "maxfun": 0.232558139534884,
+          "meandom": 0.4609375,
+          "mindom": 0.1953125,
+          "maxdom": 0.80078125,
+          "dfrange": 0.60546875,
+          "modindx": 0.741935483870968,
+          "label": "female"
+        }
+      },
+      {
+        "scenario_id": "097",
+        "features": {
+          "meanfreq": 0.157614967322428,
+          "sd": 0.0581505556552607,
+          "median": 0.165837837837838,
+          "Q25": 0.102702702702703,
+          "Q75": 0.204108108108108,
+          "IQR": 0.101405405405405,
+          "skew": 3.10622443051456,
+          "kurt": 15.6211748454237,
+          "sp.ent": 0.90915269257565,
+          "sfm": 0.448449670147932,
+          "mode": 0.100324324324324,
+          "centroid": 0.157614967322428,
+          "meanfun": 0.103799480099905,
+          "minfun": 0.0354609929078014,
+          "maxfun": 0.277777777777778,
+          "meandom": 0.658069957386364,
+          "mindom": 0.048828125,
+          "maxdom": 3.7548828125,
+          "dfrange": 3.7060546875,
+          "modindx": 0.202961289917812,
+          "label": "male"
+        }
+      },
+      {
+        "scenario_id": "098",
+        "features": {
+          "meanfreq": 0.236497670412975,
+          "sd": 0.0331276713156146,
+          "median": 0.24156862745098,
+          "Q25": 0.22281045751634,
+          "Q75": 0.258039215686274,
+          "IQR": 0.0352287581699346,
+          "skew": 2.13943567678021,
+          "kurt": 7.06670871216808,
+          "sp.ent": 0.819932966472741,
+          "sfm": 0.152012197232786,
+          "mode": 0.252549019607843,
+          "centroid": 0.236497670412975,
+          "meanfun": 0.182796409307381,
+          "minfun": 0.0476663356504469,
+          "maxfun": 0.27906976744186,
+          "meandom": 1.14717060810811,
+          "mindom": 0.0234375,
+          "maxdom": 8.203125,
+          "dfrange": 8.1796875,
+          "modindx": 0.110011287661717,
+          "label": "female"
+        }
+      },
+      {
+        "scenario_id": "099",
+        "features": {
+          "meanfreq": 0.184568152682171,
+          "sd": 0.0348245275986204,
+          "median": 0.183302325581395,
+          "Q25": 0.172883720930233,
+          "Q75": 0.201209302325581,
+          "IQR": 0.0283255813953488,
+          "skew": 3.14053702299215,
+          "kurt": 13.5954323975778,
+          "sp.ent": 0.824721770951271,
+          "sfm": 0.247160090493314,
+          "mode": 0.174186046511628,
+          "centroid": 0.184568152682171,
+          "meanfun": 0.161185465631379,
+          "minfun": 0.0345572354211663,
+          "maxfun": 0.207792207792208,
+          "meandom": 0.961681547619048,
+          "mindom": 0.078125,
+          "maxdom": 6.6484375,
+          "dfrange": 6.5703125,
+          "modindx": 0.250178359096314,
+          "label": "female"
+        }
+      },
+      {
+        "scenario_id": "103",
+        "features": {
+          "meanfreq": 0.18933411504211,
+          "sd": 0.042641204085931,
+          "median": 0.193545816733068,
+          "Q25": 0.185737051792829,
+          "Q75": 0.202470119521912,
+          "IQR": 0.0167330677290837,
+          "skew": 4.31606187339706,
+          "kurt": 24.3345195266774,
+          "sp.ent": 0.83106980982271,
+          "sfm": 0.289889800328753,
+          "mode": 0.195219123505976,
+          "centroid": 0.18933411504211,
+          "meanfun": 0.190996322922555,
+          "minfun": 0.0952380952380952,
+          "maxfun": 0.277777777777778,
+          "meandom": 0.476392663043478,
+          "mindom": 0.1953125,
+          "maxdom": 0.7861328125,
+          "dfrange": 0.5908203125,
+          "modindx": 0.857764245324054,
+          "label": "female"
+        }
+      },
+      {
+        "scenario_id": "104",
+        "features": {
+          "meanfreq": 0.229655582822513,
+          "sd": 0.0414934780090592,
+          "median": 0.239626168224299,
+          "Q25": 0.201495327102804,
+          "Q75": 0.263551401869159,
+          "IQR": 0.0620560747663552,
+          "skew": 2.32263782948408,
+          "kurt": 9.943457623882,
+          "sp.ent": 0.860795691443984,
+          "sfm": 0.227796324886739,
+          "mode": 0.264672897196262,
+          "centroid": 0.229655582822513,
+          "meanfun": 0.177046977487979,
+          "minfun": 0.0577617328519856,
+          "maxfun": 0.27906976744186,
+          "meandom": 1.30640625,
+          "mindom": 0.0234375,
+          "maxdom": 6.4921875,
+          "dfrange": 6.46875,
+          "modindx": 0.125038544557508,
+          "label": "female"
+        }
+      },
+      {
+        "scenario_id": "105",
+        "features": {
+          "meanfreq": 0.20881530082504,
+          "sd": 0.0389788145737538,
+          "median": 0.209896296296296,
+          "Q25": 0.194133333333333,
+          "Q75": 0.226903703703704,
+          "IQR": 0.0327703703703704,
+          "skew": 2.65404977228559,
+          "kurt": 10.4403728668703,
+          "sp.ent": 0.859345727896137,
+          "sfm": 0.268131377959219,
+          "mode": 0.197451851851852,
+          "centroid": 0.20881530082504,
+          "meanfun": 0.166116976637091,
+          "minfun": 0.0476190476190476,
+          "maxfun": 0.272727272727273,
+          "meandom": 1.25071022727273,
+          "mindom": 0.0234375,
+          "maxdom": 8.859375,
+          "dfrange": 8.8359375,
+          "modindx": 0.12138768672344,
+          "label": "female"
+        }
+      },
+      {
+        "scenario_id": "106",
+        "features": {
+          "meanfreq": 0.0994244101427409,
+          "sd": 0.0714716194808831,
+          "median": 0.0841628959276018,
+          "Q25": 0.0421719457013575,
+          "Q75": 0.135022624434389,
+          "IQR": 0.0928506787330317,
+          "skew": 1.94817993118993,
+          "kurt": 12.9577900112249,
+          "sp.ent": 0.954684293887517,
+          "sfm": 0.670204595203808,
+          "mode": 0.0,
+          "centroid": 0.0994244101427409,
+          "meanfun": 0.105464546025693,
+          "minfun": 0.018018018018018,
+          "maxfun": 0.266666666666667,
+          "meandom": 0.0661892361111111,
+          "mindom": 0.0078125,
+          "maxdom": 0.515625,
+          "dfrange": 0.5078125,
+          "modindx": 0.118881118881119,
+          "label": "male"
+        }
+      },
+      {
+        "scenario_id": "107",
+        "features": {
+          "meanfreq": 0.181565201555973,
+          "sd": 0.0379591507296287,
+          "median": 0.175561497326203,
+          "Q25": 0.165454545454545,
+          "Q75": 0.198395721925134,
+          "IQR": 0.0329411764705882,
+          "skew": 2.97510044465568,
+          "kurt": 12.867534827086,
+          "sp.ent": 0.853810091045273,
+          "sfm": 0.295184402745791,
+          "mode": 0.171069518716578,
+          "centroid": 0.181565201555973,
+          "meanfun": 0.164492857734515,
+          "minfun": 0.0215633423180593,
+          "maxfun": 0.213333333333333,
+          "meandom": 0.543174342105263,
+          "mindom": 0.1640625,
+          "maxdom": 6.9296875,
+          "dfrange": 6.765625,
+          "modindx": 0.111367718758019,
+          "label": "female"
+        }
+      },
+      {
+        "scenario_id": "108",
+        "features": {
+          "meanfreq": 0.176745787087471,
+          "sd": 0.0662806937326515,
+          "median": 0.188940677966102,
+          "Q25": 0.161652542372881,
+          "Q75": 0.218601694915254,
+          "IQR": 0.0569491525423729,
+          "skew": 2.46630192782567,
+          "kurt": 9.93477999768727,
+          "sp.ent": 0.92689189666378,
+          "sfm": 0.584856267297176,
+          "mode": 0.185084745762712,
+          "centroid": 0.176745787087471,
+          "meanfun": 0.17778247039404,
+          "minfun": 0.0176795580110497,
+          "maxfun": 0.275862068965517,
+          "meandom": 0.797475961538462,
+          "mindom": 0.1875,
+          "maxdom": 5.375,
+          "dfrange": 5.1875,
+          "modindx": 0.173820281124498,
+          "label": "female"
+        }
+      },
+      {
+        "scenario_id": "109",
+        "features": {
+          "meanfreq": 0.193588997357512,
+          "sd": 0.0523506508413738,
+          "median": 0.201535947712418,
+          "Q25": 0.163790849673203,
+          "Q75": 0.23562091503268,
+          "IQR": 0.0718300653594771,
+          "skew": 5.41771276289735,
+          "kurt": 66.0911654025609,
+          "sp.ent": 0.909692502978078,
+          "sfm": 0.295222308240894,
+          "mode": 0.0901307189542484,
+          "centroid": 0.193588997357512,
+          "meanfun": 0.0815047321003695,
+          "minfun": 0.0161453077699294,
+          "maxfun": 0.262295081967213,
+          "meandom": 0.256893382352941,
+          "mindom": 0.0078125,
+          "maxdom": 3.2421875,
+          "dfrange": 3.234375,
+          "modindx": 0.0817596252378861,
+          "label": "male"
+        }
+      },
+      {
+        "scenario_id": "115",
+        "features": {
+          "meanfreq": 0.100905502373324,
+          "sd": 0.0805077394279622,
+          "median": 0.0982456140350877,
+          "Q25": 0.0292007797270955,
+          "Q75": 0.176842105263158,
+          "IQR": 0.147641325536062,
+          "skew": 22.6493837840808,
+          "kurt": 592.563381275994,
+          "sp.ent": 0.908473065582301,
+          "sfm": 0.617015328600627,
+          "mode": 0.0,
+          "centroid": 0.100905502373324,
+          "meanfun": 0.0815745824314883,
+          "minfun": 0.0176017601760176,
+          "maxfun": 0.275862068965517,
+          "meandom": 0.0078125,
+          "mindom": 0.0078125,
+          "maxdom": 0.0078125,
+          "dfrange": 0.0,
+          "modindx": 0.0,
+          "label": "male"
+        }
+      },
+      {
+        "scenario_id": "118",
+        "features": {
+          "meanfreq": 0.197922300160081,
+          "sd": 0.0425744873290185,
+          "median": 0.196526772793054,
+          "Q25": 0.166541244573082,
+          "Q75": 0.235021707670043,
+          "IQR": 0.0684804630969609,
+          "skew": 0.994004693888631,
+          "kurt": 2.88087100075407,
+          "sp.ent": 0.899214572837321,
+          "sfm": 0.295973588257758,
+          "mode": 0.195311143270622,
+          "centroid": 0.197922300160081,
+          "meanfun": 0.156970523646417,
+          "minfun": 0.0471976401179941,
+          "maxfun": 0.277456647398844,
+          "meandom": 0.8974609375,
+          "mindom": 0.0234375,
+          "maxdom": 4.078125,
+          "dfrange": 4.0546875,
+          "modindx": 0.131820104328211,
+          "label": "female"
+        }
+      },
+      {
+        "scenario_id": "120",
+        "features": {
+          "meanfreq": 0.111692075989485,
+          "sd": 0.0797445227076995,
+          "median": 0.104220183486239,
+          "Q25": 0.0392660550458716,
+          "Q75": 0.154862385321101,
+          "IQR": 0.115596330275229,
+          "skew": 0.985696261839665,
+          "kurt": 3.81685607974441,
+          "sp.ent": 0.968797285746685,
+          "sfm": 0.781833952696241,
+          "mode": 0.0088073394495412,
+          "centroid": 0.111692075989485,
+          "meanfun": 0.124566869100242,
+          "minfun": 0.0168421052631579,
+          "maxfun": 0.253968253968254,
+          "meandom": 0.101102941176471,
+          "mindom": 0.0078125,
+          "maxdom": 0.3125,
+          "dfrange": 0.3046875,
+          "modindx": 0.291666666666667,
+          "label": "male"
+        }
+      },
+      {
+        "scenario_id": "122",
+        "features": {
+          "meanfreq": 0.180373734287795,
+          "sd": 0.0651841637287949,
+          "median": 0.190067264573991,
+          "Q25": 0.143295964125561,
+          "Q75": 0.226793721973094,
+          "IQR": 0.0834977578475336,
+          "skew": 2.98436227790936,
+          "kurt": 29.1728817545285,
+          "sp.ent": 0.93822053779364,
+          "sfm": 0.543523469915466,
+          "mode": 0.0,
+          "centroid": 0.180373734287795,
+          "meanfun": 0.169398033517666,
+          "minfun": 0.0173724212812161,
+          "maxfun": 0.275862068965517,
+          "meandom": 0.10499237804878,
+          "mindom": 0.0078125,
+          "maxdom": 0.6015625,
+          "dfrange": 0.59375,
+          "modindx": 0.143609022556391,
+          "label": "female"
+        }
+      },
+      {
+        "scenario_id": "124",
+        "features": {
+          "meanfreq": 0.185940217120899,
+          "sd": 0.0428082913861915,
+          "median": 0.193637621023513,
+          "Q25": 0.183762102351314,
+          "Q75": 0.20448132780083,
+          "IQR": 0.0207192254495159,
+          "skew": 3.66070593070317,
+          "kurt": 17.4199385871917,
+          "sp.ent": 0.830836800047803,
+          "sfm": 0.289265003830929,
+          "mode": 0.200414937759336,
+          "centroid": 0.185940217120899,
+          "meanfun": 0.191010456396889,
+          "minfun": 0.0427350427350427,
+          "maxfun": 0.27027027027027,
+          "meandom": 0.330810546875,
+          "mindom": 0.185546875,
+          "maxdom": 0.771484375,
+          "dfrange": 0.5859375,
+          "modindx": 0.399621212121212,
+          "label": "female"
+        }
+      },
+      {
+        "scenario_id": "125",
+        "features": {
+          "meanfreq": 0.0596454867381567,
+          "sd": 0.0728365426218379,
+          "median": 0.0269946808510638,
+          "Q25": 0.008377659574468,
+          "Q75": 0.0759574468085106,
+          "IQR": 0.0675797872340426,
+          "skew": 5.63891411698481,
+          "kurt": 43.9541470985934,
+          "sp.ent": 0.872789101029896,
+          "sfm": 0.418733127770042,
+          "mode": 0.0013031914893617,
+          "centroid": 0.0596454867381567,
+          "meanfun": 0.104004298311334,
+          "minfun": 0.0157790927021696,
+          "maxfun": 0.266666666666667,
+          "meandom": 0.246760670731707,
+          "mindom": 0.0078125,
+          "maxdom": 5.0703125,
+          "dfrange": 5.0625,
+          "modindx": 0.0874228395061728,
+          "label": "male"
+        }
+      },
+      {
+        "scenario_id": "126",
+        "features": {
+          "meanfreq": 0.18018551478422,
+          "sd": 0.046691835863527,
+          "median": 0.177438951756998,
+          "Q25": 0.1639309112567,
+          "Q75": 0.204621798689696,
+          "IQR": 0.0406908874329958,
+          "skew": 2.94675890024619,
+          "kurt": 14.3282685912802,
+          "sp.ent": 0.898185033851447,
+          "sfm": 0.389866046851751,
+          "mode": 0.168433591423466,
+          "centroid": 0.18018551478422,
+          "meanfun": 0.146992114949858,
+          "minfun": 0.0160804020100502,
+          "maxfun": 0.258064516129032,
+          "meandom": 1.79788306451613,
+          "mindom": 0.203125,
+          "maxdom": 7.0,
+          "dfrange": 6.796875,
+          "modindx": 0.237233169129721,
+          "label": "female"
+        }
+      },
+      {
+        "scenario_id": "128",
+        "features": {
+          "meanfreq": 0.224207222008072,
+          "sd": 0.0322664320666928,
+          "median": 0.230322580645161,
+          "Q25": 0.212258064516129,
+          "Q75": 0.240483870967742,
+          "IQR": 0.0282258064516129,
+          "skew": 3.25874984651577,
+          "kurt": 16.0176072347745,
+          "sp.ent": 0.824445860104181,
+          "sfm": 0.169864385729025,
+          "mode": 0.231827956989247,
+          "centroid": 0.224207222008072,
+          "meanfun": 0.187532761222313,
+          "minfun": 0.0512273212379936,
+          "maxfun": 0.27906976744186,
+          "meandom": 0.872792119565217,
+          "mindom": 0.0234375,
+          "maxdom": 10.171875,
+          "dfrange": 10.1484375,
+          "modindx": 0.0367205542725173,
+          "label": "female"
+        }
+      },
+      {
+        "scenario_id": "129",
+        "features": {
+          "meanfreq": 0.176642740134497,
+          "sd": 0.0612728005362103,
+          "median": 0.176666666666667,
+          "Q25": 0.125,
+          "Q75": 0.23,
+          "IQR": 0.105,
+          "skew": 1.32708250063798,
+          "kurt": 5.17777690115826,
+          "sp.ent": 0.931208692775917,
+          "sfm": 0.496348950803872,
+          "mode": 0.167777777777778,
+          "centroid": 0.176642740134497,
+          "meanfun": 0.108005753144726,
+          "minfun": 0.050314465408805,
+          "maxfun": 0.274285714285714,
+          "meandom": 0.547585227272727,
+          "mindom": 0.0234375,
+          "maxdom": 3.5859375,
+          "dfrange": 3.5625,
+          "modindx": 0.117690058479532,
+          "label": "male"
+        }
+      },
+      {
+        "scenario_id": "130",
+        "features": {
+          "meanfreq": 0.178720687609544,
+          "sd": 0.0585940367755305,
+          "median": 0.186512396694215,
+          "Q25": 0.120330578512397,
+          "Q75": 0.23001652892562,
+          "IQR": 0.109685950413223,
+          "skew": 1.09419045736763,
+          "kurt": 3.67454038285606,
+          "sp.ent": 0.926339465478337,
+          "sfm": 0.43266920930778,
+          "mode": 0.235570247933884,
+          "centroid": 0.178720687609544,
+          "meanfun": 0.118034404296605,
+          "minfun": 0.0473840078973346,
+          "maxfun": 0.275862068965517,
+          "meandom": 1.81584821428571,
+          "mindom": 0.0234375,
+          "maxdom": 7.96875,
+          "dfrange": 7.9453125,
+          "modindx": 0.136331021286773,
+          "label": "male"
+        }
+      },
+      {
+        "scenario_id": "137",
+        "features": {
+          "meanfreq": 0.192992763243083,
+          "sd": 0.0653037229565589,
+          "median": 0.183913043478261,
+          "Q25": 0.138695652173913,
+          "Q75": 0.262173913043478,
+          "IQR": 0.123478260869565,
+          "skew": 2.31495472994321,
+          "kurt": 8.65572830839748,
+          "sp.ent": 0.886977291567868,
+          "sfm": 0.396901672144098,
+          "mode": 0.138260869565217,
+          "centroid": 0.192992763243083,
+          "meanfun": 0.147962940742318,
+          "minfun": 0.0519480519480519,
+          "maxfun": 0.277456647398844,
+          "meandom": 1.40682164634146,
+          "mindom": 0.0234375,
+          "maxdom": 9.46875,
+          "dfrange": 9.4453125,
+          "modindx": 0.110835401157982,
+          "label": "male"
+        }
+      },
+      {
+        "scenario_id": "139",
+        "features": {
+          "meanfreq": 0.148742418150761,
+          "sd": 0.0862599270568749,
+          "median": 0.173049853372434,
+          "Q25": 0.0706158357771261,
+          "Q75": 0.219853372434018,
+          "IQR": 0.149237536656892,
+          "skew": 3.03717735845674,
+          "kurt": 27.723483121106,
+          "sp.ent": 0.969099012014364,
+          "sfm": 0.782449104495246,
+          "mode": 0.0500879765395894,
+          "centroid": 0.148742418150761,
+          "meanfun": 0.110761255521427,
+          "minfun": 0.0198511166253102,
+          "maxfun": 0.275862068965517,
+          "meandom": 1.7115162037037,
+          "mindom": 0.0078125,
+          "maxdom": 5.2421875,
+          "dfrange": 5.234375,
+          "modindx": 0.356537313432836,
+          "label": "male"
+        }
+      },
+      {
+        "scenario_id": "146",
+        "features": {
+          "meanfreq": 0.14650598812457,
+          "sd": 0.0804598044423198,
+          "median": 0.140555996822875,
+          "Q25": 0.0958538522637013,
+          "Q75": 0.215281969817315,
+          "IQR": 0.119428117553614,
+          "skew": 1.89147966771001,
+          "kurt": 8.02251337687106,
+          "sp.ent": 0.958059426270558,
+          "sfm": 0.708361136682696,
+          "mode": 0.0,
+          "centroid": 0.14650598812457,
+          "meanfun": 0.120496280839578,
+          "minfun": 0.0246153846153846,
+          "maxfun": 0.258064516129032,
+          "meandom": 0.350883152173913,
+          "mindom": 0.0078125,
+          "maxdom": 4.1171875,
+          "dfrange": 4.109375,
+          "modindx": 0.0798479087452472,
+          "label": "male"
+        }
+      },
+      {
+        "scenario_id": "153",
+        "features": {
+          "meanfreq": 0.162205157422765,
+          "sd": 0.069785808840887,
+          "median": 0.182035323801514,
+          "Q25": 0.136820857863751,
+          "Q75": 0.210529857022708,
+          "IQR": 0.0737089991589571,
+          "skew": 4.10554105625432,
+          "kurt": 35.6556629469001,
+          "sp.ent": 0.930920088533736,
+          "sfm": 0.575285750444552,
+          "mode": 0.0,
+          "centroid": 0.162205157422765,
+          "meanfun": 0.149335327595188,
+          "minfun": 0.0272572402044293,
+          "maxfun": 0.225352112676056,
+          "meandom": 0.663461538461538,
+          "mindom": 0.0078125,
+          "maxdom": 6.9609375,
+          "dfrange": 6.953125,
+          "modindx": 0.187742594484168,
+          "label": "female"
+        }
+      },
+      {
+        "scenario_id": "159",
+        "features": {
+          "meanfreq": 0.165026456348144,
+          "sd": 0.0771528530046274,
+          "median": 0.161932650073206,
+          "Q25": 0.117657393850659,
+          "Q75": 0.234494875549048,
+          "IQR": 0.116837481698389,
+          "skew": 1.08053638259937,
+          "kurt": 3.79985621347513,
+          "sp.ent": 0.960322986807163,
+          "sfm": 0.717651866573845,
+          "mode": 0.244743777452416,
+          "centroid": 0.165026456348144,
+          "meanfun": 0.126415093396274,
+          "minfun": 0.0546075085324232,
+          "maxfun": 0.266666666666667,
+          "meandom": 0.770970394736842,
+          "mindom": 0.0390625,
+          "maxdom": 3.2578125,
+          "dfrange": 3.21875,
+          "modindx": 0.301375404530744,
+          "label": "male"
+        }
+      },
+      {
+        "scenario_id": "162",
+        "features": {
+          "meanfreq": 0.15267382737983,
+          "sd": 0.114508038214954,
+          "median": 0.217540514775977,
+          "Q25": 0.0002669208770257,
+          "Q75": 0.249037178265014,
+          "IQR": 0.248770257387989,
+          "skew": 24.8004642076113,
+          "kurt": 667.733066733024,
+          "sp.ent": 0.74756946654055,
+          "sfm": 0.240212835224434,
+          "mode": 0.0,
+          "centroid": 0.15267382737983,
+          "meanfun": 0.184695610868432,
+          "minfun": 0.0167714884696017,
+          "maxfun": 0.275862068965517,
+          "meandom": 0.0078125,
+          "mindom": 0.0078125,
+          "maxdom": 0.0078125,
+          "dfrange": 0.0,
+          "modindx": 0.0,
+          "label": "female"
+        }
+      },
+      {
+        "scenario_id": "163",
+        "features": {
+          "meanfreq": 0.177778043900332,
+          "sd": 0.0534868919313978,
+          "median": 0.164043848964677,
+          "Q25": 0.138806333739342,
+          "Q75": 0.223727161997564,
+          "IQR": 0.0849208282582217,
+          "skew": 1.6521753212083,
+          "kurt": 7.10753675182228,
+          "sp.ent": 0.917299634004666,
+          "sfm": 0.355974520976737,
+          "mode": 0.161997563946407,
+          "centroid": 0.177778043900332,
+          "meanfun": 0.127352512620468,
+          "minfun": 0.0481927710843374,
+          "maxfun": 0.27906976744186,
+          "meandom": 0.951286764705882,
+          "mindom": 0.0234375,
+          "maxdom": 4.7578125,
+          "dfrange": 4.734375,
+          "modindx": 0.118285232778597,
+          "label": "male"
+        }
+      },
+      {
+        "scenario_id": "165",
+        "features": {
+          "meanfreq": 0.19570989175032,
+          "sd": 0.0612622960805999,
+          "median": 0.195902777777778,
+          "Q25": 0.139027777777778,
+          "Q75": 0.255694444444444,
+          "IQR": 0.116666666666667,
+          "skew": 1.70553157646389,
+          "kurt": 5.7031491473139,
+          "sp.ent": 0.900785529888927,
+          "sfm": 0.37203297064128,
+          "mode": 0.266388888888889,
+          "centroid": 0.19570989175032,
+          "meanfun": 0.142590260465619,
+          "minfun": 0.0528052805280528,
+          "maxfun": 0.27906976744186,
+          "meandom": 0.56640625,
+          "mindom": 0.0234375,
+          "maxdom": 2.671875,
+          "dfrange": 2.6484375,
+          "modindx": 0.0923224109064817,
+          "label": "male"
+        }
+      },
+      {
+        "scenario_id": "167",
+        "features": {
+          "meanfreq": 0.185827215451234,
+          "sd": 0.0350963497568247,
+          "median": 0.180990099009901,
+          "Q25": 0.165544554455446,
+          "Q75": 0.195643564356436,
+          "IQR": 0.0300990099009901,
+          "skew": 2.76688840253159,
+          "kurt": 10.4648391369486,
+          "sp.ent": 0.838637648154192,
+          "sfm": 0.217263446360891,
+          "mode": 0.182178217821782,
+          "centroid": 0.185827215451234,
+          "meanfun": 0.167370369453414,
+          "minfun": 0.0474308300395257,
+          "maxfun": 0.274285714285714,
+          "meandom": 0.57421875,
+          "mindom": 0.0234375,
+          "maxdom": 3.7734375,
+          "dfrange": 3.75,
+          "modindx": 0.075125,
+          "label": "female"
+        }
+      },
+      {
+        "scenario_id": "172",
+        "features": {
+          "meanfreq": 0.227683167894717,
+          "sd": 0.0331633190160122,
+          "median": 0.236039603960396,
+          "Q25": 0.205148514851485,
+          "Q75": 0.24990099009901,
+          "IQR": 0.0447524752475248,
+          "skew": 1.86618207208095,
+          "kurt": 5.81922001837418,
+          "sp.ent": 0.84153260352762,
+          "sfm": 0.160282961846424,
+          "mode": 0.242376237623762,
+          "centroid": 0.227683167894717,
+          "meanfun": 0.181120641381181,
+          "minfun": 0.0483383685800604,
+          "maxfun": 0.271186440677966,
+          "meandom": 1.25824652777778,
+          "mindom": 0.0234375,
+          "maxdom": 11.8828125,
+          "dfrange": 11.859375,
+          "modindx": 0.103982973548191,
+          "label": "female"
+        }
+      },
+      {
+        "scenario_id": "173",
+        "features": {
+          "meanfreq": 0.187340431011842,
+          "sd": 0.0349383166393694,
+          "median": 0.18679638637943,
+          "Q25": 0.176289089645587,
+          "Q75": 0.205476025017373,
+          "IQR": 0.0291869353717859,
+          "skew": 2.90570749033278,
+          "kurt": 12.4743235533491,
+          "sp.ent": 0.848919458595567,
+          "sfm": 0.263963545214457,
+          "mode": 0.179013203613621,
+          "centroid": 0.187340431011842,
+          "meanfun": 0.18091880906349,
+          "minfun": 0.016243654822335,
+          "maxfun": 0.25,
+          "meandom": 0.69140625,
+          "mindom": 0.0078125,
+          "maxdom": 6.2109375,
+          "dfrange": 6.203125,
+          "modindx": 0.17203349445163,
+          "label": "female"
+        }
+      },
+      {
+        "scenario_id": "174",
+        "features": {
+          "meanfreq": 0.201748376598431,
+          "sd": 0.0612913833173543,
+          "median": 0.204132553606238,
+          "Q25": 0.180662768031189,
+          "Q75": 0.249707602339181,
+          "IQR": 0.0690448343079922,
+          "skew": 1.94487580817201,
+          "kurt": 7.5747732928064,
+          "sp.ent": 0.892704343965706,
+          "sfm": 0.348167588379602,
+          "mode": 0.0502144249512671,
+          "centroid": 0.201748376598431,
+          "meanfun": 0.154557472071066,
+          "minfun": 0.0174102285092492,
+          "maxfun": 0.275862068965517,
+          "meandom": 0.228236607142857,
+          "mindom": 0.0546875,
+          "maxdom": 0.7265625,
+          "dfrange": 0.671875,
+          "modindx": 0.203273040482343,
+          "label": "female"
+        }
+      },
+      {
+        "scenario_id": "177",
+        "features": {
+          "meanfreq": 0.212369193207168,
+          "sd": 0.0460244009622744,
+          "median": 0.224171779141104,
+          "Q25": 0.181226993865031,
+          "Q75": 0.244355828220859,
+          "IQR": 0.0631288343558282,
+          "skew": 1.43168785011974,
+          "kurt": 4.69787873671619,
+          "sp.ent": 0.897817070546565,
+          "sfm": 0.25024744872842,
+          "mode": 0.236196319018405,
+          "centroid": 0.212369193207168,
+          "meanfun": 0.145506924148486,
+          "minfun": 0.0474308300395257,
+          "maxfun": 0.277456647398844,
+          "meandom": 2.0625,
+          "mindom": 0.0234375,
+          "maxdom": 8.6953125,
+          "dfrange": 8.671875,
+          "modindx": 0.0913262099308611,
+          "label": "female"
+        }
+      },
+      {
+        "scenario_id": "185",
+        "features": {
+          "meanfreq": 0.212271472320408,
+          "sd": 0.0377701920892589,
+          "median": 0.21563981042654,
+          "Q25": 0.206848341232227,
+          "Q75": 0.227748815165877,
+          "IQR": 0.0209004739336493,
+          "skew": 3.71313147540637,
+          "kurt": 18.8962747294813,
+          "sp.ent": 0.821883029676631,
+          "sfm": 0.204367778913555,
+          "mode": 0.215473933649289,
+          "centroid": 0.212271472320408,
+          "meanfun": 0.218888285033698,
+          "minfun": 0.2,
+          "maxfun": 0.277777777777778,
+          "meandom": 0.400578425480769,
+          "mindom": 0.2099609375,
+          "maxdom": 0.83984375,
+          "dfrange": 0.6298828125,
+          "modindx": 0.344256518675123,
+          "label": "female"
+        }
+      },
+      {
+        "scenario_id": "187",
+        "features": {
+          "meanfreq": 0.200115562451723,
+          "sd": 0.0607811648019263,
+          "median": 0.219665271966527,
+          "Q25": 0.191743375174338,
+          "Q75": 0.239581589958159,
+          "IQR": 0.0478382147838215,
+          "skew": 2.52292480498555,
+          "kurt": 8.97174288950957,
+          "sp.ent": 0.904789552372887,
+          "sfm": 0.498885996112993,
+          "mode": 0.235871687587169,
+          "centroid": 0.200115562451723,
+          "meanfun": 0.150028903418135,
+          "minfun": 0.015888778550149,
+          "maxfun": 0.246153846153846,
+          "meandom": 0.174479166666667,
+          "mindom": 0.0078125,
+          "maxdom": 0.3203125,
+          "dfrange": 0.3125,
+          "modindx": 0.2625,
+          "label": "female"
+        }
+      },
+      {
+        "scenario_id": "190",
+        "features": {
+          "meanfreq": 0.113203353346107,
+          "sd": 0.0779583955366939,
+          "median": 0.102393617021277,
+          "Q25": 0.0431914893617021,
+          "Q75": 0.187287234042553,
+          "IQR": 0.144095744680851,
+          "skew": 1.70125376585206,
+          "kurt": 6.86310192333355,
+          "sp.ent": 0.961701717881265,
+          "sfm": 0.727934716191627,
+          "mode": 0.0033510638297872,
+          "centroid": 0.113203353346107,
+          "meanfun": 0.0946528351407252,
+          "minfun": 0.0189798339264531,
+          "maxfun": 0.262295081967213,
+          "meandom": 0.291015625,
+          "mindom": 0.0078125,
+          "maxdom": 3.140625,
+          "dfrange": 3.1328125,
+          "modindx": 0.150822942643392,
+          "label": "male"
+        }
+      },
+      {
+        "scenario_id": "191",
+        "features": {
+          "meanfreq": 0.161249761502538,
+          "sd": 0.0629086103730891,
+          "median": 0.167695099818512,
+          "Q25": 0.146479128856624,
+          "Q75": 0.203393829401089,
+          "IQR": 0.0569147005444646,
+          "skew": 2.88385477337199,
+          "kurt": 19.5377559249777,
+          "sp.ent": 0.929345045793084,
+          "sfm": 0.526607934503779,
+          "mode": 0.0,
+          "centroid": 0.161249761502538,
+          "meanfun": 0.155793644315971,
+          "minfun": 0.0163265306122449,
+          "maxfun": 0.275862068965517,
+          "meandom": 0.285773026315789,
+          "mindom": 0.0078125,
+          "maxdom": 6.515625,
+          "dfrange": 6.5078125,
+          "modindx": 0.0726643598615917,
+          "label": "female"
+        }
+      },
+      {
+        "scenario_id": "197",
+        "features": {
+          "meanfreq": 0.168164371824715,
+          "sd": 0.0663335081094116,
+          "median": 0.179142367066895,
+          "Q25": 0.110463121783877,
+          "Q75": 0.213241852487136,
+          "IQR": 0.102778730703259,
+          "skew": 1.637324802224,
+          "kurt": 6.351842424459,
+          "sp.ent": 0.950347122171516,
+          "sfm": 0.666763875593236,
+          "mode": 0.193070325900515,
+          "centroid": 0.168164371824715,
+          "meanfun": 0.131661885700795,
+          "minfun": 0.0505795574288725,
+          "maxfun": 0.27906976744186,
+          "meandom": 1.03846153846154,
+          "mindom": 0.0234375,
+          "maxdom": 7.0078125,
+          "dfrange": 6.984375,
+          "modindx": 0.132177479492916,
+          "label": "male"
+        }
+      },
+      {
+        "scenario_id": "198",
+        "features": {
+          "meanfreq": 0.195739594789833,
+          "sd": 0.0720191893987606,
+          "median": 0.2078125,
+          "Q25": 0.18375,
+          "Q75": 0.250568181818182,
+          "IQR": 0.0668181818181818,
+          "skew": 2.65503617803274,
+          "kurt": 14.5411751807803,
+          "sp.ent": 0.915646039119867,
+          "sfm": 0.471817182352779,
+          "mode": 0.0501136363636364,
+          "centroid": 0.195739594789833,
+          "meanfun": 0.182011130449381,
+          "minfun": 0.0183066361556064,
+          "maxfun": 0.275862068965517,
+          "meandom": 0.260216346153846,
+          "mindom": 0.0546875,
+          "maxdom": 0.78125,
+          "dfrange": 0.7265625,
+          "modindx": 0.278438030560272,
+          "label": "female"
+        }
+      },
+      {
+        "scenario_id": "199",
+        "features": {
+          "meanfreq": 0.155565039880947,
+          "sd": 0.0590720099542177,
+          "median": 0.12746511627907,
+          "Q25": 0.110697674418605,
+          "Q75": 0.214883720930233,
+          "IQR": 0.104186046511628,
+          "skew": 3.44773133192442,
+          "kurt": 19.4704669871443,
+          "sp.ent": 0.912684034315707,
+          "sfm": 0.454094176005604,
+          "mode": 0.111186046511628,
+          "centroid": 0.155565039880947,
+          "meanfun": 0.121601625056292,
+          "minfun": 0.0408163265306122,
+          "maxfun": 0.263157894736842,
+          "meandom": 0.4510498046875,
+          "mindom": 0.0048828125,
+          "maxdom": 0.7958984375,
+          "dfrange": 0.791015625,
+          "modindx": 0.43758573388203,
+          "label": "male"
+        }
+      },
+      {
+        "scenario_id": "201",
+        "features": {
+          "meanfreq": 0.19932052627914,
+          "sd": 0.0524992116022558,
+          "median": 0.184210526315789,
+          "Q25": 0.152323049001815,
+          "Q75": 0.258148820326679,
+          "IQR": 0.105825771324864,
+          "skew": 2.31142585404852,
+          "kurt": 8.84810301384769,
+          "sp.ent": 0.882883700845198,
+          "sfm": 0.0897395650111571,
+          "mode": 0.27529945553539,
+          "centroid": 0.19932052627914,
+          "meanfun": 0.134526931164788,
+          "minfun": 0.0157635467980296,
+          "maxfun": 0.205128205128205,
+          "meandom": 1.1734375,
+          "mindom": 0.0078125,
+          "maxdom": 5.34375,
+          "dfrange": 5.3359375,
+          "modindx": 0.156098659758982,
+          "label": "male"
+        }
+      },
+      {
+        "scenario_id": "203",
+        "features": {
+          "meanfreq": 0.21213462385881,
+          "sd": 0.0325988708940018,
+          "median": 0.216066666666667,
+          "Q25": 0.196,
+          "Q75": 0.230533333333333,
+          "IQR": 0.0345333333333333,
+          "skew": 2.25547893027523,
+          "kurt": 7.8817322672914,
+          "sp.ent": 0.835405882916606,
+          "sfm": 0.19782606764639,
+          "mode": 0.228666666666667,
+          "centroid": 0.21213462385881,
+          "meanfun": 0.173435466715757,
+          "minfun": 0.0495867768595041,
+          "maxfun": 0.25531914893617,
+          "meandom": 0.499273255813953,
+          "mindom": 0.0234375,
+          "maxdom": 3.6796875,
+          "dfrange": 3.65625,
+          "modindx": 0.0615384615384615,
+          "label": "female"
+        }
+      },
+      {
+        "scenario_id": "204",
+        "features": {
+          "meanfreq": 0.18840835645506,
+          "sd": 0.0672711058996945,
+          "median": 0.20729088639201,
+          "Q25": 0.128988764044944,
+          "Q75": 0.24749063670412,
+          "IQR": 0.118501872659176,
+          "skew": 1.24439834989828,
+          "kurt": 3.85258191397141,
+          "sp.ent": 0.933551884986729,
+          "sfm": 0.556295272770553,
+          "mode": 0.25063670411985,
+          "centroid": 0.18840835645506,
+          "meanfun": 0.111736196738552,
+          "minfun": 0.0163766632548618,
+          "maxfun": 0.231884057971014,
+          "meandom": 0.803267045454545,
+          "mindom": 0.171875,
+          "maxdom": 5.4140625,
+          "dfrange": 5.2421875,
+          "modindx": 0.200056773827266,
+          "label": "male"
+        }
+      },
+      {
+        "scenario_id": "206",
+        "features": {
+          "meanfreq": 0.196158955034607,
+          "sd": 0.0443486504724641,
+          "median": 0.20295652173913,
+          "Q25": 0.192695652173913,
+          "Q75": 0.216347826086956,
+          "IQR": 0.0236521739130435,
+          "skew": 3.46693768368573,
+          "kurt": 17.3905572519788,
+          "sp.ent": 0.851042577187954,
+          "sfm": 0.293634719491434,
+          "mode": 0.204869565217391,
+          "centroid": 0.196158955034607,
+          "meanfun": 0.19855076812114,
+          "minfun": 0.0847457627118644,
+          "maxfun": 0.232558139534884,
+          "meandom": 0.442708333333333,
+          "mindom": 0.1953125,
+          "maxdom": 0.8203125,
+          "dfrange": 0.625,
+          "modindx": 0.572368421052632,
+          "label": "female"
+        }
+      },
+      {
+        "scenario_id": "209",
+        "features": {
+          "meanfreq": 0.201564613009909,
+          "sd": 0.0355448648745345,
+          "median": 0.195694227769111,
+          "Q25": 0.177347893915757,
+          "Q75": 0.230202808112324,
+          "IQR": 0.0528549141965679,
+          "skew": 2.25070489327469,
+          "kurt": 8.87844047183272,
+          "sp.ent": 0.856137059217866,
+          "sfm": 0.205462991303723,
+          "mode": 0.172542901716069,
+          "centroid": 0.201564613009909,
+          "meanfun": 0.157179379946223,
+          "minfun": 0.0484848484848485,
+          "maxfun": 0.277456647398844,
+          "meandom": 0.96195652173913,
+          "mindom": 0.0234375,
+          "maxdom": 7.40625,
+          "dfrange": 7.3828125,
+          "modindx": 0.0919896640826873,
+          "label": "female"
+        }
+      },
+      {
+        "scenario_id": "210",
+        "features": {
+          "meanfreq": 0.173168211549185,
+          "sd": 0.0688504949482422,
+          "median": 0.1928,
+          "Q25": 0.119733333333333,
+          "Q75": 0.230133333333333,
+          "IQR": 0.1104,
+          "skew": 1.19104767603692,
+          "kurt": 3.81947058968583,
+          "sp.ent": 0.944714591035982,
+          "sfm": 0.598206361594739,
+          "mode": 0.208266666666667,
+          "centroid": 0.173168211549185,
+          "meanfun": 0.109007947352914,
+          "minfun": 0.0165118679050568,
+          "maxfun": 0.161616161616162,
+          "meandom": 0.246323529411765,
+          "mindom": 0.0234375,
+          "maxdom": 0.4765625,
+          "dfrange": 0.453125,
+          "modindx": 0.341594827586207,
+          "label": "male"
+        }
+      },
+      {
+        "scenario_id": "213",
+        "features": {
+          "meanfreq": 0.206999256612395,
+          "sd": 0.0561272573216495,
+          "median": 0.229730700179533,
+          "Q25": 0.155332136445242,
+          "Q75": 0.252351885098743,
+          "IQR": 0.0970197486535009,
+          "skew": 1.54730589012233,
+          "kurt": 5.26044408382275,
+          "sp.ent": 0.897659773177693,
+          "sfm": 0.308858369115529,
+          "mode": 0.241795332136445,
+          "centroid": 0.206999256612395,
+          "meanfun": 0.147240541003771,
+          "minfun": 0.0477611940298507,
+          "maxfun": 0.27906976744186,
+          "meandom": 1.06502757352941,
+          "mindom": 0.0234375,
+          "maxdom": 5.109375,
+          "dfrange": 5.0859375,
+          "modindx": 0.181600955794504,
+          "label": "male"
+        }
+      },
+      {
+        "scenario_id": "217",
+        "features": {
+          "meanfreq": 0.152185584006062,
+          "sd": 0.0633144888182491,
+          "median": 0.156973148901546,
+          "Q25": 0.0961432058584215,
+          "Q75": 0.201855166802278,
+          "IQR": 0.105711960943857,
+          "skew": 3.06366536986718,
+          "kurt": 13.4830052576913,
+          "sp.ent": 0.893312575868155,
+          "sfm": 0.424896475094745,
+          "mode": 0.0899918633034988,
+          "centroid": 0.152185584006062,
+          "meanfun": 0.0971330688163873,
+          "minfun": 0.0387596899224806,
+          "maxfun": 0.263157894736842,
+          "meandom": 0.511067708333333,
+          "mindom": 0.0927734375,
+          "maxdom": 0.751953125,
+          "dfrange": 0.6591796875,
+          "modindx": 0.684444444444444,
+          "label": "male"
+        }
+      },
+      {
+        "scenario_id": "218",
+        "features": {
+          "meanfreq": 0.162870362532132,
+          "sd": 0.0582756537912918,
+          "median": 0.145017921146953,
+          "Q25": 0.11273596176822,
+          "Q75": 0.218279569892473,
+          "IQR": 0.105543608124253,
+          "skew": 2.63413415123887,
+          "kurt": 13.1598570157763,
+          "sp.ent": 0.923929557475875,
+          "sfm": 0.446013808972021,
+          "mode": 0.109557945041816,
+          "centroid": 0.162870362532132,
+          "meanfun": 0.109260884193382,
+          "minfun": 0.0367647058823529,
+          "maxfun": 0.24390243902439,
+          "meandom": 0.750450721153846,
+          "mindom": 0.087890625,
+          "maxdom": 3.4765625,
+          "dfrange": 3.388671875,
+          "modindx": 0.248100602567461,
+          "label": "male"
+        }
+      },
+      {
+        "scenario_id": "219",
+        "features": {
+          "meanfreq": 0.214223440307304,
+          "sd": 0.0379868553166225,
+          "median": 0.216717171717172,
+          "Q25": 0.206464646464646,
+          "Q75": 0.225555555555556,
+          "IQR": 0.0190909090909091,
+          "skew": 3.37777745263673,
+          "kurt": 15.7147286045871,
+          "sp.ent": 0.819594997627065,
+          "sfm": 0.217322737185149,
+          "mode": 0.220959595959596,
+          "centroid": 0.214223440307304,
+          "meanfun": 0.17580806963934,
+          "minfun": 0.0474777448071217,
+          "maxfun": 0.27906976744186,
+          "meandom": 2.03096590909091,
+          "mindom": 0.0234375,
+          "maxdom": 8.859375,
+          "dfrange": 8.8359375,
+          "modindx": 0.108594164456233,
+          "label": "female"
+        }
+      },
+      {
+        "scenario_id": "220",
+        "features": {
+          "meanfreq": 0.189249597807402,
+          "sd": 0.0595469764264541,
+          "median": 0.203851351351351,
+          "Q25": 0.134797297297297,
+          "Q75": 0.233175675675676,
+          "IQR": 0.0983783783783784,
+          "skew": 1.86813570663789,
+          "kurt": 6.59167205889546,
+          "sp.ent": 0.908103739556481,
+          "sfm": 0.431242709242698,
+          "mode": 0.205743243243243,
+          "centroid": 0.189249597807402,
+          "meanfun": 0.127377940284007,
+          "minfun": 0.0476190476190476,
+          "maxfun": 0.274285714285714,
+          "meandom": 1.08423913043478,
+          "mindom": 0.0234375,
+          "maxdom": 5.5546875,
+          "dfrange": 5.53125,
+          "modindx": 0.15224674812771,
+          "label": "male"
+        }
+      },
+      {
+        "scenario_id": "224",
+        "features": {
+          "meanfreq": 0.15521909133343,
+          "sd": 0.0704975642420712,
+          "median": 0.148788067122436,
+          "Q25": 0.0979738968303294,
+          "Q75": 0.212479801118707,
+          "IQR": 0.114505904288378,
+          "skew": 1.64051308720457,
+          "kurt": 5.87980153402056,
+          "sp.ent": 0.949192676270679,
+          "sfm": 0.631025568809519,
+          "mode": 0.108241143567433,
+          "centroid": 0.15521909133343,
+          "meanfun": 0.101875593154085,
+          "minfun": 0.0167014613778706,
+          "maxfun": 0.271186440677966,
+          "meandom": 0.427283653846154,
+          "mindom": 0.0078125,
+          "maxdom": 2.3203125,
+          "dfrange": 2.3125,
+          "modindx": 0.186271498771499,
+          "label": "male"
+        }
+      },
+      {
+        "scenario_id": "226",
+        "features": {
+          "meanfreq": 0.227390475075008,
+          "sd": 0.0379337553247764,
+          "median": 0.236297640653358,
+          "Q25": 0.20529945553539,
+          "Q75": 0.254083484573503,
+          "IQR": 0.0487840290381125,
+          "skew": 1.42747191298698,
+          "kurt": 4.08990676036119,
+          "sp.ent": 0.85329381127576,
+          "sfm": 0.201798771484383,
+          "mode": 0.254083484573503,
+          "centroid": 0.227390475075008,
+          "meanfun": 0.170894918716124,
+          "minfun": 0.0472906403940887,
+          "maxfun": 0.27906976744186,
+          "meandom": 1.00055803571429,
+          "mindom": 0.0234375,
+          "maxdom": 7.1484375,
+          "dfrange": 7.125,
+          "modindx": 0.0965755735492578,
+          "label": "female"
+        }
+      },
+      {
+        "scenario_id": "233",
+        "features": {
+          "meanfreq": 0.180063602992005,
+          "sd": 0.0596834121209344,
+          "median": 0.18910277324633,
+          "Q25": 0.120587275693312,
+          "Q75": 0.21742251223491,
+          "IQR": 0.0968352365415987,
+          "skew": 1.7782719446254,
+          "kurt": 6.44164785319849,
+          "sp.ent": 0.913422416904623,
+          "sfm": 0.418560778700219,
+          "mode": 0.18910277324633,
+          "centroid": 0.180063602992005,
+          "meanfun": 0.111340245757579,
+          "minfun": 0.0478564307078764,
+          "maxfun": 0.277456647398844,
+          "meandom": 0.843217329545455,
+          "mindom": 0.0234375,
+          "maxdom": 6.140625,
+          "dfrange": 6.1171875,
+          "modindx": 0.0930346792415758,
+          "label": "male"
+        }
+      },
+      {
+        "scenario_id": "234",
+        "features": {
+          "meanfreq": 0.178219896307931,
+          "sd": 0.0640018207508239,
+          "median": 0.199950279676818,
+          "Q25": 0.120074580484773,
+          "Q75": 0.227097576134245,
+          "IQR": 0.107022995649472,
+          "skew": 1.61214606282729,
+          "kurt": 5.53372994115547,
+          "sp.ent": 0.934315539139804,
+          "sfm": 0.535275981624802,
+          "mode": 0.214568054692356,
+          "centroid": 0.178219896307931,
+          "meanfun": 0.113219252637492,
+          "minfun": 0.0171489817792069,
+          "maxfun": 0.253968253968254,
+          "meandom": 0.816271551724138,
+          "mindom": 0.09375,
+          "maxdom": 4.0390625,
+          "dfrange": 3.9453125,
+          "modindx": 0.294287890327494,
+          "label": "male"
+        }
+      },
+      {
+        "scenario_id": "235",
+        "features": {
+          "meanfreq": 0.194644420361189,
+          "sd": 0.0594322541007048,
+          "median": 0.217777777777778,
+          "Q25": 0.133086419753086,
+          "Q75": 0.247160493827161,
+          "IQR": 0.114074074074074,
+          "skew": 1.44652878024342,
+          "kurt": 4.56655137345399,
+          "sp.ent": 0.890734730037324,
+          "sfm": 0.315709955320379,
+          "mode": 0.248312757201646,
+          "centroid": 0.194644420361189,
+          "meanfun": 0.117966392100664,
+          "minfun": 0.0491803278688525,
+          "maxfun": 0.252631578947368,
+          "meandom": 1.08948863636364,
+          "mindom": 0.0234375,
+          "maxdom": 8.3203125,
+          "dfrange": 8.296875,
+          "modindx": 0.102071563088512,
+          "label": "male"
+        }
+      },
+      {
+        "scenario_id": "237",
+        "features": {
+          "meanfreq": 0.221137234311904,
+          "sd": 0.0372632478583466,
+          "median": 0.218693982074264,
+          "Q25": 0.201843790012804,
+          "Q75": 0.249167733674776,
+          "IQR": 0.0473239436619718,
+          "skew": 2.05365465366947,
+          "kurt": 7.48724651558269,
+          "sp.ent": 0.853367516232816,
+          "sfm": 0.216921378472507,
+          "mode": 0.20112676056338,
+          "centroid": 0.221137234311904,
+          "meanfun": 0.178966942902895,
+          "minfun": 0.0635761589403974,
+          "maxfun": 0.277456647398844,
+          "meandom": 1.07316706730769,
+          "mindom": 0.0234375,
+          "maxdom": 5.765625,
+          "dfrange": 5.7421875,
+          "modindx": 0.113452728029988,
+          "label": "female"
+        }
+      },
+      {
+        "scenario_id": "239",
+        "features": {
+          "meanfreq": 0.20264702597729,
+          "sd": 0.031963826252617,
+          "median": 0.198973162193699,
+          "Q25": 0.184434072345391,
+          "Q75": 0.223803967327888,
+          "IQR": 0.0393698949824971,
+          "skew": 2.44727967656331,
+          "kurt": 10.3529308312222,
+          "sp.ent": 0.8644789572453,
+          "sfm": 0.165662119843679,
+          "mode": 0.185904317386231,
+          "centroid": 0.20264702597729,
+          "meanfun": 0.184609456840752,
+          "minfun": 0.0217687074829932,
+          "maxfun": 0.25,
+          "meandom": 1.10775862068966,
+          "mindom": 0.0703125,
+          "maxdom": 6.140625,
+          "dfrange": 6.0703125,
+          "modindx": 0.197010197010197,
+          "label": "female"
+        }
+      },
+      {
+        "scenario_id": "241",
+        "features": {
+          "meanfreq": 0.193988406961728,
+          "sd": 0.0574075780862535,
+          "median": 0.213291536050157,
+          "Q25": 0.130344827586207,
+          "Q75": 0.241379310344828,
+          "IQR": 0.111034482758621,
+          "skew": 1.43050358524098,
+          "kurt": 4.83969152920552,
+          "sp.ent": 0.904831719302425,
+          "sfm": 0.316255569148351,
+          "mode": 0.22294670846395,
+          "centroid": 0.193988406961728,
+          "meanfun": 0.120371101615177,
+          "minfun": 0.0470127326150832,
+          "maxfun": 0.27906976744186,
+          "meandom": 0.927455357142857,
+          "mindom": 0.0234375,
+          "maxdom": 5.15625,
+          "dfrange": 5.1328125,
+          "modindx": 0.0918205280921183,
+          "label": "male"
+        }
+      },
+      {
+        "scenario_id": "245",
+        "features": {
+          "meanfreq": 0.188018666117027,
+          "sd": 0.0275628208327805,
+          "median": 0.186172465960666,
+          "Q25": 0.175370650529501,
+          "Q75": 0.200574886535552,
+          "IQR": 0.0252042360060514,
+          "skew": 3.01160210918846,
+          "kurt": 12.9442985753155,
+          "sp.ent": 0.823299604535254,
+          "sfm": 0.174406182260414,
+          "mode": 0.174523449319213,
+          "centroid": 0.188018666117027,
+          "meanfun": 0.168344303883012,
+          "minfun": 0.0171673819742489,
+          "maxfun": 0.238805970149254,
+          "meandom": 0.300321691176471,
+          "mindom": 0.1640625,
+          "maxdom": 3.5546875,
+          "dfrange": 3.390625,
+          "modindx": 0.0680770842061165,
+          "label": "female"
+        }
+      },
+      {
+        "scenario_id": "246",
+        "features": {
+          "meanfreq": 0.201383385662986,
+          "sd": 0.0630894990200634,
+          "median": 0.234865671641791,
+          "Q25": 0.136238805970149,
+          "Q75": 0.258268656716418,
+          "IQR": 0.122029850746269,
+          "skew": 1.77500529431253,
+          "kurt": 5.18190169464928,
+          "sp.ent": 0.869923708440476,
+          "sfm": 0.269621080884427,
+          "mode": 0.264537313432836,
+          "centroid": 0.201383385662986,
+          "meanfun": 0.128463971181548,
+          "minfun": 0.0472906403940887,
+          "maxfun": 0.259459459459459,
+          "meandom": 0.905208333333333,
+          "mindom": 0.0234375,
+          "maxdom": 4.453125,
+          "dfrange": 4.4296875,
+          "modindx": 0.119179894179894,
+          "label": "male"
+        }
+      },
+      {
+        "scenario_id": "253",
+        "features": {
+          "meanfreq": 0.162410549902868,
+          "sd": 0.0599522469913541,
+          "median": 0.143589743589744,
+          "Q25": 0.119013806706114,
+          "Q75": 0.220078895463511,
+          "IQR": 0.101065088757396,
+          "skew": 4.06565832919587,
+          "kurt": 23.763915873682,
+          "sp.ent": 0.891543118412975,
+          "sfm": 0.363008059360609,
+          "mode": 0.0,
+          "centroid": 0.162410549902868,
+          "meanfun": 0.101049942466081,
+          "minfun": 0.0157016683022571,
+          "maxfun": 0.262295081967213,
+          "meandom": 0.11328125,
+          "mindom": 0.0078125,
+          "maxdom": 0.65625,
+          "dfrange": 0.6484375,
+          "modindx": 0.185631414547077,
+          "label": "male"
+        }
+      },
+      {
+        "scenario_id": "256",
+        "features": {
+          "meanfreq": 0.186325971670441,
+          "sd": 0.0659051249459237,
+          "median": 0.185008880994671,
+          "Q25": 0.136767317939609,
+          "Q75": 0.253641207815275,
+          "IQR": 0.116873889875666,
+          "skew": 2.04307592070363,
+          "kurt": 8.65329564463186,
+          "sp.ent": 0.927248918979487,
+          "sfm": 0.525566146549643,
+          "mode": 0.25563055062167,
+          "centroid": 0.186325971670441,
+          "meanfun": 0.138961006060638,
+          "minfun": 0.0494845360824742,
+          "maxfun": 0.272727272727273,
+          "meandom": 1.92440878378378,
+          "mindom": 0.0234375,
+          "maxdom": 8.8125,
+          "dfrange": 8.7890625,
+          "modindx": 0.17521568627451,
+          "label": "male"
+        }
+      },
+      {
+        "scenario_id": "264",
+        "features": {
+          "meanfreq": 0.202352957707477,
+          "sd": 0.0388934115031325,
+          "median": 0.196491228070175,
+          "Q25": 0.182245614035088,
+          "Q75": 0.226947368421053,
+          "IQR": 0.0447017543859649,
+          "skew": 2.32310827761155,
+          "kurt": 9.2617469266633,
+          "sp.ent": 0.872000958094053,
+          "sfm": 0.249095484783064,
+          "mode": 0.184701754385965,
+          "centroid": 0.202352957707477,
+          "meanfun": 0.15892110000951,
+          "minfun": 0.0488301119023398,
+          "maxfun": 0.27906976744186,
+          "meandom": 1.8125,
+          "mindom": 0.0234375,
+          "maxdom": 10.8984375,
+          "dfrange": 10.875,
+          "modindx": 0.166082974137931,
+          "label": "female"
+        }
+      },
+      {
+        "scenario_id": "266",
+        "features": {
+          "meanfreq": 0.207655481811875,
+          "sd": 0.0367951023010259,
+          "median": 0.207221510883483,
+          "Q25": 0.18033290653009,
+          "Q75": 0.241638924455826,
+          "IQR": 0.0613060179257362,
+          "skew": 3.01827651567591,
+          "kurt": 14.9920574610016,
+          "sp.ent": 0.853425917317213,
+          "sfm": 0.192300117940471,
+          "mode": 0.241997439180538,
+          "centroid": 0.207655481811875,
+          "meanfun": 0.168291875504344,
+          "minfun": 0.047244094488189,
+          "maxfun": 0.271186440677966,
+          "meandom": 1.29641544117647,
+          "mindom": 0.0234375,
+          "maxdom": 7.546875,
+          "dfrange": 7.5234375,
+          "modindx": 0.116751628433871,
+          "label": "female"
+        }
+      },
+      {
+        "scenario_id": "267",
+        "features": {
+          "meanfreq": 0.217978585894304,
+          "sd": 0.0449160294341017,
+          "median": 0.215693779904306,
+          "Q25": 0.20140350877193,
+          "Q75": 0.252759170653908,
+          "IQR": 0.0513556618819777,
+          "skew": 2.07727872217809,
+          "kurt": 7.50204700481359,
+          "sp.ent": 0.862451596346085,
+          "sfm": 0.273082093227282,
+          "mode": 0.198724082934609,
+          "centroid": 0.217978585894304,
+          "meanfun": 0.175742693441998,
+          "minfun": 0.0486322188449848,
+          "maxfun": 0.272727272727273,
+          "meandom": 1.06822916666667,
+          "mindom": 0.0234375,
+          "maxdom": 5.7890625,
+          "dfrange": 5.765625,
+          "modindx": 0.0859756097560976,
+          "label": "female"
+        }
+      },
+      {
+        "scenario_id": "268",
+        "features": {
+          "meanfreq": 0.186150408002868,
+          "sd": 0.0559034118454611,
+          "median": 0.18956204379562,
+          "Q25": 0.142043795620438,
+          "Q75": 0.235547445255474,
+          "IQR": 0.0935036496350365,
+          "skew": 0.851721562315098,
+          "kurt": 2.90099547695059,
+          "sp.ent": 0.924422289417706,
+          "sfm": 0.444776220249347,
+          "mode": 0.153284671532847,
+          "centroid": 0.186150408002868,
+          "meanfun": 0.128891059395886,
+          "minfun": 0.0472906403940887,
+          "maxfun": 0.275862068965517,
+          "meandom": 1.29856418918919,
+          "mindom": 0.0234375,
+          "maxdom": 8.9296875,
+          "dfrange": 8.90625,
+          "modindx": 0.165460526315789,
+          "label": "male"
+        }
+      },
+      {
+        "scenario_id": "270",
+        "features": {
+          "meanfreq": 0.195192957404861,
+          "sd": 0.060882598602113,
+          "median": 0.207221510883483,
+          "Q25": 0.136235595390525,
+          "Q75": 0.250601792573624,
+          "IQR": 0.114366197183099,
+          "skew": 1.90440420155893,
+          "kurt": 6.72939105896896,
+          "sp.ent": 0.895848803617801,
+          "sfm": 0.358281420837977,
+          "mode": 0.247733674775928,
+          "centroid": 0.195192957404861,
+          "meanfun": 0.135050060755138,
+          "minfun": 0.0469667318982388,
+          "maxfun": 0.27906976744186,
+          "meandom": 1.44886363636364,
+          "mindom": 0.0234375,
+          "maxdom": 10.078125,
+          "dfrange": 10.0546875,
+          "modindx": 0.115598687027258,
+          "label": "male"
+        }
+      },
+      {
+        "scenario_id": "271",
+        "features": {
+          "meanfreq": 0.0888313131625431,
+          "sd": 0.0698268738783501,
+          "median": 0.0701667460695569,
+          "Q25": 0.0274797522629824,
+          "Q75": 0.143401619818961,
+          "IQR": 0.115921867555979,
+          "skew": 1.87849944433529,
+          "kurt": 7.40655545676907,
+          "sp.ent": 0.949350638234094,
+          "sfm": 0.625181224343422,
+          "mode": 0.006136255359695,
+          "centroid": 0.0888313131625431,
+          "meanfun": 0.155144580637707,
+          "minfun": 0.0171858216970999,
+          "maxfun": 0.271186440677966,
+          "meandom": 0.215297965116279,
+          "mindom": 0.0078125,
+          "maxdom": 0.640625,
+          "dfrange": 0.6328125,
+          "modindx": 0.394459500150557,
+          "label": "female"
+        }
+      },
+      {
+        "scenario_id": "275",
+        "features": {
+          "meanfreq": 0.186393472215689,
+          "sd": 0.0578360497257562,
+          "median": 0.198858397365532,
+          "Q25": 0.13615806805708,
+          "Q75": 0.228364434687157,
+          "IQR": 0.0922063666300768,
+          "skew": 1.21877362596347,
+          "kurt": 4.34060634433878,
+          "sp.ent": 0.927702479196943,
+          "sfm": 0.37746680187613,
+          "mode": 0.218836443468716,
+          "centroid": 0.186393472215689,
+          "meanfun": 0.118711082615157,
+          "minfun": 0.0471050049067713,
+          "maxfun": 0.277456647398844,
+          "meandom": 0.894460227272727,
+          "mindom": 0.0234375,
+          "maxdom": 7.21875,
+          "dfrange": 7.1953125,
+          "modindx": 0.0613348118372722,
+          "label": "male"
+        }
+      },
+      {
+        "scenario_id": "276",
+        "features": {
+          "meanfreq": 0.227956809567199,
+          "sd": 0.03037779911987,
+          "median": 0.230337837837838,
+          "Q25": 0.213310810810811,
+          "Q75": 0.248310810810811,
+          "IQR": 0.035,
+          "skew": 1.81562171546742,
+          "kurt": 5.28104429616457,
+          "sp.ent": 0.829810142306052,
+          "sfm": 0.152393941350043,
+          "mode": 0.233648648648649,
+          "centroid": 0.227956809567199,
+          "meanfun": 0.174080114147142,
+          "minfun": 0.047244094488189,
+          "maxfun": 0.27906976744186,
+          "meandom": 1.56233377659574,
+          "mindom": 0.0234375,
+          "maxdom": 10.078125,
+          "dfrange": 10.0546875,
+          "modindx": 0.0974876974876975,
+          "label": "female"
+        }
+      },
+      {
+        "scenario_id": "281",
+        "features": {
+          "meanfreq": 0.219733824571653,
+          "sd": 0.0337018292277246,
+          "median": 0.217826771653543,
+          "Q25": 0.200629921259843,
+          "Q75": 0.246047244094488,
+          "IQR": 0.0454173228346457,
+          "skew": 1.63998707811529,
+          "kurt": 5.01508260733789,
+          "sp.ent": 0.853801942850252,
+          "sfm": 0.187255423660546,
+          "mode": 0.200188976377953,
+          "centroid": 0.219733824571653,
+          "meanfun": 0.179655248534404,
+          "minfun": 0.047244094488189,
+          "maxfun": 0.27906976744186,
+          "meandom": 1.57366071428571,
+          "mindom": 0.0234375,
+          "maxdom": 9.6328125,
+          "dfrange": 9.609375,
+          "modindx": 0.13145325203252,
+          "label": "female"
+        }
+      },
+      {
+        "scenario_id": "283",
+        "features": {
+          "meanfreq": 0.130536602629431,
+          "sd": 0.0853656850592624,
+          "median": 0.127362086258776,
+          "Q25": 0.0509729187562688,
+          "Q75": 0.209648946840522,
+          "IQR": 0.158676028084253,
+          "skew": 1.64924586104132,
+          "kurt": 6.03450318141584,
+          "sp.ent": 0.957992790033579,
+          "sfm": 0.698752994192385,
+          "mode": 0.121745235707121,
+          "centroid": 0.130536602629431,
+          "meanfun": 0.131858634619419,
+          "minfun": 0.0190930787589499,
+          "maxfun": 0.242424242424242,
+          "meandom": 0.878605769230769,
+          "mindom": 0.0078125,
+          "maxdom": 4.59375,
+          "dfrange": 4.5859375,
+          "modindx": 0.20442930153322,
+          "label": "male"
+        }
+      },
+      {
+        "scenario_id": "284",
+        "features": {
+          "meanfreq": 0.181555986623769,
+          "sd": 0.0659294317491506,
+          "median": 0.191240428790199,
+          "Q25": 0.131209800918836,
+          "Q75": 0.23583460949464,
+          "IQR": 0.104624808575804,
+          "skew": 2.25415082323795,
+          "kurt": 9.78298560540844,
+          "sp.ent": 0.926799663746238,
+          "sfm": 0.547278864193978,
+          "mode": 0.230689127105666,
+          "centroid": 0.181555986623769,
+          "meanfun": 0.149405943223662,
+          "minfun": 0.0469208211143695,
+          "maxfun": 0.277456647398844,
+          "meandom": 0.8912109375,
+          "mindom": 0.0234375,
+          "maxdom": 5.015625,
+          "dfrange": 4.9921875,
+          "modindx": 0.194195475885617,
+          "label": "male"
+        }
+      },
+      {
+        "scenario_id": "286",
+        "features": {
+          "meanfreq": 0.235297222790653,
+          "sd": 0.0304039110720762,
+          "median": 0.237710651828299,
+          "Q25": 0.220349761526232,
+          "Q75": 0.255516693163752,
+          "IQR": 0.0351669316375199,
+          "skew": 1.74569931104679,
+          "kurt": 5.1428531073995,
+          "sp.ent": 0.826121660941262,
+          "sfm": 0.12933839235201,
+          "mode": 0.220349761526232,
+          "centroid": 0.235297222790653,
+          "meanfun": 0.17899366409106,
+          "minfun": 0.0474308300395257,
+          "maxfun": 0.27906976744186,
+          "meandom": 2.51544331395349,
+          "mindom": 0.0234375,
+          "maxdom": 10.7109375,
+          "dfrange": 10.6875,
+          "modindx": 0.158605974395448,
+          "label": "female"
+        }
+      },
+      {
+        "scenario_id": "288",
+        "features": {
+          "meanfreq": 0.185433437418597,
+          "sd": 0.0278725024824166,
+          "median": 0.180916271721959,
+          "Q25": 0.172069510268562,
+          "Q75": 0.200379146919431,
+          "IQR": 0.0283096366508689,
+          "skew": 2.87083706013916,
+          "kurt": 11.7005016714942,
+          "sp.ent": 0.793607005034901,
+          "sfm": 0.157988598838907,
+          "mode": 0.175165876777251,
+          "centroid": 0.185433437418597,
+          "meanfun": 0.163497440739752,
+          "minfun": 0.0399002493765586,
+          "maxfun": 0.225352112676056,
+          "meandom": 0.975520833333333,
+          "mindom": 0.171875,
+          "maxdom": 3.65625,
+          "dfrange": 3.484375,
+          "modindx": 0.24791800128123,
+          "label": "female"
+        }
+      },
+      {
+        "scenario_id": "290",
+        "features": {
+          "meanfreq": 0.185771053009464,
+          "sd": 0.0578330742247451,
+          "median": 0.190595065312046,
+          "Q25": 0.143047895500726,
+          "Q75": 0.229608127721335,
+          "IQR": 0.0865602322206096,
+          "skew": 1.77185461613855,
+          "kurt": 7.49220529734899,
+          "sp.ent": 0.925754701162847,
+          "sfm": 0.482850865926171,
+          "mode": 0.220261248185776,
+          "centroid": 0.185771053009464,
+          "meanfun": 0.1371891845231,
+          "minfun": 0.0469208211143695,
+          "maxfun": 0.275862068965517,
+          "meandom": 1.46658909574468,
+          "mindom": 0.0234375,
+          "maxdom": 6.421875,
+          "dfrange": 6.3984375,
+          "modindx": 0.117662824979898,
+          "label": "male"
+        }
+      },
+      {
+        "scenario_id": "291",
+        "features": {
+          "meanfreq": 0.198872415439805,
+          "sd": 0.06988339023993,
+          "median": 0.222787550744249,
+          "Q25": 0.186414073071719,
+          "Q75": 0.247036535859269,
+          "IQR": 0.0606224627875507,
+          "skew": 1.42885187232647,
+          "kurt": 4.06495643203802,
+          "sp.ent": 0.924548104778137,
+          "sfm": 0.509935537616956,
+          "mode": 0.215588633288227,
+          "centroid": 0.198872415439805,
+          "meanfun": 0.181328563791654,
+          "minfun": 0.0470127326150832,
+          "maxfun": 0.27906976744186,
+          "meandom": 0.859525240384615,
+          "mindom": 0.0234375,
+          "maxdom": 4.5234375,
+          "dfrange": 4.5,
+          "modindx": 0.105412137681159,
+          "label": "female"
+        }
+      },
+      {
+        "scenario_id": "297",
+        "features": {
+          "meanfreq": 0.195861256126994,
+          "sd": 0.0411700712898419,
+          "median": 0.194160583941606,
+          "Q25": 0.163503649635036,
+          "Q75": 0.235036496350365,
+          "IQR": 0.0715328467153285,
+          "skew": 1.44929048437497,
+          "kurt": 4.5650298209764,
+          "sp.ent": 0.881690828285851,
+          "sfm": 0.242618247800929,
+          "mode": 0.168613138686131,
+          "centroid": 0.195861256126994,
+          "meanfun": 0.158902794579626,
+          "minfun": 0.0478564307078764,
+          "maxfun": 0.27906976744186,
+          "meandom": 1.49263392857143,
+          "mindom": 0.0234375,
+          "maxdom": 7.734375,
+          "dfrange": 7.7109375,
+          "modindx": 0.0948537889110156,
+          "label": "female"
+        }
+      },
+      {
+        "scenario_id": "298",
+        "features": {
+          "meanfreq": 0.114828111362596,
+          "sd": 0.0844280714419871,
+          "median": 0.0886177311725453,
+          "Q25": 0.0440419447092469,
+          "Q75": 0.179904671115348,
+          "IQR": 0.135862726406101,
+          "skew": 1.02111245367685,
+          "kurt": 3.81197100868381,
+          "sp.ent": 0.969638311498128,
+          "sfm": 0.774733956897712,
+          "mode": 0.0224213536701621,
+          "centroid": 0.114828111362596,
+          "meanfun": 0.191768225695928,
+          "minfun": 0.16,
+          "maxfun": 0.275862068965517,
+          "meandom": 0.556525735294118,
+          "mindom": 0.0234375,
+          "maxdom": 5.1015625,
+          "dfrange": 5.078125,
+          "modindx": 0.155865384615385,
+          "label": "female"
+        }
+      },
+      {
+        "scenario_id": "300",
+        "features": {
+          "meanfreq": 0.187146906823677,
+          "sd": 0.0594584352005466,
+          "median": 0.19823599523242,
+          "Q25": 0.13015494636472,
+          "Q75": 0.227938021454112,
+          "IQR": 0.0977830750893922,
+          "skew": 1.18741385393018,
+          "kurt": 4.0017341468499,
+          "sp.ent": 0.925742379080513,
+          "sfm": 0.428130389548434,
+          "mode": 0.198569725864124,
+          "centroid": 0.187146906823677,
+          "meanfun": 0.123697995898981,
+          "minfun": 0.0475247524752475,
+          "maxfun": 0.277456647398844,
+          "meandom": 0.454385080645161,
+          "mindom": 0.0234375,
+          "maxdom": 1.8046875,
+          "dfrange": 1.78125,
+          "modindx": 0.142468239564428,
+          "label": "male"
+        }
+      },
+      {
+        "scenario_id": "302",
+        "features": {
+          "meanfreq": 0.192339818175447,
+          "sd": 0.058945355930583,
+          "median": 0.200636942675159,
+          "Q25": 0.14,
+          "Q75": 0.24135881104034,
+          "IQR": 0.10135881104034,
+          "skew": 0.926596076124285,
+          "kurt": 3.04523637143675,
+          "sp.ent": 0.930679363384369,
+          "sfm": 0.425201228552791,
+          "mode": 0.272569002123142,
+          "centroid": 0.192339818175447,
+          "meanfun": 0.134244149720656,
+          "minfun": 0.0469208211143695,
+          "maxfun": 0.27906976744186,
+          "meandom": 1.71433971774194,
+          "mindom": 0.0234375,
+          "maxdom": 8.8125,
+          "dfrange": 8.7890625,
+          "modindx": 0.115456790123457,
+          "label": "male"
+        }
+      },
+      {
+        "scenario_id": "305",
+        "features": {
+          "meanfreq": 0.135052913878465,
+          "sd": 0.0720951469733061,
+          "median": 0.112927012791573,
+          "Q25": 0.0876448457486832,
+          "Q75": 0.200361173814898,
+          "IQR": 0.112716328066215,
+          "skew": 3.42177943711039,
+          "kurt": 19.133217298205,
+          "sp.ent": 0.94841734740265,
+          "sfm": 0.682987712276421,
+          "mode": 0.102603461249059,
+          "centroid": 0.135052913878465,
+          "meanfun": 0.0907510578606786,
+          "minfun": 0.0172413793103448,
+          "maxfun": 0.2,
+          "meandom": 0.6153125,
+          "mindom": 0.015625,
+          "maxdom": 4.4453125,
+          "dfrange": 4.4296875,
+          "modindx": 0.217151675485009,
+          "label": "male"
+        }
+      },
+      {
+        "scenario_id": "308",
+        "features": {
+          "meanfreq": 0.156605509761949,
+          "sd": 0.0602948392779673,
+          "median": 0.166609775019395,
+          "Q25": 0.102094647013189,
+          "Q75": 0.206361520558573,
+          "IQR": 0.104266873545384,
+          "skew": 3.43785870695015,
+          "kurt": 17.6256667582809,
+          "sp.ent": 0.898750554546614,
+          "sfm": 0.466106095488165,
+          "mode": 0.102311869666408,
+          "centroid": 0.156605509761949,
+          "meanfun": 0.10187241368228,
+          "minfun": 0.0130208333333333,
+          "maxfun": 0.232558139534884,
+          "meandom": 0.552423650568182,
+          "mindom": 0.0927734375,
+          "maxdom": 0.7421875,
+          "dfrange": 0.6494140625,
+          "modindx": 0.215896885069817,
+          "label": "male"
+        }
+      },
+      {
+        "scenario_id": "309",
+        "features": {
+          "meanfreq": 0.152846475494878,
+          "sd": 0.0701845657131918,
+          "median": 0.174979988564894,
+          "Q25": 0.115906232132647,
+          "Q75": 0.200114351057747,
+          "IQR": 0.0842081189251,
+          "skew": 2.31475930686973,
+          "kurt": 8.8402415588208,
+          "sp.ent": 0.953125234046086,
+          "sfm": 0.714829575245683,
+          "mode": 0.200914808461978,
+          "centroid": 0.152846475494878,
+          "meanfun": 0.179050677697413,
+          "minfun": 0.0167014613778706,
+          "maxfun": 0.271186440677966,
+          "meandom": 0.801930147058823,
+          "mindom": 0.0078125,
+          "maxdom": 6.1015625,
+          "dfrange": 6.09375,
+          "modindx": 0.152924679487179,
+          "label": "male"
+        }
+      },
+      {
+        "scenario_id": "311",
+        "features": {
+          "meanfreq": 0.213498294490072,
+          "sd": 0.0391408963399377,
+          "median": 0.213800350262697,
+          "Q25": 0.198108581436077,
+          "Q75": 0.231943957968476,
+          "IQR": 0.0338353765323993,
+          "skew": 2.25808026838391,
+          "kurt": 8.13036542502334,
+          "sp.ent": 0.85045517655281,
+          "sfm": 0.254007588173054,
+          "mode": 0.199579684763573,
+          "centroid": 0.213498294490072,
+          "meanfun": 0.161832683030447,
+          "minfun": 0.0476190476190476,
+          "maxfun": 0.277456647398844,
+          "meandom": 0.720982142857143,
+          "mindom": 0.0234375,
+          "maxdom": 3.7734375,
+          "dfrange": 3.75,
+          "modindx": 0.133388157894737,
+          "label": "female"
+        }
+      },
+      {
+        "scenario_id": "313",
+        "features": {
+          "meanfreq": 0.15503931738569,
+          "sd": 0.0605430255648503,
+          "median": 0.129153754469607,
+          "Q25": 0.108295589988081,
+          "Q75": 0.215756853396901,
+          "IQR": 0.10746126340882,
+          "skew": 2.75562093945885,
+          "kurt": 12.9211248920193,
+          "sp.ent": 0.918165894400606,
+          "sfm": 0.467465017489177,
+          "mode": 0.113468414779499,
+          "centroid": 0.15503931738569,
+          "meanfun": 0.114618346302328,
+          "minfun": 0.0423728813559322,
+          "maxfun": 0.217391304347826,
+          "meandom": 0.560037364130435,
+          "mindom": 0.107421875,
+          "maxdom": 0.888671875,
+          "dfrange": 0.78125,
+          "modindx": 0.40234375,
+          "label": "male"
+        }
+      },
+      {
+        "scenario_id": "314",
+        "features": {
+          "meanfreq": 0.182069978325453,
+          "sd": 0.0578765563147938,
+          "median": 0.191935483870968,
+          "Q25": 0.120806451612903,
+          "Q75": 0.220537634408602,
+          "IQR": 0.0997311827956989,
+          "skew": 1.77664057131275,
+          "kurt": 6.10189606826726,
+          "sp.ent": 0.89901533281585,
+          "sfm": 0.331702984346265,
+          "mode": 0.185913978494624,
+          "centroid": 0.182069978325453,
+          "meanfun": 0.128235276730431,
+          "minfun": 0.0469208211143695,
+          "maxfun": 0.27906976744186,
+          "meandom": 1.13060461956522,
+          "mindom": 0.0234375,
+          "maxdom": 5.0859375,
+          "dfrange": 5.0625,
+          "modindx": 0.151967592592593,
+          "label": "male"
+        }
+      },
+      {
+        "scenario_id": "315",
+        "features": {
+          "meanfreq": 0.185174045584706,
+          "sd": 0.0385023021755074,
+          "median": 0.18103144654088,
+          "Q25": 0.166591194968553,
+          "Q75": 0.202867924528302,
+          "IQR": 0.0362767295597484,
+          "skew": 2.53103902519072,
+          "kurt": 9.33309989742621,
+          "sp.ent": 0.859676929204782,
+          "sfm": 0.290416358647794,
+          "mode": 0.17222641509434,
+          "centroid": 0.185174045584706,
+          "meanfun": 0.166094436977788,
+          "minfun": 0.0435967302452316,
+          "maxfun": 0.262295081967213,
+          "meandom": 0.746484375,
+          "mindom": 0.1640625,
+          "maxdom": 6.546875,
+          "dfrange": 6.3828125,
+          "modindx": 0.150486375056368,
+          "label": "female"
+        }
+      },
+      {
+        "scenario_id": "316",
+        "features": {
+          "meanfreq": 0.175181158095862,
+          "sd": 0.0759088584181587,
+          "median": 0.211125670041691,
+          "Q25": 0.108397855866587,
+          "Q75": 0.233138773079214,
+          "IQR": 0.124740917212627,
+          "skew": 2.65859578415014,
+          "kurt": 10.4677223182822,
+          "sp.ent": 0.940770036745265,
+          "sfm": 0.655593804346462,
+          "mode": 0.218129839189994,
+          "centroid": 0.175181158095862,
+          "meanfun": 0.186196325047731,
+          "minfun": 0.0189349112426036,
+          "maxfun": 0.275862068965517,
+          "meandom": 0.180059523809524,
+          "mindom": 0.0078125,
+          "maxdom": 0.28125,
+          "dfrange": 0.2734375,
+          "modindx": 0.291575091575092,
+          "label": "female"
+        }
+      },
+      {
+        "scenario_id": "322",
+        "features": {
+          "meanfreq": 0.188718626051724,
+          "sd": 0.0262357218474007,
+          "median": 0.189836477987421,
+          "Q25": 0.176100628930818,
+          "Q75": 0.201459119496855,
+          "IQR": 0.0253584905660377,
+          "skew": 2.61582786405789,
+          "kurt": 9.60340084441662,
+          "sp.ent": 0.806330948818179,
+          "sfm": 0.153017873692079,
+          "mode": 0.188427672955975,
+          "centroid": 0.188718626051724,
+          "meanfun": 0.180615595765254,
+          "minfun": 0.0260586319218241,
+          "maxfun": 0.246153846153846,
+          "meandom": 0.491796875,
+          "mindom": 0.1640625,
+          "maxdom": 6.1796875,
+          "dfrange": 6.015625,
+          "modindx": 0.106493506493506,
+          "label": "female"
+        }
+      },
+      {
+        "scenario_id": "325",
+        "features": {
+          "meanfreq": 0.184244560895385,
+          "sd": 0.0612420140211161,
+          "median": 0.195111111111111,
+          "Q25": 0.124,
+          "Q75": 0.236888888888889,
+          "IQR": 0.112888888888889,
+          "skew": 0.727082560795472,
+          "kurt": 2.74280342352115,
+          "sp.ent": 0.939729653888708,
+          "sfm": 0.504382747087322,
+          "mode": 0.239111111111111,
+          "centroid": 0.184244560895385,
+          "meanfun": 0.116962865829277,
+          "minfun": 0.0469667318982388,
+          "maxfun": 0.27906976744186,
+          "meandom": 1.11582880434783,
+          "mindom": 0.0234375,
+          "maxdom": 12.0234375,
+          "dfrange": 12.0,
+          "modindx": 0.0948195684523809,
+          "label": "male"
+        }
+      },
+      {
+        "scenario_id": "327",
+        "features": {
+          "meanfreq": 0.233652025642724,
+          "sd": 0.0323797974033195,
+          "median": 0.234029850746269,
+          "Q25": 0.223582089552239,
+          "Q75": 0.249910447761194,
+          "IQR": 0.0263283582089552,
+          "skew": 2.91033734967693,
+          "kurt": 12.0499142003417,
+          "sp.ent": 0.794284267001412,
+          "sfm": 0.145933857180294,
+          "mode": 0.234029850746269,
+          "centroid": 0.233652025642724,
+          "meanfun": 0.193572168002854,
+          "minfun": 0.0471050049067713,
+          "maxfun": 0.27906976744186,
+          "meandom": 1.0434375,
+          "mindom": 0.0234375,
+          "maxdom": 10.359375,
+          "dfrange": 10.3359375,
+          "modindx": 0.0724176195300815,
+          "label": "female"
+        }
+      },
+      {
+        "scenario_id": "328",
+        "features": {
+          "meanfreq": 0.193605245558082,
+          "sd": 0.034647315140938,
+          "median": 0.184615384615385,
+          "Q25": 0.175769230769231,
+          "Q75": 0.22,
+          "IQR": 0.0442307692307692,
+          "skew": 3.06233563110716,
+          "kurt": 14.9756245715672,
+          "sp.ent": 0.846290674319898,
+          "sfm": 0.212338104666305,
+          "mode": 0.181923076923077,
+          "centroid": 0.193605245558082,
+          "meanfun": 0.181072955552932,
+          "minfun": 0.0483870967741936,
+          "maxfun": 0.27906976744186,
+          "meandom": 1.27205882352941,
+          "mindom": 0.0234375,
+          "maxdom": 9.609375,
+          "dfrange": 9.5859375,
+          "modindx": 0.0786037559173906,
+          "label": "female"
+        }
+      },
+      {
+        "scenario_id": "333",
+        "features": {
+          "meanfreq": 0.232943235211659,
+          "sd": 0.0344954723497062,
+          "median": 0.236161616161616,
+          "Q25": 0.222020202020202,
+          "Q75": 0.251010101010101,
+          "IQR": 0.028989898989899,
+          "skew": 2.26662561094802,
+          "kurt": 7.35678384053223,
+          "sp.ent": 0.813033102829497,
+          "sfm": 0.162505692197907,
+          "mode": 0.247828282828283,
+          "centroid": 0.232943235211659,
+          "meanfun": 0.191420503346952,
+          "minfun": 0.0470127326150832,
+          "maxfun": 0.27906976744186,
+          "meandom": 1.53125,
+          "mindom": 0.234375,
+          "maxdom": 8.71875,
+          "dfrange": 8.484375,
+          "modindx": 0.133170019806109,
+          "label": "female"
+        }
+      },
+      {
+        "scenario_id": "334",
+        "features": {
+          "meanfreq": 0.19117354918681,
+          "sd": 0.0336220606325505,
+          "median": 0.195240083507307,
+          "Q25": 0.179457202505219,
+          "Q75": 0.204008350730689,
+          "IQR": 0.0245511482254697,
+          "skew": 3.38856179497655,
+          "kurt": 16.6998867997051,
+          "sp.ent": 0.824507766477542,
+          "sfm": 0.227180389522972,
+          "mode": 0.196409185803758,
+          "centroid": 0.19117354918681,
+          "meanfun": 0.184621486439848,
+          "minfun": 0.0245022970903522,
+          "maxfun": 0.275862068965517,
+          "meandom": 0.458333333333333,
+          "mindom": 0.0078125,
+          "maxdom": 6.546875,
+          "dfrange": 6.5390625,
+          "modindx": 0.0874240299205236,
+          "label": "female"
+        }
+      },
+      {
+        "scenario_id": "335",
+        "features": {
+          "meanfreq": 0.199137654873531,
+          "sd": 0.0587237379311004,
+          "median": 0.217777777777778,
+          "Q25": 0.135452991452991,
+          "Q75": 0.246495726495727,
+          "IQR": 0.111042735042735,
+          "skew": 1.14977022038825,
+          "kurt": 3.46009401637237,
+          "sp.ent": 0.901842237417053,
+          "sfm": 0.316277876614438,
+          "mode": 0.223521367521368,
+          "centroid": 0.199137654873531,
+          "meanfun": 0.141118885609585,
+          "minfun": 0.0482412060301508,
+          "maxfun": 0.277456647398844,
+          "meandom": 1.05357142857143,
+          "mindom": 0.0234375,
+          "maxdom": 9.3984375,
+          "dfrange": 9.375,
+          "modindx": 0.101756756756757,
+          "label": "male"
+        }
+      },
+      {
+        "scenario_id": "342",
+        "features": {
+          "meanfreq": 0.172242859489748,
+          "sd": 0.0548064682338022,
+          "median": 0.188347457627119,
+          "Q25": 0.127245762711864,
+          "Q75": 0.203177966101695,
+          "IQR": 0.0759322033898305,
+          "skew": 4.80577264759603,
+          "kurt": 30.7509597580315,
+          "sp.ent": 0.87592654665763,
+          "sfm": 0.342791542599305,
+          "mode": 0.189533898305085,
+          "centroid": 0.172242859489748,
+          "meanfun": 0.094400515977296,
+          "minfun": 0.0222841225626741,
+          "maxfun": 0.210526315789474,
+          "meandom": 0.241365131578947,
+          "mindom": 0.0078125,
+          "maxdom": 0.828125,
+          "dfrange": 0.8203125,
+          "modindx": 0.269642857142857,
+          "label": "male"
+        }
+      },
+      {
+        "scenario_id": "344",
+        "features": {
+          "meanfreq": 0.209656213599806,
+          "sd": 0.0429910818868858,
+          "median": 0.216214953271028,
+          "Q25": 0.20803738317757,
+          "Q75": 0.226191588785047,
+          "IQR": 0.0181542056074766,
+          "skew": 3.84672331368085,
+          "kurt": 20.0261803798441,
+          "sp.ent": 0.834913401533653,
+          "sfm": 0.248627309344792,
+          "mode": 0.214742990654206,
+          "centroid": 0.209656213599806,
+          "meanfun": 0.21465428562725,
+          "minfun": 0.0819672131147541,
+          "maxfun": 0.263157894736842,
+          "meandom": 0.359375,
+          "mindom": 0.21484375,
+          "maxdom": 0.83984375,
+          "dfrange": 0.625,
+          "modindx": 0.32421875,
+          "label": "female"
+        }
+      },
+      {
+        "scenario_id": "350",
+        "features": {
+          "meanfreq": 0.138336323031331,
+          "sd": 0.0856926548320765,
+          "median": 0.126747891283974,
+          "Q25": 0.0608809746954077,
+          "Q75": 0.238669165885661,
+          "IQR": 0.177788191190253,
+          "skew": 2.66828600274031,
+          "kurt": 13.514606666486,
+          "sp.ent": 0.943046922337863,
+          "sfm": 0.611900029071177,
+          "mode": 0.125042174320525,
+          "centroid": 0.138336323031331,
+          "meanfun": 0.138232927125253,
+          "minfun": 0.016359918200409,
+          "maxfun": 0.275862068965517,
+          "meandom": 1.10621279761905,
+          "mindom": 0.0078125,
+          "maxdom": 4.421875,
+          "dfrange": 4.4140625,
+          "modindx": 0.230973451327434,
+          "label": "male"
+        }
+      },
+      {
+        "scenario_id": "352",
+        "features": {
+          "meanfreq": 0.136619900905995,
+          "sd": 0.0901570605176864,
+          "median": 0.126277712952159,
+          "Q25": 0.0498249708284714,
+          "Q75": 0.225764294049008,
+          "IQR": 0.175939323220537,
+          "skew": 1.12268790740991,
+          "kurt": 3.8223793947426,
+          "sp.ent": 0.961351375944993,
+          "sfm": 0.704402570983424,
+          "mode": 0.0063710618436406,
+          "centroid": 0.136619900905995,
+          "meanfun": 0.104033219402421,
+          "minfun": 0.0176795580110497,
+          "maxfun": 0.262295081967213,
+          "meandom": 0.170691287878788,
+          "mindom": 0.0078125,
+          "maxdom": 0.6875,
+          "dfrange": 0.6796875,
+          "modindx": 0.210344827586207,
+          "label": "male"
+        }
+      },
+      {
+        "scenario_id": "353",
+        "features": {
+          "meanfreq": 0.192676717697396,
+          "sd": 0.0704937912619223,
+          "median": 0.215169660678643,
+          "Q25": 0.17688622754491,
+          "Q75": 0.241437125748503,
+          "IQR": 0.0645508982035928,
+          "skew": 2.16691713972365,
+          "kurt": 11.9484918030544,
+          "sp.ent": 0.917667141297756,
+          "sfm": 0.493544828697297,
+          "mode": 0.0500199600798403,
+          "centroid": 0.192676717697396,
+          "meanfun": 0.158243133671757,
+          "minfun": 0.0174291938997821,
+          "maxfun": 0.266666666666667,
+          "meandom": 0.188657407407407,
+          "mindom": 0.0390625,
+          "maxdom": 0.53125,
+          "dfrange": 0.4921875,
+          "modindx": 0.252747252747253,
+          "label": "female"
+        }
+      },
+      {
+        "scenario_id": "354",
+        "features": {
+          "meanfreq": 0.141404114569182,
+          "sd": 0.0648167091960256,
+          "median": 0.147186484730344,
+          "Q25": 0.128265107212476,
+          "Q75": 0.165743989603639,
+          "IQR": 0.0374788823911631,
+          "skew": 3.11301432771472,
+          "kurt": 14.5400196663225,
+          "sp.ent": 0.908986044461427,
+          "sfm": 0.51698546711136,
+          "mode": 0.147368421052632,
+          "centroid": 0.141404114569182,
+          "meanfun": 0.0919118518043564,
+          "minfun": 0.0156402737047898,
+          "maxfun": 0.228571428571429,
+          "meandom": 0.0848214285714286,
+          "mindom": 0.0078125,
+          "maxdom": 0.1796875,
+          "dfrange": 0.171875,
+          "modindx": 0.198447893569845,
+          "label": "female"
+        }
+      },
+      {
+        "scenario_id": "355",
+        "features": {
+          "meanfreq": 0.151657728488155,
+          "sd": 0.0784030051460707,
+          "median": 0.175977653631285,
+          "Q25": 0.081340782122905,
+          "Q75": 0.21840782122905,
+          "IQR": 0.137067039106145,
+          "skew": 7.99152515924933,
+          "kurt": 136.735774560024,
+          "sp.ent": 0.962921470184149,
+          "sfm": 0.759878121477489,
+          "mode": 0.0500558659217877,
+          "centroid": 0.151657728488155,
+          "meanfun": 0.140644436801766,
+          "minfun": 0.0160804020100502,
+          "maxfun": 0.258064516129032,
+          "meandom": 0.161258012820513,
+          "mindom": 0.0546875,
+          "maxdom": 0.578125,
+          "dfrange": 0.5234375,
+          "modindx": 0.285153181461115,
+          "label": "female"
+        }
+      },
+      {
+        "scenario_id": "357",
+        "features": {
+          "meanfreq": 0.124012865573775,
+          "sd": 0.0800191044579762,
+          "median": 0.1110440651052,
+          "Q25": 0.0531321953156014,
+          "Q75": 0.200635172687574,
+          "IQR": 0.147502977371973,
+          "skew": 1.36489084705267,
+          "kurt": 5.24851375067372,
+          "sp.ent": 0.971954732154876,
+          "sfm": 0.778156145360479,
+          "mode": 0.100484319174276,
+          "centroid": 0.124012865573775,
+          "meanfun": 0.108312456944087,
+          "minfun": 0.0171122994652406,
+          "maxfun": 0.271186440677966,
+          "meandom": 0.54296875,
+          "mindom": 0.0078125,
+          "maxdom": 6.0234375,
+          "dfrange": 6.015625,
+          "modindx": 0.143008154636062,
+          "label": "male"
+        }
+      },
+      {
+        "scenario_id": "360",
+        "features": {
+          "meanfreq": 0.139546332570653,
+          "sd": 0.0702477848558819,
+          "median": 0.12735542560104,
+          "Q25": 0.0884210526315789,
+          "Q75": 0.194853801169591,
+          "IQR": 0.106432748538012,
+          "skew": 2.11453734806424,
+          "kurt": 10.0704987976955,
+          "sp.ent": 0.964297684594763,
+          "sfm": 0.730375338530978,
+          "mode": 0.0953346328784925,
+          "centroid": 0.139546332570653,
+          "meanfun": 0.102370609327683,
+          "minfun": 0.0302457466918715,
+          "maxfun": 0.275862068965517,
+          "meandom": 0.426915322580645,
+          "mindom": 0.0234375,
+          "maxdom": 2.5234375,
+          "dfrange": 2.5,
+          "modindx": 0.169166666666667,
+          "label": "male"
+        }
+      },
+      {
+        "scenario_id": "362",
+        "features": {
+          "meanfreq": 0.143060223394683,
+          "sd": 0.0716366360126287,
+          "median": 0.164344926155312,
+          "Q25": 0.0921772272510719,
+          "Q75": 0.195292996665079,
+          "IQR": 0.103115769414007,
+          "skew": 2.28780374168966,
+          "kurt": 9.17574636899814,
+          "sp.ent": 0.935944114611429,
+          "sfm": 0.583080111524495,
+          "mode": 0.0967127203430205,
+          "centroid": 0.143060223394683,
+          "meanfun": 0.0985022531190077,
+          "minfun": 0.0168421052631579,
+          "maxfun": 0.262295081967213,
+          "meandom": 0.479724702380952,
+          "mindom": 0.0078125,
+          "maxdom": 4.8515625,
+          "dfrange": 4.84375,
+          "modindx": 0.160528673835125,
+          "label": "male"
+        }
+      },
+      {
+        "scenario_id": "367",
+        "features": {
+          "meanfreq": 0.20153062828426,
+          "sd": 0.0289592227928933,
+          "median": 0.200129659643436,
+          "Q25": 0.184700162074554,
+          "Q75": 0.214651539708266,
+          "IQR": 0.0299513776337115,
+          "skew": 2.4314965711629,
+          "kurt": 9.2745005702561,
+          "sp.ent": 0.834514896879929,
+          "sfm": 0.139868626643587,
+          "mode": 0.198314424635332,
+          "centroid": 0.20153062828426,
+          "meanfun": 0.170665073966362,
+          "minfun": 0.0469208211143695,
+          "maxfun": 0.272727272727273,
+          "meandom": 0.551846590909091,
+          "mindom": 0.1875,
+          "maxdom": 2.2265625,
+          "dfrange": 2.0390625,
+          "modindx": 0.141091954022989,
+          "label": "female"
+        }
+      },
+      {
+        "scenario_id": "372",
+        "features": {
+          "meanfreq": 0.187391060673439,
+          "sd": 0.0596586323446976,
+          "median": 0.202846054333765,
+          "Q25": 0.125692108667529,
+          "Q75": 0.235808538163001,
+          "IQR": 0.110116429495472,
+          "skew": 1.72260590310098,
+          "kurt": 6.69379871174734,
+          "sp.ent": 0.92324203768354,
+          "sfm": 0.464030970531569,
+          "mode": 0.23254851228978,
+          "centroid": 0.187391060673439,
+          "meanfun": 0.0986941569747834,
+          "minfun": 0.027972027972028,
+          "maxfun": 0.141592920353982,
+          "meandom": 0.324404761904762,
+          "mindom": 0.1640625,
+          "maxdom": 0.59375,
+          "dfrange": 0.4296875,
+          "modindx": 0.324545454545455,
+          "label": "male"
+        }
+      },
+      {
+        "scenario_id": "373",
+        "features": {
+          "meanfreq": 0.0597809849598081,
+          "sd": 0.0642412677031359,
+          "median": 0.032026913372582,
+          "Q25": 0.0150714886459209,
+          "Q75": 0.0901934398654331,
+          "IQR": 0.0751219512195122,
+          "skew": 12.8634618371626,
+          "kurt": 274.402905502067,
+          "sp.ent": 0.893369416700807,
+          "sfm": 0.491917766397811,
+          "mode": 0.0,
+          "centroid": 0.0597809849598081,
+          "meanfun": 0.084279106440321,
+          "minfun": 0.0157016683022571,
+          "maxfun": 0.275862068965517,
+          "meandom": 0.0078125,
+          "mindom": 0.0078125,
+          "maxdom": 0.0078125,
+          "dfrange": 0.0,
+          "modindx": 0.0,
+          "label": "male"
+        }
+      },
+      {
+        "scenario_id": "374",
+        "features": {
+          "meanfreq": 0.177761358319671,
+          "sd": 0.0610238116738538,
+          "median": 0.189946396664681,
+          "Q25": 0.158260869565217,
+          "Q75": 0.219297200714711,
+          "IQR": 0.0610363311494937,
+          "skew": 1.86929086381637,
+          "kurt": 8.16735721445913,
+          "sp.ent": 0.923166167261907,
+          "sfm": 0.488290393564468,
+          "mode": 0.0,
+          "centroid": 0.177761358319671,
+          "meanfun": 0.128825056695329,
+          "minfun": 0.0157946692991115,
+          "maxfun": 0.253968253968254,
+          "meandom": 0.115451388888889,
+          "mindom": 0.0078125,
+          "maxdom": 0.6015625,
+          "dfrange": 0.59375,
+          "modindx": 0.0904074702886248,
+          "label": "female"
+        }
+      },
+      {
+        "scenario_id": "375",
+        "features": {
+          "meanfreq": 0.145720764202885,
+          "sd": 0.0960299300971693,
+          "median": 0.14410835214447,
+          "Q25": 0.0686832204665162,
+          "Q75": 0.234913468773514,
+          "IQR": 0.166230248306998,
+          "skew": 10.4053022131906,
+          "kurt": 145.828427954644,
+          "sp.ent": 0.89450552542386,
+          "sfm": 0.460903059743691,
+          "mode": 0.0008427389014296,
+          "centroid": 0.145720764202885,
+          "meanfun": 0.111859288680247,
+          "minfun": 0.0162271805273834,
+          "maxfun": 0.219178082191781,
+          "meandom": 0.197916666666667,
+          "mindom": 0.0078125,
+          "maxdom": 0.6171875,
+          "dfrange": 0.609375,
+          "modindx": 0.2465483234714,
+          "label": "male"
+        }
+      },
+      {
+        "scenario_id": "377",
+        "features": {
+          "meanfreq": 0.179489929200821,
+          "sd": 0.0604267926295594,
+          "median": 0.181523500810373,
+          "Q25": 0.13387358184765,
+          "Q75": 0.225089141004862,
+          "IQR": 0.0912155591572123,
+          "skew": 1.51397189614924,
+          "kurt": 5.99554180540149,
+          "sp.ent": 0.927289786419794,
+          "sfm": 0.447723288068853,
+          "mode": 0.177439222042139,
+          "centroid": 0.179489929200821,
+          "meanfun": 0.121192595990153,
+          "minfun": 0.0476663356504469,
+          "maxfun": 0.272727272727273,
+          "meandom": 0.690588662790698,
+          "mindom": 0.0234375,
+          "maxdom": 4.546875,
+          "dfrange": 4.5234375,
+          "modindx": 0.113716934824107,
+          "label": "male"
+        }
+      },
+      {
+        "scenario_id": "382",
+        "features": {
+          "meanfreq": 0.18765028540148,
+          "sd": 0.032121355935044,
+          "median": 0.184712041884817,
+          "Q25": 0.175329842931937,
+          "Q75": 0.208460732984293,
+          "IQR": 0.033130890052356,
+          "skew": 3.25721108047782,
+          "kurt": 15.6191838648535,
+          "sp.ent": 0.826432661301498,
+          "sfm": 0.222244999360284,
+          "mode": 0.179434554973822,
+          "centroid": 0.18765028540148,
+          "meanfun": 0.173670159733204,
+          "minfun": 0.0257234726688103,
+          "maxfun": 0.258064516129032,
+          "meandom": 0.668294270833333,
+          "mindom": 0.1640625,
+          "maxdom": 6.703125,
+          "dfrange": 6.5390625,
+          "modindx": 0.108513843436705,
+          "label": "female"
+        }
+      },
+      {
+        "scenario_id": "383",
+        "features": {
+          "meanfreq": 0.131780893920099,
+          "sd": 0.0851439297527934,
+          "median": 0.157156862745098,
+          "Q25": 0.0420915032679739,
+          "Q75": 0.195816993464052,
+          "IQR": 0.153725490196078,
+          "skew": 1.85545779428667,
+          "kurt": 7.58143954631939,
+          "sp.ent": 0.96209304786379,
+          "sfm": 0.738187336006642,
+          "mode": 0.174313725490196,
+          "centroid": 0.131780893920099,
+          "meanfun": 0.17196058421944,
+          "minfun": 0.026578073089701,
+          "maxfun": 0.262295081967213,
+          "meandom": 1.04427083333333,
+          "mindom": 0.0078125,
+          "maxdom": 4.953125,
+          "dfrange": 4.9453125,
+          "modindx": 0.190488068512514,
+          "label": "female"
+        }
+      },
+      {
+        "scenario_id": "384",
+        "features": {
+          "meanfreq": 0.203381045591161,
+          "sd": 0.0568882478164674,
+          "median": 0.22745501285347,
+          "Q25": 0.150437017994859,
+          "Q75": 0.245809768637532,
+          "IQR": 0.0953727506426735,
+          "skew": 1.96735523196846,
+          "kurt": 7.08190598184199,
+          "sp.ent": 0.903996405338361,
+          "sfm": 0.381190116140936,
+          "mode": 0.240411311053985,
+          "centroid": 0.203381045591161,
+          "meanfun": 0.126410707477429,
+          "minfun": 0.0475718533201189,
+          "maxfun": 0.27906976744186,
+          "meandom": 0.9703125,
+          "mindom": 0.0234375,
+          "maxdom": 7.21875,
+          "dfrange": 7.1953125,
+          "modindx": 0.0997854929689362,
+          "label": "male"
+        }
+      },
+      {
+        "scenario_id": "385",
+        "features": {
+          "meanfreq": 0.162438929703756,
+          "sd": 0.0599440882265267,
+          "median": 0.167797101449275,
+          "Q25": 0.109971014492754,
+          "Q75": 0.208376811594203,
+          "IQR": 0.0984057971014493,
+          "skew": 1.12345437830647,
+          "kurt": 4.10840613325852,
+          "sp.ent": 0.949240142666197,
+          "sfm": 0.607524026764539,
+          "mode": 0.0959710144927536,
+          "centroid": 0.162438929703756,
+          "meanfun": 0.0959713571731734,
+          "minfun": 0.0170212765957447,
+          "maxfun": 0.210526315789474,
+          "meandom": 0.986979166666667,
+          "mindom": 0.078125,
+          "maxdom": 6.8671875,
+          "dfrange": 6.7890625,
+          "modindx": 0.227420680585238,
+          "label": "male"
+        }
+      },
+      {
+        "scenario_id": "391",
+        "features": {
+          "meanfreq": 0.158040154323834,
+          "sd": 0.0606396771475706,
+          "median": 0.163174603174603,
+          "Q25": 0.103703703703704,
+          "Q75": 0.206772486772487,
+          "IQR": 0.103068783068783,
+          "skew": 3.04615513452666,
+          "kurt": 15.1977632574797,
+          "sp.ent": 0.914716617929945,
+          "sfm": 0.493013250173062,
+          "mode": 0.100952380952381,
+          "centroid": 0.158040154323834,
+          "meanfun": 0.103934141766335,
+          "minfun": 0.0340136054421769,
+          "maxfun": 0.166666666666667,
+          "meandom": 0.646306818181818,
+          "mindom": 0.0927734375,
+          "maxdom": 3.828125,
+          "dfrange": 3.7353515625,
+          "modindx": 0.258692810457516,
+          "label": "male"
+        }
+      },
+      {
+        "scenario_id": "393",
+        "features": {
+          "meanfreq": 0.228902747914572,
+          "sd": 0.0415957025227325,
+          "median": 0.23690496215307,
+          "Q25": 0.208645920941968,
+          "Q75": 0.259276703111859,
+          "IQR": 0.0506307821698907,
+          "skew": 2.0736390649369,
+          "kurt": 7.74231617339894,
+          "sp.ent": 0.866409200464638,
+          "sfm": 0.16319963493523,
+          "mode": 0.258570227081581,
+          "centroid": 0.228902747914572,
+          "meanfun": 0.177574699761372,
+          "minfun": 0.0199252801992528,
+          "maxfun": 0.275862068965517,
+          "meandom": 0.4296875,
+          "mindom": 0.0078125,
+          "maxdom": 2.71875,
+          "dfrange": 2.7109375,
+          "modindx": 0.148991354466859,
+          "label": "female"
+        }
+      },
+      {
+        "scenario_id": "395",
+        "features": {
+          "meanfreq": 0.19795475045416,
+          "sd": 0.0578260778934931,
+          "median": 0.225687382297552,
+          "Q25": 0.135517890772128,
+          "Q75": 0.244143126177024,
+          "IQR": 0.108625235404896,
+          "skew": 2.27594127310544,
+          "kurt": 9.44300880881321,
+          "sp.ent": 0.884934110543442,
+          "sfm": 0.316922889072476,
+          "mode": 0.24361581920904,
+          "centroid": 0.19795475045416,
+          "meanfun": 0.139392248393831,
+          "minfun": 0.0487309644670051,
+          "maxfun": 0.27906976744186,
+          "meandom": 1.12017463235294,
+          "mindom": 0.0234375,
+          "maxdom": 8.8828125,
+          "dfrange": 8.859375,
+          "modindx": 0.100802773216566,
+          "label": "male"
+        }
+      },
+      {
+        "scenario_id": "397",
+        "features": {
+          "meanfreq": 0.167022035765728,
+          "sd": 0.0935158285233543,
+          "median": 0.204379562043796,
+          "Q25": 0.0621654501216545,
+          "Q75": 0.241849148418491,
+          "IQR": 0.179683698296837,
+          "skew": 3.12747324718415,
+          "kurt": 33.6172247540468,
+          "sp.ent": 0.940832270883638,
+          "sfm": 0.587217756478574,
+          "mode": 0.0,
+          "centroid": 0.167022035765728,
+          "meanfun": 0.200744538465314,
+          "minfun": 0.0217687074829932,
+          "maxfun": 0.275862068965517,
+          "meandom": 0.29921875,
+          "mindom": 0.0078125,
+          "maxdom": 0.890625,
+          "dfrange": 0.8828125,
+          "modindx": 0.380225816295392,
+          "label": "female"
+        }
+      },
+      {
+        "scenario_id": "399",
+        "features": {
+          "meanfreq": 0.173249738364511,
+          "sd": 0.0520200429497748,
+          "median": 0.189908069458631,
+          "Q25": 0.159019407558733,
+          "Q75": 0.202492339121553,
+          "IQR": 0.0434729315628192,
+          "skew": 3.14987419772408,
+          "kurt": 15.6367322213149,
+          "sp.ent": 0.892246147002648,
+          "sfm": 0.450262415786983,
+          "mode": 0.197344228804903,
+          "centroid": 0.173249738364511,
+          "meanfun": 0.150267973073503,
+          "minfun": 0.0248833592534992,
+          "maxfun": 0.235294117647059,
+          "meandom": 0.143415178571429,
+          "mindom": 0.0078125,
+          "maxdom": 0.2265625,
+          "dfrange": 0.21875,
+          "modindx": 0.337912087912088,
+          "label": "female"
+        }
+      },
+      {
+        "scenario_id": "400",
+        "features": {
+          "meanfreq": 0.204827436045009,
+          "sd": 0.0553883424227901,
+          "median": 0.224764795144158,
+          "Q25": 0.155933232169954,
+          "Q75": 0.249408194233687,
+          "IQR": 0.0934749620637329,
+          "skew": 1.22196894830986,
+          "kurt": 3.89962253790726,
+          "sp.ent": 0.898852175776269,
+          "sfm": 0.256005023812253,
+          "mode": 0.276176024279211,
+          "centroid": 0.204827436045009,
+          "meanfun": 0.131664828101019,
+          "minfun": 0.0473840078973346,
+          "maxfun": 0.277456647398844,
+          "meandom": 0.927819293478261,
+          "mindom": 0.0234375,
+          "maxdom": 6.7265625,
+          "dfrange": 6.703125,
+          "modindx": 0.0973904144635852,
+          "label": "male"
+        }
+      },
+      {
+        "scenario_id": "402",
+        "features": {
+          "meanfreq": 0.193500483678086,
+          "sd": 0.0597556269225771,
+          "median": 0.205846599131693,
+          "Q25": 0.13493487698987,
+          "Q75": 0.248798842257598,
+          "IQR": 0.113863965267728,
+          "skew": 1.90869581410251,
+          "kurt": 6.73128684334862,
+          "sp.ent": 0.884480807017091,
+          "sfm": 0.294634598924826,
+          "mode": 0.119536903039074,
+          "centroid": 0.193500483678086,
+          "meanfun": 0.135166577226121,
+          "minfun": 0.0471512770137525,
+          "maxfun": 0.27906976744186,
+          "meandom": 1.29672475961538,
+          "mindom": 0.0234375,
+          "maxdom": 4.9921875,
+          "dfrange": 4.96875,
+          "modindx": 0.145937620331151,
+          "label": "male"
+        }
+      },
+      {
+        "scenario_id": "408",
+        "features": {
+          "meanfreq": 0.154152441675604,
+          "sd": 0.0629032952518305,
+          "median": 0.155919732441472,
+          "Q25": 0.0978595317725753,
+          "Q75": 0.199933110367893,
+          "IQR": 0.102073578595318,
+          "skew": 2.96736928682074,
+          "kurt": 13.6833547502768,
+          "sp.ent": 0.895739288817321,
+          "sfm": 0.409560881015247,
+          "mode": 0.091304347826087,
+          "centroid": 0.154152441675604,
+          "meanfun": 0.0959192687242554,
+          "minfun": 0.0207900207900208,
+          "maxfun": 0.138888888888889,
+          "meandom": 0.422119140625,
+          "mindom": 0.09765625,
+          "maxdom": 1.0888671875,
+          "dfrange": 0.9912109375,
+          "modindx": 0.471091521908219,
+          "label": "male"
+        }
+      },
+      {
+        "scenario_id": "409",
+        "features": {
+          "meanfreq": 0.180642798096748,
+          "sd": 0.05938458025932,
+          "median": 0.185266666666667,
+          "Q25": 0.131133333333333,
+          "Q75": 0.227266666666667,
+          "IQR": 0.0961333333333333,
+          "skew": 1.00972365317086,
+          "kurt": 3.84336427953214,
+          "sp.ent": 0.938804917656309,
+          "sfm": 0.507142440036596,
+          "mode": 0.1834,
+          "centroid": 0.180642798096748,
+          "meanfun": 0.12378816354644,
+          "minfun": 0.0471512770137525,
+          "maxfun": 0.275862068965517,
+          "meandom": 1.31850961538462,
+          "mindom": 0.0234375,
+          "maxdom": 8.015625,
+          "dfrange": 7.9921875,
+          "modindx": 0.17168754998667,
+          "label": "male"
+        }
+      },
+      {
+        "scenario_id": "412",
+        "features": {
+          "meanfreq": 0.187128280625787,
+          "sd": 0.033284486549605,
+          "median": 0.187549090909091,
+          "Q25": 0.175738181818182,
+          "Q75": 0.202210909090909,
+          "IQR": 0.0264727272727273,
+          "skew": 2.85990657274539,
+          "kurt": 12.0158725535273,
+          "sp.ent": 0.844026541466757,
+          "sfm": 0.244790089427527,
+          "mode": 0.175127272727273,
+          "centroid": 0.187128280625787,
+          "meanfun": 0.172721042736371,
+          "minfun": 0.0158572844400396,
+          "maxfun": 0.258064516129032,
+          "meandom": 0.476779513888889,
+          "mindom": 0.0703125,
+          "maxdom": 6.796875,
+          "dfrange": 6.7265625,
+          "modindx": 0.0893645262983242,
+          "label": "female"
+        }
+      },
+      {
+        "scenario_id": "414",
+        "features": {
+          "meanfreq": 0.181644607226454,
+          "sd": 0.0581409353743678,
+          "median": 0.19184339314845,
+          "Q25": 0.128809135399674,
+          "Q75": 0.214225122349103,
+          "IQR": 0.085415986949429,
+          "skew": 1.91794559391081,
+          "kurt": 7.23111196972786,
+          "sp.ent": 0.896123481930591,
+          "sfm": 0.322414948861071,
+          "mode": 0.196867862969005,
+          "centroid": 0.181644607226454,
+          "meanfun": 0.110725491526768,
+          "minfun": 0.047244094488189,
+          "maxfun": 0.274285714285714,
+          "meandom": 0.499273255813953,
+          "mindom": 0.0234375,
+          "maxdom": 4.6875,
+          "dfrange": 4.6640625,
+          "modindx": 0.0570802731606752,
+          "label": "male"
+        }
+      },
+      {
+        "scenario_id": "415",
+        "features": {
+          "meanfreq": 0.177098437765786,
+          "sd": 0.033985035508623,
+          "median": 0.172069510268562,
+          "Q25": 0.160126382306477,
+          "Q75": 0.186666666666667,
+          "IQR": 0.0265402843601896,
+          "skew": 2.98837221424458,
+          "kurt": 12.4115692970634,
+          "sp.ent": 0.831198470475932,
+          "sfm": 0.246362911519791,
+          "mode": 0.167203791469194,
+          "centroid": 0.177098437765786,
+          "meanfun": 0.147276514052803,
+          "minfun": 0.0470588235294118,
+          "maxfun": 0.260869565217391,
+          "meandom": 1.30595930232558,
+          "mindom": 0.0234375,
+          "maxdom": 7.3828125,
+          "dfrange": 7.359375,
+          "modindx": 0.0734117262779683,
+          "label": "female"
+        }
+      },
+      {
+        "scenario_id": "417",
+        "features": {
+          "meanfreq": 0.195680245872179,
+          "sd": 0.0595886558913713,
+          "median": 0.221933842239186,
+          "Q25": 0.130025445292621,
+          "Q75": 0.248295165394402,
+          "IQR": 0.118269720101781,
+          "skew": 2.47742609845841,
+          "kurt": 9.3613522216867,
+          "sp.ent": 0.88076300701501,
+          "sfm": 0.314705322502852,
+          "mode": 0.240814249363868,
+          "centroid": 0.195680245872179,
+          "meanfun": 0.125406012986971,
+          "minfun": 0.0542986425339367,
+          "maxfun": 0.277456647398844,
+          "meandom": 1.09114583333333,
+          "mindom": 0.0234375,
+          "maxdom": 5.390625,
+          "dfrange": 5.3671875,
+          "modindx": 0.148198689956332,
+          "label": "male"
+        }
+      },
+      {
+        "scenario_id": "422",
+        "features": {
+          "meanfreq": 0.18182118987839,
+          "sd": 0.0359603155999065,
+          "median": 0.181108829568788,
+          "Q25": 0.169034907597536,
+          "Q75": 0.197207392197125,
+          "IQR": 0.0281724845995893,
+          "skew": 2.91904544911976,
+          "kurt": 11.9525439517705,
+          "sp.ent": 0.850449236426307,
+          "sfm": 0.296135955162291,
+          "mode": 0.180533880903491,
+          "centroid": 0.18182118987839,
+          "meanfun": 0.169876029442068,
+          "minfun": 0.0237741456166419,
+          "maxfun": 0.231884057971014,
+          "meandom": 0.6678125,
+          "mindom": 0.1640625,
+          "maxdom": 6.3046875,
+          "dfrange": 6.140625,
+          "modindx": 0.164493214588634,
+          "label": "female"
+        }
+      },
+      {
+        "scenario_id": "424",
+        "features": {
+          "meanfreq": 0.201463745761445,
+          "sd": 0.0474550116706259,
+          "median": 0.203636363636364,
+          "Q25": 0.16169014084507,
+          "Q75": 0.24235595390525,
+          "IQR": 0.0806658130601793,
+          "skew": 1.02514051691994,
+          "kurt": 3.2734897841635,
+          "sp.ent": 0.906193940248696,
+          "sfm": 0.280811436890255,
+          "mode": 0.261357234314981,
+          "centroid": 0.201463745761445,
+          "meanfun": 0.166031014834832,
+          "minfun": 0.0562060889929742,
+          "maxfun": 0.277456647398844,
+          "meandom": 1.40953125,
+          "mindom": 0.0234375,
+          "maxdom": 8.765625,
+          "dfrange": 8.7421875,
+          "modindx": 0.122047746712626,
+          "label": "female"
+        }
+      },
+      {
+        "scenario_id": "426",
+        "features": {
+          "meanfreq": 0.204842376284137,
+          "sd": 0.0588054323923136,
+          "median": 0.220698689956332,
+          "Q25": 0.154978165938865,
+          "Q75": 0.257685589519651,
+          "IQR": 0.102707423580786,
+          "skew": 1.64124874491459,
+          "kurt": 6.26502118047125,
+          "sp.ent": 0.922660742134275,
+          "sfm": 0.38089626802,
+          "mode": 0.268689956331878,
+          "centroid": 0.204842376284137,
+          "meanfun": 0.104782843463572,
+          "minfun": 0.0471050049067713,
+          "maxfun": 0.274285714285714,
+          "meandom": 1.71976902173913,
+          "mindom": 0.140625,
+          "maxdom": 9.5390625,
+          "dfrange": 9.3984375,
+          "modindx": 0.0736829800498753,
+          "label": "male"
+        }
+      },
+      {
+        "scenario_id": "429",
+        "features": {
+          "meanfreq": 0.213389878635824,
+          "sd": 0.0368773236054284,
+          "median": 0.216080178173719,
+          "Q25": 0.193006681514477,
+          "Q75": 0.241024498886414,
+          "IQR": 0.0480178173719376,
+          "skew": 2.43993258375072,
+          "kurt": 9.38507599355439,
+          "sp.ent": 0.855922395173301,
+          "sfm": 0.230094056116342,
+          "mode": 0.241024498886414,
+          "centroid": 0.213389878635824,
+          "meanfun": 0.178625912147874,
+          "minfun": 0.05,
+          "maxfun": 0.27906976744186,
+          "meandom": 1.38936121323529,
+          "mindom": 0.0234375,
+          "maxdom": 8.8828125,
+          "dfrange": 8.859375,
+          "modindx": 0.103515958354668,
+          "label": "female"
+        }
+      },
+      {
+        "scenario_id": "433",
+        "features": {
+          "meanfreq": 0.177583116656651,
+          "sd": 0.0388309296208687,
+          "median": 0.177975708502024,
+          "Q25": 0.151902834008097,
+          "Q75": 0.195546558704453,
+          "IQR": 0.0436437246963563,
+          "skew": 1.98710170237823,
+          "kurt": 7.00265676856985,
+          "sp.ent": 0.856226555029896,
+          "sfm": 0.284067448174325,
+          "mode": 0.150769230769231,
+          "centroid": 0.177583116656651,
+          "meanfun": 0.146794808521027,
+          "minfun": 0.048,
+          "maxfun": 0.275862068965517,
+          "meandom": 0.977008928571429,
+          "mindom": 0.0234375,
+          "maxdom": 6.4921875,
+          "dfrange": 6.46875,
+          "modindx": 0.0845410628019324,
+          "label": "female"
+        }
+      },
+      {
+        "scenario_id": "436",
+        "features": {
+          "meanfreq": 0.186084811352226,
+          "sd": 0.0629967816743497,
+          "median": 0.20078431372549,
+          "Q25": 0.128627450980392,
+          "Q75": 0.243921568627451,
+          "IQR": 0.115294117647059,
+          "skew": 1.52414515738014,
+          "kurt": 6.08822239286814,
+          "sp.ent": 0.933652311670545,
+          "sfm": 0.535862842551844,
+          "mode": 0.252156862745098,
+          "centroid": 0.186084811352226,
+          "meanfun": 0.101130272061307,
+          "minfun": 0.0237037037037037,
+          "maxfun": 0.181818181818182,
+          "meandom": 0.564555921052632,
+          "mindom": 0.140625,
+          "maxdom": 3.3359375,
+          "dfrange": 3.1953125,
+          "modindx": 0.155392556370551,
+          "label": "male"
+        }
+      },
+      {
+        "scenario_id": "437",
+        "features": {
+          "meanfreq": 0.173756783156937,
+          "sd": 0.0650387286628494,
+          "median": 0.166648793565684,
+          "Q25": 0.117104557640751,
+          "Q75": 0.241215370866845,
+          "IQR": 0.124110813226095,
+          "skew": 2.15601834731694,
+          "kurt": 7.98053123313951,
+          "sp.ent": 0.909802802861707,
+          "sfm": 0.418645037796396,
+          "mode": 0.126613047363718,
+          "centroid": 0.173756783156937,
+          "meanfun": 0.11046081924767,
+          "minfun": 0.0184331797235023,
+          "maxfun": 0.262295081967213,
+          "meandom": 1.060546875,
+          "mindom": 0.0078125,
+          "maxdom": 5.796875,
+          "dfrange": 5.7890625,
+          "modindx": 0.173502317667077,
+          "label": "male"
+        }
+      },
+      {
+        "scenario_id": "439",
+        "features": {
+          "meanfreq": 0.195283828559412,
+          "sd": 0.0376628583746445,
+          "median": 0.195728155339806,
+          "Q25": 0.172961165048544,
+          "Q75": 0.218834951456311,
+          "IQR": 0.045873786407767,
+          "skew": 1.73032228066109,
+          "kurt": 5.23017708887529,
+          "sp.ent": 0.883877963350362,
+          "sfm": 0.275524441761982,
+          "mode": 0.173980582524272,
+          "centroid": 0.195283828559412,
+          "meanfun": 0.156238230228769,
+          "minfun": 0.0471050049067713,
+          "maxfun": 0.27906976744186,
+          "meandom": 1.265625,
+          "mindom": 0.140625,
+          "maxdom": 7.4296875,
+          "dfrange": 7.2890625,
+          "modindx": 0.0940937552885429,
+          "label": "female"
+        }
+      },
+      {
+        "scenario_id": "442",
+        "features": {
+          "meanfreq": 0.235652843841568,
+          "sd": 0.03705686928653,
+          "median": 0.248134328358209,
+          "Q25": 0.21365671641791,
+          "Q75": 0.261194029850746,
+          "IQR": 0.0475373134328358,
+          "skew": 2.07048212756927,
+          "kurt": 6.76548867849319,
+          "sp.ent": 0.832944700381341,
+          "sfm": 0.169130422124948,
+          "mode": 0.259626865671642,
+          "centroid": 0.235652843841568,
+          "meanfun": 0.183226741246844,
+          "minfun": 0.0478564307078764,
+          "maxfun": 0.27906976744186,
+          "meandom": 0.821484375,
+          "mindom": 0.2109375,
+          "maxdom": 5.8828125,
+          "dfrange": 5.671875,
+          "modindx": 0.107102970739334,
+          "label": "female"
+        }
+      },
+      {
+        "scenario_id": "443",
+        "features": {
+          "meanfreq": 0.23151530050762,
+          "sd": 0.0375798357907901,
+          "median": 0.23211093990755,
+          "Q25": 0.213990755007704,
+          "Q75": 0.259722650231125,
+          "IQR": 0.0457318952234207,
+          "skew": 1.64018891467083,
+          "kurt": 4.65462462841751,
+          "sp.ent": 0.844427117498525,
+          "sfm": 0.204914221436099,
+          "mode": 0.226070878274268,
+          "centroid": 0.23151530050762,
+          "meanfun": 0.17488738790343,
+          "minfun": 0.0484359233097881,
+          "maxfun": 0.274285714285714,
+          "meandom": 1.1484375,
+          "mindom": 0.0234375,
+          "maxdom": 9.375,
+          "dfrange": 9.3515625,
+          "modindx": 0.0621290067273447,
+          "label": "female"
+        }
+      },
+      {
+        "scenario_id": "444",
+        "features": {
+          "meanfreq": 0.174940014355275,
+          "sd": 0.0615813305342191,
+          "median": 0.197176196032672,
+          "Q25": 0.115495915985998,
+          "Q75": 0.221190198366394,
+          "IQR": 0.105694282380397,
+          "skew": 1.72998101591411,
+          "kurt": 6.58161907581551,
+          "sp.ent": 0.927651012462254,
+          "sfm": 0.462425310393721,
+          "mode": 0.215145857642941,
+          "centroid": 0.174940014355275,
+          "meanfun": 0.111500811226238,
+          "minfun": 0.0185185185185185,
+          "maxfun": 0.275862068965517,
+          "meandom": 0.387939453125,
+          "mindom": 0.0078125,
+          "maxdom": 0.9140625,
+          "dfrange": 0.90625,
+          "modindx": 0.216666666666667,
+          "label": "male"
+        }
+      },
+      {
+        "scenario_id": "445",
+        "features": {
+          "meanfreq": 0.17389844135073,
+          "sd": 0.0620690029267161,
+          "median": 0.168807339449541,
+          "Q25": 0.141284403669725,
+          "Q75": 0.22348623853211,
+          "IQR": 0.0822018348623853,
+          "skew": 2.07844779157413,
+          "kurt": 8.68842097833051,
+          "sp.ent": 0.94233407997546,
+          "sfm": 0.595389449306231,
+          "mode": 0.0590825688073395,
+          "centroid": 0.17389844135073,
+          "meanfun": 0.139501725024873,
+          "minfun": 0.0260416666666667,
+          "maxfun": 0.204081632653061,
+          "meandom": 0.791259765625,
+          "mindom": 0.1611328125,
+          "maxdom": 1.396484375,
+          "dfrange": 1.2353515625,
+          "modindx": 0.508057160231073,
+          "label": "female"
+        }
+      },
+      {
+        "scenario_id": "450",
+        "features": {
+          "meanfreq": 0.157168626676033,
+          "sd": 0.0783940720558828,
+          "median": 0.18461215932914,
+          "Q25": 0.0851153039832285,
+          "Q75": 0.225995807127883,
+          "IQR": 0.140880503144654,
+          "skew": 2.3221405374176,
+          "kurt": 13.3260019438479,
+          "sp.ent": 0.96183466227033,
+          "sfm": 0.752103833605266,
+          "mode": 0.050188679245283,
+          "centroid": 0.157168626676033,
+          "meanfun": 0.141424457662089,
+          "minfun": 0.016597510373444,
+          "maxfun": 0.262295081967213,
+          "meandom": 0.31640625,
+          "mindom": 0.0546875,
+          "maxdom": 3.828125,
+          "dfrange": 3.7734375,
+          "modindx": 0.126211180124224,
+          "label": "female"
+        }
+      },
+      {
+        "scenario_id": "452",
+        "features": {
+          "meanfreq": 0.163350793625476,
+          "sd": 0.0602943146462463,
+          "median": 0.140953560371517,
+          "Q25": 0.117201238390093,
+          "Q75": 0.221572755417957,
+          "IQR": 0.104371517027864,
+          "skew": 2.38811607173326,
+          "kurt": 11.8427470269924,
+          "sp.ent": 0.929557130725781,
+          "sfm": 0.479482889349402,
+          "mode": 0.117374613003096,
+          "centroid": 0.163350793625476,
+          "meanfun": 0.108730392617778,
+          "minfun": 0.0178571428571429,
+          "maxfun": 0.24390243902439,
+          "meandom": 0.916748046875,
+          "mindom": 0.0927734375,
+          "maxdom": 3.974609375,
+          "dfrange": 3.8818359375,
+          "modindx": 0.342138364779874,
+          "label": "male"
+        }
+      },
+      {
+        "scenario_id": "456",
+        "features": {
+          "meanfreq": 0.203082755698515,
+          "sd": 0.0588759845146248,
+          "median": 0.232857142857143,
+          "Q25": 0.134285714285714,
+          "Q75": 0.247142857142857,
+          "IQR": 0.112857142857143,
+          "skew": 2.8589210792188,
+          "kurt": 12.3442140412066,
+          "sp.ent": 0.852593940969863,
+          "sfm": 0.320576573152014,
+          "mode": 0.246428571428571,
+          "centroid": 0.203082755698515,
+          "meanfun": 0.108870603930235,
+          "minfun": 0.0234260614934114,
+          "maxfun": 0.155339805825243,
+          "meandom": 0.4375,
+          "mindom": 0.21875,
+          "maxdom": 0.734375,
+          "dfrange": 0.515625,
+          "modindx": 0.296296296296296,
+          "label": "male"
+        }
+      },
+      {
+        "scenario_id": "457",
+        "features": {
+          "meanfreq": 0.178260715410547,
+          "sd": 0.0622825109895965,
+          "median": 0.179499165275459,
+          "Q25": 0.138831385642738,
+          "Q75": 0.233255425709516,
+          "IQR": 0.094424040066778,
+          "skew": 1.46498327821699,
+          "kurt": 5.49803705834985,
+          "sp.ent": 0.925515331642895,
+          "sfm": 0.46019767029859,
+          "mode": 0.179966611018364,
+          "centroid": 0.178260715410547,
+          "meanfun": 0.128866195486242,
+          "minfun": 0.0505795574288725,
+          "maxfun": 0.277456647398844,
+          "meandom": 1.63529829545455,
+          "mindom": 0.0234375,
+          "maxdom": 21.84375,
+          "dfrange": 21.8203125,
+          "modindx": 0.0538433997080614,
+          "label": "male"
+        }
+      },
+      {
+        "scenario_id": "460",
+        "features": {
+          "meanfreq": 0.172461064844234,
+          "sd": 0.0592577586995892,
+          "median": 0.174509018036072,
+          "Q25": 0.146826987307949,
+          "Q75": 0.207989311957248,
+          "IQR": 0.0611623246492986,
+          "skew": 1.67216994366137,
+          "kurt": 5.77075823114628,
+          "sp.ent": 0.942704184514582,
+          "sfm": 0.607260407114446,
+          "mode": 0.163660654642619,
+          "centroid": 0.172461064844234,
+          "meanfun": 0.144967915718185,
+          "minfun": 0.0288184438040346,
+          "maxfun": 0.25,
+          "meandom": 1.37276785714286,
+          "mindom": 0.185546875,
+          "maxdom": 3.69140625,
+          "dfrange": 3.505859375,
+          "modindx": 0.303342618384401,
+          "label": "female"
+        }
+      },
+      {
+        "scenario_id": "461",
+        "features": {
+          "meanfreq": 0.196224114675739,
+          "sd": 0.0594083968790336,
+          "median": 0.210384615384615,
+          "Q25": 0.147307692307692,
+          "Q75": 0.249615384615385,
+          "IQR": 0.102307692307692,
+          "skew": 1.03422575082276,
+          "kurt": 3.43881286042299,
+          "sp.ent": 0.925481271498716,
+          "sfm": 0.432530670580557,
+          "mode": 0.257307692307692,
+          "centroid": 0.196224114675739,
+          "meanfun": 0.12655282586878,
+          "minfun": 0.0477611940298507,
+          "maxfun": 0.274285714285714,
+          "meandom": 1.31375558035714,
+          "mindom": 0.0234375,
+          "maxdom": 5.8125,
+          "dfrange": 5.7890625,
+          "modindx": 0.116007474307069,
+          "label": "male"
+        }
+      },
+      {
+        "scenario_id": "464",
+        "features": {
+          "meanfreq": 0.196254708074533,
+          "sd": 0.0627645756067604,
+          "median": 0.206083213773314,
+          "Q25": 0.136585365853659,
+          "Q75": 0.256298421807747,
+          "IQR": 0.119713055954089,
+          "skew": 1.8763768031144,
+          "kurt": 5.79721735065035,
+          "sp.ent": 0.866952740828299,
+          "sfm": 0.273607014123361,
+          "mode": 0.122926829268293,
+          "centroid": 0.196254708074533,
+          "meanfun": 0.123262124650891,
+          "minfun": 0.0470588235294118,
+          "maxfun": 0.252631578947368,
+          "meandom": 1.11040683962264,
+          "mindom": 0.0234375,
+          "maxdom": 7.2890625,
+          "dfrange": 7.265625,
+          "modindx": 0.0682479443390259,
+          "label": "male"
+        }
+      },
+      {
+        "scenario_id": "465",
+        "features": {
+          "meanfreq": 0.154345078061347,
+          "sd": 0.0618584702847096,
+          "median": 0.158242740134028,
+          "Q25": 0.100908413998511,
+          "Q75": 0.20536113179449,
+          "IQR": 0.104452717795979,
+          "skew": 2.79150944095914,
+          "kurt": 13.0584919862405,
+          "sp.ent": 0.920559291931138,
+          "sfm": 0.524902077496189,
+          "mode": 0.103827252419955,
+          "centroid": 0.154345078061347,
+          "meanfun": 0.100617265082115,
+          "minfun": 0.0497512437810945,
+          "maxfun": 0.277777777777778,
+          "meandom": 0.735762746710526,
+          "mindom": 0.107421875,
+          "maxdom": 3.5693359375,
+          "dfrange": 3.4619140625,
+          "modindx": 0.269393511988717,
+          "label": "male"
+        }
+      },
+      {
+        "scenario_id": "466",
+        "features": {
+          "meanfreq": 0.187154300510525,
+          "sd": 0.0530479614097541,
+          "median": 0.201888412017167,
+          "Q25": 0.167038626609442,
+          "Q75": 0.223118741058655,
+          "IQR": 0.0560801144492132,
+          "skew": 2.9745543913069,
+          "kurt": 14.106474091727,
+          "sp.ent": 0.873341429788191,
+          "sfm": 0.386045102730504,
+          "mode": 0.225121602288984,
+          "centroid": 0.187154300510525,
+          "meanfun": 0.159235359586093,
+          "minfun": 0.0161290322580645,
+          "maxfun": 0.238805970149254,
+          "meandom": 0.637408088235294,
+          "mindom": 0.0078125,
+          "maxdom": 4.9296875,
+          "dfrange": 4.921875,
+          "modindx": 0.161904761904762,
+          "label": "female"
+        }
+      },
+      {
+        "scenario_id": "468",
+        "features": {
+          "meanfreq": 0.182404793645735,
+          "sd": 0.0379229035555965,
+          "median": 0.185255198487713,
+          "Q25": 0.17069943289225,
+          "Q75": 0.199281663516068,
+          "IQR": 0.0285822306238185,
+          "skew": 2.84224933489095,
+          "kurt": 11.5324509168734,
+          "sp.ent": 0.84597505878559,
+          "sfm": 0.284597228678245,
+          "mode": 0.190018903591682,
+          "centroid": 0.182404793645735,
+          "meanfun": 0.163672026442232,
+          "minfun": 0.0172228202368138,
+          "maxfun": 0.219178082191781,
+          "meandom": 0.393229166666667,
+          "mindom": 0.1640625,
+          "maxdom": 5.390625,
+          "dfrange": 5.2265625,
+          "modindx": 0.0824422214556744,
+          "label": "female"
+        }
+      },
+      {
+        "scenario_id": "474",
+        "features": {
+          "meanfreq": 0.193274272653022,
+          "sd": 0.045981453712077,
+          "median": 0.1938125,
+          "Q25": 0.174125,
+          "Q75": 0.224,
+          "IQR": 0.049875,
+          "skew": 2.42606136282326,
+          "kurt": 9.96664051514287,
+          "sp.ent": 0.885396732926654,
+          "sfm": 0.367164693258995,
+          "mode": 0.1925,
+          "centroid": 0.193274272653022,
+          "meanfun": 0.164968092908773,
+          "minfun": 0.0477611940298507,
+          "maxfun": 0.266666666666667,
+          "meandom": 0.80859375,
+          "mindom": 0.0234375,
+          "maxdom": 4.078125,
+          "dfrange": 4.0546875,
+          "modindx": 0.126264450867052,
+          "label": "female"
+        }
+      },
+      {
+        "scenario_id": "476",
+        "features": {
+          "meanfreq": 0.159796974566256,
+          "sd": 0.0687317845093448,
+          "median": 0.164830805134189,
+          "Q25": 0.125624270711785,
+          "Q75": 0.205997666277713,
+          "IQR": 0.0803733955659277,
+          "skew": 5.12392634982137,
+          "kurt": 75.5690128436842,
+          "sp.ent": 0.951338310211158,
+          "sfm": 0.654369650189301,
+          "mode": 0.0,
+          "centroid": 0.159796974566256,
+          "meanfun": 0.145143161062575,
+          "minfun": 0.0156402737047898,
+          "maxfun": 0.271186440677966,
+          "meandom": 0.0719150641025641,
+          "mindom": 0.0078125,
+          "maxdom": 0.3671875,
+          "dfrange": 0.359375,
+          "modindx": 0.175191815856777,
+          "label": "female"
+        }
+      },
+      {
+        "scenario_id": "477",
+        "features": {
+          "meanfreq": 0.18422500621057,
+          "sd": 0.0523125529620386,
+          "median": 0.198369905956113,
+          "Q25": 0.138244514106583,
+          "Q75": 0.224702194357367,
+          "IQR": 0.0864576802507837,
+          "skew": 1.23013765465955,
+          "kurt": 3.66470626829847,
+          "sp.ent": 0.911842318667002,
+          "sfm": 0.352112334795857,
+          "mode": 0.224702194357367,
+          "centroid": 0.18422500621057,
+          "meanfun": 0.139464856553876,
+          "minfun": 0.0470588235294118,
+          "maxfun": 0.27906976744186,
+          "meandom": 1.01339285714286,
+          "mindom": 0.0234375,
+          "maxdom": 4.3125,
+          "dfrange": 4.2890625,
+          "modindx": 0.112391079604194,
+          "label": "male"
+        }
+      },
+      {
+        "scenario_id": "478",
+        "features": {
+          "meanfreq": 0.187027199967647,
+          "sd": 0.0331047606660663,
+          "median": 0.186575342465753,
+          "Q25": 0.172876712328767,
+          "Q75": 0.206301369863014,
+          "IQR": 0.0334246575342466,
+          "skew": 2.4786940119249,
+          "kurt": 9.64988794949286,
+          "sp.ent": 0.842025558285096,
+          "sfm": 0.237815439558783,
+          "mode": 0.185479452054795,
+          "centroid": 0.187027199967647,
+          "meanfun": 0.176057360817111,
+          "minfun": 0.0171122994652406,
+          "maxfun": 0.275862068965517,
+          "meandom": 0.905348557692308,
+          "mindom": 0.15625,
+          "maxdom": 6.6953125,
+          "dfrange": 6.5390625,
+          "modindx": 0.227861409796894,
+          "label": "female"
+        }
+      },
+      {
+        "scenario_id": "481",
+        "features": {
+          "meanfreq": 0.166416082023536,
+          "sd": 0.0790230223280867,
+          "median": 0.193682432432432,
+          "Q25": 0.113040540540541,
+          "Q75": 0.232466216216216,
+          "IQR": 0.119425675675676,
+          "skew": 2.18380539322143,
+          "kurt": 8.30671031098939,
+          "sp.ent": 0.945723378296019,
+          "sfm": 0.659247721452389,
+          "mode": 0.231993243243243,
+          "centroid": 0.166416082023536,
+          "meanfun": 0.10986480345081,
+          "minfun": 0.016359918200409,
+          "maxfun": 0.225352112676056,
+          "meandom": 1.24952651515152,
+          "mindom": 0.046875,
+          "maxdom": 6.6015625,
+          "dfrange": 6.5546875,
+          "modindx": 0.207017282479142,
+          "label": "male"
+        }
+      },
+      {
+        "scenario_id": "482",
+        "features": {
+          "meanfreq": 0.159183718912137,
+          "sd": 0.0572329864958368,
+          "median": 0.170284301606922,
+          "Q25": 0.152632880098888,
+          "Q75": 0.181186650185414,
+          "IQR": 0.0285537700865266,
+          "skew": 7.02159051870529,
+          "kurt": 63.5412563505525,
+          "sp.ent": 0.878212815461971,
+          "sfm": 0.482172490914318,
+          "mode": 0.170803461063041,
+          "centroid": 0.159183718912137,
+          "meanfun": 0.150485216756231,
+          "minfun": 0.0107066381156317,
+          "maxfun": 0.212765957446809,
+          "meandom": 0.176478794642857,
+          "mindom": 0.0341796875,
+          "maxdom": 0.4248046875,
+          "dfrange": 0.390625,
+          "modindx": 0.0925925925925926,
+          "label": "female"
+        }
+      },
+      {
+        "scenario_id": "487",
+        "features": {
+          "meanfreq": 0.225697980218037,
+          "sd": 0.0352511166382086,
+          "median": 0.228681672025723,
+          "Q25": 0.217427652733119,
+          "Q75": 0.239935691318328,
+          "IQR": 0.022508038585209,
+          "skew": 3.57296065106717,
+          "kurt": 18.5648858344466,
+          "sp.ent": 0.797863322631726,
+          "sfm": 0.190038627284151,
+          "mode": 0.228231511254019,
+          "centroid": 0.225697980218037,
+          "meanfun": 0.185090375877033,
+          "minfun": 0.0525739320920044,
+          "maxfun": 0.275862068965517,
+          "meandom": 1.59583333333333,
+          "mindom": 0.0234375,
+          "maxdom": 7.78125,
+          "dfrange": 7.7578125,
+          "modindx": 0.159257660768235,
+          "label": "female"
+        }
+      },
+      {
+        "scenario_id": "489",
+        "features": {
+          "meanfreq": 0.159621373688141,
+          "sd": 0.0629861883846445,
+          "median": 0.167067342505431,
+          "Q25": 0.100970311368573,
+          "Q75": 0.207617668356264,
+          "IQR": 0.10664735698769,
+          "skew": 2.38001210027897,
+          "kurt": 9.27499310804347,
+          "sp.ent": 0.926852728278269,
+          "sfm": 0.517627863543689,
+          "mode": 0.102795076031861,
+          "centroid": 0.159621373688141,
+          "meanfun": 0.0937884131311651,
+          "minfun": 0.0326797385620915,
+          "maxfun": 0.24390243902439,
+          "meandom": 0.585472470238095,
+          "mindom": 0.0048828125,
+          "maxdom": 3.9599609375,
+          "dfrange": 3.955078125,
+          "modindx": 0.179520697167756,
+          "label": "male"
+        }
+      },
+      {
+        "scenario_id": "491",
+        "features": {
+          "meanfreq": 0.226640031468138,
+          "sd": 0.0460178461663555,
+          "median": 0.238636363636364,
+          "Q25": 0.215909090909091,
+          "Q75": 0.255,
+          "IQR": 0.0390909090909091,
+          "skew": 2.06602121993385,
+          "kurt": 6.97063174490876,
+          "sp.ent": 0.861786668416001,
+          "sfm": 0.290297746546425,
+          "mode": 0.244090909090909,
+          "centroid": 0.226640031468138,
+          "meanfun": 0.174325979862261,
+          "minfun": 0.0472906403940887,
+          "maxfun": 0.27906976744186,
+          "meandom": 1.98876953125,
+          "mindom": 0.0234375,
+          "maxdom": 11.953125,
+          "dfrange": 11.9296875,
+          "modindx": 0.0829612430791213,
+          "label": "female"
+        }
+      },
+      {
+        "scenario_id": "494",
+        "features": {
+          "meanfreq": 0.226824492056753,
+          "sd": 0.037871423524942,
+          "median": 0.2288,
+          "Q25": 0.203733333333333,
+          "Q75": 0.256,
+          "IQR": 0.0522666666666667,
+          "skew": 1.99286790007473,
+          "kurt": 7.16401808279495,
+          "sp.ent": 0.834910896284344,
+          "sfm": 0.193386119077358,
+          "mode": 0.202133333333333,
+          "centroid": 0.226824492056753,
+          "meanfun": 0.175569820549959,
+          "minfun": 0.0494335736354274,
+          "maxfun": 0.27906976744186,
+          "meandom": 1.00426136363636,
+          "mindom": 0.2109375,
+          "maxdom": 9.796875,
+          "dfrange": 9.5859375,
+          "modindx": 0.117780962819324,
+          "label": "female"
+        }
+      },
+      {
+        "scenario_id": "495",
+        "features": {
+          "meanfreq": 0.0793688663890515,
+          "sd": 0.0886501474832626,
+          "median": 0.0409756097560976,
+          "Q25": 0.0021194280908326,
+          "Q75": 0.143650126156434,
+          "IQR": 0.141530698065601,
+          "skew": 9.01321744119977,
+          "kurt": 92.7666954810967,
+          "sp.ent": 0.834213209754237,
+          "sfm": 0.450204576311427,
+          "mode": 0.001412952060555,
+          "centroid": 0.0793688663890515,
+          "meanfun": 0.0957334132408436,
+          "minfun": 0.0161943319838057,
+          "maxfun": 0.25,
+          "meandom": 0.232717803030303,
+          "mindom": 0.0078125,
+          "maxdom": 6.3203125,
+          "dfrange": 6.3125,
+          "modindx": 0.0655553836633663,
+          "label": "male"
+        }
+      }
+    ],
+    "target_column": "label",
+    "task_sub_type": "classification",
+    "ranking_ground_truth": {
+      "top_k_ids": [
+        "354"
+      ]
     },
-    "final_decision": {},
-    "what_if": {},
-    "ground_truth": {
-        "extracted_features": [
-            {
-                "scenario_id": "003",
-                "features": {
-                    "meanfreq": 0.164126356809541,
-                    "sd": 0.0585087620617086,
-                    "median": 0.179370829361296,
-                    "Q25": 0.155881792183031,
-                    "Q75": 0.194051477597712,
-                    "IQR": 0.0381696854146807,
-                    "skew": 3.70099430517561,
-                    "kurt": 19.4814322814707,
-                    "sp.ent": 0.900090635219714,
-                    "sfm": 0.510842217994566,
-                    "mode": 0.180171591992374,
-                    "centroid": 0.164126356809541,
-                    "meanfun": 0.175463197489037,
-                    "minfun": 0.0192307692307692,
-                    "maxfun": 0.275862068965517,
-                    "meandom": 0.26171875,
-                    "mindom": 0.0078125,
-                    "maxdom": 1.71875,
-                    "dfrange": 1.7109375,
-                    "modindx": 0.0443190975020145,
-                    "label": "female"
-                }
-            },
-            {
-                "scenario_id": "004",
-                "features": {
-                    "meanfreq": 0.187024799482376,
-                    "sd": 0.0514998976849298,
-                    "median": 0.197861271676301,
-                    "Q25": 0.179248554913295,
-                    "Q75": 0.209595375722543,
-                    "IQR": 0.0303468208092486,
-                    "skew": 2.66701837180538,
-                    "kurt": 10.0273923802356,
-                    "sp.ent": 0.851371565050659,
-                    "sfm": 0.295386095663724,
-                    "mode": 0.206763005780347,
-                    "centroid": 0.187024799482376,
-                    "meanfun": 0.179153998559974,
-                    "minfun": 0.0780487804878049,
-                    "maxfun": 0.25,
-                    "meandom": 1.53079044117647,
-                    "mindom": 0.0234375,
-                    "maxdom": 6.78125,
-                    "dfrange": 6.7578125,
-                    "modindx": 0.30621387283237,
-                    "label": "female"
-                }
-            },
-            {
-                "scenario_id": "005",
-                "features": {
-                    "meanfreq": 0.22130237710361,
-                    "sd": 0.0381967827369383,
-                    "median": 0.227956265769554,
-                    "Q25": 0.193103448275862,
-                    "Q75": 0.247973086627418,
-                    "IQR": 0.0548696383515559,
-                    "skew": 2.51942832986747,
-                    "kurt": 11.3058917270375,
-                    "sp.ent": 0.868742516611361,
-                    "sfm": 0.172810541218443,
-                    "mode": 0.231488645920942,
-                    "centroid": 0.22130237710361,
-                    "meanfun": 0.185144888459257,
-                    "minfun": 0.0193470374848851,
-                    "maxfun": 0.271186440677966,
-                    "meandom": 0.643359375,
-                    "mindom": 0.0078125,
-                    "maxdom": 4.984375,
-                    "dfrange": 4.9765625,
-                    "modindx": 0.150244713269923,
-                    "label": "female"
-                }
-            },
-            {
-                "scenario_id": "007",
-                "features": {
-                    "meanfreq": 0.19312312085589,
-                    "sd": 0.0766733358254519,
-                    "median": 0.219078877713076,
-                    "Q25": 0.179205929062996,
-                    "Q75": 0.240127051349921,
-                    "IQR": 0.0609211222869243,
-                    "skew": 3.11400084048582,
-                    "kurt": 21.2209235729217,
-                    "sp.ent": 0.921173040264055,
-                    "sfm": 0.498639178915067,
-                    "mode": 0.0,
-                    "centroid": 0.19312312085589,
-                    "meanfun": 0.198040194501572,
-                    "minfun": 0.096969696969697,
-                    "maxfun": 0.271186440677966,
-                    "meandom": 0.635881696428571,
-                    "mindom": 0.0078125,
-                    "maxdom": 3.90625,
-                    "dfrange": 3.8984375,
-                    "modindx": 0.153306613226453,
-                    "label": "female"
-                }
-            },
-            {
-                "scenario_id": "008",
-                "features": {
-                    "meanfreq": 0.191648237069946,
-                    "sd": 0.0615672391771803,
-                    "median": 0.199111111111111,
-                    "Q25": 0.138962962962963,
-                    "Q75": 0.248474074074074,
-                    "IQR": 0.109511111111111,
-                    "skew": 1.11069671921978,
-                    "kurt": 3.29073910319525,
-                    "sp.ent": 0.918317291765967,
-                    "sfm": 0.439954286716686,
-                    "mode": 0.261333333333333,
-                    "centroid": 0.191648237069946,
-                    "meanfun": 0.140013078887811,
-                    "minfun": 0.0515021459227468,
-                    "maxfun": 0.27906976744186,
-                    "meandom": 1.22772606382979,
-                    "mindom": 0.0234375,
-                    "maxdom": 8.7890625,
-                    "dfrange": 8.765625,
-                    "modindx": 0.113879436071949,
-                    "label": "male"
-                }
-            },
-            {
-                "scenario_id": "011",
-                "features": {
-                    "meanfreq": 0.22159779126469,
-                    "sd": 0.0275251321363699,
-                    "median": 0.220677966101695,
-                    "Q25": 0.210593220338983,
-                    "Q75": 0.236694915254237,
-                    "IQR": 0.0261016949152543,
-                    "skew": 3.44930512405538,
-                    "kurt": 18.0604824572378,
-                    "sp.ent": 0.796496690472264,
-                    "sfm": 0.12137474454527,
-                    "mode": 0.219491525423729,
-                    "centroid": 0.22159779126469,
-                    "meanfun": 0.203195618337603,
-                    "minfun": 0.0501043841336117,
-                    "maxfun": 0.266666666666667,
-                    "meandom": 0.66875,
-                    "mindom": 0.2109375,
-                    "maxdom": 4.125,
-                    "dfrange": 3.9140625,
-                    "modindx": 0.106897316478155,
-                    "label": "female"
-                }
-            },
-            {
-                "scenario_id": "016",
-                "features": {
-                    "meanfreq": 0.0998539810982611,
-                    "sd": 0.0801020534390035,
-                    "median": 0.0876708507670851,
-                    "Q25": 0.0269456066945607,
-                    "Q75": 0.167726638772664,
-                    "IQR": 0.140781032078103,
-                    "skew": 2.4252805609612,
-                    "kurt": 11.1819614828864,
-                    "sp.ent": 0.956193498131432,
-                    "sfm": 0.707621895940236,
-                    "mode": 0.0099581589958159,
-                    "centroid": 0.0998539810982611,
-                    "meanfun": 0.106525451222714,
-                    "minfun": 0.015748031496063,
-                    "maxfun": 0.266666666666667,
-                    "meandom": 0.30570652173913,
-                    "mindom": 0.0078125,
-                    "maxdom": 1.640625,
-                    "dfrange": 1.6328125,
-                    "modindx": 0.247292873331654,
-                    "label": "male"
-                }
-            },
-            {
-                "scenario_id": "017",
-                "features": {
-                    "meanfreq": 0.189990799351509,
-                    "sd": 0.0603243683128543,
-                    "median": 0.204711907810499,
-                    "Q25": 0.126555697823303,
-                    "Q75": 0.239846350832266,
-                    "IQR": 0.113290653008963,
-                    "skew": 0.961992972644719,
-                    "kurt": 3.12115465386277,
-                    "sp.ent": 0.923728619661124,
-                    "sfm": 0.397330615421318,
-                    "mode": 0.200051216389245,
-                    "centroid": 0.189990799351509,
-                    "meanfun": 0.129917025068597,
-                    "minfun": 0.0480961923847695,
-                    "maxfun": 0.27906976744186,
-                    "meandom": 1.27103365384615,
-                    "mindom": 0.0234375,
-                    "maxdom": 4.8984375,
-                    "dfrange": 4.875,
-                    "modindx": 0.0981396321070234,
-                    "label": "male"
-                }
-            },
-            {
-                "scenario_id": "019",
-                "features": {
-                    "meanfreq": 0.165500592682899,
-                    "sd": 0.0576968130765464,
-                    "median": 0.172496863237139,
-                    "Q25": 0.160376411543287,
-                    "Q75": 0.191468005018821,
-                    "IQR": 0.0310915934755332,
-                    "skew": 5.95945442600719,
-                    "kurt": 50.4849183910126,
-                    "sp.ent": 0.890246669066622,
-                    "sfm": 0.489109871654343,
-                    "mode": 0.171267252195734,
-                    "centroid": 0.165500592682899,
-                    "meanfun": 0.150670497734519,
-                    "minfun": 0.0316455696202532,
-                    "maxfun": 0.204081632653061,
-                    "meandom": 0.291160300925926,
-                    "mindom": 0.048828125,
-                    "maxdom": 3.5107421875,
-                    "dfrange": 3.4619140625,
-                    "modindx": 0.0439947922317457,
-                    "label": "female"
-                }
-            },
-            {
-                "scenario_id": "021",
-                "features": {
-                    "meanfreq": 0.139254029373656,
-                    "sd": 0.0839801143551112,
-                    "median": 0.151920447482909,
-                    "Q25": 0.0569049098819142,
-                    "Q75": 0.212479801118707,
-                    "IQR": 0.155574891236793,
-                    "skew": 1.54657218208497,
-                    "kurt": 5.86848351686684,
-                    "sp.ent": 0.97581392335189,
-                    "sfm": 0.822670654460805,
-                    "mode": 0.209173399627098,
-                    "centroid": 0.139254029373656,
-                    "meanfun": 0.19357568038878,
-                    "minfun": 0.0344827586206897,
-                    "maxfun": 0.262295081967213,
-                    "meandom": 0.515625,
-                    "mindom": 0.0078125,
-                    "maxdom": 3.921875,
-                    "dfrange": 3.9140625,
-                    "modindx": 0.142429426860565,
-                    "label": "female"
-                }
-            },
-            {
-                "scenario_id": "024",
-                "features": {
-                    "meanfreq": 0.186643053903586,
-                    "sd": 0.0622854774860802,
-                    "median": 0.2035318275154,
-                    "Q25": 0.130513347022587,
-                    "Q75": 0.238028747433265,
-                    "IQR": 0.107515400410678,
-                    "skew": 2.26648539810069,
-                    "kurt": 10.8190562539948,
-                    "sp.ent": 0.935158516939144,
-                    "sfm": 0.539557152872176,
-                    "mode": 0.240616016427105,
-                    "centroid": 0.186643053903586,
-                    "meanfun": 0.114682533003452,
-                    "minfun": 0.0474777448071217,
-                    "maxfun": 0.277456647398844,
-                    "meandom": 0.562839673913043,
-                    "mindom": 0.0234375,
-                    "maxdom": 5.4609375,
-                    "dfrange": 5.4375,
-                    "modindx": 0.0647225215517241,
-                    "label": "male"
-                }
-            },
-            {
-                "scenario_id": "025",
-                "features": {
-                    "meanfreq": 0.194874522393067,
-                    "sd": 0.0627168313434978,
-                    "median": 0.216666666666667,
-                    "Q25": 0.130952380952381,
-                    "Q75": 0.254285714285714,
-                    "IQR": 0.123333333333333,
-                    "skew": 1.77032596644244,
-                    "kurt": 5.52493155025607,
-                    "sp.ent": 0.877777477503335,
-                    "sfm": 0.289835322177971,
-                    "mode": 0.125714285714286,
-                    "centroid": 0.194874522393067,
-                    "meanfun": 0.124122888410091,
-                    "minfun": 0.0488301119023398,
-                    "maxfun": 0.27906976744186,
-                    "meandom": 1.60104166666667,
-                    "mindom": 0.0234375,
-                    "maxdom": 9.421875,
-                    "dfrange": 9.3984375,
-                    "modindx": 0.102974271637978,
-                    "label": "male"
-                }
-            },
-            {
-                "scenario_id": "028",
-                "features": {
-                    "meanfreq": 0.210423883672401,
-                    "sd": 0.0436864186773793,
-                    "median": 0.213047433398311,
-                    "Q25": 0.190669265756985,
-                    "Q75": 0.240155945419103,
-                    "IQR": 0.0494866796621182,
-                    "skew": 1.75132496752456,
-                    "kurt": 6.00735155182645,
-                    "sp.ent": 0.894808397890061,
-                    "sfm": 0.22951832846605,
-                    "mode": 0.236335282651072,
-                    "centroid": 0.210423883672401,
-                    "meanfun": 0.148035868816499,
-                    "minfun": 0.0199750312109863,
-                    "maxfun": 0.266666666666667,
-                    "meandom": 0.231971153846154,
-                    "mindom": 0.109375,
-                    "maxdom": 0.359375,
-                    "dfrange": 0.25,
-                    "modindx": 0.170138888888889,
-                    "label": "female"
-                }
-            },
-            {
-                "scenario_id": "030",
-                "features": {
-                    "meanfreq": 0.216632076107406,
-                    "sd": 0.0420329969551852,
-                    "median": 0.217922480620155,
-                    "Q25": 0.207937984496124,
-                    "Q75": 0.235720930232558,
-                    "IQR": 0.0277829457364341,
-                    "skew": 3.0926309339172,
-                    "kurt": 14.1563759759972,
-                    "sp.ent": 0.839022631061145,
-                    "sfm": 0.237665701857669,
-                    "mode": 0.212279069767442,
-                    "centroid": 0.216632076107406,
-                    "meanfun": 0.161336715931297,
-                    "minfun": 0.0494335736354274,
-                    "maxfun": 0.277456647398844,
-                    "meandom": 1.37890625,
-                    "mindom": 0.0234375,
-                    "maxdom": 8.953125,
-                    "dfrange": 8.9296875,
-                    "modindx": 0.1091028394178,
-                    "label": "female"
-                }
-            },
-            {
-                "scenario_id": "031",
-                "features": {
-                    "meanfreq": 0.166508275187776,
-                    "sd": 0.0725477688323719,
-                    "median": 0.152969825304394,
-                    "Q25": 0.126437268395977,
-                    "Q75": 0.242053996823716,
-                    "IQR": 0.11561672842774,
-                    "skew": 2.26305798654698,
-                    "kurt": 9.62168121557082,
-                    "sp.ent": 0.948443180690247,
-                    "sfm": 0.651537206647392,
-                    "mode": 0.28,
-                    "centroid": 0.166508275187776,
-                    "meanfun": 0.111285548238615,
-                    "minfun": 0.0168243953732913,
-                    "maxfun": 0.231884057971014,
-                    "meandom": 0.4794921875,
-                    "mindom": 0.0078125,
-                    "maxdom": 6.859375,
-                    "dfrange": 6.8515625,
-                    "modindx": 0.0700054011882614,
-                    "label": "male"
-                }
-            },
-            {
-                "scenario_id": "032",
-                "features": {
-                    "meanfreq": 0.168794368168998,
-                    "sd": 0.0858424332605394,
-                    "median": 0.188979980934223,
-                    "Q25": 0.0955576739752145,
-                    "Q75": 0.240228789323165,
-                    "IQR": 0.14467111534795,
-                    "skew": 1.46224794281734,
-                    "kurt": 5.07795572599166,
-                    "sp.ent": 0.956201163299975,
-                    "sfm": 0.706861396296477,
-                    "mode": 0.184442326024785,
-                    "centroid": 0.168794368168998,
-                    "meanfun": 0.182863350494978,
-                    "minfun": 0.0206985769728331,
-                    "maxfun": 0.271186440677966,
-                    "meandom": 0.98828125,
-                    "mindom": 0.0078125,
-                    "maxdom": 5.8828125,
-                    "dfrange": 5.875,
-                    "modindx": 0.268617021276596,
-                    "label": "female"
-                }
-            },
-            {
-                "scenario_id": "036",
-                "features": {
-                    "meanfreq": 0.152197551461571,
-                    "sd": 0.0827515572700291,
-                    "median": 0.192843137254902,
-                    "Q25": 0.0661111111111111,
-                    "Q75": 0.215718954248366,
-                    "IQR": 0.149607843137255,
-                    "skew": 2.66057945417584,
-                    "kurt": 12.0619001555174,
-                    "sp.ent": 0.943341063729153,
-                    "sfm": 0.651973134729303,
-                    "mode": 0.215718954248366,
-                    "centroid": 0.152197551461571,
-                    "meanfun": 0.190461368739747,
-                    "minfun": 0.0184544405997693,
-                    "maxfun": 0.242424242424242,
-                    "meandom": 0.859375,
-                    "mindom": 0.0078125,
-                    "maxdom": 3.265625,
-                    "dfrange": 3.2578125,
-                    "modindx": 0.197489067569474,
-                    "label": "female"
-                }
-            },
-            {
-                "scenario_id": "040",
-                "features": {
-                    "meanfreq": 0.191005065009508,
-                    "sd": 0.0513533009172541,
-                    "median": 0.173931777378815,
-                    "Q25": 0.153824057450628,
-                    "Q75": 0.244811490125673,
-                    "IQR": 0.0909874326750449,
-                    "skew": 1.50823421485871,
-                    "kurt": 5.01048573155607,
-                    "sp.ent": 0.890634444742302,
-                    "sfm": 0.270410217632827,
-                    "mode": 0.157342908438061,
-                    "centroid": 0.191005065009508,
-                    "meanfun": 0.13855053146621,
-                    "minfun": 0.0475718533201189,
-                    "maxfun": 0.274285714285714,
-                    "meandom": 1.38166920731707,
-                    "mindom": 0.1875,
-                    "maxdom": 8.859375,
-                    "dfrange": 8.671875,
-                    "modindx": 0.139085239085239,
-                    "label": "male"
-                }
-            },
-            {
-                "scenario_id": "044",
-                "features": {
-                    "meanfreq": 0.228816471394551,
-                    "sd": 0.0661094555920331,
-                    "median": 0.252447434819176,
-                    "Q25": 0.229604709840202,
-                    "Q75": 0.265634987384357,
-                    "IQR": 0.0360302775441547,
-                    "skew": 2.90476511907298,
-                    "kurt": 12.6835618960872,
-                    "sp.ent": 0.854413293716245,
-                    "sfm": 0.307971307914373,
-                    "mode": 0.264457527333894,
-                    "centroid": 0.228816471394551,
-                    "meanfun": 0.196494093097882,
-                    "minfun": 0.0211360634081902,
-                    "maxfun": 0.275862068965517,
-                    "meandom": 0.456845238095238,
-                    "mindom": 0.0078125,
-                    "maxdom": 2.0625,
-                    "dfrange": 2.0546875,
-                    "modindx": 0.169835234474018,
-                    "label": "female"
-                }
-            },
-            {
-                "scenario_id": "047",
-                "features": {
-                    "meanfreq": 0.189133269847628,
-                    "sd": 0.0677758926917972,
-                    "median": 0.205988023952096,
-                    "Q25": 0.178443113772455,
-                    "Q75": 0.234251497005988,
-                    "IQR": 0.0558083832335329,
-                    "skew": 3.26241067173923,
-                    "kurt": 21.9655796931412,
-                    "sp.ent": 0.909747127706589,
-                    "sfm": 0.479467069878271,
-                    "mode": 0.050059880239521,
-                    "centroid": 0.189133269847628,
-                    "meanfun": 0.171696223404038,
-                    "minfun": 0.0173724212812161,
-                    "maxfun": 0.275862068965517,
-                    "meandom": 0.181884765625,
-                    "mindom": 0.0234375,
-                    "maxdom": 0.625,
-                    "dfrange": 0.6015625,
-                    "modindx": 0.281524926686217,
-                    "label": "female"
-                }
-            },
-            {
-                "scenario_id": "049",
-                "features": {
-                    "meanfreq": 0.138468276741923,
-                    "sd": 0.0858475695523178,
-                    "median": 0.134288864388093,
-                    "Q25": 0.0682249173098126,
-                    "Q75": 0.222116868798236,
-                    "IQR": 0.153891951488423,
-                    "skew": 27.284093182345,
-                    "kurt": 910.944400881394,
-                    "sp.ent": 0.937911685581928,
-                    "sfm": 0.66525148803403,
-                    "mode": 0.0,
-                    "centroid": 0.138468276741923,
-                    "meanfun": 0.105228296463273,
-                    "minfun": 0.0165118679050568,
-                    "maxfun": 0.275862068965517,
-                    "meandom": 0.01671875,
-                    "mindom": 0.0078125,
-                    "maxdom": 0.4375,
-                    "dfrange": 0.4296875,
-                    "modindx": 0.0423005565862709,
-                    "label": "male"
-                }
-            },
-            {
-                "scenario_id": "053",
-                "features": {
-                    "meanfreq": 0.181036339268763,
-                    "sd": 0.0593245027842088,
-                    "median": 0.189328859060403,
-                    "Q25": 0.132953020134228,
-                    "Q75": 0.22503355704698,
-                    "IQR": 0.0920805369127517,
-                    "skew": 0.981244472402088,
-                    "kurt": 3.38793653238609,
-                    "sp.ent": 0.935145815367085,
-                    "sfm": 0.501281601674747,
-                    "mode": 0.205302013422819,
-                    "centroid": 0.181036339268763,
-                    "meanfun": 0.112473352449598,
-                    "minfun": 0.0469667318982388,
-                    "maxfun": 0.274285714285714,
-                    "meandom": 1.072265625,
-                    "mindom": 0.0234375,
-                    "maxdom": 5.71875,
-                    "dfrange": 5.6953125,
-                    "modindx": 0.133215755437978,
-                    "label": "male"
-                }
-            },
-            {
-                "scenario_id": "054",
-                "features": {
-                    "meanfreq": 0.195171422064629,
-                    "sd": 0.0637804155703353,
-                    "median": 0.223468834688347,
-                    "Q25": 0.137344173441734,
-                    "Q75": 0.249268292682927,
-                    "IQR": 0.111924119241192,
-                    "skew": 1.35017459711621,
-                    "kurt": 4.08013847500776,
-                    "sp.ent": 0.916565860560074,
-                    "sfm": 0.455478933181023,
-                    "mode": 0.233712737127371,
-                    "centroid": 0.195171422064629,
-                    "meanfun": 0.124391976694222,
-                    "minfun": 0.047952047952048,
-                    "maxfun": 0.27906976744186,
-                    "meandom": 1.02272727272727,
-                    "mindom": 0.0234375,
-                    "maxdom": 5.90625,
-                    "dfrange": 5.8828125,
-                    "modindx": 0.126059863111656,
-                    "label": "male"
-                }
-            },
-            {
-                "scenario_id": "055",
-                "features": {
-                    "meanfreq": 0.17228601785684,
-                    "sd": 0.0628727305987774,
-                    "median": 0.19148982957669,
-                    "Q25": 0.158086860912589,
-                    "Q75": 0.209807586586036,
-                    "IQR": 0.051720725673447,
-                    "skew": 3.13438332714256,
-                    "kurt": 14.2621542619823,
-                    "sp.ent": 0.920398749080456,
-                    "sfm": 0.574005405444382,
-                    "mode": 0.206575041231446,
-                    "centroid": 0.17228601785684,
-                    "meanfun": 0.157403455518215,
-                    "minfun": 0.0233576642335766,
-                    "maxfun": 0.271186440677966,
-                    "meandom": 0.276241987179487,
-                    "mindom": 0.0078125,
-                    "maxdom": 3.8828125,
-                    "dfrange": 3.875,
-                    "modindx": 0.0387968613775065,
-                    "label": "female"
-                }
-            },
-            {
-                "scenario_id": "061",
-                "features": {
-                    "meanfreq": 0.168163037839584,
-                    "sd": 0.0476991303449786,
-                    "median": 0.171259968102073,
-                    "Q25": 0.15585326953748,
-                    "Q75": 0.188006379585327,
-                    "IQR": 0.0321531100478469,
-                    "skew": 3.18580125981531,
-                    "kurt": 15.4643454212354,
-                    "sp.ent": 0.874367109650402,
-                    "sfm": 0.377036481185203,
-                    "mode": 0.15585326953748,
-                    "centroid": 0.168163037839584,
-                    "meanfun": 0.169211770627421,
-                    "minfun": 0.0695652173913043,
-                    "maxfun": 0.275862068965517,
-                    "meandom": 0.356060606060606,
-                    "mindom": 0.0078125,
-                    "maxdom": 4.484375,
-                    "dfrange": 4.4765625,
-                    "modindx": 0.0827334205933682,
-                    "label": "female"
-                }
-            },
-            {
-                "scenario_id": "068",
-                "features": {
-                    "meanfreq": 0.225668322236722,
-                    "sd": 0.0339658210131553,
-                    "median": 0.233194029850746,
-                    "Q25": 0.204776119402985,
-                    "Q75": 0.24865671641791,
-                    "IQR": 0.0438805970149254,
-                    "skew": 2.04677783911805,
-                    "kurt": 7.16901857466507,
-                    "sp.ent": 0.843486616379637,
-                    "sfm": 0.18246740871777,
-                    "mode": 0.233194029850746,
-                    "centroid": 0.225668322236722,
-                    "meanfun": 0.175208556735124,
-                    "minfun": 0.0475718533201189,
-                    "maxfun": 0.274285714285714,
-                    "meandom": 1.41222426470588,
-                    "mindom": 0.0234375,
-                    "maxdom": 17.625,
-                    "dfrange": 17.6015625,
-                    "modindx": 0.0898801597869507,
-                    "label": "female"
-                }
-            },
-            {
-                "scenario_id": "072",
-                "features": {
-                    "meanfreq": 0.202860505512182,
-                    "sd": 0.0400717376456234,
-                    "median": 0.210312699425654,
-                    "Q25": 0.197268666241225,
-                    "Q75": 0.22085513720485,
-                    "IQR": 0.0235864709636247,
-                    "skew": 3.16142549248277,
-                    "kurt": 13.6502522151413,
-                    "sp.ent": 0.829153359612488,
-                    "sfm": 0.24279692321002,
-                    "mode": 0.196553924696873,
-                    "centroid": 0.202860505512182,
-                    "meanfun": 0.203805874082818,
-                    "minfun": 0.0826446280991736,
-                    "maxfun": 0.24390243902439,
-                    "meandom": 0.501302083333333,
-                    "mindom": 0.0048828125,
-                    "maxdom": 1.4208984375,
-                    "dfrange": 1.416015625,
-                    "modindx": 0.375464190981432,
-                    "label": "female"
-                }
-            },
-            {
-                "scenario_id": "075",
-                "features": {
-                    "meanfreq": 0.194187618217875,
-                    "sd": 0.0351087885035819,
-                    "median": 0.196923076923077,
-                    "Q25": 0.176153846153846,
-                    "Q75": 0.209615384615385,
-                    "IQR": 0.0334615384615385,
-                    "skew": 2.97611234027092,
-                    "kurt": 13.2992635730549,
-                    "sp.ent": 0.850313019919952,
-                    "sfm": 0.26314353116723,
-                    "mode": 0.204230769230769,
-                    "centroid": 0.194187618217875,
-                    "meanfun": 0.179227904805656,
-                    "minfun": 0.0475247524752475,
-                    "maxfun": 0.27906976744186,
-                    "meandom": 1.61320754716981,
-                    "mindom": 0.0234375,
-                    "maxdom": 8.53125,
-                    "dfrange": 8.5078125,
-                    "modindx": 0.0565019396188227,
-                    "label": "female"
-                }
-            },
-            {
-                "scenario_id": "076",
-                "features": {
-                    "meanfreq": 0.201080788502546,
-                    "sd": 0.0593033279061618,
-                    "median": 0.220290791599354,
-                    "Q25": 0.136607431340872,
-                    "Q75": 0.257382875605816,
-                    "IQR": 0.120775444264943,
-                    "skew": 2.01663794470258,
-                    "kurt": 7.43704646105539,
-                    "sp.ent": 0.890206162546051,
-                    "sfm": 0.270385354258682,
-                    "mode": 0.259644588045234,
-                    "centroid": 0.201080788502546,
-                    "meanfun": 0.125249458980866,
-                    "minfun": 0.0471976401179941,
-                    "maxfun": 0.263736263736264,
-                    "meandom": 0.463955965909091,
-                    "mindom": 0.0234375,
-                    "maxdom": 2.671875,
-                    "dfrange": 2.6484375,
-                    "modindx": 0.070353982300885,
-                    "label": "male"
-                }
-            },
-            {
-                "scenario_id": "077",
-                "features": {
-                    "meanfreq": 0.154071438880287,
-                    "sd": 0.0613588278686986,
-                    "median": 0.171242937853107,
-                    "Q25": 0.147514124293785,
-                    "Q75": 0.189435028248588,
-                    "IQR": 0.0419209039548022,
-                    "skew": 2.61445217750401,
-                    "kurt": 10.0709994411921,
-                    "sp.ent": 0.896255184935014,
-                    "sfm": 0.505113350462097,
-                    "mode": 0.188248587570621,
-                    "centroid": 0.154071438880287,
-                    "meanfun": 0.166609961723508,
-                    "minfun": 0.043956043956044,
-                    "maxfun": 0.231884057971014,
-                    "meandom": 0.56640625,
-                    "mindom": 0.015625,
-                    "maxdom": 6.2265625,
-                    "dfrange": 6.2109375,
-                    "modindx": 0.0839067702552719,
-                    "label": "female"
-                }
-            },
-            {
-                "scenario_id": "078",
-                "features": {
-                    "meanfreq": 0.235183451969049,
-                    "sd": 0.0363350235336348,
-                    "median": 0.24,
-                    "Q25": 0.225794392523364,
-                    "Q75": 0.256448598130841,
-                    "IQR": 0.0306542056074766,
-                    "skew": 2.37205798772952,
-                    "kurt": 8.52931826621172,
-                    "sp.ent": 0.82215736294184,
-                    "sfm": 0.190324417416337,
-                    "mode": 0.238130841121495,
-                    "centroid": 0.235183451969049,
-                    "meanfun": 0.181767480921538,
-                    "minfun": 0.0470127326150832,
-                    "maxfun": 0.275862068965517,
-                    "meandom": 1.35274174528302,
-                    "mindom": 0.234375,
-                    "maxdom": 6.2109375,
-                    "dfrange": 5.9765625,
-                    "modindx": 0.114624183006536,
-                    "label": "female"
-                }
-            },
-            {
-                "scenario_id": "081",
-                "features": {
-                    "meanfreq": 0.210378654440517,
-                    "sd": 0.044542219558315,
-                    "median": 0.207963246554364,
-                    "Q25": 0.18781010719755,
-                    "Q75": 0.247840735068913,
-                    "IQR": 0.0600306278713629,
-                    "skew": 2.09208640464715,
-                    "kurt": 8.04721021759818,
-                    "sp.ent": 0.88020079496179,
-                    "sfm": 0.311898398958811,
-                    "mode": 0.18781010719755,
-                    "centroid": 0.210378654440517,
-                    "meanfun": 0.158241621768681,
-                    "minfun": 0.0470127326150832,
-                    "maxfun": 0.274285714285714,
-                    "meandom": 1.3359375,
-                    "mindom": 0.0234375,
-                    "maxdom": 8.7890625,
-                    "dfrange": 8.765625,
-                    "modindx": 0.0892008318478907,
-                    "label": "female"
-                }
-            },
-            {
-                "scenario_id": "083",
-                "features": {
-                    "meanfreq": 0.184828522315123,
-                    "sd": 0.0368782723139142,
-                    "median": 0.180816326530612,
-                    "Q25": 0.164489795918367,
-                    "Q75": 0.202448979591837,
-                    "IQR": 0.0379591836734694,
-                    "skew": 3.06109458854977,
-                    "kurt": 14.827440762771,
-                    "sp.ent": 0.8545762674629,
-                    "sfm": 0.275261367064512,
-                    "mode": 0.166122448979592,
-                    "centroid": 0.184828522315123,
-                    "meanfun": 0.172435330472627,
-                    "minfun": 0.0484359233097881,
-                    "maxfun": 0.275862068965517,
-                    "meandom": 0.708864795918367,
-                    "mindom": 0.0234375,
-                    "maxdom": 5.71875,
-                    "dfrange": 5.6953125,
-                    "modindx": 0.0760381593714927,
-                    "label": "female"
-                }
-            },
-            {
-                "scenario_id": "089",
-                "features": {
-                    "meanfreq": 0.0934023088378013,
-                    "sd": 0.0706121335873684,
-                    "median": 0.0681699346405229,
-                    "Q25": 0.0329411764705882,
-                    "Q75": 0.157843137254902,
-                    "IQR": 0.124901960784314,
-                    "skew": 1.80811279709302,
-                    "kurt": 7.52236060413309,
-                    "sp.ent": 0.94540846220367,
-                    "sfm": 0.632646768487425,
-                    "mode": 0.0210457516339869,
-                    "centroid": 0.0934023088378013,
-                    "meanfun": 0.160136683956818,
-                    "minfun": 0.0238805970149254,
-                    "maxfun": 0.266666666666667,
-                    "meandom": 0.240056818181818,
-                    "mindom": 0.0078125,
-                    "maxdom": 0.5859375,
-                    "dfrange": 0.578125,
-                    "modindx": 0.438223938223938,
-                    "label": "female"
-                }
-            },
-            {
-                "scenario_id": "092",
-                "features": {
-                    "meanfreq": 0.178491210869847,
-                    "sd": 0.0551653790966927,
-                    "median": 0.193881578947368,
-                    "Q25": 0.132171052631579,
-                    "Q75": 0.211842105263158,
-                    "IQR": 0.079671052631579,
-                    "skew": 2.57184028408736,
-                    "kurt": 12.2328310928566,
-                    "sp.ent": 0.911291538930057,
-                    "sfm": 0.432742048216034,
-                    "mode": 0.198486842105263,
-                    "centroid": 0.178491210869847,
-                    "meanfun": 0.125876413514337,
-                    "minfun": 0.0470127326150832,
-                    "maxfun": 0.27906976744186,
-                    "meandom": 1.0672637195122,
-                    "mindom": 0.0234375,
-                    "maxdom": 6.796875,
-                    "dfrange": 6.7734375,
-                    "modindx": 0.116057233704293,
-                    "label": "male"
-                }
-            },
-            {
-                "scenario_id": "094",
-                "features": {
-                    "meanfreq": 0.194774015090105,
-                    "sd": 0.0302659435503791,
-                    "median": 0.190627306273063,
-                    "Q25": 0.175387453874539,
-                    "Q75": 0.209483394833948,
-                    "IQR": 0.0340959409594096,
-                    "skew": 2.79784378643391,
-                    "kurt": 11.2590502996126,
-                    "sp.ent": 0.838213294977376,
-                    "sfm": 0.129737752221074,
-                    "mode": 0.175129151291513,
-                    "centroid": 0.194774015090105,
-                    "meanfun": 0.145136114259765,
-                    "minfun": 0.0164778578784758,
-                    "maxfun": 0.275862068965517,
-                    "meandom": 1.4890625,
-                    "mindom": 0.1796875,
-                    "maxdom": 6.9765625,
-                    "dfrange": 6.796875,
-                    "modindx": 0.283908045977011,
-                    "label": "female"
-                }
-            },
-            {
-                "scenario_id": "095",
-                "features": {
-                    "meanfreq": 0.199317113812423,
-                    "sd": 0.040592706598331,
-                    "median": 0.202853628536285,
-                    "Q25": 0.190110701107011,
-                    "Q75": 0.219212792127921,
-                    "IQR": 0.0291020910209102,
-                    "skew": 2.7432555042877,
-                    "kurt": 10.895849132393,
-                    "sp.ent": 0.857502002568237,
-                    "sfm": 0.282200523153478,
-                    "mode": 0.190110701107011,
-                    "centroid": 0.199317113812423,
-                    "meanfun": 0.191390613727156,
-                    "minfun": 0.0925925925925926,
-                    "maxfun": 0.232558139534884,
-                    "meandom": 0.4609375,
-                    "mindom": 0.1953125,
-                    "maxdom": 0.80078125,
-                    "dfrange": 0.60546875,
-                    "modindx": 0.741935483870968,
-                    "label": "female"
-                }
-            },
-            {
-                "scenario_id": "097",
-                "features": {
-                    "meanfreq": 0.157614967322428,
-                    "sd": 0.0581505556552607,
-                    "median": 0.165837837837838,
-                    "Q25": 0.102702702702703,
-                    "Q75": 0.204108108108108,
-                    "IQR": 0.101405405405405,
-                    "skew": 3.10622443051456,
-                    "kurt": 15.6211748454237,
-                    "sp.ent": 0.90915269257565,
-                    "sfm": 0.448449670147932,
-                    "mode": 0.100324324324324,
-                    "centroid": 0.157614967322428,
-                    "meanfun": 0.103799480099905,
-                    "minfun": 0.0354609929078014,
-                    "maxfun": 0.277777777777778,
-                    "meandom": 0.658069957386364,
-                    "mindom": 0.048828125,
-                    "maxdom": 3.7548828125,
-                    "dfrange": 3.7060546875,
-                    "modindx": 0.202961289917812,
-                    "label": "male"
-                }
-            },
-            {
-                "scenario_id": "098",
-                "features": {
-                    "meanfreq": 0.236497670412975,
-                    "sd": 0.0331276713156146,
-                    "median": 0.24156862745098,
-                    "Q25": 0.22281045751634,
-                    "Q75": 0.258039215686274,
-                    "IQR": 0.0352287581699346,
-                    "skew": 2.13943567678021,
-                    "kurt": 7.06670871216808,
-                    "sp.ent": 0.819932966472741,
-                    "sfm": 0.152012197232786,
-                    "mode": 0.252549019607843,
-                    "centroid": 0.236497670412975,
-                    "meanfun": 0.182796409307381,
-                    "minfun": 0.0476663356504469,
-                    "maxfun": 0.27906976744186,
-                    "meandom": 1.14717060810811,
-                    "mindom": 0.0234375,
-                    "maxdom": 8.203125,
-                    "dfrange": 8.1796875,
-                    "modindx": 0.110011287661717,
-                    "label": "female"
-                }
-            },
-            {
-                "scenario_id": "099",
-                "features": {
-                    "meanfreq": 0.184568152682171,
-                    "sd": 0.0348245275986204,
-                    "median": 0.183302325581395,
-                    "Q25": 0.172883720930233,
-                    "Q75": 0.201209302325581,
-                    "IQR": 0.0283255813953488,
-                    "skew": 3.14053702299215,
-                    "kurt": 13.5954323975778,
-                    "sp.ent": 0.824721770951271,
-                    "sfm": 0.247160090493314,
-                    "mode": 0.174186046511628,
-                    "centroid": 0.184568152682171,
-                    "meanfun": 0.161185465631379,
-                    "minfun": 0.0345572354211663,
-                    "maxfun": 0.207792207792208,
-                    "meandom": 0.961681547619048,
-                    "mindom": 0.078125,
-                    "maxdom": 6.6484375,
-                    "dfrange": 6.5703125,
-                    "modindx": 0.250178359096314,
-                    "label": "female"
-                }
-            },
-            {
-                "scenario_id": "103",
-                "features": {
-                    "meanfreq": 0.18933411504211,
-                    "sd": 0.042641204085931,
-                    "median": 0.193545816733068,
-                    "Q25": 0.185737051792829,
-                    "Q75": 0.202470119521912,
-                    "IQR": 0.0167330677290837,
-                    "skew": 4.31606187339706,
-                    "kurt": 24.3345195266774,
-                    "sp.ent": 0.83106980982271,
-                    "sfm": 0.289889800328753,
-                    "mode": 0.195219123505976,
-                    "centroid": 0.18933411504211,
-                    "meanfun": 0.190996322922555,
-                    "minfun": 0.0952380952380952,
-                    "maxfun": 0.277777777777778,
-                    "meandom": 0.476392663043478,
-                    "mindom": 0.1953125,
-                    "maxdom": 0.7861328125,
-                    "dfrange": 0.5908203125,
-                    "modindx": 0.857764245324054,
-                    "label": "female"
-                }
-            },
-            {
-                "scenario_id": "104",
-                "features": {
-                    "meanfreq": 0.229655582822513,
-                    "sd": 0.0414934780090592,
-                    "median": 0.239626168224299,
-                    "Q25": 0.201495327102804,
-                    "Q75": 0.263551401869159,
-                    "IQR": 0.0620560747663552,
-                    "skew": 2.32263782948408,
-                    "kurt": 9.943457623882,
-                    "sp.ent": 0.860795691443984,
-                    "sfm": 0.227796324886739,
-                    "mode": 0.264672897196262,
-                    "centroid": 0.229655582822513,
-                    "meanfun": 0.177046977487979,
-                    "minfun": 0.0577617328519856,
-                    "maxfun": 0.27906976744186,
-                    "meandom": 1.30640625,
-                    "mindom": 0.0234375,
-                    "maxdom": 6.4921875,
-                    "dfrange": 6.46875,
-                    "modindx": 0.125038544557508,
-                    "label": "female"
-                }
-            },
-            {
-                "scenario_id": "105",
-                "features": {
-                    "meanfreq": 0.20881530082504,
-                    "sd": 0.0389788145737538,
-                    "median": 0.209896296296296,
-                    "Q25": 0.194133333333333,
-                    "Q75": 0.226903703703704,
-                    "IQR": 0.0327703703703704,
-                    "skew": 2.65404977228559,
-                    "kurt": 10.4403728668703,
-                    "sp.ent": 0.859345727896137,
-                    "sfm": 0.268131377959219,
-                    "mode": 0.197451851851852,
-                    "centroid": 0.20881530082504,
-                    "meanfun": 0.166116976637091,
-                    "minfun": 0.0476190476190476,
-                    "maxfun": 0.272727272727273,
-                    "meandom": 1.25071022727273,
-                    "mindom": 0.0234375,
-                    "maxdom": 8.859375,
-                    "dfrange": 8.8359375,
-                    "modindx": 0.12138768672344,
-                    "label": "female"
-                }
-            },
-            {
-                "scenario_id": "106",
-                "features": {
-                    "meanfreq": 0.0994244101427409,
-                    "sd": 0.0714716194808831,
-                    "median": 0.0841628959276018,
-                    "Q25": 0.0421719457013575,
-                    "Q75": 0.135022624434389,
-                    "IQR": 0.0928506787330317,
-                    "skew": 1.94817993118993,
-                    "kurt": 12.9577900112249,
-                    "sp.ent": 0.954684293887517,
-                    "sfm": 0.670204595203808,
-                    "mode": 0.0,
-                    "centroid": 0.0994244101427409,
-                    "meanfun": 0.105464546025693,
-                    "minfun": 0.018018018018018,
-                    "maxfun": 0.266666666666667,
-                    "meandom": 0.0661892361111111,
-                    "mindom": 0.0078125,
-                    "maxdom": 0.515625,
-                    "dfrange": 0.5078125,
-                    "modindx": 0.118881118881119,
-                    "label": "male"
-                }
-            },
-            {
-                "scenario_id": "107",
-                "features": {
-                    "meanfreq": 0.181565201555973,
-                    "sd": 0.0379591507296287,
-                    "median": 0.175561497326203,
-                    "Q25": 0.165454545454545,
-                    "Q75": 0.198395721925134,
-                    "IQR": 0.0329411764705882,
-                    "skew": 2.97510044465568,
-                    "kurt": 12.867534827086,
-                    "sp.ent": 0.853810091045273,
-                    "sfm": 0.295184402745791,
-                    "mode": 0.171069518716578,
-                    "centroid": 0.181565201555973,
-                    "meanfun": 0.164492857734515,
-                    "minfun": 0.0215633423180593,
-                    "maxfun": 0.213333333333333,
-                    "meandom": 0.543174342105263,
-                    "mindom": 0.1640625,
-                    "maxdom": 6.9296875,
-                    "dfrange": 6.765625,
-                    "modindx": 0.111367718758019,
-                    "label": "female"
-                }
-            },
-            {
-                "scenario_id": "108",
-                "features": {
-                    "meanfreq": 0.176745787087471,
-                    "sd": 0.0662806937326515,
-                    "median": 0.188940677966102,
-                    "Q25": 0.161652542372881,
-                    "Q75": 0.218601694915254,
-                    "IQR": 0.0569491525423729,
-                    "skew": 2.46630192782567,
-                    "kurt": 9.93477999768727,
-                    "sp.ent": 0.92689189666378,
-                    "sfm": 0.584856267297176,
-                    "mode": 0.185084745762712,
-                    "centroid": 0.176745787087471,
-                    "meanfun": 0.17778247039404,
-                    "minfun": 0.0176795580110497,
-                    "maxfun": 0.275862068965517,
-                    "meandom": 0.797475961538462,
-                    "mindom": 0.1875,
-                    "maxdom": 5.375,
-                    "dfrange": 5.1875,
-                    "modindx": 0.173820281124498,
-                    "label": "female"
-                }
-            },
-            {
-                "scenario_id": "109",
-                "features": {
-                    "meanfreq": 0.193588997357512,
-                    "sd": 0.0523506508413738,
-                    "median": 0.201535947712418,
-                    "Q25": 0.163790849673203,
-                    "Q75": 0.23562091503268,
-                    "IQR": 0.0718300653594771,
-                    "skew": 5.41771276289735,
-                    "kurt": 66.0911654025609,
-                    "sp.ent": 0.909692502978078,
-                    "sfm": 0.295222308240894,
-                    "mode": 0.0901307189542484,
-                    "centroid": 0.193588997357512,
-                    "meanfun": 0.0815047321003695,
-                    "minfun": 0.0161453077699294,
-                    "maxfun": 0.262295081967213,
-                    "meandom": 0.256893382352941,
-                    "mindom": 0.0078125,
-                    "maxdom": 3.2421875,
-                    "dfrange": 3.234375,
-                    "modindx": 0.0817596252378861,
-                    "label": "male"
-                }
-            },
-            {
-                "scenario_id": "115",
-                "features": {
-                    "meanfreq": 0.100905502373324,
-                    "sd": 0.0805077394279622,
-                    "median": 0.0982456140350877,
-                    "Q25": 0.0292007797270955,
-                    "Q75": 0.176842105263158,
-                    "IQR": 0.147641325536062,
-                    "skew": 22.6493837840808,
-                    "kurt": 592.563381275994,
-                    "sp.ent": 0.908473065582301,
-                    "sfm": 0.617015328600627,
-                    "mode": 0.0,
-                    "centroid": 0.100905502373324,
-                    "meanfun": 0.0815745824314883,
-                    "minfun": 0.0176017601760176,
-                    "maxfun": 0.275862068965517,
-                    "meandom": 0.0078125,
-                    "mindom": 0.0078125,
-                    "maxdom": 0.0078125,
-                    "dfrange": 0.0,
-                    "modindx": 0.0,
-                    "label": "male"
-                }
-            },
-            {
-                "scenario_id": "118",
-                "features": {
-                    "meanfreq": 0.197922300160081,
-                    "sd": 0.0425744873290185,
-                    "median": 0.196526772793054,
-                    "Q25": 0.166541244573082,
-                    "Q75": 0.235021707670043,
-                    "IQR": 0.0684804630969609,
-                    "skew": 0.994004693888631,
-                    "kurt": 2.88087100075407,
-                    "sp.ent": 0.899214572837321,
-                    "sfm": 0.295973588257758,
-                    "mode": 0.195311143270622,
-                    "centroid": 0.197922300160081,
-                    "meanfun": 0.156970523646417,
-                    "minfun": 0.0471976401179941,
-                    "maxfun": 0.277456647398844,
-                    "meandom": 0.8974609375,
-                    "mindom": 0.0234375,
-                    "maxdom": 4.078125,
-                    "dfrange": 4.0546875,
-                    "modindx": 0.131820104328211,
-                    "label": "female"
-                }
-            },
-            {
-                "scenario_id": "120",
-                "features": {
-                    "meanfreq": 0.111692075989485,
-                    "sd": 0.0797445227076995,
-                    "median": 0.104220183486239,
-                    "Q25": 0.0392660550458716,
-                    "Q75": 0.154862385321101,
-                    "IQR": 0.115596330275229,
-                    "skew": 0.985696261839665,
-                    "kurt": 3.81685607974441,
-                    "sp.ent": 0.968797285746685,
-                    "sfm": 0.781833952696241,
-                    "mode": 0.0088073394495412,
-                    "centroid": 0.111692075989485,
-                    "meanfun": 0.124566869100242,
-                    "minfun": 0.0168421052631579,
-                    "maxfun": 0.253968253968254,
-                    "meandom": 0.101102941176471,
-                    "mindom": 0.0078125,
-                    "maxdom": 0.3125,
-                    "dfrange": 0.3046875,
-                    "modindx": 0.291666666666667,
-                    "label": "male"
-                }
-            },
-            {
-                "scenario_id": "122",
-                "features": {
-                    "meanfreq": 0.180373734287795,
-                    "sd": 0.0651841637287949,
-                    "median": 0.190067264573991,
-                    "Q25": 0.143295964125561,
-                    "Q75": 0.226793721973094,
-                    "IQR": 0.0834977578475336,
-                    "skew": 2.98436227790936,
-                    "kurt": 29.1728817545285,
-                    "sp.ent": 0.93822053779364,
-                    "sfm": 0.543523469915466,
-                    "mode": 0.0,
-                    "centroid": 0.180373734287795,
-                    "meanfun": 0.169398033517666,
-                    "minfun": 0.0173724212812161,
-                    "maxfun": 0.275862068965517,
-                    "meandom": 0.10499237804878,
-                    "mindom": 0.0078125,
-                    "maxdom": 0.6015625,
-                    "dfrange": 0.59375,
-                    "modindx": 0.143609022556391,
-                    "label": "female"
-                }
-            },
-            {
-                "scenario_id": "124",
-                "features": {
-                    "meanfreq": 0.185940217120899,
-                    "sd": 0.0428082913861915,
-                    "median": 0.193637621023513,
-                    "Q25": 0.183762102351314,
-                    "Q75": 0.20448132780083,
-                    "IQR": 0.0207192254495159,
-                    "skew": 3.66070593070317,
-                    "kurt": 17.4199385871917,
-                    "sp.ent": 0.830836800047803,
-                    "sfm": 0.289265003830929,
-                    "mode": 0.200414937759336,
-                    "centroid": 0.185940217120899,
-                    "meanfun": 0.191010456396889,
-                    "minfun": 0.0427350427350427,
-                    "maxfun": 0.27027027027027,
-                    "meandom": 0.330810546875,
-                    "mindom": 0.185546875,
-                    "maxdom": 0.771484375,
-                    "dfrange": 0.5859375,
-                    "modindx": 0.399621212121212,
-                    "label": "female"
-                }
-            },
-            {
-                "scenario_id": "125",
-                "features": {
-                    "meanfreq": 0.0596454867381567,
-                    "sd": 0.0728365426218379,
-                    "median": 0.0269946808510638,
-                    "Q25": 0.008377659574468,
-                    "Q75": 0.0759574468085106,
-                    "IQR": 0.0675797872340426,
-                    "skew": 5.63891411698481,
-                    "kurt": 43.9541470985934,
-                    "sp.ent": 0.872789101029896,
-                    "sfm": 0.418733127770042,
-                    "mode": 0.0013031914893617,
-                    "centroid": 0.0596454867381567,
-                    "meanfun": 0.104004298311334,
-                    "minfun": 0.0157790927021696,
-                    "maxfun": 0.266666666666667,
-                    "meandom": 0.246760670731707,
-                    "mindom": 0.0078125,
-                    "maxdom": 5.0703125,
-                    "dfrange": 5.0625,
-                    "modindx": 0.0874228395061728,
-                    "label": "male"
-                }
-            },
-            {
-                "scenario_id": "126",
-                "features": {
-                    "meanfreq": 0.18018551478422,
-                    "sd": 0.046691835863527,
-                    "median": 0.177438951756998,
-                    "Q25": 0.1639309112567,
-                    "Q75": 0.204621798689696,
-                    "IQR": 0.0406908874329958,
-                    "skew": 2.94675890024619,
-                    "kurt": 14.3282685912802,
-                    "sp.ent": 0.898185033851447,
-                    "sfm": 0.389866046851751,
-                    "mode": 0.168433591423466,
-                    "centroid": 0.18018551478422,
-                    "meanfun": 0.146992114949858,
-                    "minfun": 0.0160804020100502,
-                    "maxfun": 0.258064516129032,
-                    "meandom": 1.79788306451613,
-                    "mindom": 0.203125,
-                    "maxdom": 7.0,
-                    "dfrange": 6.796875,
-                    "modindx": 0.237233169129721,
-                    "label": "female"
-                }
-            },
-            {
-                "scenario_id": "128",
-                "features": {
-                    "meanfreq": 0.224207222008072,
-                    "sd": 0.0322664320666928,
-                    "median": 0.230322580645161,
-                    "Q25": 0.212258064516129,
-                    "Q75": 0.240483870967742,
-                    "IQR": 0.0282258064516129,
-                    "skew": 3.25874984651577,
-                    "kurt": 16.0176072347745,
-                    "sp.ent": 0.824445860104181,
-                    "sfm": 0.169864385729025,
-                    "mode": 0.231827956989247,
-                    "centroid": 0.224207222008072,
-                    "meanfun": 0.187532761222313,
-                    "minfun": 0.0512273212379936,
-                    "maxfun": 0.27906976744186,
-                    "meandom": 0.872792119565217,
-                    "mindom": 0.0234375,
-                    "maxdom": 10.171875,
-                    "dfrange": 10.1484375,
-                    "modindx": 0.0367205542725173,
-                    "label": "female"
-                }
-            },
-            {
-                "scenario_id": "129",
-                "features": {
-                    "meanfreq": 0.176642740134497,
-                    "sd": 0.0612728005362103,
-                    "median": 0.176666666666667,
-                    "Q25": 0.125,
-                    "Q75": 0.23,
-                    "IQR": 0.105,
-                    "skew": 1.32708250063798,
-                    "kurt": 5.17777690115826,
-                    "sp.ent": 0.931208692775917,
-                    "sfm": 0.496348950803872,
-                    "mode": 0.167777777777778,
-                    "centroid": 0.176642740134497,
-                    "meanfun": 0.108005753144726,
-                    "minfun": 0.050314465408805,
-                    "maxfun": 0.274285714285714,
-                    "meandom": 0.547585227272727,
-                    "mindom": 0.0234375,
-                    "maxdom": 3.5859375,
-                    "dfrange": 3.5625,
-                    "modindx": 0.117690058479532,
-                    "label": "male"
-                }
-            },
-            {
-                "scenario_id": "130",
-                "features": {
-                    "meanfreq": 0.178720687609544,
-                    "sd": 0.0585940367755305,
-                    "median": 0.186512396694215,
-                    "Q25": 0.120330578512397,
-                    "Q75": 0.23001652892562,
-                    "IQR": 0.109685950413223,
-                    "skew": 1.09419045736763,
-                    "kurt": 3.67454038285606,
-                    "sp.ent": 0.926339465478337,
-                    "sfm": 0.43266920930778,
-                    "mode": 0.235570247933884,
-                    "centroid": 0.178720687609544,
-                    "meanfun": 0.118034404296605,
-                    "minfun": 0.0473840078973346,
-                    "maxfun": 0.275862068965517,
-                    "meandom": 1.81584821428571,
-                    "mindom": 0.0234375,
-                    "maxdom": 7.96875,
-                    "dfrange": 7.9453125,
-                    "modindx": 0.136331021286773,
-                    "label": "male"
-                }
-            },
-            {
-                "scenario_id": "137",
-                "features": {
-                    "meanfreq": 0.192992763243083,
-                    "sd": 0.0653037229565589,
-                    "median": 0.183913043478261,
-                    "Q25": 0.138695652173913,
-                    "Q75": 0.262173913043478,
-                    "IQR": 0.123478260869565,
-                    "skew": 2.31495472994321,
-                    "kurt": 8.65572830839748,
-                    "sp.ent": 0.886977291567868,
-                    "sfm": 0.396901672144098,
-                    "mode": 0.138260869565217,
-                    "centroid": 0.192992763243083,
-                    "meanfun": 0.147962940742318,
-                    "minfun": 0.0519480519480519,
-                    "maxfun": 0.277456647398844,
-                    "meandom": 1.40682164634146,
-                    "mindom": 0.0234375,
-                    "maxdom": 9.46875,
-                    "dfrange": 9.4453125,
-                    "modindx": 0.110835401157982,
-                    "label": "male"
-                }
-            },
-            {
-                "scenario_id": "139",
-                "features": {
-                    "meanfreq": 0.148742418150761,
-                    "sd": 0.0862599270568749,
-                    "median": 0.173049853372434,
-                    "Q25": 0.0706158357771261,
-                    "Q75": 0.219853372434018,
-                    "IQR": 0.149237536656892,
-                    "skew": 3.03717735845674,
-                    "kurt": 27.723483121106,
-                    "sp.ent": 0.969099012014364,
-                    "sfm": 0.782449104495246,
-                    "mode": 0.0500879765395894,
-                    "centroid": 0.148742418150761,
-                    "meanfun": 0.110761255521427,
-                    "minfun": 0.0198511166253102,
-                    "maxfun": 0.275862068965517,
-                    "meandom": 1.7115162037037,
-                    "mindom": 0.0078125,
-                    "maxdom": 5.2421875,
-                    "dfrange": 5.234375,
-                    "modindx": 0.356537313432836,
-                    "label": "male"
-                }
-            },
-            {
-                "scenario_id": "146",
-                "features": {
-                    "meanfreq": 0.14650598812457,
-                    "sd": 0.0804598044423198,
-                    "median": 0.140555996822875,
-                    "Q25": 0.0958538522637013,
-                    "Q75": 0.215281969817315,
-                    "IQR": 0.119428117553614,
-                    "skew": 1.89147966771001,
-                    "kurt": 8.02251337687106,
-                    "sp.ent": 0.958059426270558,
-                    "sfm": 0.708361136682696,
-                    "mode": 0.0,
-                    "centroid": 0.14650598812457,
-                    "meanfun": 0.120496280839578,
-                    "minfun": 0.0246153846153846,
-                    "maxfun": 0.258064516129032,
-                    "meandom": 0.350883152173913,
-                    "mindom": 0.0078125,
-                    "maxdom": 4.1171875,
-                    "dfrange": 4.109375,
-                    "modindx": 0.0798479087452472,
-                    "label": "male"
-                }
-            },
-            {
-                "scenario_id": "153",
-                "features": {
-                    "meanfreq": 0.162205157422765,
-                    "sd": 0.069785808840887,
-                    "median": 0.182035323801514,
-                    "Q25": 0.136820857863751,
-                    "Q75": 0.210529857022708,
-                    "IQR": 0.0737089991589571,
-                    "skew": 4.10554105625432,
-                    "kurt": 35.6556629469001,
-                    "sp.ent": 0.930920088533736,
-                    "sfm": 0.575285750444552,
-                    "mode": 0.0,
-                    "centroid": 0.162205157422765,
-                    "meanfun": 0.149335327595188,
-                    "minfun": 0.0272572402044293,
-                    "maxfun": 0.225352112676056,
-                    "meandom": 0.663461538461538,
-                    "mindom": 0.0078125,
-                    "maxdom": 6.9609375,
-                    "dfrange": 6.953125,
-                    "modindx": 0.187742594484168,
-                    "label": "female"
-                }
-            },
-            {
-                "scenario_id": "159",
-                "features": {
-                    "meanfreq": 0.165026456348144,
-                    "sd": 0.0771528530046274,
-                    "median": 0.161932650073206,
-                    "Q25": 0.117657393850659,
-                    "Q75": 0.234494875549048,
-                    "IQR": 0.116837481698389,
-                    "skew": 1.08053638259937,
-                    "kurt": 3.79985621347513,
-                    "sp.ent": 0.960322986807163,
-                    "sfm": 0.717651866573845,
-                    "mode": 0.244743777452416,
-                    "centroid": 0.165026456348144,
-                    "meanfun": 0.126415093396274,
-                    "minfun": 0.0546075085324232,
-                    "maxfun": 0.266666666666667,
-                    "meandom": 0.770970394736842,
-                    "mindom": 0.0390625,
-                    "maxdom": 3.2578125,
-                    "dfrange": 3.21875,
-                    "modindx": 0.301375404530744,
-                    "label": "male"
-                }
-            },
-            {
-                "scenario_id": "162",
-                "features": {
-                    "meanfreq": 0.15267382737983,
-                    "sd": 0.114508038214954,
-                    "median": 0.217540514775977,
-                    "Q25": 0.0002669208770257,
-                    "Q75": 0.249037178265014,
-                    "IQR": 0.248770257387989,
-                    "skew": 24.8004642076113,
-                    "kurt": 667.733066733024,
-                    "sp.ent": 0.74756946654055,
-                    "sfm": 0.240212835224434,
-                    "mode": 0.0,
-                    "centroid": 0.15267382737983,
-                    "meanfun": 0.184695610868432,
-                    "minfun": 0.0167714884696017,
-                    "maxfun": 0.275862068965517,
-                    "meandom": 0.0078125,
-                    "mindom": 0.0078125,
-                    "maxdom": 0.0078125,
-                    "dfrange": 0.0,
-                    "modindx": 0.0,
-                    "label": "female"
-                }
-            },
-            {
-                "scenario_id": "163",
-                "features": {
-                    "meanfreq": 0.177778043900332,
-                    "sd": 0.0534868919313978,
-                    "median": 0.164043848964677,
-                    "Q25": 0.138806333739342,
-                    "Q75": 0.223727161997564,
-                    "IQR": 0.0849208282582217,
-                    "skew": 1.6521753212083,
-                    "kurt": 7.10753675182228,
-                    "sp.ent": 0.917299634004666,
-                    "sfm": 0.355974520976737,
-                    "mode": 0.161997563946407,
-                    "centroid": 0.177778043900332,
-                    "meanfun": 0.127352512620468,
-                    "minfun": 0.0481927710843374,
-                    "maxfun": 0.27906976744186,
-                    "meandom": 0.951286764705882,
-                    "mindom": 0.0234375,
-                    "maxdom": 4.7578125,
-                    "dfrange": 4.734375,
-                    "modindx": 0.118285232778597,
-                    "label": "male"
-                }
-            },
-            {
-                "scenario_id": "165",
-                "features": {
-                    "meanfreq": 0.19570989175032,
-                    "sd": 0.0612622960805999,
-                    "median": 0.195902777777778,
-                    "Q25": 0.139027777777778,
-                    "Q75": 0.255694444444444,
-                    "IQR": 0.116666666666667,
-                    "skew": 1.70553157646389,
-                    "kurt": 5.7031491473139,
-                    "sp.ent": 0.900785529888927,
-                    "sfm": 0.37203297064128,
-                    "mode": 0.266388888888889,
-                    "centroid": 0.19570989175032,
-                    "meanfun": 0.142590260465619,
-                    "minfun": 0.0528052805280528,
-                    "maxfun": 0.27906976744186,
-                    "meandom": 0.56640625,
-                    "mindom": 0.0234375,
-                    "maxdom": 2.671875,
-                    "dfrange": 2.6484375,
-                    "modindx": 0.0923224109064817,
-                    "label": "male"
-                }
-            },
-            {
-                "scenario_id": "167",
-                "features": {
-                    "meanfreq": 0.185827215451234,
-                    "sd": 0.0350963497568247,
-                    "median": 0.180990099009901,
-                    "Q25": 0.165544554455446,
-                    "Q75": 0.195643564356436,
-                    "IQR": 0.0300990099009901,
-                    "skew": 2.76688840253159,
-                    "kurt": 10.4648391369486,
-                    "sp.ent": 0.838637648154192,
-                    "sfm": 0.217263446360891,
-                    "mode": 0.182178217821782,
-                    "centroid": 0.185827215451234,
-                    "meanfun": 0.167370369453414,
-                    "minfun": 0.0474308300395257,
-                    "maxfun": 0.274285714285714,
-                    "meandom": 0.57421875,
-                    "mindom": 0.0234375,
-                    "maxdom": 3.7734375,
-                    "dfrange": 3.75,
-                    "modindx": 0.075125,
-                    "label": "female"
-                }
-            },
-            {
-                "scenario_id": "172",
-                "features": {
-                    "meanfreq": 0.227683167894717,
-                    "sd": 0.0331633190160122,
-                    "median": 0.236039603960396,
-                    "Q25": 0.205148514851485,
-                    "Q75": 0.24990099009901,
-                    "IQR": 0.0447524752475248,
-                    "skew": 1.86618207208095,
-                    "kurt": 5.81922001837418,
-                    "sp.ent": 0.84153260352762,
-                    "sfm": 0.160282961846424,
-                    "mode": 0.242376237623762,
-                    "centroid": 0.227683167894717,
-                    "meanfun": 0.181120641381181,
-                    "minfun": 0.0483383685800604,
-                    "maxfun": 0.271186440677966,
-                    "meandom": 1.25824652777778,
-                    "mindom": 0.0234375,
-                    "maxdom": 11.8828125,
-                    "dfrange": 11.859375,
-                    "modindx": 0.103982973548191,
-                    "label": "female"
-                }
-            },
-            {
-                "scenario_id": "173",
-                "features": {
-                    "meanfreq": 0.187340431011842,
-                    "sd": 0.0349383166393694,
-                    "median": 0.18679638637943,
-                    "Q25": 0.176289089645587,
-                    "Q75": 0.205476025017373,
-                    "IQR": 0.0291869353717859,
-                    "skew": 2.90570749033278,
-                    "kurt": 12.4743235533491,
-                    "sp.ent": 0.848919458595567,
-                    "sfm": 0.263963545214457,
-                    "mode": 0.179013203613621,
-                    "centroid": 0.187340431011842,
-                    "meanfun": 0.18091880906349,
-                    "minfun": 0.016243654822335,
-                    "maxfun": 0.25,
-                    "meandom": 0.69140625,
-                    "mindom": 0.0078125,
-                    "maxdom": 6.2109375,
-                    "dfrange": 6.203125,
-                    "modindx": 0.17203349445163,
-                    "label": "female"
-                }
-            },
-            {
-                "scenario_id": "174",
-                "features": {
-                    "meanfreq": 0.201748376598431,
-                    "sd": 0.0612913833173543,
-                    "median": 0.204132553606238,
-                    "Q25": 0.180662768031189,
-                    "Q75": 0.249707602339181,
-                    "IQR": 0.0690448343079922,
-                    "skew": 1.94487580817201,
-                    "kurt": 7.5747732928064,
-                    "sp.ent": 0.892704343965706,
-                    "sfm": 0.348167588379602,
-                    "mode": 0.0502144249512671,
-                    "centroid": 0.201748376598431,
-                    "meanfun": 0.154557472071066,
-                    "minfun": 0.0174102285092492,
-                    "maxfun": 0.275862068965517,
-                    "meandom": 0.228236607142857,
-                    "mindom": 0.0546875,
-                    "maxdom": 0.7265625,
-                    "dfrange": 0.671875,
-                    "modindx": 0.203273040482343,
-                    "label": "female"
-                }
-            },
-            {
-                "scenario_id": "177",
-                "features": {
-                    "meanfreq": 0.212369193207168,
-                    "sd": 0.0460244009622744,
-                    "median": 0.224171779141104,
-                    "Q25": 0.181226993865031,
-                    "Q75": 0.244355828220859,
-                    "IQR": 0.0631288343558282,
-                    "skew": 1.43168785011974,
-                    "kurt": 4.69787873671619,
-                    "sp.ent": 0.897817070546565,
-                    "sfm": 0.25024744872842,
-                    "mode": 0.236196319018405,
-                    "centroid": 0.212369193207168,
-                    "meanfun": 0.145506924148486,
-                    "minfun": 0.0474308300395257,
-                    "maxfun": 0.277456647398844,
-                    "meandom": 2.0625,
-                    "mindom": 0.0234375,
-                    "maxdom": 8.6953125,
-                    "dfrange": 8.671875,
-                    "modindx": 0.0913262099308611,
-                    "label": "female"
-                }
-            },
-            {
-                "scenario_id": "185",
-                "features": {
-                    "meanfreq": 0.212271472320408,
-                    "sd": 0.0377701920892589,
-                    "median": 0.21563981042654,
-                    "Q25": 0.206848341232227,
-                    "Q75": 0.227748815165877,
-                    "IQR": 0.0209004739336493,
-                    "skew": 3.71313147540637,
-                    "kurt": 18.8962747294813,
-                    "sp.ent": 0.821883029676631,
-                    "sfm": 0.204367778913555,
-                    "mode": 0.215473933649289,
-                    "centroid": 0.212271472320408,
-                    "meanfun": 0.218888285033698,
-                    "minfun": 0.2,
-                    "maxfun": 0.277777777777778,
-                    "meandom": 0.400578425480769,
-                    "mindom": 0.2099609375,
-                    "maxdom": 0.83984375,
-                    "dfrange": 0.6298828125,
-                    "modindx": 0.344256518675123,
-                    "label": "female"
-                }
-            },
-            {
-                "scenario_id": "187",
-                "features": {
-                    "meanfreq": 0.200115562451723,
-                    "sd": 0.0607811648019263,
-                    "median": 0.219665271966527,
-                    "Q25": 0.191743375174338,
-                    "Q75": 0.239581589958159,
-                    "IQR": 0.0478382147838215,
-                    "skew": 2.52292480498555,
-                    "kurt": 8.97174288950957,
-                    "sp.ent": 0.904789552372887,
-                    "sfm": 0.498885996112993,
-                    "mode": 0.235871687587169,
-                    "centroid": 0.200115562451723,
-                    "meanfun": 0.150028903418135,
-                    "minfun": 0.015888778550149,
-                    "maxfun": 0.246153846153846,
-                    "meandom": 0.174479166666667,
-                    "mindom": 0.0078125,
-                    "maxdom": 0.3203125,
-                    "dfrange": 0.3125,
-                    "modindx": 0.2625,
-                    "label": "female"
-                }
-            },
-            {
-                "scenario_id": "190",
-                "features": {
-                    "meanfreq": 0.113203353346107,
-                    "sd": 0.0779583955366939,
-                    "median": 0.102393617021277,
-                    "Q25": 0.0431914893617021,
-                    "Q75": 0.187287234042553,
-                    "IQR": 0.144095744680851,
-                    "skew": 1.70125376585206,
-                    "kurt": 6.86310192333355,
-                    "sp.ent": 0.961701717881265,
-                    "sfm": 0.727934716191627,
-                    "mode": 0.0033510638297872,
-                    "centroid": 0.113203353346107,
-                    "meanfun": 0.0946528351407252,
-                    "minfun": 0.0189798339264531,
-                    "maxfun": 0.262295081967213,
-                    "meandom": 0.291015625,
-                    "mindom": 0.0078125,
-                    "maxdom": 3.140625,
-                    "dfrange": 3.1328125,
-                    "modindx": 0.150822942643392,
-                    "label": "male"
-                }
-            },
-            {
-                "scenario_id": "191",
-                "features": {
-                    "meanfreq": 0.161249761502538,
-                    "sd": 0.0629086103730891,
-                    "median": 0.167695099818512,
-                    "Q25": 0.146479128856624,
-                    "Q75": 0.203393829401089,
-                    "IQR": 0.0569147005444646,
-                    "skew": 2.88385477337199,
-                    "kurt": 19.5377559249777,
-                    "sp.ent": 0.929345045793084,
-                    "sfm": 0.526607934503779,
-                    "mode": 0.0,
-                    "centroid": 0.161249761502538,
-                    "meanfun": 0.155793644315971,
-                    "minfun": 0.0163265306122449,
-                    "maxfun": 0.275862068965517,
-                    "meandom": 0.285773026315789,
-                    "mindom": 0.0078125,
-                    "maxdom": 6.515625,
-                    "dfrange": 6.5078125,
-                    "modindx": 0.0726643598615917,
-                    "label": "female"
-                }
-            },
-            {
-                "scenario_id": "197",
-                "features": {
-                    "meanfreq": 0.168164371824715,
-                    "sd": 0.0663335081094116,
-                    "median": 0.179142367066895,
-                    "Q25": 0.110463121783877,
-                    "Q75": 0.213241852487136,
-                    "IQR": 0.102778730703259,
-                    "skew": 1.637324802224,
-                    "kurt": 6.351842424459,
-                    "sp.ent": 0.950347122171516,
-                    "sfm": 0.666763875593236,
-                    "mode": 0.193070325900515,
-                    "centroid": 0.168164371824715,
-                    "meanfun": 0.131661885700795,
-                    "minfun": 0.0505795574288725,
-                    "maxfun": 0.27906976744186,
-                    "meandom": 1.03846153846154,
-                    "mindom": 0.0234375,
-                    "maxdom": 7.0078125,
-                    "dfrange": 6.984375,
-                    "modindx": 0.132177479492916,
-                    "label": "male"
-                }
-            },
-            {
-                "scenario_id": "198",
-                "features": {
-                    "meanfreq": 0.195739594789833,
-                    "sd": 0.0720191893987606,
-                    "median": 0.2078125,
-                    "Q25": 0.18375,
-                    "Q75": 0.250568181818182,
-                    "IQR": 0.0668181818181818,
-                    "skew": 2.65503617803274,
-                    "kurt": 14.5411751807803,
-                    "sp.ent": 0.915646039119867,
-                    "sfm": 0.471817182352779,
-                    "mode": 0.0501136363636364,
-                    "centroid": 0.195739594789833,
-                    "meanfun": 0.182011130449381,
-                    "minfun": 0.0183066361556064,
-                    "maxfun": 0.275862068965517,
-                    "meandom": 0.260216346153846,
-                    "mindom": 0.0546875,
-                    "maxdom": 0.78125,
-                    "dfrange": 0.7265625,
-                    "modindx": 0.278438030560272,
-                    "label": "female"
-                }
-            },
-            {
-                "scenario_id": "199",
-                "features": {
-                    "meanfreq": 0.155565039880947,
-                    "sd": 0.0590720099542177,
-                    "median": 0.12746511627907,
-                    "Q25": 0.110697674418605,
-                    "Q75": 0.214883720930233,
-                    "IQR": 0.104186046511628,
-                    "skew": 3.44773133192442,
-                    "kurt": 19.4704669871443,
-                    "sp.ent": 0.912684034315707,
-                    "sfm": 0.454094176005604,
-                    "mode": 0.111186046511628,
-                    "centroid": 0.155565039880947,
-                    "meanfun": 0.121601625056292,
-                    "minfun": 0.0408163265306122,
-                    "maxfun": 0.263157894736842,
-                    "meandom": 0.4510498046875,
-                    "mindom": 0.0048828125,
-                    "maxdom": 0.7958984375,
-                    "dfrange": 0.791015625,
-                    "modindx": 0.43758573388203,
-                    "label": "male"
-                }
-            },
-            {
-                "scenario_id": "201",
-                "features": {
-                    "meanfreq": 0.19932052627914,
-                    "sd": 0.0524992116022558,
-                    "median": 0.184210526315789,
-                    "Q25": 0.152323049001815,
-                    "Q75": 0.258148820326679,
-                    "IQR": 0.105825771324864,
-                    "skew": 2.31142585404852,
-                    "kurt": 8.84810301384769,
-                    "sp.ent": 0.882883700845198,
-                    "sfm": 0.0897395650111571,
-                    "mode": 0.27529945553539,
-                    "centroid": 0.19932052627914,
-                    "meanfun": 0.134526931164788,
-                    "minfun": 0.0157635467980296,
-                    "maxfun": 0.205128205128205,
-                    "meandom": 1.1734375,
-                    "mindom": 0.0078125,
-                    "maxdom": 5.34375,
-                    "dfrange": 5.3359375,
-                    "modindx": 0.156098659758982,
-                    "label": "male"
-                }
-            },
-            {
-                "scenario_id": "203",
-                "features": {
-                    "meanfreq": 0.21213462385881,
-                    "sd": 0.0325988708940018,
-                    "median": 0.216066666666667,
-                    "Q25": 0.196,
-                    "Q75": 0.230533333333333,
-                    "IQR": 0.0345333333333333,
-                    "skew": 2.25547893027523,
-                    "kurt": 7.8817322672914,
-                    "sp.ent": 0.835405882916606,
-                    "sfm": 0.19782606764639,
-                    "mode": 0.228666666666667,
-                    "centroid": 0.21213462385881,
-                    "meanfun": 0.173435466715757,
-                    "minfun": 0.0495867768595041,
-                    "maxfun": 0.25531914893617,
-                    "meandom": 0.499273255813953,
-                    "mindom": 0.0234375,
-                    "maxdom": 3.6796875,
-                    "dfrange": 3.65625,
-                    "modindx": 0.0615384615384615,
-                    "label": "female"
-                }
-            },
-            {
-                "scenario_id": "204",
-                "features": {
-                    "meanfreq": 0.18840835645506,
-                    "sd": 0.0672711058996945,
-                    "median": 0.20729088639201,
-                    "Q25": 0.128988764044944,
-                    "Q75": 0.24749063670412,
-                    "IQR": 0.118501872659176,
-                    "skew": 1.24439834989828,
-                    "kurt": 3.85258191397141,
-                    "sp.ent": 0.933551884986729,
-                    "sfm": 0.556295272770553,
-                    "mode": 0.25063670411985,
-                    "centroid": 0.18840835645506,
-                    "meanfun": 0.111736196738552,
-                    "minfun": 0.0163766632548618,
-                    "maxfun": 0.231884057971014,
-                    "meandom": 0.803267045454545,
-                    "mindom": 0.171875,
-                    "maxdom": 5.4140625,
-                    "dfrange": 5.2421875,
-                    "modindx": 0.200056773827266,
-                    "label": "male"
-                }
-            },
-            {
-                "scenario_id": "206",
-                "features": {
-                    "meanfreq": 0.196158955034607,
-                    "sd": 0.0443486504724641,
-                    "median": 0.20295652173913,
-                    "Q25": 0.192695652173913,
-                    "Q75": 0.216347826086956,
-                    "IQR": 0.0236521739130435,
-                    "skew": 3.46693768368573,
-                    "kurt": 17.3905572519788,
-                    "sp.ent": 0.851042577187954,
-                    "sfm": 0.293634719491434,
-                    "mode": 0.204869565217391,
-                    "centroid": 0.196158955034607,
-                    "meanfun": 0.19855076812114,
-                    "minfun": 0.0847457627118644,
-                    "maxfun": 0.232558139534884,
-                    "meandom": 0.442708333333333,
-                    "mindom": 0.1953125,
-                    "maxdom": 0.8203125,
-                    "dfrange": 0.625,
-                    "modindx": 0.572368421052632,
-                    "label": "female"
-                }
-            },
-            {
-                "scenario_id": "209",
-                "features": {
-                    "meanfreq": 0.201564613009909,
-                    "sd": 0.0355448648745345,
-                    "median": 0.195694227769111,
-                    "Q25": 0.177347893915757,
-                    "Q75": 0.230202808112324,
-                    "IQR": 0.0528549141965679,
-                    "skew": 2.25070489327469,
-                    "kurt": 8.87844047183272,
-                    "sp.ent": 0.856137059217866,
-                    "sfm": 0.205462991303723,
-                    "mode": 0.172542901716069,
-                    "centroid": 0.201564613009909,
-                    "meanfun": 0.157179379946223,
-                    "minfun": 0.0484848484848485,
-                    "maxfun": 0.277456647398844,
-                    "meandom": 0.96195652173913,
-                    "mindom": 0.0234375,
-                    "maxdom": 7.40625,
-                    "dfrange": 7.3828125,
-                    "modindx": 0.0919896640826873,
-                    "label": "female"
-                }
-            },
-            {
-                "scenario_id": "210",
-                "features": {
-                    "meanfreq": 0.173168211549185,
-                    "sd": 0.0688504949482422,
-                    "median": 0.1928,
-                    "Q25": 0.119733333333333,
-                    "Q75": 0.230133333333333,
-                    "IQR": 0.1104,
-                    "skew": 1.19104767603692,
-                    "kurt": 3.81947058968583,
-                    "sp.ent": 0.944714591035982,
-                    "sfm": 0.598206361594739,
-                    "mode": 0.208266666666667,
-                    "centroid": 0.173168211549185,
-                    "meanfun": 0.109007947352914,
-                    "minfun": 0.0165118679050568,
-                    "maxfun": 0.161616161616162,
-                    "meandom": 0.246323529411765,
-                    "mindom": 0.0234375,
-                    "maxdom": 0.4765625,
-                    "dfrange": 0.453125,
-                    "modindx": 0.341594827586207,
-                    "label": "male"
-                }
-            },
-            {
-                "scenario_id": "213",
-                "features": {
-                    "meanfreq": 0.206999256612395,
-                    "sd": 0.0561272573216495,
-                    "median": 0.229730700179533,
-                    "Q25": 0.155332136445242,
-                    "Q75": 0.252351885098743,
-                    "IQR": 0.0970197486535009,
-                    "skew": 1.54730589012233,
-                    "kurt": 5.26044408382275,
-                    "sp.ent": 0.897659773177693,
-                    "sfm": 0.308858369115529,
-                    "mode": 0.241795332136445,
-                    "centroid": 0.206999256612395,
-                    "meanfun": 0.147240541003771,
-                    "minfun": 0.0477611940298507,
-                    "maxfun": 0.27906976744186,
-                    "meandom": 1.06502757352941,
-                    "mindom": 0.0234375,
-                    "maxdom": 5.109375,
-                    "dfrange": 5.0859375,
-                    "modindx": 0.181600955794504,
-                    "label": "male"
-                }
-            },
-            {
-                "scenario_id": "217",
-                "features": {
-                    "meanfreq": 0.152185584006062,
-                    "sd": 0.0633144888182491,
-                    "median": 0.156973148901546,
-                    "Q25": 0.0961432058584215,
-                    "Q75": 0.201855166802278,
-                    "IQR": 0.105711960943857,
-                    "skew": 3.06366536986718,
-                    "kurt": 13.4830052576913,
-                    "sp.ent": 0.893312575868155,
-                    "sfm": 0.424896475094745,
-                    "mode": 0.0899918633034988,
-                    "centroid": 0.152185584006062,
-                    "meanfun": 0.0971330688163873,
-                    "minfun": 0.0387596899224806,
-                    "maxfun": 0.263157894736842,
-                    "meandom": 0.511067708333333,
-                    "mindom": 0.0927734375,
-                    "maxdom": 0.751953125,
-                    "dfrange": 0.6591796875,
-                    "modindx": 0.684444444444444,
-                    "label": "male"
-                }
-            },
-            {
-                "scenario_id": "218",
-                "features": {
-                    "meanfreq": 0.162870362532132,
-                    "sd": 0.0582756537912918,
-                    "median": 0.145017921146953,
-                    "Q25": 0.11273596176822,
-                    "Q75": 0.218279569892473,
-                    "IQR": 0.105543608124253,
-                    "skew": 2.63413415123887,
-                    "kurt": 13.1598570157763,
-                    "sp.ent": 0.923929557475875,
-                    "sfm": 0.446013808972021,
-                    "mode": 0.109557945041816,
-                    "centroid": 0.162870362532132,
-                    "meanfun": 0.109260884193382,
-                    "minfun": 0.0367647058823529,
-                    "maxfun": 0.24390243902439,
-                    "meandom": 0.750450721153846,
-                    "mindom": 0.087890625,
-                    "maxdom": 3.4765625,
-                    "dfrange": 3.388671875,
-                    "modindx": 0.248100602567461,
-                    "label": "male"
-                }
-            },
-            {
-                "scenario_id": "219",
-                "features": {
-                    "meanfreq": 0.214223440307304,
-                    "sd": 0.0379868553166225,
-                    "median": 0.216717171717172,
-                    "Q25": 0.206464646464646,
-                    "Q75": 0.225555555555556,
-                    "IQR": 0.0190909090909091,
-                    "skew": 3.37777745263673,
-                    "kurt": 15.7147286045871,
-                    "sp.ent": 0.819594997627065,
-                    "sfm": 0.217322737185149,
-                    "mode": 0.220959595959596,
-                    "centroid": 0.214223440307304,
-                    "meanfun": 0.17580806963934,
-                    "minfun": 0.0474777448071217,
-                    "maxfun": 0.27906976744186,
-                    "meandom": 2.03096590909091,
-                    "mindom": 0.0234375,
-                    "maxdom": 8.859375,
-                    "dfrange": 8.8359375,
-                    "modindx": 0.108594164456233,
-                    "label": "female"
-                }
-            },
-            {
-                "scenario_id": "220",
-                "features": {
-                    "meanfreq": 0.189249597807402,
-                    "sd": 0.0595469764264541,
-                    "median": 0.203851351351351,
-                    "Q25": 0.134797297297297,
-                    "Q75": 0.233175675675676,
-                    "IQR": 0.0983783783783784,
-                    "skew": 1.86813570663789,
-                    "kurt": 6.59167205889546,
-                    "sp.ent": 0.908103739556481,
-                    "sfm": 0.431242709242698,
-                    "mode": 0.205743243243243,
-                    "centroid": 0.189249597807402,
-                    "meanfun": 0.127377940284007,
-                    "minfun": 0.0476190476190476,
-                    "maxfun": 0.274285714285714,
-                    "meandom": 1.08423913043478,
-                    "mindom": 0.0234375,
-                    "maxdom": 5.5546875,
-                    "dfrange": 5.53125,
-                    "modindx": 0.15224674812771,
-                    "label": "male"
-                }
-            },
-            {
-                "scenario_id": "224",
-                "features": {
-                    "meanfreq": 0.15521909133343,
-                    "sd": 0.0704975642420712,
-                    "median": 0.148788067122436,
-                    "Q25": 0.0979738968303294,
-                    "Q75": 0.212479801118707,
-                    "IQR": 0.114505904288378,
-                    "skew": 1.64051308720457,
-                    "kurt": 5.87980153402056,
-                    "sp.ent": 0.949192676270679,
-                    "sfm": 0.631025568809519,
-                    "mode": 0.108241143567433,
-                    "centroid": 0.15521909133343,
-                    "meanfun": 0.101875593154085,
-                    "minfun": 0.0167014613778706,
-                    "maxfun": 0.271186440677966,
-                    "meandom": 0.427283653846154,
-                    "mindom": 0.0078125,
-                    "maxdom": 2.3203125,
-                    "dfrange": 2.3125,
-                    "modindx": 0.186271498771499,
-                    "label": "male"
-                }
-            },
-            {
-                "scenario_id": "226",
-                "features": {
-                    "meanfreq": 0.227390475075008,
-                    "sd": 0.0379337553247764,
-                    "median": 0.236297640653358,
-                    "Q25": 0.20529945553539,
-                    "Q75": 0.254083484573503,
-                    "IQR": 0.0487840290381125,
-                    "skew": 1.42747191298698,
-                    "kurt": 4.08990676036119,
-                    "sp.ent": 0.85329381127576,
-                    "sfm": 0.201798771484383,
-                    "mode": 0.254083484573503,
-                    "centroid": 0.227390475075008,
-                    "meanfun": 0.170894918716124,
-                    "minfun": 0.0472906403940887,
-                    "maxfun": 0.27906976744186,
-                    "meandom": 1.00055803571429,
-                    "mindom": 0.0234375,
-                    "maxdom": 7.1484375,
-                    "dfrange": 7.125,
-                    "modindx": 0.0965755735492578,
-                    "label": "female"
-                }
-            },
-            {
-                "scenario_id": "233",
-                "features": {
-                    "meanfreq": 0.180063602992005,
-                    "sd": 0.0596834121209344,
-                    "median": 0.18910277324633,
-                    "Q25": 0.120587275693312,
-                    "Q75": 0.21742251223491,
-                    "IQR": 0.0968352365415987,
-                    "skew": 1.7782719446254,
-                    "kurt": 6.44164785319849,
-                    "sp.ent": 0.913422416904623,
-                    "sfm": 0.418560778700219,
-                    "mode": 0.18910277324633,
-                    "centroid": 0.180063602992005,
-                    "meanfun": 0.111340245757579,
-                    "minfun": 0.0478564307078764,
-                    "maxfun": 0.277456647398844,
-                    "meandom": 0.843217329545455,
-                    "mindom": 0.0234375,
-                    "maxdom": 6.140625,
-                    "dfrange": 6.1171875,
-                    "modindx": 0.0930346792415758,
-                    "label": "male"
-                }
-            },
-            {
-                "scenario_id": "234",
-                "features": {
-                    "meanfreq": 0.178219896307931,
-                    "sd": 0.0640018207508239,
-                    "median": 0.199950279676818,
-                    "Q25": 0.120074580484773,
-                    "Q75": 0.227097576134245,
-                    "IQR": 0.107022995649472,
-                    "skew": 1.61214606282729,
-                    "kurt": 5.53372994115547,
-                    "sp.ent": 0.934315539139804,
-                    "sfm": 0.535275981624802,
-                    "mode": 0.214568054692356,
-                    "centroid": 0.178219896307931,
-                    "meanfun": 0.113219252637492,
-                    "minfun": 0.0171489817792069,
-                    "maxfun": 0.253968253968254,
-                    "meandom": 0.816271551724138,
-                    "mindom": 0.09375,
-                    "maxdom": 4.0390625,
-                    "dfrange": 3.9453125,
-                    "modindx": 0.294287890327494,
-                    "label": "male"
-                }
-            },
-            {
-                "scenario_id": "235",
-                "features": {
-                    "meanfreq": 0.194644420361189,
-                    "sd": 0.0594322541007048,
-                    "median": 0.217777777777778,
-                    "Q25": 0.133086419753086,
-                    "Q75": 0.247160493827161,
-                    "IQR": 0.114074074074074,
-                    "skew": 1.44652878024342,
-                    "kurt": 4.56655137345399,
-                    "sp.ent": 0.890734730037324,
-                    "sfm": 0.315709955320379,
-                    "mode": 0.248312757201646,
-                    "centroid": 0.194644420361189,
-                    "meanfun": 0.117966392100664,
-                    "minfun": 0.0491803278688525,
-                    "maxfun": 0.252631578947368,
-                    "meandom": 1.08948863636364,
-                    "mindom": 0.0234375,
-                    "maxdom": 8.3203125,
-                    "dfrange": 8.296875,
-                    "modindx": 0.102071563088512,
-                    "label": "male"
-                }
-            },
-            {
-                "scenario_id": "237",
-                "features": {
-                    "meanfreq": 0.221137234311904,
-                    "sd": 0.0372632478583466,
-                    "median": 0.218693982074264,
-                    "Q25": 0.201843790012804,
-                    "Q75": 0.249167733674776,
-                    "IQR": 0.0473239436619718,
-                    "skew": 2.05365465366947,
-                    "kurt": 7.48724651558269,
-                    "sp.ent": 0.853367516232816,
-                    "sfm": 0.216921378472507,
-                    "mode": 0.20112676056338,
-                    "centroid": 0.221137234311904,
-                    "meanfun": 0.178966942902895,
-                    "minfun": 0.0635761589403974,
-                    "maxfun": 0.277456647398844,
-                    "meandom": 1.07316706730769,
-                    "mindom": 0.0234375,
-                    "maxdom": 5.765625,
-                    "dfrange": 5.7421875,
-                    "modindx": 0.113452728029988,
-                    "label": "female"
-                }
-            },
-            {
-                "scenario_id": "239",
-                "features": {
-                    "meanfreq": 0.20264702597729,
-                    "sd": 0.031963826252617,
-                    "median": 0.198973162193699,
-                    "Q25": 0.184434072345391,
-                    "Q75": 0.223803967327888,
-                    "IQR": 0.0393698949824971,
-                    "skew": 2.44727967656331,
-                    "kurt": 10.3529308312222,
-                    "sp.ent": 0.8644789572453,
-                    "sfm": 0.165662119843679,
-                    "mode": 0.185904317386231,
-                    "centroid": 0.20264702597729,
-                    "meanfun": 0.184609456840752,
-                    "minfun": 0.0217687074829932,
-                    "maxfun": 0.25,
-                    "meandom": 1.10775862068966,
-                    "mindom": 0.0703125,
-                    "maxdom": 6.140625,
-                    "dfrange": 6.0703125,
-                    "modindx": 0.197010197010197,
-                    "label": "female"
-                }
-            },
-            {
-                "scenario_id": "241",
-                "features": {
-                    "meanfreq": 0.193988406961728,
-                    "sd": 0.0574075780862535,
-                    "median": 0.213291536050157,
-                    "Q25": 0.130344827586207,
-                    "Q75": 0.241379310344828,
-                    "IQR": 0.111034482758621,
-                    "skew": 1.43050358524098,
-                    "kurt": 4.83969152920552,
-                    "sp.ent": 0.904831719302425,
-                    "sfm": 0.316255569148351,
-                    "mode": 0.22294670846395,
-                    "centroid": 0.193988406961728,
-                    "meanfun": 0.120371101615177,
-                    "minfun": 0.0470127326150832,
-                    "maxfun": 0.27906976744186,
-                    "meandom": 0.927455357142857,
-                    "mindom": 0.0234375,
-                    "maxdom": 5.15625,
-                    "dfrange": 5.1328125,
-                    "modindx": 0.0918205280921183,
-                    "label": "male"
-                }
-            },
-            {
-                "scenario_id": "245",
-                "features": {
-                    "meanfreq": 0.188018666117027,
-                    "sd": 0.0275628208327805,
-                    "median": 0.186172465960666,
-                    "Q25": 0.175370650529501,
-                    "Q75": 0.200574886535552,
-                    "IQR": 0.0252042360060514,
-                    "skew": 3.01160210918846,
-                    "kurt": 12.9442985753155,
-                    "sp.ent": 0.823299604535254,
-                    "sfm": 0.174406182260414,
-                    "mode": 0.174523449319213,
-                    "centroid": 0.188018666117027,
-                    "meanfun": 0.168344303883012,
-                    "minfun": 0.0171673819742489,
-                    "maxfun": 0.238805970149254,
-                    "meandom": 0.300321691176471,
-                    "mindom": 0.1640625,
-                    "maxdom": 3.5546875,
-                    "dfrange": 3.390625,
-                    "modindx": 0.0680770842061165,
-                    "label": "female"
-                }
-            },
-            {
-                "scenario_id": "246",
-                "features": {
-                    "meanfreq": 0.201383385662986,
-                    "sd": 0.0630894990200634,
-                    "median": 0.234865671641791,
-                    "Q25": 0.136238805970149,
-                    "Q75": 0.258268656716418,
-                    "IQR": 0.122029850746269,
-                    "skew": 1.77500529431253,
-                    "kurt": 5.18190169464928,
-                    "sp.ent": 0.869923708440476,
-                    "sfm": 0.269621080884427,
-                    "mode": 0.264537313432836,
-                    "centroid": 0.201383385662986,
-                    "meanfun": 0.128463971181548,
-                    "minfun": 0.0472906403940887,
-                    "maxfun": 0.259459459459459,
-                    "meandom": 0.905208333333333,
-                    "mindom": 0.0234375,
-                    "maxdom": 4.453125,
-                    "dfrange": 4.4296875,
-                    "modindx": 0.119179894179894,
-                    "label": "male"
-                }
-            },
-            {
-                "scenario_id": "253",
-                "features": {
-                    "meanfreq": 0.162410549902868,
-                    "sd": 0.0599522469913541,
-                    "median": 0.143589743589744,
-                    "Q25": 0.119013806706114,
-                    "Q75": 0.220078895463511,
-                    "IQR": 0.101065088757396,
-                    "skew": 4.06565832919587,
-                    "kurt": 23.763915873682,
-                    "sp.ent": 0.891543118412975,
-                    "sfm": 0.363008059360609,
-                    "mode": 0.0,
-                    "centroid": 0.162410549902868,
-                    "meanfun": 0.101049942466081,
-                    "minfun": 0.0157016683022571,
-                    "maxfun": 0.262295081967213,
-                    "meandom": 0.11328125,
-                    "mindom": 0.0078125,
-                    "maxdom": 0.65625,
-                    "dfrange": 0.6484375,
-                    "modindx": 0.185631414547077,
-                    "label": "male"
-                }
-            },
-            {
-                "scenario_id": "256",
-                "features": {
-                    "meanfreq": 0.186325971670441,
-                    "sd": 0.0659051249459237,
-                    "median": 0.185008880994671,
-                    "Q25": 0.136767317939609,
-                    "Q75": 0.253641207815275,
-                    "IQR": 0.116873889875666,
-                    "skew": 2.04307592070363,
-                    "kurt": 8.65329564463186,
-                    "sp.ent": 0.927248918979487,
-                    "sfm": 0.525566146549643,
-                    "mode": 0.25563055062167,
-                    "centroid": 0.186325971670441,
-                    "meanfun": 0.138961006060638,
-                    "minfun": 0.0494845360824742,
-                    "maxfun": 0.272727272727273,
-                    "meandom": 1.92440878378378,
-                    "mindom": 0.0234375,
-                    "maxdom": 8.8125,
-                    "dfrange": 8.7890625,
-                    "modindx": 0.17521568627451,
-                    "label": "male"
-                }
-            },
-            {
-                "scenario_id": "264",
-                "features": {
-                    "meanfreq": 0.202352957707477,
-                    "sd": 0.0388934115031325,
-                    "median": 0.196491228070175,
-                    "Q25": 0.182245614035088,
-                    "Q75": 0.226947368421053,
-                    "IQR": 0.0447017543859649,
-                    "skew": 2.32310827761155,
-                    "kurt": 9.2617469266633,
-                    "sp.ent": 0.872000958094053,
-                    "sfm": 0.249095484783064,
-                    "mode": 0.184701754385965,
-                    "centroid": 0.202352957707477,
-                    "meanfun": 0.15892110000951,
-                    "minfun": 0.0488301119023398,
-                    "maxfun": 0.27906976744186,
-                    "meandom": 1.8125,
-                    "mindom": 0.0234375,
-                    "maxdom": 10.8984375,
-                    "dfrange": 10.875,
-                    "modindx": 0.166082974137931,
-                    "label": "female"
-                }
-            },
-            {
-                "scenario_id": "266",
-                "features": {
-                    "meanfreq": 0.207655481811875,
-                    "sd": 0.0367951023010259,
-                    "median": 0.207221510883483,
-                    "Q25": 0.18033290653009,
-                    "Q75": 0.241638924455826,
-                    "IQR": 0.0613060179257362,
-                    "skew": 3.01827651567591,
-                    "kurt": 14.9920574610016,
-                    "sp.ent": 0.853425917317213,
-                    "sfm": 0.192300117940471,
-                    "mode": 0.241997439180538,
-                    "centroid": 0.207655481811875,
-                    "meanfun": 0.168291875504344,
-                    "minfun": 0.047244094488189,
-                    "maxfun": 0.271186440677966,
-                    "meandom": 1.29641544117647,
-                    "mindom": 0.0234375,
-                    "maxdom": 7.546875,
-                    "dfrange": 7.5234375,
-                    "modindx": 0.116751628433871,
-                    "label": "female"
-                }
-            },
-            {
-                "scenario_id": "267",
-                "features": {
-                    "meanfreq": 0.217978585894304,
-                    "sd": 0.0449160294341017,
-                    "median": 0.215693779904306,
-                    "Q25": 0.20140350877193,
-                    "Q75": 0.252759170653908,
-                    "IQR": 0.0513556618819777,
-                    "skew": 2.07727872217809,
-                    "kurt": 7.50204700481359,
-                    "sp.ent": 0.862451596346085,
-                    "sfm": 0.273082093227282,
-                    "mode": 0.198724082934609,
-                    "centroid": 0.217978585894304,
-                    "meanfun": 0.175742693441998,
-                    "minfun": 0.0486322188449848,
-                    "maxfun": 0.272727272727273,
-                    "meandom": 1.06822916666667,
-                    "mindom": 0.0234375,
-                    "maxdom": 5.7890625,
-                    "dfrange": 5.765625,
-                    "modindx": 0.0859756097560976,
-                    "label": "female"
-                }
-            },
-            {
-                "scenario_id": "268",
-                "features": {
-                    "meanfreq": 0.186150408002868,
-                    "sd": 0.0559034118454611,
-                    "median": 0.18956204379562,
-                    "Q25": 0.142043795620438,
-                    "Q75": 0.235547445255474,
-                    "IQR": 0.0935036496350365,
-                    "skew": 0.851721562315098,
-                    "kurt": 2.90099547695059,
-                    "sp.ent": 0.924422289417706,
-                    "sfm": 0.444776220249347,
-                    "mode": 0.153284671532847,
-                    "centroid": 0.186150408002868,
-                    "meanfun": 0.128891059395886,
-                    "minfun": 0.0472906403940887,
-                    "maxfun": 0.275862068965517,
-                    "meandom": 1.29856418918919,
-                    "mindom": 0.0234375,
-                    "maxdom": 8.9296875,
-                    "dfrange": 8.90625,
-                    "modindx": 0.165460526315789,
-                    "label": "male"
-                }
-            },
-            {
-                "scenario_id": "270",
-                "features": {
-                    "meanfreq": 0.195192957404861,
-                    "sd": 0.060882598602113,
-                    "median": 0.207221510883483,
-                    "Q25": 0.136235595390525,
-                    "Q75": 0.250601792573624,
-                    "IQR": 0.114366197183099,
-                    "skew": 1.90440420155893,
-                    "kurt": 6.72939105896896,
-                    "sp.ent": 0.895848803617801,
-                    "sfm": 0.358281420837977,
-                    "mode": 0.247733674775928,
-                    "centroid": 0.195192957404861,
-                    "meanfun": 0.135050060755138,
-                    "minfun": 0.0469667318982388,
-                    "maxfun": 0.27906976744186,
-                    "meandom": 1.44886363636364,
-                    "mindom": 0.0234375,
-                    "maxdom": 10.078125,
-                    "dfrange": 10.0546875,
-                    "modindx": 0.115598687027258,
-                    "label": "male"
-                }
-            },
-            {
-                "scenario_id": "271",
-                "features": {
-                    "meanfreq": 0.0888313131625431,
-                    "sd": 0.0698268738783501,
-                    "median": 0.0701667460695569,
-                    "Q25": 0.0274797522629824,
-                    "Q75": 0.143401619818961,
-                    "IQR": 0.115921867555979,
-                    "skew": 1.87849944433529,
-                    "kurt": 7.40655545676907,
-                    "sp.ent": 0.949350638234094,
-                    "sfm": 0.625181224343422,
-                    "mode": 0.006136255359695,
-                    "centroid": 0.0888313131625431,
-                    "meanfun": 0.155144580637707,
-                    "minfun": 0.0171858216970999,
-                    "maxfun": 0.271186440677966,
-                    "meandom": 0.215297965116279,
-                    "mindom": 0.0078125,
-                    "maxdom": 0.640625,
-                    "dfrange": 0.6328125,
-                    "modindx": 0.394459500150557,
-                    "label": "female"
-                }
-            },
-            {
-                "scenario_id": "275",
-                "features": {
-                    "meanfreq": 0.186393472215689,
-                    "sd": 0.0578360497257562,
-                    "median": 0.198858397365532,
-                    "Q25": 0.13615806805708,
-                    "Q75": 0.228364434687157,
-                    "IQR": 0.0922063666300768,
-                    "skew": 1.21877362596347,
-                    "kurt": 4.34060634433878,
-                    "sp.ent": 0.927702479196943,
-                    "sfm": 0.37746680187613,
-                    "mode": 0.218836443468716,
-                    "centroid": 0.186393472215689,
-                    "meanfun": 0.118711082615157,
-                    "minfun": 0.0471050049067713,
-                    "maxfun": 0.277456647398844,
-                    "meandom": 0.894460227272727,
-                    "mindom": 0.0234375,
-                    "maxdom": 7.21875,
-                    "dfrange": 7.1953125,
-                    "modindx": 0.0613348118372722,
-                    "label": "male"
-                }
-            },
-            {
-                "scenario_id": "276",
-                "features": {
-                    "meanfreq": 0.227956809567199,
-                    "sd": 0.03037779911987,
-                    "median": 0.230337837837838,
-                    "Q25": 0.213310810810811,
-                    "Q75": 0.248310810810811,
-                    "IQR": 0.035,
-                    "skew": 1.81562171546742,
-                    "kurt": 5.28104429616457,
-                    "sp.ent": 0.829810142306052,
-                    "sfm": 0.152393941350043,
-                    "mode": 0.233648648648649,
-                    "centroid": 0.227956809567199,
-                    "meanfun": 0.174080114147142,
-                    "minfun": 0.047244094488189,
-                    "maxfun": 0.27906976744186,
-                    "meandom": 1.56233377659574,
-                    "mindom": 0.0234375,
-                    "maxdom": 10.078125,
-                    "dfrange": 10.0546875,
-                    "modindx": 0.0974876974876975,
-                    "label": "female"
-                }
-            },
-            {
-                "scenario_id": "281",
-                "features": {
-                    "meanfreq": 0.219733824571653,
-                    "sd": 0.0337018292277246,
-                    "median": 0.217826771653543,
-                    "Q25": 0.200629921259843,
-                    "Q75": 0.246047244094488,
-                    "IQR": 0.0454173228346457,
-                    "skew": 1.63998707811529,
-                    "kurt": 5.01508260733789,
-                    "sp.ent": 0.853801942850252,
-                    "sfm": 0.187255423660546,
-                    "mode": 0.200188976377953,
-                    "centroid": 0.219733824571653,
-                    "meanfun": 0.179655248534404,
-                    "minfun": 0.047244094488189,
-                    "maxfun": 0.27906976744186,
-                    "meandom": 1.57366071428571,
-                    "mindom": 0.0234375,
-                    "maxdom": 9.6328125,
-                    "dfrange": 9.609375,
-                    "modindx": 0.13145325203252,
-                    "label": "female"
-                }
-            },
-            {
-                "scenario_id": "283",
-                "features": {
-                    "meanfreq": 0.130536602629431,
-                    "sd": 0.0853656850592624,
-                    "median": 0.127362086258776,
-                    "Q25": 0.0509729187562688,
-                    "Q75": 0.209648946840522,
-                    "IQR": 0.158676028084253,
-                    "skew": 1.64924586104132,
-                    "kurt": 6.03450318141584,
-                    "sp.ent": 0.957992790033579,
-                    "sfm": 0.698752994192385,
-                    "mode": 0.121745235707121,
-                    "centroid": 0.130536602629431,
-                    "meanfun": 0.131858634619419,
-                    "minfun": 0.0190930787589499,
-                    "maxfun": 0.242424242424242,
-                    "meandom": 0.878605769230769,
-                    "mindom": 0.0078125,
-                    "maxdom": 4.59375,
-                    "dfrange": 4.5859375,
-                    "modindx": 0.20442930153322,
-                    "label": "male"
-                }
-            },
-            {
-                "scenario_id": "284",
-                "features": {
-                    "meanfreq": 0.181555986623769,
-                    "sd": 0.0659294317491506,
-                    "median": 0.191240428790199,
-                    "Q25": 0.131209800918836,
-                    "Q75": 0.23583460949464,
-                    "IQR": 0.104624808575804,
-                    "skew": 2.25415082323795,
-                    "kurt": 9.78298560540844,
-                    "sp.ent": 0.926799663746238,
-                    "sfm": 0.547278864193978,
-                    "mode": 0.230689127105666,
-                    "centroid": 0.181555986623769,
-                    "meanfun": 0.149405943223662,
-                    "minfun": 0.0469208211143695,
-                    "maxfun": 0.277456647398844,
-                    "meandom": 0.8912109375,
-                    "mindom": 0.0234375,
-                    "maxdom": 5.015625,
-                    "dfrange": 4.9921875,
-                    "modindx": 0.194195475885617,
-                    "label": "male"
-                }
-            },
-            {
-                "scenario_id": "286",
-                "features": {
-                    "meanfreq": 0.235297222790653,
-                    "sd": 0.0304039110720762,
-                    "median": 0.237710651828299,
-                    "Q25": 0.220349761526232,
-                    "Q75": 0.255516693163752,
-                    "IQR": 0.0351669316375199,
-                    "skew": 1.74569931104679,
-                    "kurt": 5.1428531073995,
-                    "sp.ent": 0.826121660941262,
-                    "sfm": 0.12933839235201,
-                    "mode": 0.220349761526232,
-                    "centroid": 0.235297222790653,
-                    "meanfun": 0.17899366409106,
-                    "minfun": 0.0474308300395257,
-                    "maxfun": 0.27906976744186,
-                    "meandom": 2.51544331395349,
-                    "mindom": 0.0234375,
-                    "maxdom": 10.7109375,
-                    "dfrange": 10.6875,
-                    "modindx": 0.158605974395448,
-                    "label": "female"
-                }
-            },
-            {
-                "scenario_id": "288",
-                "features": {
-                    "meanfreq": 0.185433437418597,
-                    "sd": 0.0278725024824166,
-                    "median": 0.180916271721959,
-                    "Q25": 0.172069510268562,
-                    "Q75": 0.200379146919431,
-                    "IQR": 0.0283096366508689,
-                    "skew": 2.87083706013916,
-                    "kurt": 11.7005016714942,
-                    "sp.ent": 0.793607005034901,
-                    "sfm": 0.157988598838907,
-                    "mode": 0.175165876777251,
-                    "centroid": 0.185433437418597,
-                    "meanfun": 0.163497440739752,
-                    "minfun": 0.0399002493765586,
-                    "maxfun": 0.225352112676056,
-                    "meandom": 0.975520833333333,
-                    "mindom": 0.171875,
-                    "maxdom": 3.65625,
-                    "dfrange": 3.484375,
-                    "modindx": 0.24791800128123,
-                    "label": "female"
-                }
-            },
-            {
-                "scenario_id": "290",
-                "features": {
-                    "meanfreq": 0.185771053009464,
-                    "sd": 0.0578330742247451,
-                    "median": 0.190595065312046,
-                    "Q25": 0.143047895500726,
-                    "Q75": 0.229608127721335,
-                    "IQR": 0.0865602322206096,
-                    "skew": 1.77185461613855,
-                    "kurt": 7.49220529734899,
-                    "sp.ent": 0.925754701162847,
-                    "sfm": 0.482850865926171,
-                    "mode": 0.220261248185776,
-                    "centroid": 0.185771053009464,
-                    "meanfun": 0.1371891845231,
-                    "minfun": 0.0469208211143695,
-                    "maxfun": 0.275862068965517,
-                    "meandom": 1.46658909574468,
-                    "mindom": 0.0234375,
-                    "maxdom": 6.421875,
-                    "dfrange": 6.3984375,
-                    "modindx": 0.117662824979898,
-                    "label": "male"
-                }
-            },
-            {
-                "scenario_id": "291",
-                "features": {
-                    "meanfreq": 0.198872415439805,
-                    "sd": 0.06988339023993,
-                    "median": 0.222787550744249,
-                    "Q25": 0.186414073071719,
-                    "Q75": 0.247036535859269,
-                    "IQR": 0.0606224627875507,
-                    "skew": 1.42885187232647,
-                    "kurt": 4.06495643203802,
-                    "sp.ent": 0.924548104778137,
-                    "sfm": 0.509935537616956,
-                    "mode": 0.215588633288227,
-                    "centroid": 0.198872415439805,
-                    "meanfun": 0.181328563791654,
-                    "minfun": 0.0470127326150832,
-                    "maxfun": 0.27906976744186,
-                    "meandom": 0.859525240384615,
-                    "mindom": 0.0234375,
-                    "maxdom": 4.5234375,
-                    "dfrange": 4.5,
-                    "modindx": 0.105412137681159,
-                    "label": "female"
-                }
-            },
-            {
-                "scenario_id": "297",
-                "features": {
-                    "meanfreq": 0.195861256126994,
-                    "sd": 0.0411700712898419,
-                    "median": 0.194160583941606,
-                    "Q25": 0.163503649635036,
-                    "Q75": 0.235036496350365,
-                    "IQR": 0.0715328467153285,
-                    "skew": 1.44929048437497,
-                    "kurt": 4.5650298209764,
-                    "sp.ent": 0.881690828285851,
-                    "sfm": 0.242618247800929,
-                    "mode": 0.168613138686131,
-                    "centroid": 0.195861256126994,
-                    "meanfun": 0.158902794579626,
-                    "minfun": 0.0478564307078764,
-                    "maxfun": 0.27906976744186,
-                    "meandom": 1.49263392857143,
-                    "mindom": 0.0234375,
-                    "maxdom": 7.734375,
-                    "dfrange": 7.7109375,
-                    "modindx": 0.0948537889110156,
-                    "label": "female"
-                }
-            },
-            {
-                "scenario_id": "298",
-                "features": {
-                    "meanfreq": 0.114828111362596,
-                    "sd": 0.0844280714419871,
-                    "median": 0.0886177311725453,
-                    "Q25": 0.0440419447092469,
-                    "Q75": 0.179904671115348,
-                    "IQR": 0.135862726406101,
-                    "skew": 1.02111245367685,
-                    "kurt": 3.81197100868381,
-                    "sp.ent": 0.969638311498128,
-                    "sfm": 0.774733956897712,
-                    "mode": 0.0224213536701621,
-                    "centroid": 0.114828111362596,
-                    "meanfun": 0.191768225695928,
-                    "minfun": 0.16,
-                    "maxfun": 0.275862068965517,
-                    "meandom": 0.556525735294118,
-                    "mindom": 0.0234375,
-                    "maxdom": 5.1015625,
-                    "dfrange": 5.078125,
-                    "modindx": 0.155865384615385,
-                    "label": "female"
-                }
-            },
-            {
-                "scenario_id": "300",
-                "features": {
-                    "meanfreq": 0.187146906823677,
-                    "sd": 0.0594584352005466,
-                    "median": 0.19823599523242,
-                    "Q25": 0.13015494636472,
-                    "Q75": 0.227938021454112,
-                    "IQR": 0.0977830750893922,
-                    "skew": 1.18741385393018,
-                    "kurt": 4.0017341468499,
-                    "sp.ent": 0.925742379080513,
-                    "sfm": 0.428130389548434,
-                    "mode": 0.198569725864124,
-                    "centroid": 0.187146906823677,
-                    "meanfun": 0.123697995898981,
-                    "minfun": 0.0475247524752475,
-                    "maxfun": 0.277456647398844,
-                    "meandom": 0.454385080645161,
-                    "mindom": 0.0234375,
-                    "maxdom": 1.8046875,
-                    "dfrange": 1.78125,
-                    "modindx": 0.142468239564428,
-                    "label": "male"
-                }
-            },
-            {
-                "scenario_id": "302",
-                "features": {
-                    "meanfreq": 0.192339818175447,
-                    "sd": 0.058945355930583,
-                    "median": 0.200636942675159,
-                    "Q25": 0.14,
-                    "Q75": 0.24135881104034,
-                    "IQR": 0.10135881104034,
-                    "skew": 0.926596076124285,
-                    "kurt": 3.04523637143675,
-                    "sp.ent": 0.930679363384369,
-                    "sfm": 0.425201228552791,
-                    "mode": 0.272569002123142,
-                    "centroid": 0.192339818175447,
-                    "meanfun": 0.134244149720656,
-                    "minfun": 0.0469208211143695,
-                    "maxfun": 0.27906976744186,
-                    "meandom": 1.71433971774194,
-                    "mindom": 0.0234375,
-                    "maxdom": 8.8125,
-                    "dfrange": 8.7890625,
-                    "modindx": 0.115456790123457,
-                    "label": "male"
-                }
-            },
-            {
-                "scenario_id": "305",
-                "features": {
-                    "meanfreq": 0.135052913878465,
-                    "sd": 0.0720951469733061,
-                    "median": 0.112927012791573,
-                    "Q25": 0.0876448457486832,
-                    "Q75": 0.200361173814898,
-                    "IQR": 0.112716328066215,
-                    "skew": 3.42177943711039,
-                    "kurt": 19.133217298205,
-                    "sp.ent": 0.94841734740265,
-                    "sfm": 0.682987712276421,
-                    "mode": 0.102603461249059,
-                    "centroid": 0.135052913878465,
-                    "meanfun": 0.0907510578606786,
-                    "minfun": 0.0172413793103448,
-                    "maxfun": 0.2,
-                    "meandom": 0.6153125,
-                    "mindom": 0.015625,
-                    "maxdom": 4.4453125,
-                    "dfrange": 4.4296875,
-                    "modindx": 0.217151675485009,
-                    "label": "male"
-                }
-            },
-            {
-                "scenario_id": "308",
-                "features": {
-                    "meanfreq": 0.156605509761949,
-                    "sd": 0.0602948392779673,
-                    "median": 0.166609775019395,
-                    "Q25": 0.102094647013189,
-                    "Q75": 0.206361520558573,
-                    "IQR": 0.104266873545384,
-                    "skew": 3.43785870695015,
-                    "kurt": 17.6256667582809,
-                    "sp.ent": 0.898750554546614,
-                    "sfm": 0.466106095488165,
-                    "mode": 0.102311869666408,
-                    "centroid": 0.156605509761949,
-                    "meanfun": 0.10187241368228,
-                    "minfun": 0.0130208333333333,
-                    "maxfun": 0.232558139534884,
-                    "meandom": 0.552423650568182,
-                    "mindom": 0.0927734375,
-                    "maxdom": 0.7421875,
-                    "dfrange": 0.6494140625,
-                    "modindx": 0.215896885069817,
-                    "label": "male"
-                }
-            },
-            {
-                "scenario_id": "309",
-                "features": {
-                    "meanfreq": 0.152846475494878,
-                    "sd": 0.0701845657131918,
-                    "median": 0.174979988564894,
-                    "Q25": 0.115906232132647,
-                    "Q75": 0.200114351057747,
-                    "IQR": 0.0842081189251,
-                    "skew": 2.31475930686973,
-                    "kurt": 8.8402415588208,
-                    "sp.ent": 0.953125234046086,
-                    "sfm": 0.714829575245683,
-                    "mode": 0.200914808461978,
-                    "centroid": 0.152846475494878,
-                    "meanfun": 0.179050677697413,
-                    "minfun": 0.0167014613778706,
-                    "maxfun": 0.271186440677966,
-                    "meandom": 0.801930147058823,
-                    "mindom": 0.0078125,
-                    "maxdom": 6.1015625,
-                    "dfrange": 6.09375,
-                    "modindx": 0.152924679487179,
-                    "label": "male"
-                }
-            },
-            {
-                "scenario_id": "311",
-                "features": {
-                    "meanfreq": 0.213498294490072,
-                    "sd": 0.0391408963399377,
-                    "median": 0.213800350262697,
-                    "Q25": 0.198108581436077,
-                    "Q75": 0.231943957968476,
-                    "IQR": 0.0338353765323993,
-                    "skew": 2.25808026838391,
-                    "kurt": 8.13036542502334,
-                    "sp.ent": 0.85045517655281,
-                    "sfm": 0.254007588173054,
-                    "mode": 0.199579684763573,
-                    "centroid": 0.213498294490072,
-                    "meanfun": 0.161832683030447,
-                    "minfun": 0.0476190476190476,
-                    "maxfun": 0.277456647398844,
-                    "meandom": 0.720982142857143,
-                    "mindom": 0.0234375,
-                    "maxdom": 3.7734375,
-                    "dfrange": 3.75,
-                    "modindx": 0.133388157894737,
-                    "label": "female"
-                }
-            },
-            {
-                "scenario_id": "313",
-                "features": {
-                    "meanfreq": 0.15503931738569,
-                    "sd": 0.0605430255648503,
-                    "median": 0.129153754469607,
-                    "Q25": 0.108295589988081,
-                    "Q75": 0.215756853396901,
-                    "IQR": 0.10746126340882,
-                    "skew": 2.75562093945885,
-                    "kurt": 12.9211248920193,
-                    "sp.ent": 0.918165894400606,
-                    "sfm": 0.467465017489177,
-                    "mode": 0.113468414779499,
-                    "centroid": 0.15503931738569,
-                    "meanfun": 0.114618346302328,
-                    "minfun": 0.0423728813559322,
-                    "maxfun": 0.217391304347826,
-                    "meandom": 0.560037364130435,
-                    "mindom": 0.107421875,
-                    "maxdom": 0.888671875,
-                    "dfrange": 0.78125,
-                    "modindx": 0.40234375,
-                    "label": "male"
-                }
-            },
-            {
-                "scenario_id": "314",
-                "features": {
-                    "meanfreq": 0.182069978325453,
-                    "sd": 0.0578765563147938,
-                    "median": 0.191935483870968,
-                    "Q25": 0.120806451612903,
-                    "Q75": 0.220537634408602,
-                    "IQR": 0.0997311827956989,
-                    "skew": 1.77664057131275,
-                    "kurt": 6.10189606826726,
-                    "sp.ent": 0.89901533281585,
-                    "sfm": 0.331702984346265,
-                    "mode": 0.185913978494624,
-                    "centroid": 0.182069978325453,
-                    "meanfun": 0.128235276730431,
-                    "minfun": 0.0469208211143695,
-                    "maxfun": 0.27906976744186,
-                    "meandom": 1.13060461956522,
-                    "mindom": 0.0234375,
-                    "maxdom": 5.0859375,
-                    "dfrange": 5.0625,
-                    "modindx": 0.151967592592593,
-                    "label": "male"
-                }
-            },
-            {
-                "scenario_id": "315",
-                "features": {
-                    "meanfreq": 0.185174045584706,
-                    "sd": 0.0385023021755074,
-                    "median": 0.18103144654088,
-                    "Q25": 0.166591194968553,
-                    "Q75": 0.202867924528302,
-                    "IQR": 0.0362767295597484,
-                    "skew": 2.53103902519072,
-                    "kurt": 9.33309989742621,
-                    "sp.ent": 0.859676929204782,
-                    "sfm": 0.290416358647794,
-                    "mode": 0.17222641509434,
-                    "centroid": 0.185174045584706,
-                    "meanfun": 0.166094436977788,
-                    "minfun": 0.0435967302452316,
-                    "maxfun": 0.262295081967213,
-                    "meandom": 0.746484375,
-                    "mindom": 0.1640625,
-                    "maxdom": 6.546875,
-                    "dfrange": 6.3828125,
-                    "modindx": 0.150486375056368,
-                    "label": "female"
-                }
-            },
-            {
-                "scenario_id": "316",
-                "features": {
-                    "meanfreq": 0.175181158095862,
-                    "sd": 0.0759088584181587,
-                    "median": 0.211125670041691,
-                    "Q25": 0.108397855866587,
-                    "Q75": 0.233138773079214,
-                    "IQR": 0.124740917212627,
-                    "skew": 2.65859578415014,
-                    "kurt": 10.4677223182822,
-                    "sp.ent": 0.940770036745265,
-                    "sfm": 0.655593804346462,
-                    "mode": 0.218129839189994,
-                    "centroid": 0.175181158095862,
-                    "meanfun": 0.186196325047731,
-                    "minfun": 0.0189349112426036,
-                    "maxfun": 0.275862068965517,
-                    "meandom": 0.180059523809524,
-                    "mindom": 0.0078125,
-                    "maxdom": 0.28125,
-                    "dfrange": 0.2734375,
-                    "modindx": 0.291575091575092,
-                    "label": "female"
-                }
-            },
-            {
-                "scenario_id": "322",
-                "features": {
-                    "meanfreq": 0.188718626051724,
-                    "sd": 0.0262357218474007,
-                    "median": 0.189836477987421,
-                    "Q25": 0.176100628930818,
-                    "Q75": 0.201459119496855,
-                    "IQR": 0.0253584905660377,
-                    "skew": 2.61582786405789,
-                    "kurt": 9.60340084441662,
-                    "sp.ent": 0.806330948818179,
-                    "sfm": 0.153017873692079,
-                    "mode": 0.188427672955975,
-                    "centroid": 0.188718626051724,
-                    "meanfun": 0.180615595765254,
-                    "minfun": 0.0260586319218241,
-                    "maxfun": 0.246153846153846,
-                    "meandom": 0.491796875,
-                    "mindom": 0.1640625,
-                    "maxdom": 6.1796875,
-                    "dfrange": 6.015625,
-                    "modindx": 0.106493506493506,
-                    "label": "female"
-                }
-            },
-            {
-                "scenario_id": "325",
-                "features": {
-                    "meanfreq": 0.184244560895385,
-                    "sd": 0.0612420140211161,
-                    "median": 0.195111111111111,
-                    "Q25": 0.124,
-                    "Q75": 0.236888888888889,
-                    "IQR": 0.112888888888889,
-                    "skew": 0.727082560795472,
-                    "kurt": 2.74280342352115,
-                    "sp.ent": 0.939729653888708,
-                    "sfm": 0.504382747087322,
-                    "mode": 0.239111111111111,
-                    "centroid": 0.184244560895385,
-                    "meanfun": 0.116962865829277,
-                    "minfun": 0.0469667318982388,
-                    "maxfun": 0.27906976744186,
-                    "meandom": 1.11582880434783,
-                    "mindom": 0.0234375,
-                    "maxdom": 12.0234375,
-                    "dfrange": 12.0,
-                    "modindx": 0.0948195684523809,
-                    "label": "male"
-                }
-            },
-            {
-                "scenario_id": "327",
-                "features": {
-                    "meanfreq": 0.233652025642724,
-                    "sd": 0.0323797974033195,
-                    "median": 0.234029850746269,
-                    "Q25": 0.223582089552239,
-                    "Q75": 0.249910447761194,
-                    "IQR": 0.0263283582089552,
-                    "skew": 2.91033734967693,
-                    "kurt": 12.0499142003417,
-                    "sp.ent": 0.794284267001412,
-                    "sfm": 0.145933857180294,
-                    "mode": 0.234029850746269,
-                    "centroid": 0.233652025642724,
-                    "meanfun": 0.193572168002854,
-                    "minfun": 0.0471050049067713,
-                    "maxfun": 0.27906976744186,
-                    "meandom": 1.0434375,
-                    "mindom": 0.0234375,
-                    "maxdom": 10.359375,
-                    "dfrange": 10.3359375,
-                    "modindx": 0.0724176195300815,
-                    "label": "female"
-                }
-            },
-            {
-                "scenario_id": "328",
-                "features": {
-                    "meanfreq": 0.193605245558082,
-                    "sd": 0.034647315140938,
-                    "median": 0.184615384615385,
-                    "Q25": 0.175769230769231,
-                    "Q75": 0.22,
-                    "IQR": 0.0442307692307692,
-                    "skew": 3.06233563110716,
-                    "kurt": 14.9756245715672,
-                    "sp.ent": 0.846290674319898,
-                    "sfm": 0.212338104666305,
-                    "mode": 0.181923076923077,
-                    "centroid": 0.193605245558082,
-                    "meanfun": 0.181072955552932,
-                    "minfun": 0.0483870967741936,
-                    "maxfun": 0.27906976744186,
-                    "meandom": 1.27205882352941,
-                    "mindom": 0.0234375,
-                    "maxdom": 9.609375,
-                    "dfrange": 9.5859375,
-                    "modindx": 0.0786037559173906,
-                    "label": "female"
-                }
-            },
-            {
-                "scenario_id": "333",
-                "features": {
-                    "meanfreq": 0.232943235211659,
-                    "sd": 0.0344954723497062,
-                    "median": 0.236161616161616,
-                    "Q25": 0.222020202020202,
-                    "Q75": 0.251010101010101,
-                    "IQR": 0.028989898989899,
-                    "skew": 2.26662561094802,
-                    "kurt": 7.35678384053223,
-                    "sp.ent": 0.813033102829497,
-                    "sfm": 0.162505692197907,
-                    "mode": 0.247828282828283,
-                    "centroid": 0.232943235211659,
-                    "meanfun": 0.191420503346952,
-                    "minfun": 0.0470127326150832,
-                    "maxfun": 0.27906976744186,
-                    "meandom": 1.53125,
-                    "mindom": 0.234375,
-                    "maxdom": 8.71875,
-                    "dfrange": 8.484375,
-                    "modindx": 0.133170019806109,
-                    "label": "female"
-                }
-            },
-            {
-                "scenario_id": "334",
-                "features": {
-                    "meanfreq": 0.19117354918681,
-                    "sd": 0.0336220606325505,
-                    "median": 0.195240083507307,
-                    "Q25": 0.179457202505219,
-                    "Q75": 0.204008350730689,
-                    "IQR": 0.0245511482254697,
-                    "skew": 3.38856179497655,
-                    "kurt": 16.6998867997051,
-                    "sp.ent": 0.824507766477542,
-                    "sfm": 0.227180389522972,
-                    "mode": 0.196409185803758,
-                    "centroid": 0.19117354918681,
-                    "meanfun": 0.184621486439848,
-                    "minfun": 0.0245022970903522,
-                    "maxfun": 0.275862068965517,
-                    "meandom": 0.458333333333333,
-                    "mindom": 0.0078125,
-                    "maxdom": 6.546875,
-                    "dfrange": 6.5390625,
-                    "modindx": 0.0874240299205236,
-                    "label": "female"
-                }
-            },
-            {
-                "scenario_id": "335",
-                "features": {
-                    "meanfreq": 0.199137654873531,
-                    "sd": 0.0587237379311004,
-                    "median": 0.217777777777778,
-                    "Q25": 0.135452991452991,
-                    "Q75": 0.246495726495727,
-                    "IQR": 0.111042735042735,
-                    "skew": 1.14977022038825,
-                    "kurt": 3.46009401637237,
-                    "sp.ent": 0.901842237417053,
-                    "sfm": 0.316277876614438,
-                    "mode": 0.223521367521368,
-                    "centroid": 0.199137654873531,
-                    "meanfun": 0.141118885609585,
-                    "minfun": 0.0482412060301508,
-                    "maxfun": 0.277456647398844,
-                    "meandom": 1.05357142857143,
-                    "mindom": 0.0234375,
-                    "maxdom": 9.3984375,
-                    "dfrange": 9.375,
-                    "modindx": 0.101756756756757,
-                    "label": "male"
-                }
-            },
-            {
-                "scenario_id": "342",
-                "features": {
-                    "meanfreq": 0.172242859489748,
-                    "sd": 0.0548064682338022,
-                    "median": 0.188347457627119,
-                    "Q25": 0.127245762711864,
-                    "Q75": 0.203177966101695,
-                    "IQR": 0.0759322033898305,
-                    "skew": 4.80577264759603,
-                    "kurt": 30.7509597580315,
-                    "sp.ent": 0.87592654665763,
-                    "sfm": 0.342791542599305,
-                    "mode": 0.189533898305085,
-                    "centroid": 0.172242859489748,
-                    "meanfun": 0.094400515977296,
-                    "minfun": 0.0222841225626741,
-                    "maxfun": 0.210526315789474,
-                    "meandom": 0.241365131578947,
-                    "mindom": 0.0078125,
-                    "maxdom": 0.828125,
-                    "dfrange": 0.8203125,
-                    "modindx": 0.269642857142857,
-                    "label": "male"
-                }
-            },
-            {
-                "scenario_id": "344",
-                "features": {
-                    "meanfreq": 0.209656213599806,
-                    "sd": 0.0429910818868858,
-                    "median": 0.216214953271028,
-                    "Q25": 0.20803738317757,
-                    "Q75": 0.226191588785047,
-                    "IQR": 0.0181542056074766,
-                    "skew": 3.84672331368085,
-                    "kurt": 20.0261803798441,
-                    "sp.ent": 0.834913401533653,
-                    "sfm": 0.248627309344792,
-                    "mode": 0.214742990654206,
-                    "centroid": 0.209656213599806,
-                    "meanfun": 0.21465428562725,
-                    "minfun": 0.0819672131147541,
-                    "maxfun": 0.263157894736842,
-                    "meandom": 0.359375,
-                    "mindom": 0.21484375,
-                    "maxdom": 0.83984375,
-                    "dfrange": 0.625,
-                    "modindx": 0.32421875,
-                    "label": "female"
-                }
-            },
-            {
-                "scenario_id": "350",
-                "features": {
-                    "meanfreq": 0.138336323031331,
-                    "sd": 0.0856926548320765,
-                    "median": 0.126747891283974,
-                    "Q25": 0.0608809746954077,
-                    "Q75": 0.238669165885661,
-                    "IQR": 0.177788191190253,
-                    "skew": 2.66828600274031,
-                    "kurt": 13.514606666486,
-                    "sp.ent": 0.943046922337863,
-                    "sfm": 0.611900029071177,
-                    "mode": 0.125042174320525,
-                    "centroid": 0.138336323031331,
-                    "meanfun": 0.138232927125253,
-                    "minfun": 0.016359918200409,
-                    "maxfun": 0.275862068965517,
-                    "meandom": 1.10621279761905,
-                    "mindom": 0.0078125,
-                    "maxdom": 4.421875,
-                    "dfrange": 4.4140625,
-                    "modindx": 0.230973451327434,
-                    "label": "male"
-                }
-            },
-            {
-                "scenario_id": "352",
-                "features": {
-                    "meanfreq": 0.136619900905995,
-                    "sd": 0.0901570605176864,
-                    "median": 0.126277712952159,
-                    "Q25": 0.0498249708284714,
-                    "Q75": 0.225764294049008,
-                    "IQR": 0.175939323220537,
-                    "skew": 1.12268790740991,
-                    "kurt": 3.8223793947426,
-                    "sp.ent": 0.961351375944993,
-                    "sfm": 0.704402570983424,
-                    "mode": 0.0063710618436406,
-                    "centroid": 0.136619900905995,
-                    "meanfun": 0.104033219402421,
-                    "minfun": 0.0176795580110497,
-                    "maxfun": 0.262295081967213,
-                    "meandom": 0.170691287878788,
-                    "mindom": 0.0078125,
-                    "maxdom": 0.6875,
-                    "dfrange": 0.6796875,
-                    "modindx": 0.210344827586207,
-                    "label": "male"
-                }
-            },
-            {
-                "scenario_id": "353",
-                "features": {
-                    "meanfreq": 0.192676717697396,
-                    "sd": 0.0704937912619223,
-                    "median": 0.215169660678643,
-                    "Q25": 0.17688622754491,
-                    "Q75": 0.241437125748503,
-                    "IQR": 0.0645508982035928,
-                    "skew": 2.16691713972365,
-                    "kurt": 11.9484918030544,
-                    "sp.ent": 0.917667141297756,
-                    "sfm": 0.493544828697297,
-                    "mode": 0.0500199600798403,
-                    "centroid": 0.192676717697396,
-                    "meanfun": 0.158243133671757,
-                    "minfun": 0.0174291938997821,
-                    "maxfun": 0.266666666666667,
-                    "meandom": 0.188657407407407,
-                    "mindom": 0.0390625,
-                    "maxdom": 0.53125,
-                    "dfrange": 0.4921875,
-                    "modindx": 0.252747252747253,
-                    "label": "female"
-                }
-            },
-            {
-                "scenario_id": "354",
-                "features": {
-                    "meanfreq": 0.141404114569182,
-                    "sd": 0.0648167091960256,
-                    "median": 0.147186484730344,
-                    "Q25": 0.128265107212476,
-                    "Q75": 0.165743989603639,
-                    "IQR": 0.0374788823911631,
-                    "skew": 3.11301432771472,
-                    "kurt": 14.5400196663225,
-                    "sp.ent": 0.908986044461427,
-                    "sfm": 0.51698546711136,
-                    "mode": 0.147368421052632,
-                    "centroid": 0.141404114569182,
-                    "meanfun": 0.0919118518043564,
-                    "minfun": 0.0156402737047898,
-                    "maxfun": 0.228571428571429,
-                    "meandom": 0.0848214285714286,
-                    "mindom": 0.0078125,
-                    "maxdom": 0.1796875,
-                    "dfrange": 0.171875,
-                    "modindx": 0.198447893569845,
-                    "label": "female"
-                }
-            },
-            {
-                "scenario_id": "355",
-                "features": {
-                    "meanfreq": 0.151657728488155,
-                    "sd": 0.0784030051460707,
-                    "median": 0.175977653631285,
-                    "Q25": 0.081340782122905,
-                    "Q75": 0.21840782122905,
-                    "IQR": 0.137067039106145,
-                    "skew": 7.99152515924933,
-                    "kurt": 136.735774560024,
-                    "sp.ent": 0.962921470184149,
-                    "sfm": 0.759878121477489,
-                    "mode": 0.0500558659217877,
-                    "centroid": 0.151657728488155,
-                    "meanfun": 0.140644436801766,
-                    "minfun": 0.0160804020100502,
-                    "maxfun": 0.258064516129032,
-                    "meandom": 0.161258012820513,
-                    "mindom": 0.0546875,
-                    "maxdom": 0.578125,
-                    "dfrange": 0.5234375,
-                    "modindx": 0.285153181461115,
-                    "label": "female"
-                }
-            },
-            {
-                "scenario_id": "357",
-                "features": {
-                    "meanfreq": 0.124012865573775,
-                    "sd": 0.0800191044579762,
-                    "median": 0.1110440651052,
-                    "Q25": 0.0531321953156014,
-                    "Q75": 0.200635172687574,
-                    "IQR": 0.147502977371973,
-                    "skew": 1.36489084705267,
-                    "kurt": 5.24851375067372,
-                    "sp.ent": 0.971954732154876,
-                    "sfm": 0.778156145360479,
-                    "mode": 0.100484319174276,
-                    "centroid": 0.124012865573775,
-                    "meanfun": 0.108312456944087,
-                    "minfun": 0.0171122994652406,
-                    "maxfun": 0.271186440677966,
-                    "meandom": 0.54296875,
-                    "mindom": 0.0078125,
-                    "maxdom": 6.0234375,
-                    "dfrange": 6.015625,
-                    "modindx": 0.143008154636062,
-                    "label": "male"
-                }
-            },
-            {
-                "scenario_id": "360",
-                "features": {
-                    "meanfreq": 0.139546332570653,
-                    "sd": 0.0702477848558819,
-                    "median": 0.12735542560104,
-                    "Q25": 0.0884210526315789,
-                    "Q75": 0.194853801169591,
-                    "IQR": 0.106432748538012,
-                    "skew": 2.11453734806424,
-                    "kurt": 10.0704987976955,
-                    "sp.ent": 0.964297684594763,
-                    "sfm": 0.730375338530978,
-                    "mode": 0.0953346328784925,
-                    "centroid": 0.139546332570653,
-                    "meanfun": 0.102370609327683,
-                    "minfun": 0.0302457466918715,
-                    "maxfun": 0.275862068965517,
-                    "meandom": 0.426915322580645,
-                    "mindom": 0.0234375,
-                    "maxdom": 2.5234375,
-                    "dfrange": 2.5,
-                    "modindx": 0.169166666666667,
-                    "label": "male"
-                }
-            },
-            {
-                "scenario_id": "362",
-                "features": {
-                    "meanfreq": 0.143060223394683,
-                    "sd": 0.0716366360126287,
-                    "median": 0.164344926155312,
-                    "Q25": 0.0921772272510719,
-                    "Q75": 0.195292996665079,
-                    "IQR": 0.103115769414007,
-                    "skew": 2.28780374168966,
-                    "kurt": 9.17574636899814,
-                    "sp.ent": 0.935944114611429,
-                    "sfm": 0.583080111524495,
-                    "mode": 0.0967127203430205,
-                    "centroid": 0.143060223394683,
-                    "meanfun": 0.0985022531190077,
-                    "minfun": 0.0168421052631579,
-                    "maxfun": 0.262295081967213,
-                    "meandom": 0.479724702380952,
-                    "mindom": 0.0078125,
-                    "maxdom": 4.8515625,
-                    "dfrange": 4.84375,
-                    "modindx": 0.160528673835125,
-                    "label": "male"
-                }
-            },
-            {
-                "scenario_id": "367",
-                "features": {
-                    "meanfreq": 0.20153062828426,
-                    "sd": 0.0289592227928933,
-                    "median": 0.200129659643436,
-                    "Q25": 0.184700162074554,
-                    "Q75": 0.214651539708266,
-                    "IQR": 0.0299513776337115,
-                    "skew": 2.4314965711629,
-                    "kurt": 9.2745005702561,
-                    "sp.ent": 0.834514896879929,
-                    "sfm": 0.139868626643587,
-                    "mode": 0.198314424635332,
-                    "centroid": 0.20153062828426,
-                    "meanfun": 0.170665073966362,
-                    "minfun": 0.0469208211143695,
-                    "maxfun": 0.272727272727273,
-                    "meandom": 0.551846590909091,
-                    "mindom": 0.1875,
-                    "maxdom": 2.2265625,
-                    "dfrange": 2.0390625,
-                    "modindx": 0.141091954022989,
-                    "label": "female"
-                }
-            },
-            {
-                "scenario_id": "372",
-                "features": {
-                    "meanfreq": 0.187391060673439,
-                    "sd": 0.0596586323446976,
-                    "median": 0.202846054333765,
-                    "Q25": 0.125692108667529,
-                    "Q75": 0.235808538163001,
-                    "IQR": 0.110116429495472,
-                    "skew": 1.72260590310098,
-                    "kurt": 6.69379871174734,
-                    "sp.ent": 0.92324203768354,
-                    "sfm": 0.464030970531569,
-                    "mode": 0.23254851228978,
-                    "centroid": 0.187391060673439,
-                    "meanfun": 0.0986941569747834,
-                    "minfun": 0.027972027972028,
-                    "maxfun": 0.141592920353982,
-                    "meandom": 0.324404761904762,
-                    "mindom": 0.1640625,
-                    "maxdom": 0.59375,
-                    "dfrange": 0.4296875,
-                    "modindx": 0.324545454545455,
-                    "label": "male"
-                }
-            },
-            {
-                "scenario_id": "373",
-                "features": {
-                    "meanfreq": 0.0597809849598081,
-                    "sd": 0.0642412677031359,
-                    "median": 0.032026913372582,
-                    "Q25": 0.0150714886459209,
-                    "Q75": 0.0901934398654331,
-                    "IQR": 0.0751219512195122,
-                    "skew": 12.8634618371626,
-                    "kurt": 274.402905502067,
-                    "sp.ent": 0.893369416700807,
-                    "sfm": 0.491917766397811,
-                    "mode": 0.0,
-                    "centroid": 0.0597809849598081,
-                    "meanfun": 0.084279106440321,
-                    "minfun": 0.0157016683022571,
-                    "maxfun": 0.275862068965517,
-                    "meandom": 0.0078125,
-                    "mindom": 0.0078125,
-                    "maxdom": 0.0078125,
-                    "dfrange": 0.0,
-                    "modindx": 0.0,
-                    "label": "male"
-                }
-            },
-            {
-                "scenario_id": "374",
-                "features": {
-                    "meanfreq": 0.177761358319671,
-                    "sd": 0.0610238116738538,
-                    "median": 0.189946396664681,
-                    "Q25": 0.158260869565217,
-                    "Q75": 0.219297200714711,
-                    "IQR": 0.0610363311494937,
-                    "skew": 1.86929086381637,
-                    "kurt": 8.16735721445913,
-                    "sp.ent": 0.923166167261907,
-                    "sfm": 0.488290393564468,
-                    "mode": 0.0,
-                    "centroid": 0.177761358319671,
-                    "meanfun": 0.128825056695329,
-                    "minfun": 0.0157946692991115,
-                    "maxfun": 0.253968253968254,
-                    "meandom": 0.115451388888889,
-                    "mindom": 0.0078125,
-                    "maxdom": 0.6015625,
-                    "dfrange": 0.59375,
-                    "modindx": 0.0904074702886248,
-                    "label": "female"
-                }
-            },
-            {
-                "scenario_id": "375",
-                "features": {
-                    "meanfreq": 0.145720764202885,
-                    "sd": 0.0960299300971693,
-                    "median": 0.14410835214447,
-                    "Q25": 0.0686832204665162,
-                    "Q75": 0.234913468773514,
-                    "IQR": 0.166230248306998,
-                    "skew": 10.4053022131906,
-                    "kurt": 145.828427954644,
-                    "sp.ent": 0.89450552542386,
-                    "sfm": 0.460903059743691,
-                    "mode": 0.0008427389014296,
-                    "centroid": 0.145720764202885,
-                    "meanfun": 0.111859288680247,
-                    "minfun": 0.0162271805273834,
-                    "maxfun": 0.219178082191781,
-                    "meandom": 0.197916666666667,
-                    "mindom": 0.0078125,
-                    "maxdom": 0.6171875,
-                    "dfrange": 0.609375,
-                    "modindx": 0.2465483234714,
-                    "label": "male"
-                }
-            },
-            {
-                "scenario_id": "377",
-                "features": {
-                    "meanfreq": 0.179489929200821,
-                    "sd": 0.0604267926295594,
-                    "median": 0.181523500810373,
-                    "Q25": 0.13387358184765,
-                    "Q75": 0.225089141004862,
-                    "IQR": 0.0912155591572123,
-                    "skew": 1.51397189614924,
-                    "kurt": 5.99554180540149,
-                    "sp.ent": 0.927289786419794,
-                    "sfm": 0.447723288068853,
-                    "mode": 0.177439222042139,
-                    "centroid": 0.179489929200821,
-                    "meanfun": 0.121192595990153,
-                    "minfun": 0.0476663356504469,
-                    "maxfun": 0.272727272727273,
-                    "meandom": 0.690588662790698,
-                    "mindom": 0.0234375,
-                    "maxdom": 4.546875,
-                    "dfrange": 4.5234375,
-                    "modindx": 0.113716934824107,
-                    "label": "male"
-                }
-            },
-            {
-                "scenario_id": "382",
-                "features": {
-                    "meanfreq": 0.18765028540148,
-                    "sd": 0.032121355935044,
-                    "median": 0.184712041884817,
-                    "Q25": 0.175329842931937,
-                    "Q75": 0.208460732984293,
-                    "IQR": 0.033130890052356,
-                    "skew": 3.25721108047782,
-                    "kurt": 15.6191838648535,
-                    "sp.ent": 0.826432661301498,
-                    "sfm": 0.222244999360284,
-                    "mode": 0.179434554973822,
-                    "centroid": 0.18765028540148,
-                    "meanfun": 0.173670159733204,
-                    "minfun": 0.0257234726688103,
-                    "maxfun": 0.258064516129032,
-                    "meandom": 0.668294270833333,
-                    "mindom": 0.1640625,
-                    "maxdom": 6.703125,
-                    "dfrange": 6.5390625,
-                    "modindx": 0.108513843436705,
-                    "label": "female"
-                }
-            },
-            {
-                "scenario_id": "383",
-                "features": {
-                    "meanfreq": 0.131780893920099,
-                    "sd": 0.0851439297527934,
-                    "median": 0.157156862745098,
-                    "Q25": 0.0420915032679739,
-                    "Q75": 0.195816993464052,
-                    "IQR": 0.153725490196078,
-                    "skew": 1.85545779428667,
-                    "kurt": 7.58143954631939,
-                    "sp.ent": 0.96209304786379,
-                    "sfm": 0.738187336006642,
-                    "mode": 0.174313725490196,
-                    "centroid": 0.131780893920099,
-                    "meanfun": 0.17196058421944,
-                    "minfun": 0.026578073089701,
-                    "maxfun": 0.262295081967213,
-                    "meandom": 1.04427083333333,
-                    "mindom": 0.0078125,
-                    "maxdom": 4.953125,
-                    "dfrange": 4.9453125,
-                    "modindx": 0.190488068512514,
-                    "label": "female"
-                }
-            },
-            {
-                "scenario_id": "384",
-                "features": {
-                    "meanfreq": 0.203381045591161,
-                    "sd": 0.0568882478164674,
-                    "median": 0.22745501285347,
-                    "Q25": 0.150437017994859,
-                    "Q75": 0.245809768637532,
-                    "IQR": 0.0953727506426735,
-                    "skew": 1.96735523196846,
-                    "kurt": 7.08190598184199,
-                    "sp.ent": 0.903996405338361,
-                    "sfm": 0.381190116140936,
-                    "mode": 0.240411311053985,
-                    "centroid": 0.203381045591161,
-                    "meanfun": 0.126410707477429,
-                    "minfun": 0.0475718533201189,
-                    "maxfun": 0.27906976744186,
-                    "meandom": 0.9703125,
-                    "mindom": 0.0234375,
-                    "maxdom": 7.21875,
-                    "dfrange": 7.1953125,
-                    "modindx": 0.0997854929689362,
-                    "label": "male"
-                }
-            },
-            {
-                "scenario_id": "385",
-                "features": {
-                    "meanfreq": 0.162438929703756,
-                    "sd": 0.0599440882265267,
-                    "median": 0.167797101449275,
-                    "Q25": 0.109971014492754,
-                    "Q75": 0.208376811594203,
-                    "IQR": 0.0984057971014493,
-                    "skew": 1.12345437830647,
-                    "kurt": 4.10840613325852,
-                    "sp.ent": 0.949240142666197,
-                    "sfm": 0.607524026764539,
-                    "mode": 0.0959710144927536,
-                    "centroid": 0.162438929703756,
-                    "meanfun": 0.0959713571731734,
-                    "minfun": 0.0170212765957447,
-                    "maxfun": 0.210526315789474,
-                    "meandom": 0.986979166666667,
-                    "mindom": 0.078125,
-                    "maxdom": 6.8671875,
-                    "dfrange": 6.7890625,
-                    "modindx": 0.227420680585238,
-                    "label": "male"
-                }
-            },
-            {
-                "scenario_id": "391",
-                "features": {
-                    "meanfreq": 0.158040154323834,
-                    "sd": 0.0606396771475706,
-                    "median": 0.163174603174603,
-                    "Q25": 0.103703703703704,
-                    "Q75": 0.206772486772487,
-                    "IQR": 0.103068783068783,
-                    "skew": 3.04615513452666,
-                    "kurt": 15.1977632574797,
-                    "sp.ent": 0.914716617929945,
-                    "sfm": 0.493013250173062,
-                    "mode": 0.100952380952381,
-                    "centroid": 0.158040154323834,
-                    "meanfun": 0.103934141766335,
-                    "minfun": 0.0340136054421769,
-                    "maxfun": 0.166666666666667,
-                    "meandom": 0.646306818181818,
-                    "mindom": 0.0927734375,
-                    "maxdom": 3.828125,
-                    "dfrange": 3.7353515625,
-                    "modindx": 0.258692810457516,
-                    "label": "male"
-                }
-            },
-            {
-                "scenario_id": "393",
-                "features": {
-                    "meanfreq": 0.228902747914572,
-                    "sd": 0.0415957025227325,
-                    "median": 0.23690496215307,
-                    "Q25": 0.208645920941968,
-                    "Q75": 0.259276703111859,
-                    "IQR": 0.0506307821698907,
-                    "skew": 2.0736390649369,
-                    "kurt": 7.74231617339894,
-                    "sp.ent": 0.866409200464638,
-                    "sfm": 0.16319963493523,
-                    "mode": 0.258570227081581,
-                    "centroid": 0.228902747914572,
-                    "meanfun": 0.177574699761372,
-                    "minfun": 0.0199252801992528,
-                    "maxfun": 0.275862068965517,
-                    "meandom": 0.4296875,
-                    "mindom": 0.0078125,
-                    "maxdom": 2.71875,
-                    "dfrange": 2.7109375,
-                    "modindx": 0.148991354466859,
-                    "label": "female"
-                }
-            },
-            {
-                "scenario_id": "395",
-                "features": {
-                    "meanfreq": 0.19795475045416,
-                    "sd": 0.0578260778934931,
-                    "median": 0.225687382297552,
-                    "Q25": 0.135517890772128,
-                    "Q75": 0.244143126177024,
-                    "IQR": 0.108625235404896,
-                    "skew": 2.27594127310544,
-                    "kurt": 9.44300880881321,
-                    "sp.ent": 0.884934110543442,
-                    "sfm": 0.316922889072476,
-                    "mode": 0.24361581920904,
-                    "centroid": 0.19795475045416,
-                    "meanfun": 0.139392248393831,
-                    "minfun": 0.0487309644670051,
-                    "maxfun": 0.27906976744186,
-                    "meandom": 1.12017463235294,
-                    "mindom": 0.0234375,
-                    "maxdom": 8.8828125,
-                    "dfrange": 8.859375,
-                    "modindx": 0.100802773216566,
-                    "label": "male"
-                }
-            },
-            {
-                "scenario_id": "397",
-                "features": {
-                    "meanfreq": 0.167022035765728,
-                    "sd": 0.0935158285233543,
-                    "median": 0.204379562043796,
-                    "Q25": 0.0621654501216545,
-                    "Q75": 0.241849148418491,
-                    "IQR": 0.179683698296837,
-                    "skew": 3.12747324718415,
-                    "kurt": 33.6172247540468,
-                    "sp.ent": 0.940832270883638,
-                    "sfm": 0.587217756478574,
-                    "mode": 0.0,
-                    "centroid": 0.167022035765728,
-                    "meanfun": 0.200744538465314,
-                    "minfun": 0.0217687074829932,
-                    "maxfun": 0.275862068965517,
-                    "meandom": 0.29921875,
-                    "mindom": 0.0078125,
-                    "maxdom": 0.890625,
-                    "dfrange": 0.8828125,
-                    "modindx": 0.380225816295392,
-                    "label": "female"
-                }
-            },
-            {
-                "scenario_id": "399",
-                "features": {
-                    "meanfreq": 0.173249738364511,
-                    "sd": 0.0520200429497748,
-                    "median": 0.189908069458631,
-                    "Q25": 0.159019407558733,
-                    "Q75": 0.202492339121553,
-                    "IQR": 0.0434729315628192,
-                    "skew": 3.14987419772408,
-                    "kurt": 15.6367322213149,
-                    "sp.ent": 0.892246147002648,
-                    "sfm": 0.450262415786983,
-                    "mode": 0.197344228804903,
-                    "centroid": 0.173249738364511,
-                    "meanfun": 0.150267973073503,
-                    "minfun": 0.0248833592534992,
-                    "maxfun": 0.235294117647059,
-                    "meandom": 0.143415178571429,
-                    "mindom": 0.0078125,
-                    "maxdom": 0.2265625,
-                    "dfrange": 0.21875,
-                    "modindx": 0.337912087912088,
-                    "label": "female"
-                }
-            },
-            {
-                "scenario_id": "400",
-                "features": {
-                    "meanfreq": 0.204827436045009,
-                    "sd": 0.0553883424227901,
-                    "median": 0.224764795144158,
-                    "Q25": 0.155933232169954,
-                    "Q75": 0.249408194233687,
-                    "IQR": 0.0934749620637329,
-                    "skew": 1.22196894830986,
-                    "kurt": 3.89962253790726,
-                    "sp.ent": 0.898852175776269,
-                    "sfm": 0.256005023812253,
-                    "mode": 0.276176024279211,
-                    "centroid": 0.204827436045009,
-                    "meanfun": 0.131664828101019,
-                    "minfun": 0.0473840078973346,
-                    "maxfun": 0.277456647398844,
-                    "meandom": 0.927819293478261,
-                    "mindom": 0.0234375,
-                    "maxdom": 6.7265625,
-                    "dfrange": 6.703125,
-                    "modindx": 0.0973904144635852,
-                    "label": "male"
-                }
-            },
-            {
-                "scenario_id": "402",
-                "features": {
-                    "meanfreq": 0.193500483678086,
-                    "sd": 0.0597556269225771,
-                    "median": 0.205846599131693,
-                    "Q25": 0.13493487698987,
-                    "Q75": 0.248798842257598,
-                    "IQR": 0.113863965267728,
-                    "skew": 1.90869581410251,
-                    "kurt": 6.73128684334862,
-                    "sp.ent": 0.884480807017091,
-                    "sfm": 0.294634598924826,
-                    "mode": 0.119536903039074,
-                    "centroid": 0.193500483678086,
-                    "meanfun": 0.135166577226121,
-                    "minfun": 0.0471512770137525,
-                    "maxfun": 0.27906976744186,
-                    "meandom": 1.29672475961538,
-                    "mindom": 0.0234375,
-                    "maxdom": 4.9921875,
-                    "dfrange": 4.96875,
-                    "modindx": 0.145937620331151,
-                    "label": "male"
-                }
-            },
-            {
-                "scenario_id": "408",
-                "features": {
-                    "meanfreq": 0.154152441675604,
-                    "sd": 0.0629032952518305,
-                    "median": 0.155919732441472,
-                    "Q25": 0.0978595317725753,
-                    "Q75": 0.199933110367893,
-                    "IQR": 0.102073578595318,
-                    "skew": 2.96736928682074,
-                    "kurt": 13.6833547502768,
-                    "sp.ent": 0.895739288817321,
-                    "sfm": 0.409560881015247,
-                    "mode": 0.091304347826087,
-                    "centroid": 0.154152441675604,
-                    "meanfun": 0.0959192687242554,
-                    "minfun": 0.0207900207900208,
-                    "maxfun": 0.138888888888889,
-                    "meandom": 0.422119140625,
-                    "mindom": 0.09765625,
-                    "maxdom": 1.0888671875,
-                    "dfrange": 0.9912109375,
-                    "modindx": 0.471091521908219,
-                    "label": "male"
-                }
-            },
-            {
-                "scenario_id": "409",
-                "features": {
-                    "meanfreq": 0.180642798096748,
-                    "sd": 0.05938458025932,
-                    "median": 0.185266666666667,
-                    "Q25": 0.131133333333333,
-                    "Q75": 0.227266666666667,
-                    "IQR": 0.0961333333333333,
-                    "skew": 1.00972365317086,
-                    "kurt": 3.84336427953214,
-                    "sp.ent": 0.938804917656309,
-                    "sfm": 0.507142440036596,
-                    "mode": 0.1834,
-                    "centroid": 0.180642798096748,
-                    "meanfun": 0.12378816354644,
-                    "minfun": 0.0471512770137525,
-                    "maxfun": 0.275862068965517,
-                    "meandom": 1.31850961538462,
-                    "mindom": 0.0234375,
-                    "maxdom": 8.015625,
-                    "dfrange": 7.9921875,
-                    "modindx": 0.17168754998667,
-                    "label": "male"
-                }
-            },
-            {
-                "scenario_id": "412",
-                "features": {
-                    "meanfreq": 0.187128280625787,
-                    "sd": 0.033284486549605,
-                    "median": 0.187549090909091,
-                    "Q25": 0.175738181818182,
-                    "Q75": 0.202210909090909,
-                    "IQR": 0.0264727272727273,
-                    "skew": 2.85990657274539,
-                    "kurt": 12.0158725535273,
-                    "sp.ent": 0.844026541466757,
-                    "sfm": 0.244790089427527,
-                    "mode": 0.175127272727273,
-                    "centroid": 0.187128280625787,
-                    "meanfun": 0.172721042736371,
-                    "minfun": 0.0158572844400396,
-                    "maxfun": 0.258064516129032,
-                    "meandom": 0.476779513888889,
-                    "mindom": 0.0703125,
-                    "maxdom": 6.796875,
-                    "dfrange": 6.7265625,
-                    "modindx": 0.0893645262983242,
-                    "label": "female"
-                }
-            },
-            {
-                "scenario_id": "414",
-                "features": {
-                    "meanfreq": 0.181644607226454,
-                    "sd": 0.0581409353743678,
-                    "median": 0.19184339314845,
-                    "Q25": 0.128809135399674,
-                    "Q75": 0.214225122349103,
-                    "IQR": 0.085415986949429,
-                    "skew": 1.91794559391081,
-                    "kurt": 7.23111196972786,
-                    "sp.ent": 0.896123481930591,
-                    "sfm": 0.322414948861071,
-                    "mode": 0.196867862969005,
-                    "centroid": 0.181644607226454,
-                    "meanfun": 0.110725491526768,
-                    "minfun": 0.047244094488189,
-                    "maxfun": 0.274285714285714,
-                    "meandom": 0.499273255813953,
-                    "mindom": 0.0234375,
-                    "maxdom": 4.6875,
-                    "dfrange": 4.6640625,
-                    "modindx": 0.0570802731606752,
-                    "label": "male"
-                }
-            },
-            {
-                "scenario_id": "415",
-                "features": {
-                    "meanfreq": 0.177098437765786,
-                    "sd": 0.033985035508623,
-                    "median": 0.172069510268562,
-                    "Q25": 0.160126382306477,
-                    "Q75": 0.186666666666667,
-                    "IQR": 0.0265402843601896,
-                    "skew": 2.98837221424458,
-                    "kurt": 12.4115692970634,
-                    "sp.ent": 0.831198470475932,
-                    "sfm": 0.246362911519791,
-                    "mode": 0.167203791469194,
-                    "centroid": 0.177098437765786,
-                    "meanfun": 0.147276514052803,
-                    "minfun": 0.0470588235294118,
-                    "maxfun": 0.260869565217391,
-                    "meandom": 1.30595930232558,
-                    "mindom": 0.0234375,
-                    "maxdom": 7.3828125,
-                    "dfrange": 7.359375,
-                    "modindx": 0.0734117262779683,
-                    "label": "female"
-                }
-            },
-            {
-                "scenario_id": "417",
-                "features": {
-                    "meanfreq": 0.195680245872179,
-                    "sd": 0.0595886558913713,
-                    "median": 0.221933842239186,
-                    "Q25": 0.130025445292621,
-                    "Q75": 0.248295165394402,
-                    "IQR": 0.118269720101781,
-                    "skew": 2.47742609845841,
-                    "kurt": 9.3613522216867,
-                    "sp.ent": 0.88076300701501,
-                    "sfm": 0.314705322502852,
-                    "mode": 0.240814249363868,
-                    "centroid": 0.195680245872179,
-                    "meanfun": 0.125406012986971,
-                    "minfun": 0.0542986425339367,
-                    "maxfun": 0.277456647398844,
-                    "meandom": 1.09114583333333,
-                    "mindom": 0.0234375,
-                    "maxdom": 5.390625,
-                    "dfrange": 5.3671875,
-                    "modindx": 0.148198689956332,
-                    "label": "male"
-                }
-            },
-            {
-                "scenario_id": "422",
-                "features": {
-                    "meanfreq": 0.18182118987839,
-                    "sd": 0.0359603155999065,
-                    "median": 0.181108829568788,
-                    "Q25": 0.169034907597536,
-                    "Q75": 0.197207392197125,
-                    "IQR": 0.0281724845995893,
-                    "skew": 2.91904544911976,
-                    "kurt": 11.9525439517705,
-                    "sp.ent": 0.850449236426307,
-                    "sfm": 0.296135955162291,
-                    "mode": 0.180533880903491,
-                    "centroid": 0.18182118987839,
-                    "meanfun": 0.169876029442068,
-                    "minfun": 0.0237741456166419,
-                    "maxfun": 0.231884057971014,
-                    "meandom": 0.6678125,
-                    "mindom": 0.1640625,
-                    "maxdom": 6.3046875,
-                    "dfrange": 6.140625,
-                    "modindx": 0.164493214588634,
-                    "label": "female"
-                }
-            },
-            {
-                "scenario_id": "424",
-                "features": {
-                    "meanfreq": 0.201463745761445,
-                    "sd": 0.0474550116706259,
-                    "median": 0.203636363636364,
-                    "Q25": 0.16169014084507,
-                    "Q75": 0.24235595390525,
-                    "IQR": 0.0806658130601793,
-                    "skew": 1.02514051691994,
-                    "kurt": 3.2734897841635,
-                    "sp.ent": 0.906193940248696,
-                    "sfm": 0.280811436890255,
-                    "mode": 0.261357234314981,
-                    "centroid": 0.201463745761445,
-                    "meanfun": 0.166031014834832,
-                    "minfun": 0.0562060889929742,
-                    "maxfun": 0.277456647398844,
-                    "meandom": 1.40953125,
-                    "mindom": 0.0234375,
-                    "maxdom": 8.765625,
-                    "dfrange": 8.7421875,
-                    "modindx": 0.122047746712626,
-                    "label": "female"
-                }
-            },
-            {
-                "scenario_id": "426",
-                "features": {
-                    "meanfreq": 0.204842376284137,
-                    "sd": 0.0588054323923136,
-                    "median": 0.220698689956332,
-                    "Q25": 0.154978165938865,
-                    "Q75": 0.257685589519651,
-                    "IQR": 0.102707423580786,
-                    "skew": 1.64124874491459,
-                    "kurt": 6.26502118047125,
-                    "sp.ent": 0.922660742134275,
-                    "sfm": 0.38089626802,
-                    "mode": 0.268689956331878,
-                    "centroid": 0.204842376284137,
-                    "meanfun": 0.104782843463572,
-                    "minfun": 0.0471050049067713,
-                    "maxfun": 0.274285714285714,
-                    "meandom": 1.71976902173913,
-                    "mindom": 0.140625,
-                    "maxdom": 9.5390625,
-                    "dfrange": 9.3984375,
-                    "modindx": 0.0736829800498753,
-                    "label": "male"
-                }
-            },
-            {
-                "scenario_id": "429",
-                "features": {
-                    "meanfreq": 0.213389878635824,
-                    "sd": 0.0368773236054284,
-                    "median": 0.216080178173719,
-                    "Q25": 0.193006681514477,
-                    "Q75": 0.241024498886414,
-                    "IQR": 0.0480178173719376,
-                    "skew": 2.43993258375072,
-                    "kurt": 9.38507599355439,
-                    "sp.ent": 0.855922395173301,
-                    "sfm": 0.230094056116342,
-                    "mode": 0.241024498886414,
-                    "centroid": 0.213389878635824,
-                    "meanfun": 0.178625912147874,
-                    "minfun": 0.05,
-                    "maxfun": 0.27906976744186,
-                    "meandom": 1.38936121323529,
-                    "mindom": 0.0234375,
-                    "maxdom": 8.8828125,
-                    "dfrange": 8.859375,
-                    "modindx": 0.103515958354668,
-                    "label": "female"
-                }
-            },
-            {
-                "scenario_id": "433",
-                "features": {
-                    "meanfreq": 0.177583116656651,
-                    "sd": 0.0388309296208687,
-                    "median": 0.177975708502024,
-                    "Q25": 0.151902834008097,
-                    "Q75": 0.195546558704453,
-                    "IQR": 0.0436437246963563,
-                    "skew": 1.98710170237823,
-                    "kurt": 7.00265676856985,
-                    "sp.ent": 0.856226555029896,
-                    "sfm": 0.284067448174325,
-                    "mode": 0.150769230769231,
-                    "centroid": 0.177583116656651,
-                    "meanfun": 0.146794808521027,
-                    "minfun": 0.048,
-                    "maxfun": 0.275862068965517,
-                    "meandom": 0.977008928571429,
-                    "mindom": 0.0234375,
-                    "maxdom": 6.4921875,
-                    "dfrange": 6.46875,
-                    "modindx": 0.0845410628019324,
-                    "label": "female"
-                }
-            },
-            {
-                "scenario_id": "436",
-                "features": {
-                    "meanfreq": 0.186084811352226,
-                    "sd": 0.0629967816743497,
-                    "median": 0.20078431372549,
-                    "Q25": 0.128627450980392,
-                    "Q75": 0.243921568627451,
-                    "IQR": 0.115294117647059,
-                    "skew": 1.52414515738014,
-                    "kurt": 6.08822239286814,
-                    "sp.ent": 0.933652311670545,
-                    "sfm": 0.535862842551844,
-                    "mode": 0.252156862745098,
-                    "centroid": 0.186084811352226,
-                    "meanfun": 0.101130272061307,
-                    "minfun": 0.0237037037037037,
-                    "maxfun": 0.181818181818182,
-                    "meandom": 0.564555921052632,
-                    "mindom": 0.140625,
-                    "maxdom": 3.3359375,
-                    "dfrange": 3.1953125,
-                    "modindx": 0.155392556370551,
-                    "label": "male"
-                }
-            },
-            {
-                "scenario_id": "437",
-                "features": {
-                    "meanfreq": 0.173756783156937,
-                    "sd": 0.0650387286628494,
-                    "median": 0.166648793565684,
-                    "Q25": 0.117104557640751,
-                    "Q75": 0.241215370866845,
-                    "IQR": 0.124110813226095,
-                    "skew": 2.15601834731694,
-                    "kurt": 7.98053123313951,
-                    "sp.ent": 0.909802802861707,
-                    "sfm": 0.418645037796396,
-                    "mode": 0.126613047363718,
-                    "centroid": 0.173756783156937,
-                    "meanfun": 0.11046081924767,
-                    "minfun": 0.0184331797235023,
-                    "maxfun": 0.262295081967213,
-                    "meandom": 1.060546875,
-                    "mindom": 0.0078125,
-                    "maxdom": 5.796875,
-                    "dfrange": 5.7890625,
-                    "modindx": 0.173502317667077,
-                    "label": "male"
-                }
-            },
-            {
-                "scenario_id": "439",
-                "features": {
-                    "meanfreq": 0.195283828559412,
-                    "sd": 0.0376628583746445,
-                    "median": 0.195728155339806,
-                    "Q25": 0.172961165048544,
-                    "Q75": 0.218834951456311,
-                    "IQR": 0.045873786407767,
-                    "skew": 1.73032228066109,
-                    "kurt": 5.23017708887529,
-                    "sp.ent": 0.883877963350362,
-                    "sfm": 0.275524441761982,
-                    "mode": 0.173980582524272,
-                    "centroid": 0.195283828559412,
-                    "meanfun": 0.156238230228769,
-                    "minfun": 0.0471050049067713,
-                    "maxfun": 0.27906976744186,
-                    "meandom": 1.265625,
-                    "mindom": 0.140625,
-                    "maxdom": 7.4296875,
-                    "dfrange": 7.2890625,
-                    "modindx": 0.0940937552885429,
-                    "label": "female"
-                }
-            },
-            {
-                "scenario_id": "442",
-                "features": {
-                    "meanfreq": 0.235652843841568,
-                    "sd": 0.03705686928653,
-                    "median": 0.248134328358209,
-                    "Q25": 0.21365671641791,
-                    "Q75": 0.261194029850746,
-                    "IQR": 0.0475373134328358,
-                    "skew": 2.07048212756927,
-                    "kurt": 6.76548867849319,
-                    "sp.ent": 0.832944700381341,
-                    "sfm": 0.169130422124948,
-                    "mode": 0.259626865671642,
-                    "centroid": 0.235652843841568,
-                    "meanfun": 0.183226741246844,
-                    "minfun": 0.0478564307078764,
-                    "maxfun": 0.27906976744186,
-                    "meandom": 0.821484375,
-                    "mindom": 0.2109375,
-                    "maxdom": 5.8828125,
-                    "dfrange": 5.671875,
-                    "modindx": 0.107102970739334,
-                    "label": "female"
-                }
-            },
-            {
-                "scenario_id": "443",
-                "features": {
-                    "meanfreq": 0.23151530050762,
-                    "sd": 0.0375798357907901,
-                    "median": 0.23211093990755,
-                    "Q25": 0.213990755007704,
-                    "Q75": 0.259722650231125,
-                    "IQR": 0.0457318952234207,
-                    "skew": 1.64018891467083,
-                    "kurt": 4.65462462841751,
-                    "sp.ent": 0.844427117498525,
-                    "sfm": 0.204914221436099,
-                    "mode": 0.226070878274268,
-                    "centroid": 0.23151530050762,
-                    "meanfun": 0.17488738790343,
-                    "minfun": 0.0484359233097881,
-                    "maxfun": 0.274285714285714,
-                    "meandom": 1.1484375,
-                    "mindom": 0.0234375,
-                    "maxdom": 9.375,
-                    "dfrange": 9.3515625,
-                    "modindx": 0.0621290067273447,
-                    "label": "female"
-                }
-            },
-            {
-                "scenario_id": "444",
-                "features": {
-                    "meanfreq": 0.174940014355275,
-                    "sd": 0.0615813305342191,
-                    "median": 0.197176196032672,
-                    "Q25": 0.115495915985998,
-                    "Q75": 0.221190198366394,
-                    "IQR": 0.105694282380397,
-                    "skew": 1.72998101591411,
-                    "kurt": 6.58161907581551,
-                    "sp.ent": 0.927651012462254,
-                    "sfm": 0.462425310393721,
-                    "mode": 0.215145857642941,
-                    "centroid": 0.174940014355275,
-                    "meanfun": 0.111500811226238,
-                    "minfun": 0.0185185185185185,
-                    "maxfun": 0.275862068965517,
-                    "meandom": 0.387939453125,
-                    "mindom": 0.0078125,
-                    "maxdom": 0.9140625,
-                    "dfrange": 0.90625,
-                    "modindx": 0.216666666666667,
-                    "label": "male"
-                }
-            },
-            {
-                "scenario_id": "445",
-                "features": {
-                    "meanfreq": 0.17389844135073,
-                    "sd": 0.0620690029267161,
-                    "median": 0.168807339449541,
-                    "Q25": 0.141284403669725,
-                    "Q75": 0.22348623853211,
-                    "IQR": 0.0822018348623853,
-                    "skew": 2.07844779157413,
-                    "kurt": 8.68842097833051,
-                    "sp.ent": 0.94233407997546,
-                    "sfm": 0.595389449306231,
-                    "mode": 0.0590825688073395,
-                    "centroid": 0.17389844135073,
-                    "meanfun": 0.139501725024873,
-                    "minfun": 0.0260416666666667,
-                    "maxfun": 0.204081632653061,
-                    "meandom": 0.791259765625,
-                    "mindom": 0.1611328125,
-                    "maxdom": 1.396484375,
-                    "dfrange": 1.2353515625,
-                    "modindx": 0.508057160231073,
-                    "label": "female"
-                }
-            },
-            {
-                "scenario_id": "450",
-                "features": {
-                    "meanfreq": 0.157168626676033,
-                    "sd": 0.0783940720558828,
-                    "median": 0.18461215932914,
-                    "Q25": 0.0851153039832285,
-                    "Q75": 0.225995807127883,
-                    "IQR": 0.140880503144654,
-                    "skew": 2.3221405374176,
-                    "kurt": 13.3260019438479,
-                    "sp.ent": 0.96183466227033,
-                    "sfm": 0.752103833605266,
-                    "mode": 0.050188679245283,
-                    "centroid": 0.157168626676033,
-                    "meanfun": 0.141424457662089,
-                    "minfun": 0.016597510373444,
-                    "maxfun": 0.262295081967213,
-                    "meandom": 0.31640625,
-                    "mindom": 0.0546875,
-                    "maxdom": 3.828125,
-                    "dfrange": 3.7734375,
-                    "modindx": 0.126211180124224,
-                    "label": "female"
-                }
-            },
-            {
-                "scenario_id": "452",
-                "features": {
-                    "meanfreq": 0.163350793625476,
-                    "sd": 0.0602943146462463,
-                    "median": 0.140953560371517,
-                    "Q25": 0.117201238390093,
-                    "Q75": 0.221572755417957,
-                    "IQR": 0.104371517027864,
-                    "skew": 2.38811607173326,
-                    "kurt": 11.8427470269924,
-                    "sp.ent": 0.929557130725781,
-                    "sfm": 0.479482889349402,
-                    "mode": 0.117374613003096,
-                    "centroid": 0.163350793625476,
-                    "meanfun": 0.108730392617778,
-                    "minfun": 0.0178571428571429,
-                    "maxfun": 0.24390243902439,
-                    "meandom": 0.916748046875,
-                    "mindom": 0.0927734375,
-                    "maxdom": 3.974609375,
-                    "dfrange": 3.8818359375,
-                    "modindx": 0.342138364779874,
-                    "label": "male"
-                }
-            },
-            {
-                "scenario_id": "456",
-                "features": {
-                    "meanfreq": 0.203082755698515,
-                    "sd": 0.0588759845146248,
-                    "median": 0.232857142857143,
-                    "Q25": 0.134285714285714,
-                    "Q75": 0.247142857142857,
-                    "IQR": 0.112857142857143,
-                    "skew": 2.8589210792188,
-                    "kurt": 12.3442140412066,
-                    "sp.ent": 0.852593940969863,
-                    "sfm": 0.320576573152014,
-                    "mode": 0.246428571428571,
-                    "centroid": 0.203082755698515,
-                    "meanfun": 0.108870603930235,
-                    "minfun": 0.0234260614934114,
-                    "maxfun": 0.155339805825243,
-                    "meandom": 0.4375,
-                    "mindom": 0.21875,
-                    "maxdom": 0.734375,
-                    "dfrange": 0.515625,
-                    "modindx": 0.296296296296296,
-                    "label": "male"
-                }
-            },
-            {
-                "scenario_id": "457",
-                "features": {
-                    "meanfreq": 0.178260715410547,
-                    "sd": 0.0622825109895965,
-                    "median": 0.179499165275459,
-                    "Q25": 0.138831385642738,
-                    "Q75": 0.233255425709516,
-                    "IQR": 0.094424040066778,
-                    "skew": 1.46498327821699,
-                    "kurt": 5.49803705834985,
-                    "sp.ent": 0.925515331642895,
-                    "sfm": 0.46019767029859,
-                    "mode": 0.179966611018364,
-                    "centroid": 0.178260715410547,
-                    "meanfun": 0.128866195486242,
-                    "minfun": 0.0505795574288725,
-                    "maxfun": 0.277456647398844,
-                    "meandom": 1.63529829545455,
-                    "mindom": 0.0234375,
-                    "maxdom": 21.84375,
-                    "dfrange": 21.8203125,
-                    "modindx": 0.0538433997080614,
-                    "label": "male"
-                }
-            },
-            {
-                "scenario_id": "460",
-                "features": {
-                    "meanfreq": 0.172461064844234,
-                    "sd": 0.0592577586995892,
-                    "median": 0.174509018036072,
-                    "Q25": 0.146826987307949,
-                    "Q75": 0.207989311957248,
-                    "IQR": 0.0611623246492986,
-                    "skew": 1.67216994366137,
-                    "kurt": 5.77075823114628,
-                    "sp.ent": 0.942704184514582,
-                    "sfm": 0.607260407114446,
-                    "mode": 0.163660654642619,
-                    "centroid": 0.172461064844234,
-                    "meanfun": 0.144967915718185,
-                    "minfun": 0.0288184438040346,
-                    "maxfun": 0.25,
-                    "meandom": 1.37276785714286,
-                    "mindom": 0.185546875,
-                    "maxdom": 3.69140625,
-                    "dfrange": 3.505859375,
-                    "modindx": 0.303342618384401,
-                    "label": "female"
-                }
-            },
-            {
-                "scenario_id": "461",
-                "features": {
-                    "meanfreq": 0.196224114675739,
-                    "sd": 0.0594083968790336,
-                    "median": 0.210384615384615,
-                    "Q25": 0.147307692307692,
-                    "Q75": 0.249615384615385,
-                    "IQR": 0.102307692307692,
-                    "skew": 1.03422575082276,
-                    "kurt": 3.43881286042299,
-                    "sp.ent": 0.925481271498716,
-                    "sfm": 0.432530670580557,
-                    "mode": 0.257307692307692,
-                    "centroid": 0.196224114675739,
-                    "meanfun": 0.12655282586878,
-                    "minfun": 0.0477611940298507,
-                    "maxfun": 0.274285714285714,
-                    "meandom": 1.31375558035714,
-                    "mindom": 0.0234375,
-                    "maxdom": 5.8125,
-                    "dfrange": 5.7890625,
-                    "modindx": 0.116007474307069,
-                    "label": "male"
-                }
-            },
-            {
-                "scenario_id": "464",
-                "features": {
-                    "meanfreq": 0.196254708074533,
-                    "sd": 0.0627645756067604,
-                    "median": 0.206083213773314,
-                    "Q25": 0.136585365853659,
-                    "Q75": 0.256298421807747,
-                    "IQR": 0.119713055954089,
-                    "skew": 1.8763768031144,
-                    "kurt": 5.79721735065035,
-                    "sp.ent": 0.866952740828299,
-                    "sfm": 0.273607014123361,
-                    "mode": 0.122926829268293,
-                    "centroid": 0.196254708074533,
-                    "meanfun": 0.123262124650891,
-                    "minfun": 0.0470588235294118,
-                    "maxfun": 0.252631578947368,
-                    "meandom": 1.11040683962264,
-                    "mindom": 0.0234375,
-                    "maxdom": 7.2890625,
-                    "dfrange": 7.265625,
-                    "modindx": 0.0682479443390259,
-                    "label": "male"
-                }
-            },
-            {
-                "scenario_id": "465",
-                "features": {
-                    "meanfreq": 0.154345078061347,
-                    "sd": 0.0618584702847096,
-                    "median": 0.158242740134028,
-                    "Q25": 0.100908413998511,
-                    "Q75": 0.20536113179449,
-                    "IQR": 0.104452717795979,
-                    "skew": 2.79150944095914,
-                    "kurt": 13.0584919862405,
-                    "sp.ent": 0.920559291931138,
-                    "sfm": 0.524902077496189,
-                    "mode": 0.103827252419955,
-                    "centroid": 0.154345078061347,
-                    "meanfun": 0.100617265082115,
-                    "minfun": 0.0497512437810945,
-                    "maxfun": 0.277777777777778,
-                    "meandom": 0.735762746710526,
-                    "mindom": 0.107421875,
-                    "maxdom": 3.5693359375,
-                    "dfrange": 3.4619140625,
-                    "modindx": 0.269393511988717,
-                    "label": "male"
-                }
-            },
-            {
-                "scenario_id": "466",
-                "features": {
-                    "meanfreq": 0.187154300510525,
-                    "sd": 0.0530479614097541,
-                    "median": 0.201888412017167,
-                    "Q25": 0.167038626609442,
-                    "Q75": 0.223118741058655,
-                    "IQR": 0.0560801144492132,
-                    "skew": 2.9745543913069,
-                    "kurt": 14.106474091727,
-                    "sp.ent": 0.873341429788191,
-                    "sfm": 0.386045102730504,
-                    "mode": 0.225121602288984,
-                    "centroid": 0.187154300510525,
-                    "meanfun": 0.159235359586093,
-                    "minfun": 0.0161290322580645,
-                    "maxfun": 0.238805970149254,
-                    "meandom": 0.637408088235294,
-                    "mindom": 0.0078125,
-                    "maxdom": 4.9296875,
-                    "dfrange": 4.921875,
-                    "modindx": 0.161904761904762,
-                    "label": "female"
-                }
-            },
-            {
-                "scenario_id": "468",
-                "features": {
-                    "meanfreq": 0.182404793645735,
-                    "sd": 0.0379229035555965,
-                    "median": 0.185255198487713,
-                    "Q25": 0.17069943289225,
-                    "Q75": 0.199281663516068,
-                    "IQR": 0.0285822306238185,
-                    "skew": 2.84224933489095,
-                    "kurt": 11.5324509168734,
-                    "sp.ent": 0.84597505878559,
-                    "sfm": 0.284597228678245,
-                    "mode": 0.190018903591682,
-                    "centroid": 0.182404793645735,
-                    "meanfun": 0.163672026442232,
-                    "minfun": 0.0172228202368138,
-                    "maxfun": 0.219178082191781,
-                    "meandom": 0.393229166666667,
-                    "mindom": 0.1640625,
-                    "maxdom": 5.390625,
-                    "dfrange": 5.2265625,
-                    "modindx": 0.0824422214556744,
-                    "label": "female"
-                }
-            },
-            {
-                "scenario_id": "474",
-                "features": {
-                    "meanfreq": 0.193274272653022,
-                    "sd": 0.045981453712077,
-                    "median": 0.1938125,
-                    "Q25": 0.174125,
-                    "Q75": 0.224,
-                    "IQR": 0.049875,
-                    "skew": 2.42606136282326,
-                    "kurt": 9.96664051514287,
-                    "sp.ent": 0.885396732926654,
-                    "sfm": 0.367164693258995,
-                    "mode": 0.1925,
-                    "centroid": 0.193274272653022,
-                    "meanfun": 0.164968092908773,
-                    "minfun": 0.0477611940298507,
-                    "maxfun": 0.266666666666667,
-                    "meandom": 0.80859375,
-                    "mindom": 0.0234375,
-                    "maxdom": 4.078125,
-                    "dfrange": 4.0546875,
-                    "modindx": 0.126264450867052,
-                    "label": "female"
-                }
-            },
-            {
-                "scenario_id": "476",
-                "features": {
-                    "meanfreq": 0.159796974566256,
-                    "sd": 0.0687317845093448,
-                    "median": 0.164830805134189,
-                    "Q25": 0.125624270711785,
-                    "Q75": 0.205997666277713,
-                    "IQR": 0.0803733955659277,
-                    "skew": 5.12392634982137,
-                    "kurt": 75.5690128436842,
-                    "sp.ent": 0.951338310211158,
-                    "sfm": 0.654369650189301,
-                    "mode": 0.0,
-                    "centroid": 0.159796974566256,
-                    "meanfun": 0.145143161062575,
-                    "minfun": 0.0156402737047898,
-                    "maxfun": 0.271186440677966,
-                    "meandom": 0.0719150641025641,
-                    "mindom": 0.0078125,
-                    "maxdom": 0.3671875,
-                    "dfrange": 0.359375,
-                    "modindx": 0.175191815856777,
-                    "label": "female"
-                }
-            },
-            {
-                "scenario_id": "477",
-                "features": {
-                    "meanfreq": 0.18422500621057,
-                    "sd": 0.0523125529620386,
-                    "median": 0.198369905956113,
-                    "Q25": 0.138244514106583,
-                    "Q75": 0.224702194357367,
-                    "IQR": 0.0864576802507837,
-                    "skew": 1.23013765465955,
-                    "kurt": 3.66470626829847,
-                    "sp.ent": 0.911842318667002,
-                    "sfm": 0.352112334795857,
-                    "mode": 0.224702194357367,
-                    "centroid": 0.18422500621057,
-                    "meanfun": 0.139464856553876,
-                    "minfun": 0.0470588235294118,
-                    "maxfun": 0.27906976744186,
-                    "meandom": 1.01339285714286,
-                    "mindom": 0.0234375,
-                    "maxdom": 4.3125,
-                    "dfrange": 4.2890625,
-                    "modindx": 0.112391079604194,
-                    "label": "male"
-                }
-            },
-            {
-                "scenario_id": "478",
-                "features": {
-                    "meanfreq": 0.187027199967647,
-                    "sd": 0.0331047606660663,
-                    "median": 0.186575342465753,
-                    "Q25": 0.172876712328767,
-                    "Q75": 0.206301369863014,
-                    "IQR": 0.0334246575342466,
-                    "skew": 2.4786940119249,
-                    "kurt": 9.64988794949286,
-                    "sp.ent": 0.842025558285096,
-                    "sfm": 0.237815439558783,
-                    "mode": 0.185479452054795,
-                    "centroid": 0.187027199967647,
-                    "meanfun": 0.176057360817111,
-                    "minfun": 0.0171122994652406,
-                    "maxfun": 0.275862068965517,
-                    "meandom": 0.905348557692308,
-                    "mindom": 0.15625,
-                    "maxdom": 6.6953125,
-                    "dfrange": 6.5390625,
-                    "modindx": 0.227861409796894,
-                    "label": "female"
-                }
-            },
-            {
-                "scenario_id": "481",
-                "features": {
-                    "meanfreq": 0.166416082023536,
-                    "sd": 0.0790230223280867,
-                    "median": 0.193682432432432,
-                    "Q25": 0.113040540540541,
-                    "Q75": 0.232466216216216,
-                    "IQR": 0.119425675675676,
-                    "skew": 2.18380539322143,
-                    "kurt": 8.30671031098939,
-                    "sp.ent": 0.945723378296019,
-                    "sfm": 0.659247721452389,
-                    "mode": 0.231993243243243,
-                    "centroid": 0.166416082023536,
-                    "meanfun": 0.10986480345081,
-                    "minfun": 0.016359918200409,
-                    "maxfun": 0.225352112676056,
-                    "meandom": 1.24952651515152,
-                    "mindom": 0.046875,
-                    "maxdom": 6.6015625,
-                    "dfrange": 6.5546875,
-                    "modindx": 0.207017282479142,
-                    "label": "male"
-                }
-            },
-            {
-                "scenario_id": "482",
-                "features": {
-                    "meanfreq": 0.159183718912137,
-                    "sd": 0.0572329864958368,
-                    "median": 0.170284301606922,
-                    "Q25": 0.152632880098888,
-                    "Q75": 0.181186650185414,
-                    "IQR": 0.0285537700865266,
-                    "skew": 7.02159051870529,
-                    "kurt": 63.5412563505525,
-                    "sp.ent": 0.878212815461971,
-                    "sfm": 0.482172490914318,
-                    "mode": 0.170803461063041,
-                    "centroid": 0.159183718912137,
-                    "meanfun": 0.150485216756231,
-                    "minfun": 0.0107066381156317,
-                    "maxfun": 0.212765957446809,
-                    "meandom": 0.176478794642857,
-                    "mindom": 0.0341796875,
-                    "maxdom": 0.4248046875,
-                    "dfrange": 0.390625,
-                    "modindx": 0.0925925925925926,
-                    "label": "female"
-                }
-            },
-            {
-                "scenario_id": "487",
-                "features": {
-                    "meanfreq": 0.225697980218037,
-                    "sd": 0.0352511166382086,
-                    "median": 0.228681672025723,
-                    "Q25": 0.217427652733119,
-                    "Q75": 0.239935691318328,
-                    "IQR": 0.022508038585209,
-                    "skew": 3.57296065106717,
-                    "kurt": 18.5648858344466,
-                    "sp.ent": 0.797863322631726,
-                    "sfm": 0.190038627284151,
-                    "mode": 0.228231511254019,
-                    "centroid": 0.225697980218037,
-                    "meanfun": 0.185090375877033,
-                    "minfun": 0.0525739320920044,
-                    "maxfun": 0.275862068965517,
-                    "meandom": 1.59583333333333,
-                    "mindom": 0.0234375,
-                    "maxdom": 7.78125,
-                    "dfrange": 7.7578125,
-                    "modindx": 0.159257660768235,
-                    "label": "female"
-                }
-            },
-            {
-                "scenario_id": "489",
-                "features": {
-                    "meanfreq": 0.159621373688141,
-                    "sd": 0.0629861883846445,
-                    "median": 0.167067342505431,
-                    "Q25": 0.100970311368573,
-                    "Q75": 0.207617668356264,
-                    "IQR": 0.10664735698769,
-                    "skew": 2.38001210027897,
-                    "kurt": 9.27499310804347,
-                    "sp.ent": 0.926852728278269,
-                    "sfm": 0.517627863543689,
-                    "mode": 0.102795076031861,
-                    "centroid": 0.159621373688141,
-                    "meanfun": 0.0937884131311651,
-                    "minfun": 0.0326797385620915,
-                    "maxfun": 0.24390243902439,
-                    "meandom": 0.585472470238095,
-                    "mindom": 0.0048828125,
-                    "maxdom": 3.9599609375,
-                    "dfrange": 3.955078125,
-                    "modindx": 0.179520697167756,
-                    "label": "male"
-                }
-            },
-            {
-                "scenario_id": "491",
-                "features": {
-                    "meanfreq": 0.226640031468138,
-                    "sd": 0.0460178461663555,
-                    "median": 0.238636363636364,
-                    "Q25": 0.215909090909091,
-                    "Q75": 0.255,
-                    "IQR": 0.0390909090909091,
-                    "skew": 2.06602121993385,
-                    "kurt": 6.97063174490876,
-                    "sp.ent": 0.861786668416001,
-                    "sfm": 0.290297746546425,
-                    "mode": 0.244090909090909,
-                    "centroid": 0.226640031468138,
-                    "meanfun": 0.174325979862261,
-                    "minfun": 0.0472906403940887,
-                    "maxfun": 0.27906976744186,
-                    "meandom": 1.98876953125,
-                    "mindom": 0.0234375,
-                    "maxdom": 11.953125,
-                    "dfrange": 11.9296875,
-                    "modindx": 0.0829612430791213,
-                    "label": "female"
-                }
-            },
-            {
-                "scenario_id": "494",
-                "features": {
-                    "meanfreq": 0.226824492056753,
-                    "sd": 0.037871423524942,
-                    "median": 0.2288,
-                    "Q25": 0.203733333333333,
-                    "Q75": 0.256,
-                    "IQR": 0.0522666666666667,
-                    "skew": 1.99286790007473,
-                    "kurt": 7.16401808279495,
-                    "sp.ent": 0.834910896284344,
-                    "sfm": 0.193386119077358,
-                    "mode": 0.202133333333333,
-                    "centroid": 0.226824492056753,
-                    "meanfun": 0.175569820549959,
-                    "minfun": 0.0494335736354274,
-                    "maxfun": 0.27906976744186,
-                    "meandom": 1.00426136363636,
-                    "mindom": 0.2109375,
-                    "maxdom": 9.796875,
-                    "dfrange": 9.5859375,
-                    "modindx": 0.117780962819324,
-                    "label": "female"
-                }
-            },
-            {
-                "scenario_id": "495",
-                "features": {
-                    "meanfreq": 0.0793688663890515,
-                    "sd": 0.0886501474832626,
-                    "median": 0.0409756097560976,
-                    "Q25": 0.0021194280908326,
-                    "Q75": 0.143650126156434,
-                    "IQR": 0.141530698065601,
-                    "skew": 9.01321744119977,
-                    "kurt": 92.7666954810967,
-                    "sp.ent": 0.834213209754237,
-                    "sfm": 0.450204576311427,
-                    "mode": 0.001412952060555,
-                    "centroid": 0.0793688663890515,
-                    "meanfun": 0.0957334132408436,
-                    "minfun": 0.0161943319838057,
-                    "maxfun": 0.25,
-                    "meandom": 0.232717803030303,
-                    "mindom": 0.0078125,
-                    "maxdom": 6.3203125,
-                    "dfrange": 6.3125,
-                    "modindx": 0.0655553836633663,
-                    "label": "male"
-                }
-            }
-        ],
-        "target_column": "label",
-        "task_sub_type": "classification",
-        "ranking_ground_truth": {
-            "top_k_ids": [
-                "354"
-            ]
-        },
-        "active_filters": [
-            {
-                "col": "meanfun",
-                "op": "<",
-                "val": 0.1
-            }
-        ],
-        "target_class_value": "female"
-    },
-    "response": "",
-    "evaluation_score": {}
-}
\ No newline at end of file
+    "active_filters": [
+      {
+        "col": "meanfun",
+        "op": "<",
+        "val": 0.1
+      }
+    ],
+    "target_class_value": "female"
+  },
+  "response": "",
+  "evaluation_score": {}
+}
diff --git a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_001/Hotel_booking_demand_B4_001_current.json b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_001/Hotel_booking_demand_B4_001_current.json
index cc58c5bc67d6dafce693d9f59ea1cd5d3bf831f6..763d56608dd40a139fa6c927de48cb64e7dc708e 100644
--- a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_001/Hotel_booking_demand_B4_001_current.json
+++ b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_001/Hotel_booking_demand_B4_001_current.json
@@ -1,7147 +1,6763 @@
 {
-    "id": "001",
-    "task_type": "B4",
-    "subtask_type": "list",
-    "perspective": "data_holder",
-    "dataset_name": "Hotel booking demand",
-    "table_path": "output/daily/classification/Hotel booking demand_B4/Hotel booking demand_B4_001/test.csv",
-    "query": "We're preparing for next month's arrivals and need to identify which guests from our new bookings are most likely to not cancel their stay. I've sent over our complete booking history, which shows patterns of who actually checked in versus who canceled. Can you flag all the new reservations that are highly likely to result in a Check-Out?",
-    "meta_info": {
-        "domain": "daily"
+  "id": "001",
+  "task_type": "B4",
+  "subtask_type": "list",
+  "perspective": "data_holder",
+  "dataset_name": "Hotel booking demand",
+  "table_path": "output/daily/classification/Hotel booking demand_B4/Hotel booking demand_B4_001/test.csv",
+  "query": "We're preparing for next month's arrivals and need to identify which guests from our new bookings are most likely to not cancel their stay. I've sent over our complete booking history, which shows patterns of who actually checked in versus who canceled. Can you flag all the new reservations that are highly likely to result in a Check-Out?",
+  "meta_info": {
+    "domain": "daily"
+  },
+  "final_decision": {},
+  "what_if": {},
+  "ground_truth": {
+    "extracted_features": [
+      {
+        "scenario_id": "006",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 175,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 33,
+          "arrival_date_day_of_month": 14,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "ITA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 2,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 200.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "009",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 352,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 21,
+          "arrival_date_day_of_month": 24,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "GBR",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 99.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "012",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 16,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "December",
+          "arrival_date_week_number": 53,
+          "arrival_date_day_of_month": 28,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 4,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 3.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 76.67,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "014",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 319,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 23,
+          "arrival_date_day_of_month": 5,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 1.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 241.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 68.08,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "015",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 156,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 17,
+          "arrival_date_day_of_month": 26,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 37.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 100.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "016",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 72,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 25,
+          "arrival_date_day_of_month": 13,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 116.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "019",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 11,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 15,
+          "arrival_date_day_of_month": 14,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "USA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 138.33,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "020",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 157,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "January",
+          "arrival_date_week_number": 5,
+          "arrival_date_day_of_month": 29,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 5,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "F",
+          "assigned_room_type": "F",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 242.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 88.2,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "023",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 36,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 33,
+          "arrival_date_day_of_month": 16,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": 10.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 100.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "024",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 622,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 12,
+          "arrival_date_day_of_month": 23,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 1.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 59.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "027",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 253,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 37,
+          "arrival_date_day_of_month": 12,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 5,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 1,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 96.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 58.95,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "028",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 1,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "December",
+          "arrival_date_week_number": 51,
+          "arrival_date_day_of_month": 13,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": 178.0,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 4.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "030",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 301,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "November",
+          "arrival_date_week_number": 47,
+          "arrival_date_day_of_month": 18,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 20.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 52.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "032",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 59,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 10,
+          "arrival_date_day_of_month": 11,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "CN",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": 14.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 98.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "034",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 54,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 39,
+          "arrival_date_day_of_month": 26,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 6,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 242.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 69.13,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "037",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 296,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "December",
+          "arrival_date_week_number": 53,
+          "arrival_date_day_of_month": 26,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 5,
+          "adults": 2,
+          "children": 2.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "BEL",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "F",
+          "assigned_room_type": "F",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 196.07,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "038",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 295,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 32,
+          "arrival_date_day_of_month": 8,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 1,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 1.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 62.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "041",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 88,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "February",
+          "arrival_date_week_number": 7,
+          "arrival_date_day_of_month": 14,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "NLD",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 86.4,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "051",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 1,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "February",
+          "arrival_date_week_number": 5,
+          "arrival_date_day_of_month": 3,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "PRT",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 14.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 93.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "055",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 200,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "December",
+          "arrival_date_week_number": 51,
+          "arrival_date_day_of_month": 17,
+          "stays_in_weekend_nights": 6,
+          "stays_in_week_nights": 12,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 314.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 38.67,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "059",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 166,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "November",
+          "arrival_date_week_number": 45,
+          "arrival_date_day_of_month": 1,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 236.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 110.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "061",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 137,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "January",
+          "arrival_date_week_number": 5,
+          "arrival_date_day_of_month": 27,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 1,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 29.0,
+          "company": null,
+          "days_in_waiting_list": 45,
+          "customer_type": "Transient",
+          "adr": 70.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "062",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 113,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 20,
+          "arrival_date_day_of_month": 20,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 34.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 190.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "063",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 278,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 30,
+          "arrival_date_day_of_month": 22,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 1,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 1.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 62.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "064",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 43,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 22,
+          "arrival_date_day_of_month": 3,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 3,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "G",
+          "assigned_room_type": "G",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 7.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 212.8,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "066",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 0,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "January",
+          "arrival_date_week_number": 4,
+          "arrival_date_day_of_month": 26,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Corporate",
+          "distribution_channel": "Corporate",
+          "is_repeated_guest": 1,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 5,
+          "reserved_room_type": "A",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": 9.0,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 35.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "No-Show"
+        }
+      },
+      {
+        "scenario_id": "067",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 90,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 14,
+          "arrival_date_day_of_month": 4,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 4,
+          "adults": 2,
+          "children": 2.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "BEL",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "F",
+          "assigned_room_type": "F",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 189.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "068",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 126,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 16,
+          "arrival_date_day_of_month": 17,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 314.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 54.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "070",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 275,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 41,
+          "arrival_date_day_of_month": 5,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 4,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 44.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 90.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "071",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 3,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 42,
+          "arrival_date_day_of_month": 12,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 4,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "CHE",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 175.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 3,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "078",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 221,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 24,
+          "arrival_date_day_of_month": 10,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 1,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 3.0,
+          "company": null,
+          "days_in_waiting_list": 15,
+          "customer_type": "Transient",
+          "adr": 80.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "083",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 8,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "December",
+          "arrival_date_week_number": 49,
+          "arrival_date_day_of_month": 5,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 1,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 38.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 68.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "084",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 189,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 21,
+          "arrival_date_day_of_month": 19,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 1.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 65.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "087",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 211,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 21,
+          "arrival_date_day_of_month": 21,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 4,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "DNK",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "B",
+          "assigned_room_type": "B",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 110.75,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "092",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 418,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 40,
+          "arrival_date_day_of_month": 26,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 21.0,
+          "company": null,
+          "days_in_waiting_list": 223,
+          "customer_type": "Transient-Party",
+          "adr": 75.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "094",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 93,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "December",
+          "arrival_date_week_number": 52,
+          "arrival_date_day_of_month": 26,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 1,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Contract",
+          "adr": 106.2,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "096",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 130,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 16,
+          "arrival_date_day_of_month": 21,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 286.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 95.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "097",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 283,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 31,
+          "arrival_date_day_of_month": 27,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 1,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 1.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Contract",
+          "adr": 62.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "099",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 444,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "December",
+          "arrival_date_week_number": 49,
+          "arrival_date_day_of_month": 1,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 1,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 34.0,
+          "company": null,
+          "days_in_waiting_list": 39,
+          "customer_type": "Transient",
+          "adr": 75.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "101",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 94,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 34,
+          "arrival_date_day_of_month": 25,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 86.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 127.47,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "103",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 113,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 22,
+          "arrival_date_day_of_month": 30,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 100.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "109",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 210,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 18,
+          "arrival_date_day_of_month": 4,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 5,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "E",
+          "assigned_room_type": "E",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 177.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 90.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "110",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 262,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "December",
+          "arrival_date_week_number": 53,
+          "arrival_date_day_of_month": 26,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "ESP",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 73.95,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "111",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 93,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 33,
+          "arrival_date_day_of_month": 17,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "E",
+          "assigned_room_type": "E",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 190.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "118",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 28,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 42,
+          "arrival_date_day_of_month": 13,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 234.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 120.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "120",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 59,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 39,
+          "arrival_date_day_of_month": 24,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 1,
+          "adults": 3,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 168.3,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "123",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 385,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 39,
+          "arrival_date_day_of_month": 21,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 4,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 66.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "124",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 304,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "November",
+          "arrival_date_week_number": 45,
+          "arrival_date_day_of_month": 3,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 21.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 89.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "126",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 20,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 30,
+          "arrival_date_day_of_month": 22,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 1.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 62.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "130",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 90,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 29,
+          "arrival_date_day_of_month": 13,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "ESP",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 175.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "131",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 39,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "February",
+          "arrival_date_week_number": 6,
+          "arrival_date_day_of_month": 11,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 48.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "133",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 179,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 32,
+          "arrival_date_day_of_month": 1,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 5,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "FB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 314.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 146.8,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "138",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 13,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 40,
+          "arrival_date_day_of_month": 27,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 7.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 126.28,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "139",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 95,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "November",
+          "arrival_date_week_number": 45,
+          "arrival_date_day_of_month": 5,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 75.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "140",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 107,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 24,
+          "arrival_date_day_of_month": 10,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 187.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 130.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "141",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 158,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 22,
+          "arrival_date_day_of_month": 24,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 37.0,
+          "company": null,
+          "days_in_waiting_list": 31,
+          "customer_type": "Transient",
+          "adr": 130.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "142",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 78,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "December",
+          "arrival_date_week_number": 53,
+          "arrival_date_day_of_month": 31,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "C",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": 181.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 168.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "143",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 31,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "February",
+          "arrival_date_week_number": 6,
+          "arrival_date_day_of_month": 5,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "FRA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 67.5,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "149",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 48,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 31,
+          "arrival_date_day_of_month": 27,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 167.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "150",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 136,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 12,
+          "arrival_date_day_of_month": 21,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "AUT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 93.6,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "154",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 113,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 27,
+          "arrival_date_day_of_month": 30,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 192.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 85.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "159",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 360,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 42,
+          "arrival_date_day_of_month": 12,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 1,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 1.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Contract",
+          "adr": 62.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "161",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 461,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 42,
+          "arrival_date_day_of_month": 13,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 1.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 62.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "166",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 223,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 25,
+          "arrival_date_day_of_month": 14,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 1,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 133.0,
+          "company": null,
+          "days_in_waiting_list": 40,
+          "customer_type": "Transient",
+          "adr": 135.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "167",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 14,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 27,
+          "arrival_date_day_of_month": 28,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "QAT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 152.67,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "168",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 7,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 15,
+          "arrival_date_day_of_month": 13,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "HKG",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 160.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "169",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 309,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 20,
+          "arrival_date_day_of_month": 12,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 1.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 59.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "171",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 1,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "November",
+          "arrival_date_week_number": 47,
+          "arrival_date_day_of_month": 18,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 38.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "No-Show"
+        }
+      },
+      {
+        "scenario_id": "173",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 245,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 28,
+          "arrival_date_day_of_month": 6,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 4,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 19.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 110.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "177",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 73,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 35,
+          "arrival_date_day_of_month": 25,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 112.5,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "179",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 181,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 17,
+          "arrival_date_day_of_month": 22,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 2,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 44.1,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "182",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 8,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 28,
+          "arrival_date_day_of_month": 10,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 1.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "FRA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 166.67,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "187",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 37,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 11,
+          "arrival_date_day_of_month": 15,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 378.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 110.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "189",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 16,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "December",
+          "arrival_date_week_number": 49,
+          "arrival_date_day_of_month": 3,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 46.4,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "190",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 21,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 39,
+          "arrival_date_day_of_month": 18,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "MYS",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 129.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "195",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 133,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 16,
+          "arrival_date_day_of_month": 19,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 4,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "DEU",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 390.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 124.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "196",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 209,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "January",
+          "arrival_date_week_number": 4,
+          "arrival_date_day_of_month": 28,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "BRA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 37.8,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "198",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 165,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 20,
+          "arrival_date_day_of_month": 19,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 225.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "200",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 155,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 25,
+          "arrival_date_day_of_month": 24,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 30.0,
+          "company": null,
+          "days_in_waiting_list": 26,
+          "customer_type": "Transient",
+          "adr": 120.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "204",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 317,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 37,
+          "arrival_date_day_of_month": 9,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 1,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 58.0,
+          "company": null,
+          "days_in_waiting_list": 56,
+          "customer_type": "Transient",
+          "adr": 90.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "206",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 198,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "December",
+          "arrival_date_week_number": 49,
+          "arrival_date_day_of_month": 5,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "ESP",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 1.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 90.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "207",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 13,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 33,
+          "arrival_date_day_of_month": 12,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "ESP",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 256.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "209",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 168,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 17,
+          "arrival_date_day_of_month": 22,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 26.0,
+          "company": null,
+          "days_in_waiting_list": 77,
+          "customer_type": "Transient",
+          "adr": 85.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "219",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 226,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 28,
+          "arrival_date_day_of_month": 9,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 110.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "224",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 92,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 11,
+          "arrival_date_day_of_month": 15,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 85.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "227",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 193,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 30,
+          "arrival_date_day_of_month": 24,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 1.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "BEL",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 2,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 152.63,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 3,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "230",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 60,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 13,
+          "arrival_date_day_of_month": 30,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "FRA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 104.4,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "235",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 277,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 29,
+          "arrival_date_day_of_month": 17,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 1.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "USA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 123.3,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "237",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 275,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 17,
+          "arrival_date_day_of_month": 17,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 0,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 12.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 110.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "240",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 278,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 33,
+          "arrival_date_day_of_month": 11,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 1,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 1.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 65.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "242",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 185,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 17,
+          "arrival_date_day_of_month": 18,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 298.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 86.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "244",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 6,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 18,
+          "arrival_date_day_of_month": 5,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "G",
+          "assigned_room_type": "G",
+          "booking_changes": 2,
+          "deposit_type": "No Deposit",
+          "agent": 250.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 195.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "245",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 301,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 33,
+          "arrival_date_day_of_month": 14,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 1,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 6.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 101.5,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "248",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 123,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 43,
+          "arrival_date_day_of_month": 21,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "SWE",
+          "market_segment": "Groups",
+          "distribution_channel": "Corporate",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "E",
+          "assigned_room_type": "E",
+          "booking_changes": 3,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 75.0,
+          "required_car_parking_spaces": 1,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "250",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 89,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 40,
+          "arrival_date_day_of_month": 27,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 0,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 1.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 170.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "253",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 254,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 39,
+          "arrival_date_day_of_month": 24,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 1.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 96.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "255",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 12,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "December",
+          "arrival_date_week_number": 49,
+          "arrival_date_day_of_month": 5,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "ESP",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 28.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 55.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "256",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 138,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 32,
+          "arrival_date_day_of_month": 7,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 1.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "CHE",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "C",
+          "assigned_room_type": "C",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 298.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "257",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 31,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 20,
+          "arrival_date_day_of_month": 13,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 16.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 105.3,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "260",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 207,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 40,
+          "arrival_date_day_of_month": 29,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 1,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 20.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 48.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "264",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 35,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 39,
+          "arrival_date_day_of_month": 25,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 1.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 170.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "269",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 18,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 21,
+          "arrival_date_day_of_month": 21,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "FRA",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 14.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 137.5,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "No-Show"
+        }
+      },
+      {
+        "scenario_id": "272",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 77,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 15,
+          "arrival_date_day_of_month": 12,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "ESP",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 81.67,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "273",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 61,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 16,
+          "arrival_date_day_of_month": 11,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 7.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 76.58,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "278",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 202,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 18,
+          "arrival_date_day_of_month": 4,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 251.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 90.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "280",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 303,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 14,
+          "arrival_date_day_of_month": 6,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 2.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "TUR",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "F",
+          "assigned_room_type": "F",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 181.8,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "282",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 67,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 11,
+          "arrival_date_day_of_month": 14,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "NLD",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 106.2,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "288",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 124,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 34,
+          "arrival_date_day_of_month": 17,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 4,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "ESP",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 191.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "290",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 476,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 28,
+          "arrival_date_day_of_month": 15,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 229.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 112.67,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "292",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 180,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 42,
+          "arrival_date_day_of_month": 16,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 3.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 70.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "296",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 115,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 26,
+          "arrival_date_day_of_month": 19,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 14.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 101.66,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "299",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 33,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 37,
+          "arrival_date_day_of_month": 8,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "ITA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 135.9,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "302",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 49,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 38,
+          "arrival_date_day_of_month": 19,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": null,
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "E",
+          "assigned_room_type": "F",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 99.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "No-Show"
+        }
+      },
+      {
+        "scenario_id": "305",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 30,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 41,
+          "arrival_date_day_of_month": 7,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 8.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 94.5,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "311",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 19,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 30,
+          "arrival_date_day_of_month": 28,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "AGO",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 184.5,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "No-Show"
+        }
+      },
+      {
+        "scenario_id": "314",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 16,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 23,
+          "arrival_date_day_of_month": 29,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 0,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 111.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "316",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 149,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 25,
+          "arrival_date_day_of_month": 24,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 130.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "317",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 55,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 10,
+          "arrival_date_day_of_month": 5,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 0,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "ARG",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 2,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 94.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "323",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 32,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "February",
+          "arrival_date_week_number": 6,
+          "arrival_date_day_of_month": 5,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 2,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "FRA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 72.9,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "329",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 47,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "November",
+          "arrival_date_week_number": 45,
+          "arrival_date_day_of_month": 5,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 5,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "F",
+          "assigned_room_type": "F",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 250.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 88.96,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "332",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 36,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "January",
+          "arrival_date_week_number": 5,
+          "arrival_date_day_of_month": 30,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "FRA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 2,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 48.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "333",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 279,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 25,
+          "arrival_date_day_of_month": 22,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 4,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 80.1,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "335",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 59,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "January",
+          "arrival_date_week_number": 4,
+          "arrival_date_day_of_month": 23,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 326.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 80.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "340",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 34,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "January",
+          "arrival_date_week_number": 3,
+          "arrival_date_day_of_month": 15,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 44.8,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "342",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 250,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 21,
+          "arrival_date_day_of_month": 24,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 4,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "SWE",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 125.1,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "343",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 5,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 13,
+          "arrival_date_day_of_month": 23,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "ESP",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 89.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "346",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 365,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 42,
+          "arrival_date_day_of_month": 17,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 1,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 1.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 62.8,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "350",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 358,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 41,
+          "arrival_date_day_of_month": 10,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 1,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 1.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 62.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "351",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 121,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "December",
+          "arrival_date_week_number": 51,
+          "arrival_date_day_of_month": 16,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "ESP",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 73.8,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "353",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 38,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "January",
+          "arrival_date_week_number": 2,
+          "arrival_date_day_of_month": 14,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Corporate",
+          "distribution_channel": "Corporate",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": null,
+          "company": 67.0,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 75.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "357",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 86,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 40,
+          "arrival_date_day_of_month": 3,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 1.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 86.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "359",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 134,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 26,
+          "arrival_date_day_of_month": 29,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "DEU",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 95.7,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "361",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 70,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "January",
+          "arrival_date_week_number": 1,
+          "arrival_date_day_of_month": 3,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 4,
+          "adults": 2,
+          "children": 1.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "ITA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 105.4,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "363",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 297,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 33,
+          "arrival_date_day_of_month": 10,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 1,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 1.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 62.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "366",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 3,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 43,
+          "arrival_date_day_of_month": 16,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 0,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "KOR",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 120.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "370",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 44,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "February",
+          "arrival_date_week_number": 8,
+          "arrival_date_day_of_month": 17,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 44.0,
+          "company": null,
+          "days_in_waiting_list": 3,
+          "customer_type": "Transient",
+          "adr": 75.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "373",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 264,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 28,
+          "arrival_date_day_of_month": 12,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 4,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 8.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 80.09,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "375",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 173,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 40,
+          "arrival_date_day_of_month": 27,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 5,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "ITA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 92.14,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "376",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 337,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 24,
+          "arrival_date_day_of_month": 9,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 1.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 62.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "378",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 28,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 16,
+          "arrival_date_day_of_month": 18,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 3,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "FRA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "E",
+          "assigned_room_type": "E",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 214.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "379",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 29,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 22,
+          "arrival_date_day_of_month": 3,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 229.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 112.67,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "382",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 69,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 44,
+          "arrival_date_day_of_month": 25,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 7.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 69.99,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "385",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 18,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "February",
+          "arrival_date_week_number": 5,
+          "arrival_date_day_of_month": 3,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "FRA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 88.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "No-Show"
+        }
+      },
+      {
+        "scenario_id": "386",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 101,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 27,
+          "arrival_date_day_of_month": 27,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 5,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 140.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "390",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 162,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 42,
+          "arrival_date_day_of_month": 14,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 2,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 34.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 115.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "393",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 123,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "November",
+          "arrival_date_week_number": 48,
+          "arrival_date_day_of_month": 25,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 1,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 2,
+          "reserved_room_type": "A",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 64.8,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "394",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 260,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 27,
+          "arrival_date_day_of_month": 4,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 1,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 1.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 62.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "395",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 90,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 17,
+          "arrival_date_day_of_month": 19,
+          "stays_in_weekend_nights": 4,
+          "stays_in_week_nights": 10,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 90.14,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "397",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 273,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 20,
+          "arrival_date_day_of_month": 13,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 21.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 95.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "410",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 161,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "February",
+          "arrival_date_week_number": 7,
+          "arrival_date_day_of_month": 13,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 2,
+          "deposit_type": "No Deposit",
+          "agent": 8.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 74.8,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "412",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 245,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 39,
+          "arrival_date_day_of_month": 25,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 1,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 248.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 80.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "415",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 36,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 30,
+          "arrival_date_day_of_month": 27,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 85.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 79.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "416",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 87,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "February",
+          "arrival_date_week_number": 7,
+          "arrival_date_day_of_month": 17,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "CHN",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 71.28,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "417",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 180,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 33,
+          "arrival_date_day_of_month": 9,
+          "stays_in_weekend_nights": 4,
+          "stays_in_week_nights": 9,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 1,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 134.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "418",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 63,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "December",
+          "arrival_date_week_number": 50,
+          "arrival_date_day_of_month": 9,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 339.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 26.64,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "419",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 111,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 12,
+          "arrival_date_day_of_month": 20,
+          "stays_in_weekend_nights": 4,
+          "stays_in_week_nights": 10,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "AGO",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 78.26,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "No-Show"
+        }
+      },
+      {
+        "scenario_id": "421",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 8,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "February",
+          "arrival_date_week_number": 8,
+          "arrival_date_day_of_month": 15,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 2,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "CHE",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 85.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "424",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 198,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 21,
+          "arrival_date_day_of_month": 20,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "B",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": 1.0,
+          "company": null,
+          "days_in_waiting_list": 98,
+          "customer_type": "Transient-Party",
+          "adr": 57.5,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "426",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 319,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 23,
+          "arrival_date_day_of_month": 5,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "IRL",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 74.25,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "428",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 78,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 41,
+          "arrival_date_day_of_month": 9,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "FB",
+          "country": "ESP",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 134.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 92.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "429",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 169,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 33,
+          "arrival_date_day_of_month": 13,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 6,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 314.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 141.6,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "430",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 148,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 43,
+          "arrival_date_day_of_month": 24,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 39.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "431",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 259,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 38,
+          "arrival_date_day_of_month": 17,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Groups",
+          "distribution_channel": "Corporate",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 1,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": null,
+          "company": 223.0,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 40.05,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "435",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 351,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 26,
+          "arrival_date_day_of_month": 23,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 1.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 62.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "436",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 113,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "December",
+          "arrival_date_week_number": 50,
+          "arrival_date_day_of_month": 8,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "NLD",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 2,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 90.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "437",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 68,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 28,
+          "arrival_date_day_of_month": 11,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "IRL",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 120.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "441",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 35,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 40,
+          "arrival_date_day_of_month": 26,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 0,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "ESP",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 99.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "443",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 24,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 11,
+          "arrival_date_day_of_month": 13,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 0,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 66.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 32.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "444",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 66,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 15,
+          "arrival_date_day_of_month": 9,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 0,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 100.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "446",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 203,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 17,
+          "arrival_date_day_of_month": 25,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 90.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "448",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 175,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 20,
+          "arrival_date_day_of_month": 19,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 44.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 90.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "450",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 372,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 29,
+          "arrival_date_day_of_month": 14,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 1.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 62.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "451",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 336,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 38,
+          "arrival_date_day_of_month": 18,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 1,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 6.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 109.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "454",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 98,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "November",
+          "arrival_date_week_number": 48,
+          "arrival_date_day_of_month": 23,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 2,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "FB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 37.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 84.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "457",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 20,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "February",
+          "arrival_date_week_number": 7,
+          "arrival_date_day_of_month": 10,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 4,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "IND",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 63.2,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "458",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 24,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "November",
+          "arrival_date_week_number": 45,
+          "arrival_date_day_of_month": 1,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 4,
+          "adults": 2,
+          "children": 2.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "SWE",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "F",
+          "assigned_room_type": "F",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 161.5,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "462",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 55,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 28,
+          "arrival_date_day_of_month": 7,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Corporate",
+          "distribution_channel": "Corporate",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": 219.0,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 79.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "463",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 134,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 23,
+          "arrival_date_day_of_month": 7,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 20.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 110.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "465",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 87,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 39,
+          "arrival_date_day_of_month": 25,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 1.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 170.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "467",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 9,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "January",
+          "arrival_date_week_number": 4,
+          "arrival_date_day_of_month": 20,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 9,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "SAU",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 88.27,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "No-Show"
+        }
+      },
+      {
+        "scenario_id": "468",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 47,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 27,
+          "arrival_date_day_of_month": 2,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 5,
+          "adults": 2,
+          "children": 2.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "G",
+          "assigned_room_type": "G",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 153.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "471",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 17,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 23,
+          "arrival_date_day_of_month": 9,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 1.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "PRT",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "E",
+          "assigned_room_type": "E",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": 250.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 223.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "475",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 41,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 33,
+          "arrival_date_day_of_month": 12,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 1.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 62.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "478",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 135,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 31,
+          "arrival_date_day_of_month": 26,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 4,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "BEL",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 89.25,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "482",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 101,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "November",
+          "arrival_date_week_number": 48,
+          "arrival_date_day_of_month": 26,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 5,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "BEL",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 37.8,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "483",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 82,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 18,
+          "arrival_date_day_of_month": 3,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 29.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 130.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "484",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 21,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 37,
+          "arrival_date_day_of_month": 10,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 6.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 65.55,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "486",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 11,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 20,
+          "arrival_date_day_of_month": 14,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 0,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "FRA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 120.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "489",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 393,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 41,
+          "arrival_date_day_of_month": 8,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 68.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 72.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "492",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 2,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 19,
+          "arrival_date_day_of_month": 8,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 0,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "E",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 152.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 64.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "495",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 331,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 33,
+          "arrival_date_day_of_month": 19,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 5,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "GBR",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 109.67,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "499",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 1,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "January",
+          "arrival_date_week_number": 4,
+          "arrival_date_day_of_month": 21,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 40.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      }
+    ],
+    "target_column": "reservation_status",
+    "task_sub_type": "classification",
+    "ranking_ground_truth": {
+      "top_k_ids": [
+        "051",
+        "071",
+        "138",
+        "142",
+        "189",
+        "195",
+        "235",
+        "248",
+        "255",
+        "257",
+        "288",
+        "296",
+        "366",
+        "393",
+        "499"
+      ]
     },
-    "final_decision": {},
-    "what_if": {},
-    "ground_truth": {
-        "extracted_features": [
-            {
-                "scenario_id": "006",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 175,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 33,
-                    "arrival_date_day_of_month": 14,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "ITA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 2,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 200.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-03-20"
-                }
-            },
-            {
-                "scenario_id": "009",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 352,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 21,
-                    "arrival_date_day_of_month": 24,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "GBR",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 99.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-06-19"
-                }
-            },
-            {
-                "scenario_id": "012",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 16,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "December",
-                    "arrival_date_week_number": 53,
-                    "arrival_date_day_of_month": 28,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 4,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 3.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 76.67,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-12-12"
-                }
-            },
-            {
-                "scenario_id": "014",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 319,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 23,
-                    "arrival_date_day_of_month": 5,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 1.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 241.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 68.08,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-10-13"
-                }
-            },
-            {
-                "scenario_id": "015",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 156,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 17,
-                    "arrival_date_day_of_month": 26,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 37.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 100.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-11-21"
-                }
-            },
-            {
-                "scenario_id": "016",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 72,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 25,
-                    "arrival_date_day_of_month": 13,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 116.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-04-28"
-                }
-            },
-            {
-                "scenario_id": "019",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 11,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 15,
-                    "arrival_date_day_of_month": 14,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "USA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 138.33,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-04-06"
-                }
-            },
-            {
-                "scenario_id": "020",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 157,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "January",
-                    "arrival_date_week_number": 5,
-                    "arrival_date_day_of_month": 29,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 5,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "F",
-                    "assigned_room_type": "F",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 242.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 88.2,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-01-05"
-                }
-            },
-            {
-                "scenario_id": "023",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 36,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 33,
-                    "arrival_date_day_of_month": 16,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": 10.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 100.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-08-16"
-                }
-            },
-            {
-                "scenario_id": "024",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 622,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 12,
-                    "arrival_date_day_of_month": 23,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 1.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 59.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-10-21"
-                }
-            },
-            {
-                "scenario_id": "027",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 253,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 37,
-                    "arrival_date_day_of_month": 12,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 5,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 1,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 96.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 58.95,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-06-17"
-                }
-            },
-            {
-                "scenario_id": "028",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 1,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "December",
-                    "arrival_date_week_number": 51,
-                    "arrival_date_day_of_month": 13,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": 178.0,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 4.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-12-13"
-                }
-            },
-            {
-                "scenario_id": "030",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 301,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "November",
-                    "arrival_date_week_number": 47,
-                    "arrival_date_day_of_month": 18,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 20.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 52.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-03-15"
-                }
-            },
-            {
-                "scenario_id": "032",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 59,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 10,
-                    "arrival_date_day_of_month": 11,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "CN",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": 14.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 98.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-01-16"
-                }
-            },
-            {
-                "scenario_id": "034",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 54,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 39,
-                    "arrival_date_day_of_month": 26,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 6,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 242.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 69.13,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-09-16"
-                }
-            },
-            {
-                "scenario_id": "037",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 296,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "December",
-                    "arrival_date_week_number": 53,
-                    "arrival_date_day_of_month": 26,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 5,
-                    "adults": 2,
-                    "children": 2.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "BEL",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "F",
-                    "assigned_room_type": "F",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 196.07,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-09-26"
-                }
-            },
-            {
-                "scenario_id": "038",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 295,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 32,
-                    "arrival_date_day_of_month": 8,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 1,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 1.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 62.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-07-06"
-                }
-            },
-            {
-                "scenario_id": "041",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 88,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "February",
-                    "arrival_date_week_number": 7,
-                    "arrival_date_day_of_month": 14,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "NLD",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 86.4,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-11-25"
-                }
-            },
-            {
-                "scenario_id": "051",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 1,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "February",
-                    "arrival_date_week_number": 5,
-                    "arrival_date_day_of_month": 3,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "PRT",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 14.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 93.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-02-04"
-                }
-            },
-            {
-                "scenario_id": "055",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 200,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "December",
-                    "arrival_date_week_number": 51,
-                    "arrival_date_day_of_month": 17,
-                    "stays_in_weekend_nights": 6,
-                    "stays_in_week_nights": 12,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 314.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 38.67,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-06-03"
-                }
-            },
-            {
-                "scenario_id": "059",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 166,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "November",
-                    "arrival_date_week_number": 45,
-                    "arrival_date_day_of_month": 1,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 236.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 110.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-07-13"
-                }
-            },
-            {
-                "scenario_id": "061",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 137,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "January",
-                    "arrival_date_week_number": 5,
-                    "arrival_date_day_of_month": 27,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 1,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 29.0,
-                    "company": null,
-                    "days_in_waiting_list": 45,
-                    "customer_type": "Transient",
-                    "adr": 70.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-10-27"
-                }
-            },
-            {
-                "scenario_id": "062",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 113,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 20,
-                    "arrival_date_day_of_month": 20,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 34.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 190.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-01-27"
-                }
-            },
-            {
-                "scenario_id": "063",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 278,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 30,
-                    "arrival_date_day_of_month": 22,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 1,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 1.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 62.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-06-29"
-                }
-            },
-            {
-                "scenario_id": "064",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 43,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 22,
-                    "arrival_date_day_of_month": 3,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 3,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "G",
-                    "assigned_room_type": "G",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 7.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 212.8,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-04-21"
-                }
-            },
-            {
-                "scenario_id": "066",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 0,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "January",
-                    "arrival_date_week_number": 4,
-                    "arrival_date_day_of_month": 26,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Corporate",
-                    "distribution_channel": "Corporate",
-                    "is_repeated_guest": 1,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 5,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": 9.0,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 35.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "No-Show",
-                    "reservation_status_date": "2017-01-26"
-                }
-            },
-            {
-                "scenario_id": "067",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 90,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 14,
-                    "arrival_date_day_of_month": 4,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 4,
-                    "adults": 2,
-                    "children": 2.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "BEL",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "F",
-                    "assigned_room_type": "F",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 189.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-01-11"
-                }
-            },
-            {
-                "scenario_id": "068",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 126,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 16,
-                    "arrival_date_day_of_month": 17,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 314.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 54.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-04-06"
-                }
-            },
-            {
-                "scenario_id": "070",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 275,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 41,
-                    "arrival_date_day_of_month": 5,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 4,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 44.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 90.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-06-20"
-                }
-            },
-            {
-                "scenario_id": "071",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 3,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 42,
-                    "arrival_date_day_of_month": 12,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 4,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "CHE",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 175.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 3,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-10-16"
-                }
-            },
-            {
-                "scenario_id": "078",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 221,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 24,
-                    "arrival_date_day_of_month": 10,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 1,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 3.0,
-                    "company": null,
-                    "days_in_waiting_list": 15,
-                    "customer_type": "Transient",
-                    "adr": 80.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-11-17"
-                }
-            },
-            {
-                "scenario_id": "083",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 8,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "December",
-                    "arrival_date_week_number": 49,
-                    "arrival_date_day_of_month": 5,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 1,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 38.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 68.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-12-01"
-                }
-            },
-            {
-                "scenario_id": "084",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 189,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 21,
-                    "arrival_date_day_of_month": 19,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 1.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 65.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-05-18"
-                }
-            },
-            {
-                "scenario_id": "087",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 211,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 21,
-                    "arrival_date_day_of_month": 21,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 4,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "DNK",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "B",
-                    "assigned_room_type": "B",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 110.75,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-01-14"
-                }
-            },
-            {
-                "scenario_id": "092",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 418,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 40,
-                    "arrival_date_day_of_month": 26,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 21.0,
-                    "company": null,
-                    "days_in_waiting_list": 223,
-                    "customer_type": "Transient-Party",
-                    "adr": 75.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-08-02"
-                }
-            },
-            {
-                "scenario_id": "094",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 93,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "December",
-                    "arrival_date_week_number": 52,
-                    "arrival_date_day_of_month": 26,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 1,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Contract",
-                    "adr": 106.2,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-10-05"
-                }
-            },
-            {
-                "scenario_id": "096",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 130,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 16,
-                    "arrival_date_day_of_month": 21,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 286.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 95.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-12-12"
-                }
-            },
-            {
-                "scenario_id": "097",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 283,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 31,
-                    "arrival_date_day_of_month": 27,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 1,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 1.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Contract",
-                    "adr": 62.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-01-01"
-                }
-            },
-            {
-                "scenario_id": "099",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 444,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "December",
-                    "arrival_date_week_number": 49,
-                    "arrival_date_day_of_month": 1,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 1,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 34.0,
-                    "company": null,
-                    "days_in_waiting_list": 39,
-                    "customer_type": "Transient",
-                    "adr": 75.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-10-23"
-                }
-            },
-            {
-                "scenario_id": "101",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 94,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 34,
-                    "arrival_date_day_of_month": 25,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 86.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 127.47,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-05-29"
-                }
-            },
-            {
-                "scenario_id": "103",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 113,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 22,
-                    "arrival_date_day_of_month": 30,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 100.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-02-08"
-                }
-            },
-            {
-                "scenario_id": "109",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 210,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 18,
-                    "arrival_date_day_of_month": 4,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 5,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "E",
-                    "assigned_room_type": "E",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 177.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 90.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-11-02"
-                }
-            },
-            {
-                "scenario_id": "110",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 262,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "December",
-                    "arrival_date_week_number": 53,
-                    "arrival_date_day_of_month": 26,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "ESP",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 73.95,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-05-29"
-                }
-            },
-            {
-                "scenario_id": "111",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 93,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 33,
-                    "arrival_date_day_of_month": 17,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "E",
-                    "assigned_room_type": "E",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 190.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-05-19"
-                }
-            },
-            {
-                "scenario_id": "118",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 28,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 42,
-                    "arrival_date_day_of_month": 13,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 234.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 120.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-10-07"
-                }
-            },
-            {
-                "scenario_id": "120",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 59,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 39,
-                    "arrival_date_day_of_month": 24,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 1,
-                    "adults": 3,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 168.3,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-07-28"
-                }
-            },
-            {
-                "scenario_id": "123",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 385,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 39,
-                    "arrival_date_day_of_month": 21,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 4,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 66.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-10-14"
-                }
-            },
-            {
-                "scenario_id": "124",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 304,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "November",
-                    "arrival_date_week_number": 45,
-                    "arrival_date_day_of_month": 3,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 21.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 89.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-02-01"
-                }
-            },
-            {
-                "scenario_id": "126",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 20,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 30,
-                    "arrival_date_day_of_month": 22,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 1.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 62.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-07-17"
-                }
-            },
-            {
-                "scenario_id": "130",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 90,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 29,
-                    "arrival_date_day_of_month": 13,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "ESP",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 175.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-04-16"
-                }
-            },
-            {
-                "scenario_id": "131",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 39,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "February",
-                    "arrival_date_week_number": 6,
-                    "arrival_date_day_of_month": 11,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 48.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-01-09"
-                }
-            },
-            {
-                "scenario_id": "133",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 179,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 32,
-                    "arrival_date_day_of_month": 1,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 5,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "FB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 314.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 146.8,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-07-26"
-                }
-            },
-            {
-                "scenario_id": "138",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 13,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 40,
-                    "arrival_date_day_of_month": 27,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 7.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 126.28,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-09-29"
-                }
-            },
-            {
-                "scenario_id": "139",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 95,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "November",
-                    "arrival_date_week_number": 45,
-                    "arrival_date_day_of_month": 5,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 75.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-10-21"
-                }
-            },
-            {
-                "scenario_id": "140",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 107,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 24,
-                    "arrival_date_day_of_month": 10,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 187.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 130.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-04-04"
-                }
-            },
-            {
-                "scenario_id": "141",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 158,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 22,
-                    "arrival_date_day_of_month": 24,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 37.0,
-                    "company": null,
-                    "days_in_waiting_list": 31,
-                    "customer_type": "Transient",
-                    "adr": 130.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-01-18"
-                }
-            },
-            {
-                "scenario_id": "142",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 78,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "December",
-                    "arrival_date_week_number": 53,
-                    "arrival_date_day_of_month": 31,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "C",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": 181.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 168.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-01-02"
-                }
-            },
-            {
-                "scenario_id": "143",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 31,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "February",
-                    "arrival_date_week_number": 6,
-                    "arrival_date_day_of_month": 5,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "FRA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 67.5,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-01-05"
-                }
-            },
-            {
-                "scenario_id": "149",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 48,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 31,
-                    "arrival_date_day_of_month": 27,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 167.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-06-15"
-                }
-            },
-            {
-                "scenario_id": "150",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 136,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 12,
-                    "arrival_date_day_of_month": 21,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "AUT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 93.6,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-03-02"
-                }
-            },
-            {
-                "scenario_id": "154",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 113,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 27,
-                    "arrival_date_day_of_month": 30,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 192.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 85.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-03-16"
-                }
-            },
-            {
-                "scenario_id": "159",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 360,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 42,
-                    "arrival_date_day_of_month": 12,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 1,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 1.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Contract",
-                    "adr": 62.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-01-01"
-                }
-            },
-            {
-                "scenario_id": "161",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 461,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 42,
-                    "arrival_date_day_of_month": 13,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 1.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 62.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-10-21"
-                }
-            },
-            {
-                "scenario_id": "166",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 223,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 25,
-                    "arrival_date_day_of_month": 14,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 1,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 133.0,
-                    "company": null,
-                    "days_in_waiting_list": 40,
-                    "customer_type": "Transient",
-                    "adr": 135.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-12-14"
-                }
-            },
-            {
-                "scenario_id": "167",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 14,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 27,
-                    "arrival_date_day_of_month": 28,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "QAT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 152.67,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-06-24"
-                }
-            },
-            {
-                "scenario_id": "168",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 7,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 15,
-                    "arrival_date_day_of_month": 13,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "HKG",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 160.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-04-07"
-                }
-            },
-            {
-                "scenario_id": "169",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 309,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 20,
-                    "arrival_date_day_of_month": 12,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 1.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 59.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-10-21"
-                }
-            },
-            {
-                "scenario_id": "171",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 1,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "November",
-                    "arrival_date_week_number": 47,
-                    "arrival_date_day_of_month": 18,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 38.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "No-Show",
-                    "reservation_status_date": "2015-11-18"
-                }
-            },
-            {
-                "scenario_id": "173",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 245,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 28,
-                    "arrival_date_day_of_month": 6,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 4,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 19.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 110.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-02-23"
-                }
-            },
-            {
-                "scenario_id": "177",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 73,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 35,
-                    "arrival_date_day_of_month": 25,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 112.5,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-06-15"
-                }
-            },
-            {
-                "scenario_id": "179",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 181,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 17,
-                    "arrival_date_day_of_month": 22,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 2,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 44.1,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-12-19"
-                }
-            },
-            {
-                "scenario_id": "182",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 8,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 28,
-                    "arrival_date_day_of_month": 10,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 1.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "FRA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 166.67,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-07-07"
-                }
-            },
-            {
-                "scenario_id": "187",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 37,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 11,
-                    "arrival_date_day_of_month": 15,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 378.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 110.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-02-06"
-                }
-            },
-            {
-                "scenario_id": "189",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 16,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "December",
-                    "arrival_date_week_number": 49,
-                    "arrival_date_day_of_month": 3,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 46.4,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-12-06"
-                }
-            },
-            {
-                "scenario_id": "190",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 21,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 39,
-                    "arrival_date_day_of_month": 18,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "MYS",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 129.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-09-09"
-                }
-            },
-            {
-                "scenario_id": "195",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 133,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 16,
-                    "arrival_date_day_of_month": 19,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 4,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "DEU",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 390.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 124.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-04-23"
-                }
-            },
-            {
-                "scenario_id": "196",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 209,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "January",
-                    "arrival_date_week_number": 4,
-                    "arrival_date_day_of_month": 28,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "BRA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 37.8,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-07-29"
-                }
-            },
-            {
-                "scenario_id": "198",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 165,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 20,
-                    "arrival_date_day_of_month": 19,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 225.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-01-12"
-                }
-            },
-            {
-                "scenario_id": "200",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 155,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 25,
-                    "arrival_date_day_of_month": 24,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 30.0,
-                    "company": null,
-                    "days_in_waiting_list": 26,
-                    "customer_type": "Transient",
-                    "adr": 120.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-02-15"
-                }
-            },
-            {
-                "scenario_id": "204",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 317,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 37,
-                    "arrival_date_day_of_month": 9,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 1,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 58.0,
-                    "company": null,
-                    "days_in_waiting_list": 56,
-                    "customer_type": "Transient",
-                    "adr": 90.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-12-23"
-                }
-            },
-            {
-                "scenario_id": "206",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 198,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "December",
-                    "arrival_date_week_number": 49,
-                    "arrival_date_day_of_month": 5,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "ESP",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 1.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 90.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-10-23"
-                }
-            },
-            {
-                "scenario_id": "207",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 13,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 33,
-                    "arrival_date_day_of_month": 12,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "ESP",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 256.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-07-31"
-                }
-            },
-            {
-                "scenario_id": "209",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 168,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 17,
-                    "arrival_date_day_of_month": 22,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 26.0,
-                    "company": null,
-                    "days_in_waiting_list": 77,
-                    "customer_type": "Transient",
-                    "adr": 85.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-01-22"
-                }
-            },
-            {
-                "scenario_id": "219",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 226,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 28,
-                    "arrival_date_day_of_month": 9,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 110.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-11-25"
-                }
-            },
-            {
-                "scenario_id": "224",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 92,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 11,
-                    "arrival_date_day_of_month": 15,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 85.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-12-13"
-                }
-            },
-            {
-                "scenario_id": "227",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 193,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 30,
-                    "arrival_date_day_of_month": 24,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 1.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "BEL",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 2,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 152.63,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 3,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-02-10"
-                }
-            },
-            {
-                "scenario_id": "230",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 60,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 13,
-                    "arrival_date_day_of_month": 30,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "FRA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 104.4,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-03-19"
-                }
-            },
-            {
-                "scenario_id": "235",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 277,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 29,
-                    "arrival_date_day_of_month": 17,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 1.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "USA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 123.3,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-07-20"
-                }
-            },
-            {
-                "scenario_id": "237",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 275,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 17,
-                    "arrival_date_day_of_month": 17,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 0,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 12.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 110.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-08-04"
-                }
-            },
-            {
-                "scenario_id": "240",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 278,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 33,
-                    "arrival_date_day_of_month": 11,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 1,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 1.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 65.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-12-18"
-                }
-            },
-            {
-                "scenario_id": "242",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 185,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 17,
-                    "arrival_date_day_of_month": 18,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 298.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 86.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-03-18"
-                }
-            },
-            {
-                "scenario_id": "244",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 6,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 18,
-                    "arrival_date_day_of_month": 5,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "G",
-                    "assigned_room_type": "G",
-                    "booking_changes": 2,
-                    "deposit_type": "No Deposit",
-                    "agent": 250.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 195.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-04-29"
-                }
-            },
-            {
-                "scenario_id": "245",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 301,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 33,
-                    "arrival_date_day_of_month": 14,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 1,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 6.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 101.5,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-07-06"
-                }
-            },
-            {
-                "scenario_id": "248",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 123,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 43,
-                    "arrival_date_day_of_month": 21,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "SWE",
-                    "market_segment": "Groups",
-                    "distribution_channel": "Corporate",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "E",
-                    "assigned_room_type": "E",
-                    "booking_changes": 3,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 75.0,
-                    "required_car_parking_spaces": 1,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-10-26"
-                }
-            },
-            {
-                "scenario_id": "250",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 89,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 40,
-                    "arrival_date_day_of_month": 27,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 0,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 1.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 170.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-09-22"
-                }
-            },
-            {
-                "scenario_id": "253",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 254,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 39,
-                    "arrival_date_day_of_month": 24,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 1.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 96.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-03-01"
-                }
-            },
-            {
-                "scenario_id": "255",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 12,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "December",
-                    "arrival_date_week_number": 49,
-                    "arrival_date_day_of_month": 5,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "ESP",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 28.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 55.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-12-07"
-                }
-            },
-            {
-                "scenario_id": "256",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 138,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 32,
-                    "arrival_date_day_of_month": 7,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 1.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "CHE",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "C",
-                    "assigned_room_type": "C",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 298.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-04-08"
-                }
-            },
-            {
-                "scenario_id": "257",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 31,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 20,
-                    "arrival_date_day_of_month": 13,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 16.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 105.3,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-05-15"
-                }
-            },
-            {
-                "scenario_id": "260",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 207,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 40,
-                    "arrival_date_day_of_month": 29,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 1,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 20.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 48.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-07-23"
-                }
-            },
-            {
-                "scenario_id": "264",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 35,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 39,
-                    "arrival_date_day_of_month": 25,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 1.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 170.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-09-09"
-                }
-            },
-            {
-                "scenario_id": "269",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 18,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 21,
-                    "arrival_date_day_of_month": 21,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "FRA",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 14.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 137.5,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "No-Show",
-                    "reservation_status_date": "2017-05-21"
-                }
-            },
-            {
-                "scenario_id": "272",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 77,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 15,
-                    "arrival_date_day_of_month": 12,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "ESP",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 81.67,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-01-25"
-                }
-            },
-            {
-                "scenario_id": "273",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 61,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 16,
-                    "arrival_date_day_of_month": 11,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 7.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 76.58,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-02-11"
-                }
-            },
-            {
-                "scenario_id": "278",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 202,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 18,
-                    "arrival_date_day_of_month": 4,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 251.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 90.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-02-07"
-                }
-            },
-            {
-                "scenario_id": "280",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 303,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 14,
-                    "arrival_date_day_of_month": 6,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 2.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "TUR",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "F",
-                    "assigned_room_type": "F",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 181.8,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-01-16"
-                }
-            },
-            {
-                "scenario_id": "282",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 67,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 11,
-                    "arrival_date_day_of_month": 14,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "NLD",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 106.2,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-01-31"
-                }
-            },
-            {
-                "scenario_id": "288",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 124,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 34,
-                    "arrival_date_day_of_month": 17,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 4,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "ESP",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 191.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-08-21"
-                }
-            },
-            {
-                "scenario_id": "290",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 476,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 28,
-                    "arrival_date_day_of_month": 15,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 229.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 112.67,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-07-03"
-                }
-            },
-            {
-                "scenario_id": "292",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 180,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 42,
-                    "arrival_date_day_of_month": 16,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 3.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 70.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-08-31"
-                }
-            },
-            {
-                "scenario_id": "296",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 115,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 26,
-                    "arrival_date_day_of_month": 19,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 14.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 101.66,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-06-24"
-                }
-            },
-            {
-                "scenario_id": "299",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 33,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 37,
-                    "arrival_date_day_of_month": 8,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "ITA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 135.9,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-08-08"
-                }
-            },
-            {
-                "scenario_id": "302",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 49,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 38,
-                    "arrival_date_day_of_month": 19,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": null,
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "E",
-                    "assigned_room_type": "F",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 99.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "No-Show",
-                    "reservation_status_date": "2015-09-19"
-                }
-            },
-            {
-                "scenario_id": "305",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 30,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 41,
-                    "arrival_date_day_of_month": 7,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 8.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 94.5,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-10-07"
-                }
-            },
-            {
-                "scenario_id": "311",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 19,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 30,
-                    "arrival_date_day_of_month": 28,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "AGO",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 184.5,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "No-Show",
-                    "reservation_status_date": "2017-07-28"
-                }
-            },
-            {
-                "scenario_id": "314",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 16,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 23,
-                    "arrival_date_day_of_month": 29,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 0,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 111.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-05-13"
-                }
-            },
-            {
-                "scenario_id": "316",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 149,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 25,
-                    "arrival_date_day_of_month": 24,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 130.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-06-23"
-                }
-            },
-            {
-                "scenario_id": "317",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 55,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 10,
-                    "arrival_date_day_of_month": 5,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 0,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "ARG",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 2,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 94.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-01-19"
-                }
-            },
-            {
-                "scenario_id": "323",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 32,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "February",
-                    "arrival_date_week_number": 6,
-                    "arrival_date_day_of_month": 5,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 2,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "FRA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 72.9,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-01-04"
-                }
-            },
-            {
-                "scenario_id": "329",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 47,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "November",
-                    "arrival_date_week_number": 45,
-                    "arrival_date_day_of_month": 5,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 5,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "F",
-                    "assigned_room_type": "F",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 250.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 88.96,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-09-20"
-                }
-            },
-            {
-                "scenario_id": "332",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 36,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "January",
-                    "arrival_date_week_number": 5,
-                    "arrival_date_day_of_month": 30,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "FRA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 2,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 48.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-01-13"
-                }
-            },
-            {
-                "scenario_id": "333",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 279,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 25,
-                    "arrival_date_day_of_month": 22,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 4,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 80.1,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-03-08"
-                }
-            },
-            {
-                "scenario_id": "335",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 59,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "January",
-                    "arrival_date_week_number": 4,
-                    "arrival_date_day_of_month": 23,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 326.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 80.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-11-25"
-                }
-            },
-            {
-                "scenario_id": "340",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 34,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "January",
-                    "arrival_date_week_number": 3,
-                    "arrival_date_day_of_month": 15,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 44.8,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-12-26"
-                }
-            },
-            {
-                "scenario_id": "342",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 250,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 21,
-                    "arrival_date_day_of_month": 24,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 4,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "SWE",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 125.1,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-04-01"
-                }
-            },
-            {
-                "scenario_id": "343",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 5,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 13,
-                    "arrival_date_day_of_month": 23,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "ESP",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 89.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-03-18"
-                }
-            },
-            {
-                "scenario_id": "346",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 365,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 42,
-                    "arrival_date_day_of_month": 17,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 1,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 1.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 62.8,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-01-30"
-                }
-            },
-            {
-                "scenario_id": "350",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 358,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 41,
-                    "arrival_date_day_of_month": 10,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 1,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 1.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 62.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-07-23"
-                }
-            },
-            {
-                "scenario_id": "351",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 121,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "December",
-                    "arrival_date_week_number": 51,
-                    "arrival_date_day_of_month": 16,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "ESP",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 73.8,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-10-24"
-                }
-            },
-            {
-                "scenario_id": "353",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 38,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "January",
-                    "arrival_date_week_number": 2,
-                    "arrival_date_day_of_month": 14,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Corporate",
-                    "distribution_channel": "Corporate",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": null,
-                    "company": 67.0,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 75.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-12-07"
-                }
-            },
-            {
-                "scenario_id": "357",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 86,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 40,
-                    "arrival_date_day_of_month": 3,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 1.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 86.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-09-28"
-                }
-            },
-            {
-                "scenario_id": "359",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 134,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 26,
-                    "arrival_date_day_of_month": 29,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "DEU",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 95.7,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-02-15"
-                }
-            },
-            {
-                "scenario_id": "361",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 70,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "January",
-                    "arrival_date_week_number": 1,
-                    "arrival_date_day_of_month": 3,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 4,
-                    "adults": 2,
-                    "children": 1.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "ITA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 105.4,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-12-01"
-                }
-            },
-            {
-                "scenario_id": "363",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 297,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 33,
-                    "arrival_date_day_of_month": 10,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 1,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 1.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 62.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-07-02"
-                }
-            },
-            {
-                "scenario_id": "366",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 3,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 43,
-                    "arrival_date_day_of_month": 16,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 0,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "KOR",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 120.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-10-17"
-                }
-            },
-            {
-                "scenario_id": "370",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 44,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "February",
-                    "arrival_date_week_number": 8,
-                    "arrival_date_day_of_month": 17,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 44.0,
-                    "company": null,
-                    "days_in_waiting_list": 3,
-                    "customer_type": "Transient",
-                    "adr": 75.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-01-16"
-                }
-            },
-            {
-                "scenario_id": "373",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 264,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 28,
-                    "arrival_date_day_of_month": 12,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 4,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 8.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 80.09,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-04-02"
-                }
-            },
-            {
-                "scenario_id": "375",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 173,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 40,
-                    "arrival_date_day_of_month": 27,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 5,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "ITA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 92.14,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-04-08"
-                }
-            },
-            {
-                "scenario_id": "376",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 337,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 24,
-                    "arrival_date_day_of_month": 9,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 1.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 62.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-10-21"
-                }
-            },
-            {
-                "scenario_id": "378",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 28,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 16,
-                    "arrival_date_day_of_month": 18,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 3,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "FRA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "E",
-                    "assigned_room_type": "E",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 214.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-03-23"
-                }
-            },
-            {
-                "scenario_id": "379",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 29,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 22,
-                    "arrival_date_day_of_month": 3,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 229.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 112.67,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-05-22"
-                }
-            },
-            {
-                "scenario_id": "382",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 69,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 44,
-                    "arrival_date_day_of_month": 25,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 7.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 69.99,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-08-17"
-                }
-            },
-            {
-                "scenario_id": "385",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 18,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "February",
-                    "arrival_date_week_number": 5,
-                    "arrival_date_day_of_month": 3,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "FRA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 88.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "No-Show",
-                    "reservation_status_date": "2017-02-03"
-                }
-            },
-            {
-                "scenario_id": "386",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 101,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 27,
-                    "arrival_date_day_of_month": 27,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 5,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 140.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-05-06"
-                }
-            },
-            {
-                "scenario_id": "390",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 162,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 42,
-                    "arrival_date_day_of_month": 14,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 2,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 34.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 115.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-08-11"
-                }
-            },
-            {
-                "scenario_id": "393",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 123,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "November",
-                    "arrival_date_week_number": 48,
-                    "arrival_date_day_of_month": 25,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 1,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 2,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 64.8,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-11-27"
-                }
-            },
-            {
-                "scenario_id": "394",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 260,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 27,
-                    "arrival_date_day_of_month": 4,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 1,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 1.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 62.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-06-16"
-                }
-            },
-            {
-                "scenario_id": "395",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 90,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 17,
-                    "arrival_date_day_of_month": 19,
-                    "stays_in_weekend_nights": 4,
-                    "stays_in_week_nights": 10,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 90.14,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-04-01"
-                }
-            },
-            {
-                "scenario_id": "397",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 273,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 20,
-                    "arrival_date_day_of_month": 13,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 21.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 95.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-12-18"
-                }
-            },
-            {
-                "scenario_id": "410",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 161,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "February",
-                    "arrival_date_week_number": 7,
-                    "arrival_date_day_of_month": 13,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 2,
-                    "deposit_type": "No Deposit",
-                    "agent": 8.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 74.8,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-01-06"
-                }
-            },
-            {
-                "scenario_id": "412",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 245,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 39,
-                    "arrival_date_day_of_month": 25,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 1,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 248.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 80.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-07-31"
-                }
-            },
-            {
-                "scenario_id": "415",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 36,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 30,
-                    "arrival_date_day_of_month": 27,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 85.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 79.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-07-18"
-                }
-            },
-            {
-                "scenario_id": "416",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 87,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "February",
-                    "arrival_date_week_number": 7,
-                    "arrival_date_day_of_month": 17,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "CHN",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 71.28,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-12-08"
-                }
-            },
-            {
-                "scenario_id": "417",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 180,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 33,
-                    "arrival_date_day_of_month": 9,
-                    "stays_in_weekend_nights": 4,
-                    "stays_in_week_nights": 9,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 1,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 134.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-02-11"
-                }
-            },
-            {
-                "scenario_id": "418",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 63,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "December",
-                    "arrival_date_week_number": 50,
-                    "arrival_date_day_of_month": 9,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 339.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 26.64,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-12-05"
-                }
-            },
-            {
-                "scenario_id": "419",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 111,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 12,
-                    "arrival_date_day_of_month": 20,
-                    "stays_in_weekend_nights": 4,
-                    "stays_in_week_nights": 10,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "AGO",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 78.26,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "No-Show",
-                    "reservation_status_date": "2017-03-20"
-                }
-            },
-            {
-                "scenario_id": "421",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 8,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "February",
-                    "arrival_date_week_number": 8,
-                    "arrival_date_day_of_month": 15,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 2,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "CHE",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 85.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-02-09"
-                }
-            },
-            {
-                "scenario_id": "424",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 198,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 21,
-                    "arrival_date_day_of_month": 20,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "B",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": 1.0,
-                    "company": null,
-                    "days_in_waiting_list": 98,
-                    "customer_type": "Transient-Party",
-                    "adr": 57.5,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-03-22"
-                }
-            },
-            {
-                "scenario_id": "426",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 319,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 23,
-                    "arrival_date_day_of_month": 5,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "IRL",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 74.25,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-09-28"
-                }
-            },
-            {
-                "scenario_id": "428",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 78,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 41,
-                    "arrival_date_day_of_month": 9,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "FB",
-                    "country": "ESP",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 134.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 92.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-08-14"
-                }
-            },
-            {
-                "scenario_id": "429",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 169,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 33,
-                    "arrival_date_day_of_month": 13,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 6,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 314.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 141.6,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-02-26"
-                }
-            },
-            {
-                "scenario_id": "430",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 148,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 43,
-                    "arrival_date_day_of_month": 24,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 39.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-06-26"
-                }
-            },
-            {
-                "scenario_id": "431",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 259,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 38,
-                    "arrival_date_day_of_month": 17,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Groups",
-                    "distribution_channel": "Corporate",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 1,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": null,
-                    "company": 223.0,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 40.05,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-01-21"
-                }
-            },
-            {
-                "scenario_id": "435",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 351,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 26,
-                    "arrival_date_day_of_month": 23,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 1.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 62.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-10-21"
-                }
-            },
-            {
-                "scenario_id": "436",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 113,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "December",
-                    "arrival_date_week_number": 50,
-                    "arrival_date_day_of_month": 8,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "NLD",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 2,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 90.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-11-19"
-                }
-            },
-            {
-                "scenario_id": "437",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 68,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 28,
-                    "arrival_date_day_of_month": 11,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "IRL",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 120.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-05-25"
-                }
-            },
-            {
-                "scenario_id": "441",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 35,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 40,
-                    "arrival_date_day_of_month": 26,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 0,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "ESP",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 99.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-08-23"
-                }
-            },
-            {
-                "scenario_id": "443",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 24,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 11,
-                    "arrival_date_day_of_month": 13,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 0,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 66.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 32.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-03-06"
-                }
-            },
-            {
-                "scenario_id": "444",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 66,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 15,
-                    "arrival_date_day_of_month": 9,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 0,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 100.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-02-02"
-                }
-            },
-            {
-                "scenario_id": "446",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 203,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 17,
-                    "arrival_date_day_of_month": 25,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 90.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-01-06"
-                }
-            },
-            {
-                "scenario_id": "448",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 175,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 20,
-                    "arrival_date_day_of_month": 19,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 44.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 90.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-11-25"
-                }
-            },
-            {
-                "scenario_id": "450",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 372,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 29,
-                    "arrival_date_day_of_month": 14,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 1.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 62.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-10-21"
-                }
-            },
-            {
-                "scenario_id": "451",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 336,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 38,
-                    "arrival_date_day_of_month": 18,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 1,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 6.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 109.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-03-25"
-                }
-            },
-            {
-                "scenario_id": "454",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 98,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "November",
-                    "arrival_date_week_number": 48,
-                    "arrival_date_day_of_month": 23,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 2,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "FB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 37.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 84.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-09-14"
-                }
-            },
-            {
-                "scenario_id": "457",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 20,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "February",
-                    "arrival_date_week_number": 7,
-                    "arrival_date_day_of_month": 10,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 4,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "IND",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 63.2,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-02-10"
-                }
-            },
-            {
-                "scenario_id": "458",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 24,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "November",
-                    "arrival_date_week_number": 45,
-                    "arrival_date_day_of_month": 1,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 4,
-                    "adults": 2,
-                    "children": 2.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "SWE",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "F",
-                    "assigned_room_type": "F",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 161.5,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-10-08"
-                }
-            },
-            {
-                "scenario_id": "462",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 55,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 28,
-                    "arrival_date_day_of_month": 7,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Corporate",
-                    "distribution_channel": "Corporate",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": 219.0,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 79.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-07-06"
-                }
-            },
-            {
-                "scenario_id": "463",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 134,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 23,
-                    "arrival_date_day_of_month": 7,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 20.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 110.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-01-24"
-                }
-            },
-            {
-                "scenario_id": "465",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 87,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 39,
-                    "arrival_date_day_of_month": 25,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 1.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 170.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-09-09"
-                }
-            },
-            {
-                "scenario_id": "467",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 9,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "January",
-                    "arrival_date_week_number": 4,
-                    "arrival_date_day_of_month": 20,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 9,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "SAU",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 88.27,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "No-Show",
-                    "reservation_status_date": "2016-01-20"
-                }
-            },
-            {
-                "scenario_id": "468",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 47,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 27,
-                    "arrival_date_day_of_month": 2,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 5,
-                    "adults": 2,
-                    "children": 2.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "G",
-                    "assigned_room_type": "G",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 153.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-06-02"
-                }
-            },
-            {
-                "scenario_id": "471",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 17,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 23,
-                    "arrival_date_day_of_month": 9,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 1.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "PRT",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "E",
-                    "assigned_room_type": "E",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": 250.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 223.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-05-24"
-                }
-            },
-            {
-                "scenario_id": "475",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 41,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 33,
-                    "arrival_date_day_of_month": 12,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 1.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 62.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-08-07"
-                }
-            },
-            {
-                "scenario_id": "478",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 135,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 31,
-                    "arrival_date_day_of_month": 26,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 4,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "BEL",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 89.25,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-03-14"
-                }
-            },
-            {
-                "scenario_id": "482",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 101,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "November",
-                    "arrival_date_week_number": 48,
-                    "arrival_date_day_of_month": 26,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 5,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "BEL",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 37.8,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-09-18"
-                }
-            },
-            {
-                "scenario_id": "483",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 82,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 18,
-                    "arrival_date_day_of_month": 3,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 29.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 130.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-02-10"
-                }
-            },
-            {
-                "scenario_id": "484",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 21,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 37,
-                    "arrival_date_day_of_month": 10,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 6.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 65.55,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-09-07"
-                }
-            },
-            {
-                "scenario_id": "486",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 11,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 20,
-                    "arrival_date_day_of_month": 14,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 0,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "FRA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 120.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-05-04"
-                }
-            },
-            {
-                "scenario_id": "489",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 393,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 41,
-                    "arrival_date_day_of_month": 8,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 68.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 72.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-12-17"
-                }
-            },
-            {
-                "scenario_id": "492",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 2,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 19,
-                    "arrival_date_day_of_month": 8,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 0,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "E",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 152.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 64.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-05-08"
-                }
-            },
-            {
-                "scenario_id": "495",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 331,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 33,
-                    "arrival_date_day_of_month": 19,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 5,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "GBR",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 109.67,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-09-23"
-                }
-            },
-            {
-                "scenario_id": "499",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 1,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "January",
-                    "arrival_date_week_number": 4,
-                    "arrival_date_day_of_month": 21,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 40.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-01-22"
-                }
-            }
-        ],
-        "target_column": "reservation_status",
-        "task_sub_type": "classification",
-        "ranking_ground_truth": {
-            "top_k_ids": [
-                "051",
-                "071",
-                "138",
-                "142",
-                "189",
-                "195",
-                "235",
-                "248",
-                "255",
-                "257",
-                "288",
-                "296",
-                "366",
-                "393",
-                "499"
-            ]
-        },
-        "active_filters": [],
-        "target_class_value": "check-out"
-    },
-    "response": "",
-    "evaluation_score": {}
-}
\ No newline at end of file
+    "active_filters": [],
+    "target_class_value": "check-out"
+  },
+  "response": "",
+  "evaluation_score": {}
+}
diff --git a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_001/current.csv b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_001/current.csv
index 4bae7277a73d82f8df547137f262e0db16c27237..ea04add03f4a0e04a3d8afda28250eacd0eed08f 100644
--- a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_001/current.csv
+++ b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_001/current.csv
@@ -1,201 +1,193 @@
-hotel,is_canceled,lead_time,arrival_date_year,arrival_date_month,arrival_date_week_number,arrival_date_day_of_month,stays_in_weekend_nights,stays_in_week_nights,adults,children,babies,meal,country,market_segment,distribution_channel,is_repeated_guest,previous_cancellations,previous_bookings_not_canceled,reserved_room_type,assigned_room_type,booking_changes,deposit_type,agent,company,days_in_waiting_list,customer_type,adr,required_car_parking_spaces,total_of_special_requests,reservation_status_date
-Resort Hotel,1,175,2017,August,33,14,1,3,2,0.0,0,BB,ITA,Online TA,TA/TO,0,0,0,D,D,2,No Deposit,240.0,,0,Transient,200.0,0,1,2017-03-20
-City Hotel,1,352,2017,May,21,24,0,3,2,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,99.0,0,0,2016-06-19
-City Hotel,1,16,2016,December,53,28,2,4,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,3.0,,0,Transient,76.67,0,0,2016-12-12
-Resort Hotel,1,319,2017,June,23,5,1,3,2,1.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,241.0,,0,Transient,68.08,0,1,2016-10-13
-City Hotel,1,156,2017,April,17,26,0,3,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,37.0,,0,Transient,100.0,0,0,2016-11-21
-Resort Hotel,1,72,2016,June,25,13,1,3,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,116.0,0,0,2016-04-28
-City Hotel,1,11,2017,April,15,14,1,2,2,0.0,0,SC,USA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,138.33,0,0,2017-04-06
-Resort Hotel,1,157,2016,January,5,29,2,5,2,0.0,0,HB,PRT,Online TA,TA/TO,0,0,0,F,F,0,No Deposit,242.0,,0,Transient,88.2,0,1,2016-01-05
-City Hotel,1,36,2017,August,33,16,0,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,10.0,,0,Transient,100.0,0,0,2017-08-16
-City Hotel,1,622,2017,March,12,23,0,1,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,59.0,0,0,2015-10-21
-Resort Hotel,1,253,2015,September,37,12,2,5,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,Non Refund,96.0,,0,Transient,58.95,0,0,2015-06-17
-Resort Hotel,1,1,2016,December,51,13,0,1,1,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,,178.0,0,Transient,4.0,0,0,2016-12-13
-City Hotel,1,301,2016,November,47,18,0,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,20.0,,0,Transient,52.0,0,0,2016-03-15
-City Hotel,1,59,2017,March,10,11,1,1,2,0.0,0,BB,CN,Direct,Direct,0,0,0,A,A,1,No Deposit,14.0,,0,Transient,98.0,0,0,2017-01-16
-Resort Hotel,1,54,2015,September,39,26,2,6,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,242.0,,0,Transient,69.13,0,1,2015-09-16
-City Hotel,1,296,2016,December,53,26,1,5,2,2.0,0,HB,BEL,Online TA,TA/TO,0,0,0,F,F,0,No Deposit,9.0,,0,Transient,196.07,0,1,2016-09-26
-City Hotel,1,295,2015,August,32,8,2,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,No Deposit,1.0,,0,Transient-Party,62.0,0,0,2015-07-06
-City Hotel,1,88,2017,February,7,14,0,3,1,0.0,0,BB,NLD,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,86.4,0,1,2016-11-25
-City Hotel,0,1,2017,February,5,3,0,1,1,0.0,0,SC,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient,93.0,0,0,2017-02-04
-Resort Hotel,1,200,2016,December,51,17,6,12,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,314.0,,0,Transient,38.67,0,0,2016-06-03
-City Hotel,1,166,2016,November,45,1,0,3,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,236.0,,0,Transient,110.0,0,0,2016-07-13
-City Hotel,1,137,2016,January,5,27,0,2,1,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,29.0,,45,Transient,70.0,0,0,2015-10-27
-City Hotel,1,113,2017,May,20,20,2,1,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,34.0,,0,Transient,190.0,0,0,2017-01-27
-City Hotel,1,278,2015,July,30,22,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Transient-Party,62.0,0,0,2015-06-29
-City Hotel,1,43,2017,June,22,3,0,1,3,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,G,G,0,No Deposit,7.0,,0,Transient,212.8,0,1,2017-04-21
-Resort Hotel,1,0,2017,January,4,26,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,1,0,5,A,D,0,No Deposit,,9.0,0,Transient,35.0,0,0,2017-01-26
-City Hotel,1,90,2017,April,14,4,0,4,2,2.0,0,BB,BEL,Online TA,TA/TO,0,0,0,F,F,0,No Deposit,9.0,,0,Transient,189.0,0,0,2017-01-11
-Resort Hotel,1,126,2017,April,16,17,1,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,314.0,,0,Transient,54.0,0,1,2017-04-06
-City Hotel,1,275,2016,October,41,5,1,4,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,44.0,,0,Transient,90.0,0,0,2016-06-20
-City Hotel,0,3,2016,October,42,12,0,4,2,0.0,0,BB,CHE,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,175.0,0,3,2016-10-16
-City Hotel,1,221,2016,June,24,10,1,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,Non Refund,3.0,,15,Transient,80.0,0,0,2015-11-17
-Resort Hotel,1,8,2015,December,49,5,2,1,2,0.0,0,HB,PRT,Groups,TA/TO,0,1,0,A,A,0,No Deposit,38.0,,0,Transient-Party,68.0,0,0,2015-12-01
-City Hotel,1,189,2016,May,21,19,0,3,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,1.0,,0,Transient-Party,65.0,0,0,2016-05-18
-City Hotel,1,211,2017,May,21,21,2,4,2,0.0,0,BB,DNK,Online TA,TA/TO,0,0,0,B,B,1,No Deposit,9.0,,0,Transient,110.75,0,1,2017-01-14
-City Hotel,1,418,2016,September,40,26,1,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,21.0,,223,Transient-Party,75.0,0,0,2016-08-02
-City Hotel,1,93,2015,December,52,26,2,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,1,0,A,A,0,No Deposit,9.0,,0,Contract,106.2,0,1,2015-10-05
-City Hotel,1,130,2017,April,16,21,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,286.0,,0,Transient,95.0,0,0,2016-12-12
-City Hotel,1,283,2015,July,31,27,1,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Contract,62.0,0,0,2015-01-01
-City Hotel,1,444,2016,December,49,1,0,3,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,Non Refund,34.0,,39,Transient,75.0,0,0,2015-10-23
-City Hotel,1,94,2017,August,34,25,1,2,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,86.0,,0,Transient,127.47,0,0,2017-05-29
-Resort Hotel,1,113,2017,May,22,30,0,2,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,100.0,0,0,2017-02-08
-Resort Hotel,1,210,2017,May,18,4,2,5,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,E,E,0,No Deposit,177.0,,0,Transient,90.0,0,1,2016-11-02
-City Hotel,1,262,2016,December,53,26,1,3,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,73.95,0,0,2016-05-29
-City Hotel,1,93,2017,August,33,17,0,3,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,E,E,1,No Deposit,9.0,,0,Transient,190.0,0,1,2017-05-19
-City Hotel,1,166,2016,November,45,1,0,3,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,236.0,,0,Transient,110.0,0,0,2016-07-13
-City Hotel,1,28,2016,October,42,13,0,1,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,234.0,,0,Transient-Party,120.0,0,0,2016-10-07
-City Hotel,1,59,2016,September,39,24,1,1,3,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,168.3,0,0,2016-07-28
-Resort Hotel,1,385,2016,September,39,21,0,4,2,0.0,0,BB,PRT,Groups,Direct,0,0,0,A,A,0,Non Refund,,,0,Transient,66.0,0,0,2015-10-14
-City Hotel,1,304,2016,November,45,3,0,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,21.0,,0,Transient,89.0,0,0,2016-02-01
-City Hotel,1,20,2015,July,30,22,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,1.0,,0,Transient-Party,62.0,0,0,2015-07-17
-Resort Hotel,1,90,2016,July,29,13,0,3,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,175.0,0,0,2016-04-16
-Resort Hotel,1,39,2017,February,6,11,0,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,48.0,0,1,2017-01-09
-Resort Hotel,1,179,2016,August,32,1,2,5,2,0.0,0,FB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,314.0,,0,Transient,146.8,0,2,2016-07-26
-City Hotel,0,13,2016,September,40,27,0,2,1,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,7.0,,0,Transient,126.28,0,0,2016-09-29
-City Hotel,1,95,2016,November,45,5,0,1,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,,,0,Transient-Party,75.0,0,0,2016-10-21
-City Hotel,1,107,2016,June,24,10,0,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,187.0,,0,Transient-Party,130.0,0,0,2016-04-04
-City Hotel,1,158,2016,May,22,24,0,2,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,37.0,,31,Transient,130.0,0,0,2016-01-18
-Resort Hotel,0,78,2016,December,53,31,1,1,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,D,C,1,No Deposit,181.0,,0,Transient-Party,168.0,0,0,2017-01-02
-City Hotel,1,31,2016,February,6,5,0,2,2,0.0,0,SC,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,67.5,0,0,2016-01-05
-Resort Hotel,1,48,2015,July,31,27,1,1,2,0.0,0,HB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,167.0,0,1,2015-06-15
-City Hotel,1,136,2017,March,12,21,0,3,2,0.0,0,BB,AUT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,93.6,0,1,2017-03-02
-City Hotel,1,113,2016,June,27,30,1,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,192.0,,0,Transient,85.0,0,0,2016-03-16
-City Hotel,1,360,2015,October,42,12,1,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Contract,62.0,0,0,2015-01-01
-City Hotel,1,461,2016,October,42,13,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0,2015-10-21
-City Hotel,1,223,2016,June,25,14,0,2,2,0.0,0,HB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,133.0,,40,Transient,135.0,0,0,2015-12-14
-City Hotel,1,14,2016,June,27,28,0,3,2,0.0,0,BB,QAT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,152.67,0,1,2016-06-24
-City Hotel,1,7,2017,April,15,13,0,3,2,0.0,0,SC,HKG,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,160.0,0,1,2017-04-07
-City Hotel,1,309,2016,May,20,12,0,1,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,59.0,0,0,2015-10-21
-Resort Hotel,1,1,2015,November,47,18,0,1,1,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,38.0,0,0,2015-11-18
-City Hotel,1,444,2016,December,49,1,0,3,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,Non Refund,34.0,,39,Transient,75.0,0,0,2015-10-23
-City Hotel,1,245,2016,July,28,6,2,4,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,19.0,,0,Transient,110.0,0,0,2016-02-23
-Resort Hotel,1,73,2015,August,35,25,0,1,1,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,112.5,0,1,2015-06-15
-Resort Hotel,1,181,2016,April,17,22,1,2,1,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,44.1,0,1,2015-12-19
-City Hotel,1,8,2017,July,28,10,1,2,2,1.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,166.67,0,1,2017-07-07
-City Hotel,1,37,2017,March,11,15,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,378.0,,0,Transient,110.0,0,0,2017-02-06
-Resort Hotel,0,16,2015,December,49,3,0,3,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,46.4,0,1,2015-12-06
-City Hotel,1,21,2016,September,39,18,2,1,2,0.0,0,SC,MYS,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,129.0,0,1,2016-09-09
-City Hotel,0,133,2017,April,16,19,0,4,2,0.0,0,BB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,390.0,,0,Transient-Party,124.0,0,0,2017-04-23
-Resort Hotel,1,209,2017,January,4,28,1,1,2,0.0,0,BB,BRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,37.8,0,0,2016-07-29
-City Hotel,1,165,2017,May,20,19,2,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,,,0,Transient,225.0,0,0,2017-01-12
-City Hotel,1,155,2017,June,25,24,2,1,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,30.0,,26,Transient,120.0,0,0,2017-02-15
-City Hotel,1,317,2016,September,37,9,1,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,Non Refund,58.0,,56,Transient,90.0,0,0,2015-12-23
-City Hotel,1,198,2015,December,49,5,2,1,2,0.0,0,HB,ESP,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,90.0,0,0,2015-10-23
-Resort Hotel,1,13,2016,August,33,12,0,2,2,0.0,0,HB,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,256.0,0,0,2016-07-31
-City Hotel,1,168,2016,April,17,22,1,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,26.0,,77,Transient,85.0,0,0,2016-01-22
-City Hotel,1,226,2017,July,28,9,2,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,,,0,Transient,110.0,0,0,2016-11-25
-City Hotel,1,166,2016,November,45,1,0,3,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,236.0,,0,Transient,110.0,0,0,2016-07-13
-City Hotel,1,92,2017,March,11,15,0,3,2,0.0,0,BB,PRT,Groups,Direct,0,0,0,A,A,0,Non Refund,,,0,Transient,85.0,0,0,2016-12-13
-City Hotel,1,193,2017,July,30,24,1,3,2,1.0,0,BB,BEL,Online TA,TA/TO,0,0,0,A,A,2,No Deposit,9.0,,0,Transient,152.63,0,3,2017-02-10
-City Hotel,1,60,2017,March,13,30,1,3,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,104.4,0,0,2017-03-19
-City Hotel,0,277,2017,July,29,17,1,2,2,1.0,0,BB,USA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient-Party,123.3,0,1,2017-07-20
-City Hotel,1,275,2016,April,17,17,2,0,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,12.0,,0,Transient,110.0,0,0,2015-08-04
-Resort Hotel,1,185,2016,April,17,18,1,1,2,0.0,0,HB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,298.0,,0,Transient-Party,86.0,0,0,2016-03-18
-Resort Hotel,1,6,2017,May,18,5,2,3,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,G,G,2,No Deposit,250.0,,0,Transient,195.0,0,0,2017-04-29
-City Hotel,1,301,2015,August,33,14,0,2,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,Non Refund,6.0,,0,Transient-Party,101.5,0,0,2015-07-06
-Resort Hotel,0,123,2016,October,43,21,2,3,2,0.0,0,BB,SWE,Groups,Corporate,0,0,0,E,E,3,No Deposit,,,0,Transient-Party,75.0,1,0,2016-10-26
-City Hotel,1,89,2015,September,40,27,1,0,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,170.0,0,0,2015-09-22
-City Hotel,1,254,2016,September,39,24,1,1,2,0.0,0,HB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,96.0,0,0,2016-03-01
-City Hotel,0,12,2015,December,49,5,1,1,2,0.0,0,BB,ESP,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,28.0,,0,Transient,55.0,0,0,2015-12-07
-Resort Hotel,1,138,2017,August,32,7,1,3,2,1.0,0,HB,CHE,Online TA,TA/TO,0,0,0,C,C,1,No Deposit,240.0,,0,Transient,298.0,0,0,2017-04-08
-City Hotel,0,31,2016,May,20,13,0,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,16.0,,0,Transient,105.3,0,0,2016-05-15
-City Hotel,1,207,2015,September,40,29,0,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,No Deposit,20.0,,0,Transient,48.0,0,0,2015-07-23
-City Hotel,1,35,2015,September,39,25,2,3,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,170.0,0,0,2015-09-09
-City Hotel,1,18,2017,May,21,21,2,2,2,0.0,0,SC,FRA,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient,137.5,0,0,2017-05-21
-Resort Hotel,1,77,2017,April,15,12,0,3,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,81.67,0,0,2017-01-25
-City Hotel,1,61,2016,April,16,11,1,3,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,76.58,0,0,2016-02-11
-Resort Hotel,1,202,2017,May,18,4,0,1,2,0.0,0,HB,PRT,Groups,TA/TO,0,0,0,D,D,0,No Deposit,251.0,,0,Transient-Party,90.0,0,0,2017-02-07
-City Hotel,1,303,2017,April,14,6,0,3,2,2.0,0,BB,TUR,Online TA,TA/TO,0,0,0,F,F,0,No Deposit,9.0,,0,Transient,181.8,0,1,2017-01-16
-City Hotel,1,67,2017,March,11,14,0,3,2,0.0,0,BB,NLD,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,106.2,0,0,2017-01-31
-Resort Hotel,0,124,2016,August,34,17,0,4,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,240.0,,0,Transient,191.0,0,1,2016-08-21
-City Hotel,1,476,2017,July,28,15,2,1,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,229.0,,0,Transient-Party,112.67,0,0,2017-07-03
-City Hotel,1,180,2015,October,42,16,0,1,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,3.0,,0,Transient,70.0,0,0,2015-08-31
-City Hotel,0,115,2016,June,26,19,2,3,2,0.0,0,BB,GBR,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient,101.66,0,1,2016-06-24
-City Hotel,1,33,2016,September,37,8,2,3,2,0.0,0,BB,ITA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,135.9,0,0,2016-08-08
-Resort Hotel,1,49,2015,September,38,19,1,1,2,0.0,0,BB,,Direct,Direct,0,0,0,E,F,0,No Deposit,,,0,Transient,99.0,0,0,2015-09-19
-City Hotel,1,30,2015,October,41,7,0,3,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,8.0,,0,Transient,94.5,0,2,2015-10-07
-Resort Hotel,1,19,2017,July,30,28,0,2,2,0.0,0,BB,AGO,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,184.5,0,2,2017-07-28
-City Hotel,1,16,2016,May,23,29,1,0,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,111.0,0,0,2016-05-13
-City Hotel,1,149,2017,June,25,24,0,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,,,0,Transient-Party,130.0,0,0,2017-06-23
-City Hotel,1,55,2017,March,10,5,2,0,1,0.0,0,BB,ARG,Online TA,TA/TO,0,0,0,A,A,2,No Deposit,9.0,,0,Transient,94.0,0,1,2017-01-19
-City Hotel,1,278,2016,August,33,11,0,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Transient,65.0,0,0,2015-12-18
-City Hotel,1,32,2016,February,6,5,1,2,1,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,72.9,0,0,2016-01-04
-Resort Hotel,1,47,2016,November,45,5,2,5,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,F,F,0,No Deposit,250.0,,0,Transient,88.96,0,0,2016-09-20
-Resort Hotel,1,36,2017,January,5,30,1,2,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,2,No Deposit,240.0,,0,Transient,48.0,0,1,2017-01-13
-Resort Hotel,1,279,2017,June,25,22,2,4,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,80.1,0,1,2017-03-08
-City Hotel,1,59,2017,January,4,23,1,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,326.0,,0,Transient,80.0,0,0,2016-11-25
-Resort Hotel,1,34,2016,January,3,15,0,2,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,44.8,0,1,2015-12-26
-City Hotel,1,250,2017,May,21,24,0,4,2,0.0,0,BB,SWE,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,125.1,0,1,2017-04-01
-City Hotel,1,5,2016,March,13,23,0,1,2,0.0,0,SC,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,89.0,0,0,2016-03-18
-City Hotel,1,365,2015,October,42,17,1,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Transient,62.8,0,0,2015-01-30
-Resort Hotel,1,121,2016,December,51,16,2,2,2,0.0,0,HB,ESP,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,73.8,0,2,2016-10-24
-City Hotel,1,38,2017,January,2,14,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,Non Refund,,67.0,0,Transient,75.0,0,0,2016-12-07
-City Hotel,1,86,2015,October,40,3,2,1,2,0.0,0,HB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,1.0,,0,Transient-Party,86.0,0,0,2015-09-28
-City Hotel,1,134,2017,June,26,29,0,3,2,0.0,0,SC,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,95.7,0,0,2017-02-15
-City Hotel,1,70,2017,January,1,3,0,4,2,1.0,0,BB,ITA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,105.4,0,1,2016-12-01
-City Hotel,1,297,2015,August,33,10,1,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Transient-Party,62.0,0,0,2015-07-02
-City Hotel,0,3,2016,October,43,16,1,0,1,0.0,0,SC,KOR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,,,0,Transient,120.0,0,1,2016-10-17
-City Hotel,1,38,2017,January,2,14,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,Non Refund,,67.0,0,Transient,75.0,0,0,2016-12-07
-City Hotel,1,44,2016,February,8,17,0,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,44.0,,3,Transient,75.0,0,0,2016-01-16
-City Hotel,1,264,2017,July,28,12,1,4,1,0.0,0,SC,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,8.0,,0,Transient,80.09,0,2,2017-04-02
-Resort Hotel,1,173,2016,September,40,27,2,5,2,0.0,0,BB,ITA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,92.14,0,0,2016-04-08
-City Hotel,1,337,2016,June,24,9,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0,2015-10-21
-City Hotel,1,28,2017,April,16,18,0,3,3,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,9.0,,0,Transient,214.0,0,0,2017-03-23
-City Hotel,1,29,2017,June,22,3,2,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,229.0,,0,Transient-Party,112.67,0,0,2017-05-22
-City Hotel,1,69,2016,October,44,25,0,3,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,69.99,0,0,2016-08-17
-City Hotel,1,18,2017,February,5,3,1,2,2,0.0,0,SC,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,88.0,0,0,2017-02-03
-City Hotel,1,101,2016,June,27,27,1,5,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,,,0,Transient,140.0,0,0,2016-05-06
-City Hotel,1,162,2016,October,42,14,2,2,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,34.0,,0,Transient,115.0,0,0,2016-08-11
-City Hotel,1,166,2016,November,45,1,0,3,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,236.0,,0,Transient,110.0,0,0,2016-07-13
-Resort Hotel,0,123,2016,November,48,25,0,2,2,0.0,0,HB,PRT,Online TA,TA/TO,1,0,2,A,D,0,No Deposit,240.0,,0,Transient,64.8,0,1,2016-11-27
-Resort Hotel,1,90,2016,April,17,19,4,10,2,0.0,0,HB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,90.14,0,2,2016-04-01
-City Hotel,1,273,2016,May,20,13,1,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,21.0,,0,Transient,95.0,0,0,2015-12-18
-City Hotel,1,358,2015,October,41,10,1,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0,2015-07-23
-City Hotel,1,260,2015,July,27,4,2,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Transient-Party,62.0,0,0,2015-06-16
-City Hotel,1,161,2017,February,7,13,1,3,2,0.0,0,SC,PRT,Online TA,TA/TO,0,0,0,A,A,2,No Deposit,8.0,,0,Transient,74.8,0,1,2017-01-06
-Resort Hotel,1,245,2015,September,39,25,0,1,2,0.0,0,HB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,248.0,,0,Transient,80.0,0,0,2015-07-31
-City Hotel,1,36,2017,July,30,27,1,3,2,0.0,0,SC,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,85.0,,0,Transient,79.0,0,0,2017-07-18
-City Hotel,1,87,2017,February,7,17,0,2,2,0.0,0,SC,CHN,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,71.28,0,0,2016-12-08
-Resort Hotel,1,180,2015,August,33,9,4,9,2,0.0,0,BB,PRT,Online TA,TA/TO,0,1,0,A,A,0,No Deposit,240.0,,0,Transient,134.0,0,0,2015-02-11
-Resort Hotel,1,63,2016,December,50,9,0,2,1,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,D,0,No Deposit,339.0,,0,Transient,26.64,0,0,2016-12-05
-City Hotel,1,111,2017,March,12,20,4,10,1,0.0,0,BB,AGO,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,78.26,0,0,2017-03-20
-City Hotel,1,8,2016,February,8,15,1,2,1,0.0,0,BB,CHE,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,85.0,0,0,2016-02-09
-City Hotel,1,198,2016,May,21,20,0,1,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,B,1,No Deposit,1.0,,98,Transient-Party,57.5,0,0,2016-03-22
-Resort Hotel,1,319,2017,June,23,5,1,3,2,0.0,0,BB,IRL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,74.25,0,0,2016-09-28
-Resort Hotel,1,78,2015,October,41,9,1,2,2,0.0,0,FB,ESP,Groups,TA/TO,0,0,0,A,A,0,Non Refund,134.0,,0,Transient,92.0,0,0,2015-08-14
-Resort Hotel,1,169,2016,August,33,13,2,6,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,314.0,,0,Transient,141.6,0,0,2016-02-26
-Resort Hotel,1,148,2015,October,43,24,0,1,1,0.0,0,BB,PRT,Groups,Direct,0,0,0,A,A,0,Non Refund,,,0,Transient,39.0,0,0,2015-06-26
-Resort Hotel,1,259,2015,September,38,17,0,3,2,0.0,0,BB,GBR,Groups,Corporate,0,1,0,A,A,0,Non Refund,,223.0,0,Transient,40.05,0,0,2015-01-21
-City Hotel,1,351,2016,June,26,23,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0,2015-10-21
-City Hotel,1,113,2016,December,50,8,0,1,2,0.0,0,BB,NLD,Online TA,TA/TO,0,0,0,A,A,2,No Deposit,9.0,,0,Transient,90.0,0,1,2016-11-19
-City Hotel,1,68,2017,July,28,11,0,2,2,0.0,0,SC,IRL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,120.0,0,1,2017-05-25
-City Hotel,1,35,2016,September,40,26,1,0,2,0.0,0,SC,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,99.0,0,0,2016-08-23
-Resort Hotel,1,24,2017,March,11,13,1,0,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,66.0,,0,Transient-Party,32.0,0,0,2017-03-06
-City Hotel,1,66,2017,April,15,9,2,0,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,,,0,Transient,100.0,0,0,2017-02-02
-Resort Hotel,1,203,2017,April,17,25,0,2,2,0.0,0,HB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,,,0,Transient-Party,90.0,0,0,2017-01-06
-City Hotel,1,175,2017,May,20,19,0,1,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,44.0,,0,Transient,90.0,0,0,2016-11-25
-City Hotel,1,372,2016,July,29,14,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0,2015-10-21
-City Hotel,1,336,2015,September,38,18,0,2,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,Non Refund,6.0,,0,Transient-Party,109.0,0,0,2015-03-25
-City Hotel,1,98,2015,November,48,23,1,2,1,0.0,0,FB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,37.0,,0,Transient-Party,84.0,0,0,2015-09-14
-City Hotel,1,20,2016,February,7,10,0,4,2,0.0,0,SC,IND,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,63.2,0,0,2016-02-10
-City Hotel,1,24,2016,November,45,1,0,4,2,2.0,0,BB,SWE,Online TA,TA/TO,0,0,0,F,F,0,No Deposit,9.0,,0,Transient,161.5,0,0,2016-10-08
-City Hotel,1,55,2016,July,28,7,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,219.0,0,Transient-Party,79.0,0,0,2016-07-06
-City Hotel,1,134,2017,June,23,7,0,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,20.0,,0,Transient,110.0,0,0,2017-01-24
-City Hotel,1,156,2017,April,17,26,0,3,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,37.0,,0,Transient,100.0,0,0,2016-11-21
-City Hotel,1,87,2015,September,39,25,2,3,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,170.0,0,0,2015-09-09
-City Hotel,1,9,2016,January,4,20,2,9,2,0.0,0,BB,SAU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,88.27,0,0,2016-01-20
-Resort Hotel,1,47,2015,July,27,2,2,5,2,2.0,0,BB,PRT,Online TA,TA/TO,0,0,0,G,G,0,No Deposit,240.0,,0,Transient,153.0,0,0,2015-06-02
-Resort Hotel,1,17,2017,June,23,9,2,3,2,1.0,0,HB,PRT,Direct,Direct,0,0,0,E,E,1,No Deposit,250.0,,0,Transient,223.0,0,0,2017-05-24
-City Hotel,1,41,2015,August,33,12,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,1.0,,0,Transient-Party,62.0,0,0,2015-08-07
-City Hotel,1,360,2015,October,42,12,1,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Contract,62.0,0,0,2015-01-01
-City Hotel,1,135,2016,July,31,26,0,4,2,0.0,0,SC,BEL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,89.25,0,0,2016-03-14
-City Hotel,1,444,2016,December,49,1,0,3,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,Non Refund,34.0,,39,Transient,75.0,0,0,2015-10-23
-Resort Hotel,1,101,2016,November,48,26,2,5,2,0.0,0,BB,BEL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,37.8,0,0,2016-09-18
-City Hotel,1,82,2017,May,18,3,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,29.0,,0,Transient,130.0,0,0,2017-02-10
-City Hotel,1,21,2015,September,37,10,1,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient,65.55,0,0,2015-09-07
-City Hotel,1,11,2017,May,20,14,2,0,2,0.0,0,SC,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,120.0,0,1,2017-05-04
-Resort Hotel,1,393,2016,October,41,8,2,2,2,0.0,0,HB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,68.0,,0,Transient,72.0,0,0,2015-12-17
-Resort Hotel,1,2,2017,May,19,8,1,0,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,E,0,No Deposit,152.0,,0,Transient,64.0,0,1,2017-05-08
-City Hotel,1,331,2017,August,33,19,2,5,1,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,109.67,0,0,2016-09-23
-Resort Hotel,0,1,2016,January,4,21,0,1,1,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,40.0,0,1,2016-01-22
+hotel,lead_time,arrival_date_year,arrival_date_month,arrival_date_week_number,arrival_date_day_of_month,stays_in_weekend_nights,stays_in_week_nights,adults,children,babies,meal,country,market_segment,distribution_channel,is_repeated_guest,previous_cancellations,previous_bookings_not_canceled,reserved_room_type,assigned_room_type,booking_changes,deposit_type,agent,company,days_in_waiting_list,customer_type,adr,required_car_parking_spaces,total_of_special_requests
+Resort Hotel,175,2017,August,33,14,1,3,2,0.0,0,BB,ITA,Online TA,TA/TO,0,0,0,D,D,2,No Deposit,240.0,,0,Transient,200.0,0,1
+City Hotel,352,2017,May,21,24,0,3,2,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,99.0,0,0
+City Hotel,16,2016,December,53,28,2,4,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,3.0,,0,Transient,76.67,0,0
+Resort Hotel,319,2017,June,23,5,1,3,2,1.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,241.0,,0,Transient,68.08,0,1
+City Hotel,156,2017,April,17,26,0,3,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,37.0,,0,Transient,100.0,0,0
+Resort Hotel,72,2016,June,25,13,1,3,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,116.0,0,0
+City Hotel,11,2017,April,15,14,1,2,2,0.0,0,SC,USA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,138.33,0,0
+Resort Hotel,157,2016,January,5,29,2,5,2,0.0,0,HB,PRT,Online TA,TA/TO,0,0,0,F,F,0,No Deposit,242.0,,0,Transient,88.2,0,1
+City Hotel,36,2017,August,33,16,0,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,10.0,,0,Transient,100.0,0,0
+City Hotel,622,2017,March,12,23,0,1,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,59.0,0,0
+Resort Hotel,253,2015,September,37,12,2,5,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,Non Refund,96.0,,0,Transient,58.95,0,0
+Resort Hotel,1,2016,December,51,13,0,1,1,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,,178.0,0,Transient,4.0,0,0
+City Hotel,301,2016,November,47,18,0,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,20.0,,0,Transient,52.0,0,0
+City Hotel,59,2017,March,10,11,1,1,2,0.0,0,BB,CN,Direct,Direct,0,0,0,A,A,1,No Deposit,14.0,,0,Transient,98.0,0,0
+Resort Hotel,54,2015,September,39,26,2,6,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,242.0,,0,Transient,69.13,0,1
+City Hotel,296,2016,December,53,26,1,5,2,2.0,0,HB,BEL,Online TA,TA/TO,0,0,0,F,F,0,No Deposit,9.0,,0,Transient,196.07,0,1
+City Hotel,295,2015,August,32,8,2,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,No Deposit,1.0,,0,Transient-Party,62.0,0,0
+City Hotel,88,2017,February,7,14,0,3,1,0.0,0,BB,NLD,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,86.4,0,1
+City Hotel,1,2017,February,5,3,0,1,1,0.0,0,SC,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient,93.0,0,0
+Resort Hotel,200,2016,December,51,17,6,12,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,314.0,,0,Transient,38.67,0,0
+City Hotel,166,2016,November,45,1,0,3,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,236.0,,0,Transient,110.0,0,0
+City Hotel,137,2016,January,5,27,0,2,1,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,29.0,,45,Transient,70.0,0,0
+City Hotel,113,2017,May,20,20,2,1,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,34.0,,0,Transient,190.0,0,0
+City Hotel,278,2015,July,30,22,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Transient-Party,62.0,0,0
+City Hotel,43,2017,June,22,3,0,1,3,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,G,G,0,No Deposit,7.0,,0,Transient,212.8,0,1
+Resort Hotel,0,2017,January,4,26,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,1,0,5,A,D,0,No Deposit,,9.0,0,Transient,35.0,0,0
+City Hotel,90,2017,April,14,4,0,4,2,2.0,0,BB,BEL,Online TA,TA/TO,0,0,0,F,F,0,No Deposit,9.0,,0,Transient,189.0,0,0
+Resort Hotel,126,2017,April,16,17,1,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,314.0,,0,Transient,54.0,0,1
+City Hotel,275,2016,October,41,5,1,4,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,44.0,,0,Transient,90.0,0,0
+City Hotel,3,2016,October,42,12,0,4,2,0.0,0,BB,CHE,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,175.0,0,3
+City Hotel,221,2016,June,24,10,1,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,Non Refund,3.0,,15,Transient,80.0,0,0
+Resort Hotel,8,2015,December,49,5,2,1,2,0.0,0,HB,PRT,Groups,TA/TO,0,1,0,A,A,0,No Deposit,38.0,,0,Transient-Party,68.0,0,0
+City Hotel,189,2016,May,21,19,0,3,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,1.0,,0,Transient-Party,65.0,0,0
+City Hotel,211,2017,May,21,21,2,4,2,0.0,0,BB,DNK,Online TA,TA/TO,0,0,0,B,B,1,No Deposit,9.0,,0,Transient,110.75,0,1
+City Hotel,418,2016,September,40,26,1,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,21.0,,223,Transient-Party,75.0,0,0
+City Hotel,93,2015,December,52,26,2,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,1,0,A,A,0,No Deposit,9.0,,0,Contract,106.2,0,1
+City Hotel,130,2017,April,16,21,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,286.0,,0,Transient,95.0,0,0
+City Hotel,283,2015,July,31,27,1,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Contract,62.0,0,0
+City Hotel,444,2016,December,49,1,0,3,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,Non Refund,34.0,,39,Transient,75.0,0,0
+City Hotel,94,2017,August,34,25,1,2,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,86.0,,0,Transient,127.47,0,0
+Resort Hotel,113,2017,May,22,30,0,2,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,100.0,0,0
+Resort Hotel,210,2017,May,18,4,2,5,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,E,E,0,No Deposit,177.0,,0,Transient,90.0,0,1
+City Hotel,262,2016,December,53,26,1,3,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,73.95,0,0
+City Hotel,93,2017,August,33,17,0,3,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,E,E,1,No Deposit,9.0,,0,Transient,190.0,0,1
+City Hotel,28,2016,October,42,13,0,1,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,234.0,,0,Transient-Party,120.0,0,0
+City Hotel,59,2016,September,39,24,1,1,3,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,168.3,0,0
+Resort Hotel,385,2016,September,39,21,0,4,2,0.0,0,BB,PRT,Groups,Direct,0,0,0,A,A,0,Non Refund,,,0,Transient,66.0,0,0
+City Hotel,304,2016,November,45,3,0,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,21.0,,0,Transient,89.0,0,0
+City Hotel,20,2015,July,30,22,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,1.0,,0,Transient-Party,62.0,0,0
+Resort Hotel,90,2016,July,29,13,0,3,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,175.0,0,0
+Resort Hotel,39,2017,February,6,11,0,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,48.0,0,1
+Resort Hotel,179,2016,August,32,1,2,5,2,0.0,0,FB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,314.0,,0,Transient,146.8,0,2
+City Hotel,13,2016,September,40,27,0,2,1,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,7.0,,0,Transient,126.28,0,0
+City Hotel,95,2016,November,45,5,0,1,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,,,0,Transient-Party,75.0,0,0
+City Hotel,107,2016,June,24,10,0,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,187.0,,0,Transient-Party,130.0,0,0
+City Hotel,158,2016,May,22,24,0,2,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,37.0,,31,Transient,130.0,0,0
+Resort Hotel,78,2016,December,53,31,1,1,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,D,C,1,No Deposit,181.0,,0,Transient-Party,168.0,0,0
+City Hotel,31,2016,February,6,5,0,2,2,0.0,0,SC,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,67.5,0,0
+Resort Hotel,48,2015,July,31,27,1,1,2,0.0,0,HB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,167.0,0,1
+City Hotel,136,2017,March,12,21,0,3,2,0.0,0,BB,AUT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,93.6,0,1
+City Hotel,113,2016,June,27,30,1,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,192.0,,0,Transient,85.0,0,0
+City Hotel,360,2015,October,42,12,1,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Contract,62.0,0,0
+City Hotel,461,2016,October,42,13,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0
+City Hotel,223,2016,June,25,14,0,2,2,0.0,0,HB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,133.0,,40,Transient,135.0,0,0
+City Hotel,14,2016,June,27,28,0,3,2,0.0,0,BB,QAT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,152.67,0,1
+City Hotel,7,2017,April,15,13,0,3,2,0.0,0,SC,HKG,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,160.0,0,1
+City Hotel,309,2016,May,20,12,0,1,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,59.0,0,0
+Resort Hotel,1,2015,November,47,18,0,1,1,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,38.0,0,0
+City Hotel,245,2016,July,28,6,2,4,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,19.0,,0,Transient,110.0,0,0
+Resort Hotel,73,2015,August,35,25,0,1,1,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,112.5,0,1
+Resort Hotel,181,2016,April,17,22,1,2,1,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,44.1,0,1
+City Hotel,8,2017,July,28,10,1,2,2,1.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,166.67,0,1
+City Hotel,37,2017,March,11,15,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,378.0,,0,Transient,110.0,0,0
+Resort Hotel,16,2015,December,49,3,0,3,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,46.4,0,1
+City Hotel,21,2016,September,39,18,2,1,2,0.0,0,SC,MYS,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,129.0,0,1
+City Hotel,133,2017,April,16,19,0,4,2,0.0,0,BB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,390.0,,0,Transient-Party,124.0,0,0
+Resort Hotel,209,2017,January,4,28,1,1,2,0.0,0,BB,BRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,37.8,0,0
+City Hotel,165,2017,May,20,19,2,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,,,0,Transient,225.0,0,0
+City Hotel,155,2017,June,25,24,2,1,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,30.0,,26,Transient,120.0,0,0
+City Hotel,317,2016,September,37,9,1,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,Non Refund,58.0,,56,Transient,90.0,0,0
+City Hotel,198,2015,December,49,5,2,1,2,0.0,0,HB,ESP,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,90.0,0,0
+Resort Hotel,13,2016,August,33,12,0,2,2,0.0,0,HB,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,256.0,0,0
+City Hotel,168,2016,April,17,22,1,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,26.0,,77,Transient,85.0,0,0
+City Hotel,226,2017,July,28,9,2,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,,,0,Transient,110.0,0,0
+City Hotel,92,2017,March,11,15,0,3,2,0.0,0,BB,PRT,Groups,Direct,0,0,0,A,A,0,Non Refund,,,0,Transient,85.0,0,0
+City Hotel,193,2017,July,30,24,1,3,2,1.0,0,BB,BEL,Online TA,TA/TO,0,0,0,A,A,2,No Deposit,9.0,,0,Transient,152.63,0,3
+City Hotel,60,2017,March,13,30,1,3,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,104.4,0,0
+City Hotel,277,2017,July,29,17,1,2,2,1.0,0,BB,USA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient-Party,123.3,0,1
+City Hotel,275,2016,April,17,17,2,0,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,12.0,,0,Transient,110.0,0,0
+Resort Hotel,185,2016,April,17,18,1,1,2,0.0,0,HB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,298.0,,0,Transient-Party,86.0,0,0
+Resort Hotel,6,2017,May,18,5,2,3,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,G,G,2,No Deposit,250.0,,0,Transient,195.0,0,0
+City Hotel,301,2015,August,33,14,0,2,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,Non Refund,6.0,,0,Transient-Party,101.5,0,0
+Resort Hotel,123,2016,October,43,21,2,3,2,0.0,0,BB,SWE,Groups,Corporate,0,0,0,E,E,3,No Deposit,,,0,Transient-Party,75.0,1,0
+City Hotel,89,2015,September,40,27,1,0,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,170.0,0,0
+City Hotel,254,2016,September,39,24,1,1,2,0.0,0,HB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,96.0,0,0
+City Hotel,12,2015,December,49,5,1,1,2,0.0,0,BB,ESP,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,28.0,,0,Transient,55.0,0,0
+Resort Hotel,138,2017,August,32,7,1,3,2,1.0,0,HB,CHE,Online TA,TA/TO,0,0,0,C,C,1,No Deposit,240.0,,0,Transient,298.0,0,0
+City Hotel,31,2016,May,20,13,0,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,16.0,,0,Transient,105.3,0,0
+City Hotel,207,2015,September,40,29,0,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,No Deposit,20.0,,0,Transient,48.0,0,0
+City Hotel,35,2015,September,39,25,2,3,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,170.0,0,0
+City Hotel,18,2017,May,21,21,2,2,2,0.0,0,SC,FRA,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient,137.5,0,0
+Resort Hotel,77,2017,April,15,12,0,3,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,81.67,0,0
+City Hotel,61,2016,April,16,11,1,3,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,76.58,0,0
+Resort Hotel,202,2017,May,18,4,0,1,2,0.0,0,HB,PRT,Groups,TA/TO,0,0,0,D,D,0,No Deposit,251.0,,0,Transient-Party,90.0,0,0
+City Hotel,303,2017,April,14,6,0,3,2,2.0,0,BB,TUR,Online TA,TA/TO,0,0,0,F,F,0,No Deposit,9.0,,0,Transient,181.8,0,1
+City Hotel,67,2017,March,11,14,0,3,2,0.0,0,BB,NLD,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,106.2,0,0
+Resort Hotel,124,2016,August,34,17,0,4,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,240.0,,0,Transient,191.0,0,1
+City Hotel,476,2017,July,28,15,2,1,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,229.0,,0,Transient-Party,112.67,0,0
+City Hotel,180,2015,October,42,16,0,1,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,3.0,,0,Transient,70.0,0,0
+City Hotel,115,2016,June,26,19,2,3,2,0.0,0,BB,GBR,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient,101.66,0,1
+City Hotel,33,2016,September,37,8,2,3,2,0.0,0,BB,ITA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,135.9,0,0
+Resort Hotel,49,2015,September,38,19,1,1,2,0.0,0,BB,,Direct,Direct,0,0,0,E,F,0,No Deposit,,,0,Transient,99.0,0,0
+City Hotel,30,2015,October,41,7,0,3,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,8.0,,0,Transient,94.5,0,2
+Resort Hotel,19,2017,July,30,28,0,2,2,0.0,0,BB,AGO,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,184.5,0,2
+City Hotel,16,2016,May,23,29,1,0,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,111.0,0,0
+City Hotel,149,2017,June,25,24,0,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,,,0,Transient-Party,130.0,0,0
+City Hotel,55,2017,March,10,5,2,0,1,0.0,0,BB,ARG,Online TA,TA/TO,0,0,0,A,A,2,No Deposit,9.0,,0,Transient,94.0,0,1
+City Hotel,278,2016,August,33,11,0,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Transient,65.0,0,0
+City Hotel,32,2016,February,6,5,1,2,1,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,72.9,0,0
+Resort Hotel,47,2016,November,45,5,2,5,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,F,F,0,No Deposit,250.0,,0,Transient,88.96,0,0
+Resort Hotel,36,2017,January,5,30,1,2,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,2,No Deposit,240.0,,0,Transient,48.0,0,1
+Resort Hotel,279,2017,June,25,22,2,4,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,80.1,0,1
+City Hotel,59,2017,January,4,23,1,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,326.0,,0,Transient,80.0,0,0
+Resort Hotel,34,2016,January,3,15,0,2,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,44.8,0,1
+City Hotel,250,2017,May,21,24,0,4,2,0.0,0,BB,SWE,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,125.1,0,1
+City Hotel,5,2016,March,13,23,0,1,2,0.0,0,SC,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,89.0,0,0
+City Hotel,365,2015,October,42,17,1,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Transient,62.8,0,0
+Resort Hotel,121,2016,December,51,16,2,2,2,0.0,0,HB,ESP,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,73.8,0,2
+City Hotel,38,2017,January,2,14,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,Non Refund,,67.0,0,Transient,75.0,0,0
+City Hotel,86,2015,October,40,3,2,1,2,0.0,0,HB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,1.0,,0,Transient-Party,86.0,0,0
+City Hotel,134,2017,June,26,29,0,3,2,0.0,0,SC,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,95.7,0,0
+City Hotel,70,2017,January,1,3,0,4,2,1.0,0,BB,ITA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,105.4,0,1
+City Hotel,297,2015,August,33,10,1,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Transient-Party,62.0,0,0
+City Hotel,3,2016,October,43,16,1,0,1,0.0,0,SC,KOR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,,,0,Transient,120.0,0,1
+City Hotel,44,2016,February,8,17,0,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,44.0,,3,Transient,75.0,0,0
+City Hotel,264,2017,July,28,12,1,4,1,0.0,0,SC,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,8.0,,0,Transient,80.09,0,2
+Resort Hotel,173,2016,September,40,27,2,5,2,0.0,0,BB,ITA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,92.14,0,0
+City Hotel,337,2016,June,24,9,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0
+City Hotel,28,2017,April,16,18,0,3,3,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,9.0,,0,Transient,214.0,0,0
+City Hotel,29,2017,June,22,3,2,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,229.0,,0,Transient-Party,112.67,0,0
+City Hotel,69,2016,October,44,25,0,3,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,69.99,0,0
+City Hotel,18,2017,February,5,3,1,2,2,0.0,0,SC,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,88.0,0,0
+City Hotel,101,2016,June,27,27,1,5,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,,,0,Transient,140.0,0,0
+City Hotel,162,2016,October,42,14,2,2,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,34.0,,0,Transient,115.0,0,0
+Resort Hotel,123,2016,November,48,25,0,2,2,0.0,0,HB,PRT,Online TA,TA/TO,1,0,2,A,D,0,No Deposit,240.0,,0,Transient,64.8,0,1
+Resort Hotel,90,2016,April,17,19,4,10,2,0.0,0,HB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,90.14,0,2
+City Hotel,273,2016,May,20,13,1,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,21.0,,0,Transient,95.0,0,0
+City Hotel,358,2015,October,41,10,1,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0
+City Hotel,260,2015,July,27,4,2,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Transient-Party,62.0,0,0
+City Hotel,161,2017,February,7,13,1,3,2,0.0,0,SC,PRT,Online TA,TA/TO,0,0,0,A,A,2,No Deposit,8.0,,0,Transient,74.8,0,1
+Resort Hotel,245,2015,September,39,25,0,1,2,0.0,0,HB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,248.0,,0,Transient,80.0,0,0
+City Hotel,36,2017,July,30,27,1,3,2,0.0,0,SC,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,85.0,,0,Transient,79.0,0,0
+City Hotel,87,2017,February,7,17,0,2,2,0.0,0,SC,CHN,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,71.28,0,0
+Resort Hotel,180,2015,August,33,9,4,9,2,0.0,0,BB,PRT,Online TA,TA/TO,0,1,0,A,A,0,No Deposit,240.0,,0,Transient,134.0,0,0
+Resort Hotel,63,2016,December,50,9,0,2,1,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,D,0,No Deposit,339.0,,0,Transient,26.64,0,0
+City Hotel,111,2017,March,12,20,4,10,1,0.0,0,BB,AGO,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,78.26,0,0
+City Hotel,8,2016,February,8,15,1,2,1,0.0,0,BB,CHE,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,85.0,0,0
+City Hotel,198,2016,May,21,20,0,1,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,B,1,No Deposit,1.0,,98,Transient-Party,57.5,0,0
+Resort Hotel,319,2017,June,23,5,1,3,2,0.0,0,BB,IRL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,74.25,0,0
+Resort Hotel,78,2015,October,41,9,1,2,2,0.0,0,FB,ESP,Groups,TA/TO,0,0,0,A,A,0,Non Refund,134.0,,0,Transient,92.0,0,0
+Resort Hotel,169,2016,August,33,13,2,6,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,314.0,,0,Transient,141.6,0,0
+Resort Hotel,148,2015,October,43,24,0,1,1,0.0,0,BB,PRT,Groups,Direct,0,0,0,A,A,0,Non Refund,,,0,Transient,39.0,0,0
+Resort Hotel,259,2015,September,38,17,0,3,2,0.0,0,BB,GBR,Groups,Corporate,0,1,0,A,A,0,Non Refund,,223.0,0,Transient,40.05,0,0
+City Hotel,351,2016,June,26,23,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0
+City Hotel,113,2016,December,50,8,0,1,2,0.0,0,BB,NLD,Online TA,TA/TO,0,0,0,A,A,2,No Deposit,9.0,,0,Transient,90.0,0,1
+City Hotel,68,2017,July,28,11,0,2,2,0.0,0,SC,IRL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,120.0,0,1
+City Hotel,35,2016,September,40,26,1,0,2,0.0,0,SC,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,99.0,0,0
+Resort Hotel,24,2017,March,11,13,1,0,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,66.0,,0,Transient-Party,32.0,0,0
+City Hotel,66,2017,April,15,9,2,0,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,,,0,Transient,100.0,0,0
+Resort Hotel,203,2017,April,17,25,0,2,2,0.0,0,HB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,,,0,Transient-Party,90.0,0,0
+City Hotel,175,2017,May,20,19,0,1,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,44.0,,0,Transient,90.0,0,0
+City Hotel,372,2016,July,29,14,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0
+City Hotel,336,2015,September,38,18,0,2,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,Non Refund,6.0,,0,Transient-Party,109.0,0,0
+City Hotel,98,2015,November,48,23,1,2,1,0.0,0,FB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,37.0,,0,Transient-Party,84.0,0,0
+City Hotel,20,2016,February,7,10,0,4,2,0.0,0,SC,IND,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,63.2,0,0
+City Hotel,24,2016,November,45,1,0,4,2,2.0,0,BB,SWE,Online TA,TA/TO,0,0,0,F,F,0,No Deposit,9.0,,0,Transient,161.5,0,0
+City Hotel,55,2016,July,28,7,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,219.0,0,Transient-Party,79.0,0,0
+City Hotel,134,2017,June,23,7,0,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,20.0,,0,Transient,110.0,0,0
+City Hotel,87,2015,September,39,25,2,3,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,170.0,0,0
+City Hotel,9,2016,January,4,20,2,9,2,0.0,0,BB,SAU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,88.27,0,0
+Resort Hotel,47,2015,July,27,2,2,5,2,2.0,0,BB,PRT,Online TA,TA/TO,0,0,0,G,G,0,No Deposit,240.0,,0,Transient,153.0,0,0
+Resort Hotel,17,2017,June,23,9,2,3,2,1.0,0,HB,PRT,Direct,Direct,0,0,0,E,E,1,No Deposit,250.0,,0,Transient,223.0,0,0
+City Hotel,41,2015,August,33,12,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,1.0,,0,Transient-Party,62.0,0,0
+City Hotel,135,2016,July,31,26,0,4,2,0.0,0,SC,BEL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,89.25,0,0
+Resort Hotel,101,2016,November,48,26,2,5,2,0.0,0,BB,BEL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,37.8,0,0
+City Hotel,82,2017,May,18,3,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,29.0,,0,Transient,130.0,0,0
+City Hotel,21,2015,September,37,10,1,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient,65.55,0,0
+City Hotel,11,2017,May,20,14,2,0,2,0.0,0,SC,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,120.0,0,1
+Resort Hotel,393,2016,October,41,8,2,2,2,0.0,0,HB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,68.0,,0,Transient,72.0,0,0
+Resort Hotel,2,2017,May,19,8,1,0,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,E,0,No Deposit,152.0,,0,Transient,64.0,0,1
+City Hotel,331,2017,August,33,19,2,5,1,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,109.67,0,0
+Resort Hotel,1,2016,January,4,21,0,1,1,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,40.0,0,1
diff --git a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_001/history.csv b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_001/history.csv
index 9207538d7a163c9d80994564d4c2e86515d11b4f..a972be10ee189e8d17fee09a96f340e4ffd0aa4d 100644
--- a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_001/history.csv
+++ b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_001/history.csv
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:2481e31c4cf8b343d07bfa1d49b3f776793cd6477fac4ae804eface512dcff70
-size 16602092
+oid sha256:930553d0c27f1898f8ac55b1793e6f9db355b7d76d5ecf52a0ddc761009a3a5d
+size 15065824
diff --git a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_001/info.json b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_001/info.json
index 4816c05993309461836de8622438e342f2e503ff..20956c93d07801fe3772275e08832605a78593ed 100644
--- a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_001/info.json
+++ b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_001/info.json
@@ -1,398 +1,391 @@
-{
-    "name": "Hotel Booking Demand",
-    "source": "https://www.kaggle.com/datasets/jessemostipak/hotel-booking-demand/data",
-    "data_intro": "This dataset contains hotel booking data for a city hotel and a resort hotel, providing details on booking dates, stay duration, guest count, cancellation trends, and pricing. It is useful for demand forecasting, revenue management, and customer behavior analysis.",
-    "is_splited": false,
-    "overall_size": 119390,
-    "train_size": 0,
-    "test_size": 0,
-    "c_classes": 12,
-    "n_classes": 20,
-    "cat_feature_intro": {
-        "hotel": "Type of hotel (City Hotel or Resort Hotel).",
-        "arrival_date_month": "Month of arrival for the booking.",
-        "meal": "Type of meal plan booked (e.g., Breakfast included, Half board, Full board).",
-        "country": "Country of origin of the guest.",
-        "market_segment": "Booking distribution channel (e.g., direct, corporate, travel agent).",
-        "distribution_channel": "Channel through which the booking was made (e.g., online travel agents, direct).",
-        "reserved_room_type": "Type of room reserved by the guest before any changes.",
-        "assigned_room_type": "Final room type assigned to the guest.",
-        "deposit_type": "Indicates if a deposit was made and its type (e.g., No Deposit, Refundable, Non-Refundable).",
-        "customer_type": "Type of customer (e.g., transient, group, contract).",
-        "reservation_status": "Final status of the booking (e.g., Canceled, Checked-out, No-show).",
-        "reservation_status_date": "Date when the reservation status was last updated."
-    },
-    "num_feature_intro": {
-        "is_canceled": "Indicates whether the booking was canceled (1) or not (0).",
-        "lead_time": "Number of days between booking and arrival.",
-        "arrival_date_year": "Year of arrival for the booking.",
-        "arrival_date_week_number": "Week number of the arrival date.",
-        "arrival_date_day_of_month": "Day of the month of arrival.",
-        "stays_in_weekend_nights": "Number of weekend nights (Saturday or Sunday) the guest stayed.",
-        "stays_in_week_nights": "Number of weekday nights (Monday to Friday) the guest stayed.",
-        "adults": "Number of adults included in the booking.",
-        "children": "Number of children included in the booking.",
-        "babies": "Number of babies included in the booking.",
-        "is_repeated_guest": "Indicates whether the guest is a returning customer (1) or not (0).",
-        "previous_cancellations": "Number of times the guest has canceled previous bookings.",
-        "previous_bookings_not_canceled": "Number of previous bookings not canceled by the guest.",
-        "booking_changes": "Number of changes made to the booking.",
-        "agent": "ID of the booking agent (if applicable).",
-        "company": "ID of the company making the booking (if applicable).",
-        "days_in_waiting_list": "Number of days the booking was on the waiting list before confirmation.",
-        "adr": "Average daily rate (price per night per room).",
-        "required_car_parking_spaces": "Number of car parking spaces required by the guest.",
-        "total_of_special_requests": "Number of special requests made by the guest (e.g., high floor, twin beds)."
-    },
-    "evaluation_metric": null,
-    "task_type": "classification",
-    "target": "reservation_status",
-    "num_feature_value": {
-        "adr": [
-            -6.38,
-            5400.0
-        ],
-        "adults": [
-            0.0,
-            55.0
-        ],
-        "agent": [
-            1.0,
-            535.0
-        ],
-        "arrival_date_day_of_month": [
-            1.0,
-            31.0
-        ],
-        "arrival_date_week_number": [
-            1.0,
-            53.0
-        ],
-        "arrival_date_year": [
-            2015.0,
-            2017.0
-        ],
-        "babies": [
-            0.0,
-            10.0
-        ],
-        "booking_changes": [
-            0.0,
-            21.0
-        ],
-        "children": [
-            0.0,
-            10.0
-        ],
-        "company": [
-            6.0,
-            543.0
-        ],
-        "days_in_waiting_list": [
-            0.0,
-            391.0
-        ],
-        "is_canceled": [
-            0.0,
-            1.0
-        ],
-        "is_repeated_guest": [
-            0.0,
-            1.0
-        ],
-        "lead_time": [
-            0.0,
-            737.0
-        ],
-        "previous_bookings_not_canceled": [
-            0.0,
-            72.0
-        ],
-        "previous_cancellations": [
-            0.0,
-            26.0
-        ],
-        "required_car_parking_spaces": [
-            0.0,
-            8.0
-        ],
-        "stays_in_week_nights": [
-            0.0,
-            50.0
-        ],
-        "stays_in_weekend_nights": [
-            0.0,
-            19.0
-        ],
-        "total_of_special_requests": [
-            0.0,
-            5.0
-        ]
-    },
-    "cat_feature_value": {
-        "arrival_date_month": [
-            "April",
-            "August",
-            "December",
-            "February",
-            "January",
-            "July",
-            "June",
-            "March",
-            "May",
-            "November",
-            "October",
-            "September"
-        ],
-        "assigned_room_type": [
-            "A",
-            "B",
-            "C",
-            "D",
-            "E",
-            "F",
-            "G",
-            "H",
-            "I",
-            "K",
-            "L",
-            "P"
-        ],
-        "country": [
-            "ABW",
-            "AGO",
-            "AIA",
-            "ALB",
-            "AND",
-            "ARE",
-            "ARG",
-            "ARM",
-            "ASM",
-            "ATA",
-            "ATF",
-            "AUS",
-            "AUT",
-            "AZE",
-            "BDI",
-            "BEL",
-            "BEN",
-            "BFA",
-            "BGD",
-            "BGR",
-            "BHR",
-            "BHS",
-            "BIH",
-            "BLR",
-            "BOL",
-            "BRA",
-            "BRB",
-            "BWA",
-            "CAF",
-            "CHE",
-            "CHL",
-            "CHN",
-            "CIV",
-            "CMR",
-            "CN",
-            "COL",
-            "COM",
-            "CPV",
-            "CRI",
-            "CUB",
-            "CYM",
-            "CYP",
-            "CZE",
-            "DEU",
-            "DJI",
-            "DMA",
-            "DNK",
-            "DOM",
-            "DZA",
-            "ECU",
-            "EGY",
-            "ESP",
-            "EST",
-            "ETH",
-            "FIN",
-            "FJI",
-            "FRA",
-            "FRO",
-            "GAB",
-            "GBR",
-            "GEO",
-            "GGY",
-            "GHA",
-            "GIB",
-            "GLP",
-            "GNB",
-            "GRC",
-            "GTM",
-            "GUY",
-            "HKG",
-            "HND",
-            "HRV",
-            "HUN",
-            "IDN",
-            "IMN",
-            "IND",
-            "IRL",
-            "IRN",
-            "IRQ",
-            "ISL",
-            "ISR",
-            "ITA",
-            "JAM",
-            "JEY",
-            "JOR",
-            "JPN",
-            "KAZ",
-            "KEN",
-            "KHM",
-            "KIR",
-            "KNA",
-            "KOR",
-            "KWT",
-            "LAO",
-            "LBN",
-            "LBY",
-            "LCA",
-            "LIE",
-            "LKA",
-            "LTU",
-            "LUX",
-            "LVA",
-            "MAC",
-            "MAR",
-            "MCO",
-            "MDG",
-            "MDV",
-            "MEX",
-            "MKD",
-            "MLI",
-            "MLT",
-            "MMR",
-            "MNE",
-            "MOZ",
-            "MRT",
-            "MUS",
-            "MWI",
-            "MYS",
-            "MYT",
-            "NAM",
-            "NCL",
-            "NGA",
-            "NIC",
-            "NLD",
-            "NOR",
-            "NPL",
-            "NZL",
-            "OMN",
-            "PAK",
-            "PAN",
-            "PER",
-            "PHL",
-            "PLW",
-            "POL",
-            "PRI",
-            "PRT",
-            "PRY",
-            "PYF",
-            "QAT",
-            "ROU",
-            "RUS",
-            "RWA",
-            "SAU",
-            "SDN",
-            "SEN",
-            "SGP",
-            "SLE",
-            "SLV",
-            "SMR",
-            "SRB",
-            "STP",
-            "SUR",
-            "SVK",
-            "SVN",
-            "SWE",
-            "SYC",
-            "SYR",
-            "TGO",
-            "THA",
-            "TJK",
-            "TMP",
-            "TUN",
-            "TUR",
-            "TWN",
-            "TZA",
-            "UGA",
-            "UKR",
-            "UMI",
-            "URY",
-            "USA",
-            "UZB",
-            "VEN",
-            "VGB",
-            "VNM",
-            "ZAF",
-            "ZMB",
-            "ZWE"
-        ],
-        "customer_type": [
-            "Contract",
-            "Group",
-            "Transient",
-            "Transient-Party"
-        ],
-        "deposit_type": [
-            "No Deposit",
-            "Non Refund",
-            "Refundable"
-        ],
-        "distribution_channel": [
-            "Corporate",
-            "Direct",
-            "GDS",
-            "TA/TO",
-            "Undefined"
-        ],
-        "hotel": [
-            "City Hotel",
-            "Resort Hotel"
-        ],
-        "market_segment": [
-            "Aviation",
-            "Complementary",
-            "Corporate",
-            "Direct",
-            "Groups",
-            "Offline TA/TO",
-            "Online TA",
-            "Undefined"
-        ],
-        "meal": [
-            "BB",
-            "FB",
-            "HB",
-            "SC",
-            "Undefined"
-        ],
-        "reservation_status": [
-            "Canceled",
-            "Check-Out",
-            "No-Show"
-        ],
-        "reservation_status_date": "string",
-        "reserved_room_type": [
-            "A",
-            "B",
-            "C",
-            "D",
-            "E",
-            "F",
-            "G",
-            "H",
-            "L",
-            "P"
-        ]
-    }
-}
\ No newline at end of file
+{
+  "name": "Hotel Booking Demand",
+  "source": "https://www.kaggle.com/datasets/jessemostipak/hotel-booking-demand/data",
+  "data_intro": "This dataset contains hotel booking data for a city hotel and a resort hotel, providing details on booking dates, stay duration, guest count, cancellation trends, and pricing. It is useful for demand forecasting, revenue management, and customer behavior analysis.",
+  "is_splited": false,
+  "overall_size": 119390,
+  "train_size": 0,
+  "test_size": 0,
+  "c_classes": 11,
+  "n_classes": 19,
+  "cat_feature_intro": {
+    "hotel": "Type of hotel (City Hotel or Resort Hotel).",
+    "arrival_date_month": "Month of arrival for the booking.",
+    "meal": "Type of meal plan booked (e.g., Breakfast included, Half board, Full board).",
+    "country": "Country of origin of the guest.",
+    "market_segment": "Booking distribution channel (e.g., direct, corporate, travel agent).",
+    "distribution_channel": "Channel through which the booking was made (e.g., online travel agents, direct).",
+    "reserved_room_type": "Type of room reserved by the guest before any changes.",
+    "assigned_room_type": "Final room type assigned to the guest.",
+    "deposit_type": "Indicates if a deposit was made and its type (e.g., No Deposit, Refundable, Non-Refundable).",
+    "customer_type": "Type of customer (e.g., transient, group, contract).",
+    "reservation_status": "Final status of the booking (e.g., Canceled, Checked-out, No-show)."
+  },
+  "num_feature_intro": {
+    "lead_time": "Number of days between booking and arrival.",
+    "arrival_date_year": "Year of arrival for the booking.",
+    "arrival_date_week_number": "Week number of the arrival date.",
+    "arrival_date_day_of_month": "Day of the month of arrival.",
+    "stays_in_weekend_nights": "Number of weekend nights (Saturday or Sunday) the guest stayed.",
+    "stays_in_week_nights": "Number of weekday nights (Monday to Friday) the guest stayed.",
+    "adults": "Number of adults included in the booking.",
+    "children": "Number of children included in the booking.",
+    "babies": "Number of babies included in the booking.",
+    "is_repeated_guest": "Indicates whether the guest is a returning customer (1) or not (0).",
+    "previous_cancellations": "Number of times the guest has canceled previous bookings.",
+    "previous_bookings_not_canceled": "Number of previous bookings not canceled by the guest.",
+    "booking_changes": "Number of changes made to the booking.",
+    "agent": "ID of the booking agent (if applicable).",
+    "company": "ID of the company making the booking (if applicable).",
+    "days_in_waiting_list": "Number of days the booking was on the waiting list before confirmation.",
+    "adr": "Average daily rate (price per night per room).",
+    "required_car_parking_spaces": "Number of car parking spaces required by the guest.",
+    "total_of_special_requests": "Number of special requests made by the guest (e.g., high floor, twin beds)."
+  },
+  "evaluation_metric": null,
+  "task_type": "classification",
+  "target": "reservation_status",
+  "num_feature_value": {
+    "adr": [
+      -6.38,
+      5400.0
+    ],
+    "adults": [
+      0.0,
+      55.0
+    ],
+    "agent": [
+      1.0,
+      535.0
+    ],
+    "arrival_date_day_of_month": [
+      1.0,
+      31.0
+    ],
+    "arrival_date_week_number": [
+      1.0,
+      53.0
+    ],
+    "arrival_date_year": [
+      2015.0,
+      2017.0
+    ],
+    "babies": [
+      0.0,
+      10.0
+    ],
+    "booking_changes": [
+      0.0,
+      21.0
+    ],
+    "children": [
+      0.0,
+      10.0
+    ],
+    "company": [
+      6.0,
+      543.0
+    ],
+    "days_in_waiting_list": [
+      0.0,
+      391.0
+    ],
+    "is_repeated_guest": [
+      0.0,
+      1.0
+    ],
+    "lead_time": [
+      0.0,
+      737.0
+    ],
+    "previous_bookings_not_canceled": [
+      0.0,
+      72.0
+    ],
+    "previous_cancellations": [
+      0.0,
+      26.0
+    ],
+    "required_car_parking_spaces": [
+      0.0,
+      8.0
+    ],
+    "stays_in_week_nights": [
+      0.0,
+      50.0
+    ],
+    "stays_in_weekend_nights": [
+      0.0,
+      19.0
+    ],
+    "total_of_special_requests": [
+      0.0,
+      5.0
+    ]
+  },
+  "cat_feature_value": {
+    "arrival_date_month": [
+      "April",
+      "August",
+      "December",
+      "February",
+      "January",
+      "July",
+      "June",
+      "March",
+      "May",
+      "November",
+      "October",
+      "September"
+    ],
+    "assigned_room_type": [
+      "A",
+      "B",
+      "C",
+      "D",
+      "E",
+      "F",
+      "G",
+      "H",
+      "I",
+      "K",
+      "L",
+      "P"
+    ],
+    "country": [
+      "ABW",
+      "AGO",
+      "AIA",
+      "ALB",
+      "AND",
+      "ARE",
+      "ARG",
+      "ARM",
+      "ASM",
+      "ATA",
+      "ATF",
+      "AUS",
+      "AUT",
+      "AZE",
+      "BDI",
+      "BEL",
+      "BEN",
+      "BFA",
+      "BGD",
+      "BGR",
+      "BHR",
+      "BHS",
+      "BIH",
+      "BLR",
+      "BOL",
+      "BRA",
+      "BRB",
+      "BWA",
+      "CAF",
+      "CHE",
+      "CHL",
+      "CHN",
+      "CIV",
+      "CMR",
+      "CN",
+      "COL",
+      "COM",
+      "CPV",
+      "CRI",
+      "CUB",
+      "CYM",
+      "CYP",
+      "CZE",
+      "DEU",
+      "DJI",
+      "DMA",
+      "DNK",
+      "DOM",
+      "DZA",
+      "ECU",
+      "EGY",
+      "ESP",
+      "EST",
+      "ETH",
+      "FIN",
+      "FJI",
+      "FRA",
+      "FRO",
+      "GAB",
+      "GBR",
+      "GEO",
+      "GGY",
+      "GHA",
+      "GIB",
+      "GLP",
+      "GNB",
+      "GRC",
+      "GTM",
+      "GUY",
+      "HKG",
+      "HND",
+      "HRV",
+      "HUN",
+      "IDN",
+      "IMN",
+      "IND",
+      "IRL",
+      "IRN",
+      "IRQ",
+      "ISL",
+      "ISR",
+      "ITA",
+      "JAM",
+      "JEY",
+      "JOR",
+      "JPN",
+      "KAZ",
+      "KEN",
+      "KHM",
+      "KIR",
+      "KNA",
+      "KOR",
+      "KWT",
+      "LAO",
+      "LBN",
+      "LBY",
+      "LCA",
+      "LIE",
+      "LKA",
+      "LTU",
+      "LUX",
+      "LVA",
+      "MAC",
+      "MAR",
+      "MCO",
+      "MDG",
+      "MDV",
+      "MEX",
+      "MKD",
+      "MLI",
+      "MLT",
+      "MMR",
+      "MNE",
+      "MOZ",
+      "MRT",
+      "MUS",
+      "MWI",
+      "MYS",
+      "MYT",
+      "NAM",
+      "NCL",
+      "NGA",
+      "NIC",
+      "NLD",
+      "NOR",
+      "NPL",
+      "NZL",
+      "OMN",
+      "PAK",
+      "PAN",
+      "PER",
+      "PHL",
+      "PLW",
+      "POL",
+      "PRI",
+      "PRT",
+      "PRY",
+      "PYF",
+      "QAT",
+      "ROU",
+      "RUS",
+      "RWA",
+      "SAU",
+      "SDN",
+      "SEN",
+      "SGP",
+      "SLE",
+      "SLV",
+      "SMR",
+      "SRB",
+      "STP",
+      "SUR",
+      "SVK",
+      "SVN",
+      "SWE",
+      "SYC",
+      "SYR",
+      "TGO",
+      "THA",
+      "TJK",
+      "TMP",
+      "TUN",
+      "TUR",
+      "TWN",
+      "TZA",
+      "UGA",
+      "UKR",
+      "UMI",
+      "URY",
+      "USA",
+      "UZB",
+      "VEN",
+      "VGB",
+      "VNM",
+      "ZAF",
+      "ZMB",
+      "ZWE"
+    ],
+    "customer_type": [
+      "Contract",
+      "Group",
+      "Transient",
+      "Transient-Party"
+    ],
+    "deposit_type": [
+      "No Deposit",
+      "Non Refund",
+      "Refundable"
+    ],
+    "distribution_channel": [
+      "Corporate",
+      "Direct",
+      "GDS",
+      "TA/TO",
+      "Undefined"
+    ],
+    "hotel": [
+      "City Hotel",
+      "Resort Hotel"
+    ],
+    "market_segment": [
+      "Aviation",
+      "Complementary",
+      "Corporate",
+      "Direct",
+      "Groups",
+      "Offline TA/TO",
+      "Online TA",
+      "Undefined"
+    ],
+    "meal": [
+      "BB",
+      "FB",
+      "HB",
+      "SC",
+      "Undefined"
+    ],
+    "reservation_status": [
+      "Canceled",
+      "Check-Out",
+      "No-Show"
+    ],
+    "reserved_room_type": [
+      "A",
+      "B",
+      "C",
+      "D",
+      "E",
+      "F",
+      "G",
+      "H",
+      "L",
+      "P"
+    ]
+  }
+}
diff --git a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_001/test_current.csv b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_001/test_current.csv
index 6224dea1b50a2c48eb88f51baff300a974c1c2be..9052ce3b25675ce8127fe6417336913074e47d27 100644
--- a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_001/test_current.csv
+++ b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_001/test_current.csv
@@ -1,16 +1,16 @@
-hotel,is_canceled,lead_time,arrival_date_year,arrival_date_month,arrival_date_week_number,arrival_date_day_of_month,stays_in_weekend_nights,stays_in_week_nights,adults,children,babies,meal,country,market_segment,distribution_channel,is_repeated_guest,previous_cancellations,previous_bookings_not_canceled,reserved_room_type,assigned_room_type,booking_changes,deposit_type,agent,company,days_in_waiting_list,customer_type,adr,required_car_parking_spaces,total_of_special_requests,reservation_status,reservation_status_date
-City Hotel,0,1,2017,February,5,3,0,1,1,0.0,0,SC,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient,93.0,0,0,Check-Out,2017-02-04
-City Hotel,0,3,2016,October,42,12,0,4,2,0.0,0,BB,CHE,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,175.0,0,3,Check-Out,2016-10-16
-City Hotel,0,13,2016,September,40,27,0,2,1,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,7.0,,0,Transient,126.28,0,0,Check-Out,2016-09-29
-Resort Hotel,0,78,2016,December,53,31,1,1,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,D,C,1,No Deposit,181.0,,0,Transient-Party,168.0,0,0,Check-Out,2017-01-02
-Resort Hotel,0,16,2015,December,49,3,0,3,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,46.4,0,1,Check-Out,2015-12-06
-City Hotel,0,133,2017,April,16,19,0,4,2,0.0,0,BB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,390.0,,0,Transient-Party,124.0,0,0,Check-Out,2017-04-23
-City Hotel,0,277,2017,July,29,17,1,2,2,1.0,0,BB,USA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient-Party,123.3,0,1,Check-Out,2017-07-20
-Resort Hotel,0,123,2016,October,43,21,2,3,2,0.0,0,BB,SWE,Groups,Corporate,0,0,0,E,E,3,No Deposit,,,0,Transient-Party,75.0,1,0,Check-Out,2016-10-26
-City Hotel,0,12,2015,December,49,5,1,1,2,0.0,0,BB,ESP,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,28.0,,0,Transient,55.0,0,0,Check-Out,2015-12-07
-City Hotel,0,31,2016,May,20,13,0,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,16.0,,0,Transient,105.3,0,0,Check-Out,2016-05-15
-Resort Hotel,0,124,2016,August,34,17,0,4,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,240.0,,0,Transient,191.0,0,1,Check-Out,2016-08-21
-City Hotel,0,115,2016,June,26,19,2,3,2,0.0,0,BB,GBR,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient,101.66,0,1,Check-Out,2016-06-24
-City Hotel,0,3,2016,October,43,16,1,0,1,0.0,0,SC,KOR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,,,0,Transient,120.0,0,1,Check-Out,2016-10-17
-Resort Hotel,0,123,2016,November,48,25,0,2,2,0.0,0,HB,PRT,Online TA,TA/TO,1,0,2,A,D,0,No Deposit,240.0,,0,Transient,64.8,0,1,Check-Out,2016-11-27
-Resort Hotel,0,1,2016,January,4,21,0,1,1,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,40.0,0,1,Check-Out,2016-01-22
+hotel,lead_time,arrival_date_year,arrival_date_month,arrival_date_week_number,arrival_date_day_of_month,stays_in_weekend_nights,stays_in_week_nights,adults,children,babies,meal,country,market_segment,distribution_channel,is_repeated_guest,previous_cancellations,previous_bookings_not_canceled,reserved_room_type,assigned_room_type,booking_changes,deposit_type,agent,company,days_in_waiting_list,customer_type,adr,required_car_parking_spaces,total_of_special_requests,reservation_status
+City Hotel,1,2017,February,5,3,0,1,1,0.0,0,SC,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient,93.0,0,0,Check-Out
+City Hotel,3,2016,October,42,12,0,4,2,0.0,0,BB,CHE,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,175.0,0,3,Check-Out
+City Hotel,13,2016,September,40,27,0,2,1,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,7.0,,0,Transient,126.28,0,0,Check-Out
+Resort Hotel,78,2016,December,53,31,1,1,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,D,C,1,No Deposit,181.0,,0,Transient-Party,168.0,0,0,Check-Out
+Resort Hotel,16,2015,December,49,3,0,3,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,46.4,0,1,Check-Out
+City Hotel,133,2017,April,16,19,0,4,2,0.0,0,BB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,390.0,,0,Transient-Party,124.0,0,0,Check-Out
+City Hotel,277,2017,July,29,17,1,2,2,1.0,0,BB,USA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient-Party,123.3,0,1,Check-Out
+Resort Hotel,123,2016,October,43,21,2,3,2,0.0,0,BB,SWE,Groups,Corporate,0,0,0,E,E,3,No Deposit,,,0,Transient-Party,75.0,1,0,Check-Out
+City Hotel,12,2015,December,49,5,1,1,2,0.0,0,BB,ESP,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,28.0,,0,Transient,55.0,0,0,Check-Out
+City Hotel,31,2016,May,20,13,0,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,16.0,,0,Transient,105.3,0,0,Check-Out
+Resort Hotel,124,2016,August,34,17,0,4,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,240.0,,0,Transient,191.0,0,1,Check-Out
+City Hotel,115,2016,June,26,19,2,3,2,0.0,0,BB,GBR,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient,101.66,0,1,Check-Out
+City Hotel,3,2016,October,43,16,1,0,1,0.0,0,SC,KOR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,,,0,Transient,120.0,0,1,Check-Out
+Resort Hotel,123,2016,November,48,25,0,2,2,0.0,0,HB,PRT,Online TA,TA/TO,1,0,2,A,D,0,No Deposit,240.0,,0,Transient,64.8,0,1,Check-Out
+Resort Hotel,1,2016,January,4,21,0,1,1,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,40.0,0,1,Check-Out
diff --git a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_002/Hotel_booking_demand_B4_002_current.json b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_002/Hotel_booking_demand_B4_002_current.json
index 2f9b97bfc7ab905e00b217405dc7c8c709a97596..a4e3b0834c1c4466251b5966d5102ff104a1e404 100644
--- a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_002/Hotel_booking_demand_B4_002_current.json
+++ b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_002/Hotel_booking_demand_B4_002_current.json
@@ -1,7443 +1,7043 @@
 {
-    "id": "002",
-    "task_type": "B4",
-    "subtask_type": "list",
-    "perspective": "data_holder",
-    "dataset_name": "Hotel booking demand",
-    "table_path": "output/daily/classification/Hotel booking demand_B4/Hotel booking demand_B4_002/test.csv",
-    "query": "Our overbooking strategy requires us to pinpoint reservations with a high probability of being canceled. Using the historical booking logs I've provided, which detail final reservation outcomes, can you list all the new candidate bookings that are most likely to end up as Canceled?",
-    "meta_info": {
-        "domain": "daily"
+  "id": "002",
+  "task_type": "B4",
+  "subtask_type": "list",
+  "perspective": "data_holder",
+  "dataset_name": "Hotel booking demand",
+  "table_path": "output/daily/classification/Hotel booking demand_B4/Hotel booking demand_B4_002/test.csv",
+  "query": "Our overbooking strategy requires us to pinpoint reservations with a high probability of being canceled. Using the historical booking logs I've provided, which detail final reservation outcomes, can you list all the new candidate bookings that are most likely to end up as Canceled?",
+  "meta_info": {
+    "domain": "daily"
+  },
+  "final_decision": {},
+  "what_if": {},
+  "ground_truth": {
+    "extracted_features": [
+      {
+        "scenario_id": "004",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 1,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 25,
+          "arrival_date_day_of_month": 18,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 0,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PER",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 150.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "012",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 35,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 44,
+          "arrival_date_day_of_month": 26,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 4,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "Undefined",
+          "country": "PRT",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 1,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 1,
+          "reserved_room_type": "E",
+          "assigned_room_type": "E",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 126.74,
+          "required_car_parking_spaces": 1,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "015",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 12,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "January",
+          "arrival_date_week_number": 4,
+          "arrival_date_day_of_month": 24,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 1,
+          "meal": "BB",
+          "country": "AGO",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 1,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 1,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 98.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "021",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 54,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 15,
+          "arrival_date_day_of_month": 15,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 2,
+          "adults": 3,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "ESP",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 184.5,
+          "required_car_parking_spaces": 1,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "023",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 65,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 18,
+          "arrival_date_day_of_month": 24,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 0,
+          "adults": 3,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "CHE",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 137.7,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "024",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 7,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 31,
+          "arrival_date_day_of_month": 3,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "NLD",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "E",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 119.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "027",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 210,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 41,
+          "arrival_date_day_of_month": 8,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 12.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 86.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "029",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 55,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "November",
+          "arrival_date_week_number": 45,
+          "arrival_date_day_of_month": 2,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 4,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "PAN",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 88.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "030",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 133,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 11,
+          "arrival_date_day_of_month": 11,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "USA",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "B",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 129.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 42.17,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "032",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 114,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 44,
+          "arrival_date_day_of_month": 27,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "BRA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 125.1,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "035",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 44,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 34,
+          "arrival_date_day_of_month": 24,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "FRA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 162.67,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "036",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 105,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 33,
+          "arrival_date_day_of_month": 13,
+          "stays_in_weekend_nights": 4,
+          "stays_in_week_nights": 6,
+          "adults": 2,
+          "children": 2.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "MAR",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "G",
+          "assigned_room_type": "G",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 309.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "040",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 105,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 42,
+          "arrival_date_day_of_month": 12,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "DEU",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 132.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 75.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "047",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 8,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 34,
+          "arrival_date_day_of_month": 16,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "GBR",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 241.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 153.42,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "048",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 90,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 29,
+          "arrival_date_day_of_month": 16,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 5,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": 243.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Contract",
+          "adr": 93.6,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "049",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 58,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 44,
+          "arrival_date_day_of_month": 30,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Contract",
+          "adr": 85.5,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "050",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 0,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 10,
+          "arrival_date_day_of_month": 4,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 1,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 2,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 55.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "052",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 147,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "December",
+          "arrival_date_week_number": 53,
+          "arrival_date_day_of_month": 29,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Contract",
+          "adr": 72.25,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "058",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 246,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 21,
+          "arrival_date_day_of_month": 27,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 12.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 128.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "061",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 62,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 34,
+          "arrival_date_day_of_month": 20,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 8,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "ESP",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 243.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 104.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "067",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 3,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 36,
+          "arrival_date_day_of_month": 5,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "ESP",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 1.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 62.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "069",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 246,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 37,
+          "arrival_date_day_of_month": 10,
+          "stays_in_weekend_nights": 4,
+          "stays_in_week_nights": 6,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "IRL",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 95.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 77.22,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "076",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 221,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 25,
+          "arrival_date_day_of_month": 23,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 138.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 89.1,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "089",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 166,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 37,
+          "arrival_date_day_of_month": 10,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 73.8,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "090",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 0,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "December",
+          "arrival_date_week_number": 52,
+          "arrival_date_day_of_month": 26,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "FRA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "E",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 61.0,
+          "required_car_parking_spaces": 1,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "091",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 0,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 21,
+          "arrival_date_day_of_month": 17,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 152.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 95.94,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "095",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 84,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 34,
+          "arrival_date_day_of_month": 14,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 0,
+          "adults": 2,
+          "children": 2.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "F",
+          "assigned_room_type": "F",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 189.9,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "096",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 0,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "November",
+          "arrival_date_week_number": 48,
+          "arrival_date_day_of_month": 25,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 1,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 1,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 38.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "098",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 245,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 25,
+          "arrival_date_day_of_month": 17,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 12.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 75.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "099",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 215,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 17,
+          "arrival_date_day_of_month": 28,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "ESP",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 103.3,
+          "required_car_parking_spaces": 1,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "101",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 225,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 22,
+          "arrival_date_day_of_month": 26,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Groups",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "C",
+          "booking_changes": 2,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": 223.0,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 66.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "102",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 15,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "January",
+          "arrival_date_week_number": 4,
+          "arrival_date_day_of_month": 22,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "BEL",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 80.3,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "105",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 57,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 33,
+          "arrival_date_day_of_month": 19,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 5,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "ESP",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "E",
+          "assigned_room_type": "E",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 283.43,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 4,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "107",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 56,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 23,
+          "arrival_date_day_of_month": 30,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "CHE",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 120.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "109",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 84,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "January",
+          "arrival_date_week_number": 5,
+          "arrival_date_day_of_month": 30,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 0,
+          "adults": 3,
+          "children": 1.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "BRA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "H",
+          "assigned_room_type": "H",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 94.0,
+          "required_car_parking_spaces": 1,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "110",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 100,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 28,
+          "arrival_date_day_of_month": 8,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 7,
+          "adults": 3,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "DNK",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "E",
+          "assigned_room_type": "E",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 130.1,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 3,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "111",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 54,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 37,
+          "arrival_date_day_of_month": 10,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 1,
+          "adults": 3,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "ESP",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 192.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 4,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "114",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 22,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "December",
+          "arrival_date_week_number": 52,
+          "arrival_date_day_of_month": 24,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "MEX",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 87.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "120",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 54,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 25,
+          "arrival_date_day_of_month": 19,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "FRA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 2,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 146.67,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "121",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 9,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 29,
+          "arrival_date_day_of_month": 14,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 5,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 160.29,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "122",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 46,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "February",
+          "arrival_date_week_number": 7,
+          "arrival_date_day_of_month": 13,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 11.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 48.6,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "124",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 0,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "January",
+          "arrival_date_week_number": 4,
+          "arrival_date_day_of_month": 25,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": 365.0,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 85.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "127",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 175,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 20,
+          "arrival_date_day_of_month": 19,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 44.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 90.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "129",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 33,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 13,
+          "arrival_date_day_of_month": 24,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 1.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "ESP",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 143.1,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "130",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 5,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 10,
+          "arrival_date_day_of_month": 5,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 3,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 8.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 96.05,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "139",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 285,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 39,
+          "arrival_date_day_of_month": 20,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 5,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "IRL",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "E",
+          "booking_changes": 2,
+          "deposit_type": "No Deposit",
+          "agent": 96.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 78.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "142",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 58,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 40,
+          "arrival_date_day_of_month": 29,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "IRL",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 14.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 125.1,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "145",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 186,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 22,
+          "arrival_date_day_of_month": 30,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 19.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 130.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "148",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 31,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 21,
+          "arrival_date_day_of_month": 21,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "CHN",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 7.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 89.4,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "149",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 102,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 28,
+          "arrival_date_day_of_month": 15,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "ROU",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 223.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "150",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 383,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 41,
+          "arrival_date_day_of_month": 6,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 315.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 48.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "154",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 15,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "February",
+          "arrival_date_week_number": 7,
+          "arrival_date_day_of_month": 11,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 1,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 2,
+          "reserved_room_type": "A",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 49.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "156",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 5,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "February",
+          "arrival_date_week_number": 8,
+          "arrival_date_day_of_month": 16,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Corporate",
+          "distribution_channel": "Corporate",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": 366.0,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 40.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "158",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 3,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 32,
+          "arrival_date_day_of_month": 6,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 0,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "IRL",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 241.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 151.99,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "160",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 4,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 32,
+          "arrival_date_day_of_month": 6,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 231.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "167",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 130,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 24,
+          "arrival_date_day_of_month": 8,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 5,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 14.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 109.65,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "168",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 85,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 34,
+          "arrival_date_day_of_month": 19,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 4,
+          "adults": 3,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "FRA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 201.6,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "169",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 268,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 42,
+          "arrival_date_day_of_month": 9,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "DEU",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 27.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 80.75,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "171",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 3,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 14,
+          "arrival_date_day_of_month": 1,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Corporate",
+          "distribution_channel": "Corporate",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": 225.0,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 50.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "173",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 24,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 23,
+          "arrival_date_day_of_month": 8,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 8.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 66.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "178",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 166,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 19,
+          "arrival_date_day_of_month": 3,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 4,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": 14.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 85.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "180",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 107,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 17,
+          "arrival_date_day_of_month": 27,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 99.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "183",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 48,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "November",
+          "arrival_date_week_number": 46,
+          "arrival_date_day_of_month": 6,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "FRA",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 28.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 75.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "185",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 157,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "December",
+          "arrival_date_week_number": 50,
+          "arrival_date_day_of_month": 8,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "ITA",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 83.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 68.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "186",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 9,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 45,
+          "arrival_date_day_of_month": 30,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 0,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "FRA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "B",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 178.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "188",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 2,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 25,
+          "arrival_date_day_of_month": 13,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 145.67,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "189",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 0,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 42,
+          "arrival_date_day_of_month": 14,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 129.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "190",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 1,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "February",
+          "arrival_date_week_number": 7,
+          "arrival_date_day_of_month": 15,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "ESP",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 108.0,
+          "required_car_parking_spaces": 1,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "191",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 191,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 27,
+          "arrival_date_day_of_month": 8,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 2.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "POL",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "F",
+          "assigned_room_type": "F",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 42.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 152.28,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "192",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 124,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 25,
+          "arrival_date_day_of_month": 18,
+          "stays_in_weekend_nights": 3,
+          "stays_in_week_nights": 6,
+          "adults": 3,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "SWE",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 153.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "193",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 1,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 39,
+          "arrival_date_day_of_month": 20,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 2.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "F",
+          "assigned_room_type": "F",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 275.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "194",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 3,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "January",
+          "arrival_date_week_number": 2,
+          "arrival_date_day_of_month": 9,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Corporate",
+          "distribution_channel": "Corporate",
+          "is_repeated_guest": 1,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 2,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": 286.0,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 39.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "196",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 75,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "January",
+          "arrival_date_week_number": 2,
+          "arrival_date_day_of_month": 8,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "USA",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 330.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 67.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "199",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 1,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 32,
+          "arrival_date_day_of_month": 4,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "FRA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": 152.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 110.19,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "204",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 239,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 44,
+          "arrival_date_day_of_month": 28,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "DEU",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 8.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 96.3,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "207",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 107,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 12,
+          "arrival_date_day_of_month": 17,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 28.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 58.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "208",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 4,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 25,
+          "arrival_date_day_of_month": 23,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "DEU",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 423.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 141.04,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "212",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 56,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 40,
+          "arrival_date_day_of_month": 2,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 5,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "NLD",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "E",
+          "assigned_room_type": "E",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 71.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Contract",
+          "adr": 77.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "213",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 41,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 12,
+          "arrival_date_day_of_month": 13,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "POL",
+          "market_segment": "Corporate",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": 193.0,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 70.33,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "220",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 0,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "February",
+          "arrival_date_week_number": 6,
+          "arrival_date_day_of_month": 6,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "C",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 55.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "223",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 86,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 13,
+          "arrival_date_day_of_month": 20,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 73.95,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "225",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 1,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "January",
+          "arrival_date_week_number": 2,
+          "arrival_date_day_of_month": 12,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "ESP",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 6.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 34.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "228",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 8,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 38,
+          "arrival_date_day_of_month": 12,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 1.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 8.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 187.55,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "229",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 32,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 13,
+          "arrival_date_day_of_month": 28,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "AGO",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "E",
+          "assigned_room_type": "F",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 80.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "231",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 135,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 38,
+          "arrival_date_day_of_month": 14,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "CN",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 6.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 90.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "232",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 179,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 20,
+          "arrival_date_day_of_month": 14,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 2,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "FRA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 8.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 116.33,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "233",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 1,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "February",
+          "arrival_date_week_number": 6,
+          "arrival_date_day_of_month": 6,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 250.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 45.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "234",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 92,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 12,
+          "arrival_date_day_of_month": 18,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 87.3,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "240",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 265,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 26,
+          "arrival_date_day_of_month": 24,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "DEU",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 6.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 115.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "241",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 126,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 18,
+          "arrival_date_day_of_month": 2,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "DEU",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "E",
+          "assigned_room_type": "E",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 6.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 64.8,
+          "required_car_parking_spaces": 1,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "254",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 3,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "February",
+          "arrival_date_week_number": 8,
+          "arrival_date_day_of_month": 15,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 2,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Corporate",
+          "distribution_channel": "Corporate",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": 139.0,
+          "company": 99.0,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 30.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "258",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 78,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "January",
+          "arrival_date_week_number": 4,
+          "arrival_date_day_of_month": 25,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "SVK",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": 365.0,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 85.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "261",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 81,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "December",
+          "arrival_date_week_number": 50,
+          "arrival_date_day_of_month": 8,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "ITA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 79.2,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "265",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 346,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 38,
+          "arrival_date_day_of_month": 13,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "DEU",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 6.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 115.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "266",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 0,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "February",
+          "arrival_date_week_number": 8,
+          "arrival_date_day_of_month": 18,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Corporate",
+          "distribution_channel": "Corporate",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 3,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 30.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "269",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 0,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 21,
+          "arrival_date_day_of_month": 17,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 0,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 1,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 6.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 0.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "270",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 3,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "February",
+          "arrival_date_week_number": 7,
+          "arrival_date_day_of_month": 11,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "NLD",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 7.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 67.22,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "271",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 69,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 44,
+          "arrival_date_day_of_month": 25,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 37.0,
+          "company": null,
+          "days_in_waiting_list": 58,
+          "customer_type": "Transient-Party",
+          "adr": 85.67,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "272",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 7,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 41,
+          "arrival_date_day_of_month": 5,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 4,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Groups",
+          "distribution_channel": "Corporate",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": 405.0,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 50.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "275",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 0,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 40,
+          "arrival_date_day_of_month": 26,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 0,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "POL",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "D",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": 152.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 106.65,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "276",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 12,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 39,
+          "arrival_date_day_of_month": 22,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "F",
+          "assigned_room_type": "E",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 250.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 115.2,
+          "required_car_parking_spaces": 1,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "279",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 1,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "November",
+          "arrival_date_week_number": 46,
+          "arrival_date_day_of_month": 14,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "ITA",
+          "market_segment": "Corporate",
+          "distribution_channel": "Corporate",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": 144.0,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 79.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "280",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 76,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 14,
+          "arrival_date_day_of_month": 2,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "DEU",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 87.3,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "282",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 1,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "January",
+          "arrival_date_week_number": 4,
+          "arrival_date_day_of_month": 17,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 4,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "AGO",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 90.33,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "284",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 178,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 41,
+          "arrival_date_day_of_month": 2,
+          "stays_in_weekend_nights": 4,
+          "stays_in_week_nights": 5,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "IRL",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 171.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 60.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "286",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 287,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 42,
+          "arrival_date_day_of_month": 15,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Groups",
+          "distribution_channel": "Corporate",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": 223.0,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 44.5,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "293",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 67,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 9,
+          "arrival_date_day_of_month": 3,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 3,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "ESP",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 106.2,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "294",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 119,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 32,
+          "arrival_date_day_of_month": 7,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": null,
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 1,
+          "reserved_room_type": "E",
+          "assigned_room_type": "E",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 164.0,
+          "required_car_parking_spaces": 1,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "295",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 5,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 14,
+          "arrival_date_day_of_month": 1,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 141.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "296",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 29,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "January",
+          "arrival_date_week_number": 3,
+          "arrival_date_day_of_month": 18,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "NOR",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 171.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 65.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "298",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 5,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "February",
+          "arrival_date_week_number": 6,
+          "arrival_date_day_of_month": 1,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "FRA",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 28.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 66.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "300",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 32,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "November",
+          "arrival_date_week_number": 47,
+          "arrival_date_day_of_month": 20,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 119.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 73.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "302",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 15,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 30,
+          "arrival_date_day_of_month": 18,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 4,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "ESP",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "C",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 5.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 167.2,
+          "required_car_parking_spaces": 1,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "303",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 57,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 29,
+          "arrival_date_day_of_month": 15,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "FB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "C",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 305.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 98.75,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "305",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 121,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 33,
+          "arrival_date_day_of_month": 18,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "GBR",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 125.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "306",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 9,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "January",
+          "arrival_date_week_number": 2,
+          "arrival_date_day_of_month": 14,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "PRT",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "E",
+          "assigned_room_type": "E",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 14.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 160.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "308",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 29,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "December",
+          "arrival_date_week_number": 49,
+          "arrival_date_day_of_month": 2,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Corporate",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 85.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "309",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 46,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 21,
+          "arrival_date_day_of_month": 19,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "DEU",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 16.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 86.5,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "310",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 60,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 39,
+          "arrival_date_day_of_month": 21,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "FRA",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 20.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 65.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "312",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 75,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 32,
+          "arrival_date_day_of_month": 8,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 5,
+          "adults": 2,
+          "children": 2.0,
+          "babies": 0,
+          "meal": "FB",
+          "country": "PRT",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "C",
+          "assigned_room_type": "C",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 250.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 276.43,
+          "required_car_parking_spaces": 1,
+          "total_of_special_requests": 3,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "313",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 19,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 30,
+          "arrival_date_day_of_month": 25,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 1.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 62.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "314",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 9,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "November",
+          "arrival_date_week_number": 47,
+          "arrival_date_day_of_month": 19,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 4,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "NOR",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "E",
+          "assigned_room_type": "E",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 63.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "320",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 320,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 34,
+          "arrival_date_day_of_month": 18,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "DEU",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 6.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 115.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "321",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 17,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 43,
+          "arrival_date_day_of_month": 22,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 3,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": null,
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "F",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 45.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "322",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 133,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 29,
+          "arrival_date_day_of_month": 13,
+          "stays_in_weekend_nights": 3,
+          "stays_in_week_nights": 5,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "FIN",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "E",
+          "assigned_room_type": "E",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 156.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Contract",
+          "adr": 112.63,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "325",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 86,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "December",
+          "arrival_date_week_number": 50,
+          "arrival_date_day_of_month": 8,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 1.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "ESP",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "F",
+          "assigned_room_type": "F",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 174.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "328",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 22,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "December",
+          "arrival_date_week_number": 53,
+          "arrival_date_day_of_month": 29,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "FRA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 198.88,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "329",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 15,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 23,
+          "arrival_date_day_of_month": 6,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "BRA",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 28.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 89.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "330",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 39,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 31,
+          "arrival_date_day_of_month": 26,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 5,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "ESP",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 196.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 133.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "333",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 223,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 30,
+          "arrival_date_day_of_month": 27,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "CN",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 314.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 112.7,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "339",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 0,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 44,
+          "arrival_date_day_of_month": 26,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 0,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": 329.0,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 35.1,
+          "required_car_parking_spaces": 1,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "341",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 69,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 12,
+          "arrival_date_day_of_month": 23,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "AGO",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 79.2,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "343",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 4,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 21,
+          "arrival_date_day_of_month": 21,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 0,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "SVN",
+          "market_segment": "Aviation",
+          "distribution_channel": "Corporate",
+          "is_repeated_guest": 1,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 2,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": 153.0,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 150.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "345",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 25,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 43,
+          "arrival_date_day_of_month": 18,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "FRA",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 28.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 85.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "347",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 160,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 28,
+          "arrival_date_day_of_month": 10,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "AUT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 107.1,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "348",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 1,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "November",
+          "arrival_date_week_number": 46,
+          "arrival_date_day_of_month": 10,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 4,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "FRA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Contract",
+          "adr": 97.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "349",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 208,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 33,
+          "arrival_date_day_of_month": 8,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 5,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 126.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "351",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 328,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 40,
+          "arrival_date_day_of_month": 30,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "FRA",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 1.0,
+          "company": null,
+          "days_in_waiting_list": 38,
+          "customer_type": "Transient-Party",
+          "adr": 65.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "354",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 11,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "November",
+          "arrival_date_week_number": 47,
+          "arrival_date_day_of_month": 16,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "DEU",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 5.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 32.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "361",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 31,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 17,
+          "arrival_date_day_of_month": 18,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Groups",
+          "distribution_channel": "Corporate",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "E",
+          "assigned_room_type": "E",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 91.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "362",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 1,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 21,
+          "arrival_date_day_of_month": 17,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Corporate",
+          "distribution_channel": "Corporate",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": 331.0,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 63.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "365",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 21,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 28,
+          "arrival_date_day_of_month": 11,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "AUT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 146.67,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "369",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 396,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 26,
+          "arrival_date_day_of_month": 25,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 0,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "DEU",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 6.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 122.4,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "370",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 180,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 32,
+          "arrival_date_day_of_month": 31,
+          "stays_in_weekend_nights": 4,
+          "stays_in_week_nights": 5,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 314.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 112.8,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "371",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 99,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 28,
+          "arrival_date_day_of_month": 9,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "ESP",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 109.5,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "376",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 0,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 28,
+          "arrival_date_day_of_month": 15,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 1,
+          "adults": 3,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "USA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 241.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 205.33,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "379",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 36,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 34,
+          "arrival_date_day_of_month": 22,
+          "stays_in_weekend_nights": 4,
+          "stays_in_week_nights": 10,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "FRA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "F",
+          "assigned_room_type": "E",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 241.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 187.33,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "382",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 43,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 42,
+          "arrival_date_day_of_month": 15,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 4,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "DEU",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 145.2,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "387",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 231,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 19,
+          "arrival_date_day_of_month": 9,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 4,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "GBR",
+          "market_segment": "Groups",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "E",
+          "assigned_room_type": "E",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 79.5,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "389",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 48,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 37,
+          "arrival_date_day_of_month": 11,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 1.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 60.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "394",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 5,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 31,
+          "arrival_date_day_of_month": 26,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 5,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 237.67,
+          "required_car_parking_spaces": 1,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "395",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 17,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "February",
+          "arrival_date_week_number": 10,
+          "arrival_date_day_of_month": 28,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 3,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "NGA",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 14.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 101.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "No-Show"
+        }
+      },
+      {
+        "scenario_id": "396",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 158,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 13,
+          "arrival_date_day_of_month": 27,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "ISR",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 37.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 95.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "399",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 66,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 15,
+          "arrival_date_day_of_month": 9,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 0,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 100.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "400",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 21,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 12,
+          "arrival_date_day_of_month": 22,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 1.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 137.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 3,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "401",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 58,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 41,
+          "arrival_date_day_of_month": 5,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 251.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 59.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "402",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 0,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 12,
+          "arrival_date_day_of_month": 16,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "CHN",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 1,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 1,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 58.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "403",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 87,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 18,
+          "arrival_date_day_of_month": 4,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "NLD",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 108.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "405",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 114,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 42,
+          "arrival_date_day_of_month": 12,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 4,
+          "adults": 0,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "USA",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": 14.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 0.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "408",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 0,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 42,
+          "arrival_date_day_of_month": 15,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 1,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 94.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 0.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "411",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 32,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 31,
+          "arrival_date_day_of_month": 29,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "ARE",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "E",
+          "assigned_room_type": "E",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 226.33,
+          "required_car_parking_spaces": 1,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "412",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 66,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 33,
+          "arrival_date_day_of_month": 16,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 4,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 230.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "413",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 109,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 28,
+          "arrival_date_day_of_month": 4,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 4,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "IRL",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 8.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 97.75,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "417",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 7,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "January",
+          "arrival_date_week_number": 2,
+          "arrival_date_day_of_month": 10,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Corporate",
+          "distribution_channel": "Corporate",
+          "is_repeated_guest": 1,
+          "previous_cancellations": 1,
+          "previous_bookings_not_canceled": 12,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": 219.0,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 89.0,
+          "required_car_parking_spaces": 1,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "419",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 179,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 30,
+          "arrival_date_day_of_month": 23,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 4,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "ITA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 90.95,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "420",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 36,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 27,
+          "arrival_date_day_of_month": 1,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "FRA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 107.1,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "421",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 135,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 32,
+          "arrival_date_day_of_month": 6,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 156.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Contract",
+          "adr": 104.55,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "424",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 0,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 33,
+          "arrival_date_day_of_month": 19,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "FRA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 152.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 110.7,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "425",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 102,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 16,
+          "arrival_date_day_of_month": 14,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "CHE",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "B",
+          "assigned_room_type": "B",
+          "booking_changes": 3,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 77.78,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "426",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 263,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 25,
+          "arrival_date_day_of_month": 23,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 37.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 105.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "428",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 90,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 33,
+          "arrival_date_day_of_month": 15,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 5,
+          "adults": 3,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "DEU",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 16.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 116.1,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "431",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 13,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 43,
+          "arrival_date_day_of_month": 21,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 120.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "432",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 292,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 30,
+          "arrival_date_day_of_month": 21,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "DEU",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 6.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 115.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "436",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 31,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 16,
+          "arrival_date_day_of_month": 21,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 3,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "DEU",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": 21.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 75.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "439",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 136,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 13,
+          "arrival_date_day_of_month": 24,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "Undefined",
+          "country": "ESP",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 387.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 84.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "442",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 2,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "January",
+          "arrival_date_week_number": 3,
+          "arrival_date_day_of_month": 16,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 0,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Corporate",
+          "distribution_channel": "Corporate",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "H",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": 428.0,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 35.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "443",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 37,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 15,
+          "arrival_date_day_of_month": 11,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "FRA",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 14.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 135.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "444",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 52,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "November",
+          "arrival_date_week_number": 46,
+          "arrival_date_day_of_month": 11,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "ESP",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 37.8,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "447",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 84,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 30,
+          "arrival_date_day_of_month": 17,
+          "stays_in_weekend_nights": 4,
+          "stays_in_week_nights": 6,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "GBR",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "F",
+          "assigned_room_type": "F",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": 250.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 235.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "451",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 31,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 43,
+          "arrival_date_day_of_month": 18,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 0,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "NLD",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Contract",
+          "adr": 96.3,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "454",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 34,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 23,
+          "arrival_date_day_of_month": 7,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 4,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 132.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "460",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 0,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "February",
+          "arrival_date_week_number": 6,
+          "arrival_date_day_of_month": 5,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 0,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 54.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "461",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 4,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 35,
+          "arrival_date_day_of_month": 23,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Complementary",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": 45.0,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 0.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "466",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 11,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 35,
+          "arrival_date_day_of_month": 23,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 1.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "ESP",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 14.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 90.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "467",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 240,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 37,
+          "arrival_date_day_of_month": 10,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "ITA",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 1.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 96.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "468",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 1,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "December",
+          "arrival_date_week_number": 53,
+          "arrival_date_day_of_month": 30,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "FRA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 127.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "469",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 28,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 32,
+          "arrival_date_day_of_month": 4,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 125.1,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "471",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 128,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 40,
+          "arrival_date_day_of_month": 27,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 4,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "ITA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 152.0,
+          "required_car_parking_spaces": 1,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "472",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 281,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 30,
+          "arrival_date_day_of_month": 25,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 1,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 1.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 62.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "473",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 31,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 33,
+          "arrival_date_day_of_month": 12,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 1.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "A",
+          "booking_changes": 2,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 160.5,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "474",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 112,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 30,
+          "arrival_date_day_of_month": 18,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "BEL",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 105.3,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "478",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 1,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 23,
+          "arrival_date_day_of_month": 2,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Corporate",
+          "distribution_channel": "Corporate",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": 174.0,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 119.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "479",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 2,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "February",
+          "arrival_date_week_number": 8,
+          "arrival_date_day_of_month": 20,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 0,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 43.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "480",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 203,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 21,
+          "arrival_date_day_of_month": 25,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "USA",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": 223.0,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 55.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "481",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 57,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 45,
+          "arrival_date_day_of_month": 30,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 0,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "FRA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 89.1,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "484",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 1,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 29,
+          "arrival_date_day_of_month": 16,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "ITA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 145.67,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "490",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 0,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 28,
+          "arrival_date_day_of_month": 5,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 1.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "POL",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "G",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 159.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "492",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 10,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 21,
+          "arrival_date_day_of_month": 21,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 0,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "E",
+          "assigned_room_type": "E",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 200.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "493",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 48,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 35,
+          "arrival_date_day_of_month": 23,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 5,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "ROU",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 185.71,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "497",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 8,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 14,
+          "arrival_date_day_of_month": 1,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Corporate",
+          "distribution_channel": "Corporate",
+          "is_repeated_guest": 1,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 1,
+          "reserved_room_type": "A",
+          "assigned_room_type": "D",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": 127.0,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 84.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      }
+    ],
+    "target_column": "reservation_status",
+    "task_sub_type": "classification",
+    "ranking_ground_truth": {
+      "top_k_ids": [
+        "027",
+        "036",
+        "052",
+        "098",
+        "122",
+        "127",
+        "145",
+        "150",
+        "261",
+        "305",
+        "325",
+        "328",
+        "399",
+        "412",
+        "472"
+      ]
     },
-    "final_decision": {},
-    "what_if": {},
-    "ground_truth": {
-        "extracted_features": [
-            {
-                "scenario_id": "004",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 1,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 25,
-                    "arrival_date_day_of_month": 18,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 0,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PER",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 150.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-06-19"
-                }
-            },
-            {
-                "scenario_id": "012",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 35,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 44,
-                    "arrival_date_day_of_month": 26,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 4,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "Undefined",
-                    "country": "PRT",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 1,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 1,
-                    "reserved_room_type": "E",
-                    "assigned_room_type": "E",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 126.74,
-                    "required_car_parking_spaces": 1,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-10-31"
-                }
-            },
-            {
-                "scenario_id": "015",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 12,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "January",
-                    "arrival_date_week_number": 4,
-                    "arrival_date_day_of_month": 24,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 1,
-                    "meal": "BB",
-                    "country": "AGO",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 1,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 1,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 98.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-01-27"
-                }
-            },
-            {
-                "scenario_id": "021",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 54,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 15,
-                    "arrival_date_day_of_month": 15,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 2,
-                    "adults": 3,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "ESP",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 184.5,
-                    "required_car_parking_spaces": 1,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-04-19"
-                }
-            },
-            {
-                "scenario_id": "023",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 65,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 18,
-                    "arrival_date_day_of_month": 24,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 0,
-                    "adults": 3,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "CHE",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 137.7,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-04-26"
-                }
-            },
-            {
-                "scenario_id": "024",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 7,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 31,
-                    "arrival_date_day_of_month": 3,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "NLD",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "E",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 119.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-08-04"
-                }
-            },
-            {
-                "scenario_id": "027",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 210,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 41,
-                    "arrival_date_day_of_month": 8,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 12.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 86.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-06-30"
-                }
-            },
-            {
-                "scenario_id": "029",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 55,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "November",
-                    "arrival_date_week_number": 45,
-                    "arrival_date_day_of_month": 2,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 4,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "PAN",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 88.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-11-06"
-                }
-            },
-            {
-                "scenario_id": "030",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 133,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 11,
-                    "arrival_date_day_of_month": 11,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "USA",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "B",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 129.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 42.17,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-03-14"
-                }
-            },
-            {
-                "scenario_id": "032",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 114,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 44,
-                    "arrival_date_day_of_month": 27,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "BRA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 125.1,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-10-28"
-                }
-            },
-            {
-                "scenario_id": "035",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 44,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 34,
-                    "arrival_date_day_of_month": 24,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "FRA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 162.67,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-08-27"
-                }
-            },
-            {
-                "scenario_id": "036",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 105,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 33,
-                    "arrival_date_day_of_month": 13,
-                    "stays_in_weekend_nights": 4,
-                    "stays_in_week_nights": 6,
-                    "adults": 2,
-                    "children": 2.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "MAR",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "G",
-                    "assigned_room_type": "G",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 309.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-07-30"
-                }
-            },
-            {
-                "scenario_id": "040",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 105,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 42,
-                    "arrival_date_day_of_month": 12,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "DEU",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 132.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 75.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-10-15"
-                }
-            },
-            {
-                "scenario_id": "047",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 8,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 34,
-                    "arrival_date_day_of_month": 16,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "GBR",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 241.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 153.42,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-08-20"
-                }
-            },
-            {
-                "scenario_id": "048",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 90,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 29,
-                    "arrival_date_day_of_month": 16,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 5,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": 243.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Contract",
-                    "adr": 93.6,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-07-23"
-                }
-            },
-            {
-                "scenario_id": "049",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 58,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 44,
-                    "arrival_date_day_of_month": 30,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Contract",
-                    "adr": 85.5,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-10-31"
-                }
-            },
-            {
-                "scenario_id": "050",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 0,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 10,
-                    "arrival_date_day_of_month": 4,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 1,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 2,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 55.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-03-05"
-                }
-            },
-            {
-                "scenario_id": "052",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 147,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "December",
-                    "arrival_date_week_number": 53,
-                    "arrival_date_day_of_month": 29,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Contract",
-                    "adr": 72.25,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-08-05"
-                }
-            },
-            {
-                "scenario_id": "058",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 246,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 21,
-                    "arrival_date_day_of_month": 27,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 12.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 128.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-05-29"
-                }
-            },
-            {
-                "scenario_id": "061",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 62,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 34,
-                    "arrival_date_day_of_month": 20,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 8,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "ESP",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 243.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 104.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-08-30"
-                }
-            },
-            {
-                "scenario_id": "067",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 3,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 36,
-                    "arrival_date_day_of_month": 5,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "ESP",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 1.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 62.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-09-09"
-                }
-            },
-            {
-                "scenario_id": "069",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 246,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 37,
-                    "arrival_date_day_of_month": 10,
-                    "stays_in_weekend_nights": 4,
-                    "stays_in_week_nights": 6,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "IRL",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 95.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 77.22,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-09-20"
-                }
-            },
-            {
-                "scenario_id": "076",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 221,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 25,
-                    "arrival_date_day_of_month": 23,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 138.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 89.1,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-06-25"
-                }
-            },
-            {
-                "scenario_id": "089",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 166,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 37,
-                    "arrival_date_day_of_month": 10,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 73.8,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-09-14"
-                }
-            },
-            {
-                "scenario_id": "090",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 0,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "December",
-                    "arrival_date_week_number": 52,
-                    "arrival_date_day_of_month": 26,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "FRA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "E",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 61.0,
-                    "required_car_parking_spaces": 1,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-12-27"
-                }
-            },
-            {
-                "scenario_id": "091",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 0,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 21,
-                    "arrival_date_day_of_month": 17,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 152.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 95.94,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-05-18"
-                }
-            },
-            {
-                "scenario_id": "095",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 84,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 34,
-                    "arrival_date_day_of_month": 14,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 0,
-                    "adults": 2,
-                    "children": 2.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "F",
-                    "assigned_room_type": "F",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 189.9,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-08-16"
-                }
-            },
-            {
-                "scenario_id": "096",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 0,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "November",
-                    "arrival_date_week_number": 48,
-                    "arrival_date_day_of_month": 25,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 1,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 1,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 38.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-11-26"
-                }
-            },
-            {
-                "scenario_id": "098",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 245,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 25,
-                    "arrival_date_day_of_month": 17,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 12.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 75.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-02-09"
-                }
-            },
-            {
-                "scenario_id": "099",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 215,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 17,
-                    "arrival_date_day_of_month": 28,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "ESP",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 103.3,
-                    "required_car_parking_spaces": 1,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-05-02"
-                }
-            },
-            {
-                "scenario_id": "101",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 225,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 22,
-                    "arrival_date_day_of_month": 26,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Groups",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "C",
-                    "booking_changes": 2,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": 223.0,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 66.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-05-30"
-                }
-            },
-            {
-                "scenario_id": "102",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 15,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "January",
-                    "arrival_date_week_number": 4,
-                    "arrival_date_day_of_month": 22,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "BEL",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 80.3,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-01-24"
-                }
-            },
-            {
-                "scenario_id": "105",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 57,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 33,
-                    "arrival_date_day_of_month": 19,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 5,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "ESP",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "E",
-                    "assigned_room_type": "E",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 283.43,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 4,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-08-26"
-                }
-            },
-            {
-                "scenario_id": "107",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 56,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 23,
-                    "arrival_date_day_of_month": 30,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "CHE",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 120.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-06-01"
-                }
-            },
-            {
-                "scenario_id": "109",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 84,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "January",
-                    "arrival_date_week_number": 5,
-                    "arrival_date_day_of_month": 30,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 0,
-                    "adults": 3,
-                    "children": 1.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "BRA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "H",
-                    "assigned_room_type": "H",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 94.0,
-                    "required_car_parking_spaces": 1,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-01-31"
-                }
-            },
-            {
-                "scenario_id": "110",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 100,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 28,
-                    "arrival_date_day_of_month": 8,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 7,
-                    "adults": 3,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "DNK",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "E",
-                    "assigned_room_type": "E",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 130.1,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 3,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-07-17"
-                }
-            },
-            {
-                "scenario_id": "111",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 54,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 37,
-                    "arrival_date_day_of_month": 10,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 1,
-                    "adults": 3,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "ESP",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 192.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 4,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-09-12"
-                }
-            },
-            {
-                "scenario_id": "114",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 22,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "December",
-                    "arrival_date_week_number": 52,
-                    "arrival_date_day_of_month": 24,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "MEX",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 87.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-12-28"
-                }
-            },
-            {
-                "scenario_id": "120",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 54,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 25,
-                    "arrival_date_day_of_month": 19,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "FRA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 2,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 146.67,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-06-22"
-                }
-            },
-            {
-                "scenario_id": "121",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 9,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 29,
-                    "arrival_date_day_of_month": 14,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 5,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 160.29,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-07-21"
-                }
-            },
-            {
-                "scenario_id": "122",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 46,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "February",
-                    "arrival_date_week_number": 7,
-                    "arrival_date_day_of_month": 13,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 11.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 48.6,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-02-04"
-                }
-            },
-            {
-                "scenario_id": "124",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 0,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "January",
-                    "arrival_date_week_number": 4,
-                    "arrival_date_day_of_month": 25,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": 365.0,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 85.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-01-27"
-                }
-            },
-            {
-                "scenario_id": "127",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 175,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 20,
-                    "arrival_date_day_of_month": 19,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 44.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 90.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-11-25"
-                }
-            },
-            {
-                "scenario_id": "129",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 33,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 13,
-                    "arrival_date_day_of_month": 24,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 1.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "ESP",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 143.1,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-03-26"
-                }
-            },
-            {
-                "scenario_id": "130",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 5,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 10,
-                    "arrival_date_day_of_month": 5,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 3,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 8.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 96.05,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-03-10"
-                }
-            },
-            {
-                "scenario_id": "139",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 285,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 39,
-                    "arrival_date_day_of_month": 20,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 5,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "IRL",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "E",
-                    "booking_changes": 2,
-                    "deposit_type": "No Deposit",
-                    "agent": 96.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 78.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-09-27"
-                }
-            },
-            {
-                "scenario_id": "142",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 58,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 40,
-                    "arrival_date_day_of_month": 29,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "IRL",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 14.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 125.1,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-09-30"
-                }
-            },
-            {
-                "scenario_id": "145",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 186,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 22,
-                    "arrival_date_day_of_month": 30,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 19.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 130.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-11-25"
-                }
-            },
-            {
-                "scenario_id": "148",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 31,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 21,
-                    "arrival_date_day_of_month": 21,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "CHN",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 7.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 89.4,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-05-22"
-                }
-            },
-            {
-                "scenario_id": "149",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 102,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 28,
-                    "arrival_date_day_of_month": 15,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "ROU",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 223.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-07-20"
-                }
-            },
-            {
-                "scenario_id": "150",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 383,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 41,
-                    "arrival_date_day_of_month": 6,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 315.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 48.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-03-04"
-                }
-            },
-            {
-                "scenario_id": "154",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 15,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "February",
-                    "arrival_date_week_number": 7,
-                    "arrival_date_day_of_month": 11,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 1,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 2,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 49.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-02-12"
-                }
-            },
-            {
-                "scenario_id": "156",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 5,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "February",
-                    "arrival_date_week_number": 8,
-                    "arrival_date_day_of_month": 16,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Corporate",
-                    "distribution_channel": "Corporate",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": 366.0,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 40.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-02-17"
-                }
-            },
-            {
-                "scenario_id": "158",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 3,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 32,
-                    "arrival_date_day_of_month": 6,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 0,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "IRL",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 241.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 151.99,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-08-07"
-                }
-            },
-            {
-                "scenario_id": "160",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 4,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 32,
-                    "arrival_date_day_of_month": 6,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 231.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-08-07"
-                }
-            },
-            {
-                "scenario_id": "167",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 130,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 24,
-                    "arrival_date_day_of_month": 8,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 5,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 14.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 109.65,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-06-15"
-                }
-            },
-            {
-                "scenario_id": "168",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 85,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 34,
-                    "arrival_date_day_of_month": 19,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 4,
-                    "adults": 3,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "FRA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 201.6,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-08-25"
-                }
-            },
-            {
-                "scenario_id": "169",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 268,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 42,
-                    "arrival_date_day_of_month": 9,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "DEU",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 27.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 80.75,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-10-14"
-                }
-            },
-            {
-                "scenario_id": "171",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 3,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 14,
-                    "arrival_date_day_of_month": 1,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Corporate",
-                    "distribution_channel": "Corporate",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": 225.0,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 50.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-04-02"
-                }
-            },
-            {
-                "scenario_id": "173",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 24,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 23,
-                    "arrival_date_day_of_month": 8,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 8.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 66.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-06-10"
-                }
-            },
-            {
-                "scenario_id": "178",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 166,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 19,
-                    "arrival_date_day_of_month": 3,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 4,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": 14.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 85.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-05-07"
-                }
-            },
-            {
-                "scenario_id": "180",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 107,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 17,
-                    "arrival_date_day_of_month": 27,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 99.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-04-30"
-                }
-            },
-            {
-                "scenario_id": "183",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 48,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "November",
-                    "arrival_date_week_number": 46,
-                    "arrival_date_day_of_month": 6,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "FRA",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 28.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 75.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-11-11"
-                }
-            },
-            {
-                "scenario_id": "185",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 157,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "December",
-                    "arrival_date_week_number": 50,
-                    "arrival_date_day_of_month": 8,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "ITA",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 83.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 68.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-12-11"
-                }
-            },
-            {
-                "scenario_id": "186",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 9,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 45,
-                    "arrival_date_day_of_month": 30,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 0,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "FRA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "B",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 178.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-11-01"
-                }
-            },
-            {
-                "scenario_id": "188",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 2,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 25,
-                    "arrival_date_day_of_month": 13,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 145.67,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-06-16"
-                }
-            },
-            {
-                "scenario_id": "189",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 0,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 42,
-                    "arrival_date_day_of_month": 14,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 129.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-10-15"
-                }
-            },
-            {
-                "scenario_id": "190",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 1,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "February",
-                    "arrival_date_week_number": 7,
-                    "arrival_date_day_of_month": 15,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "ESP",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 108.0,
-                    "required_car_parking_spaces": 1,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-02-16"
-                }
-            },
-            {
-                "scenario_id": "191",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 191,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 27,
-                    "arrival_date_day_of_month": 8,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 2.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "POL",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "F",
-                    "assigned_room_type": "F",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 42.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 152.28,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-07-12"
-                }
-            },
-            {
-                "scenario_id": "192",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 124,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 25,
-                    "arrival_date_day_of_month": 18,
-                    "stays_in_weekend_nights": 3,
-                    "stays_in_week_nights": 6,
-                    "adults": 3,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "SWE",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 153.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-06-27"
-                }
-            },
-            {
-                "scenario_id": "193",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 1,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 39,
-                    "arrival_date_day_of_month": 20,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 2.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "F",
-                    "assigned_room_type": "F",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 275.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-09-21"
-                }
-            },
-            {
-                "scenario_id": "194",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 3,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "January",
-                    "arrival_date_week_number": 2,
-                    "arrival_date_day_of_month": 9,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Corporate",
-                    "distribution_channel": "Corporate",
-                    "is_repeated_guest": 1,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 2,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": 286.0,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 39.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-01-11"
-                }
-            },
-            {
-                "scenario_id": "196",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 75,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "January",
-                    "arrival_date_week_number": 2,
-                    "arrival_date_day_of_month": 8,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "USA",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 330.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 67.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-01-11"
-                }
-            },
-            {
-                "scenario_id": "199",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 1,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 32,
-                    "arrival_date_day_of_month": 4,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "FRA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": 152.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 110.19,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-08-05"
-                }
-            },
-            {
-                "scenario_id": "204",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 239,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 44,
-                    "arrival_date_day_of_month": 28,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "DEU",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 8.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 96.3,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-10-30"
-                }
-            },
-            {
-                "scenario_id": "207",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 107,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 12,
-                    "arrival_date_day_of_month": 17,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 28.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 58.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-03-20"
-                }
-            },
-            {
-                "scenario_id": "208",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 4,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 25,
-                    "arrival_date_day_of_month": 23,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "DEU",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 423.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 141.04,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-06-28"
-                }
-            },
-            {
-                "scenario_id": "212",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 56,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 40,
-                    "arrival_date_day_of_month": 2,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 5,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "NLD",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "E",
-                    "assigned_room_type": "E",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 71.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Contract",
-                    "adr": 77.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-10-09"
-                }
-            },
-            {
-                "scenario_id": "213",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 41,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 12,
-                    "arrival_date_day_of_month": 13,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "POL",
-                    "market_segment": "Corporate",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": 193.0,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 70.33,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-03-16"
-                }
-            },
-            {
-                "scenario_id": "220",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 0,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "February",
-                    "arrival_date_week_number": 6,
-                    "arrival_date_day_of_month": 6,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "C",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 55.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-02-07"
-                }
-            },
-            {
-                "scenario_id": "223",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 86,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 13,
-                    "arrival_date_day_of_month": 20,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 73.95,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-03-24"
-                }
-            },
-            {
-                "scenario_id": "225",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 1,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "January",
-                    "arrival_date_week_number": 2,
-                    "arrival_date_day_of_month": 12,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "ESP",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 6.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 34.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-01-13"
-                }
-            },
-            {
-                "scenario_id": "228",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 8,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 38,
-                    "arrival_date_day_of_month": 12,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 1.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 8.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 187.55,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-09-14"
-                }
-            },
-            {
-                "scenario_id": "229",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 32,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 13,
-                    "arrival_date_day_of_month": 28,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "AGO",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "E",
-                    "assigned_room_type": "F",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 80.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-03-31"
-                }
-            },
-            {
-                "scenario_id": "231",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 135,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 38,
-                    "arrival_date_day_of_month": 14,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "CN",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 6.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 90.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-09-17"
-                }
-            },
-            {
-                "scenario_id": "232",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 179,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 20,
-                    "arrival_date_day_of_month": 14,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 2,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "FRA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 8.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 116.33,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-05-18"
-                }
-            },
-            {
-                "scenario_id": "233",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 1,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "February",
-                    "arrival_date_week_number": 6,
-                    "arrival_date_day_of_month": 6,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 250.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 45.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-02-09"
-                }
-            },
-            {
-                "scenario_id": "234",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 92,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 12,
-                    "arrival_date_day_of_month": 18,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 87.3,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-03-20"
-                }
-            },
-            {
-                "scenario_id": "240",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 265,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 26,
-                    "arrival_date_day_of_month": 24,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "DEU",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 6.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 115.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-06-26"
-                }
-            },
-            {
-                "scenario_id": "241",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 126,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 18,
-                    "arrival_date_day_of_month": 2,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "DEU",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "E",
-                    "assigned_room_type": "E",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 6.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 64.8,
-                    "required_car_parking_spaces": 1,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-05-04"
-                }
-            },
-            {
-                "scenario_id": "254",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 3,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "February",
-                    "arrival_date_week_number": 8,
-                    "arrival_date_day_of_month": 15,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 2,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Corporate",
-                    "distribution_channel": "Corporate",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": 139.0,
-                    "company": 99.0,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 30.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-02-18"
-                }
-            },
-            {
-                "scenario_id": "258",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 78,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "January",
-                    "arrival_date_week_number": 4,
-                    "arrival_date_day_of_month": 25,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "SVK",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": 365.0,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 85.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-01-27"
-                }
-            },
-            {
-                "scenario_id": "261",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 81,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "December",
-                    "arrival_date_week_number": 50,
-                    "arrival_date_day_of_month": 8,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "ITA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 79.2,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-09-19"
-                }
-            },
-            {
-                "scenario_id": "265",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 346,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 38,
-                    "arrival_date_day_of_month": 13,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "DEU",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 6.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 115.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-09-15"
-                }
-            },
-            {
-                "scenario_id": "266",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 0,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "February",
-                    "arrival_date_week_number": 8,
-                    "arrival_date_day_of_month": 18,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Corporate",
-                    "distribution_channel": "Corporate",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 3,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 30.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-02-19"
-                }
-            },
-            {
-                "scenario_id": "269",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 0,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 21,
-                    "arrival_date_day_of_month": 17,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 0,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 1,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 6.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 0.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-05-17"
-                }
-            },
-            {
-                "scenario_id": "270",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 3,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "February",
-                    "arrival_date_week_number": 7,
-                    "arrival_date_day_of_month": 11,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "NLD",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 7.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 67.22,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-02-12"
-                }
-            },
-            {
-                "scenario_id": "271",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 69,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 44,
-                    "arrival_date_day_of_month": 25,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 37.0,
-                    "company": null,
-                    "days_in_waiting_list": 58,
-                    "customer_type": "Transient-Party",
-                    "adr": 85.67,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-10-28"
-                }
-            },
-            {
-                "scenario_id": "272",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 7,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 41,
-                    "arrival_date_day_of_month": 5,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 4,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Groups",
-                    "distribution_channel": "Corporate",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": 405.0,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 50.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-10-10"
-                }
-            },
-            {
-                "scenario_id": "275",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 0,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 40,
-                    "arrival_date_day_of_month": 26,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 0,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "POL",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "D",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": 152.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 106.65,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-09-27"
-                }
-            },
-            {
-                "scenario_id": "276",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 12,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 39,
-                    "arrival_date_day_of_month": 22,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "F",
-                    "assigned_room_type": "E",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 250.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 115.2,
-                    "required_car_parking_spaces": 1,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-09-24"
-                }
-            },
-            {
-                "scenario_id": "279",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 1,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "November",
-                    "arrival_date_week_number": 46,
-                    "arrival_date_day_of_month": 14,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "ITA",
-                    "market_segment": "Corporate",
-                    "distribution_channel": "Corporate",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": 144.0,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 79.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-11-15"
-                }
-            },
-            {
-                "scenario_id": "280",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 76,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 14,
-                    "arrival_date_day_of_month": 2,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "DEU",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 87.3,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-04-05"
-                }
-            },
-            {
-                "scenario_id": "282",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 1,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "January",
-                    "arrival_date_week_number": 4,
-                    "arrival_date_day_of_month": 17,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 4,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "AGO",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 90.33,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-01-23"
-                }
-            },
-            {
-                "scenario_id": "284",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 178,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 41,
-                    "arrival_date_day_of_month": 2,
-                    "stays_in_weekend_nights": 4,
-                    "stays_in_week_nights": 5,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "IRL",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 171.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 60.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-10-11"
-                }
-            },
-            {
-                "scenario_id": "286",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 287,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 42,
-                    "arrival_date_day_of_month": 15,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Groups",
-                    "distribution_channel": "Corporate",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": 223.0,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 44.5,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-10-18"
-                }
-            },
-            {
-                "scenario_id": "293",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 67,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 9,
-                    "arrival_date_day_of_month": 3,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 3,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "ESP",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 106.2,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-03-05"
-                }
-            },
-            {
-                "scenario_id": "294",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 119,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 32,
-                    "arrival_date_day_of_month": 7,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": null,
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 1,
-                    "reserved_room_type": "E",
-                    "assigned_room_type": "E",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 164.0,
-                    "required_car_parking_spaces": 1,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-08-09"
-                }
-            },
-            {
-                "scenario_id": "295",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 5,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 14,
-                    "arrival_date_day_of_month": 1,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 141.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-04-06"
-                }
-            },
-            {
-                "scenario_id": "296",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 29,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "January",
-                    "arrival_date_week_number": 3,
-                    "arrival_date_day_of_month": 18,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "NOR",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 171.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 65.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-01-21"
-                }
-            },
-            {
-                "scenario_id": "298",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 5,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "February",
-                    "arrival_date_week_number": 6,
-                    "arrival_date_day_of_month": 1,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "FRA",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 28.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 66.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-02-05"
-                }
-            },
-            {
-                "scenario_id": "300",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 32,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "November",
-                    "arrival_date_week_number": 47,
-                    "arrival_date_day_of_month": 20,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 119.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 73.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-11-22"
-                }
-            },
-            {
-                "scenario_id": "302",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 15,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 30,
-                    "arrival_date_day_of_month": 18,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 4,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "ESP",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "C",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 5.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 167.2,
-                    "required_car_parking_spaces": 1,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-07-23"
-                }
-            },
-            {
-                "scenario_id": "303",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 57,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 29,
-                    "arrival_date_day_of_month": 15,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "FB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "C",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 305.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 98.75,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-07-17"
-                }
-            },
-            {
-                "scenario_id": "305",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 121,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 33,
-                    "arrival_date_day_of_month": 18,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "GBR",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 125.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-08-05"
-                }
-            },
-            {
-                "scenario_id": "306",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 9,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "January",
-                    "arrival_date_week_number": 2,
-                    "arrival_date_day_of_month": 14,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "PRT",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "E",
-                    "assigned_room_type": "E",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 14.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 160.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-01-15"
-                }
-            },
-            {
-                "scenario_id": "308",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 29,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "December",
-                    "arrival_date_week_number": 49,
-                    "arrival_date_day_of_month": 2,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Corporate",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 85.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-12-04"
-                }
-            },
-            {
-                "scenario_id": "309",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 46,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 21,
-                    "arrival_date_day_of_month": 19,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "DEU",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 16.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 86.5,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-05-24"
-                }
-            },
-            {
-                "scenario_id": "310",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 60,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 39,
-                    "arrival_date_day_of_month": 21,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "FRA",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 20.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 65.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-09-23"
-                }
-            },
-            {
-                "scenario_id": "312",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 75,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 32,
-                    "arrival_date_day_of_month": 8,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 5,
-                    "adults": 2,
-                    "children": 2.0,
-                    "babies": 0,
-                    "meal": "FB",
-                    "country": "PRT",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "C",
-                    "assigned_room_type": "C",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 250.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 276.43,
-                    "required_car_parking_spaces": 1,
-                    "total_of_special_requests": 3,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-08-15"
-                }
-            },
-            {
-                "scenario_id": "313",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 19,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 30,
-                    "arrival_date_day_of_month": 25,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 1.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 62.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-07-29"
-                }
-            },
-            {
-                "scenario_id": "314",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 9,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "November",
-                    "arrival_date_week_number": 47,
-                    "arrival_date_day_of_month": 19,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 4,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "NOR",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "E",
-                    "assigned_room_type": "E",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 63.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-11-25"
-                }
-            },
-            {
-                "scenario_id": "320",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 320,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 34,
-                    "arrival_date_day_of_month": 18,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "DEU",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 6.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 115.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-08-20"
-                }
-            },
-            {
-                "scenario_id": "321",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 17,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 43,
-                    "arrival_date_day_of_month": 22,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 3,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": null,
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "F",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 45.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-10-26"
-                }
-            },
-            {
-                "scenario_id": "322",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 133,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 29,
-                    "arrival_date_day_of_month": 13,
-                    "stays_in_weekend_nights": 3,
-                    "stays_in_week_nights": 5,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "FIN",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "E",
-                    "assigned_room_type": "E",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 156.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Contract",
-                    "adr": 112.63,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-07-21"
-                }
-            },
-            {
-                "scenario_id": "325",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 86,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "December",
-                    "arrival_date_week_number": 50,
-                    "arrival_date_day_of_month": 8,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 1.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "ESP",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "F",
-                    "assigned_room_type": "F",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 174.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-09-13"
-                }
-            },
-            {
-                "scenario_id": "328",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 22,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "December",
-                    "arrival_date_week_number": 53,
-                    "arrival_date_day_of_month": 29,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "FRA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 198.88,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-12-22"
-                }
-            },
-            {
-                "scenario_id": "329",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 15,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 23,
-                    "arrival_date_day_of_month": 6,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "BRA",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 28.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 89.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-06-08"
-                }
-            },
-            {
-                "scenario_id": "330",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 39,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 31,
-                    "arrival_date_day_of_month": 26,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 5,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "ESP",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 196.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 133.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-08-02"
-                }
-            },
-            {
-                "scenario_id": "333",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 223,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 30,
-                    "arrival_date_day_of_month": 27,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "CN",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 314.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 112.7,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-08-01"
-                }
-            },
-            {
-                "scenario_id": "339",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 0,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 44,
-                    "arrival_date_day_of_month": 26,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 0,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": 329.0,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 35.1,
-                    "required_car_parking_spaces": 1,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-10-27"
-                }
-            },
-            {
-                "scenario_id": "341",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 69,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 12,
-                    "arrival_date_day_of_month": 23,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "AGO",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 79.2,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-03-25"
-                }
-            },
-            {
-                "scenario_id": "343",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 4,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 21,
-                    "arrival_date_day_of_month": 21,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 0,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "SVN",
-                    "market_segment": "Aviation",
-                    "distribution_channel": "Corporate",
-                    "is_repeated_guest": 1,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 2,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": 153.0,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 150.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-05-23"
-                }
-            },
-            {
-                "scenario_id": "345",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 25,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 43,
-                    "arrival_date_day_of_month": 18,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "FRA",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 28.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 85.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-10-21"
-                }
-            },
-            {
-                "scenario_id": "347",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 160,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 28,
-                    "arrival_date_day_of_month": 10,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "AUT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 107.1,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-07-13"
-                }
-            },
-            {
-                "scenario_id": "348",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 1,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "November",
-                    "arrival_date_week_number": 46,
-                    "arrival_date_day_of_month": 10,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 4,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "FRA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Contract",
-                    "adr": 97.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-11-14"
-                }
-            },
-            {
-                "scenario_id": "349",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 208,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 33,
-                    "arrival_date_day_of_month": 8,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 5,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 126.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-08-15"
-                }
-            },
-            {
-                "scenario_id": "351",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 328,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 40,
-                    "arrival_date_day_of_month": 30,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "FRA",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 1.0,
-                    "company": null,
-                    "days_in_waiting_list": 38,
-                    "customer_type": "Transient-Party",
-                    "adr": 65.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-10-02"
-                }
-            },
-            {
-                "scenario_id": "354",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 11,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "November",
-                    "arrival_date_week_number": 47,
-                    "arrival_date_day_of_month": 16,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "DEU",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 5.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 32.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-11-19"
-                }
-            },
-            {
-                "scenario_id": "361",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 31,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 17,
-                    "arrival_date_day_of_month": 18,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Groups",
-                    "distribution_channel": "Corporate",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "E",
-                    "assigned_room_type": "E",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 91.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-04-20"
-                }
-            },
-            {
-                "scenario_id": "362",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 1,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 21,
-                    "arrival_date_day_of_month": 17,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Corporate",
-                    "distribution_channel": "Corporate",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": 331.0,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 63.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-05-19"
-                }
-            },
-            {
-                "scenario_id": "365",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 21,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 28,
-                    "arrival_date_day_of_month": 11,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "AUT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 146.67,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-07-14"
-                }
-            },
-            {
-                "scenario_id": "369",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 396,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 26,
-                    "arrival_date_day_of_month": 25,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 0,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "DEU",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 6.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 122.4,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-06-27"
-                }
-            },
-            {
-                "scenario_id": "370",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 180,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 32,
-                    "arrival_date_day_of_month": 31,
-                    "stays_in_weekend_nights": 4,
-                    "stays_in_week_nights": 5,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 314.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 112.8,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-08-09"
-                }
-            },
-            {
-                "scenario_id": "371",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 99,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 28,
-                    "arrival_date_day_of_month": 9,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "ESP",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 109.5,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-07-12"
-                }
-            },
-            {
-                "scenario_id": "376",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 0,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 28,
-                    "arrival_date_day_of_month": 15,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 1,
-                    "adults": 3,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "USA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 241.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 205.33,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-07-18"
-                }
-            },
-            {
-                "scenario_id": "379",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 36,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 34,
-                    "arrival_date_day_of_month": 22,
-                    "stays_in_weekend_nights": 4,
-                    "stays_in_week_nights": 10,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "FRA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "F",
-                    "assigned_room_type": "E",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 241.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 187.33,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-09-05"
-                }
-            },
-            {
-                "scenario_id": "382",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 43,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 42,
-                    "arrival_date_day_of_month": 15,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 4,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "DEU",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 145.2,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-10-21"
-                }
-            },
-            {
-                "scenario_id": "387",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 231,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 19,
-                    "arrival_date_day_of_month": 9,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 4,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "GBR",
-                    "market_segment": "Groups",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "E",
-                    "assigned_room_type": "E",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 79.5,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-05-13"
-                }
-            },
-            {
-                "scenario_id": "389",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 48,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 37,
-                    "arrival_date_day_of_month": 11,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 1.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 60.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-09-14"
-                }
-            },
-            {
-                "scenario_id": "394",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 5,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 31,
-                    "arrival_date_day_of_month": 26,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 5,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 237.67,
-                    "required_car_parking_spaces": 1,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-08-01"
-                }
-            },
-            {
-                "scenario_id": "395",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 17,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "February",
-                    "arrival_date_week_number": 10,
-                    "arrival_date_day_of_month": 28,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 3,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "NGA",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 14.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 101.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "No-Show",
-                    "reservation_status_date": "2016-02-28"
-                }
-            },
-            {
-                "scenario_id": "396",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 158,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 13,
-                    "arrival_date_day_of_month": 27,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "ISR",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 37.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 95.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-03-29"
-                }
-            },
-            {
-                "scenario_id": "399",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 66,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 15,
-                    "arrival_date_day_of_month": 9,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 0,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 100.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-02-02"
-                }
-            },
-            {
-                "scenario_id": "400",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 21,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 12,
-                    "arrival_date_day_of_month": 22,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 1.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 137.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 3,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-03-24"
-                }
-            },
-            {
-                "scenario_id": "401",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 58,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 41,
-                    "arrival_date_day_of_month": 5,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 251.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 59.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-10-06"
-                }
-            },
-            {
-                "scenario_id": "402",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 0,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 12,
-                    "arrival_date_day_of_month": 16,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "CHN",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 1,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 1,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 58.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-03-17"
-                }
-            },
-            {
-                "scenario_id": "403",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 87,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 18,
-                    "arrival_date_day_of_month": 4,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "NLD",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 108.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-05-07"
-                }
-            },
-            {
-                "scenario_id": "405",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 114,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 42,
-                    "arrival_date_day_of_month": 12,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 4,
-                    "adults": 0,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "USA",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": 14.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 0.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-10-17"
-                }
-            },
-            {
-                "scenario_id": "408",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 0,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 42,
-                    "arrival_date_day_of_month": 15,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 1,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 94.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 0.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-10-16"
-                }
-            },
-            {
-                "scenario_id": "411",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 32,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 31,
-                    "arrival_date_day_of_month": 29,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "ARE",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "E",
-                    "assigned_room_type": "E",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 226.33,
-                    "required_car_parking_spaces": 1,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-08-01"
-                }
-            },
-            {
-                "scenario_id": "412",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 66,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 33,
-                    "arrival_date_day_of_month": 16,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 4,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 230.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-07-04"
-                }
-            },
-            {
-                "scenario_id": "413",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 109,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 28,
-                    "arrival_date_day_of_month": 4,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 4,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "IRL",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 8.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 97.75,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-07-09"
-                }
-            },
-            {
-                "scenario_id": "417",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 7,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "January",
-                    "arrival_date_week_number": 2,
-                    "arrival_date_day_of_month": 10,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Corporate",
-                    "distribution_channel": "Corporate",
-                    "is_repeated_guest": 1,
-                    "previous_cancellations": 1,
-                    "previous_bookings_not_canceled": 12,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": 219.0,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 89.0,
-                    "required_car_parking_spaces": 1,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-01-12"
-                }
-            },
-            {
-                "scenario_id": "419",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 179,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 30,
-                    "arrival_date_day_of_month": 23,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 4,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "ITA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 90.95,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-07-29"
-                }
-            },
-            {
-                "scenario_id": "420",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 36,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 27,
-                    "arrival_date_day_of_month": 1,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "FRA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 107.1,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-07-03"
-                }
-            },
-            {
-                "scenario_id": "421",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 135,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 32,
-                    "arrival_date_day_of_month": 6,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 156.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Contract",
-                    "adr": 104.55,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-08-11"
-                }
-            },
-            {
-                "scenario_id": "424",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 0,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 33,
-                    "arrival_date_day_of_month": 19,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "FRA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 152.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 110.7,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-08-21"
-                }
-            },
-            {
-                "scenario_id": "425",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 102,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 16,
-                    "arrival_date_day_of_month": 14,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "CHE",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "B",
-                    "assigned_room_type": "B",
-                    "booking_changes": 3,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 77.78,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-04-18"
-                }
-            },
-            {
-                "scenario_id": "426",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 263,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 25,
-                    "arrival_date_day_of_month": 23,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 37.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 105.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-06-27"
-                }
-            },
-            {
-                "scenario_id": "428",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 90,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 33,
-                    "arrival_date_day_of_month": 15,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 5,
-                    "adults": 3,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "DEU",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 16.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 116.1,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-08-22"
-                }
-            },
-            {
-                "scenario_id": "431",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 13,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 43,
-                    "arrival_date_day_of_month": 21,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 120.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-10-23"
-                }
-            },
-            {
-                "scenario_id": "432",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 292,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 30,
-                    "arrival_date_day_of_month": 21,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "DEU",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 6.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 115.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-07-23"
-                }
-            },
-            {
-                "scenario_id": "436",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 31,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 16,
-                    "arrival_date_day_of_month": 21,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 3,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "DEU",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": 21.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 75.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-04-26"
-                }
-            },
-            {
-                "scenario_id": "439",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 136,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 13,
-                    "arrival_date_day_of_month": 24,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "Undefined",
-                    "country": "ESP",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 387.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 84.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-03-27"
-                }
-            },
-            {
-                "scenario_id": "442",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 2,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "January",
-                    "arrival_date_week_number": 3,
-                    "arrival_date_day_of_month": 16,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 0,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Corporate",
-                    "distribution_channel": "Corporate",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "H",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": 428.0,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 35.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-01-17"
-                }
-            },
-            {
-                "scenario_id": "443",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 37,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 15,
-                    "arrival_date_day_of_month": 11,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "FRA",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 14.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 135.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-04-13"
-                }
-            },
-            {
-                "scenario_id": "444",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 52,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "November",
-                    "arrival_date_week_number": 46,
-                    "arrival_date_day_of_month": 11,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "ESP",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 37.8,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-11-16"
-                }
-            },
-            {
-                "scenario_id": "447",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 84,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 30,
-                    "arrival_date_day_of_month": 17,
-                    "stays_in_weekend_nights": 4,
-                    "stays_in_week_nights": 6,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "GBR",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "F",
-                    "assigned_room_type": "F",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": 250.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 235.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-07-27"
-                }
-            },
-            {
-                "scenario_id": "451",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 31,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 43,
-                    "arrival_date_day_of_month": 18,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 0,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "NLD",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Contract",
-                    "adr": 96.3,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-10-20"
-                }
-            },
-            {
-                "scenario_id": "454",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 34,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 23,
-                    "arrival_date_day_of_month": 7,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 4,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 132.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-06-12"
-                }
-            },
-            {
-                "scenario_id": "460",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 0,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "February",
-                    "arrival_date_week_number": 6,
-                    "arrival_date_day_of_month": 5,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 0,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 54.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-02-07"
-                }
-            },
-            {
-                "scenario_id": "461",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 4,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 35,
-                    "arrival_date_day_of_month": 23,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Complementary",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": 45.0,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 0.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-08-26"
-                }
-            },
-            {
-                "scenario_id": "466",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 11,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 35,
-                    "arrival_date_day_of_month": 23,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 1.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "ESP",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 14.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 90.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-08-26"
-                }
-            },
-            {
-                "scenario_id": "467",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 240,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 37,
-                    "arrival_date_day_of_month": 10,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "ITA",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 1.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 96.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-09-12"
-                }
-            },
-            {
-                "scenario_id": "468",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 1,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "December",
-                    "arrival_date_week_number": 53,
-                    "arrival_date_day_of_month": 30,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "FRA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 127.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-01-02"
-                }
-            },
-            {
-                "scenario_id": "469",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 28,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 32,
-                    "arrival_date_day_of_month": 4,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 125.1,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-08-05"
-                }
-            },
-            {
-                "scenario_id": "471",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 128,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 40,
-                    "arrival_date_day_of_month": 27,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 4,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "ITA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 152.0,
-                    "required_car_parking_spaces": 1,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-10-01"
-                }
-            },
-            {
-                "scenario_id": "472",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 281,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 30,
-                    "arrival_date_day_of_month": 25,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 1,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 1.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 62.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-07-06"
-                }
-            },
-            {
-                "scenario_id": "473",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 31,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 33,
-                    "arrival_date_day_of_month": 12,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 1.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "A",
-                    "booking_changes": 2,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 160.5,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-08-14"
-                }
-            },
-            {
-                "scenario_id": "474",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 112,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 30,
-                    "arrival_date_day_of_month": 18,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "BEL",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 105.3,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-07-21"
-                }
-            },
-            {
-                "scenario_id": "478",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 1,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 23,
-                    "arrival_date_day_of_month": 2,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Corporate",
-                    "distribution_channel": "Corporate",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": 174.0,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 119.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-06-04"
-                }
-            },
-            {
-                "scenario_id": "479",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 2,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "February",
-                    "arrival_date_week_number": 8,
-                    "arrival_date_day_of_month": 20,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 0,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 43.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-02-21"
-                }
-            },
-            {
-                "scenario_id": "480",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 203,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 21,
-                    "arrival_date_day_of_month": 25,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "USA",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": 223.0,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 55.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-05-28"
-                }
-            },
-            {
-                "scenario_id": "481",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 57,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 45,
-                    "arrival_date_day_of_month": 30,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 0,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "FRA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 89.1,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-11-01"
-                }
-            },
-            {
-                "scenario_id": "484",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 1,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 29,
-                    "arrival_date_day_of_month": 16,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "ITA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 145.67,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-07-19"
-                }
-            },
-            {
-                "scenario_id": "490",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 0,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 28,
-                    "arrival_date_day_of_month": 5,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 1.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "POL",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "G",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 159.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-07-06"
-                }
-            },
-            {
-                "scenario_id": "492",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 10,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 21,
-                    "arrival_date_day_of_month": 21,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 0,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "E",
-                    "assigned_room_type": "E",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 200.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-05-22"
-                }
-            },
-            {
-                "scenario_id": "493",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 48,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 35,
-                    "arrival_date_day_of_month": 23,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 5,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "ROU",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 185.71,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-08-30"
-                }
-            },
-            {
-                "scenario_id": "497",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 8,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 14,
-                    "arrival_date_day_of_month": 1,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Corporate",
-                    "distribution_channel": "Corporate",
-                    "is_repeated_guest": 1,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 1,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "D",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": 127.0,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 84.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-04-03"
-                }
-            }
-        ],
-        "target_column": "reservation_status",
-        "task_sub_type": "classification",
-        "ranking_ground_truth": {
-            "top_k_ids": [
-                "027",
-                "036",
-                "052",
-                "098",
-                "122",
-                "127",
-                "145",
-                "150",
-                "261",
-                "305",
-                "325",
-                "328",
-                "399",
-                "412",
-                "472"
-            ]
-        },
-        "active_filters": [],
-        "target_class_value": "canceled"
-    },
-    "response": "",
-    "evaluation_score": {}
-}
\ No newline at end of file
+    "active_filters": [],
+    "target_class_value": "canceled"
+  },
+  "response": "",
+  "evaluation_score": {}
+}
diff --git a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_002/current.csv b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_002/current.csv
index 4e7404c71886a76b702ba14c21b40a021c0c153d..69d51dba267254963a4d97c471f24a514830dc4b 100644
--- a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_002/current.csv
+++ b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_002/current.csv
@@ -1,201 +1,201 @@
-hotel,is_canceled,lead_time,arrival_date_year,arrival_date_month,arrival_date_week_number,arrival_date_day_of_month,stays_in_weekend_nights,stays_in_week_nights,adults,children,babies,meal,country,market_segment,distribution_channel,is_repeated_guest,previous_cancellations,previous_bookings_not_canceled,reserved_room_type,assigned_room_type,booking_changes,deposit_type,agent,company,days_in_waiting_list,customer_type,adr,required_car_parking_spaces,total_of_special_requests,reservation_status_date
-City Hotel,0,1,2017,June,25,18,1,0,2,0.0,0,BB,PER,Direct,Direct,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,150.0,0,1,2017-06-19
-Resort Hotel,0,35,2016,October,44,26,1,4,2,0.0,0,Undefined,PRT,Direct,Direct,1,0,1,E,E,0,No Deposit,,,0,Transient,126.74,1,2,2016-10-31
-City Hotel,0,12,2017,January,4,24,0,3,2,0.0,1,BB,AGO,Direct,Direct,1,0,1,A,A,0,No Deposit,,,0,Transient,98.0,0,2,2017-01-27
-City Hotel,0,54,2017,April,15,15,2,2,3,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,184.5,1,0,2017-04-19
-City Hotel,0,65,2016,April,18,24,2,0,3,0.0,0,BB,CHE,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient-Party,137.7,0,2,2016-04-26
-City Hotel,0,7,2017,August,31,3,0,1,1,0.0,0,SC,NLD,Online TA,TA/TO,0,0,0,A,E,0,No Deposit,9.0,,0,Transient,119.0,0,0,2017-08-04
-City Hotel,1,210,2015,October,41,8,1,3,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,12.0,,0,Transient-Party,86.0,0,0,2015-06-30
-City Hotel,0,55,2016,November,45,2,0,4,2,0.0,0,SC,PAN,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,88.0,0,0,2016-11-06
-City Hotel,0,133,2016,March,11,11,1,2,2,0.0,0,BB,USA,Offline TA/TO,TA/TO,0,0,0,A,B,0,No Deposit,129.0,,0,Transient-Party,42.17,0,1,2016-03-14
-City Hotel,0,114,2016,October,44,27,0,1,1,0.0,0,BB,BRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,125.1,0,1,2016-10-28
-City Hotel,0,44,2017,August,34,24,0,3,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,162.67,0,1,2017-08-27
-Resort Hotel,1,105,2016,August,33,13,4,6,2,2.0,0,HB,MAR,Online TA,TA/TO,0,0,0,G,G,0,No Deposit,240.0,,0,Transient,309.0,0,0,2016-07-30
-City Hotel,0,105,2016,October,42,12,0,3,2,0.0,0,BB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,132.0,,0,Transient-Party,75.0,0,0,2016-10-15
-Resort Hotel,0,8,2015,August,34,16,2,2,2,0.0,0,HB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,241.0,,0,Transient,153.42,0,1,2015-08-20
-Resort Hotel,0,90,2015,July,29,16,2,5,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,A,A,1,No Deposit,243.0,,0,Contract,93.6,0,1,2015-07-23
-City Hotel,0,58,2015,October,44,30,0,1,1,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Contract,85.5,0,2,2015-10-31
-Resort Hotel,0,0,2016,March,10,4,0,1,2,0.0,0,BB,PRT,Direct,Direct,1,0,2,D,D,0,No Deposit,,,0,Transient,55.0,0,0,2016-03-05
-City Hotel,1,147,2015,December,53,29,0,3,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Contract,72.25,0,2,2015-08-05
-City Hotel,0,246,2017,May,21,27,1,1,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,12.0,,0,Transient-Party,128.0,0,1,2017-05-29
-Resort Hotel,0,62,2015,August,34,20,2,8,2,0.0,0,BB,ESP,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,243.0,,0,Transient,104.0,0,0,2015-08-30
-City Hotel,0,3,2015,September,36,5,2,2,2,0.0,0,BB,ESP,Groups,TA/TO,0,0,0,A,D,0,No Deposit,1.0,,0,Transient-Party,62.0,0,0,2015-09-09
-Resort Hotel,0,246,2016,September,37,10,4,6,2,0.0,0,BB,IRL,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,95.0,,0,Transient,77.22,0,2,2016-09-20
-City Hotel,0,221,2017,June,25,23,0,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,138.0,,0,Transient,89.1,0,2,2017-06-25
-Resort Hotel,0,166,2015,September,37,10,1,3,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,73.8,0,2,2015-09-14
-Resort Hotel,0,0,2015,December,52,26,0,1,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,E,0,No Deposit,240.0,,0,Transient,61.0,1,0,2015-12-27
-City Hotel,0,0,2016,May,21,17,0,1,2,0.0,0,SC,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,152.0,,0,Transient,95.94,0,0,2016-05-18
-City Hotel,0,84,2016,August,34,14,2,0,2,2.0,0,BB,GBR,Online TA,TA/TO,0,0,0,F,F,0,No Deposit,9.0,,0,Transient,189.9,0,1,2016-08-16
-Resort Hotel,0,0,2015,November,48,25,0,1,2,0.0,0,BB,PRT,Direct,Direct,1,0,1,A,A,0,No Deposit,,,0,Transient,38.0,0,0,2015-11-26
-City Hotel,1,245,2016,June,25,17,0,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,12.0,,0,Transient,75.0,0,0,2016-02-09
-Resort Hotel,0,215,2017,April,17,28,2,2,2,0.0,0,HB,ESP,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,103.3,1,2,2017-05-02
-Resort Hotel,0,225,2016,May,22,26,1,3,2,0.0,0,BB,GBR,Groups,Direct,0,0,0,A,C,2,No Deposit,,223.0,0,Transient-Party,66.0,0,0,2016-05-30
-City Hotel,0,15,2016,January,4,22,0,2,2,0.0,0,BB,BEL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,80.3,0,1,2016-01-24
-Resort Hotel,0,57,2017,August,33,19,2,5,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,240.0,,0,Transient-Party,283.43,0,4,2017-08-26
-City Hotel,0,56,2016,May,23,30,1,1,1,0.0,0,BB,CHE,Groups,TA/TO,0,0,0,A,A,1,No Deposit,,,0,Transient-Party,120.0,0,0,2016-06-01
-Resort Hotel,0,84,2017,January,5,30,1,0,3,1.0,0,BB,BRA,Online TA,TA/TO,0,0,0,H,H,0,No Deposit,240.0,,0,Transient,94.0,1,2,2017-01-31
-Resort Hotel,0,100,2015,July,28,8,2,7,3,0.0,0,BB,DNK,Online TA,TA/TO,0,0,0,E,E,1,No Deposit,240.0,,0,Transient-Party,130.1,0,3,2015-07-17
-City Hotel,0,54,2016,September,37,10,1,1,3,0.0,0,BB,ESP,Direct,Direct,0,0,0,D,D,0,No Deposit,,,0,Transient,192.0,0,4,2016-09-12
-City Hotel,0,22,2015,December,52,24,1,3,2,0.0,0,BB,MEX,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,87.0,0,1,2015-12-28
-City Hotel,0,54,2017,June,25,19,1,2,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,2,No Deposit,9.0,,0,Transient,146.67,0,2,2017-06-22
-City Hotel,0,9,2016,July,29,14,2,5,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,160.29,0,1,2016-07-21
-City Hotel,1,46,2016,February,7,13,0,1,2,0.0,0,SC,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,11.0,,0,Transient,48.6,0,0,2016-02-04
-City Hotel,0,0,2017,January,4,25,0,2,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,,365.0,0,Transient-Party,85.0,0,0,2017-01-27
-City Hotel,1,175,2017,May,20,19,0,1,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,44.0,,0,Transient,90.0,0,0,2016-11-25
-City Hotel,0,33,2016,March,13,24,0,2,2,1.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,9.0,,0,Transient-Party,143.1,0,1,2016-03-26
-City Hotel,0,5,2017,March,10,5,2,3,1,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,8.0,,0,Transient,96.05,0,0,2017-03-10
-Resort Hotel,0,285,2016,September,39,20,2,5,1,0.0,0,BB,IRL,Groups,TA/TO,0,0,0,D,E,2,No Deposit,96.0,,0,Transient-Party,78.0,0,2,2016-09-27
-City Hotel,0,58,2016,September,40,29,0,1,2,0.0,0,BB,IRL,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient,125.1,0,0,2016-09-30
-City Hotel,1,186,2017,May,22,30,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,19.0,,0,Transient,130.0,0,0,2016-11-25
-City Hotel,0,31,2016,May,21,21,0,1,2,0.0,0,SC,CHN,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,89.4,0,2,2016-05-22
-Resort Hotel,0,102,2017,July,28,15,2,3,2,0.0,0,BB,ROU,Online TA,TA/TO,0,0,0,D,D,1,No Deposit,240.0,,0,Transient,223.0,0,1,2017-07-20
-Resort Hotel,1,383,2016,October,41,6,1,3,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,315.0,,0,Transient-Party,48.0,0,0,2016-03-04
-Resort Hotel,0,15,2016,February,7,11,0,1,1,0.0,0,BB,PRT,Online TA,TA/TO,1,0,2,A,D,0,No Deposit,240.0,,0,Transient,49.0,0,2,2016-02-12
-Resort Hotel,0,5,2016,February,8,16,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,D,0,No Deposit,,366.0,0,Transient,40.0,0,0,2016-02-17
-Resort Hotel,0,3,2017,August,32,6,1,0,2,0.0,0,BB,IRL,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,241.0,,0,Transient,151.99,0,1,2017-08-07
-Resort Hotel,0,4,2016,August,32,6,0,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,231.0,0,1,2016-08-07
-City Hotel,0,130,2016,June,24,8,2,5,2,0.0,0,BB,GBR,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient,109.65,0,1,2016-06-15
-City Hotel,0,85,2016,August,34,19,2,4,3,0.0,0,HB,FRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,201.6,0,1,2016-08-25
-City Hotel,0,268,2016,October,42,9,2,3,2,0.0,0,BB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,27.0,,0,Transient-Party,80.75,0,0,2016-10-14
-Resort Hotel,0,3,2016,April,14,1,0,1,2,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,D,0,No Deposit,,225.0,0,Transient,50.0,0,0,2016-04-02
-Resort Hotel,0,24,2017,June,23,8,0,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,8.0,,0,Transient,66.0,0,0,2017-06-10
-City Hotel,0,166,2016,May,19,3,0,4,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,1,No Deposit,14.0,,0,Transient,85.0,0,0,2016-05-07
-City Hotel,0,107,2017,April,17,27,0,3,2,0.0,0,SC,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,99.0,0,0,2017-04-30
-City Hotel,0,48,2016,November,46,6,2,3,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,28.0,,0,Transient,75.0,0,0,2016-11-11
-City Hotel,0,157,2016,December,50,8,0,3,2,0.0,0,BB,ITA,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,83.0,,0,Transient-Party,68.0,0,0,2016-12-11
-City Hotel,0,9,2016,October,45,30,2,0,2,0.0,0,HB,FRA,Online TA,TA/TO,0,0,0,A,B,0,No Deposit,9.0,,0,Transient,178.0,0,2,2016-11-01
-City Hotel,0,2,2016,June,25,13,1,2,2,0.0,0,HB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,145.67,0,2,2016-06-16
-City Hotel,0,0,2015,October,42,14,0,1,1,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,129.0,0,0,2015-10-15
-City Hotel,0,1,2017,February,7,15,0,1,2,0.0,0,SC,ESP,Direct,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,108.0,1,1,2017-02-16
-City Hotel,0,191,2017,July,27,8,2,2,2,2.0,0,BB,POL,Online TA,TA/TO,0,0,0,F,F,0,No Deposit,42.0,,0,Transient,152.28,0,0,2017-07-12
-Resort Hotel,0,124,2016,June,25,18,3,6,3,0.0,0,BB,SWE,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,153.0,0,1,2016-06-27
-City Hotel,0,1,2016,September,39,20,0,1,2,2.0,0,BB,PRT,Online TA,TA/TO,0,0,0,F,F,0,No Deposit,9.0,,0,Transient,275.0,0,1,2016-09-21
-Resort Hotel,0,3,2017,January,2,9,1,1,1,0.0,0,BB,PRT,Corporate,Corporate,1,0,2,A,A,0,No Deposit,,286.0,0,Transient-Party,39.0,0,0,2017-01-11
-City Hotel,0,75,2017,January,2,8,2,1,1,0.0,0,BB,USA,Groups,TA/TO,0,0,0,D,D,0,No Deposit,330.0,,0,Transient-Party,67.0,0,2,2017-01-11
-City Hotel,0,1,2016,August,32,4,0,1,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,152.0,,0,Transient,110.19,0,0,2016-08-05
-City Hotel,0,239,2016,October,44,28,0,2,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,8.0,,0,Transient,96.3,0,1,2016-10-30
-City Hotel,0,107,2016,March,12,17,0,3,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,28.0,,0,Transient,58.0,0,0,2016-03-20
-City Hotel,0,4,2017,June,25,23,2,3,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,423.0,,0,Transient,141.04,0,0,2017-06-28
-Resort Hotel,0,56,2015,October,40,2,2,5,1,0.0,0,HB,NLD,Offline TA/TO,TA/TO,0,0,0,E,E,0,No Deposit,71.0,,0,Contract,77.0,0,0,2015-10-09
-City Hotel,0,41,2016,March,12,13,2,1,1,0.0,0,BB,POL,Corporate,TA/TO,0,0,0,A,A,0,No Deposit,,193.0,0,Transient-Party,70.33,0,0,2016-03-16
-Resort Hotel,0,0,2016,February,6,6,0,1,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,C,0,No Deposit,,,0,Transient,55.0,0,0,2016-02-07
-City Hotel,0,86,2016,March,13,20,2,2,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient-Party,73.95,0,0,2016-03-24
-Resort Hotel,0,1,2017,January,2,12,0,1,2,0.0,0,BB,ESP,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient,34.0,0,0,2017-01-13
-City Hotel,0,8,2016,September,38,12,1,1,2,1.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,A,0,No Deposit,8.0,,0,Transient,187.55,0,1,2016-09-14
-Resort Hotel,0,32,2017,March,13,28,0,3,2,0.0,0,BB,AGO,Online TA,TA/TO,0,0,0,E,F,0,No Deposit,,,0,Transient,80.0,0,2,2017-03-31
-City Hotel,0,135,2015,September,38,14,1,2,2,0.0,0,BB,CN,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient-Party,90.0,0,0,2015-09-17
-City Hotel,0,179,2017,May,20,14,2,2,1,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,8.0,,0,Transient,116.33,0,1,2017-05-18
-Resort Hotel,0,1,2016,February,6,6,2,1,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,250.0,,0,Transient,45.0,0,1,2016-02-09
-City Hotel,0,92,2016,March,12,18,0,2,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,87.3,0,0,2016-03-20
-City Hotel,0,265,2016,June,26,24,0,2,2,0.0,0,HB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient-Party,115.0,0,1,2016-06-26
-Resort Hotel,0,126,2017,May,18,2,0,2,2,0.0,0,BB,DEU,Offline TA/TO,TA/TO,0,0,0,E,E,0,No Deposit,6.0,,0,Transient,64.8,1,0,2017-05-04
-Resort Hotel,0,3,2016,February,8,15,1,2,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,1,No Deposit,139.0,99.0,0,Transient,30.0,0,0,2016-02-18
-City Hotel,0,78,2017,January,4,25,0,2,1,0.0,0,BB,SVK,Groups,TA/TO,0,0,0,A,A,0,No Deposit,,365.0,0,Transient-Party,85.0,0,0,2017-01-27
-City Hotel,1,81,2016,December,50,8,0,3,2,0.0,0,SC,ITA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,79.2,0,1,2016-09-19
-City Hotel,0,346,2016,September,38,13,0,2,2,0.0,0,HB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient-Party,115.0,0,1,2016-09-15
-Resort Hotel,0,0,2016,February,8,18,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,3,A,A,0,No Deposit,,,0,Transient,30.0,0,0,2016-02-19
-City Hotel,0,0,2016,May,21,17,0,0,1,0.0,0,HB,PRT,Offline TA/TO,TA/TO,1,0,0,A,A,0,No Deposit,6.0,,0,Transient,0.0,0,0,2016-05-17
-City Hotel,0,3,2016,February,7,11,0,1,1,0.0,0,BB,NLD,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,67.22,0,1,2016-02-12
-City Hotel,0,69,2015,October,44,25,2,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,37.0,,58,Transient-Party,85.67,0,0,2015-10-28
-Resort Hotel,0,7,2016,October,41,5,1,4,2,0.0,0,BB,GBR,Groups,Corporate,0,0,0,A,A,0,No Deposit,,405.0,0,Transient-Party,50.0,0,1,2016-10-10
-City Hotel,0,0,2016,September,40,26,1,0,1,0.0,0,SC,POL,Online TA,TA/TO,0,0,0,A,D,1,No Deposit,152.0,,0,Transient,106.65,0,0,2016-09-27
-Resort Hotel,0,12,2016,September,39,22,0,2,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,F,E,0,No Deposit,250.0,,0,Transient,115.2,1,2,2016-09-24
-City Hotel,0,1,2015,November,46,14,0,1,1,0.0,0,BB,ITA,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,144.0,0,Transient-Party,79.0,0,0,2015-11-15
-City Hotel,0,76,2016,April,14,2,2,1,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient-Party,87.3,0,1,2016-04-05
-City Hotel,0,1,2016,January,4,17,2,4,2,0.0,0,BB,AGO,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,90.33,0,1,2016-01-23
-Resort Hotel,0,178,2016,October,41,2,4,5,2,0.0,0,BB,IRL,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,171.0,,0,Transient,60.0,0,0,2016-10-11
-Resort Hotel,0,287,2015,October,42,15,0,3,2,0.0,0,BB,GBR,Groups,Corporate,0,0,0,A,A,1,No Deposit,,223.0,0,Transient-Party,44.5,0,0,2015-10-18
-City Hotel,0,67,2017,March,9,3,0,2,3,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,D,D,1,No Deposit,9.0,,0,Transient,106.2,0,1,2017-03-05
-Resort Hotel,0,119,2015,August,32,7,0,2,2,0.0,0,BB,,Online TA,TA/TO,0,0,1,E,E,0,No Deposit,240.0,,0,Transient,164.0,1,2,2015-08-09
-City Hotel,0,5,2016,April,14,1,2,3,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,1,No Deposit,9.0,,0,Transient,141.0,0,2,2016-04-06
-City Hotel,0,29,2017,January,3,18,0,3,1,0.0,0,BB,NOR,Groups,TA/TO,0,0,0,A,A,0,No Deposit,171.0,,0,Transient-Party,65.0,0,0,2017-01-21
-City Hotel,0,5,2016,February,6,1,1,3,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,28.0,,0,Transient,66.0,0,0,2016-02-05
-City Hotel,0,32,2015,November,47,20,0,2,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,119.0,,0,Transient-Party,73.0,0,0,2015-11-22
-Resort Hotel,0,15,2016,July,30,18,1,4,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,D,C,0,No Deposit,5.0,,0,Transient,167.2,1,0,2016-07-23
-Resort Hotel,0,57,2015,July,29,15,0,2,2,0.0,0,FB,PRT,Groups,Direct,0,0,0,A,C,0,No Deposit,305.0,,0,Transient-Party,98.75,0,0,2015-07-17
-City Hotel,1,121,2017,August,33,18,1,2,2,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,125.0,0,0,2017-08-05
-City Hotel,0,9,2017,January,2,14,0,1,2,0.0,0,HB,PRT,Direct,Direct,0,0,0,E,E,0,No Deposit,14.0,,0,Transient,160.0,0,2,2017-01-15
-City Hotel,0,29,2016,December,49,2,0,2,2,0.0,0,BB,PRT,Corporate,TA/TO,0,0,0,A,A,0,No Deposit,,,0,Transient-Party,85.0,0,0,2016-12-04
-City Hotel,0,46,2016,May,21,19,2,3,2,0.0,0,BB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,16.0,,0,Transient,86.5,0,0,2016-05-24
-City Hotel,0,60,2015,September,39,21,1,1,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,20.0,,0,Transient-Party,65.0,0,0,2015-09-23
-Resort Hotel,0,75,2015,August,32,8,2,5,2,2.0,0,FB,PRT,Direct,Direct,0,0,0,C,C,0,No Deposit,250.0,,0,Transient,276.43,1,3,2015-08-15
-City Hotel,0,19,2015,July,30,25,2,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,D,0,No Deposit,1.0,,0,Transient-Party,62.0,0,0,2015-07-29
-Resort Hotel,0,9,2016,November,47,19,2,4,2,0.0,0,BB,NOR,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,240.0,,0,Transient,63.0,0,2,2016-11-25
-City Hotel,0,320,2016,August,34,18,0,2,2,0.0,0,HB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient-Party,115.0,0,1,2016-08-20
-Resort Hotel,0,17,2015,October,43,22,1,3,1,0.0,0,BB,,Direct,Direct,0,0,0,D,F,0,No Deposit,,,0,Transient,45.0,0,1,2015-10-26
-Resort Hotel,0,133,2015,July,29,13,3,5,2,0.0,0,BB,FIN,Offline TA/TO,TA/TO,0,0,0,E,E,0,No Deposit,156.0,,0,Contract,112.63,0,0,2015-07-21
-City Hotel,1,86,2016,December,50,8,0,3,2,1.0,0,BB,ESP,Online TA,TA/TO,0,0,0,F,F,0,No Deposit,9.0,,0,Transient,174.0,0,0,2016-09-13
-City Hotel,1,22,2016,December,53,29,2,3,2,0.0,0,HB,FRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,198.88,0,2,2016-12-22
-City Hotel,0,15,2017,June,23,6,0,2,2,0.0,0,SC,BRA,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,28.0,,0,Transient,89.0,0,0,2017-06-08
-Resort Hotel,0,39,2015,July,31,26,2,5,2,0.0,0,HB,ESP,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,196.0,,0,Transient,133.0,0,1,2015-08-02
-Resort Hotel,0,223,2017,July,30,27,2,3,2,0.0,0,BB,CN,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,314.0,,0,Transient,112.7,0,0,2017-08-01
-Resort Hotel,0,0,2015,October,44,26,1,0,1,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,1,No Deposit,,329.0,0,Transient,35.1,1,0,2015-10-27
-City Hotel,0,69,2017,March,12,23,0,2,2,0.0,0,SC,AGO,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,79.2,0,1,2017-03-25
-City Hotel,0,4,2017,May,21,21,2,0,1,0.0,0,BB,SVN,Aviation,Corporate,1,0,2,A,A,0,No Deposit,,153.0,0,Transient,150.0,0,0,2017-05-23
-City Hotel,0,25,2016,October,43,18,0,3,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,28.0,,0,Transient,85.0,0,1,2016-10-21
-City Hotel,0,160,2017,July,28,10,1,2,2,0.0,0,BB,AUT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,107.1,0,0,2017-07-13
-City Hotel,0,1,2015,November,46,10,0,4,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Contract,97.0,0,1,2015-11-14
-Resort Hotel,0,208,2016,August,33,8,2,5,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,126.0,0,1,2016-08-15
-City Hotel,0,328,2016,September,40,30,0,2,2,0.0,0,BB,FRA,Groups,TA/TO,0,0,0,A,A,0,No Deposit,1.0,,38,Transient-Party,65.0,0,1,2016-10-02
-Resort Hotel,0,11,2015,November,47,16,1,2,2,0.0,0,BB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,5.0,,0,Transient,32.0,0,0,2015-11-19
-Resort Hotel,0,31,2016,April,17,18,1,1,2,0.0,0,BB,GBR,Groups,Corporate,0,0,0,E,E,0,No Deposit,,,0,Transient,91.0,0,0,2016-04-20
-Resort Hotel,0,1,2016,May,21,17,0,2,2,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,1,No Deposit,,331.0,0,Transient-Party,63.0,0,0,2016-05-19
-City Hotel,0,21,2017,July,28,11,0,3,2,0.0,0,BB,AUT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,146.67,0,1,2017-07-14
-City Hotel,0,396,2017,June,26,25,2,0,2,0.0,0,HB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient-Party,122.4,0,1,2017-06-27
-Resort Hotel,0,180,2016,July,32,31,4,5,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,314.0,,0,Transient,112.8,0,0,2016-08-09
-City Hotel,0,99,2016,July,28,9,2,1,2,0.0,0,SC,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,109.5,0,1,2016-07-12
-Resort Hotel,0,0,2017,July,28,15,2,1,3,0.0,0,BB,USA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,241.0,,0,Transient,205.33,0,0,2017-07-18
-Resort Hotel,0,36,2015,August,34,22,4,10,2,0.0,0,HB,FRA,Online TA,TA/TO,0,0,0,F,E,0,No Deposit,241.0,,0,Transient,187.33,0,1,2015-09-05
-City Hotel,0,43,2016,October,42,15,2,4,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,145.2,0,1,2016-10-21
-Resort Hotel,0,231,2017,May,19,9,0,4,1,0.0,0,HB,GBR,Groups,Direct,0,0,0,E,E,0,No Deposit,,,0,Transient-Party,79.5,0,0,2017-05-13
-City Hotel,0,48,2015,September,37,11,1,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,1.0,,0,Transient-Party,60.0,0,0,2015-09-14
-Resort Hotel,0,5,2016,July,31,26,1,5,2,0.0,0,HB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,237.67,1,1,2016-08-01
-City Hotel,1,17,2016,February,10,28,2,3,1,0.0,0,BB,NGA,Direct,Direct,0,0,0,D,D,0,No Deposit,14.0,,0,Transient,101.0,0,0,2016-02-28
-City Hotel,0,158,2017,March,13,27,1,1,2,0.0,0,BB,ISR,Groups,TA/TO,0,0,0,A,A,0,No Deposit,37.0,,0,Transient-Party,95.0,0,1,2017-03-29
-City Hotel,1,66,2017,April,15,9,2,0,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,,,0,Transient,100.0,0,0,2017-02-02
-City Hotel,0,21,2017,March,12,22,0,2,2,1.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,137.0,0,3,2017-03-24
-Resort Hotel,0,58,2016,October,41,5,0,1,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,251.0,,0,Transient,59.0,0,0,2016-10-06
-Resort Hotel,0,0,2016,March,12,16,0,1,2,0.0,0,BB,CHN,Online TA,TA/TO,1,0,1,D,D,0,No Deposit,240.0,,0,Transient,58.0,0,0,2016-03-17
-City Hotel,0,87,2017,May,18,4,0,3,2,0.0,0,SC,NLD,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,108.0,0,1,2017-05-07
-City Hotel,0,114,2016,October,42,12,1,4,0,0.0,0,BB,USA,Direct,Direct,0,0,0,D,D,1,No Deposit,14.0,,0,Transient,0.0,0,0,2016-10-17
-City Hotel,0,0,2015,October,42,15,0,1,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,1,D,D,0,No Deposit,94.0,,0,Transient,0.0,0,0,2015-10-16
-Resort Hotel,0,32,2016,July,31,29,1,2,2,0.0,0,BB,ARE,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,240.0,,0,Transient,226.33,1,0,2016-08-01
-Resort Hotel,1,66,2017,August,33,16,0,4,1,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,230.0,0,2,2017-07-04
-City Hotel,0,109,2016,July,28,4,1,4,2,0.0,0,SC,IRL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,8.0,,0,Transient,97.75,0,0,2016-07-09
-City Hotel,0,7,2017,January,2,10,0,2,1,0.0,0,BB,PRT,Corporate,Corporate,1,1,12,A,A,1,No Deposit,,219.0,0,Transient,89.0,1,2,2017-01-12
-City Hotel,0,179,2016,July,30,23,2,4,2,0.0,0,BB,ITA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient-Party,90.95,0,1,2016-07-29
-City Hotel,0,36,2016,July,27,1,0,2,2,0.0,0,SC,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,107.1,0,1,2016-07-03
-Resort Hotel,0,135,2015,August,32,6,2,3,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,156.0,,0,Contract,104.55,0,0,2015-08-11
-City Hotel,0,0,2017,August,33,19,1,1,2,0.0,0,SC,FRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,152.0,,0,Transient,110.7,0,0,2017-08-21
-City Hotel,0,102,2016,April,16,14,1,3,2,0.0,0,BB,CHE,Online TA,TA/TO,0,0,0,B,B,3,No Deposit,9.0,,0,Transient-Party,77.78,0,1,2016-04-18
-City Hotel,0,263,2017,June,25,23,2,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,37.0,,0,Transient-Party,105.0,0,1,2017-06-27
-City Hotel,0,90,2017,August,33,15,2,5,3,0.0,0,BB,DEU,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,16.0,,0,Transient,116.1,0,0,2017-08-22
-Resort Hotel,0,13,2016,October,43,21,0,2,2,0.0,0,HB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,120.0,0,1,2016-10-23
-City Hotel,0,292,2016,July,30,21,0,2,2,0.0,0,HB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient-Party,115.0,0,0,2016-07-23
-City Hotel,0,31,2017,April,16,21,2,3,1,0.0,0,BB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,1,No Deposit,21.0,,0,Transient-Party,75.0,0,0,2017-04-26
-Resort Hotel,0,136,2016,March,13,24,0,3,2,0.0,0,Undefined,ESP,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,387.0,,0,Transient-Party,84.0,0,0,2016-03-27
-Resort Hotel,0,2,2017,January,3,16,1,0,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,H,0,No Deposit,,428.0,0,Transient,35.0,0,0,2017-01-17
-City Hotel,0,37,2017,April,15,11,0,2,2,0.0,0,BB,FRA,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient,135.0,0,1,2017-04-13
-Resort Hotel,0,52,2016,November,46,11,2,3,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,37.8,0,2,2016-11-16
-Resort Hotel,0,84,2016,July,30,17,4,6,2,0.0,0,HB,GBR,Direct,Direct,0,0,0,F,F,1,No Deposit,250.0,,0,Transient,235.0,0,0,2016-07-27
-City Hotel,0,31,2015,October,43,18,2,0,2,0.0,0,BB,NLD,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Contract,96.3,0,0,2015-10-20
-City Hotel,0,34,2017,June,23,7,1,4,2,0.0,0,SC,PRT,Online TA,TA/TO,0,0,0,A,D,0,No Deposit,9.0,,0,Transient,132.0,0,2,2017-06-12
-Resort Hotel,0,0,2017,February,6,5,2,0,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,54.0,0,1,2017-02-07
-City Hotel,0,4,2015,August,35,23,2,1,1,0.0,0,BB,PRT,Complementary,Direct,0,0,0,A,A,1,No Deposit,,45.0,0,Transient,0.0,0,1,2015-08-26
-City Hotel,0,11,2015,August,35,23,2,1,2,1.0,0,BB,ESP,Direct,Direct,0,0,0,A,D,0,No Deposit,14.0,,0,Transient,90.0,0,1,2015-08-26
-City Hotel,0,240,2016,September,37,10,1,1,2,0.0,0,HB,ITA,Groups,TA/TO,0,0,0,A,D,0,No Deposit,1.0,,0,Transient-Party,96.0,0,1,2016-09-12
-City Hotel,0,1,2015,December,53,30,0,3,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,127.0,0,1,2016-01-02
-City Hotel,0,28,2016,August,32,4,0,1,1,0.0,0,BB,GBR,Direct,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,125.1,0,1,2016-08-05
-Resort Hotel,0,128,2016,September,40,27,0,4,2,0.0,0,HB,ITA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,152.0,1,1,2016-10-01
-City Hotel,1,281,2015,July,30,25,2,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,No Deposit,1.0,,0,Transient-Party,62.0,0,0,2015-07-06
-City Hotel,0,31,2016,August,33,12,0,2,2,1.0,0,BB,PRT,Direct,Direct,0,0,0,D,A,2,No Deposit,,,0,Transient,160.5,0,2,2016-08-14
-City Hotel,0,112,2016,July,30,18,1,2,2,0.0,0,BB,BEL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,105.3,0,2,2016-07-21
-City Hotel,0,1,2016,June,23,2,0,2,2,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,1,No Deposit,,174.0,0,Transient-Party,119.0,0,1,2016-06-04
-Resort Hotel,0,2,2017,February,8,20,1,0,1,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient-Party,43.0,0,1,2017-02-21
-Resort Hotel,0,203,2017,May,21,25,0,3,2,0.0,0,BB,USA,Groups,TA/TO,0,0,0,A,A,0,No Deposit,,223.0,0,Transient-Party,55.0,0,0,2017-05-28
-City Hotel,0,57,2016,October,45,30,2,0,2,0.0,0,SC,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,89.1,0,1,2016-11-01
-Resort Hotel,0,1,2016,July,29,16,2,1,2,0.0,0,BB,ITA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,145.67,0,0,2016-07-19
-City Hotel,0,0,2016,July,28,5,0,1,2,1.0,0,BB,POL,Online TA,TA/TO,0,0,0,A,G,0,No Deposit,9.0,,0,Transient,159.0,0,0,2016-07-06
-City Hotel,0,10,2017,May,21,21,1,0,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,E,E,1,No Deposit,9.0,,0,Transient,200.0,0,1,2017-05-22
-Resort Hotel,0,48,2015,August,35,23,2,5,2,0.0,0,HB,ROU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,185.71,0,2,2015-08-30
-City Hotel,0,8,2016,April,14,1,0,2,2,0.0,0,BB,PRT,Corporate,Corporate,1,0,1,A,D,1,No Deposit,,127.0,0,Transient,84.0,0,1,2016-04-03
+hotel,lead_time,arrival_date_year,arrival_date_month,arrival_date_week_number,arrival_date_day_of_month,stays_in_weekend_nights,stays_in_week_nights,adults,children,babies,meal,country,market_segment,distribution_channel,is_repeated_guest,previous_cancellations,previous_bookings_not_canceled,reserved_room_type,assigned_room_type,booking_changes,deposit_type,agent,company,days_in_waiting_list,customer_type,adr,required_car_parking_spaces,total_of_special_requests
+City Hotel,1,2017,June,25,18,1,0,2,0.0,0,BB,PER,Direct,Direct,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,150.0,0,1
+Resort Hotel,35,2016,October,44,26,1,4,2,0.0,0,Undefined,PRT,Direct,Direct,1,0,1,E,E,0,No Deposit,,,0,Transient,126.74,1,2
+City Hotel,12,2017,January,4,24,0,3,2,0.0,1,BB,AGO,Direct,Direct,1,0,1,A,A,0,No Deposit,,,0,Transient,98.0,0,2
+City Hotel,54,2017,April,15,15,2,2,3,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,184.5,1,0
+City Hotel,65,2016,April,18,24,2,0,3,0.0,0,BB,CHE,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient-Party,137.7,0,2
+City Hotel,7,2017,August,31,3,0,1,1,0.0,0,SC,NLD,Online TA,TA/TO,0,0,0,A,E,0,No Deposit,9.0,,0,Transient,119.0,0,0
+City Hotel,210,2015,October,41,8,1,3,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,12.0,,0,Transient-Party,86.0,0,0
+City Hotel,55,2016,November,45,2,0,4,2,0.0,0,SC,PAN,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,88.0,0,0
+City Hotel,133,2016,March,11,11,1,2,2,0.0,0,BB,USA,Offline TA/TO,TA/TO,0,0,0,A,B,0,No Deposit,129.0,,0,Transient-Party,42.17,0,1
+City Hotel,114,2016,October,44,27,0,1,1,0.0,0,BB,BRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,125.1,0,1
+City Hotel,44,2017,August,34,24,0,3,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,162.67,0,1
+Resort Hotel,105,2016,August,33,13,4,6,2,2.0,0,HB,MAR,Online TA,TA/TO,0,0,0,G,G,0,No Deposit,240.0,,0,Transient,309.0,0,0
+City Hotel,105,2016,October,42,12,0,3,2,0.0,0,BB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,132.0,,0,Transient-Party,75.0,0,0
+Resort Hotel,8,2015,August,34,16,2,2,2,0.0,0,HB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,241.0,,0,Transient,153.42,0,1
+Resort Hotel,90,2015,July,29,16,2,5,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,A,A,1,No Deposit,243.0,,0,Contract,93.6,0,1
+City Hotel,58,2015,October,44,30,0,1,1,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Contract,85.5,0,2
+Resort Hotel,0,2016,March,10,4,0,1,2,0.0,0,BB,PRT,Direct,Direct,1,0,2,D,D,0,No Deposit,,,0,Transient,55.0,0,0
+City Hotel,147,2015,December,53,29,0,3,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Contract,72.25,0,2
+City Hotel,246,2017,May,21,27,1,1,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,12.0,,0,Transient-Party,128.0,0,1
+Resort Hotel,62,2015,August,34,20,2,8,2,0.0,0,BB,ESP,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,243.0,,0,Transient,104.0,0,0
+City Hotel,3,2015,September,36,5,2,2,2,0.0,0,BB,ESP,Groups,TA/TO,0,0,0,A,D,0,No Deposit,1.0,,0,Transient-Party,62.0,0,0
+Resort Hotel,246,2016,September,37,10,4,6,2,0.0,0,BB,IRL,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,95.0,,0,Transient,77.22,0,2
+City Hotel,221,2017,June,25,23,0,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,138.0,,0,Transient,89.1,0,2
+Resort Hotel,166,2015,September,37,10,1,3,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,73.8,0,2
+Resort Hotel,0,2015,December,52,26,0,1,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,E,0,No Deposit,240.0,,0,Transient,61.0,1,0
+City Hotel,0,2016,May,21,17,0,1,2,0.0,0,SC,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,152.0,,0,Transient,95.94,0,0
+City Hotel,84,2016,August,34,14,2,0,2,2.0,0,BB,GBR,Online TA,TA/TO,0,0,0,F,F,0,No Deposit,9.0,,0,Transient,189.9,0,1
+Resort Hotel,0,2015,November,48,25,0,1,2,0.0,0,BB,PRT,Direct,Direct,1,0,1,A,A,0,No Deposit,,,0,Transient,38.0,0,0
+City Hotel,245,2016,June,25,17,0,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,12.0,,0,Transient,75.0,0,0
+Resort Hotel,215,2017,April,17,28,2,2,2,0.0,0,HB,ESP,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,103.3,1,2
+Resort Hotel,225,2016,May,22,26,1,3,2,0.0,0,BB,GBR,Groups,Direct,0,0,0,A,C,2,No Deposit,,223.0,0,Transient-Party,66.0,0,0
+City Hotel,15,2016,January,4,22,0,2,2,0.0,0,BB,BEL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,80.3,0,1
+Resort Hotel,57,2017,August,33,19,2,5,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,240.0,,0,Transient-Party,283.43,0,4
+City Hotel,56,2016,May,23,30,1,1,1,0.0,0,BB,CHE,Groups,TA/TO,0,0,0,A,A,1,No Deposit,,,0,Transient-Party,120.0,0,0
+Resort Hotel,84,2017,January,5,30,1,0,3,1.0,0,BB,BRA,Online TA,TA/TO,0,0,0,H,H,0,No Deposit,240.0,,0,Transient,94.0,1,2
+Resort Hotel,100,2015,July,28,8,2,7,3,0.0,0,BB,DNK,Online TA,TA/TO,0,0,0,E,E,1,No Deposit,240.0,,0,Transient-Party,130.1,0,3
+City Hotel,54,2016,September,37,10,1,1,3,0.0,0,BB,ESP,Direct,Direct,0,0,0,D,D,0,No Deposit,,,0,Transient,192.0,0,4
+City Hotel,22,2015,December,52,24,1,3,2,0.0,0,BB,MEX,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,87.0,0,1
+City Hotel,54,2017,June,25,19,1,2,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,2,No Deposit,9.0,,0,Transient,146.67,0,2
+City Hotel,9,2016,July,29,14,2,5,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,160.29,0,1
+City Hotel,46,2016,February,7,13,0,1,2,0.0,0,SC,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,11.0,,0,Transient,48.6,0,0
+City Hotel,0,2017,January,4,25,0,2,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,,365.0,0,Transient-Party,85.0,0,0
+City Hotel,175,2017,May,20,19,0,1,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,44.0,,0,Transient,90.0,0,0
+City Hotel,33,2016,March,13,24,0,2,2,1.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,9.0,,0,Transient-Party,143.1,0,1
+City Hotel,5,2017,March,10,5,2,3,1,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,8.0,,0,Transient,96.05,0,0
+Resort Hotel,285,2016,September,39,20,2,5,1,0.0,0,BB,IRL,Groups,TA/TO,0,0,0,D,E,2,No Deposit,96.0,,0,Transient-Party,78.0,0,2
+City Hotel,58,2016,September,40,29,0,1,2,0.0,0,BB,IRL,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient,125.1,0,0
+City Hotel,186,2017,May,22,30,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,19.0,,0,Transient,130.0,0,0
+City Hotel,31,2016,May,21,21,0,1,2,0.0,0,SC,CHN,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,89.4,0,2
+Resort Hotel,102,2017,July,28,15,2,3,2,0.0,0,BB,ROU,Online TA,TA/TO,0,0,0,D,D,1,No Deposit,240.0,,0,Transient,223.0,0,1
+Resort Hotel,383,2016,October,41,6,1,3,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,315.0,,0,Transient-Party,48.0,0,0
+Resort Hotel,15,2016,February,7,11,0,1,1,0.0,0,BB,PRT,Online TA,TA/TO,1,0,2,A,D,0,No Deposit,240.0,,0,Transient,49.0,0,2
+Resort Hotel,5,2016,February,8,16,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,D,0,No Deposit,,366.0,0,Transient,40.0,0,0
+Resort Hotel,3,2017,August,32,6,1,0,2,0.0,0,BB,IRL,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,241.0,,0,Transient,151.99,0,1
+Resort Hotel,4,2016,August,32,6,0,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,231.0,0,1
+City Hotel,130,2016,June,24,8,2,5,2,0.0,0,BB,GBR,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient,109.65,0,1
+City Hotel,85,2016,August,34,19,2,4,3,0.0,0,HB,FRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,201.6,0,1
+City Hotel,268,2016,October,42,9,2,3,2,0.0,0,BB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,27.0,,0,Transient-Party,80.75,0,0
+Resort Hotel,3,2016,April,14,1,0,1,2,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,D,0,No Deposit,,225.0,0,Transient,50.0,0,0
+Resort Hotel,24,2017,June,23,8,0,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,8.0,,0,Transient,66.0,0,0
+City Hotel,166,2016,May,19,3,0,4,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,1,No Deposit,14.0,,0,Transient,85.0,0,0
+City Hotel,107,2017,April,17,27,0,3,2,0.0,0,SC,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,99.0,0,0
+City Hotel,48,2016,November,46,6,2,3,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,28.0,,0,Transient,75.0,0,0
+City Hotel,157,2016,December,50,8,0,3,2,0.0,0,BB,ITA,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,83.0,,0,Transient-Party,68.0,0,0
+City Hotel,9,2016,October,45,30,2,0,2,0.0,0,HB,FRA,Online TA,TA/TO,0,0,0,A,B,0,No Deposit,9.0,,0,Transient,178.0,0,2
+City Hotel,2,2016,June,25,13,1,2,2,0.0,0,HB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,145.67,0,2
+City Hotel,0,2015,October,42,14,0,1,1,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,129.0,0,0
+City Hotel,1,2017,February,7,15,0,1,2,0.0,0,SC,ESP,Direct,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,108.0,1,1
+City Hotel,191,2017,July,27,8,2,2,2,2.0,0,BB,POL,Online TA,TA/TO,0,0,0,F,F,0,No Deposit,42.0,,0,Transient,152.28,0,0
+Resort Hotel,124,2016,June,25,18,3,6,3,0.0,0,BB,SWE,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,153.0,0,1
+City Hotel,1,2016,September,39,20,0,1,2,2.0,0,BB,PRT,Online TA,TA/TO,0,0,0,F,F,0,No Deposit,9.0,,0,Transient,275.0,0,1
+Resort Hotel,3,2017,January,2,9,1,1,1,0.0,0,BB,PRT,Corporate,Corporate,1,0,2,A,A,0,No Deposit,,286.0,0,Transient-Party,39.0,0,0
+City Hotel,75,2017,January,2,8,2,1,1,0.0,0,BB,USA,Groups,TA/TO,0,0,0,D,D,0,No Deposit,330.0,,0,Transient-Party,67.0,0,2
+City Hotel,1,2016,August,32,4,0,1,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,152.0,,0,Transient,110.19,0,0
+City Hotel,239,2016,October,44,28,0,2,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,8.0,,0,Transient,96.3,0,1
+City Hotel,107,2016,March,12,17,0,3,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,28.0,,0,Transient,58.0,0,0
+City Hotel,4,2017,June,25,23,2,3,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,423.0,,0,Transient,141.04,0,0
+Resort Hotel,56,2015,October,40,2,2,5,1,0.0,0,HB,NLD,Offline TA/TO,TA/TO,0,0,0,E,E,0,No Deposit,71.0,,0,Contract,77.0,0,0
+City Hotel,41,2016,March,12,13,2,1,1,0.0,0,BB,POL,Corporate,TA/TO,0,0,0,A,A,0,No Deposit,,193.0,0,Transient-Party,70.33,0,0
+Resort Hotel,0,2016,February,6,6,0,1,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,C,0,No Deposit,,,0,Transient,55.0,0,0
+City Hotel,86,2016,March,13,20,2,2,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient-Party,73.95,0,0
+Resort Hotel,1,2017,January,2,12,0,1,2,0.0,0,BB,ESP,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient,34.0,0,0
+City Hotel,8,2016,September,38,12,1,1,2,1.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,A,0,No Deposit,8.0,,0,Transient,187.55,0,1
+Resort Hotel,32,2017,March,13,28,0,3,2,0.0,0,BB,AGO,Online TA,TA/TO,0,0,0,E,F,0,No Deposit,,,0,Transient,80.0,0,2
+City Hotel,135,2015,September,38,14,1,2,2,0.0,0,BB,CN,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient-Party,90.0,0,0
+City Hotel,179,2017,May,20,14,2,2,1,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,8.0,,0,Transient,116.33,0,1
+Resort Hotel,1,2016,February,6,6,2,1,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,250.0,,0,Transient,45.0,0,1
+City Hotel,92,2016,March,12,18,0,2,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,87.3,0,0
+City Hotel,265,2016,June,26,24,0,2,2,0.0,0,HB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient-Party,115.0,0,1
+Resort Hotel,126,2017,May,18,2,0,2,2,0.0,0,BB,DEU,Offline TA/TO,TA/TO,0,0,0,E,E,0,No Deposit,6.0,,0,Transient,64.8,1,0
+Resort Hotel,3,2016,February,8,15,1,2,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,1,No Deposit,139.0,99.0,0,Transient,30.0,0,0
+City Hotel,78,2017,January,4,25,0,2,1,0.0,0,BB,SVK,Groups,TA/TO,0,0,0,A,A,0,No Deposit,,365.0,0,Transient-Party,85.0,0,0
+City Hotel,81,2016,December,50,8,0,3,2,0.0,0,SC,ITA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,79.2,0,1
+City Hotel,346,2016,September,38,13,0,2,2,0.0,0,HB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient-Party,115.0,0,1
+Resort Hotel,0,2016,February,8,18,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,3,A,A,0,No Deposit,,,0,Transient,30.0,0,0
+City Hotel,0,2016,May,21,17,0,0,1,0.0,0,HB,PRT,Offline TA/TO,TA/TO,1,0,0,A,A,0,No Deposit,6.0,,0,Transient,0.0,0,0
+City Hotel,3,2016,February,7,11,0,1,1,0.0,0,BB,NLD,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,67.22,0,1
+City Hotel,69,2015,October,44,25,2,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,37.0,,58,Transient-Party,85.67,0,0
+Resort Hotel,7,2016,October,41,5,1,4,2,0.0,0,BB,GBR,Groups,Corporate,0,0,0,A,A,0,No Deposit,,405.0,0,Transient-Party,50.0,0,1
+City Hotel,0,2016,September,40,26,1,0,1,0.0,0,SC,POL,Online TA,TA/TO,0,0,0,A,D,1,No Deposit,152.0,,0,Transient,106.65,0,0
+Resort Hotel,12,2016,September,39,22,0,2,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,F,E,0,No Deposit,250.0,,0,Transient,115.2,1,2
+City Hotel,1,2015,November,46,14,0,1,1,0.0,0,BB,ITA,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,144.0,0,Transient-Party,79.0,0,0
+City Hotel,76,2016,April,14,2,2,1,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient-Party,87.3,0,1
+City Hotel,1,2016,January,4,17,2,4,2,0.0,0,BB,AGO,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,90.33,0,1
+Resort Hotel,178,2016,October,41,2,4,5,2,0.0,0,BB,IRL,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,171.0,,0,Transient,60.0,0,0
+Resort Hotel,287,2015,October,42,15,0,3,2,0.0,0,BB,GBR,Groups,Corporate,0,0,0,A,A,1,No Deposit,,223.0,0,Transient-Party,44.5,0,0
+City Hotel,67,2017,March,9,3,0,2,3,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,D,D,1,No Deposit,9.0,,0,Transient,106.2,0,1
+Resort Hotel,119,2015,August,32,7,0,2,2,0.0,0,BB,,Online TA,TA/TO,0,0,1,E,E,0,No Deposit,240.0,,0,Transient,164.0,1,2
+City Hotel,5,2016,April,14,1,2,3,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,1,No Deposit,9.0,,0,Transient,141.0,0,2
+City Hotel,29,2017,January,3,18,0,3,1,0.0,0,BB,NOR,Groups,TA/TO,0,0,0,A,A,0,No Deposit,171.0,,0,Transient-Party,65.0,0,0
+City Hotel,5,2016,February,6,1,1,3,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,28.0,,0,Transient,66.0,0,0
+City Hotel,32,2015,November,47,20,0,2,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,119.0,,0,Transient-Party,73.0,0,0
+Resort Hotel,15,2016,July,30,18,1,4,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,D,C,0,No Deposit,5.0,,0,Transient,167.2,1,0
+Resort Hotel,57,2015,July,29,15,0,2,2,0.0,0,FB,PRT,Groups,Direct,0,0,0,A,C,0,No Deposit,305.0,,0,Transient-Party,98.75,0,0
+City Hotel,121,2017,August,33,18,1,2,2,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,125.0,0,0
+City Hotel,9,2017,January,2,14,0,1,2,0.0,0,HB,PRT,Direct,Direct,0,0,0,E,E,0,No Deposit,14.0,,0,Transient,160.0,0,2
+City Hotel,29,2016,December,49,2,0,2,2,0.0,0,BB,PRT,Corporate,TA/TO,0,0,0,A,A,0,No Deposit,,,0,Transient-Party,85.0,0,0
+City Hotel,46,2016,May,21,19,2,3,2,0.0,0,BB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,16.0,,0,Transient,86.5,0,0
+City Hotel,60,2015,September,39,21,1,1,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,20.0,,0,Transient-Party,65.0,0,0
+Resort Hotel,75,2015,August,32,8,2,5,2,2.0,0,FB,PRT,Direct,Direct,0,0,0,C,C,0,No Deposit,250.0,,0,Transient,276.43,1,3
+City Hotel,19,2015,July,30,25,2,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,D,0,No Deposit,1.0,,0,Transient-Party,62.0,0,0
+Resort Hotel,9,2016,November,47,19,2,4,2,0.0,0,BB,NOR,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,240.0,,0,Transient,63.0,0,2
+City Hotel,320,2016,August,34,18,0,2,2,0.0,0,HB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient-Party,115.0,0,1
+Resort Hotel,17,2015,October,43,22,1,3,1,0.0,0,BB,,Direct,Direct,0,0,0,D,F,0,No Deposit,,,0,Transient,45.0,0,1
+Resort Hotel,133,2015,July,29,13,3,5,2,0.0,0,BB,FIN,Offline TA/TO,TA/TO,0,0,0,E,E,0,No Deposit,156.0,,0,Contract,112.63,0,0
+City Hotel,86,2016,December,50,8,0,3,2,1.0,0,BB,ESP,Online TA,TA/TO,0,0,0,F,F,0,No Deposit,9.0,,0,Transient,174.0,0,0
+City Hotel,22,2016,December,53,29,2,3,2,0.0,0,HB,FRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,198.88,0,2
+City Hotel,15,2017,June,23,6,0,2,2,0.0,0,SC,BRA,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,28.0,,0,Transient,89.0,0,0
+Resort Hotel,39,2015,July,31,26,2,5,2,0.0,0,HB,ESP,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,196.0,,0,Transient,133.0,0,1
+Resort Hotel,223,2017,July,30,27,2,3,2,0.0,0,BB,CN,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,314.0,,0,Transient,112.7,0,0
+Resort Hotel,0,2015,October,44,26,1,0,1,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,1,No Deposit,,329.0,0,Transient,35.1,1,0
+City Hotel,69,2017,March,12,23,0,2,2,0.0,0,SC,AGO,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,79.2,0,1
+City Hotel,4,2017,May,21,21,2,0,1,0.0,0,BB,SVN,Aviation,Corporate,1,0,2,A,A,0,No Deposit,,153.0,0,Transient,150.0,0,0
+City Hotel,25,2016,October,43,18,0,3,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,28.0,,0,Transient,85.0,0,1
+City Hotel,160,2017,July,28,10,1,2,2,0.0,0,BB,AUT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,107.1,0,0
+City Hotel,1,2015,November,46,10,0,4,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Contract,97.0,0,1
+Resort Hotel,208,2016,August,33,8,2,5,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,126.0,0,1
+City Hotel,328,2016,September,40,30,0,2,2,0.0,0,BB,FRA,Groups,TA/TO,0,0,0,A,A,0,No Deposit,1.0,,38,Transient-Party,65.0,0,1
+Resort Hotel,11,2015,November,47,16,1,2,2,0.0,0,BB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,5.0,,0,Transient,32.0,0,0
+Resort Hotel,31,2016,April,17,18,1,1,2,0.0,0,BB,GBR,Groups,Corporate,0,0,0,E,E,0,No Deposit,,,0,Transient,91.0,0,0
+Resort Hotel,1,2016,May,21,17,0,2,2,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,1,No Deposit,,331.0,0,Transient-Party,63.0,0,0
+City Hotel,21,2017,July,28,11,0,3,2,0.0,0,BB,AUT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,146.67,0,1
+City Hotel,396,2017,June,26,25,2,0,2,0.0,0,HB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient-Party,122.4,0,1
+Resort Hotel,180,2016,July,32,31,4,5,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,314.0,,0,Transient,112.8,0,0
+City Hotel,99,2016,July,28,9,2,1,2,0.0,0,SC,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,109.5,0,1
+Resort Hotel,0,2017,July,28,15,2,1,3,0.0,0,BB,USA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,241.0,,0,Transient,205.33,0,0
+Resort Hotel,36,2015,August,34,22,4,10,2,0.0,0,HB,FRA,Online TA,TA/TO,0,0,0,F,E,0,No Deposit,241.0,,0,Transient,187.33,0,1
+City Hotel,43,2016,October,42,15,2,4,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,145.2,0,1
+Resort Hotel,231,2017,May,19,9,0,4,1,0.0,0,HB,GBR,Groups,Direct,0,0,0,E,E,0,No Deposit,,,0,Transient-Party,79.5,0,0
+City Hotel,48,2015,September,37,11,1,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,1.0,,0,Transient-Party,60.0,0,0
+Resort Hotel,5,2016,July,31,26,1,5,2,0.0,0,HB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,237.67,1,1
+City Hotel,17,2016,February,10,28,2,3,1,0.0,0,BB,NGA,Direct,Direct,0,0,0,D,D,0,No Deposit,14.0,,0,Transient,101.0,0,0
+City Hotel,158,2017,March,13,27,1,1,2,0.0,0,BB,ISR,Groups,TA/TO,0,0,0,A,A,0,No Deposit,37.0,,0,Transient-Party,95.0,0,1
+City Hotel,66,2017,April,15,9,2,0,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,,,0,Transient,100.0,0,0
+City Hotel,21,2017,March,12,22,0,2,2,1.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,137.0,0,3
+Resort Hotel,58,2016,October,41,5,0,1,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,251.0,,0,Transient,59.0,0,0
+Resort Hotel,0,2016,March,12,16,0,1,2,0.0,0,BB,CHN,Online TA,TA/TO,1,0,1,D,D,0,No Deposit,240.0,,0,Transient,58.0,0,0
+City Hotel,87,2017,May,18,4,0,3,2,0.0,0,SC,NLD,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,108.0,0,1
+City Hotel,114,2016,October,42,12,1,4,0,0.0,0,BB,USA,Direct,Direct,0,0,0,D,D,1,No Deposit,14.0,,0,Transient,0.0,0,0
+City Hotel,0,2015,October,42,15,0,1,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,1,D,D,0,No Deposit,94.0,,0,Transient,0.0,0,0
+Resort Hotel,32,2016,July,31,29,1,2,2,0.0,0,BB,ARE,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,240.0,,0,Transient,226.33,1,0
+Resort Hotel,66,2017,August,33,16,0,4,1,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,230.0,0,2
+City Hotel,109,2016,July,28,4,1,4,2,0.0,0,SC,IRL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,8.0,,0,Transient,97.75,0,0
+City Hotel,7,2017,January,2,10,0,2,1,0.0,0,BB,PRT,Corporate,Corporate,1,1,12,A,A,1,No Deposit,,219.0,0,Transient,89.0,1,2
+City Hotel,179,2016,July,30,23,2,4,2,0.0,0,BB,ITA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient-Party,90.95,0,1
+City Hotel,36,2016,July,27,1,0,2,2,0.0,0,SC,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,107.1,0,1
+Resort Hotel,135,2015,August,32,6,2,3,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,156.0,,0,Contract,104.55,0,0
+City Hotel,0,2017,August,33,19,1,1,2,0.0,0,SC,FRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,152.0,,0,Transient,110.7,0,0
+City Hotel,102,2016,April,16,14,1,3,2,0.0,0,BB,CHE,Online TA,TA/TO,0,0,0,B,B,3,No Deposit,9.0,,0,Transient-Party,77.78,0,1
+City Hotel,263,2017,June,25,23,2,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,37.0,,0,Transient-Party,105.0,0,1
+City Hotel,90,2017,August,33,15,2,5,3,0.0,0,BB,DEU,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,16.0,,0,Transient,116.1,0,0
+Resort Hotel,13,2016,October,43,21,0,2,2,0.0,0,HB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,120.0,0,1
+City Hotel,292,2016,July,30,21,0,2,2,0.0,0,HB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient-Party,115.0,0,0
+City Hotel,31,2017,April,16,21,2,3,1,0.0,0,BB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,1,No Deposit,21.0,,0,Transient-Party,75.0,0,0
+Resort Hotel,136,2016,March,13,24,0,3,2,0.0,0,Undefined,ESP,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,387.0,,0,Transient-Party,84.0,0,0
+Resort Hotel,2,2017,January,3,16,1,0,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,H,0,No Deposit,,428.0,0,Transient,35.0,0,0
+City Hotel,37,2017,April,15,11,0,2,2,0.0,0,BB,FRA,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient,135.0,0,1
+Resort Hotel,52,2016,November,46,11,2,3,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,37.8,0,2
+Resort Hotel,84,2016,July,30,17,4,6,2,0.0,0,HB,GBR,Direct,Direct,0,0,0,F,F,1,No Deposit,250.0,,0,Transient,235.0,0,0
+City Hotel,31,2015,October,43,18,2,0,2,0.0,0,BB,NLD,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Contract,96.3,0,0
+City Hotel,34,2017,June,23,7,1,4,2,0.0,0,SC,PRT,Online TA,TA/TO,0,0,0,A,D,0,No Deposit,9.0,,0,Transient,132.0,0,2
+Resort Hotel,0,2017,February,6,5,2,0,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,54.0,0,1
+City Hotel,4,2015,August,35,23,2,1,1,0.0,0,BB,PRT,Complementary,Direct,0,0,0,A,A,1,No Deposit,,45.0,0,Transient,0.0,0,1
+City Hotel,11,2015,August,35,23,2,1,2,1.0,0,BB,ESP,Direct,Direct,0,0,0,A,D,0,No Deposit,14.0,,0,Transient,90.0,0,1
+City Hotel,240,2016,September,37,10,1,1,2,0.0,0,HB,ITA,Groups,TA/TO,0,0,0,A,D,0,No Deposit,1.0,,0,Transient-Party,96.0,0,1
+City Hotel,1,2015,December,53,30,0,3,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,127.0,0,1
+City Hotel,28,2016,August,32,4,0,1,1,0.0,0,BB,GBR,Direct,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,125.1,0,1
+Resort Hotel,128,2016,September,40,27,0,4,2,0.0,0,HB,ITA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,152.0,1,1
+City Hotel,281,2015,July,30,25,2,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,No Deposit,1.0,,0,Transient-Party,62.0,0,0
+City Hotel,31,2016,August,33,12,0,2,2,1.0,0,BB,PRT,Direct,Direct,0,0,0,D,A,2,No Deposit,,,0,Transient,160.5,0,2
+City Hotel,112,2016,July,30,18,1,2,2,0.0,0,BB,BEL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,105.3,0,2
+City Hotel,1,2016,June,23,2,0,2,2,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,1,No Deposit,,174.0,0,Transient-Party,119.0,0,1
+Resort Hotel,2,2017,February,8,20,1,0,1,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient-Party,43.0,0,1
+Resort Hotel,203,2017,May,21,25,0,3,2,0.0,0,BB,USA,Groups,TA/TO,0,0,0,A,A,0,No Deposit,,223.0,0,Transient-Party,55.0,0,0
+City Hotel,57,2016,October,45,30,2,0,2,0.0,0,SC,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,89.1,0,1
+Resort Hotel,1,2016,July,29,16,2,1,2,0.0,0,BB,ITA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,145.67,0,0
+City Hotel,0,2016,July,28,5,0,1,2,1.0,0,BB,POL,Online TA,TA/TO,0,0,0,A,G,0,No Deposit,9.0,,0,Transient,159.0,0,0
+City Hotel,10,2017,May,21,21,1,0,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,E,E,1,No Deposit,9.0,,0,Transient,200.0,0,1
+Resort Hotel,48,2015,August,35,23,2,5,2,0.0,0,HB,ROU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,185.71,0,2
+City Hotel,8,2016,April,14,1,0,2,2,0.0,0,BB,PRT,Corporate,Corporate,1,0,1,A,D,1,No Deposit,,127.0,0,Transient,84.0,0,1
diff --git a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_002/history.csv b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_002/history.csv
index 663b43c92ded6e4da543422ddbd1c0547ce5eeb7..0fd6f5845b0986e3e72d027fa715a1ecec8d571e 100644
--- a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_002/history.csv
+++ b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_002/history.csv
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:3b6f3e179328b802b3c584cca62b86e599e6ca08926f26d90e808b11d8f8fde6
-size 16801567
+oid sha256:7c0af4d87f44cd14c053d88e67da7ff06979f0eb9080948ba9ad34dbd80d57f3
+size 15261629
diff --git a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_002/info.json b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_002/info.json
index 4816c05993309461836de8622438e342f2e503ff..20956c93d07801fe3772275e08832605a78593ed 100644
--- a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_002/info.json
+++ b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_002/info.json
@@ -1,398 +1,391 @@
-{
-    "name": "Hotel Booking Demand",
-    "source": "https://www.kaggle.com/datasets/jessemostipak/hotel-booking-demand/data",
-    "data_intro": "This dataset contains hotel booking data for a city hotel and a resort hotel, providing details on booking dates, stay duration, guest count, cancellation trends, and pricing. It is useful for demand forecasting, revenue management, and customer behavior analysis.",
-    "is_splited": false,
-    "overall_size": 119390,
-    "train_size": 0,
-    "test_size": 0,
-    "c_classes": 12,
-    "n_classes": 20,
-    "cat_feature_intro": {
-        "hotel": "Type of hotel (City Hotel or Resort Hotel).",
-        "arrival_date_month": "Month of arrival for the booking.",
-        "meal": "Type of meal plan booked (e.g., Breakfast included, Half board, Full board).",
-        "country": "Country of origin of the guest.",
-        "market_segment": "Booking distribution channel (e.g., direct, corporate, travel agent).",
-        "distribution_channel": "Channel through which the booking was made (e.g., online travel agents, direct).",
-        "reserved_room_type": "Type of room reserved by the guest before any changes.",
-        "assigned_room_type": "Final room type assigned to the guest.",
-        "deposit_type": "Indicates if a deposit was made and its type (e.g., No Deposit, Refundable, Non-Refundable).",
-        "customer_type": "Type of customer (e.g., transient, group, contract).",
-        "reservation_status": "Final status of the booking (e.g., Canceled, Checked-out, No-show).",
-        "reservation_status_date": "Date when the reservation status was last updated."
-    },
-    "num_feature_intro": {
-        "is_canceled": "Indicates whether the booking was canceled (1) or not (0).",
-        "lead_time": "Number of days between booking and arrival.",
-        "arrival_date_year": "Year of arrival for the booking.",
-        "arrival_date_week_number": "Week number of the arrival date.",
-        "arrival_date_day_of_month": "Day of the month of arrival.",
-        "stays_in_weekend_nights": "Number of weekend nights (Saturday or Sunday) the guest stayed.",
-        "stays_in_week_nights": "Number of weekday nights (Monday to Friday) the guest stayed.",
-        "adults": "Number of adults included in the booking.",
-        "children": "Number of children included in the booking.",
-        "babies": "Number of babies included in the booking.",
-        "is_repeated_guest": "Indicates whether the guest is a returning customer (1) or not (0).",
-        "previous_cancellations": "Number of times the guest has canceled previous bookings.",
-        "previous_bookings_not_canceled": "Number of previous bookings not canceled by the guest.",
-        "booking_changes": "Number of changes made to the booking.",
-        "agent": "ID of the booking agent (if applicable).",
-        "company": "ID of the company making the booking (if applicable).",
-        "days_in_waiting_list": "Number of days the booking was on the waiting list before confirmation.",
-        "adr": "Average daily rate (price per night per room).",
-        "required_car_parking_spaces": "Number of car parking spaces required by the guest.",
-        "total_of_special_requests": "Number of special requests made by the guest (e.g., high floor, twin beds)."
-    },
-    "evaluation_metric": null,
-    "task_type": "classification",
-    "target": "reservation_status",
-    "num_feature_value": {
-        "adr": [
-            -6.38,
-            5400.0
-        ],
-        "adults": [
-            0.0,
-            55.0
-        ],
-        "agent": [
-            1.0,
-            535.0
-        ],
-        "arrival_date_day_of_month": [
-            1.0,
-            31.0
-        ],
-        "arrival_date_week_number": [
-            1.0,
-            53.0
-        ],
-        "arrival_date_year": [
-            2015.0,
-            2017.0
-        ],
-        "babies": [
-            0.0,
-            10.0
-        ],
-        "booking_changes": [
-            0.0,
-            21.0
-        ],
-        "children": [
-            0.0,
-            10.0
-        ],
-        "company": [
-            6.0,
-            543.0
-        ],
-        "days_in_waiting_list": [
-            0.0,
-            391.0
-        ],
-        "is_canceled": [
-            0.0,
-            1.0
-        ],
-        "is_repeated_guest": [
-            0.0,
-            1.0
-        ],
-        "lead_time": [
-            0.0,
-            737.0
-        ],
-        "previous_bookings_not_canceled": [
-            0.0,
-            72.0
-        ],
-        "previous_cancellations": [
-            0.0,
-            26.0
-        ],
-        "required_car_parking_spaces": [
-            0.0,
-            8.0
-        ],
-        "stays_in_week_nights": [
-            0.0,
-            50.0
-        ],
-        "stays_in_weekend_nights": [
-            0.0,
-            19.0
-        ],
-        "total_of_special_requests": [
-            0.0,
-            5.0
-        ]
-    },
-    "cat_feature_value": {
-        "arrival_date_month": [
-            "April",
-            "August",
-            "December",
-            "February",
-            "January",
-            "July",
-            "June",
-            "March",
-            "May",
-            "November",
-            "October",
-            "September"
-        ],
-        "assigned_room_type": [
-            "A",
-            "B",
-            "C",
-            "D",
-            "E",
-            "F",
-            "G",
-            "H",
-            "I",
-            "K",
-            "L",
-            "P"
-        ],
-        "country": [
-            "ABW",
-            "AGO",
-            "AIA",
-            "ALB",
-            "AND",
-            "ARE",
-            "ARG",
-            "ARM",
-            "ASM",
-            "ATA",
-            "ATF",
-            "AUS",
-            "AUT",
-            "AZE",
-            "BDI",
-            "BEL",
-            "BEN",
-            "BFA",
-            "BGD",
-            "BGR",
-            "BHR",
-            "BHS",
-            "BIH",
-            "BLR",
-            "BOL",
-            "BRA",
-            "BRB",
-            "BWA",
-            "CAF",
-            "CHE",
-            "CHL",
-            "CHN",
-            "CIV",
-            "CMR",
-            "CN",
-            "COL",
-            "COM",
-            "CPV",
-            "CRI",
-            "CUB",
-            "CYM",
-            "CYP",
-            "CZE",
-            "DEU",
-            "DJI",
-            "DMA",
-            "DNK",
-            "DOM",
-            "DZA",
-            "ECU",
-            "EGY",
-            "ESP",
-            "EST",
-            "ETH",
-            "FIN",
-            "FJI",
-            "FRA",
-            "FRO",
-            "GAB",
-            "GBR",
-            "GEO",
-            "GGY",
-            "GHA",
-            "GIB",
-            "GLP",
-            "GNB",
-            "GRC",
-            "GTM",
-            "GUY",
-            "HKG",
-            "HND",
-            "HRV",
-            "HUN",
-            "IDN",
-            "IMN",
-            "IND",
-            "IRL",
-            "IRN",
-            "IRQ",
-            "ISL",
-            "ISR",
-            "ITA",
-            "JAM",
-            "JEY",
-            "JOR",
-            "JPN",
-            "KAZ",
-            "KEN",
-            "KHM",
-            "KIR",
-            "KNA",
-            "KOR",
-            "KWT",
-            "LAO",
-            "LBN",
-            "LBY",
-            "LCA",
-            "LIE",
-            "LKA",
-            "LTU",
-            "LUX",
-            "LVA",
-            "MAC",
-            "MAR",
-            "MCO",
-            "MDG",
-            "MDV",
-            "MEX",
-            "MKD",
-            "MLI",
-            "MLT",
-            "MMR",
-            "MNE",
-            "MOZ",
-            "MRT",
-            "MUS",
-            "MWI",
-            "MYS",
-            "MYT",
-            "NAM",
-            "NCL",
-            "NGA",
-            "NIC",
-            "NLD",
-            "NOR",
-            "NPL",
-            "NZL",
-            "OMN",
-            "PAK",
-            "PAN",
-            "PER",
-            "PHL",
-            "PLW",
-            "POL",
-            "PRI",
-            "PRT",
-            "PRY",
-            "PYF",
-            "QAT",
-            "ROU",
-            "RUS",
-            "RWA",
-            "SAU",
-            "SDN",
-            "SEN",
-            "SGP",
-            "SLE",
-            "SLV",
-            "SMR",
-            "SRB",
-            "STP",
-            "SUR",
-            "SVK",
-            "SVN",
-            "SWE",
-            "SYC",
-            "SYR",
-            "TGO",
-            "THA",
-            "TJK",
-            "TMP",
-            "TUN",
-            "TUR",
-            "TWN",
-            "TZA",
-            "UGA",
-            "UKR",
-            "UMI",
-            "URY",
-            "USA",
-            "UZB",
-            "VEN",
-            "VGB",
-            "VNM",
-            "ZAF",
-            "ZMB",
-            "ZWE"
-        ],
-        "customer_type": [
-            "Contract",
-            "Group",
-            "Transient",
-            "Transient-Party"
-        ],
-        "deposit_type": [
-            "No Deposit",
-            "Non Refund",
-            "Refundable"
-        ],
-        "distribution_channel": [
-            "Corporate",
-            "Direct",
-            "GDS",
-            "TA/TO",
-            "Undefined"
-        ],
-        "hotel": [
-            "City Hotel",
-            "Resort Hotel"
-        ],
-        "market_segment": [
-            "Aviation",
-            "Complementary",
-            "Corporate",
-            "Direct",
-            "Groups",
-            "Offline TA/TO",
-            "Online TA",
-            "Undefined"
-        ],
-        "meal": [
-            "BB",
-            "FB",
-            "HB",
-            "SC",
-            "Undefined"
-        ],
-        "reservation_status": [
-            "Canceled",
-            "Check-Out",
-            "No-Show"
-        ],
-        "reservation_status_date": "string",
-        "reserved_room_type": [
-            "A",
-            "B",
-            "C",
-            "D",
-            "E",
-            "F",
-            "G",
-            "H",
-            "L",
-            "P"
-        ]
-    }
-}
\ No newline at end of file
+{
+  "name": "Hotel Booking Demand",
+  "source": "https://www.kaggle.com/datasets/jessemostipak/hotel-booking-demand/data",
+  "data_intro": "This dataset contains hotel booking data for a city hotel and a resort hotel, providing details on booking dates, stay duration, guest count, cancellation trends, and pricing. It is useful for demand forecasting, revenue management, and customer behavior analysis.",
+  "is_splited": false,
+  "overall_size": 119390,
+  "train_size": 0,
+  "test_size": 0,
+  "c_classes": 11,
+  "n_classes": 19,
+  "cat_feature_intro": {
+    "hotel": "Type of hotel (City Hotel or Resort Hotel).",
+    "arrival_date_month": "Month of arrival for the booking.",
+    "meal": "Type of meal plan booked (e.g., Breakfast included, Half board, Full board).",
+    "country": "Country of origin of the guest.",
+    "market_segment": "Booking distribution channel (e.g., direct, corporate, travel agent).",
+    "distribution_channel": "Channel through which the booking was made (e.g., online travel agents, direct).",
+    "reserved_room_type": "Type of room reserved by the guest before any changes.",
+    "assigned_room_type": "Final room type assigned to the guest.",
+    "deposit_type": "Indicates if a deposit was made and its type (e.g., No Deposit, Refundable, Non-Refundable).",
+    "customer_type": "Type of customer (e.g., transient, group, contract).",
+    "reservation_status": "Final status of the booking (e.g., Canceled, Checked-out, No-show)."
+  },
+  "num_feature_intro": {
+    "lead_time": "Number of days between booking and arrival.",
+    "arrival_date_year": "Year of arrival for the booking.",
+    "arrival_date_week_number": "Week number of the arrival date.",
+    "arrival_date_day_of_month": "Day of the month of arrival.",
+    "stays_in_weekend_nights": "Number of weekend nights (Saturday or Sunday) the guest stayed.",
+    "stays_in_week_nights": "Number of weekday nights (Monday to Friday) the guest stayed.",
+    "adults": "Number of adults included in the booking.",
+    "children": "Number of children included in the booking.",
+    "babies": "Number of babies included in the booking.",
+    "is_repeated_guest": "Indicates whether the guest is a returning customer (1) or not (0).",
+    "previous_cancellations": "Number of times the guest has canceled previous bookings.",
+    "previous_bookings_not_canceled": "Number of previous bookings not canceled by the guest.",
+    "booking_changes": "Number of changes made to the booking.",
+    "agent": "ID of the booking agent (if applicable).",
+    "company": "ID of the company making the booking (if applicable).",
+    "days_in_waiting_list": "Number of days the booking was on the waiting list before confirmation.",
+    "adr": "Average daily rate (price per night per room).",
+    "required_car_parking_spaces": "Number of car parking spaces required by the guest.",
+    "total_of_special_requests": "Number of special requests made by the guest (e.g., high floor, twin beds)."
+  },
+  "evaluation_metric": null,
+  "task_type": "classification",
+  "target": "reservation_status",
+  "num_feature_value": {
+    "adr": [
+      -6.38,
+      5400.0
+    ],
+    "adults": [
+      0.0,
+      55.0
+    ],
+    "agent": [
+      1.0,
+      535.0
+    ],
+    "arrival_date_day_of_month": [
+      1.0,
+      31.0
+    ],
+    "arrival_date_week_number": [
+      1.0,
+      53.0
+    ],
+    "arrival_date_year": [
+      2015.0,
+      2017.0
+    ],
+    "babies": [
+      0.0,
+      10.0
+    ],
+    "booking_changes": [
+      0.0,
+      21.0
+    ],
+    "children": [
+      0.0,
+      10.0
+    ],
+    "company": [
+      6.0,
+      543.0
+    ],
+    "days_in_waiting_list": [
+      0.0,
+      391.0
+    ],
+    "is_repeated_guest": [
+      0.0,
+      1.0
+    ],
+    "lead_time": [
+      0.0,
+      737.0
+    ],
+    "previous_bookings_not_canceled": [
+      0.0,
+      72.0
+    ],
+    "previous_cancellations": [
+      0.0,
+      26.0
+    ],
+    "required_car_parking_spaces": [
+      0.0,
+      8.0
+    ],
+    "stays_in_week_nights": [
+      0.0,
+      50.0
+    ],
+    "stays_in_weekend_nights": [
+      0.0,
+      19.0
+    ],
+    "total_of_special_requests": [
+      0.0,
+      5.0
+    ]
+  },
+  "cat_feature_value": {
+    "arrival_date_month": [
+      "April",
+      "August",
+      "December",
+      "February",
+      "January",
+      "July",
+      "June",
+      "March",
+      "May",
+      "November",
+      "October",
+      "September"
+    ],
+    "assigned_room_type": [
+      "A",
+      "B",
+      "C",
+      "D",
+      "E",
+      "F",
+      "G",
+      "H",
+      "I",
+      "K",
+      "L",
+      "P"
+    ],
+    "country": [
+      "ABW",
+      "AGO",
+      "AIA",
+      "ALB",
+      "AND",
+      "ARE",
+      "ARG",
+      "ARM",
+      "ASM",
+      "ATA",
+      "ATF",
+      "AUS",
+      "AUT",
+      "AZE",
+      "BDI",
+      "BEL",
+      "BEN",
+      "BFA",
+      "BGD",
+      "BGR",
+      "BHR",
+      "BHS",
+      "BIH",
+      "BLR",
+      "BOL",
+      "BRA",
+      "BRB",
+      "BWA",
+      "CAF",
+      "CHE",
+      "CHL",
+      "CHN",
+      "CIV",
+      "CMR",
+      "CN",
+      "COL",
+      "COM",
+      "CPV",
+      "CRI",
+      "CUB",
+      "CYM",
+      "CYP",
+      "CZE",
+      "DEU",
+      "DJI",
+      "DMA",
+      "DNK",
+      "DOM",
+      "DZA",
+      "ECU",
+      "EGY",
+      "ESP",
+      "EST",
+      "ETH",
+      "FIN",
+      "FJI",
+      "FRA",
+      "FRO",
+      "GAB",
+      "GBR",
+      "GEO",
+      "GGY",
+      "GHA",
+      "GIB",
+      "GLP",
+      "GNB",
+      "GRC",
+      "GTM",
+      "GUY",
+      "HKG",
+      "HND",
+      "HRV",
+      "HUN",
+      "IDN",
+      "IMN",
+      "IND",
+      "IRL",
+      "IRN",
+      "IRQ",
+      "ISL",
+      "ISR",
+      "ITA",
+      "JAM",
+      "JEY",
+      "JOR",
+      "JPN",
+      "KAZ",
+      "KEN",
+      "KHM",
+      "KIR",
+      "KNA",
+      "KOR",
+      "KWT",
+      "LAO",
+      "LBN",
+      "LBY",
+      "LCA",
+      "LIE",
+      "LKA",
+      "LTU",
+      "LUX",
+      "LVA",
+      "MAC",
+      "MAR",
+      "MCO",
+      "MDG",
+      "MDV",
+      "MEX",
+      "MKD",
+      "MLI",
+      "MLT",
+      "MMR",
+      "MNE",
+      "MOZ",
+      "MRT",
+      "MUS",
+      "MWI",
+      "MYS",
+      "MYT",
+      "NAM",
+      "NCL",
+      "NGA",
+      "NIC",
+      "NLD",
+      "NOR",
+      "NPL",
+      "NZL",
+      "OMN",
+      "PAK",
+      "PAN",
+      "PER",
+      "PHL",
+      "PLW",
+      "POL",
+      "PRI",
+      "PRT",
+      "PRY",
+      "PYF",
+      "QAT",
+      "ROU",
+      "RUS",
+      "RWA",
+      "SAU",
+      "SDN",
+      "SEN",
+      "SGP",
+      "SLE",
+      "SLV",
+      "SMR",
+      "SRB",
+      "STP",
+      "SUR",
+      "SVK",
+      "SVN",
+      "SWE",
+      "SYC",
+      "SYR",
+      "TGO",
+      "THA",
+      "TJK",
+      "TMP",
+      "TUN",
+      "TUR",
+      "TWN",
+      "TZA",
+      "UGA",
+      "UKR",
+      "UMI",
+      "URY",
+      "USA",
+      "UZB",
+      "VEN",
+      "VGB",
+      "VNM",
+      "ZAF",
+      "ZMB",
+      "ZWE"
+    ],
+    "customer_type": [
+      "Contract",
+      "Group",
+      "Transient",
+      "Transient-Party"
+    ],
+    "deposit_type": [
+      "No Deposit",
+      "Non Refund",
+      "Refundable"
+    ],
+    "distribution_channel": [
+      "Corporate",
+      "Direct",
+      "GDS",
+      "TA/TO",
+      "Undefined"
+    ],
+    "hotel": [
+      "City Hotel",
+      "Resort Hotel"
+    ],
+    "market_segment": [
+      "Aviation",
+      "Complementary",
+      "Corporate",
+      "Direct",
+      "Groups",
+      "Offline TA/TO",
+      "Online TA",
+      "Undefined"
+    ],
+    "meal": [
+      "BB",
+      "FB",
+      "HB",
+      "SC",
+      "Undefined"
+    ],
+    "reservation_status": [
+      "Canceled",
+      "Check-Out",
+      "No-Show"
+    ],
+    "reserved_room_type": [
+      "A",
+      "B",
+      "C",
+      "D",
+      "E",
+      "F",
+      "G",
+      "H",
+      "L",
+      "P"
+    ]
+  }
+}
diff --git a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_002/test_current.csv b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_002/test_current.csv
index e83d6e1ec1076d95d33dcb7bebd0e31abf571fcd..26cca99477edd763c42182f2ab9e5a4ffae1d604 100644
--- a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_002/test_current.csv
+++ b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_002/test_current.csv
@@ -1,16 +1,16 @@
-hotel,is_canceled,lead_time,arrival_date_year,arrival_date_month,arrival_date_week_number,arrival_date_day_of_month,stays_in_weekend_nights,stays_in_week_nights,adults,children,babies,meal,country,market_segment,distribution_channel,is_repeated_guest,previous_cancellations,previous_bookings_not_canceled,reserved_room_type,assigned_room_type,booking_changes,deposit_type,agent,company,days_in_waiting_list,customer_type,adr,required_car_parking_spaces,total_of_special_requests,reservation_status,reservation_status_date
-City Hotel,1,210,2015,October,41,8,1,3,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,12.0,,0,Transient-Party,86.0,0,0,Canceled,2015-06-30
-Resort Hotel,1,105,2016,August,33,13,4,6,2,2.0,0,HB,MAR,Online TA,TA/TO,0,0,0,G,G,0,No Deposit,240.0,,0,Transient,309.0,0,0,Canceled,2016-07-30
-City Hotel,1,147,2015,December,53,29,0,3,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Contract,72.25,0,2,Canceled,2015-08-05
-City Hotel,1,245,2016,June,25,17,0,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,12.0,,0,Transient,75.0,0,0,Canceled,2016-02-09
-City Hotel,1,46,2016,February,7,13,0,1,2,0.0,0,SC,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,11.0,,0,Transient,48.6,0,0,Canceled,2016-02-04
-City Hotel,1,175,2017,May,20,19,0,1,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,44.0,,0,Transient,90.0,0,0,Canceled,2016-11-25
-City Hotel,1,186,2017,May,22,30,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,19.0,,0,Transient,130.0,0,0,Canceled,2016-11-25
-Resort Hotel,1,383,2016,October,41,6,1,3,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,315.0,,0,Transient-Party,48.0,0,0,Canceled,2016-03-04
-City Hotel,1,81,2016,December,50,8,0,3,2,0.0,0,SC,ITA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,79.2,0,1,Canceled,2016-09-19
-City Hotel,1,121,2017,August,33,18,1,2,2,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,125.0,0,0,Canceled,2017-08-05
-City Hotel,1,86,2016,December,50,8,0,3,2,1.0,0,BB,ESP,Online TA,TA/TO,0,0,0,F,F,0,No Deposit,9.0,,0,Transient,174.0,0,0,Canceled,2016-09-13
-City Hotel,1,22,2016,December,53,29,2,3,2,0.0,0,HB,FRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,198.88,0,2,Canceled,2016-12-22
-City Hotel,1,66,2017,April,15,9,2,0,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,,,0,Transient,100.0,0,0,Canceled,2017-02-02
-Resort Hotel,1,66,2017,August,33,16,0,4,1,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,230.0,0,2,Canceled,2017-07-04
-City Hotel,1,281,2015,July,30,25,2,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,No Deposit,1.0,,0,Transient-Party,62.0,0,0,Canceled,2015-07-06
+hotel,lead_time,arrival_date_year,arrival_date_month,arrival_date_week_number,arrival_date_day_of_month,stays_in_weekend_nights,stays_in_week_nights,adults,children,babies,meal,country,market_segment,distribution_channel,is_repeated_guest,previous_cancellations,previous_bookings_not_canceled,reserved_room_type,assigned_room_type,booking_changes,deposit_type,agent,company,days_in_waiting_list,customer_type,adr,required_car_parking_spaces,total_of_special_requests,reservation_status
+City Hotel,210,2015,October,41,8,1,3,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,12.0,,0,Transient-Party,86.0,0,0,Canceled
+Resort Hotel,105,2016,August,33,13,4,6,2,2.0,0,HB,MAR,Online TA,TA/TO,0,0,0,G,G,0,No Deposit,240.0,,0,Transient,309.0,0,0,Canceled
+City Hotel,147,2015,December,53,29,0,3,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Contract,72.25,0,2,Canceled
+City Hotel,245,2016,June,25,17,0,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,12.0,,0,Transient,75.0,0,0,Canceled
+City Hotel,46,2016,February,7,13,0,1,2,0.0,0,SC,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,11.0,,0,Transient,48.6,0,0,Canceled
+City Hotel,175,2017,May,20,19,0,1,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,44.0,,0,Transient,90.0,0,0,Canceled
+City Hotel,186,2017,May,22,30,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,19.0,,0,Transient,130.0,0,0,Canceled
+Resort Hotel,383,2016,October,41,6,1,3,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,315.0,,0,Transient-Party,48.0,0,0,Canceled
+City Hotel,81,2016,December,50,8,0,3,2,0.0,0,SC,ITA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,79.2,0,1,Canceled
+City Hotel,121,2017,August,33,18,1,2,2,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,125.0,0,0,Canceled
+City Hotel,86,2016,December,50,8,0,3,2,1.0,0,BB,ESP,Online TA,TA/TO,0,0,0,F,F,0,No Deposit,9.0,,0,Transient,174.0,0,0,Canceled
+City Hotel,22,2016,December,53,29,2,3,2,0.0,0,HB,FRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,198.88,0,2,Canceled
+City Hotel,66,2017,April,15,9,2,0,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,,,0,Transient,100.0,0,0,Canceled
+Resort Hotel,66,2017,August,33,16,0,4,1,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,230.0,0,2,Canceled
+City Hotel,281,2015,July,30,25,2,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,No Deposit,1.0,,0,Transient-Party,62.0,0,0,Canceled
diff --git a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_003/Hotel_booking_demand_B4_003_current.json b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_003/Hotel_booking_demand_B4_003_current.json
index fa6d70f8f915fa17a205bb267fc230fc5e57b852..7a96910905b57babeec9d5b46f75766c189b4ad2 100644
--- a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_003/Hotel_booking_demand_B4_003_current.json
+++ b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_003/Hotel_booking_demand_B4_003_current.json
@@ -1,7221 +1,6833 @@
 {
-    "id": "003",
-    "task_type": "B4",
-    "subtask_type": "list",
-    "perspective": "data_holder",
-    "dataset_name": "Hotel booking demand",
-    "table_path": "output/daily/classification/Hotel booking demand_B4/Hotel booking demand_B4_003/test.csv",
-    "query": "We are allocating complimentary amenities and need to focus our resources on guests who are almost certain to arrive. Reviewing the past reservation data I shared, which includes final statuses, can you filter our new incoming bookings to show only those profiles that are highly likely to achieve a Check-Out status?",
-    "meta_info": {
-        "domain": "daily"
+  "id": "003",
+  "task_type": "B4",
+  "subtask_type": "list",
+  "perspective": "data_holder",
+  "dataset_name": "Hotel booking demand",
+  "table_path": "output/daily/classification/Hotel booking demand_B4/Hotel booking demand_B4_003/test.csv",
+  "query": "We are allocating complimentary amenities and need to focus our resources on guests who are almost certain to arrive. Reviewing the past reservation data I shared, which includes final statuses, can you filter our new incoming bookings to show only those profiles that are highly likely to achieve a Check-Out status?",
+  "meta_info": {
+    "domain": "daily"
+  },
+  "final_decision": {},
+  "what_if": {},
+  "ground_truth": {
+    "extracted_features": [
+      {
+        "scenario_id": "001",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 88,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 39,
+          "arrival_date_day_of_month": 26,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 1.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 170.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "002",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 40,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 13,
+          "arrival_date_day_of_month": 20,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 0,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "GBR",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 88.2,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "003",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 349,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 40,
+          "arrival_date_day_of_month": 1,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 1,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 1.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Contract",
+          "adr": 62.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "008",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 423,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 21,
+          "arrival_date_day_of_month": 23,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 229.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 90.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "010",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 175,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 17,
+          "arrival_date_day_of_month": 29,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 2.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "RUS",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "F",
+          "assigned_room_type": "F",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 189.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "012",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 38,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "December",
+          "arrival_date_week_number": 50,
+          "arrival_date_day_of_month": 10,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 2.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PHL",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "E",
+          "assigned_room_type": "E",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 14.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 143.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "013",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 163,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 42,
+          "arrival_date_day_of_month": 15,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 34.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 115.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "016",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 277,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "November",
+          "arrival_date_week_number": 46,
+          "arrival_date_day_of_month": 7,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 100.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "026",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 29,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 35,
+          "arrival_date_day_of_month": 27,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 211.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "028",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 148,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 18,
+          "arrival_date_day_of_month": 4,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 171.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 95.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "031",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 0,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 33,
+          "arrival_date_day_of_month": 10,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 4,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 75.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "032",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 40,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 13,
+          "arrival_date_day_of_month": 25,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 2,
+          "adults": 3,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "G",
+          "assigned_room_type": "G",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 7.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 201.95,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "039",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 330,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 23,
+          "arrival_date_day_of_month": 2,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 1.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 62.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "047",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 177,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 12,
+          "arrival_date_day_of_month": 23,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 1.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "TWN",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 2,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 103.7,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "049",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 386,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 31,
+          "arrival_date_day_of_month": 28,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 1.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 62.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "052",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 205,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 23,
+          "arrival_date_day_of_month": 29,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 1,
+          "adults": 3,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 1,
+          "deposit_type": "Non Refund",
+          "agent": 26.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 125.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "053",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 349,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 28,
+          "arrival_date_day_of_month": 9,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 4,
+          "adults": 2,
+          "children": 2.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "C",
+          "assigned_room_type": "C",
+          "booking_changes": 2,
+          "deposit_type": "No Deposit",
+          "agent": 250.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 178.75,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "056",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 115,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "November",
+          "arrival_date_week_number": 47,
+          "arrival_date_day_of_month": 18,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "DEU",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 90.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "058",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 74,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "February",
+          "arrival_date_week_number": 9,
+          "arrival_date_day_of_month": 26,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "Undefined",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 68.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 70.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "059",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 183,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "February",
+          "arrival_date_week_number": 7,
+          "arrival_date_day_of_month": 15,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 1.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 106.2,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "061",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 233,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 33,
+          "arrival_date_day_of_month": 11,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "RUS",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "B",
+          "assigned_room_type": "B",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 86.62,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "066",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 243,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 36,
+          "arrival_date_day_of_month": 4,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 1,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 99.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "067",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 32,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 43,
+          "arrival_date_day_of_month": 24,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Contract",
+          "adr": 136.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "074",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 99,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 15,
+          "arrival_date_day_of_month": 15,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 4,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 58.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 105.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "077",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 185,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "December",
+          "arrival_date_week_number": 51,
+          "arrival_date_day_of_month": 16,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "DEU",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 103.5,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "081",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 97,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 41,
+          "arrival_date_day_of_month": 5,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 3,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 29.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 140.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "082",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 280,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "November",
+          "arrival_date_week_number": 47,
+          "arrival_date_day_of_month": 16,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 4,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "DEU",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 73.95,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "083",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 566,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "January",
+          "arrival_date_week_number": 4,
+          "arrival_date_day_of_month": 26,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 1.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 62.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "085",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 280,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "December",
+          "arrival_date_week_number": 53,
+          "arrival_date_day_of_month": 31,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "ROU",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 86.7,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "086",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 150,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 24,
+          "arrival_date_day_of_month": 17,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 3,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 120.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "088",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 4,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 36,
+          "arrival_date_day_of_month": 30,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 3,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "FRA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 175.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "089",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 262,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "December",
+          "arrival_date_week_number": 51,
+          "arrival_date_day_of_month": 14,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 4,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "VEN",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 63.75,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "091",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 275,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 17,
+          "arrival_date_day_of_month": 17,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 0,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 12.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 110.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "092",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 22,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 11,
+          "arrival_date_day_of_month": 15,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 6,
+          "adults": 3,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "AGO",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "F",
+          "assigned_room_type": "F",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 14.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 238.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "No-Show"
+        }
+      },
+      {
+        "scenario_id": "095",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 55,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "December",
+          "arrival_date_week_number": 50,
+          "arrival_date_day_of_month": 8,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "ESP",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 86.4,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "097",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 80,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 16,
+          "arrival_date_day_of_month": 10,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 182.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 100.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "100",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 213,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 24,
+          "arrival_date_day_of_month": 7,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 19.0,
+          "company": null,
+          "days_in_waiting_list": 62,
+          "customer_type": "Transient",
+          "adr": 130.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "103",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 174,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 22,
+          "arrival_date_day_of_month": 1,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 58.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 100.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "107",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 451,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 21,
+          "arrival_date_day_of_month": 16,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 1.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 60.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "108",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 111,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "February",
+          "arrival_date_week_number": 5,
+          "arrival_date_day_of_month": 1,
+          "stays_in_weekend_nights": 4,
+          "stays_in_week_nights": 10,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 98.1,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "109",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 76,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 38,
+          "arrival_date_day_of_month": 15,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 3,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "ESP",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 168.3,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 3,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "111",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 89,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "November",
+          "arrival_date_week_number": 47,
+          "arrival_date_day_of_month": 19,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "FRA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 2,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 79.2,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 3,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "115",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 168,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 33,
+          "arrival_date_day_of_month": 17,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 4,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 314.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 176.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "117",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 41,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 42,
+          "arrival_date_day_of_month": 15,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "NLD",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 145.2,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "118",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 241,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 36,
+          "arrival_date_day_of_month": 2,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "AUS",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 101.79,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "120",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 287,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 42,
+          "arrival_date_day_of_month": 15,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Groups",
+          "distribution_channel": "Corporate",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "E",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": 223.0,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 44.5,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "124",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 259,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 38,
+          "arrival_date_day_of_month": 17,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Groups",
+          "distribution_channel": "Corporate",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 1,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": null,
+          "company": 223.0,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 40.05,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "128",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 47,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 34,
+          "arrival_date_day_of_month": 26,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 5,
+          "adults": 2,
+          "children": 2.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "ESP",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "G",
+          "assigned_room_type": "G",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 340.86,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "133",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 475,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 44,
+          "arrival_date_day_of_month": 27,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 1.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 62.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "136",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 37,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 41,
+          "arrival_date_day_of_month": 2,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 3,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "CHN",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 125.55,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "139",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 133,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 11,
+          "arrival_date_day_of_month": 13,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 0,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "USA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 2,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 42.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "140",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 398,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 33,
+          "arrival_date_day_of_month": 11,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 1.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 62.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "141",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 335,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 38,
+          "arrival_date_day_of_month": 17,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 1,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 1.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Contract",
+          "adr": 62.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "144",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 181,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 28,
+          "arrival_date_day_of_month": 7,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 5,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 72.9,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "146",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 182,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "December",
+          "arrival_date_week_number": 53,
+          "arrival_date_day_of_month": 29,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 250.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 60.6,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "147",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 90,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 44,
+          "arrival_date_day_of_month": 29,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "DEU",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 54.08,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "154",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 322,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 21,
+          "arrival_date_day_of_month": 19,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 31.0,
+          "company": null,
+          "days_in_waiting_list": 120,
+          "customer_type": "Transient",
+          "adr": 80.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "157",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 266,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 18,
+          "arrival_date_day_of_month": 3,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 58.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 100.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "162",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 37,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 42,
+          "arrival_date_day_of_month": 13,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 56.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 105.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "164",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 7,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 23,
+          "arrival_date_day_of_month": 5,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 3,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "ISR",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "E",
+          "assigned_room_type": "E",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 200.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "165",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 38,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "December",
+          "arrival_date_week_number": 52,
+          "arrival_date_day_of_month": 21,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 4,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "ESP",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 120.7,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "170",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 281,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 30,
+          "arrival_date_day_of_month": 25,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 1,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 1.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 62.8,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "173",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 81,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 13,
+          "arrival_date_day_of_month": 30,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "AUT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 4,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 85.8,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "174",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 131,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 24,
+          "arrival_date_day_of_month": 11,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 410.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 56.7,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "183",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 30,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "February",
+          "arrival_date_week_number": 5,
+          "arrival_date_day_of_month": 2,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 4,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "ISL",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 90.1,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "188",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 129,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 14,
+          "arrival_date_day_of_month": 3,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 58.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 100.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "189",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 100,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 44,
+          "arrival_date_day_of_month": 31,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 1.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 62.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "192",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 38,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "January",
+          "arrival_date_week_number": 2,
+          "arrival_date_day_of_month": 14,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Corporate",
+          "distribution_channel": "Corporate",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": null,
+          "company": 67.0,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 75.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "196",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 165,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 20,
+          "arrival_date_day_of_month": 19,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 225.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "198",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 176,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 42,
+          "arrival_date_day_of_month": 11,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 85.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 80.75,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "199",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 239,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 38,
+          "arrival_date_day_of_month": 19,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 3,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 248.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 34.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "203",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 341,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 39,
+          "arrival_date_day_of_month": 23,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 1,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 1.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 62.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "205",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 180,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "November",
+          "arrival_date_week_number": 47,
+          "arrival_date_day_of_month": 13,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 0,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "GBR",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 7.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 54.75,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "209",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 68,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "February",
+          "arrival_date_week_number": 8,
+          "arrival_date_day_of_month": 17,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 1,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 37.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 75.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "210",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 24,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 16,
+          "arrival_date_day_of_month": 11,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 8.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 108.5,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "212",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 115,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 22,
+          "arrival_date_day_of_month": 3,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 27.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 89.1,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "216",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 81,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 34,
+          "arrival_date_day_of_month": 23,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 1.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "ESP",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 169.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "218",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 407,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 18,
+          "arrival_date_day_of_month": 6,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 229.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 90.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "219",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 86,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "January",
+          "arrival_date_week_number": 4,
+          "arrival_date_day_of_month": 22,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 1,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 29.0,
+          "company": null,
+          "days_in_waiting_list": 35,
+          "customer_type": "Transient",
+          "adr": 85.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "221",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 112,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "February",
+          "arrival_date_week_number": 7,
+          "arrival_date_day_of_month": 12,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "FB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 134.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 68.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "222",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 50,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 14,
+          "arrival_date_day_of_month": 31,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 1.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 65.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "223",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 305,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "November",
+          "arrival_date_week_number": 45,
+          "arrival_date_day_of_month": 4,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 21.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 89.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "224",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 136,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 41,
+          "arrival_date_day_of_month": 5,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 4,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "DEU",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 118.8,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "225",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 11,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 25,
+          "arrival_date_day_of_month": 17,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 1.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "ESP",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 182.75,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "231",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 209,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 33,
+          "arrival_date_day_of_month": 15,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 1.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 148.5,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "238",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 193,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 26,
+          "arrival_date_day_of_month": 20,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 162.0,
+          "company": null,
+          "days_in_waiting_list": 39,
+          "customer_type": "Transient",
+          "adr": 120.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "239",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 183,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 31,
+          "arrival_date_day_of_month": 26,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": 395.0,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 114.75,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "241",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 19,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 10,
+          "arrival_date_day_of_month": 4,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "ITA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 7.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 74.64,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "244",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 30,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 42,
+          "arrival_date_day_of_month": 16,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "ESP",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Contract",
+          "adr": 118.58,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "248",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 36,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 11,
+          "arrival_date_day_of_month": 12,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 1,
+          "adults": 3,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "ITA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 114.3,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "250",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 398,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 28,
+          "arrival_date_day_of_month": 4,
+          "stays_in_weekend_nights": 3,
+          "stays_in_week_nights": 7,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "E",
+          "assigned_room_type": "E",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 40.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Contract",
+          "adr": 134.73,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "251",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 61,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "December",
+          "arrival_date_week_number": 53,
+          "arrival_date_day_of_month": 30,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 4,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 1,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 111.6,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "256",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 19,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "February",
+          "arrival_date_week_number": 9,
+          "arrival_date_day_of_month": 25,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "IRL",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 79.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "257",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 393,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 41,
+          "arrival_date_day_of_month": 8,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 68.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 72.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "259",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 147,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 30,
+          "arrival_date_day_of_month": 21,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 1,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 1.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 75.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "260",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 279,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 42,
+          "arrival_date_day_of_month": 12,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 98.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 110.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "262",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 23,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 23,
+          "arrival_date_day_of_month": 7,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "ESP",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 52.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 166.5,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "265",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 113,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 20,
+          "arrival_date_day_of_month": 20,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 34.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 190.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "268",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 10,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 42,
+          "arrival_date_day_of_month": 10,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 0,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Corporate",
+          "distribution_channel": "Corporate",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": 394.0,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 41.4,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "271",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 451,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 28,
+          "arrival_date_day_of_month": 12,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 229.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 90.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "272",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 57,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 45,
+          "arrival_date_day_of_month": 31,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 4,
+          "adults": 3,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "RUS",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 131.58,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "277",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 101,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 23,
+          "arrival_date_day_of_month": 1,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 4,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "ITA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 132.6,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "278",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 315,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "November",
+          "arrival_date_week_number": 48,
+          "arrival_date_day_of_month": 25,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 2,
+          "previous_bookings_not_canceled": 4,
+          "reserved_room_type": "B",
+          "assigned_room_type": "B",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 65.8,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "280",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 305,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "January",
+          "arrival_date_week_number": 3,
+          "arrival_date_day_of_month": 21,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "BRA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 77.35,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "283",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 271,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "December",
+          "arrival_date_week_number": 53,
+          "arrival_date_day_of_month": 26,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 5,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "DEU",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 144.63,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "288",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 180,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 30,
+          "arrival_date_day_of_month": 23,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "B",
+          "assigned_room_type": "B",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 96.3,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "290",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 134,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 42,
+          "arrival_date_day_of_month": 15,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 1.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "NLD",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 135.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "293",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 88,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 32,
+          "arrival_date_day_of_month": 11,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "AUS",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 155.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "294",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 281,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 29,
+          "arrival_date_day_of_month": 16,
+          "stays_in_weekend_nights": 4,
+          "stays_in_week_nights": 6,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "E",
+          "assigned_room_type": "E",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 175.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 115.92,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "296",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 139,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 29,
+          "arrival_date_day_of_month": 11,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 4,
+          "adults": 2,
+          "children": 1.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "SWE",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 116.45,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "297",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 88,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 17,
+          "arrival_date_day_of_month": 24,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 5,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "ITA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 121.5,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "305",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 420,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 20,
+          "arrival_date_day_of_month": 20,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 229.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 90.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "307",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 19,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 12,
+          "arrival_date_day_of_month": 20,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 85.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 80.24,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "308",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 50,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 28,
+          "arrival_date_day_of_month": 10,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 1.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "DNK",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 160.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "309",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 101,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 15,
+          "arrival_date_day_of_month": 4,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 3.0,
+          "company": null,
+          "days_in_waiting_list": 41,
+          "customer_type": "Transient",
+          "adr": 80.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "311",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 56,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 35,
+          "arrival_date_day_of_month": 28,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 5.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 152.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "315",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 126,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 33,
+          "arrival_date_day_of_month": 16,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 6,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "ITA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 155.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "317",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 185,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 26,
+          "arrival_date_day_of_month": 29,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 2.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "USA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "F",
+          "assigned_room_type": "F",
+          "booking_changes": 2,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 192.7,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "319",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 21,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 34,
+          "arrival_date_day_of_month": 15,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "NLD",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 151.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "320",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 78,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 15,
+          "arrival_date_day_of_month": 8,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 90.9,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "324",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 137,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 19,
+          "arrival_date_day_of_month": 5,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "DEU",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 105.3,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "327",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 24,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "November",
+          "arrival_date_week_number": 45,
+          "arrival_date_day_of_month": 1,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 4,
+          "adults": 2,
+          "children": 2.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "SWE",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "F",
+          "assigned_room_type": "F",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 161.5,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "331",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 46,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 23,
+          "arrival_date_day_of_month": 31,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 7,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "CHE",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 116.11,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "333",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 184,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 39,
+          "arrival_date_day_of_month": 22,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "DNK",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 137.28,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "336",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 31,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 15,
+          "arrival_date_day_of_month": 7,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 67.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 68.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "337",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 186,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 30,
+          "arrival_date_day_of_month": 19,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 5,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "ITA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 90.95,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "339",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 35,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "February",
+          "arrival_date_week_number": 7,
+          "arrival_date_day_of_month": 16,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "GBR",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 88.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "340",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 210,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 34,
+          "arrival_date_day_of_month": 16,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 1,
+          "meal": "SC",
+          "country": "NLD",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 4,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 90.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "341",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 444,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "December",
+          "arrival_date_week_number": 49,
+          "arrival_date_day_of_month": 1,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 1,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 34.0,
+          "company": null,
+          "days_in_waiting_list": 39,
+          "customer_type": "Transient",
+          "adr": 75.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "343",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 231,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 31,
+          "arrival_date_day_of_month": 2,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 4,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "ESP",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "G",
+          "assigned_room_type": "G",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 253.33,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "344",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 162,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 18,
+          "arrival_date_day_of_month": 6,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 3.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 80.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "349",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 52,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "December",
+          "arrival_date_week_number": 49,
+          "arrival_date_day_of_month": 1,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "FRA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 88.4,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "350",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 222,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 34,
+          "arrival_date_day_of_month": 25,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "ITA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 117.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "354",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 41,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 31,
+          "arrival_date_day_of_month": 3,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "USA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 126.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "359",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 157,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 29,
+          "arrival_date_day_of_month": 11,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "IRL",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 101.58,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "360",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 124,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 36,
+          "arrival_date_day_of_month": 31,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 5,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "G",
+          "assigned_room_type": "G",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 160.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "363",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 156,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "December",
+          "arrival_date_week_number": 53,
+          "arrival_date_day_of_month": 27,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 3,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 122.4,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "365",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 273,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 35,
+          "arrival_date_day_of_month": 24,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 5,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 1,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 314.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 88.15,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "367",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 123,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 17,
+          "arrival_date_day_of_month": 24,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "FRA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 105.75,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "372",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 258,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "January",
+          "arrival_date_week_number": 2,
+          "arrival_date_day_of_month": 14,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "ITA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 129.6,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "377",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 158,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 22,
+          "arrival_date_day_of_month": 24,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 37.0,
+          "company": null,
+          "days_in_waiting_list": 31,
+          "customer_type": "Transient",
+          "adr": 130.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "379",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 46,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 9,
+          "arrival_date_day_of_month": 3,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 2,
+          "adults": 3,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "URY",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 142.2,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "381",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 320,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 24,
+          "arrival_date_day_of_month": 15,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 6.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 90.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "385",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 23,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "January",
+          "arrival_date_week_number": 2,
+          "arrival_date_day_of_month": 11,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "ESP",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 89.5,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "386",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 65,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 33,
+          "arrival_date_day_of_month": 15,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 5,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 196.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 135.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "389",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 47,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 32,
+          "arrival_date_day_of_month": 5,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "ESP",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 209.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "391",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 346,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 40,
+          "arrival_date_day_of_month": 28,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 1,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 1.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Contract",
+          "adr": 62.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "392",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 143,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 32,
+          "arrival_date_day_of_month": 3,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 5,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 211.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "394",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 221,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 33,
+          "arrival_date_day_of_month": 15,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 5,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "FRA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "E",
+          "assigned_room_type": "E",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 224.33,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "395",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 159,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 36,
+          "arrival_date_day_of_month": 31,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 4,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 101.44,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "397",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 301,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 33,
+          "arrival_date_day_of_month": 14,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 1,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 6.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 101.5,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "401",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 378,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "November",
+          "arrival_date_week_number": 45,
+          "arrival_date_day_of_month": 1,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 248.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 46.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "403",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 45,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 27,
+          "arrival_date_day_of_month": 2,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 101.15,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "405",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 38,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 19,
+          "arrival_date_day_of_month": 12,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 7,
+          "adults": 3,
+          "children": 1.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "G",
+          "assigned_room_type": "G",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 7.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 321.94,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "408",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 52,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 10,
+          "arrival_date_day_of_month": 5,
+          "stays_in_weekend_nights": 6,
+          "stays_in_week_nights": 13,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "SEN",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 136.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "411",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 251,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 13,
+          "arrival_date_day_of_month": 22,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 29.0,
+          "company": null,
+          "days_in_waiting_list": 93,
+          "customer_type": "Transient",
+          "adr": 125.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "416",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 33,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 43,
+          "arrival_date_day_of_month": 21,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 4,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 1,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 6.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 17.6,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "419",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 122,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 19,
+          "arrival_date_day_of_month": 11,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "CHE",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 127.8,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "420",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 272,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 29,
+          "arrival_date_day_of_month": 16,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 1,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 1.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Contract",
+          "adr": 62.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "424",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 228,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 31,
+          "arrival_date_day_of_month": 30,
+          "stays_in_weekend_nights": 4,
+          "stays_in_week_nights": 8,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 212.17,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "425",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 31,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "January",
+          "arrival_date_week_number": 4,
+          "arrival_date_day_of_month": 24,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 97.5,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "427",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 123,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 33,
+          "arrival_date_day_of_month": 13,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "HUN",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 123.3,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "429",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 49,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 24,
+          "arrival_date_day_of_month": 14,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "CHN",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 126.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "431",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 68,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 42,
+          "arrival_date_day_of_month": 11,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "B",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 8.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 89.25,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "432",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 204,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 10,
+          "arrival_date_day_of_month": 5,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 0,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "BRA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 90.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "435",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 19,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 22,
+          "arrival_date_day_of_month": 2,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "ESP",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 137.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "440",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 140,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "February",
+          "arrival_date_week_number": 7,
+          "arrival_date_day_of_month": 12,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 50.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "444",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 325,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 28,
+          "arrival_date_day_of_month": 15,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "BRA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 103.5,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "445",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 45,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 44,
+          "arrival_date_day_of_month": 29,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 1,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 3.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 70.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "446",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 31,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "February",
+          "arrival_date_week_number": 6,
+          "arrival_date_day_of_month": 5,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "USA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 89.3,
+          "required_car_parking_spaces": 1,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "448",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 16,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "December",
+          "arrival_date_week_number": 53,
+          "arrival_date_day_of_month": 28,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 4,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 3.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 76.67,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "451",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 422,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 38,
+          "arrival_date_day_of_month": 16,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 1.0,
+          "company": null,
+          "days_in_waiting_list": 379,
+          "customer_type": "Transient-Party",
+          "adr": 65.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "453",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 96,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 19,
+          "arrival_date_day_of_month": 7,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "DEU",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 119.85,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "456",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 114,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 17,
+          "arrival_date_day_of_month": 29,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 5,
+          "adults": 3,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "POL",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "E",
+          "assigned_room_type": "E",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 184.57,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "458",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 40,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 15,
+          "arrival_date_day_of_month": 5,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 5,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 58.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "460",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 11,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 34,
+          "arrival_date_day_of_month": 18,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "DEU",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 155.5,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "463",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 59,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 18,
+          "arrival_date_day_of_month": 28,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "IRL",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 128.69,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "466",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 85,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 18,
+          "arrival_date_day_of_month": 5,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "TUR",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 135.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "467",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 295,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 32,
+          "arrival_date_day_of_month": 8,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 1,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 1.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 62.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "470",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 100,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 21,
+          "arrival_date_day_of_month": 19,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "FRA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "B",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 136.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "473",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 74,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 38,
+          "arrival_date_day_of_month": 18,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 6.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 101.5,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "475",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 138,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 26,
+          "arrival_date_day_of_month": 27,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "DEU",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 117.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "479",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 34,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 18,
+          "arrival_date_day_of_month": 30,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 1,
+          "adults": 3,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "ESP",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 159.3,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "481",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 18,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "November",
+          "arrival_date_week_number": 45,
+          "arrival_date_day_of_month": 7,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 1.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 15.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 32.62,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "482",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 188,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 25,
+          "arrival_date_day_of_month": 15,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 119.0,
+          "company": null,
+          "days_in_waiting_list": 39,
+          "customer_type": "Transient",
+          "adr": 130.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "483",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 309,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 33,
+          "arrival_date_day_of_month": 15,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 4,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "ITA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "B",
+          "assigned_room_type": "B",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 96.25,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "485",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 21,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 26,
+          "arrival_date_day_of_month": 25,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 0,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "BRA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 160.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "488",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 181,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 30,
+          "arrival_date_day_of_month": 17,
+          "stays_in_weekend_nights": 4,
+          "stays_in_week_nights": 8,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 160.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "489",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 59,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "January",
+          "arrival_date_week_number": 4,
+          "arrival_date_day_of_month": 23,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 326.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 80.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "490",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 285,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 19,
+          "arrival_date_day_of_month": 8,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 2,
+          "adults": 3,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 142.2,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "491",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 46,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 24,
+          "arrival_date_day_of_month": 5,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "NLD",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 123.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "494",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 4,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "November",
+          "arrival_date_week_number": 48,
+          "arrival_date_day_of_month": 21,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Complementary",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 0.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "496",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 110,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "February",
+          "arrival_date_week_number": 5,
+          "arrival_date_day_of_month": 2,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 37.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "499",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 161,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 26,
+          "arrival_date_day_of_month": 30,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 30.0,
+          "company": null,
+          "days_in_waiting_list": 26,
+          "customer_type": "Transient",
+          "adr": 130.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      }
+    ],
+    "target_column": "reservation_status",
+    "task_sub_type": "classification",
+    "ranking_ground_truth": {
+      "top_k_ids": [
+        "002",
+        "012",
+        "067",
+        "088",
+        "111",
+        "120",
+        "147",
+        "198",
+        "205",
+        "244",
+        "290",
+        "340",
+        "385",
+        "446",
+        "494"
+      ]
     },
-    "final_decision": {},
-    "what_if": {},
-    "ground_truth": {
-        "extracted_features": [
-            {
-                "scenario_id": "001",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 88,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 39,
-                    "arrival_date_day_of_month": 26,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 1.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 170.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-08-21"
-                }
-            },
-            {
-                "scenario_id": "002",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 40,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 13,
-                    "arrival_date_day_of_month": 20,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 0,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "GBR",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 88.2,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-03-21"
-                }
-            },
-            {
-                "scenario_id": "003",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 349,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 40,
-                    "arrival_date_day_of_month": 1,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 1,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 1.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Contract",
-                    "adr": 62.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-01-01"
-                }
-            },
-            {
-                "scenario_id": "008",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 423,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 21,
-                    "arrival_date_day_of_month": 23,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 229.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 90.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-02-28"
-                }
-            },
-            {
-                "scenario_id": "010",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 175,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 17,
-                    "arrival_date_day_of_month": 29,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 2.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "RUS",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "F",
-                    "assigned_room_type": "F",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 189.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-04-10"
-                }
-            },
-            {
-                "scenario_id": "012",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 38,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "December",
-                    "arrival_date_week_number": 50,
-                    "arrival_date_day_of_month": 10,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 2.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PHL",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "E",
-                    "assigned_room_type": "E",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 14.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 143.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-12-13"
-                }
-            },
-            {
-                "scenario_id": "013",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 163,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 42,
-                    "arrival_date_day_of_month": 15,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 34.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 115.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-09-27"
-                }
-            },
-            {
-                "scenario_id": "016",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 277,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "November",
-                    "arrival_date_week_number": 46,
-                    "arrival_date_day_of_month": 7,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 100.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-04-04"
-                }
-            },
-            {
-                "scenario_id": "026",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 29,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 35,
-                    "arrival_date_day_of_month": 27,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 211.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-08-11"
-                }
-            },
-            {
-                "scenario_id": "028",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 148,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 18,
-                    "arrival_date_day_of_month": 4,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 171.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 95.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-12-07"
-                }
-            },
-            {
-                "scenario_id": "031",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 0,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 33,
-                    "arrival_date_day_of_month": 10,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 4,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 75.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-08-10"
-                }
-            },
-            {
-                "scenario_id": "032",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 40,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 13,
-                    "arrival_date_day_of_month": 25,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 2,
-                    "adults": 3,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "G",
-                    "assigned_room_type": "G",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 7.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 201.95,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-02-17"
-                }
-            },
-            {
-                "scenario_id": "039",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 330,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 23,
-                    "arrival_date_day_of_month": 2,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 1.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 62.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-10-21"
-                }
-            },
-            {
-                "scenario_id": "047",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 177,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 12,
-                    "arrival_date_day_of_month": 23,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 1.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "TWN",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 2,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 103.7,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-02-17"
-                }
-            },
-            {
-                "scenario_id": "049",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 386,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 31,
-                    "arrival_date_day_of_month": 28,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 1.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 62.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-10-21"
-                }
-            },
-            {
-                "scenario_id": "052",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 205,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 23,
-                    "arrival_date_day_of_month": 29,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 1,
-                    "adults": 3,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 1,
-                    "deposit_type": "Non Refund",
-                    "agent": 26.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 125.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-01-19"
-                }
-            },
-            {
-                "scenario_id": "053",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 349,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 28,
-                    "arrival_date_day_of_month": 9,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 4,
-                    "adults": 2,
-                    "children": 2.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "C",
-                    "assigned_room_type": "C",
-                    "booking_changes": 2,
-                    "deposit_type": "No Deposit",
-                    "agent": 250.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 178.75,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-12-28"
-                }
-            },
-            {
-                "scenario_id": "056",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 115,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "November",
-                    "arrival_date_week_number": 47,
-                    "arrival_date_day_of_month": 18,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "DEU",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 90.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-10-24"
-                }
-            },
-            {
-                "scenario_id": "058",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 74,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "February",
-                    "arrival_date_week_number": 9,
-                    "arrival_date_day_of_month": 26,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "Undefined",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 68.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 70.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-01-21"
-                }
-            },
-            {
-                "scenario_id": "059",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 183,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "February",
-                    "arrival_date_week_number": 7,
-                    "arrival_date_day_of_month": 15,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 1.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 106.2,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-08-18"
-                }
-            },
-            {
-                "scenario_id": "061",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 233,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 33,
-                    "arrival_date_day_of_month": 11,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "RUS",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "B",
-                    "assigned_room_type": "B",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 86.62,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-01-13"
-                }
-            },
-            {
-                "scenario_id": "066",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 243,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 36,
-                    "arrival_date_day_of_month": 4,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 1,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 99.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-07-29"
-                }
-            },
-            {
-                "scenario_id": "067",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 32,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 43,
-                    "arrival_date_day_of_month": 24,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Contract",
-                    "adr": 136.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-10-26"
-                }
-            },
-            {
-                "scenario_id": "074",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 99,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 15,
-                    "arrival_date_day_of_month": 15,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 4,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 58.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 105.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-03-07"
-                }
-            },
-            {
-                "scenario_id": "077",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 185,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "December",
-                    "arrival_date_week_number": 51,
-                    "arrival_date_day_of_month": 16,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "DEU",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 103.5,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-07-28"
-                }
-            },
-            {
-                "scenario_id": "081",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 97,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 41,
-                    "arrival_date_day_of_month": 5,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 3,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 29.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 140.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-07-03"
-                }
-            },
-            {
-                "scenario_id": "082",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 280,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "November",
-                    "arrival_date_week_number": 47,
-                    "arrival_date_day_of_month": 16,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 4,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "DEU",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 73.95,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-03-11"
-                }
-            },
-            {
-                "scenario_id": "083",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 566,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "January",
-                    "arrival_date_week_number": 4,
-                    "arrival_date_day_of_month": 26,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 1.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 62.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-10-21"
-                }
-            },
-            {
-                "scenario_id": "085",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 280,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "December",
-                    "arrival_date_week_number": 53,
-                    "arrival_date_day_of_month": 31,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "ROU",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 86.7,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-03-27"
-                }
-            },
-            {
-                "scenario_id": "086",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 150,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 24,
-                    "arrival_date_day_of_month": 17,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 3,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 120.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-01-18"
-                }
-            },
-            {
-                "scenario_id": "088",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 4,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 36,
-                    "arrival_date_day_of_month": 30,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 3,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "FRA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 175.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-09-01"
-                }
-            },
-            {
-                "scenario_id": "089",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 262,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "December",
-                    "arrival_date_week_number": 51,
-                    "arrival_date_day_of_month": 14,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 4,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "VEN",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 63.75,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-03-27"
-                }
-            },
-            {
-                "scenario_id": "091",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 275,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 17,
-                    "arrival_date_day_of_month": 17,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 0,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 12.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 110.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-08-04"
-                }
-            },
-            {
-                "scenario_id": "092",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 22,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 11,
-                    "arrival_date_day_of_month": 15,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 6,
-                    "adults": 3,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "AGO",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "F",
-                    "assigned_room_type": "F",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 14.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 238.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "No-Show",
-                    "reservation_status_date": "2017-03-15"
-                }
-            },
-            {
-                "scenario_id": "095",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 55,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "December",
-                    "arrival_date_week_number": 50,
-                    "arrival_date_day_of_month": 8,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "ESP",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 86.4,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-10-17"
-                }
-            },
-            {
-                "scenario_id": "097",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 80,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 16,
-                    "arrival_date_day_of_month": 10,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 182.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 100.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-02-22"
-                }
-            },
-            {
-                "scenario_id": "100",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 213,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 24,
-                    "arrival_date_day_of_month": 7,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 19.0,
-                    "company": null,
-                    "days_in_waiting_list": 62,
-                    "customer_type": "Transient",
-                    "adr": 130.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-01-08"
-                }
-            },
-            {
-                "scenario_id": "103",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 174,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 22,
-                    "arrival_date_day_of_month": 1,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 58.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 100.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-01-24"
-                }
-            },
-            {
-                "scenario_id": "107",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 451,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 21,
-                    "arrival_date_day_of_month": 16,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 1.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 60.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-03-14"
-                }
-            },
-            {
-                "scenario_id": "108",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 111,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "February",
-                    "arrival_date_week_number": 5,
-                    "arrival_date_day_of_month": 1,
-                    "stays_in_weekend_nights": 4,
-                    "stays_in_week_nights": 10,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 98.1,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-10-18"
-                }
-            },
-            {
-                "scenario_id": "109",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 76,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 38,
-                    "arrival_date_day_of_month": 15,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 3,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "ESP",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 168.3,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 3,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-08-11"
-                }
-            },
-            {
-                "scenario_id": "111",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 89,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "November",
-                    "arrival_date_week_number": 47,
-                    "arrival_date_day_of_month": 19,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "FRA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 2,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 79.2,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 3,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-11-21"
-                }
-            },
-            {
-                "scenario_id": "115",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 168,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 33,
-                    "arrival_date_day_of_month": 17,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 4,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 314.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 176.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-03-10"
-                }
-            },
-            {
-                "scenario_id": "117",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 41,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 42,
-                    "arrival_date_day_of_month": 15,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "NLD",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 145.2,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-09-06"
-                }
-            },
-            {
-                "scenario_id": "118",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 241,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 36,
-                    "arrival_date_day_of_month": 2,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "AUS",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 101.79,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-05-31"
-                }
-            },
-            {
-                "scenario_id": "120",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 287,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 42,
-                    "arrival_date_day_of_month": 15,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Groups",
-                    "distribution_channel": "Corporate",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "E",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": 223.0,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 44.5,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-10-18"
-                }
-            },
-            {
-                "scenario_id": "124",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 259,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 38,
-                    "arrival_date_day_of_month": 17,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Groups",
-                    "distribution_channel": "Corporate",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 1,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": null,
-                    "company": 223.0,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 40.05,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-01-21"
-                }
-            },
-            {
-                "scenario_id": "128",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 47,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 34,
-                    "arrival_date_day_of_month": 26,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 5,
-                    "adults": 2,
-                    "children": 2.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "ESP",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "G",
-                    "assigned_room_type": "G",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 340.86,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-07-22"
-                }
-            },
-            {
-                "scenario_id": "133",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 475,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 44,
-                    "arrival_date_day_of_month": 27,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 1.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 62.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-10-21"
-                }
-            },
-            {
-                "scenario_id": "136",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 37,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 41,
-                    "arrival_date_day_of_month": 2,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 3,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "CHN",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 125.55,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-09-28"
-                }
-            },
-            {
-                "scenario_id": "139",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 133,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 11,
-                    "arrival_date_day_of_month": 13,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 0,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "USA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 2,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 42.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-11-03"
-                }
-            },
-            {
-                "scenario_id": "140",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 398,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 33,
-                    "arrival_date_day_of_month": 11,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 1.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 62.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-10-21"
-                }
-            },
-            {
-                "scenario_id": "141",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 335,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 38,
-                    "arrival_date_day_of_month": 17,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 1,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 1.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Contract",
-                    "adr": 62.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-01-01"
-                }
-            },
-            {
-                "scenario_id": "144",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 181,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 28,
-                    "arrival_date_day_of_month": 7,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 5,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 72.9,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-01-09"
-                }
-            },
-            {
-                "scenario_id": "146",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 182,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "December",
-                    "arrival_date_week_number": 53,
-                    "arrival_date_day_of_month": 29,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 250.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 60.6,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-06-30"
-                }
-            },
-            {
-                "scenario_id": "147",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 90,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 44,
-                    "arrival_date_day_of_month": 29,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "DEU",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 54.08,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-11-03"
-                }
-            },
-            {
-                "scenario_id": "154",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 322,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 21,
-                    "arrival_date_day_of_month": 19,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 31.0,
-                    "company": null,
-                    "days_in_waiting_list": 120,
-                    "customer_type": "Transient",
-                    "adr": 80.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-02-10"
-                }
-            },
-            {
-                "scenario_id": "157",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 266,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 18,
-                    "arrival_date_day_of_month": 3,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 58.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 100.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-03-09"
-                }
-            },
-            {
-                "scenario_id": "162",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 37,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 42,
-                    "arrival_date_day_of_month": 13,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 56.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 105.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-09-06"
-                }
-            },
-            {
-                "scenario_id": "164",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 7,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 23,
-                    "arrival_date_day_of_month": 5,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 3,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "ISR",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "E",
-                    "assigned_room_type": "E",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 200.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-05-30"
-                }
-            },
-            {
-                "scenario_id": "165",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 38,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "December",
-                    "arrival_date_week_number": 52,
-                    "arrival_date_day_of_month": 21,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 4,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "ESP",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 120.7,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-12-04"
-                }
-            },
-            {
-                "scenario_id": "170",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 281,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 30,
-                    "arrival_date_day_of_month": 25,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 1,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 1.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 62.8,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-01-01"
-                }
-            },
-            {
-                "scenario_id": "173",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 81,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 13,
-                    "arrival_date_day_of_month": 30,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "AUT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 4,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 85.8,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-02-02"
-                }
-            },
-            {
-                "scenario_id": "174",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 131,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 24,
-                    "arrival_date_day_of_month": 11,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 410.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 56.7,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-05-19"
-                }
-            },
-            {
-                "scenario_id": "183",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 30,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "February",
-                    "arrival_date_week_number": 5,
-                    "arrival_date_day_of_month": 2,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 4,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "ISL",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 90.1,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-01-09"
-                }
-            },
-            {
-                "scenario_id": "188",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 129,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 14,
-                    "arrival_date_day_of_month": 3,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 58.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 100.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-11-25"
-                }
-            },
-            {
-                "scenario_id": "189",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 100,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 44,
-                    "arrival_date_day_of_month": 31,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 1.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 62.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-10-19"
-                }
-            },
-            {
-                "scenario_id": "192",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 38,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "January",
-                    "arrival_date_week_number": 2,
-                    "arrival_date_day_of_month": 14,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Corporate",
-                    "distribution_channel": "Corporate",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": null,
-                    "company": 67.0,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 75.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-12-07"
-                }
-            },
-            {
-                "scenario_id": "196",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 165,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 20,
-                    "arrival_date_day_of_month": 19,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 225.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-01-12"
-                }
-            },
-            {
-                "scenario_id": "198",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 176,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 42,
-                    "arrival_date_day_of_month": 11,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 85.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 80.75,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-10-14"
-                }
-            },
-            {
-                "scenario_id": "199",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 239,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 38,
-                    "arrival_date_day_of_month": 19,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 3,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 248.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 34.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-07-08"
-                }
-            },
-            {
-                "scenario_id": "203",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 341,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 39,
-                    "arrival_date_day_of_month": 23,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 1,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 1.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 62.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-07-02"
-                }
-            },
-            {
-                "scenario_id": "205",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 180,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "November",
-                    "arrival_date_week_number": 47,
-                    "arrival_date_day_of_month": 13,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 0,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "GBR",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 7.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 54.75,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-11-14"
-                }
-            },
-            {
-                "scenario_id": "209",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 68,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "February",
-                    "arrival_date_week_number": 8,
-                    "arrival_date_day_of_month": 17,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 1,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 37.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 75.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-01-06"
-                }
-            },
-            {
-                "scenario_id": "210",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 24,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 16,
-                    "arrival_date_day_of_month": 11,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 8.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 108.5,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-03-18"
-                }
-            },
-            {
-                "scenario_id": "212",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 115,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 22,
-                    "arrival_date_day_of_month": 3,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 27.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 89.1,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-02-08"
-                }
-            },
-            {
-                "scenario_id": "216",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 81,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 34,
-                    "arrival_date_day_of_month": 23,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 1.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "ESP",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 169.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-06-05"
-                }
-            },
-            {
-                "scenario_id": "218",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 407,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 18,
-                    "arrival_date_day_of_month": 6,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 229.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 90.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-04-17"
-                }
-            },
-            {
-                "scenario_id": "219",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 86,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "January",
-                    "arrival_date_week_number": 4,
-                    "arrival_date_day_of_month": 22,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 1,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 29.0,
-                    "company": null,
-                    "days_in_waiting_list": 35,
-                    "customer_type": "Transient",
-                    "adr": 85.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-12-02"
-                }
-            },
-            {
-                "scenario_id": "221",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 112,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "February",
-                    "arrival_date_week_number": 7,
-                    "arrival_date_day_of_month": 12,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "FB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 134.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 68.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-02-05"
-                }
-            },
-            {
-                "scenario_id": "222",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 50,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 14,
-                    "arrival_date_day_of_month": 31,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 1.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 65.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-03-11"
-                }
-            },
-            {
-                "scenario_id": "223",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 305,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "November",
-                    "arrival_date_week_number": 45,
-                    "arrival_date_day_of_month": 4,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 21.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 89.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-02-01"
-                }
-            },
-            {
-                "scenario_id": "224",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 136,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 41,
-                    "arrival_date_day_of_month": 5,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 4,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "DEU",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 118.8,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-05-22"
-                }
-            },
-            {
-                "scenario_id": "225",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 11,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 25,
-                    "arrival_date_day_of_month": 17,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 1.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "ESP",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 182.75,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-06-08"
-                }
-            },
-            {
-                "scenario_id": "231",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 209,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 33,
-                    "arrival_date_day_of_month": 15,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 1.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 148.5,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-01-25"
-                }
-            },
-            {
-                "scenario_id": "238",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 193,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 26,
-                    "arrival_date_day_of_month": 20,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 162.0,
-                    "company": null,
-                    "days_in_waiting_list": 39,
-                    "customer_type": "Transient",
-                    "adr": 120.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-01-18"
-                }
-            },
-            {
-                "scenario_id": "239",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 183,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 31,
-                    "arrival_date_day_of_month": 26,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": 395.0,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 114.75,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-07-13"
-                }
-            },
-            {
-                "scenario_id": "241",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 19,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 10,
-                    "arrival_date_day_of_month": 4,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "ITA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 7.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 74.64,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-03-04"
-                }
-            },
-            {
-                "scenario_id": "244",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 30,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 42,
-                    "arrival_date_day_of_month": 16,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "ESP",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Contract",
-                    "adr": 118.58,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-10-20"
-                }
-            },
-            {
-                "scenario_id": "248",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 36,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 11,
-                    "arrival_date_day_of_month": 12,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 1,
-                    "adults": 3,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "ITA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 114.3,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-02-25"
-                }
-            },
-            {
-                "scenario_id": "250",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 398,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 28,
-                    "arrival_date_day_of_month": 4,
-                    "stays_in_weekend_nights": 3,
-                    "stays_in_week_nights": 7,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "E",
-                    "assigned_room_type": "E",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 40.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Contract",
-                    "adr": 134.73,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-01-15"
-                }
-            },
-            {
-                "scenario_id": "251",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 61,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "December",
-                    "arrival_date_week_number": 53,
-                    "arrival_date_day_of_month": 30,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 4,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 1,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 111.6,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-12-07"
-                }
-            },
-            {
-                "scenario_id": "256",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 19,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "February",
-                    "arrival_date_week_number": 9,
-                    "arrival_date_day_of_month": 25,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "IRL",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 79.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-02-08"
-                }
-            },
-            {
-                "scenario_id": "257",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 393,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 41,
-                    "arrival_date_day_of_month": 8,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 68.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 72.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-12-17"
-                }
-            },
-            {
-                "scenario_id": "259",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 147,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 30,
-                    "arrival_date_day_of_month": 21,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 1,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 1.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 75.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-07-10"
-                }
-            },
-            {
-                "scenario_id": "260",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 279,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 42,
-                    "arrival_date_day_of_month": 12,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 98.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 110.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-05-05"
-                }
-            },
-            {
-                "scenario_id": "262",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 23,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 23,
-                    "arrival_date_day_of_month": 7,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "ESP",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 52.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 166.5,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-05-19"
-                }
-            },
-            {
-                "scenario_id": "265",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 113,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 20,
-                    "arrival_date_day_of_month": 20,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 34.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 190.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-01-27"
-                }
-            },
-            {
-                "scenario_id": "268",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 10,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 42,
-                    "arrival_date_day_of_month": 10,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 0,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Corporate",
-                    "distribution_channel": "Corporate",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": 394.0,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 41.4,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-10-04"
-                }
-            },
-            {
-                "scenario_id": "271",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 451,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 28,
-                    "arrival_date_day_of_month": 12,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 229.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 90.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-06-07"
-                }
-            },
-            {
-                "scenario_id": "272",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 57,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 45,
-                    "arrival_date_day_of_month": 31,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 4,
-                    "adults": 3,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "RUS",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 131.58,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-10-25"
-                }
-            },
-            {
-                "scenario_id": "277",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 101,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 23,
-                    "arrival_date_day_of_month": 1,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 4,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "ITA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 132.6,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-05-17"
-                }
-            },
-            {
-                "scenario_id": "278",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 315,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "November",
-                    "arrival_date_week_number": 48,
-                    "arrival_date_day_of_month": 25,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 2,
-                    "previous_bookings_not_canceled": 4,
-                    "reserved_room_type": "B",
-                    "assigned_room_type": "B",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 65.8,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-11-07"
-                }
-            },
-            {
-                "scenario_id": "280",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 305,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "January",
-                    "arrival_date_week_number": 3,
-                    "arrival_date_day_of_month": 21,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "BRA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 77.35,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-08-10"
-                }
-            },
-            {
-                "scenario_id": "283",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 271,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "December",
-                    "arrival_date_week_number": 53,
-                    "arrival_date_day_of_month": 26,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 5,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "DEU",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 144.63,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-10-06"
-                }
-            },
-            {
-                "scenario_id": "288",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 180,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 30,
-                    "arrival_date_day_of_month": 23,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "B",
-                    "assigned_room_type": "B",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 96.3,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-01-26"
-                }
-            },
-            {
-                "scenario_id": "290",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 134,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 42,
-                    "arrival_date_day_of_month": 15,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 1.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "NLD",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 135.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-10-18"
-                }
-            },
-            {
-                "scenario_id": "293",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 88,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 32,
-                    "arrival_date_day_of_month": 11,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "AUS",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 155.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-05-21"
-                }
-            },
-            {
-                "scenario_id": "294",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 281,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 29,
-                    "arrival_date_day_of_month": 16,
-                    "stays_in_weekend_nights": 4,
-                    "stays_in_week_nights": 6,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "E",
-                    "assigned_room_type": "E",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 175.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 115.92,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-01-07"
-                }
-            },
-            {
-                "scenario_id": "296",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 139,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 29,
-                    "arrival_date_day_of_month": 11,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 4,
-                    "adults": 2,
-                    "children": 1.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "SWE",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 116.45,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-02-27"
-                }
-            },
-            {
-                "scenario_id": "297",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 88,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 17,
-                    "arrival_date_day_of_month": 24,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 5,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "ITA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 121.5,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-01-27"
-                }
-            },
-            {
-                "scenario_id": "305",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 420,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 20,
-                    "arrival_date_day_of_month": 20,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 229.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 90.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-03-02"
-                }
-            },
-            {
-                "scenario_id": "307",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 19,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 12,
-                    "arrival_date_day_of_month": 20,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 85.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 80.24,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-03-17"
-                }
-            },
-            {
-                "scenario_id": "308",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 50,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 28,
-                    "arrival_date_day_of_month": 10,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 1.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "DNK",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 160.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-06-27"
-                }
-            },
-            {
-                "scenario_id": "309",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 101,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 15,
-                    "arrival_date_day_of_month": 4,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 3.0,
-                    "company": null,
-                    "days_in_waiting_list": 41,
-                    "customer_type": "Transient",
-                    "adr": 80.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-02-04"
-                }
-            },
-            {
-                "scenario_id": "311",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 56,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 35,
-                    "arrival_date_day_of_month": 28,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 5.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 152.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-07-17"
-                }
-            },
-            {
-                "scenario_id": "315",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 126,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 33,
-                    "arrival_date_day_of_month": 16,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 6,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "ITA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 155.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-04-12"
-                }
-            },
-            {
-                "scenario_id": "317",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 185,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 26,
-                    "arrival_date_day_of_month": 29,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 2.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "USA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "F",
-                    "assigned_room_type": "F",
-                    "booking_changes": 2,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 192.7,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-01-03"
-                }
-            },
-            {
-                "scenario_id": "319",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 21,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 34,
-                    "arrival_date_day_of_month": 15,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "NLD",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 151.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-07-29"
-                }
-            },
-            {
-                "scenario_id": "320",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 78,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 15,
-                    "arrival_date_day_of_month": 8,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 90.9,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-02-15"
-                }
-            },
-            {
-                "scenario_id": "324",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 137,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 19,
-                    "arrival_date_day_of_month": 5,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "DEU",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 105.3,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-03-10"
-                }
-            },
-            {
-                "scenario_id": "327",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 24,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "November",
-                    "arrival_date_week_number": 45,
-                    "arrival_date_day_of_month": 1,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 4,
-                    "adults": 2,
-                    "children": 2.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "SWE",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "F",
-                    "assigned_room_type": "F",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 161.5,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-10-08"
-                }
-            },
-            {
-                "scenario_id": "331",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 46,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 23,
-                    "arrival_date_day_of_month": 31,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 7,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "CHE",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 116.11,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-04-17"
-                }
-            },
-            {
-                "scenario_id": "333",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 184,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 39,
-                    "arrival_date_day_of_month": 22,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "DNK",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 137.28,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-04-11"
-                }
-            },
-            {
-                "scenario_id": "336",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 31,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 15,
-                    "arrival_date_day_of_month": 7,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 67.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 68.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-04-01"
-                }
-            },
-            {
-                "scenario_id": "337",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 186,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 30,
-                    "arrival_date_day_of_month": 19,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 5,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "ITA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 90.95,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-03-04"
-                }
-            },
-            {
-                "scenario_id": "339",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 35,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "February",
-                    "arrival_date_week_number": 7,
-                    "arrival_date_day_of_month": 16,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "GBR",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 88.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-01-12"
-                }
-            },
-            {
-                "scenario_id": "340",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 210,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 34,
-                    "arrival_date_day_of_month": 16,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 1,
-                    "meal": "SC",
-                    "country": "NLD",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 4,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 90.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-08-18"
-                }
-            },
-            {
-                "scenario_id": "341",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 444,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "December",
-                    "arrival_date_week_number": 49,
-                    "arrival_date_day_of_month": 1,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 1,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 34.0,
-                    "company": null,
-                    "days_in_waiting_list": 39,
-                    "customer_type": "Transient",
-                    "adr": 75.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-10-23"
-                }
-            },
-            {
-                "scenario_id": "343",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 231,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 31,
-                    "arrival_date_day_of_month": 2,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 4,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "ESP",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "G",
-                    "assigned_room_type": "G",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 253.33,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-05-10"
-                }
-            },
-            {
-                "scenario_id": "344",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 162,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 18,
-                    "arrival_date_day_of_month": 6,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 3.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 80.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-12-09"
-                }
-            },
-            {
-                "scenario_id": "349",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 52,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "December",
-                    "arrival_date_week_number": 49,
-                    "arrival_date_day_of_month": 1,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "FRA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 88.4,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-10-14"
-                }
-            },
-            {
-                "scenario_id": "350",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 222,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 34,
-                    "arrival_date_day_of_month": 25,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "ITA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 117.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-01-24"
-                }
-            },
-            {
-                "scenario_id": "354",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 41,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 31,
-                    "arrival_date_day_of_month": 3,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "USA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 126.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-06-27"
-                }
-            },
-            {
-                "scenario_id": "359",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 157,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 29,
-                    "arrival_date_day_of_month": 11,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "IRL",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 101.58,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-06-11"
-                }
-            },
-            {
-                "scenario_id": "360",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 124,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 36,
-                    "arrival_date_day_of_month": 31,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 5,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "G",
-                    "assigned_room_type": "G",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 160.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-04-29"
-                }
-            },
-            {
-                "scenario_id": "363",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 156,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "December",
-                    "arrival_date_week_number": 53,
-                    "arrival_date_day_of_month": 27,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 3,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 122.4,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-07-24"
-                }
-            },
-            {
-                "scenario_id": "365",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 273,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 35,
-                    "arrival_date_day_of_month": 24,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 5,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 1,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 314.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 88.15,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-11-26"
-                }
-            },
-            {
-                "scenario_id": "367",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 123,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 17,
-                    "arrival_date_day_of_month": 24,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "FRA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 105.75,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-12-22"
-                }
-            },
-            {
-                "scenario_id": "372",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 258,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "January",
-                    "arrival_date_week_number": 2,
-                    "arrival_date_day_of_month": 14,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "ITA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 129.6,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-05-04"
-                }
-            },
-            {
-                "scenario_id": "377",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 158,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 22,
-                    "arrival_date_day_of_month": 24,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 37.0,
-                    "company": null,
-                    "days_in_waiting_list": 31,
-                    "customer_type": "Transient",
-                    "adr": 130.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-01-18"
-                }
-            },
-            {
-                "scenario_id": "379",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 46,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 9,
-                    "arrival_date_day_of_month": 3,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 2,
-                    "adults": 3,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "URY",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 142.2,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-02-23"
-                }
-            },
-            {
-                "scenario_id": "381",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 320,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 24,
-                    "arrival_date_day_of_month": 15,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 6.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 90.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-01-12"
-                }
-            },
-            {
-                "scenario_id": "385",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 23,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "January",
-                    "arrival_date_week_number": 2,
-                    "arrival_date_day_of_month": 11,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "ESP",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 89.5,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-01-12"
-                }
-            },
-            {
-                "scenario_id": "386",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 65,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 33,
-                    "arrival_date_day_of_month": 15,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 5,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 196.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 135.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-06-11"
-                }
-            },
-            {
-                "scenario_id": "389",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 47,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 32,
-                    "arrival_date_day_of_month": 5,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "ESP",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 209.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-07-11"
-                }
-            },
-            {
-                "scenario_id": "391",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 346,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 40,
-                    "arrival_date_day_of_month": 28,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 1,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 1.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Contract",
-                    "adr": 62.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-01-01"
-                }
-            },
-            {
-                "scenario_id": "392",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 143,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 32,
-                    "arrival_date_day_of_month": 3,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 5,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 211.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-03-24"
-                }
-            },
-            {
-                "scenario_id": "394",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 221,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 33,
-                    "arrival_date_day_of_month": 15,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 5,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "FRA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "E",
-                    "assigned_room_type": "E",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 224.33,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-01-09"
-                }
-            },
-            {
-                "scenario_id": "395",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 159,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 36,
-                    "arrival_date_day_of_month": 31,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 4,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 101.44,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-06-17"
-                }
-            },
-            {
-                "scenario_id": "397",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 301,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 33,
-                    "arrival_date_day_of_month": 14,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 1,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 6.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 101.5,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-07-06"
-                }
-            },
-            {
-                "scenario_id": "401",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 378,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "November",
-                    "arrival_date_week_number": 45,
-                    "arrival_date_day_of_month": 1,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 248.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 46.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-10-18"
-                }
-            },
-            {
-                "scenario_id": "403",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 45,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 27,
-                    "arrival_date_day_of_month": 2,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 101.15,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-07-02"
-                }
-            },
-            {
-                "scenario_id": "405",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 38,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 19,
-                    "arrival_date_day_of_month": 12,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 7,
-                    "adults": 3,
-                    "children": 1.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "G",
-                    "assigned_room_type": "G",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 7.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 321.94,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-04-04"
-                }
-            },
-            {
-                "scenario_id": "408",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 52,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 10,
-                    "arrival_date_day_of_month": 5,
-                    "stays_in_weekend_nights": 6,
-                    "stays_in_week_nights": 13,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "SEN",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 136.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-02-21"
-                }
-            },
-            {
-                "scenario_id": "411",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 251,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 13,
-                    "arrival_date_day_of_month": 22,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 29.0,
-                    "company": null,
-                    "days_in_waiting_list": 93,
-                    "customer_type": "Transient",
-                    "adr": 125.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-10-16"
-                }
-            },
-            {
-                "scenario_id": "416",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 33,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 43,
-                    "arrival_date_day_of_month": 21,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 4,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 1,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 6.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 17.6,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-09-28"
-                }
-            },
-            {
-                "scenario_id": "419",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 122,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 19,
-                    "arrival_date_day_of_month": 11,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "CHE",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 127.8,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-01-10"
-                }
-            },
-            {
-                "scenario_id": "420",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 272,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 29,
-                    "arrival_date_day_of_month": 16,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 1,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 1.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Contract",
-                    "adr": 62.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-01-01"
-                }
-            },
-            {
-                "scenario_id": "424",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 228,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 31,
-                    "arrival_date_day_of_month": 30,
-                    "stays_in_weekend_nights": 4,
-                    "stays_in_week_nights": 8,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 212.17,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-07-19"
-                }
-            },
-            {
-                "scenario_id": "425",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 31,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "January",
-                    "arrival_date_week_number": 4,
-                    "arrival_date_day_of_month": 24,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 97.5,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-12-29"
-                }
-            },
-            {
-                "scenario_id": "427",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 123,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 33,
-                    "arrival_date_day_of_month": 13,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "HUN",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 123.3,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-05-17"
-                }
-            },
-            {
-                "scenario_id": "429",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 49,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 24,
-                    "arrival_date_day_of_month": 14,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "CHN",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 126.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-06-05"
-                }
-            },
-            {
-                "scenario_id": "431",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 68,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 42,
-                    "arrival_date_day_of_month": 11,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "B",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 8.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 89.25,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-08-22"
-                }
-            },
-            {
-                "scenario_id": "432",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 204,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 10,
-                    "arrival_date_day_of_month": 5,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 0,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "BRA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 90.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-09-28"
-                }
-            },
-            {
-                "scenario_id": "435",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 19,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 22,
-                    "arrival_date_day_of_month": 2,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "ESP",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 137.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-05-14"
-                }
-            },
-            {
-                "scenario_id": "440",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 140,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "February",
-                    "arrival_date_week_number": 7,
-                    "arrival_date_day_of_month": 12,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 50.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-12-11"
-                }
-            },
-            {
-                "scenario_id": "444",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 325,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 28,
-                    "arrival_date_day_of_month": 15,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "BRA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 103.5,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-11-22"
-                }
-            },
-            {
-                "scenario_id": "445",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 45,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 44,
-                    "arrival_date_day_of_month": 29,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 1,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 3.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 70.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-09-30"
-                }
-            },
-            {
-                "scenario_id": "446",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 31,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "February",
-                    "arrival_date_week_number": 6,
-                    "arrival_date_day_of_month": 5,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "USA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 89.3,
-                    "required_car_parking_spaces": 1,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-02-06"
-                }
-            },
-            {
-                "scenario_id": "448",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 16,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "December",
-                    "arrival_date_week_number": 53,
-                    "arrival_date_day_of_month": 28,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 4,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 3.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 76.67,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-12-12"
-                }
-            },
-            {
-                "scenario_id": "451",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 422,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 38,
-                    "arrival_date_day_of_month": 16,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 1.0,
-                    "company": null,
-                    "days_in_waiting_list": 379,
-                    "customer_type": "Transient-Party",
-                    "adr": 65.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-08-22"
-                }
-            },
-            {
-                "scenario_id": "453",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 96,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 19,
-                    "arrival_date_day_of_month": 7,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "DEU",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 119.85,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-02-01"
-                }
-            },
-            {
-                "scenario_id": "456",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 114,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 17,
-                    "arrival_date_day_of_month": 29,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 5,
-                    "adults": 3,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "POL",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "E",
-                    "assigned_room_type": "E",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 184.57,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-02-15"
-                }
-            },
-            {
-                "scenario_id": "458",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 40,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 15,
-                    "arrival_date_day_of_month": 5,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 5,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 58.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-02-29"
-                }
-            },
-            {
-                "scenario_id": "460",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 11,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 34,
-                    "arrival_date_day_of_month": 18,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "DEU",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 155.5,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-08-11"
-                }
-            },
-            {
-                "scenario_id": "463",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 59,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 18,
-                    "arrival_date_day_of_month": 28,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "IRL",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 128.69,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-03-26"
-                }
-            },
-            {
-                "scenario_id": "466",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 85,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 18,
-                    "arrival_date_day_of_month": 5,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "TUR",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 135.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-04-20"
-                }
-            },
-            {
-                "scenario_id": "467",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 295,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 32,
-                    "arrival_date_day_of_month": 8,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 1,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 1.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 62.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-07-06"
-                }
-            },
-            {
-                "scenario_id": "470",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 100,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 21,
-                    "arrival_date_day_of_month": 19,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "FRA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "B",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 136.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-05-15"
-                }
-            },
-            {
-                "scenario_id": "473",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 74,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 38,
-                    "arrival_date_day_of_month": 18,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 6.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 101.5,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-07-06"
-                }
-            },
-            {
-                "scenario_id": "475",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 138,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 26,
-                    "arrival_date_day_of_month": 27,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "DEU",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 117.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-02-13"
-                }
-            },
-            {
-                "scenario_id": "479",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 34,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 18,
-                    "arrival_date_day_of_month": 30,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 1,
-                    "adults": 3,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "ESP",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 159.3,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-03-30"
-                }
-            },
-            {
-                "scenario_id": "481",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 18,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "November",
-                    "arrival_date_week_number": 45,
-                    "arrival_date_day_of_month": 7,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 1.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 15.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 32.62,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-10-20"
-                }
-            },
-            {
-                "scenario_id": "482",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 188,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 25,
-                    "arrival_date_day_of_month": 15,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 119.0,
-                    "company": null,
-                    "days_in_waiting_list": 39,
-                    "customer_type": "Transient",
-                    "adr": 130.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-01-18"
-                }
-            },
-            {
-                "scenario_id": "483",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 309,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 33,
-                    "arrival_date_day_of_month": 15,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 4,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "ITA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "B",
-                    "assigned_room_type": "B",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 96.25,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-01-15"
-                }
-            },
-            {
-                "scenario_id": "485",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 21,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 26,
-                    "arrival_date_day_of_month": 25,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 0,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "BRA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 160.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-06-07"
-                }
-            },
-            {
-                "scenario_id": "488",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 181,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 30,
-                    "arrival_date_day_of_month": 17,
-                    "stays_in_weekend_nights": 4,
-                    "stays_in_week_nights": 8,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 160.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-01-26"
-                }
-            },
-            {
-                "scenario_id": "489",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 59,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "January",
-                    "arrival_date_week_number": 4,
-                    "arrival_date_day_of_month": 23,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 326.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 80.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-11-25"
-                }
-            },
-            {
-                "scenario_id": "490",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 285,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 19,
-                    "arrival_date_day_of_month": 8,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 2,
-                    "adults": 3,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 142.2,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-08-25"
-                }
-            },
-            {
-                "scenario_id": "491",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 46,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 24,
-                    "arrival_date_day_of_month": 5,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "NLD",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 123.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-05-13"
-                }
-            },
-            {
-                "scenario_id": "494",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 4,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "November",
-                    "arrival_date_week_number": 48,
-                    "arrival_date_day_of_month": 21,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Complementary",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 0.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-11-23"
-                }
-            },
-            {
-                "scenario_id": "496",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 110,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "February",
-                    "arrival_date_week_number": 5,
-                    "arrival_date_day_of_month": 2,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 37.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-12-22"
-                }
-            },
-            {
-                "scenario_id": "499",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 161,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 26,
-                    "arrival_date_day_of_month": 30,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 30.0,
-                    "company": null,
-                    "days_in_waiting_list": 26,
-                    "customer_type": "Transient",
-                    "adr": 130.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-02-15"
-                }
-            }
-        ],
-        "target_column": "reservation_status",
-        "task_sub_type": "classification",
-        "ranking_ground_truth": {
-            "top_k_ids": [
-                "002",
-                "012",
-                "067",
-                "088",
-                "111",
-                "120",
-                "147",
-                "198",
-                "205",
-                "244",
-                "290",
-                "340",
-                "385",
-                "446",
-                "494"
-            ]
-        },
-        "active_filters": [],
-        "target_class_value": "check-out"
-    },
-    "response": "",
-    "evaluation_score": {}
-}
\ No newline at end of file
+    "active_filters": [],
+    "target_class_value": "check-out"
+  },
+  "response": "",
+  "evaluation_score": {}
+}
diff --git a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_003/current.csv b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_003/current.csv
index d5470c8d66cba88ff23656ddcf0eddcbed34ffc8..a04fb16e9a0b085553e5fec629068a4788686557 100644
--- a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_003/current.csv
+++ b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_003/current.csv
@@ -1,201 +1,195 @@
-hotel,is_canceled,lead_time,arrival_date_year,arrival_date_month,arrival_date_week_number,arrival_date_day_of_month,stays_in_weekend_nights,stays_in_week_nights,adults,children,babies,meal,country,market_segment,distribution_channel,is_repeated_guest,previous_cancellations,previous_bookings_not_canceled,reserved_room_type,assigned_room_type,booking_changes,deposit_type,agent,company,days_in_waiting_list,customer_type,adr,required_car_parking_spaces,total_of_special_requests,reservation_status_date
-City Hotel,1,88,2015,September,39,26,2,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,170.0,0,0,2015-08-21
-City Hotel,0,40,2016,March,13,20,1,0,2,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,88.2,0,0,2016-03-21
-City Hotel,1,349,2015,October,40,1,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Contract,62.0,0,0,2015-01-01
-City Hotel,1,423,2017,May,21,23,0,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,229.0,,0,Transient,90.0,0,0,2017-02-28
-City Hotel,1,175,2017,April,17,29,2,1,2,2.0,0,BB,RUS,Online TA,TA/TO,0,0,0,F,F,0,No Deposit,9.0,,0,Transient,189.0,0,1,2017-04-10
-City Hotel,0,38,2016,December,50,10,2,1,2,2.0,0,BB,PHL,Direct,Direct,0,0,0,E,E,0,No Deposit,14.0,,0,Transient,143.0,0,0,2016-12-13
-City Hotel,1,163,2016,October,42,15,0,1,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,34.0,,0,Transient,115.0,0,0,2016-09-27
-Resort Hotel,1,29,2015,August,35,27,0,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,211.0,0,1,2015-08-11
-City Hotel,1,148,2017,May,18,4,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,171.0,,0,Transient,95.0,0,0,2016-12-07
-City Hotel,1,0,2015,August,33,10,1,4,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,75.0,0,2,2015-08-10
-City Hotel,1,40,2016,March,13,25,1,2,3,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,G,G,0,No Deposit,7.0,,0,Transient,201.95,0,0,2016-02-17
-City Hotel,1,330,2016,June,23,2,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0,2015-10-21
-City Hotel,1,177,2017,March,12,23,1,3,2,1.0,0,BB,TWN,Online TA,TA/TO,0,0,0,A,A,2,No Deposit,9.0,,0,Transient,103.7,0,0,2017-02-17
-City Hotel,1,205,2016,May,23,29,2,1,3,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,1,Non Refund,26.0,,0,Transient,125.0,0,0,2016-01-19
-Resort Hotel,1,349,2017,July,28,9,2,4,2,2.0,0,BB,PRT,Direct,Direct,0,0,0,C,C,2,No Deposit,250.0,,0,Transient,178.75,0,0,2016-12-28
-City Hotel,1,115,2016,November,47,18,0,2,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,90.0,0,1,2016-10-24
-Resort Hotel,1,74,2016,February,9,26,1,2,2,0.0,0,Undefined,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,68.0,,0,Transient,70.0,0,0,2016-01-21
-City Hotel,1,183,2017,February,7,15,0,3,2,1.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,106.2,0,1,2016-08-18
-City Hotel,1,233,2016,August,33,11,0,2,2,0.0,0,BB,RUS,Online TA,TA/TO,0,0,0,B,B,1,No Deposit,9.0,,0,Transient,86.62,0,0,2016-01-13
-Resort Hotel,1,243,2015,September,36,4,0,2,2,0.0,0,BB,PRT,Online TA,TA/TO,0,1,0,D,D,0,No Deposit,240.0,,0,Transient-Party,99.0,0,1,2015-07-29
-City Hotel,0,32,2015,October,43,24,1,1,1,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Contract,136.0,0,1,2015-10-26
-City Hotel,1,99,2017,April,15,15,2,4,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,58.0,,0,Transient-Party,105.0,0,0,2017-03-07
-City Hotel,1,185,2016,December,51,16,1,2,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,103.5,0,0,2016-07-28
-City Hotel,1,97,2015,October,41,5,1,3,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,29.0,,0,Transient,140.0,0,0,2015-07-03
-City Hotel,1,280,2016,November,47,16,0,4,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,73.95,0,1,2016-03-11
-City Hotel,1,566,2017,January,4,26,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0,2015-10-21
-City Hotel,1,280,2016,December,53,31,2,1,2,0.0,0,BB,ROU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,86.7,0,0,2016-03-27
-City Hotel,1,150,2017,June,24,17,2,3,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,,,0,Transient,120.0,0,0,2017-01-18
-City Hotel,0,4,2016,August,36,30,0,2,3,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,175.0,0,2,2016-09-01
-City Hotel,1,262,2016,December,51,14,2,4,2,0.0,0,SC,VEN,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,63.75,0,0,2016-03-27
-City Hotel,1,275,2016,April,17,17,2,0,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,12.0,,0,Transient,110.0,0,0,2015-08-04
-City Hotel,1,22,2017,March,11,15,2,6,3,0.0,0,BB,AGO,Direct,Direct,0,0,0,F,F,0,No Deposit,14.0,,0,Transient,238.0,0,0,2017-03-15
-City Hotel,1,55,2016,December,50,8,0,3,1,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,86.4,0,2,2016-10-17
-City Hotel,1,80,2016,April,16,10,2,1,1,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,182.0,,0,Transient,100.0,0,0,2016-02-22
-City Hotel,1,213,2016,June,24,7,0,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,19.0,,62,Transient,130.0,0,0,2016-01-08
-City Hotel,1,174,2017,June,22,1,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,58.0,,0,Transient,100.0,0,0,2017-01-24
-City Hotel,1,451,2016,May,21,16,1,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,60.0,0,0,2016-03-14
-City Hotel,1,111,2017,February,5,1,4,10,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,D,D,0,No Deposit,,,0,Transient-Party,98.1,0,2,2016-10-18
-City Hotel,1,76,2016,September,38,15,0,3,3,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,168.3,0,3,2016-08-11
-City Hotel,0,89,2016,November,47,19,1,1,2,0.0,0,SC,FRA,Online TA,TA/TO,0,0,0,A,A,2,No Deposit,9.0,,0,Transient,79.2,0,3,2016-11-21
-Resort Hotel,1,168,2017,August,33,17,2,4,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,314.0,,0,Transient,176.0,0,1,2017-03-10
-City Hotel,1,41,2016,October,42,15,2,1,2,0.0,0,BB,NLD,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,145.2,0,2,2016-09-06
-City Hotel,1,241,2016,September,36,2,2,2,2,0.0,0,BB,AUS,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,101.79,0,1,2016-05-31
-Resort Hotel,0,287,2015,October,42,15,0,3,2,0.0,0,BB,GBR,Groups,Corporate,0,0,0,A,E,1,No Deposit,,223.0,0,Transient-Party,44.5,0,0,2015-10-18
-Resort Hotel,1,259,2015,September,38,17,0,3,2,0.0,0,BB,GBR,Groups,Corporate,0,1,0,A,A,0,Non Refund,,223.0,0,Transient,40.05,0,0,2015-01-21
-Resort Hotel,1,47,2017,August,34,26,2,5,2,2.0,0,HB,ESP,Online TA,TA/TO,0,0,0,G,G,0,No Deposit,240.0,,0,Transient,340.86,0,0,2017-07-22
-City Hotel,1,475,2016,October,44,27,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0,2015-10-21
-City Hotel,1,37,2016,October,41,2,2,3,1,0.0,0,BB,CHN,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,125.55,0,0,2016-09-28
-Resort Hotel,1,133,2017,March,11,13,1,0,2,0.0,0,BB,USA,Online TA,TA/TO,0,0,0,A,A,2,No Deposit,240.0,,0,Transient,42.0,0,2,2016-11-03
-City Hotel,1,398,2016,August,33,11,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0,2015-10-21
-City Hotel,1,335,2015,September,38,17,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Contract,62.0,0,0,2015-01-01
-Resort Hotel,1,181,2016,July,28,7,2,5,1,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,72.9,0,1,2016-01-09
-Resort Hotel,1,182,2016,December,53,29,0,3,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,250.0,,0,Transient,60.6,0,0,2016-06-30
-Resort Hotel,0,90,2016,October,44,29,2,3,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,,,0,Transient,54.08,0,1,2016-11-03
-City Hotel,1,322,2016,May,21,19,1,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,31.0,,120,Transient,80.0,0,0,2016-02-10
-City Hotel,1,266,2017,May,18,3,0,3,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,58.0,,0,Transient,100.0,0,0,2017-03-09
-City Hotel,1,37,2016,October,42,13,0,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,56.0,,0,Transient-Party,105.0,0,0,2016-09-06
-City Hotel,1,7,2017,June,23,5,1,3,1,0.0,0,BB,ISR,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,9.0,,0,Transient,200.0,0,1,2017-05-30
-City Hotel,1,38,2016,December,52,21,1,4,2,0.0,0,HB,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,120.7,0,1,2016-12-04
-City Hotel,1,281,2015,July,30,25,2,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,No Deposit,1.0,,0,Transient-Party,62.8,0,0,2015-01-01
-City Hotel,1,81,2017,March,13,30,0,3,2,0.0,0,SC,AUT,Online TA,TA/TO,0,0,0,A,A,4,No Deposit,9.0,,0,Transient,85.8,0,1,2017-02-02
-Resort Hotel,1,131,2017,June,24,11,2,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,410.0,,0,Transient,56.7,0,0,2017-05-19
-City Hotel,1,30,2017,February,5,2,2,4,2,0.0,0,BB,ISL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,90.1,0,2,2017-01-09
-City Hotel,1,129,2017,April,14,3,1,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,58.0,,0,Transient,100.0,0,0,2016-11-25
-City Hotel,1,100,2015,October,44,31,1,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,1.0,,0,Transient-Party,62.0,0,0,2015-10-19
-City Hotel,1,386,2016,July,31,28,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0,2015-10-21
-City Hotel,1,38,2017,January,2,14,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,Non Refund,,67.0,0,Transient,75.0,0,0,2016-12-07
-City Hotel,1,165,2017,May,20,19,2,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,,,0,Transient,225.0,0,0,2017-01-12
-City Hotel,1,38,2017,January,2,14,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,Non Refund,,67.0,0,Transient,75.0,0,0,2016-12-07
-City Hotel,0,176,2016,October,42,11,0,3,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,85.0,,0,Transient,80.75,0,0,2016-10-14
-Resort Hotel,1,239,2015,September,38,19,1,1,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,3,0,A,A,0,No Deposit,248.0,,0,Transient-Party,34.0,0,0,2015-07-08
-City Hotel,1,341,2015,September,39,23,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Transient-Party,62.0,0,0,2015-07-02
-City Hotel,0,180,2016,November,47,13,1,0,2,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,54.75,0,2,2016-11-14
-City Hotel,1,68,2016,February,8,17,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,37.0,,0,Transient,75.0,0,0,2016-01-06
-City Hotel,1,24,2016,April,16,11,1,3,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,8.0,,0,Transient,108.5,0,0,2016-03-18
-City Hotel,1,115,2017,June,22,3,2,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,27.0,,0,Transient,89.1,0,0,2017-02-08
-City Hotel,1,81,2017,August,34,23,0,2,2,1.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,169.0,0,0,2017-06-05
-City Hotel,1,407,2017,May,18,6,2,1,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,229.0,,0,Transient,90.0,0,0,2016-04-17
-City Hotel,1,86,2016,January,4,22,0,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,29.0,,35,Transient,85.0,0,0,2015-12-02
-Resort Hotel,1,112,2016,February,7,12,0,2,2,0.0,0,FB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,134.0,,0,Transient-Party,68.0,0,0,2016-02-05
-City Hotel,1,50,2016,March,14,31,1,3,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,1.0,,0,Transient-Party,65.0,0,0,2016-03-11
-City Hotel,1,305,2016,November,45,4,1,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,21.0,,0,Transient,89.0,0,0,2016-02-01
-City Hotel,1,136,2016,October,41,5,0,4,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,118.8,0,0,2016-05-22
-City Hotel,1,11,2016,June,25,17,0,2,2,1.0,0,BB,ESP,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,182.75,0,1,2016-06-08
-City Hotel,1,209,2017,August,33,15,0,3,2,1.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,148.5,0,2,2017-01-25
-City Hotel,1,193,2016,June,26,20,1,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,162.0,,39,Transient,120.0,0,0,2016-01-18
-Resort Hotel,1,183,2016,July,31,26,0,2,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,,395.0,0,Transient,114.75,0,0,2016-07-13
-City Hotel,1,19,2016,March,10,4,1,2,2,0.0,0,BB,ITA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,74.64,0,0,2016-03-04
-City Hotel,1,277,2016,November,46,7,1,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,,,0,Transient,100.0,0,0,2016-04-04
-City Hotel,0,30,2015,October,42,16,2,2,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Contract,118.58,0,1,2015-10-20
-City Hotel,1,36,2016,March,11,12,1,1,3,0.0,0,BB,ITA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,114.3,0,1,2016-02-25
-Resort Hotel,1,398,2016,July,28,4,3,7,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,E,E,0,No Deposit,40.0,,0,Contract,134.73,0,0,2016-01-15
-City Hotel,1,61,2015,December,53,30,1,4,2,0.0,0,BB,PRT,Online TA,TA/TO,0,1,0,A,A,0,No Deposit,9.0,,0,Transient,111.6,0,1,2015-12-07
-City Hotel,1,19,2016,February,9,25,0,3,2,0.0,0,SC,IRL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,79.0,0,1,2016-02-08
-Resort Hotel,1,393,2016,October,41,8,2,2,2,0.0,0,HB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,68.0,,0,Transient,72.0,0,0,2015-12-17
-City Hotel,1,147,2015,July,30,21,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,No Deposit,1.0,,0,Transient,75.0,0,0,2015-07-10
-City Hotel,1,279,2016,October,42,12,0,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,98.0,,0,Transient,110.0,0,0,2016-05-05
-City Hotel,1,23,2017,June,23,7,0,2,2,0.0,0,HB,ESP,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,52.0,,0,Transient,166.5,0,0,2017-05-19
-Resort Hotel,1,10,2016,October,42,10,1,0,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,394.0,0,Transient-Party,41.4,0,0,2016-10-04
-City Hotel,1,451,2017,July,28,12,0,3,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,229.0,,0,Transient-Party,90.0,0,0,2017-06-07
-City Hotel,1,57,2016,October,45,31,1,4,3,0.0,0,BB,RUS,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,131.58,0,1,2016-10-25
-City Hotel,1,101,2016,June,23,1,0,4,2,0.0,0,BB,ITA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,132.6,0,0,2016-05-17
-City Hotel,1,315,2016,November,48,25,0,1,2,0.0,0,BB,PRT,Direct,Direct,0,2,4,B,B,0,No Deposit,,,0,Transient-Party,65.8,0,1,2016-11-07
-City Hotel,1,305,2017,January,3,21,2,2,2,0.0,0,BB,BRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,77.35,0,0,2016-08-10
-City Hotel,1,271,2016,December,53,26,2,5,2,0.0,0,HB,DEU,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,144.63,0,1,2016-10-06
-City Hotel,1,180,2016,July,30,23,1,1,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,B,B,0,No Deposit,9.0,,0,Transient,96.3,0,0,2016-01-26
-City Hotel,0,134,2016,October,42,15,2,1,2,1.0,0,BB,NLD,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,135.0,0,2,2016-10-18
-City Hotel,1,88,2017,August,32,11,0,1,2,0.0,0,BB,AUS,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,155.0,0,1,2017-05-21
-Resort Hotel,1,281,2016,July,29,16,4,6,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,E,E,0,No Deposit,175.0,,0,Transient,115.92,0,0,2016-01-07
-City Hotel,1,139,2016,July,29,11,1,4,2,1.0,0,BB,SWE,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,116.45,0,0,2016-02-27
-City Hotel,1,88,2017,April,17,24,1,5,2,0.0,0,BB,ITA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,121.5,0,1,2017-01-27
-City Hotel,1,275,2016,April,17,17,2,0,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,12.0,,0,Transient,110.0,0,0,2015-08-04
-City Hotel,1,420,2017,May,20,20,2,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,229.0,,0,Transient,90.0,0,0,2017-03-02
-City Hotel,1,19,2017,March,12,20,1,3,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,85.0,,0,Transient,80.24,0,0,2017-03-17
-City Hotel,1,50,2017,July,28,10,1,2,2,1.0,0,BB,DNK,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,160.0,0,1,2017-06-27
-City Hotel,1,101,2016,April,15,4,1,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,3.0,,41,Transient,80.0,0,0,2016-02-04
-Resort Hotel,1,56,2017,August,35,28,1,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,5.0,,0,Transient,152.0,0,0,2017-07-17
-City Hotel,1,68,2016,February,8,17,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,37.0,,0,Transient,75.0,0,0,2016-01-06
-City Hotel,1,126,2017,August,33,16,2,6,2,0.0,0,BB,ITA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,155.0,0,1,2017-04-12
-City Hotel,1,185,2017,June,26,29,0,3,2,2.0,0,BB,USA,Online TA,TA/TO,0,0,0,F,F,2,No Deposit,9.0,,0,Transient,192.7,0,0,2017-01-03
-City Hotel,1,322,2016,May,21,19,1,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,31.0,,120,Transient,80.0,0,0,2016-02-10
-City Hotel,1,21,2016,August,34,15,1,2,2,0.0,0,BB,NLD,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,151.0,0,0,2016-07-29
-City Hotel,1,78,2016,April,15,8,0,1,1,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,90.9,0,0,2016-02-15
-City Hotel,1,137,2016,May,19,5,0,3,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,105.3,0,0,2016-03-10
-City Hotel,1,24,2016,November,45,1,0,4,2,2.0,0,BB,SWE,Online TA,TA/TO,0,0,0,F,F,0,No Deposit,9.0,,0,Transient,161.5,0,0,2016-10-08
-Resort Hotel,1,46,2016,May,23,31,2,7,2,0.0,0,BB,CHE,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,116.11,0,0,2016-04-17
-City Hotel,1,184,2016,September,39,22,2,3,2,0.0,0,BB,DNK,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,137.28,0,0,2016-04-11
-Resort Hotel,1,31,2016,April,15,7,0,3,2,0.0,0,HB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,67.0,,0,Transient-Party,68.0,0,0,2016-04-01
-City Hotel,1,186,2016,July,30,19,0,5,2,0.0,0,BB,ITA,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,9.0,,0,Transient,90.95,0,1,2016-03-04
-City Hotel,1,35,2017,February,7,16,0,3,2,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,88.0,0,0,2017-01-12
-City Hotel,0,210,2016,August,34,16,0,2,2,0.0,1,SC,NLD,Online TA,TA/TO,0,0,0,A,A,4,No Deposit,9.0,,0,Transient,90.0,0,2,2016-08-18
-City Hotel,1,444,2016,December,49,1,0,3,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,Non Refund,34.0,,39,Transient,75.0,0,0,2015-10-23
-Resort Hotel,1,231,2017,August,31,2,2,4,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,G,G,0,No Deposit,240.0,,0,Transient,253.33,0,1,2017-05-10
-City Hotel,1,162,2017,May,18,6,2,1,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,3.0,,0,Transient,80.0,0,0,2016-12-09
-City Hotel,1,52,2016,December,49,1,1,3,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,88.4,0,2,2016-10-14
-City Hotel,1,222,2017,August,34,25,1,2,2,0.0,0,BB,ITA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,117.0,0,0,2017-01-24
-City Hotel,1,41,2017,August,31,3,0,1,1,0.0,0,SC,USA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,126.0,0,0,2017-06-27
-City Hotel,1,157,2016,July,29,11,1,3,2,0.0,0,BB,IRL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,101.58,0,1,2016-06-11
-Resort Hotel,1,124,2015,August,36,31,1,5,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,G,G,0,No Deposit,240.0,,0,Transient,160.0,0,0,2015-04-29
-City Hotel,1,566,2017,January,4,26,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0,2015-10-21
-City Hotel,1,156,2016,December,53,27,0,3,3,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,122.4,0,0,2016-07-24
-Resort Hotel,1,273,2016,August,35,24,2,5,1,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,No Deposit,314.0,,0,Transient,88.15,0,0,2015-11-26
-City Hotel,1,123,2017,April,17,24,1,3,2,0.0,0,SC,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,105.75,0,2,2016-12-22
-City Hotel,1,258,2017,January,2,14,2,1,2,0.0,0,HB,ITA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,129.6,0,0,2016-05-04
-City Hotel,1,158,2016,May,22,24,0,2,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,37.0,,31,Transient,130.0,0,0,2016-01-18
-City Hotel,1,46,2017,March,9,3,1,2,3,0.0,0,BB,URY,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,142.2,0,1,2017-02-23
-City Hotel,1,320,2017,June,24,15,0,3,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,6.0,,0,Transient,90.0,0,0,2017-01-12
-City Hotel,0,23,2017,January,2,11,0,1,1,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,9.0,,0,Transient,89.5,0,1,2017-01-12
-Resort Hotel,1,65,2015,August,33,15,2,5,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,196.0,,0,Transient,135.0,0,0,2015-06-11
-Resort Hotel,1,47,2016,August,32,5,2,2,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,209.0,0,0,2016-07-11
-City Hotel,1,113,2017,May,20,20,2,1,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,34.0,,0,Transient,190.0,0,0,2017-01-27
-City Hotel,1,346,2015,September,40,28,1,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Contract,62.0,0,0,2015-01-01
-Resort Hotel,1,143,2016,August,32,3,2,5,1,0.0,0,HB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,211.0,0,0,2016-03-24
-Resort Hotel,1,393,2016,October,41,8,2,2,2,0.0,0,HB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,68.0,,0,Transient,72.0,0,0,2015-12-17
-Resort Hotel,1,221,2017,August,33,15,1,5,1,0.0,0,HB,FRA,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,240.0,,0,Transient,224.33,0,2,2017-01-09
-Resort Hotel,1,159,2015,August,36,31,1,4,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,101.44,0,0,2015-06-17
-City Hotel,1,301,2015,August,33,14,0,2,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,Non Refund,6.0,,0,Transient-Party,101.5,0,0,2015-07-06
-Resort Hotel,1,378,2016,November,45,1,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,248.0,,0,Transient,46.0,0,0,2016-10-18
-City Hotel,1,45,2016,July,27,2,0,1,1,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient-Party,101.15,0,0,2016-07-02
-City Hotel,1,38,2017,May,19,12,2,7,3,1.0,0,BB,PRT,Online TA,TA/TO,0,0,0,G,G,0,No Deposit,7.0,,0,Transient,321.94,0,1,2017-04-04
-City Hotel,1,52,2017,March,10,5,6,13,2,0.0,0,HB,SEN,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,136.0,0,2,2017-02-21
-City Hotel,1,251,2016,March,13,22,0,3,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,29.0,,93,Transient,125.0,0,0,2015-10-16
-City Hotel,1,33,2015,October,43,21,0,4,1,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,No Deposit,6.0,,0,Transient,17.6,0,1,2015-09-28
-City Hotel,1,122,2017,May,19,11,0,2,1,0.0,0,BB,CHE,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,127.8,0,0,2017-01-10
-City Hotel,1,272,2015,July,29,16,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,No Deposit,1.0,,0,Contract,62.0,0,0,2015-01-01
-Resort Hotel,1,228,2017,July,31,30,4,8,2,0.0,0,HB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,212.17,0,1,2017-07-19
-City Hotel,1,31,2017,January,4,24,0,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,97.5,0,2,2016-12-29
-City Hotel,1,123,2016,August,33,13,0,1,2,0.0,0,BB,HUN,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,123.3,0,0,2016-05-17
-City Hotel,1,49,2017,June,24,14,0,3,2,0.0,0,SC,CHN,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,126.0,0,1,2017-06-05
-City Hotel,1,68,2015,October,42,11,2,2,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,B,0,No Deposit,8.0,,0,Transient-Party,89.25,0,1,2015-08-22
-City Hotel,1,204,2017,March,10,5,1,0,2,0.0,0,BB,BRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,90.0,0,1,2016-09-28
-Resort Hotel,1,19,2017,June,22,2,0,2,2,0.0,0,HB,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,137.0,0,2,2017-05-14
-Resort Hotel,1,140,2016,February,7,12,0,2,2,0.0,0,HB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,,,0,Transient,50.0,0,0,2015-12-11
-City Hotel,1,325,2017,July,28,15,1,1,2,0.0,0,BB,BRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,103.5,0,2,2016-11-22
-City Hotel,1,45,2015,October,44,29,0,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,Non Refund,3.0,,0,Transient,70.0,0,0,2015-09-30
-City Hotel,0,31,2016,February,6,5,0,1,2,0.0,0,BB,USA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,89.3,1,1,2016-02-06
-City Hotel,1,16,2016,December,53,28,2,4,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,3.0,,0,Transient,76.67,0,0,2016-12-12
-City Hotel,1,422,2016,September,38,16,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,1.0,,379,Transient-Party,65.0,0,0,2016-08-22
-City Hotel,1,96,2016,May,19,7,2,3,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,119.85,0,0,2016-02-01
-City Hotel,1,114,2017,April,17,29,2,5,3,0.0,0,BB,POL,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,9.0,,0,Transient,184.57,0,1,2017-02-15
-Resort Hotel,1,40,2016,April,15,5,0,5,1,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,58.0,0,1,2016-02-29
-City Hotel,1,11,2016,August,34,18,1,3,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,155.5,0,1,2016-08-11
-City Hotel,1,59,2016,April,18,28,2,3,2,0.0,0,BB,IRL,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,128.69,0,0,2016-03-26
-City Hotel,1,85,2017,May,18,5,1,2,2,0.0,0,BB,TUR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,135.0,0,0,2017-04-20
-City Hotel,1,295,2015,August,32,8,2,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,No Deposit,1.0,,0,Transient-Party,62.0,0,0,2015-07-06
-City Hotel,1,100,2016,May,21,19,1,3,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,B,1,No Deposit,9.0,,0,Transient-Party,136.0,0,0,2016-05-15
-City Hotel,1,74,2015,September,38,18,0,2,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,6.0,,0,Transient-Party,101.5,0,0,2015-07-06
-City Hotel,1,138,2017,June,26,27,0,3,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,117.0,0,0,2017-02-13
-City Hotel,1,34,2016,April,18,30,1,1,3,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,159.3,0,0,2016-03-30
-Resort Hotel,1,18,2015,November,45,7,0,1,2,1.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,15.0,,0,Transient,32.62,0,1,2015-10-20
-City Hotel,1,188,2016,June,25,15,0,2,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,119.0,,39,Transient,130.0,0,0,2016-01-18
-City Hotel,1,309,2017,August,33,15,0,4,2,0.0,0,BB,ITA,Online TA,TA/TO,0,0,0,B,B,1,No Deposit,9.0,,0,Transient,96.25,0,0,2017-01-15
-City Hotel,1,21,2017,June,26,25,1,0,2,0.0,0,SC,BRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,160.0,0,0,2017-06-07
-Resort Hotel,1,181,2016,July,30,17,4,8,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,160.0,0,2,2016-01-26
-City Hotel,1,59,2017,January,4,23,1,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,326.0,,0,Transient,80.0,0,0,2016-11-25
-City Hotel,1,285,2017,May,19,8,1,2,3,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,142.2,0,1,2016-08-25
-Resort Hotel,1,46,2016,June,24,5,2,2,2,0.0,0,BB,NLD,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,123.0,0,0,2016-05-13
-Resort Hotel,0,4,2016,November,48,21,1,1,1,0.0,0,BB,PRT,Complementary,Direct,0,0,0,A,D,0,No Deposit,,,0,Transient,0.0,0,0,2016-11-23
-Resort Hotel,1,110,2017,February,5,2,0,3,1,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,37.0,0,1,2016-12-22
-City Hotel,1,161,2017,June,26,30,0,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,30.0,,26,Transient,130.0,0,0,2017-02-15
+hotel,lead_time,arrival_date_year,arrival_date_month,arrival_date_week_number,arrival_date_day_of_month,stays_in_weekend_nights,stays_in_week_nights,adults,children,babies,meal,country,market_segment,distribution_channel,is_repeated_guest,previous_cancellations,previous_bookings_not_canceled,reserved_room_type,assigned_room_type,booking_changes,deposit_type,agent,company,days_in_waiting_list,customer_type,adr,required_car_parking_spaces,total_of_special_requests
+City Hotel,88,2015,September,39,26,2,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,170.0,0,0
+City Hotel,40,2016,March,13,20,1,0,2,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,88.2,0,0
+City Hotel,349,2015,October,40,1,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Contract,62.0,0,0
+City Hotel,423,2017,May,21,23,0,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,229.0,,0,Transient,90.0,0,0
+City Hotel,175,2017,April,17,29,2,1,2,2.0,0,BB,RUS,Online TA,TA/TO,0,0,0,F,F,0,No Deposit,9.0,,0,Transient,189.0,0,1
+City Hotel,38,2016,December,50,10,2,1,2,2.0,0,BB,PHL,Direct,Direct,0,0,0,E,E,0,No Deposit,14.0,,0,Transient,143.0,0,0
+City Hotel,163,2016,October,42,15,0,1,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,34.0,,0,Transient,115.0,0,0
+Resort Hotel,29,2015,August,35,27,0,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,211.0,0,1
+City Hotel,148,2017,May,18,4,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,171.0,,0,Transient,95.0,0,0
+City Hotel,0,2015,August,33,10,1,4,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,75.0,0,2
+City Hotel,40,2016,March,13,25,1,2,3,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,G,G,0,No Deposit,7.0,,0,Transient,201.95,0,0
+City Hotel,330,2016,June,23,2,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0
+City Hotel,177,2017,March,12,23,1,3,2,1.0,0,BB,TWN,Online TA,TA/TO,0,0,0,A,A,2,No Deposit,9.0,,0,Transient,103.7,0,0
+City Hotel,205,2016,May,23,29,2,1,3,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,1,Non Refund,26.0,,0,Transient,125.0,0,0
+Resort Hotel,349,2017,July,28,9,2,4,2,2.0,0,BB,PRT,Direct,Direct,0,0,0,C,C,2,No Deposit,250.0,,0,Transient,178.75,0,0
+City Hotel,115,2016,November,47,18,0,2,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,90.0,0,1
+Resort Hotel,74,2016,February,9,26,1,2,2,0.0,0,Undefined,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,68.0,,0,Transient,70.0,0,0
+City Hotel,183,2017,February,7,15,0,3,2,1.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,106.2,0,1
+City Hotel,233,2016,August,33,11,0,2,2,0.0,0,BB,RUS,Online TA,TA/TO,0,0,0,B,B,1,No Deposit,9.0,,0,Transient,86.62,0,0
+Resort Hotel,243,2015,September,36,4,0,2,2,0.0,0,BB,PRT,Online TA,TA/TO,0,1,0,D,D,0,No Deposit,240.0,,0,Transient-Party,99.0,0,1
+City Hotel,32,2015,October,43,24,1,1,1,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Contract,136.0,0,1
+City Hotel,99,2017,April,15,15,2,4,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,58.0,,0,Transient-Party,105.0,0,0
+City Hotel,185,2016,December,51,16,1,2,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,103.5,0,0
+City Hotel,97,2015,October,41,5,1,3,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,29.0,,0,Transient,140.0,0,0
+City Hotel,280,2016,November,47,16,0,4,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,73.95,0,1
+City Hotel,566,2017,January,4,26,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0
+City Hotel,280,2016,December,53,31,2,1,2,0.0,0,BB,ROU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,86.7,0,0
+City Hotel,150,2017,June,24,17,2,3,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,,,0,Transient,120.0,0,0
+City Hotel,4,2016,August,36,30,0,2,3,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,175.0,0,2
+City Hotel,262,2016,December,51,14,2,4,2,0.0,0,SC,VEN,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,63.75,0,0
+City Hotel,275,2016,April,17,17,2,0,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,12.0,,0,Transient,110.0,0,0
+City Hotel,22,2017,March,11,15,2,6,3,0.0,0,BB,AGO,Direct,Direct,0,0,0,F,F,0,No Deposit,14.0,,0,Transient,238.0,0,0
+City Hotel,55,2016,December,50,8,0,3,1,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,86.4,0,2
+City Hotel,80,2016,April,16,10,2,1,1,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,182.0,,0,Transient,100.0,0,0
+City Hotel,213,2016,June,24,7,0,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,19.0,,62,Transient,130.0,0,0
+City Hotel,174,2017,June,22,1,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,58.0,,0,Transient,100.0,0,0
+City Hotel,451,2016,May,21,16,1,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,60.0,0,0
+City Hotel,111,2017,February,5,1,4,10,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,D,D,0,No Deposit,,,0,Transient-Party,98.1,0,2
+City Hotel,76,2016,September,38,15,0,3,3,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,168.3,0,3
+City Hotel,89,2016,November,47,19,1,1,2,0.0,0,SC,FRA,Online TA,TA/TO,0,0,0,A,A,2,No Deposit,9.0,,0,Transient,79.2,0,3
+Resort Hotel,168,2017,August,33,17,2,4,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,314.0,,0,Transient,176.0,0,1
+City Hotel,41,2016,October,42,15,2,1,2,0.0,0,BB,NLD,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,145.2,0,2
+City Hotel,241,2016,September,36,2,2,2,2,0.0,0,BB,AUS,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,101.79,0,1
+Resort Hotel,287,2015,October,42,15,0,3,2,0.0,0,BB,GBR,Groups,Corporate,0,0,0,A,E,1,No Deposit,,223.0,0,Transient-Party,44.5,0,0
+Resort Hotel,259,2015,September,38,17,0,3,2,0.0,0,BB,GBR,Groups,Corporate,0,1,0,A,A,0,Non Refund,,223.0,0,Transient,40.05,0,0
+Resort Hotel,47,2017,August,34,26,2,5,2,2.0,0,HB,ESP,Online TA,TA/TO,0,0,0,G,G,0,No Deposit,240.0,,0,Transient,340.86,0,0
+City Hotel,475,2016,October,44,27,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0
+City Hotel,37,2016,October,41,2,2,3,1,0.0,0,BB,CHN,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,125.55,0,0
+Resort Hotel,133,2017,March,11,13,1,0,2,0.0,0,BB,USA,Online TA,TA/TO,0,0,0,A,A,2,No Deposit,240.0,,0,Transient,42.0,0,2
+City Hotel,398,2016,August,33,11,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0
+City Hotel,335,2015,September,38,17,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Contract,62.0,0,0
+Resort Hotel,181,2016,July,28,7,2,5,1,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,72.9,0,1
+Resort Hotel,182,2016,December,53,29,0,3,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,250.0,,0,Transient,60.6,0,0
+Resort Hotel,90,2016,October,44,29,2,3,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,,,0,Transient,54.08,0,1
+City Hotel,322,2016,May,21,19,1,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,31.0,,120,Transient,80.0,0,0
+City Hotel,266,2017,May,18,3,0,3,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,58.0,,0,Transient,100.0,0,0
+City Hotel,37,2016,October,42,13,0,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,56.0,,0,Transient-Party,105.0,0,0
+City Hotel,7,2017,June,23,5,1,3,1,0.0,0,BB,ISR,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,9.0,,0,Transient,200.0,0,1
+City Hotel,38,2016,December,52,21,1,4,2,0.0,0,HB,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,120.7,0,1
+City Hotel,281,2015,July,30,25,2,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,No Deposit,1.0,,0,Transient-Party,62.8,0,0
+City Hotel,81,2017,March,13,30,0,3,2,0.0,0,SC,AUT,Online TA,TA/TO,0,0,0,A,A,4,No Deposit,9.0,,0,Transient,85.8,0,1
+Resort Hotel,131,2017,June,24,11,2,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,410.0,,0,Transient,56.7,0,0
+City Hotel,30,2017,February,5,2,2,4,2,0.0,0,BB,ISL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,90.1,0,2
+City Hotel,129,2017,April,14,3,1,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,58.0,,0,Transient,100.0,0,0
+City Hotel,100,2015,October,44,31,1,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,1.0,,0,Transient-Party,62.0,0,0
+City Hotel,386,2016,July,31,28,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0
+City Hotel,38,2017,January,2,14,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,Non Refund,,67.0,0,Transient,75.0,0,0
+City Hotel,165,2017,May,20,19,2,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,,,0,Transient,225.0,0,0
+City Hotel,176,2016,October,42,11,0,3,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,85.0,,0,Transient,80.75,0,0
+Resort Hotel,239,2015,September,38,19,1,1,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,3,0,A,A,0,No Deposit,248.0,,0,Transient-Party,34.0,0,0
+City Hotel,341,2015,September,39,23,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Transient-Party,62.0,0,0
+City Hotel,180,2016,November,47,13,1,0,2,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,54.75,0,2
+City Hotel,68,2016,February,8,17,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,37.0,,0,Transient,75.0,0,0
+City Hotel,24,2016,April,16,11,1,3,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,8.0,,0,Transient,108.5,0,0
+City Hotel,115,2017,June,22,3,2,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,27.0,,0,Transient,89.1,0,0
+City Hotel,81,2017,August,34,23,0,2,2,1.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,169.0,0,0
+City Hotel,407,2017,May,18,6,2,1,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,229.0,,0,Transient,90.0,0,0
+City Hotel,86,2016,January,4,22,0,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,29.0,,35,Transient,85.0,0,0
+Resort Hotel,112,2016,February,7,12,0,2,2,0.0,0,FB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,134.0,,0,Transient-Party,68.0,0,0
+City Hotel,50,2016,March,14,31,1,3,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,1.0,,0,Transient-Party,65.0,0,0
+City Hotel,305,2016,November,45,4,1,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,21.0,,0,Transient,89.0,0,0
+City Hotel,136,2016,October,41,5,0,4,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,118.8,0,0
+City Hotel,11,2016,June,25,17,0,2,2,1.0,0,BB,ESP,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,182.75,0,1
+City Hotel,209,2017,August,33,15,0,3,2,1.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,148.5,0,2
+City Hotel,193,2016,June,26,20,1,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,162.0,,39,Transient,120.0,0,0
+Resort Hotel,183,2016,July,31,26,0,2,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,,395.0,0,Transient,114.75,0,0
+City Hotel,19,2016,March,10,4,1,2,2,0.0,0,BB,ITA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,74.64,0,0
+City Hotel,277,2016,November,46,7,1,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,,,0,Transient,100.0,0,0
+City Hotel,30,2015,October,42,16,2,2,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Contract,118.58,0,1
+City Hotel,36,2016,March,11,12,1,1,3,0.0,0,BB,ITA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,114.3,0,1
+Resort Hotel,398,2016,July,28,4,3,7,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,E,E,0,No Deposit,40.0,,0,Contract,134.73,0,0
+City Hotel,61,2015,December,53,30,1,4,2,0.0,0,BB,PRT,Online TA,TA/TO,0,1,0,A,A,0,No Deposit,9.0,,0,Transient,111.6,0,1
+City Hotel,19,2016,February,9,25,0,3,2,0.0,0,SC,IRL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,79.0,0,1
+Resort Hotel,393,2016,October,41,8,2,2,2,0.0,0,HB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,68.0,,0,Transient,72.0,0,0
+City Hotel,147,2015,July,30,21,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,No Deposit,1.0,,0,Transient,75.0,0,0
+City Hotel,279,2016,October,42,12,0,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,98.0,,0,Transient,110.0,0,0
+City Hotel,23,2017,June,23,7,0,2,2,0.0,0,HB,ESP,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,52.0,,0,Transient,166.5,0,0
+Resort Hotel,10,2016,October,42,10,1,0,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,394.0,0,Transient-Party,41.4,0,0
+City Hotel,451,2017,July,28,12,0,3,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,229.0,,0,Transient-Party,90.0,0,0
+City Hotel,57,2016,October,45,31,1,4,3,0.0,0,BB,RUS,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,131.58,0,1
+City Hotel,101,2016,June,23,1,0,4,2,0.0,0,BB,ITA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,132.6,0,0
+City Hotel,315,2016,November,48,25,0,1,2,0.0,0,BB,PRT,Direct,Direct,0,2,4,B,B,0,No Deposit,,,0,Transient-Party,65.8,0,1
+City Hotel,305,2017,January,3,21,2,2,2,0.0,0,BB,BRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,77.35,0,0
+City Hotel,271,2016,December,53,26,2,5,2,0.0,0,HB,DEU,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,144.63,0,1
+City Hotel,180,2016,July,30,23,1,1,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,B,B,0,No Deposit,9.0,,0,Transient,96.3,0,0
+City Hotel,134,2016,October,42,15,2,1,2,1.0,0,BB,NLD,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,135.0,0,2
+City Hotel,88,2017,August,32,11,0,1,2,0.0,0,BB,AUS,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,155.0,0,1
+Resort Hotel,281,2016,July,29,16,4,6,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,E,E,0,No Deposit,175.0,,0,Transient,115.92,0,0
+City Hotel,139,2016,July,29,11,1,4,2,1.0,0,BB,SWE,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,116.45,0,0
+City Hotel,88,2017,April,17,24,1,5,2,0.0,0,BB,ITA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,121.5,0,1
+City Hotel,420,2017,May,20,20,2,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,229.0,,0,Transient,90.0,0,0
+City Hotel,19,2017,March,12,20,1,3,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,85.0,,0,Transient,80.24,0,0
+City Hotel,50,2017,July,28,10,1,2,2,1.0,0,BB,DNK,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,160.0,0,1
+City Hotel,101,2016,April,15,4,1,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,3.0,,41,Transient,80.0,0,0
+Resort Hotel,56,2017,August,35,28,1,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,5.0,,0,Transient,152.0,0,0
+City Hotel,126,2017,August,33,16,2,6,2,0.0,0,BB,ITA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,155.0,0,1
+City Hotel,185,2017,June,26,29,0,3,2,2.0,0,BB,USA,Online TA,TA/TO,0,0,0,F,F,2,No Deposit,9.0,,0,Transient,192.7,0,0
+City Hotel,21,2016,August,34,15,1,2,2,0.0,0,BB,NLD,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,151.0,0,0
+City Hotel,78,2016,April,15,8,0,1,1,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,90.9,0,0
+City Hotel,137,2016,May,19,5,0,3,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,105.3,0,0
+City Hotel,24,2016,November,45,1,0,4,2,2.0,0,BB,SWE,Online TA,TA/TO,0,0,0,F,F,0,No Deposit,9.0,,0,Transient,161.5,0,0
+Resort Hotel,46,2016,May,23,31,2,7,2,0.0,0,BB,CHE,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,116.11,0,0
+City Hotel,184,2016,September,39,22,2,3,2,0.0,0,BB,DNK,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,137.28,0,0
+Resort Hotel,31,2016,April,15,7,0,3,2,0.0,0,HB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,67.0,,0,Transient-Party,68.0,0,0
+City Hotel,186,2016,July,30,19,0,5,2,0.0,0,BB,ITA,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,9.0,,0,Transient,90.95,0,1
+City Hotel,35,2017,February,7,16,0,3,2,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,88.0,0,0
+City Hotel,210,2016,August,34,16,0,2,2,0.0,1,SC,NLD,Online TA,TA/TO,0,0,0,A,A,4,No Deposit,9.0,,0,Transient,90.0,0,2
+City Hotel,444,2016,December,49,1,0,3,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,Non Refund,34.0,,39,Transient,75.0,0,0
+Resort Hotel,231,2017,August,31,2,2,4,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,G,G,0,No Deposit,240.0,,0,Transient,253.33,0,1
+City Hotel,162,2017,May,18,6,2,1,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,3.0,,0,Transient,80.0,0,0
+City Hotel,52,2016,December,49,1,1,3,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,88.4,0,2
+City Hotel,222,2017,August,34,25,1,2,2,0.0,0,BB,ITA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,117.0,0,0
+City Hotel,41,2017,August,31,3,0,1,1,0.0,0,SC,USA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,126.0,0,0
+City Hotel,157,2016,July,29,11,1,3,2,0.0,0,BB,IRL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,101.58,0,1
+Resort Hotel,124,2015,August,36,31,1,5,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,G,G,0,No Deposit,240.0,,0,Transient,160.0,0,0
+City Hotel,156,2016,December,53,27,0,3,3,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,122.4,0,0
+Resort Hotel,273,2016,August,35,24,2,5,1,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,No Deposit,314.0,,0,Transient,88.15,0,0
+City Hotel,123,2017,April,17,24,1,3,2,0.0,0,SC,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,105.75,0,2
+City Hotel,258,2017,January,2,14,2,1,2,0.0,0,HB,ITA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,129.6,0,0
+City Hotel,158,2016,May,22,24,0,2,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,37.0,,31,Transient,130.0,0,0
+City Hotel,46,2017,March,9,3,1,2,3,0.0,0,BB,URY,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,142.2,0,1
+City Hotel,320,2017,June,24,15,0,3,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,6.0,,0,Transient,90.0,0,0
+City Hotel,23,2017,January,2,11,0,1,1,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,9.0,,0,Transient,89.5,0,1
+Resort Hotel,65,2015,August,33,15,2,5,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,196.0,,0,Transient,135.0,0,0
+Resort Hotel,47,2016,August,32,5,2,2,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,209.0,0,0
+City Hotel,113,2017,May,20,20,2,1,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,34.0,,0,Transient,190.0,0,0
+City Hotel,346,2015,September,40,28,1,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Contract,62.0,0,0
+Resort Hotel,143,2016,August,32,3,2,5,1,0.0,0,HB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,211.0,0,0
+Resort Hotel,221,2017,August,33,15,1,5,1,0.0,0,HB,FRA,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,240.0,,0,Transient,224.33,0,2
+Resort Hotel,159,2015,August,36,31,1,4,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,101.44,0,0
+City Hotel,301,2015,August,33,14,0,2,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,Non Refund,6.0,,0,Transient-Party,101.5,0,0
+Resort Hotel,378,2016,November,45,1,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,248.0,,0,Transient,46.0,0,0
+City Hotel,45,2016,July,27,2,0,1,1,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient-Party,101.15,0,0
+City Hotel,38,2017,May,19,12,2,7,3,1.0,0,BB,PRT,Online TA,TA/TO,0,0,0,G,G,0,No Deposit,7.0,,0,Transient,321.94,0,1
+City Hotel,52,2017,March,10,5,6,13,2,0.0,0,HB,SEN,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,136.0,0,2
+City Hotel,251,2016,March,13,22,0,3,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,29.0,,93,Transient,125.0,0,0
+City Hotel,33,2015,October,43,21,0,4,1,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,No Deposit,6.0,,0,Transient,17.6,0,1
+City Hotel,122,2017,May,19,11,0,2,1,0.0,0,BB,CHE,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,127.8,0,0
+City Hotel,272,2015,July,29,16,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,No Deposit,1.0,,0,Contract,62.0,0,0
+Resort Hotel,228,2017,July,31,30,4,8,2,0.0,0,HB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,212.17,0,1
+City Hotel,31,2017,January,4,24,0,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,97.5,0,2
+City Hotel,123,2016,August,33,13,0,1,2,0.0,0,BB,HUN,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,123.3,0,0
+City Hotel,49,2017,June,24,14,0,3,2,0.0,0,SC,CHN,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,126.0,0,1
+City Hotel,68,2015,October,42,11,2,2,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,B,0,No Deposit,8.0,,0,Transient-Party,89.25,0,1
+City Hotel,204,2017,March,10,5,1,0,2,0.0,0,BB,BRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,90.0,0,1
+Resort Hotel,19,2017,June,22,2,0,2,2,0.0,0,HB,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,137.0,0,2
+Resort Hotel,140,2016,February,7,12,0,2,2,0.0,0,HB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,,,0,Transient,50.0,0,0
+City Hotel,325,2017,July,28,15,1,1,2,0.0,0,BB,BRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,103.5,0,2
+City Hotel,45,2015,October,44,29,0,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,Non Refund,3.0,,0,Transient,70.0,0,0
+City Hotel,31,2016,February,6,5,0,1,2,0.0,0,BB,USA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,89.3,1,1
+City Hotel,16,2016,December,53,28,2,4,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,3.0,,0,Transient,76.67,0,0
+City Hotel,422,2016,September,38,16,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,1.0,,379,Transient-Party,65.0,0,0
+City Hotel,96,2016,May,19,7,2,3,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,119.85,0,0
+City Hotel,114,2017,April,17,29,2,5,3,0.0,0,BB,POL,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,9.0,,0,Transient,184.57,0,1
+Resort Hotel,40,2016,April,15,5,0,5,1,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,58.0,0,1
+City Hotel,11,2016,August,34,18,1,3,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,155.5,0,1
+City Hotel,59,2016,April,18,28,2,3,2,0.0,0,BB,IRL,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,128.69,0,0
+City Hotel,85,2017,May,18,5,1,2,2,0.0,0,BB,TUR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,135.0,0,0
+City Hotel,295,2015,August,32,8,2,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,No Deposit,1.0,,0,Transient-Party,62.0,0,0
+City Hotel,100,2016,May,21,19,1,3,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,B,1,No Deposit,9.0,,0,Transient-Party,136.0,0,0
+City Hotel,74,2015,September,38,18,0,2,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,6.0,,0,Transient-Party,101.5,0,0
+City Hotel,138,2017,June,26,27,0,3,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,117.0,0,0
+City Hotel,34,2016,April,18,30,1,1,3,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,159.3,0,0
+Resort Hotel,18,2015,November,45,7,0,1,2,1.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,15.0,,0,Transient,32.62,0,1
+City Hotel,188,2016,June,25,15,0,2,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,119.0,,39,Transient,130.0,0,0
+City Hotel,309,2017,August,33,15,0,4,2,0.0,0,BB,ITA,Online TA,TA/TO,0,0,0,B,B,1,No Deposit,9.0,,0,Transient,96.25,0,0
+City Hotel,21,2017,June,26,25,1,0,2,0.0,0,SC,BRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,160.0,0,0
+Resort Hotel,181,2016,July,30,17,4,8,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,160.0,0,2
+City Hotel,59,2017,January,4,23,1,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,326.0,,0,Transient,80.0,0,0
+City Hotel,285,2017,May,19,8,1,2,3,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,142.2,0,1
+Resort Hotel,46,2016,June,24,5,2,2,2,0.0,0,BB,NLD,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,123.0,0,0
+Resort Hotel,4,2016,November,48,21,1,1,1,0.0,0,BB,PRT,Complementary,Direct,0,0,0,A,D,0,No Deposit,,,0,Transient,0.0,0,0
+Resort Hotel,110,2017,February,5,2,0,3,1,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,37.0,0,1
+City Hotel,161,2017,June,26,30,0,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,30.0,,26,Transient,130.0,0,0
diff --git a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_003/history.csv b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_003/history.csv
index 8e7b0fb606cf7dbb50088b42a552414ef5e9f4de..cd2ae0430d023daca64d3c634b7011f4f3980a74 100644
--- a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_003/history.csv
+++ b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_003/history.csv
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:7f2c6a82faa3ea41f7ff994d56487d982783f89a08581522b227ca9a8ba137e4
-size 16583040
+oid sha256:42451284ef33ea521aee0149d04c6325b7a63738bdec93581e38720b4ee635f6
+size 15058005
diff --git a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_003/info.json b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_003/info.json
index 4816c05993309461836de8622438e342f2e503ff..20956c93d07801fe3772275e08832605a78593ed 100644
--- a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_003/info.json
+++ b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_003/info.json
@@ -1,398 +1,391 @@
-{
-    "name": "Hotel Booking Demand",
-    "source": "https://www.kaggle.com/datasets/jessemostipak/hotel-booking-demand/data",
-    "data_intro": "This dataset contains hotel booking data for a city hotel and a resort hotel, providing details on booking dates, stay duration, guest count, cancellation trends, and pricing. It is useful for demand forecasting, revenue management, and customer behavior analysis.",
-    "is_splited": false,
-    "overall_size": 119390,
-    "train_size": 0,
-    "test_size": 0,
-    "c_classes": 12,
-    "n_classes": 20,
-    "cat_feature_intro": {
-        "hotel": "Type of hotel (City Hotel or Resort Hotel).",
-        "arrival_date_month": "Month of arrival for the booking.",
-        "meal": "Type of meal plan booked (e.g., Breakfast included, Half board, Full board).",
-        "country": "Country of origin of the guest.",
-        "market_segment": "Booking distribution channel (e.g., direct, corporate, travel agent).",
-        "distribution_channel": "Channel through which the booking was made (e.g., online travel agents, direct).",
-        "reserved_room_type": "Type of room reserved by the guest before any changes.",
-        "assigned_room_type": "Final room type assigned to the guest.",
-        "deposit_type": "Indicates if a deposit was made and its type (e.g., No Deposit, Refundable, Non-Refundable).",
-        "customer_type": "Type of customer (e.g., transient, group, contract).",
-        "reservation_status": "Final status of the booking (e.g., Canceled, Checked-out, No-show).",
-        "reservation_status_date": "Date when the reservation status was last updated."
-    },
-    "num_feature_intro": {
-        "is_canceled": "Indicates whether the booking was canceled (1) or not (0).",
-        "lead_time": "Number of days between booking and arrival.",
-        "arrival_date_year": "Year of arrival for the booking.",
-        "arrival_date_week_number": "Week number of the arrival date.",
-        "arrival_date_day_of_month": "Day of the month of arrival.",
-        "stays_in_weekend_nights": "Number of weekend nights (Saturday or Sunday) the guest stayed.",
-        "stays_in_week_nights": "Number of weekday nights (Monday to Friday) the guest stayed.",
-        "adults": "Number of adults included in the booking.",
-        "children": "Number of children included in the booking.",
-        "babies": "Number of babies included in the booking.",
-        "is_repeated_guest": "Indicates whether the guest is a returning customer (1) or not (0).",
-        "previous_cancellations": "Number of times the guest has canceled previous bookings.",
-        "previous_bookings_not_canceled": "Number of previous bookings not canceled by the guest.",
-        "booking_changes": "Number of changes made to the booking.",
-        "agent": "ID of the booking agent (if applicable).",
-        "company": "ID of the company making the booking (if applicable).",
-        "days_in_waiting_list": "Number of days the booking was on the waiting list before confirmation.",
-        "adr": "Average daily rate (price per night per room).",
-        "required_car_parking_spaces": "Number of car parking spaces required by the guest.",
-        "total_of_special_requests": "Number of special requests made by the guest (e.g., high floor, twin beds)."
-    },
-    "evaluation_metric": null,
-    "task_type": "classification",
-    "target": "reservation_status",
-    "num_feature_value": {
-        "adr": [
-            -6.38,
-            5400.0
-        ],
-        "adults": [
-            0.0,
-            55.0
-        ],
-        "agent": [
-            1.0,
-            535.0
-        ],
-        "arrival_date_day_of_month": [
-            1.0,
-            31.0
-        ],
-        "arrival_date_week_number": [
-            1.0,
-            53.0
-        ],
-        "arrival_date_year": [
-            2015.0,
-            2017.0
-        ],
-        "babies": [
-            0.0,
-            10.0
-        ],
-        "booking_changes": [
-            0.0,
-            21.0
-        ],
-        "children": [
-            0.0,
-            10.0
-        ],
-        "company": [
-            6.0,
-            543.0
-        ],
-        "days_in_waiting_list": [
-            0.0,
-            391.0
-        ],
-        "is_canceled": [
-            0.0,
-            1.0
-        ],
-        "is_repeated_guest": [
-            0.0,
-            1.0
-        ],
-        "lead_time": [
-            0.0,
-            737.0
-        ],
-        "previous_bookings_not_canceled": [
-            0.0,
-            72.0
-        ],
-        "previous_cancellations": [
-            0.0,
-            26.0
-        ],
-        "required_car_parking_spaces": [
-            0.0,
-            8.0
-        ],
-        "stays_in_week_nights": [
-            0.0,
-            50.0
-        ],
-        "stays_in_weekend_nights": [
-            0.0,
-            19.0
-        ],
-        "total_of_special_requests": [
-            0.0,
-            5.0
-        ]
-    },
-    "cat_feature_value": {
-        "arrival_date_month": [
-            "April",
-            "August",
-            "December",
-            "February",
-            "January",
-            "July",
-            "June",
-            "March",
-            "May",
-            "November",
-            "October",
-            "September"
-        ],
-        "assigned_room_type": [
-            "A",
-            "B",
-            "C",
-            "D",
-            "E",
-            "F",
-            "G",
-            "H",
-            "I",
-            "K",
-            "L",
-            "P"
-        ],
-        "country": [
-            "ABW",
-            "AGO",
-            "AIA",
-            "ALB",
-            "AND",
-            "ARE",
-            "ARG",
-            "ARM",
-            "ASM",
-            "ATA",
-            "ATF",
-            "AUS",
-            "AUT",
-            "AZE",
-            "BDI",
-            "BEL",
-            "BEN",
-            "BFA",
-            "BGD",
-            "BGR",
-            "BHR",
-            "BHS",
-            "BIH",
-            "BLR",
-            "BOL",
-            "BRA",
-            "BRB",
-            "BWA",
-            "CAF",
-            "CHE",
-            "CHL",
-            "CHN",
-            "CIV",
-            "CMR",
-            "CN",
-            "COL",
-            "COM",
-            "CPV",
-            "CRI",
-            "CUB",
-            "CYM",
-            "CYP",
-            "CZE",
-            "DEU",
-            "DJI",
-            "DMA",
-            "DNK",
-            "DOM",
-            "DZA",
-            "ECU",
-            "EGY",
-            "ESP",
-            "EST",
-            "ETH",
-            "FIN",
-            "FJI",
-            "FRA",
-            "FRO",
-            "GAB",
-            "GBR",
-            "GEO",
-            "GGY",
-            "GHA",
-            "GIB",
-            "GLP",
-            "GNB",
-            "GRC",
-            "GTM",
-            "GUY",
-            "HKG",
-            "HND",
-            "HRV",
-            "HUN",
-            "IDN",
-            "IMN",
-            "IND",
-            "IRL",
-            "IRN",
-            "IRQ",
-            "ISL",
-            "ISR",
-            "ITA",
-            "JAM",
-            "JEY",
-            "JOR",
-            "JPN",
-            "KAZ",
-            "KEN",
-            "KHM",
-            "KIR",
-            "KNA",
-            "KOR",
-            "KWT",
-            "LAO",
-            "LBN",
-            "LBY",
-            "LCA",
-            "LIE",
-            "LKA",
-            "LTU",
-            "LUX",
-            "LVA",
-            "MAC",
-            "MAR",
-            "MCO",
-            "MDG",
-            "MDV",
-            "MEX",
-            "MKD",
-            "MLI",
-            "MLT",
-            "MMR",
-            "MNE",
-            "MOZ",
-            "MRT",
-            "MUS",
-            "MWI",
-            "MYS",
-            "MYT",
-            "NAM",
-            "NCL",
-            "NGA",
-            "NIC",
-            "NLD",
-            "NOR",
-            "NPL",
-            "NZL",
-            "OMN",
-            "PAK",
-            "PAN",
-            "PER",
-            "PHL",
-            "PLW",
-            "POL",
-            "PRI",
-            "PRT",
-            "PRY",
-            "PYF",
-            "QAT",
-            "ROU",
-            "RUS",
-            "RWA",
-            "SAU",
-            "SDN",
-            "SEN",
-            "SGP",
-            "SLE",
-            "SLV",
-            "SMR",
-            "SRB",
-            "STP",
-            "SUR",
-            "SVK",
-            "SVN",
-            "SWE",
-            "SYC",
-            "SYR",
-            "TGO",
-            "THA",
-            "TJK",
-            "TMP",
-            "TUN",
-            "TUR",
-            "TWN",
-            "TZA",
-            "UGA",
-            "UKR",
-            "UMI",
-            "URY",
-            "USA",
-            "UZB",
-            "VEN",
-            "VGB",
-            "VNM",
-            "ZAF",
-            "ZMB",
-            "ZWE"
-        ],
-        "customer_type": [
-            "Contract",
-            "Group",
-            "Transient",
-            "Transient-Party"
-        ],
-        "deposit_type": [
-            "No Deposit",
-            "Non Refund",
-            "Refundable"
-        ],
-        "distribution_channel": [
-            "Corporate",
-            "Direct",
-            "GDS",
-            "TA/TO",
-            "Undefined"
-        ],
-        "hotel": [
-            "City Hotel",
-            "Resort Hotel"
-        ],
-        "market_segment": [
-            "Aviation",
-            "Complementary",
-            "Corporate",
-            "Direct",
-            "Groups",
-            "Offline TA/TO",
-            "Online TA",
-            "Undefined"
-        ],
-        "meal": [
-            "BB",
-            "FB",
-            "HB",
-            "SC",
-            "Undefined"
-        ],
-        "reservation_status": [
-            "Canceled",
-            "Check-Out",
-            "No-Show"
-        ],
-        "reservation_status_date": "string",
-        "reserved_room_type": [
-            "A",
-            "B",
-            "C",
-            "D",
-            "E",
-            "F",
-            "G",
-            "H",
-            "L",
-            "P"
-        ]
-    }
-}
\ No newline at end of file
+{
+  "name": "Hotel Booking Demand",
+  "source": "https://www.kaggle.com/datasets/jessemostipak/hotel-booking-demand/data",
+  "data_intro": "This dataset contains hotel booking data for a city hotel and a resort hotel, providing details on booking dates, stay duration, guest count, cancellation trends, and pricing. It is useful for demand forecasting, revenue management, and customer behavior analysis.",
+  "is_splited": false,
+  "overall_size": 119390,
+  "train_size": 0,
+  "test_size": 0,
+  "c_classes": 11,
+  "n_classes": 19,
+  "cat_feature_intro": {
+    "hotel": "Type of hotel (City Hotel or Resort Hotel).",
+    "arrival_date_month": "Month of arrival for the booking.",
+    "meal": "Type of meal plan booked (e.g., Breakfast included, Half board, Full board).",
+    "country": "Country of origin of the guest.",
+    "market_segment": "Booking distribution channel (e.g., direct, corporate, travel agent).",
+    "distribution_channel": "Channel through which the booking was made (e.g., online travel agents, direct).",
+    "reserved_room_type": "Type of room reserved by the guest before any changes.",
+    "assigned_room_type": "Final room type assigned to the guest.",
+    "deposit_type": "Indicates if a deposit was made and its type (e.g., No Deposit, Refundable, Non-Refundable).",
+    "customer_type": "Type of customer (e.g., transient, group, contract).",
+    "reservation_status": "Final status of the booking (e.g., Canceled, Checked-out, No-show)."
+  },
+  "num_feature_intro": {
+    "lead_time": "Number of days between booking and arrival.",
+    "arrival_date_year": "Year of arrival for the booking.",
+    "arrival_date_week_number": "Week number of the arrival date.",
+    "arrival_date_day_of_month": "Day of the month of arrival.",
+    "stays_in_weekend_nights": "Number of weekend nights (Saturday or Sunday) the guest stayed.",
+    "stays_in_week_nights": "Number of weekday nights (Monday to Friday) the guest stayed.",
+    "adults": "Number of adults included in the booking.",
+    "children": "Number of children included in the booking.",
+    "babies": "Number of babies included in the booking.",
+    "is_repeated_guest": "Indicates whether the guest is a returning customer (1) or not (0).",
+    "previous_cancellations": "Number of times the guest has canceled previous bookings.",
+    "previous_bookings_not_canceled": "Number of previous bookings not canceled by the guest.",
+    "booking_changes": "Number of changes made to the booking.",
+    "agent": "ID of the booking agent (if applicable).",
+    "company": "ID of the company making the booking (if applicable).",
+    "days_in_waiting_list": "Number of days the booking was on the waiting list before confirmation.",
+    "adr": "Average daily rate (price per night per room).",
+    "required_car_parking_spaces": "Number of car parking spaces required by the guest.",
+    "total_of_special_requests": "Number of special requests made by the guest (e.g., high floor, twin beds)."
+  },
+  "evaluation_metric": null,
+  "task_type": "classification",
+  "target": "reservation_status",
+  "num_feature_value": {
+    "adr": [
+      -6.38,
+      5400.0
+    ],
+    "adults": [
+      0.0,
+      55.0
+    ],
+    "agent": [
+      1.0,
+      535.0
+    ],
+    "arrival_date_day_of_month": [
+      1.0,
+      31.0
+    ],
+    "arrival_date_week_number": [
+      1.0,
+      53.0
+    ],
+    "arrival_date_year": [
+      2015.0,
+      2017.0
+    ],
+    "babies": [
+      0.0,
+      10.0
+    ],
+    "booking_changes": [
+      0.0,
+      21.0
+    ],
+    "children": [
+      0.0,
+      10.0
+    ],
+    "company": [
+      6.0,
+      543.0
+    ],
+    "days_in_waiting_list": [
+      0.0,
+      391.0
+    ],
+    "is_repeated_guest": [
+      0.0,
+      1.0
+    ],
+    "lead_time": [
+      0.0,
+      737.0
+    ],
+    "previous_bookings_not_canceled": [
+      0.0,
+      72.0
+    ],
+    "previous_cancellations": [
+      0.0,
+      26.0
+    ],
+    "required_car_parking_spaces": [
+      0.0,
+      8.0
+    ],
+    "stays_in_week_nights": [
+      0.0,
+      50.0
+    ],
+    "stays_in_weekend_nights": [
+      0.0,
+      19.0
+    ],
+    "total_of_special_requests": [
+      0.0,
+      5.0
+    ]
+  },
+  "cat_feature_value": {
+    "arrival_date_month": [
+      "April",
+      "August",
+      "December",
+      "February",
+      "January",
+      "July",
+      "June",
+      "March",
+      "May",
+      "November",
+      "October",
+      "September"
+    ],
+    "assigned_room_type": [
+      "A",
+      "B",
+      "C",
+      "D",
+      "E",
+      "F",
+      "G",
+      "H",
+      "I",
+      "K",
+      "L",
+      "P"
+    ],
+    "country": [
+      "ABW",
+      "AGO",
+      "AIA",
+      "ALB",
+      "AND",
+      "ARE",
+      "ARG",
+      "ARM",
+      "ASM",
+      "ATA",
+      "ATF",
+      "AUS",
+      "AUT",
+      "AZE",
+      "BDI",
+      "BEL",
+      "BEN",
+      "BFA",
+      "BGD",
+      "BGR",
+      "BHR",
+      "BHS",
+      "BIH",
+      "BLR",
+      "BOL",
+      "BRA",
+      "BRB",
+      "BWA",
+      "CAF",
+      "CHE",
+      "CHL",
+      "CHN",
+      "CIV",
+      "CMR",
+      "CN",
+      "COL",
+      "COM",
+      "CPV",
+      "CRI",
+      "CUB",
+      "CYM",
+      "CYP",
+      "CZE",
+      "DEU",
+      "DJI",
+      "DMA",
+      "DNK",
+      "DOM",
+      "DZA",
+      "ECU",
+      "EGY",
+      "ESP",
+      "EST",
+      "ETH",
+      "FIN",
+      "FJI",
+      "FRA",
+      "FRO",
+      "GAB",
+      "GBR",
+      "GEO",
+      "GGY",
+      "GHA",
+      "GIB",
+      "GLP",
+      "GNB",
+      "GRC",
+      "GTM",
+      "GUY",
+      "HKG",
+      "HND",
+      "HRV",
+      "HUN",
+      "IDN",
+      "IMN",
+      "IND",
+      "IRL",
+      "IRN",
+      "IRQ",
+      "ISL",
+      "ISR",
+      "ITA",
+      "JAM",
+      "JEY",
+      "JOR",
+      "JPN",
+      "KAZ",
+      "KEN",
+      "KHM",
+      "KIR",
+      "KNA",
+      "KOR",
+      "KWT",
+      "LAO",
+      "LBN",
+      "LBY",
+      "LCA",
+      "LIE",
+      "LKA",
+      "LTU",
+      "LUX",
+      "LVA",
+      "MAC",
+      "MAR",
+      "MCO",
+      "MDG",
+      "MDV",
+      "MEX",
+      "MKD",
+      "MLI",
+      "MLT",
+      "MMR",
+      "MNE",
+      "MOZ",
+      "MRT",
+      "MUS",
+      "MWI",
+      "MYS",
+      "MYT",
+      "NAM",
+      "NCL",
+      "NGA",
+      "NIC",
+      "NLD",
+      "NOR",
+      "NPL",
+      "NZL",
+      "OMN",
+      "PAK",
+      "PAN",
+      "PER",
+      "PHL",
+      "PLW",
+      "POL",
+      "PRI",
+      "PRT",
+      "PRY",
+      "PYF",
+      "QAT",
+      "ROU",
+      "RUS",
+      "RWA",
+      "SAU",
+      "SDN",
+      "SEN",
+      "SGP",
+      "SLE",
+      "SLV",
+      "SMR",
+      "SRB",
+      "STP",
+      "SUR",
+      "SVK",
+      "SVN",
+      "SWE",
+      "SYC",
+      "SYR",
+      "TGO",
+      "THA",
+      "TJK",
+      "TMP",
+      "TUN",
+      "TUR",
+      "TWN",
+      "TZA",
+      "UGA",
+      "UKR",
+      "UMI",
+      "URY",
+      "USA",
+      "UZB",
+      "VEN",
+      "VGB",
+      "VNM",
+      "ZAF",
+      "ZMB",
+      "ZWE"
+    ],
+    "customer_type": [
+      "Contract",
+      "Group",
+      "Transient",
+      "Transient-Party"
+    ],
+    "deposit_type": [
+      "No Deposit",
+      "Non Refund",
+      "Refundable"
+    ],
+    "distribution_channel": [
+      "Corporate",
+      "Direct",
+      "GDS",
+      "TA/TO",
+      "Undefined"
+    ],
+    "hotel": [
+      "City Hotel",
+      "Resort Hotel"
+    ],
+    "market_segment": [
+      "Aviation",
+      "Complementary",
+      "Corporate",
+      "Direct",
+      "Groups",
+      "Offline TA/TO",
+      "Online TA",
+      "Undefined"
+    ],
+    "meal": [
+      "BB",
+      "FB",
+      "HB",
+      "SC",
+      "Undefined"
+    ],
+    "reservation_status": [
+      "Canceled",
+      "Check-Out",
+      "No-Show"
+    ],
+    "reserved_room_type": [
+      "A",
+      "B",
+      "C",
+      "D",
+      "E",
+      "F",
+      "G",
+      "H",
+      "L",
+      "P"
+    ]
+  }
+}
diff --git a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_003/test_current.csv b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_003/test_current.csv
index 638006281173ba302120cf07f0a10086c1a98cbc..b4e6862b1b30e34cbe2e649ff6f01fdc5e0ab5ab 100644
--- a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_003/test_current.csv
+++ b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_003/test_current.csv
@@ -1,16 +1,16 @@
-hotel,is_canceled,lead_time,arrival_date_year,arrival_date_month,arrival_date_week_number,arrival_date_day_of_month,stays_in_weekend_nights,stays_in_week_nights,adults,children,babies,meal,country,market_segment,distribution_channel,is_repeated_guest,previous_cancellations,previous_bookings_not_canceled,reserved_room_type,assigned_room_type,booking_changes,deposit_type,agent,company,days_in_waiting_list,customer_type,adr,required_car_parking_spaces,total_of_special_requests,reservation_status,reservation_status_date
-City Hotel,0,40,2016,March,13,20,1,0,2,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,88.2,0,0,Check-Out,2016-03-21
-City Hotel,0,38,2016,December,50,10,2,1,2,2.0,0,BB,PHL,Direct,Direct,0,0,0,E,E,0,No Deposit,14.0,,0,Transient,143.0,0,0,Check-Out,2016-12-13
-City Hotel,0,32,2015,October,43,24,1,1,1,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Contract,136.0,0,1,Check-Out,2015-10-26
-City Hotel,0,4,2016,August,36,30,0,2,3,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,175.0,0,2,Check-Out,2016-09-01
-City Hotel,0,89,2016,November,47,19,1,1,2,0.0,0,SC,FRA,Online TA,TA/TO,0,0,0,A,A,2,No Deposit,9.0,,0,Transient,79.2,0,3,Check-Out,2016-11-21
-Resort Hotel,0,287,2015,October,42,15,0,3,2,0.0,0,BB,GBR,Groups,Corporate,0,0,0,A,E,1,No Deposit,,223.0,0,Transient-Party,44.5,0,0,Check-Out,2015-10-18
-Resort Hotel,0,90,2016,October,44,29,2,3,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,,,0,Transient,54.08,0,1,Check-Out,2016-11-03
-City Hotel,0,176,2016,October,42,11,0,3,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,85.0,,0,Transient,80.75,0,0,Check-Out,2016-10-14
-City Hotel,0,180,2016,November,47,13,1,0,2,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,54.75,0,2,Check-Out,2016-11-14
-City Hotel,0,30,2015,October,42,16,2,2,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Contract,118.58,0,1,Check-Out,2015-10-20
-City Hotel,0,134,2016,October,42,15,2,1,2,1.0,0,BB,NLD,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,135.0,0,2,Check-Out,2016-10-18
-City Hotel,0,210,2016,August,34,16,0,2,2,0.0,1,SC,NLD,Online TA,TA/TO,0,0,0,A,A,4,No Deposit,9.0,,0,Transient,90.0,0,2,Check-Out,2016-08-18
-City Hotel,0,23,2017,January,2,11,0,1,1,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,9.0,,0,Transient,89.5,0,1,Check-Out,2017-01-12
-City Hotel,0,31,2016,February,6,5,0,1,2,0.0,0,BB,USA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,89.3,1,1,Check-Out,2016-02-06
-Resort Hotel,0,4,2016,November,48,21,1,1,1,0.0,0,BB,PRT,Complementary,Direct,0,0,0,A,D,0,No Deposit,,,0,Transient,0.0,0,0,Check-Out,2016-11-23
+hotel,lead_time,arrival_date_year,arrival_date_month,arrival_date_week_number,arrival_date_day_of_month,stays_in_weekend_nights,stays_in_week_nights,adults,children,babies,meal,country,market_segment,distribution_channel,is_repeated_guest,previous_cancellations,previous_bookings_not_canceled,reserved_room_type,assigned_room_type,booking_changes,deposit_type,agent,company,days_in_waiting_list,customer_type,adr,required_car_parking_spaces,total_of_special_requests,reservation_status
+City Hotel,40,2016,March,13,20,1,0,2,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,88.2,0,0,Check-Out
+City Hotel,38,2016,December,50,10,2,1,2,2.0,0,BB,PHL,Direct,Direct,0,0,0,E,E,0,No Deposit,14.0,,0,Transient,143.0,0,0,Check-Out
+City Hotel,32,2015,October,43,24,1,1,1,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Contract,136.0,0,1,Check-Out
+City Hotel,4,2016,August,36,30,0,2,3,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,175.0,0,2,Check-Out
+City Hotel,89,2016,November,47,19,1,1,2,0.0,0,SC,FRA,Online TA,TA/TO,0,0,0,A,A,2,No Deposit,9.0,,0,Transient,79.2,0,3,Check-Out
+Resort Hotel,287,2015,October,42,15,0,3,2,0.0,0,BB,GBR,Groups,Corporate,0,0,0,A,E,1,No Deposit,,223.0,0,Transient-Party,44.5,0,0,Check-Out
+Resort Hotel,90,2016,October,44,29,2,3,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,,,0,Transient,54.08,0,1,Check-Out
+City Hotel,176,2016,October,42,11,0,3,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,85.0,,0,Transient,80.75,0,0,Check-Out
+City Hotel,180,2016,November,47,13,1,0,2,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,54.75,0,2,Check-Out
+City Hotel,30,2015,October,42,16,2,2,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Contract,118.58,0,1,Check-Out
+City Hotel,134,2016,October,42,15,2,1,2,1.0,0,BB,NLD,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,135.0,0,2,Check-Out
+City Hotel,210,2016,August,34,16,0,2,2,0.0,1,SC,NLD,Online TA,TA/TO,0,0,0,A,A,4,No Deposit,9.0,,0,Transient,90.0,0,2,Check-Out
+City Hotel,23,2017,January,2,11,0,1,1,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,9.0,,0,Transient,89.5,0,1,Check-Out
+City Hotel,31,2016,February,6,5,0,1,2,0.0,0,BB,USA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,89.3,1,1,Check-Out
+Resort Hotel,4,2016,November,48,21,1,1,1,0.0,0,BB,PRT,Complementary,Direct,0,0,0,A,D,0,No Deposit,,,0,Transient,0.0,0,0,Check-Out
diff --git a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_004/Hotel_booking_demand_B4_004_current.json b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_004/Hotel_booking_demand_B4_004_current.json
index 2630930402607f230cf59fdb9aa02c493605f666..ddbaa0d28485d6476ff46386368cc922d6c4dd9f 100644
--- a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_004/Hotel_booking_demand_B4_004_current.json
+++ b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_004/Hotel_booking_demand_B4_004_current.json
@@ -1,7406 +1,7008 @@
 {
-    "id": "004",
-    "task_type": "B4",
-    "subtask_type": "list",
-    "perspective": "data_holder",
-    "dataset_name": "Hotel booking demand",
-    "table_path": "output/daily/classification/Hotel booking demand_B4/Hotel booking demand_B4_004/test.csv",
-    "query": "To better manage room inventory and last-minute sales, we need to identify bookings that are at significant risk of cancellation. I’ve provided our archives with all previous reservation outcomes. Could you highlight all the new records that closely mirror the profiles of past bookings that were Canceled?",
-    "meta_info": {
-        "domain": "daily"
+  "id": "004",
+  "task_type": "B4",
+  "subtask_type": "list",
+  "perspective": "data_holder",
+  "dataset_name": "Hotel booking demand",
+  "table_path": "output/daily/classification/Hotel booking demand_B4/Hotel booking demand_B4_004/test.csv",
+  "query": "To better manage room inventory and last-minute sales, we need to identify bookings that are at significant risk of cancellation. I’ve provided our archives with all previous reservation outcomes. Could you highlight all the new records that closely mirror the profiles of past bookings that were Canceled?",
+  "meta_info": {
+    "domain": "daily"
+  },
+  "final_decision": {},
+  "what_if": {},
+  "ground_truth": {
+    "extracted_features": [
+      {
+        "scenario_id": "002",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 108,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 13,
+          "arrival_date_day_of_month": 24,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 3,
+          "adults": 0,
+          "children": 2.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "B",
+          "assigned_room_type": "B",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 8.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 120.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "004",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 6,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "February",
+          "arrival_date_week_number": 6,
+          "arrival_date_day_of_month": 9,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "ESP",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 56.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "005",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 15,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 31,
+          "arrival_date_day_of_month": 31,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "CHN",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 173.0,
+          "required_car_parking_spaces": 1,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "008",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 2,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 41,
+          "arrival_date_day_of_month": 8,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "BEL",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 160.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "009",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 462,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 26,
+          "arrival_date_day_of_month": 1,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 229.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 112.67,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "014",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 111,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 23,
+          "arrival_date_day_of_month": 2,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "IRL",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "C",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 80.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "017",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 155,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 17,
+          "arrival_date_day_of_month": 28,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 2,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "DEU",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": 14.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 99.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "018",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 87,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 12,
+          "arrival_date_day_of_month": 14,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 4,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "FRA",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 72.25,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "019",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 213,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 21,
+          "arrival_date_day_of_month": 16,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "DEU",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 298.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 85.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "024",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 92,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 36,
+          "arrival_date_day_of_month": 3,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 7,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "ESP",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "E",
+          "assigned_room_type": "E",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 123.0,
+          "required_car_parking_spaces": 1,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "025",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 0,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 16,
+          "arrival_date_day_of_month": 11,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 3,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Corporate",
+          "distribution_channel": "Corporate",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 3,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": 47.0,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 39.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "028",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 1,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "December",
+          "arrival_date_week_number": 52,
+          "arrival_date_day_of_month": 24,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "DZA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 7.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 71.69,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "029",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 192,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 26,
+          "arrival_date_day_of_month": 24,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "SRB",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 34.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 95.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "041",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 177,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 15,
+          "arrival_date_day_of_month": 15,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "CN",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": 2.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 105.33,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "045",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 106,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 25,
+          "arrival_date_day_of_month": 19,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 3,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "FRA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 117.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "050",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 18,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "December",
+          "arrival_date_week_number": 51,
+          "arrival_date_day_of_month": 17,
+          "stays_in_weekend_nights": 4,
+          "stays_in_week_nights": 10,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 241.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 46.22,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "051",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 35,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "November",
+          "arrival_date_week_number": 46,
+          "arrival_date_day_of_month": 14,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "KOR",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 14.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 81.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "052",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 8,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 23,
+          "arrival_date_day_of_month": 6,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "JPN",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "E",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 8.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 150.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "054",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 217,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 35,
+          "arrival_date_day_of_month": 22,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 2.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "USA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "C",
+          "assigned_room_type": "C",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 242.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 174.0,
+          "required_car_parking_spaces": 1,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "057",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 23,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 35,
+          "arrival_date_day_of_month": 30,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 2.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "IDN",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "F",
+          "assigned_room_type": "F",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 250.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "059",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 10,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "December",
+          "arrival_date_week_number": 50,
+          "arrival_date_day_of_month": 10,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Corporate",
+          "distribution_channel": "Corporate",
+          "is_repeated_guest": 1,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 6,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": 40.0,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 74.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "062",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 12,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "February",
+          "arrival_date_week_number": 9,
+          "arrival_date_day_of_month": 24,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 4,
+          "adults": 2,
+          "children": 1.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "FRA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "D",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 158.5,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 3,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "064",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 72,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 20,
+          "arrival_date_day_of_month": 12,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 3,
+          "adults": 3,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "H",
+          "assigned_room_type": "H",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": 250.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 160.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "065",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 66,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 39,
+          "arrival_date_day_of_month": 20,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "CHE",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 89.25,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "071",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 179,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 18,
+          "arrival_date_day_of_month": 3,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 2,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 117.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "072",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 164,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 40,
+          "arrival_date_day_of_month": 2,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 19.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 100.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "074",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 151,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 12,
+          "arrival_date_day_of_month": 20,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 37.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 95.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "075",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 102,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 28,
+          "arrival_date_day_of_month": 10,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "ESP",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 211.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "076",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 8,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "January",
+          "arrival_date_week_number": 2,
+          "arrival_date_day_of_month": 10,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PER",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 7.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 75.08,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "077",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 6,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 15,
+          "arrival_date_day_of_month": 7,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 6,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 75.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "078",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 126,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 31,
+          "arrival_date_day_of_month": 25,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 5,
+          "adults": 2,
+          "children": 2.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "G",
+          "assigned_room_type": "G",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 302.86,
+          "required_car_parking_spaces": 1,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "079",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 0,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "December",
+          "arrival_date_week_number": 51,
+          "arrival_date_day_of_month": 16,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Corporate",
+          "distribution_channel": "Corporate",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": 31.0,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 35.0,
+          "required_car_parking_spaces": 1,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "080",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 29,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "November",
+          "arrival_date_week_number": 47,
+          "arrival_date_day_of_month": 19,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "IRL",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 115.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 26.1,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "083",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 99,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 22,
+          "arrival_date_day_of_month": 26,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "DEU",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 140.4,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "085",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 6,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 34,
+          "arrival_date_day_of_month": 19,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "BEL",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 14.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 79.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "087",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 165,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 24,
+          "arrival_date_day_of_month": 14,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 4,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "NLD",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 144.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "088",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 21,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "February",
+          "arrival_date_week_number": 8,
+          "arrival_date_day_of_month": 17,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "BRA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 79.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "089",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 1,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "December",
+          "arrival_date_week_number": 50,
+          "arrival_date_day_of_month": 6,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "ESP",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 83.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Group",
+          "adr": 66.0,
+          "required_car_parking_spaces": 1,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "093",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 148,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 19,
+          "arrival_date_day_of_month": 5,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "DEU",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 105.3,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "098",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 69,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 25,
+          "arrival_date_day_of_month": 12,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 4,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 236.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 120.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "099",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 30,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 25,
+          "arrival_date_day_of_month": 18,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 2.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "ITA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "F",
+          "assigned_room_type": "F",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 198.9,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 3,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "105",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 39,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 24,
+          "arrival_date_day_of_month": 11,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 7.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 112.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 3,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "113",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 90,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "December",
+          "arrival_date_week_number": 52,
+          "arrival_date_day_of_month": 19,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "NLD",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 64.8,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "116",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 20,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 41,
+          "arrival_date_day_of_month": 4,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "FRA",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 28.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 85.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "118",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 197,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 34,
+          "arrival_date_day_of_month": 18,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "FRA",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 28.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 112.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "119",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 21,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 28,
+          "arrival_date_day_of_month": 5,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 5,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "GBR",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 139.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "121",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 479,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 32,
+          "arrival_date_day_of_month": 9,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 229.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 112.67,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "123",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 236,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 20,
+          "arrival_date_day_of_month": 12,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "C",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 315.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 48.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "124",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 28,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 36,
+          "arrival_date_day_of_month": 1,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "E",
+          "assigned_room_type": "E",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": 14.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 173.2,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "125",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 15,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 13,
+          "arrival_date_day_of_month": 30,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 6,
+          "adults": 0,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "PRT",
+          "market_segment": "Corporate",
+          "distribution_channel": "Corporate",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": 523.0,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 0.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "126",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 0,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "February",
+          "arrival_date_week_number": 6,
+          "arrival_date_day_of_month": 7,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 0,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 1,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 314.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 0.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "127",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 325,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 25,
+          "arrival_date_day_of_month": 23,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 4,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 2,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 85.21,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "128",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 5,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 38,
+          "arrival_date_day_of_month": 17,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "GBR",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 154.0,
+          "required_car_parking_spaces": 1,
+          "total_of_special_requests": 4,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "129",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 36,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 43,
+          "arrival_date_day_of_month": 20,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Groups",
+          "distribution_channel": "Corporate",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 3,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 49.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "136",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 4,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 22,
+          "arrival_date_day_of_month": 1,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 122.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "138",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 11,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "February",
+          "arrival_date_week_number": 6,
+          "arrival_date_day_of_month": 10,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "FRA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 7.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 54.71,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "140",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 73,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "December",
+          "arrival_date_week_number": 49,
+          "arrival_date_day_of_month": 1,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "FRA",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 28.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 75.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "142",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 31,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "December",
+          "arrival_date_week_number": 53,
+          "arrival_date_day_of_month": 30,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 1,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 1,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 305.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "144",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 75,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 27,
+          "arrival_date_day_of_month": 8,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "GBR",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 120.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "146",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 130,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 30,
+          "arrival_date_day_of_month": 24,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 5,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 27.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 80.1,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "147",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 5,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 21,
+          "arrival_date_day_of_month": 23,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Corporate",
+          "distribution_channel": "Corporate",
+          "is_repeated_guest": 1,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 2,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": 40.0,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 65.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "148",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 74,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 38,
+          "arrival_date_day_of_month": 18,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 6.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 101.5,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "149",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 3,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "November",
+          "arrival_date_week_number": 45,
+          "arrival_date_day_of_month": 2,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 7.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 77.77,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "150",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 335,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 42,
+          "arrival_date_day_of_month": 13,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "FRA",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 56.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 80.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "151",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 268,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 25,
+          "arrival_date_day_of_month": 15,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 5,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": 241.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 57.15,
+          "required_car_parking_spaces": 1,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "158",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 42,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 38,
+          "arrival_date_day_of_month": 17,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "BEL",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Contract",
+          "adr": 111.6,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 3,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "159",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 152,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 35,
+          "arrival_date_day_of_month": 23,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 5,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "BEL",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 98.87,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "160",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 59,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "January",
+          "arrival_date_week_number": 5,
+          "arrival_date_day_of_month": 28,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 87.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 80.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "161",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 55,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 15,
+          "arrival_date_day_of_month": 6,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 56.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 104.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "162",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 32,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 17,
+          "arrival_date_day_of_month": 19,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 5,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "GBR",
+          "market_segment": "Groups",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "C",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 273.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 44.36,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "163",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 143,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 34,
+          "arrival_date_day_of_month": 14,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "FRA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 114.3,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "165",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 83,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 18,
+          "arrival_date_day_of_month": 26,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "GBR",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 171.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 75.6,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "176",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 28,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 43,
+          "arrival_date_day_of_month": 18,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "USA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 241.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 43.89,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "177",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 6,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "November",
+          "arrival_date_week_number": 47,
+          "arrival_date_day_of_month": 13,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 0,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Complementary",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "F",
+          "assigned_room_type": "F",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 45.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 0.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "186",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 121,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 21,
+          "arrival_date_day_of_month": 27,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 4,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": 168.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 89.1,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "188",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 12,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 32,
+          "arrival_date_day_of_month": 5,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "RUS",
+          "market_segment": "Corporate",
+          "distribution_channel": "Corporate",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": 38.0,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 65.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "194",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 56,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 20,
+          "arrival_date_day_of_month": 17,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 7.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 108.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "No-Show"
+        }
+      },
+      {
+        "scenario_id": "198",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 6,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 24,
+          "arrival_date_day_of_month": 12,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 0,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "FIN",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 14.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 144.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "202",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 7,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 12,
+          "arrival_date_day_of_month": 22,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 9,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 1,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "F",
+          "assigned_room_type": "F",
+          "booking_changes": 2,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 212.73,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "204",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 17,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 37,
+          "arrival_date_day_of_month": 8,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "CHE",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "E",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": 7.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 118.58,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "205",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 58,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 24,
+          "arrival_date_day_of_month": 10,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "ESP",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "D",
+          "booking_changes": 2,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 116.1,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "206",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 30,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 18,
+          "arrival_date_day_of_month": 1,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "LUX",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 179.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "207",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 258,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 27,
+          "arrival_date_day_of_month": 2,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 1,
+          "previous_cancellations": 2,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 1.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Contract",
+          "adr": 62.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "208",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 66,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 14,
+          "arrival_date_day_of_month": 1,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 92.7,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "213",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 156,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 19,
+          "arrival_date_day_of_month": 8,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 5,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "IRL",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "E",
+          "assigned_room_type": "E",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 434.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 102.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "214",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 235,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 27,
+          "arrival_date_day_of_month": 3,
+          "stays_in_weekend_nights": 4,
+          "stays_in_week_nights": 10,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 243.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Contract",
+          "adr": 106.85,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "217",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 63,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "February",
+          "arrival_date_week_number": 5,
+          "arrival_date_day_of_month": 4,
+          "stays_in_weekend_nights": 4,
+          "stays_in_week_nights": 10,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 250.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 39.84,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "219",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 49,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "November",
+          "arrival_date_week_number": 47,
+          "arrival_date_day_of_month": 14,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 5,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 42.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 80.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "No-Show"
+        }
+      },
+      {
+        "scenario_id": "222",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 12,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "January",
+          "arrival_date_week_number": 3,
+          "arrival_date_day_of_month": 16,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 90.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "224",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 16,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "November",
+          "arrival_date_week_number": 46,
+          "arrival_date_day_of_month": 6,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 3,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "DEU",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 169.6,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "228",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 66,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 31,
+          "arrival_date_day_of_month": 29,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 3,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "BRA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 137.7,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "231",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 4,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "February",
+          "arrival_date_week_number": 7,
+          "arrival_date_day_of_month": 12,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 28.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 85.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "232",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 117,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 35,
+          "arrival_date_day_of_month": 24,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 4,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 28.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 72.25,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "No-Show"
+        }
+      },
+      {
+        "scenario_id": "242",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 5,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 33,
+          "arrival_date_day_of_month": 10,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 5,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Contract",
+          "adr": 90.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "246",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 194,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 38,
+          "arrival_date_day_of_month": 12,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 101.4,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "250",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 97,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 18,
+          "arrival_date_day_of_month": 25,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "USA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 8.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 80.75,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "253",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 128,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 21,
+          "arrival_date_day_of_month": 26,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "NLD",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 135.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "261",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 37,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "February",
+          "arrival_date_week_number": 8,
+          "arrival_date_day_of_month": 25,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "F",
+          "assigned_room_type": "F",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 250.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 77.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "No-Show"
+        }
+      },
+      {
+        "scenario_id": "262",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 65,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "January",
+          "arrival_date_week_number": 1,
+          "arrival_date_day_of_month": 1,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 4,
+          "adults": 2,
+          "children": 2.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "CHE",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "F",
+          "assigned_room_type": "F",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": 14.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 152.5,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "270",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 166,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 26,
+          "arrival_date_day_of_month": 25,
+          "stays_in_weekend_nights": 4,
+          "stays_in_week_nights": 10,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "GBR",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": 243.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 110.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "271",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 98,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 45,
+          "arrival_date_day_of_month": 30,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "FRA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 90.45,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "276",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 29,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 13,
+          "arrival_date_day_of_month": 29,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 4,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "ESP",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": 250.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 67.5,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "278",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 43,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 18,
+          "arrival_date_day_of_month": 4,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Corporate",
+          "distribution_channel": "Corporate",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": 169.0,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 50.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "279",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 92,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 29,
+          "arrival_date_day_of_month": 16,
+          "stays_in_weekend_nights": 4,
+          "stays_in_week_nights": 6,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "PRT",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 1,
+          "previous_bookings_not_canceled": 1,
+          "reserved_room_type": "E",
+          "assigned_room_type": "E",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 195.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "280",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 194,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 33,
+          "arrival_date_day_of_month": 7,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 96.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 97.4,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "283",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 4,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "January",
+          "arrival_date_week_number": 2,
+          "arrival_date_day_of_month": 4,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 0,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "ESP",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 76.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "286",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 1,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 19,
+          "arrival_date_day_of_month": 9,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "ESP",
+          "market_segment": "Online TA",
+          "distribution_channel": "GDS",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 195.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 110.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "290",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 103,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 13,
+          "arrival_date_day_of_month": 27,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "Corporate",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 495.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 65.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "294",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 29,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "February",
+          "arrival_date_week_number": 8,
+          "arrival_date_day_of_month": 25,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 1,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 58.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "295",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 11,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "February",
+          "arrival_date_week_number": 7,
+          "arrival_date_day_of_month": 13,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 95.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "296",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 41,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "December",
+          "arrival_date_week_number": 49,
+          "arrival_date_day_of_month": 1,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "GBR",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 89.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 66.88,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "297",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 76,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 27,
+          "arrival_date_day_of_month": 2,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 0,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 403.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 80.1,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "299",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 20,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 22,
+          "arrival_date_day_of_month": 28,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "FRA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 143.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "300",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 8,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 20,
+          "arrival_date_day_of_month": 14,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "E",
+          "assigned_room_type": "E",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 314.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 91.18,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "301",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 81,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "November",
+          "arrival_date_week_number": 46,
+          "arrival_date_day_of_month": 6,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 2,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "DNK",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 8.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 146.6,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "305",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 111,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 14,
+          "arrival_date_day_of_month": 3,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "ISR",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 37.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 95.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "307",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 25,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "February",
+          "arrival_date_week_number": 8,
+          "arrival_date_day_of_month": 24,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 6.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 34.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "308",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 100,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 35,
+          "arrival_date_day_of_month": 26,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 2,
+          "adults": 3,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "ESP",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 150.3,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "311",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 10,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "January",
+          "arrival_date_week_number": 2,
+          "arrival_date_day_of_month": 12,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "CHE",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 48.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "312",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 9,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 16,
+          "arrival_date_day_of_month": 12,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "FRA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 131.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "314",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 24,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 13,
+          "arrival_date_day_of_month": 26,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "AUT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 1.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 100.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "319",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 92,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 12,
+          "arrival_date_day_of_month": 18,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 87.3,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "320",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 15,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "December",
+          "arrival_date_week_number": 50,
+          "arrival_date_day_of_month": 10,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 107.5,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "326",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 29,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 19,
+          "arrival_date_day_of_month": 9,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "POL",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 4,
+          "deposit_type": "No Deposit",
+          "agent": 39.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 130.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "330",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 67,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 43,
+          "arrival_date_day_of_month": 19,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 4,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 7.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 117.6,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "331",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 125,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 34,
+          "arrival_date_day_of_month": 19,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 4,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 134.0,
+          "required_car_parking_spaces": 1,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "333",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 169,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 32,
+          "arrival_date_day_of_month": 8,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 3,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 2,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 175.5,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "338",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 5,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 20,
+          "arrival_date_day_of_month": 15,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 0,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Complementary",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 1,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 1,
+          "reserved_room_type": "E",
+          "assigned_room_type": "E",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 40.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 0.0,
+          "required_car_parking_spaces": 1,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "339",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 102,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 42,
+          "arrival_date_day_of_month": 16,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "AUT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 6.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 109.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "342",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 183,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "November",
+          "arrival_date_week_number": 47,
+          "arrival_date_day_of_month": 18,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "GBR",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "I",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 411.0,
+          "company": null,
+          "days_in_waiting_list": 116,
+          "customer_type": "Transient-Party",
+          "adr": 52.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "343",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 1,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "December",
+          "arrival_date_week_number": 49,
+          "arrival_date_day_of_month": 3,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 65.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "344",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 149,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 26,
+          "arrival_date_day_of_month": 25,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 85.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 80.75,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "346",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 121,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 40,
+          "arrival_date_day_of_month": 25,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "NLD",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "F",
+          "assigned_room_type": "F",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 241.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 98.75,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "349",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 45,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 28,
+          "arrival_date_day_of_month": 9,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 2,
+          "adults": 3,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "E",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 145.35,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "351",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 156,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 17,
+          "arrival_date_day_of_month": 26,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 37.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 100.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "352",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 0,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 17,
+          "arrival_date_day_of_month": 19,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "IRL",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "G",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 77.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "353",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 247,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 24,
+          "arrival_date_day_of_month": 6,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "DEU",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 6.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 115.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "355",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 36,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "January",
+          "arrival_date_week_number": 4,
+          "arrival_date_day_of_month": 19,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "USA",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "D",
+          "booking_changes": 2,
+          "deposit_type": "No Deposit",
+          "agent": 19.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 71.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "356",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 36,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 22,
+          "arrival_date_day_of_month": 28,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "FIN",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "F",
+          "assigned_room_type": "F",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 250.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 142.0,
+          "required_car_parking_spaces": 1,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "359",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 80,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 27,
+          "arrival_date_day_of_month": 6,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 4,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "BEL",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 120.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "364",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 32,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "February",
+          "arrival_date_week_number": 6,
+          "arrival_date_day_of_month": 5,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "FRA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 2,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 89.3,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "370",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 19,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 41,
+          "arrival_date_day_of_month": 10,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 2.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "ESP",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "G",
+          "assigned_room_type": "G",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 117.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 3,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "371",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 82,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "January",
+          "arrival_date_week_number": 1,
+          "arrival_date_day_of_month": 7,
+          "stays_in_weekend_nights": 6,
+          "stays_in_week_nights": 16,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "BRA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 74.8,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 4,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "372",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 5,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "November",
+          "arrival_date_week_number": 48,
+          "arrival_date_day_of_month": 22,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 0,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "USA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 40.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "376",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 120,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 32,
+          "arrival_date_day_of_month": 5,
+          "stays_in_weekend_nights": 4,
+          "stays_in_week_nights": 10,
+          "adults": 2,
+          "children": 2.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "FRA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "G",
+          "assigned_room_type": "G",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 7.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 220.0,
+          "required_car_parking_spaces": 1,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "379",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 13,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 33,
+          "arrival_date_day_of_month": 8,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 5,
+          "adults": 3,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "DEU",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 161.1,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "380",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 74,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 14,
+          "arrival_date_day_of_month": 1,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "DEU",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 11.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 59.37,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "381",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 115,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "February",
+          "arrival_date_week_number": 9,
+          "arrival_date_day_of_month": 27,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 2,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "MOZ",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "E",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": 134.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 76.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "382",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 184,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 34,
+          "arrival_date_day_of_month": 20,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 126.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "388",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 1,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 22,
+          "arrival_date_day_of_month": 31,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Corporate",
+          "distribution_channel": "Corporate",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "C",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": 195.0,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 75.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "389",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 320,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 34,
+          "arrival_date_day_of_month": 18,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "DEU",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 6.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 115.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "395",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 58,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 13,
+          "arrival_date_day_of_month": 24,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 2.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "G",
+          "assigned_room_type": "G",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 115.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "397",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 102,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 18,
+          "arrival_date_day_of_month": 30,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 4,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 241.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 45.66,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "401",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 38,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 27,
+          "arrival_date_day_of_month": 27,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "DEU",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 28.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 63.75,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "402",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 203,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "December",
+          "arrival_date_week_number": 53,
+          "arrival_date_day_of_month": 30,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 2,
+          "adults": 3,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "DEU",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 2,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 120.7,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "404",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 34,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 41,
+          "arrival_date_day_of_month": 2,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 0,
+          "adults": 3,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "CHE",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 7.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 122.45,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "406",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 4,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 17,
+          "arrival_date_day_of_month": 26,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Corporate",
+          "distribution_channel": "Corporate",
+          "is_repeated_guest": 1,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 1,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": 112.0,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 45.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "408",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 28,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "February",
+          "arrival_date_week_number": 7,
+          "arrival_date_day_of_month": 10,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 6,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "FRA",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 171.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 55.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "409",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 168,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 12,
+          "arrival_date_day_of_month": 20,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 177.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 30.6,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "412",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 187,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 16,
+          "arrival_date_day_of_month": 11,
+          "stays_in_weekend_nights": 3,
+          "stays_in_week_nights": 7,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "GBR",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "E",
+          "assigned_room_type": "E",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 108.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "413",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 57,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 29,
+          "arrival_date_day_of_month": 15,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "FB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 305.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 107.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "414",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 21,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 11,
+          "arrival_date_day_of_month": 14,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "ESP",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 2,
+          "deposit_type": "No Deposit",
+          "agent": 254.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 251.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "415",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 97,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 11,
+          "arrival_date_day_of_month": 12,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "FRA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 78.3,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "420",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 243,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 40,
+          "arrival_date_day_of_month": 27,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 6,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "DEU",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 28.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 80.75,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "421",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 24,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 13,
+          "arrival_date_day_of_month": 26,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "AUT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 1.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 100.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "423",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 56,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 15,
+          "arrival_date_day_of_month": 10,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 1.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "ESP",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "D",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": 14.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 195.0,
+          "required_car_parking_spaces": 1,
+          "total_of_special_requests": 3,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "428",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 40,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "January",
+          "arrival_date_week_number": 3,
+          "arrival_date_day_of_month": 16,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "Undefined",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "C",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 55.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "429",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 208,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 32,
+          "arrival_date_day_of_month": 2,
+          "stays_in_weekend_nights": 4,
+          "stays_in_week_nights": 12,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "E",
+          "assigned_room_type": "E",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 156.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 141.1,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "434",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 349,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 41,
+          "arrival_date_day_of_month": 4,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 5,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "DEU",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 58.0,
+          "company": null,
+          "days_in_waiting_list": 162,
+          "customer_type": "Transient-Party",
+          "adr": 123.33,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "435",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 65,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "December",
+          "arrival_date_week_number": 52,
+          "arrival_date_day_of_month": 21,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 4,
+          "adults": 3,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "FRA",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "D",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": 22.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 122.65,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "436",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 1,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 33,
+          "arrival_date_day_of_month": 11,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GRC",
+          "market_segment": "Corporate",
+          "distribution_channel": "Corporate",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": 38.0,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 70.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "438",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 131,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 16,
+          "arrival_date_day_of_month": 16,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 5,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "CHE",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 493.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Contract",
+          "adr": 80.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "441",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 195,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 39,
+          "arrival_date_day_of_month": 22,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 5,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 243.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Contract",
+          "adr": 53.85,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "442",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 115,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "February",
+          "arrival_date_week_number": 9,
+          "arrival_date_day_of_month": 27,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 2,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": 134.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 76.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "450",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 22,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 31,
+          "arrival_date_day_of_month": 31,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 4,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "SWE",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 225.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "453",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 218,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 19,
+          "arrival_date_day_of_month": 8,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 5,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 82.0,
+          "required_car_parking_spaces": 1,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "454",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 51,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 13,
+          "arrival_date_day_of_month": 21,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "B",
+          "assigned_room_type": "B",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 83.3,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "457",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 6,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 13,
+          "arrival_date_day_of_month": 23,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "ESP",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 66.5,
+          "required_car_parking_spaces": 1,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "459",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 34,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 38,
+          "arrival_date_day_of_month": 13,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 4,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "FRA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Contract",
+          "adr": 94.95,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "460",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 48,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 17,
+          "arrival_date_day_of_month": 26,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 1.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "IND",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 144.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "468",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 262,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 39,
+          "arrival_date_day_of_month": 21,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "BEL",
+          "market_segment": "Groups",
+          "distribution_channel": "Corporate",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 183.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 91.2,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "470",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 180,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 19,
+          "arrival_date_day_of_month": 2,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "ITA",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 3.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 100.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "471",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 386,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 44,
+          "arrival_date_day_of_month": 23,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 0,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "DEU",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 6.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 115.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "474",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 4,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 29,
+          "arrival_date_day_of_month": 17,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Corporate",
+          "distribution_channel": "Corporate",
+          "is_repeated_guest": 1,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 19,
+          "reserved_room_type": "A",
+          "assigned_room_type": "C",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": 40.0,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 65.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "475",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 46,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 25,
+          "arrival_date_day_of_month": 17,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Complementary",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 0.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "476",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 0,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "February",
+          "arrival_date_week_number": 6,
+          "arrival_date_day_of_month": 5,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 0,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 2,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 79.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "477",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 168,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 37,
+          "arrival_date_day_of_month": 11,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 1.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 60.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "478",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 212,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 21,
+          "arrival_date_day_of_month": 20,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "DEU",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 21.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 78.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "479",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 92,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 13,
+          "arrival_date_day_of_month": 1,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "C",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 48.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "480",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 35,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 43,
+          "arrival_date_day_of_month": 20,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 4,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "FRA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Contract",
+          "adr": 96.3,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "481",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 360,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 34,
+          "arrival_date_day_of_month": 18,
+          "stays_in_weekend_nights": 4,
+          "stays_in_week_nights": 10,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 40.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Contract",
+          "adr": 59.8,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "485",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 54,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "February",
+          "arrival_date_week_number": 9,
+          "arrival_date_day_of_month": 28,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 4,
+          "adults": 3,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "JPN",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "E",
+          "assigned_room_type": "E",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 116.88,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "488",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 218,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 34,
+          "arrival_date_day_of_month": 22,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 5,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "IRL",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": 250.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 170.38,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "491",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 4,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 29,
+          "arrival_date_day_of_month": 11,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 0,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 151.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "493",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 30,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 42,
+          "arrival_date_day_of_month": 15,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "ESP",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 6.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 42.0,
+          "required_car_parking_spaces": 1,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "496",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 55,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 40,
+          "arrival_date_day_of_month": 29,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 5,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 69.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Contract",
+          "adr": 44.5,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "497",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 9,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 36,
+          "arrival_date_day_of_month": 29,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 4,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "NLD",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 128.4,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "498",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 66,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 17,
+          "arrival_date_day_of_month": 19,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 4,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "FRA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 112.2,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "500",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 288,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 17,
+          "arrival_date_day_of_month": 21,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 1.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 62.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      }
+    ],
+    "target_column": "reservation_status",
+    "task_sub_type": "classification",
+    "ranking_ground_truth": {
+      "top_k_ids": [
+        "057",
+        "098",
+        "148",
+        "207",
+        "279",
+        "290",
+        "297",
+        "307",
+        "330",
+        "351",
+        "395",
+        "402",
+        "415",
+        "429",
+        "500"
+      ]
     },
-    "final_decision": {},
-    "what_if": {},
-    "ground_truth": {
-        "extracted_features": [
-            {
-                "scenario_id": "002",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 108,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 13,
-                    "arrival_date_day_of_month": 24,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 3,
-                    "adults": 0,
-                    "children": 2.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "B",
-                    "assigned_room_type": "B",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 8.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 120.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-03-29"
-                }
-            },
-            {
-                "scenario_id": "004",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 6,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "February",
-                    "arrival_date_week_number": 6,
-                    "arrival_date_day_of_month": 9,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "ESP",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 56.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-02-10"
-                }
-            },
-            {
-                "scenario_id": "005",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 15,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 31,
-                    "arrival_date_day_of_month": 31,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "CHN",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 173.0,
-                    "required_car_parking_spaces": 1,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-08-02"
-                }
-            },
-            {
-                "scenario_id": "008",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 2,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 41,
-                    "arrival_date_day_of_month": 8,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "BEL",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 160.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-10-10"
-                }
-            },
-            {
-                "scenario_id": "009",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 462,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 26,
-                    "arrival_date_day_of_month": 1,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 229.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 112.67,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-07-04"
-                }
-            },
-            {
-                "scenario_id": "014",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 111,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 23,
-                    "arrival_date_day_of_month": 2,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "IRL",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "C",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 80.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-06-05"
-                }
-            },
-            {
-                "scenario_id": "017",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 155,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 17,
-                    "arrival_date_day_of_month": 28,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 2,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "DEU",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": 14.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 99.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-05-02"
-                }
-            },
-            {
-                "scenario_id": "018",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 87,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 12,
-                    "arrival_date_day_of_month": 14,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 4,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "FRA",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 72.25,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-03-19"
-                }
-            },
-            {
-                "scenario_id": "019",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 213,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 21,
-                    "arrival_date_day_of_month": 16,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "DEU",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 298.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 85.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-05-18"
-                }
-            },
-            {
-                "scenario_id": "024",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 92,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 36,
-                    "arrival_date_day_of_month": 3,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 7,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "ESP",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "E",
-                    "assigned_room_type": "E",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 123.0,
-                    "required_car_parking_spaces": 1,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-09-12"
-                }
-            },
-            {
-                "scenario_id": "025",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 0,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 16,
-                    "arrival_date_day_of_month": 11,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 3,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Corporate",
-                    "distribution_channel": "Corporate",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 3,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": 47.0,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 39.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-04-15"
-                }
-            },
-            {
-                "scenario_id": "028",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 1,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "December",
-                    "arrival_date_week_number": 52,
-                    "arrival_date_day_of_month": 24,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "DZA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 7.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 71.69,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-12-26"
-                }
-            },
-            {
-                "scenario_id": "029",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 192,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 26,
-                    "arrival_date_day_of_month": 24,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "SRB",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 34.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 95.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-06-26"
-                }
-            },
-            {
-                "scenario_id": "041",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 177,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 15,
-                    "arrival_date_day_of_month": 15,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "CN",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": 2.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 105.33,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-04-18"
-                }
-            },
-            {
-                "scenario_id": "045",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 106,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 25,
-                    "arrival_date_day_of_month": 19,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 3,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "FRA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 117.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-06-23"
-                }
-            },
-            {
-                "scenario_id": "050",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 18,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "December",
-                    "arrival_date_week_number": 51,
-                    "arrival_date_day_of_month": 17,
-                    "stays_in_weekend_nights": 4,
-                    "stays_in_week_nights": 10,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 241.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 46.22,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-12-31"
-                }
-            },
-            {
-                "scenario_id": "051",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 35,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "November",
-                    "arrival_date_week_number": 46,
-                    "arrival_date_day_of_month": 14,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "KOR",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 14.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 81.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-11-16"
-                }
-            },
-            {
-                "scenario_id": "052",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 8,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 23,
-                    "arrival_date_day_of_month": 6,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "JPN",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "E",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 8.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 150.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-06-07"
-                }
-            },
-            {
-                "scenario_id": "054",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 217,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 35,
-                    "arrival_date_day_of_month": 22,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 2.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "USA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "C",
-                    "assigned_room_type": "C",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 242.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 174.0,
-                    "required_car_parking_spaces": 1,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-08-25"
-                }
-            },
-            {
-                "scenario_id": "057",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 23,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 35,
-                    "arrival_date_day_of_month": 30,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 2.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "IDN",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "F",
-                    "assigned_room_type": "F",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 250.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-08-08"
-                }
-            },
-            {
-                "scenario_id": "059",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 10,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "December",
-                    "arrival_date_week_number": 50,
-                    "arrival_date_day_of_month": 10,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Corporate",
-                    "distribution_channel": "Corporate",
-                    "is_repeated_guest": 1,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 6,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": 40.0,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 74.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-12-11"
-                }
-            },
-            {
-                "scenario_id": "062",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 12,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "February",
-                    "arrival_date_week_number": 9,
-                    "arrival_date_day_of_month": 24,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 4,
-                    "adults": 2,
-                    "children": 1.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "FRA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "D",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 158.5,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 3,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-02-28"
-                }
-            },
-            {
-                "scenario_id": "064",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 72,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 20,
-                    "arrival_date_day_of_month": 12,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 3,
-                    "adults": 3,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "H",
-                    "assigned_room_type": "H",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": 250.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 160.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-05-16"
-                }
-            },
-            {
-                "scenario_id": "065",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 66,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 39,
-                    "arrival_date_day_of_month": 20,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "CHE",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 89.25,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-09-25"
-                }
-            },
-            {
-                "scenario_id": "071",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 179,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 18,
-                    "arrival_date_day_of_month": 3,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 2,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 117.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-05-06"
-                }
-            },
-            {
-                "scenario_id": "072",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 164,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 40,
-                    "arrival_date_day_of_month": 2,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 19.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 100.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-10-04"
-                }
-            },
-            {
-                "scenario_id": "074",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 151,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 12,
-                    "arrival_date_day_of_month": 20,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 37.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 95.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-03-22"
-                }
-            },
-            {
-                "scenario_id": "075",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 102,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 28,
-                    "arrival_date_day_of_month": 10,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "ESP",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 211.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-07-13"
-                }
-            },
-            {
-                "scenario_id": "076",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 8,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "January",
-                    "arrival_date_week_number": 2,
-                    "arrival_date_day_of_month": 10,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PER",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 7.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 75.08,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-01-12"
-                }
-            },
-            {
-                "scenario_id": "077",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 6,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 15,
-                    "arrival_date_day_of_month": 7,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 6,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 75.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-04-15"
-                }
-            },
-            {
-                "scenario_id": "078",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 126,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 31,
-                    "arrival_date_day_of_month": 25,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 5,
-                    "adults": 2,
-                    "children": 2.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "G",
-                    "assigned_room_type": "G",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 302.86,
-                    "required_car_parking_spaces": 1,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-08-01"
-                }
-            },
-            {
-                "scenario_id": "079",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 0,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "December",
-                    "arrival_date_week_number": 51,
-                    "arrival_date_day_of_month": 16,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Corporate",
-                    "distribution_channel": "Corporate",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": 31.0,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 35.0,
-                    "required_car_parking_spaces": 1,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-12-17"
-                }
-            },
-            {
-                "scenario_id": "080",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 29,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "November",
-                    "arrival_date_week_number": 47,
-                    "arrival_date_day_of_month": 19,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "IRL",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 115.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 26.1,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-11-23"
-                }
-            },
-            {
-                "scenario_id": "083",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 99,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 22,
-                    "arrival_date_day_of_month": 26,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "DEU",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 140.4,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-05-29"
-                }
-            },
-            {
-                "scenario_id": "085",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 6,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 34,
-                    "arrival_date_day_of_month": 19,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "BEL",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 14.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 79.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-08-22"
-                }
-            },
-            {
-                "scenario_id": "087",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 165,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 24,
-                    "arrival_date_day_of_month": 14,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 4,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "NLD",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 144.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-06-18"
-                }
-            },
-            {
-                "scenario_id": "088",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 21,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "February",
-                    "arrival_date_week_number": 8,
-                    "arrival_date_day_of_month": 17,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "BRA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 79.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-02-20"
-                }
-            },
-            {
-                "scenario_id": "089",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 1,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "December",
-                    "arrival_date_week_number": 50,
-                    "arrival_date_day_of_month": 6,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "ESP",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 83.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Group",
-                    "adr": 66.0,
-                    "required_car_parking_spaces": 1,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-12-09"
-                }
-            },
-            {
-                "scenario_id": "093",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 148,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 19,
-                    "arrival_date_day_of_month": 5,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "DEU",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 105.3,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-05-08"
-                }
-            },
-            {
-                "scenario_id": "098",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 69,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 25,
-                    "arrival_date_day_of_month": 12,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 4,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 236.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 120.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-04-27"
-                }
-            },
-            {
-                "scenario_id": "099",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 30,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 25,
-                    "arrival_date_day_of_month": 18,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 2.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "ITA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "F",
-                    "assigned_room_type": "F",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 198.9,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 3,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-06-21"
-                }
-            },
-            {
-                "scenario_id": "105",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 39,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 24,
-                    "arrival_date_day_of_month": 11,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 7.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 112.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 3,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-06-15"
-                }
-            },
-            {
-                "scenario_id": "113",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 90,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "December",
-                    "arrival_date_week_number": 52,
-                    "arrival_date_day_of_month": 19,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "NLD",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 64.8,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-12-23"
-                }
-            },
-            {
-                "scenario_id": "116",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 20,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 41,
-                    "arrival_date_day_of_month": 4,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "FRA",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 28.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 85.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-10-06"
-                }
-            },
-            {
-                "scenario_id": "118",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 197,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 34,
-                    "arrival_date_day_of_month": 18,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "FRA",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 28.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 112.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-08-21"
-                }
-            },
-            {
-                "scenario_id": "119",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 21,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 28,
-                    "arrival_date_day_of_month": 5,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 5,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "GBR",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 139.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-07-10"
-                }
-            },
-            {
-                "scenario_id": "121",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 479,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 32,
-                    "arrival_date_day_of_month": 9,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 229.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 112.67,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-08-12"
-                }
-            },
-            {
-                "scenario_id": "123",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 236,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 20,
-                    "arrival_date_day_of_month": 12,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "C",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 315.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 48.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-05-15"
-                }
-            },
-            {
-                "scenario_id": "124",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 28,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 36,
-                    "arrival_date_day_of_month": 1,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "E",
-                    "assigned_room_type": "E",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": 14.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 173.2,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-09-04"
-                }
-            },
-            {
-                "scenario_id": "125",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 15,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 13,
-                    "arrival_date_day_of_month": 30,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 6,
-                    "adults": 0,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "PRT",
-                    "market_segment": "Corporate",
-                    "distribution_channel": "Corporate",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": 523.0,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 0.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-04-07"
-                }
-            },
-            {
-                "scenario_id": "126",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 0,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "February",
-                    "arrival_date_week_number": 6,
-                    "arrival_date_day_of_month": 7,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 0,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 1,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 314.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 0.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-02-07"
-                }
-            },
-            {
-                "scenario_id": "127",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 325,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 25,
-                    "arrival_date_day_of_month": 23,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 4,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 2,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 85.21,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-06-29"
-                }
-            },
-            {
-                "scenario_id": "128",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 5,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 38,
-                    "arrival_date_day_of_month": 17,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "GBR",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 154.0,
-                    "required_car_parking_spaces": 1,
-                    "total_of_special_requests": 4,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-09-19"
-                }
-            },
-            {
-                "scenario_id": "129",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 36,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 43,
-                    "arrival_date_day_of_month": 20,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Groups",
-                    "distribution_channel": "Corporate",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 3,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 49.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-10-24"
-                }
-            },
-            {
-                "scenario_id": "136",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 4,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 22,
-                    "arrival_date_day_of_month": 1,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 122.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-06-03"
-                }
-            },
-            {
-                "scenario_id": "138",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 11,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "February",
-                    "arrival_date_week_number": 6,
-                    "arrival_date_day_of_month": 10,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "FRA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 7.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 54.71,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-02-14"
-                }
-            },
-            {
-                "scenario_id": "140",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 73,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "December",
-                    "arrival_date_week_number": 49,
-                    "arrival_date_day_of_month": 1,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "FRA",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 28.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 75.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-12-04"
-                }
-            },
-            {
-                "scenario_id": "142",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 31,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "December",
-                    "arrival_date_week_number": 53,
-                    "arrival_date_day_of_month": 30,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 1,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 1,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 305.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-01-01"
-                }
-            },
-            {
-                "scenario_id": "144",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 75,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 27,
-                    "arrival_date_day_of_month": 8,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "GBR",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 120.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-07-11"
-                }
-            },
-            {
-                "scenario_id": "146",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 130,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 30,
-                    "arrival_date_day_of_month": 24,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 5,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 27.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 80.1,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-07-31"
-                }
-            },
-            {
-                "scenario_id": "147",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 5,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 21,
-                    "arrival_date_day_of_month": 23,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Corporate",
-                    "distribution_channel": "Corporate",
-                    "is_repeated_guest": 1,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 2,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": 40.0,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 65.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-05-26"
-                }
-            },
-            {
-                "scenario_id": "148",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 74,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 38,
-                    "arrival_date_day_of_month": 18,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 6.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 101.5,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-07-06"
-                }
-            },
-            {
-                "scenario_id": "149",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 3,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "November",
-                    "arrival_date_week_number": 45,
-                    "arrival_date_day_of_month": 2,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 7.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 77.77,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-11-04"
-                }
-            },
-            {
-                "scenario_id": "150",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 335,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 42,
-                    "arrival_date_day_of_month": 13,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "FRA",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 56.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 80.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-10-16"
-                }
-            },
-            {
-                "scenario_id": "151",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 268,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 25,
-                    "arrival_date_day_of_month": 15,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 5,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": 241.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 57.15,
-                    "required_car_parking_spaces": 1,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-06-22"
-                }
-            },
-            {
-                "scenario_id": "158",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 42,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 38,
-                    "arrival_date_day_of_month": 17,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "BEL",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Contract",
-                    "adr": 111.6,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 3,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-09-20"
-                }
-            },
-            {
-                "scenario_id": "159",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 152,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 35,
-                    "arrival_date_day_of_month": 23,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 5,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "BEL",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 98.87,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-08-30"
-                }
-            },
-            {
-                "scenario_id": "160",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 59,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "January",
-                    "arrival_date_week_number": 5,
-                    "arrival_date_day_of_month": 28,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 87.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 80.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-01-29"
-                }
-            },
-            {
-                "scenario_id": "161",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 55,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 15,
-                    "arrival_date_day_of_month": 6,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 56.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 104.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-04-07"
-                }
-            },
-            {
-                "scenario_id": "162",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 32,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 17,
-                    "arrival_date_day_of_month": 19,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 5,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "GBR",
-                    "market_segment": "Groups",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "C",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 273.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 44.36,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-04-26"
-                }
-            },
-            {
-                "scenario_id": "163",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 143,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 34,
-                    "arrival_date_day_of_month": 14,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "FRA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 114.3,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-08-18"
-                }
-            },
-            {
-                "scenario_id": "165",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 83,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 18,
-                    "arrival_date_day_of_month": 26,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "GBR",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 171.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 75.6,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-04-29"
-                }
-            },
-            {
-                "scenario_id": "176",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 28,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 43,
-                    "arrival_date_day_of_month": 18,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "USA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 241.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 43.89,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-10-20"
-                }
-            },
-            {
-                "scenario_id": "177",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 6,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "November",
-                    "arrival_date_week_number": 47,
-                    "arrival_date_day_of_month": 13,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 0,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Complementary",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "F",
-                    "assigned_room_type": "F",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 45.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 0.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-11-14"
-                }
-            },
-            {
-                "scenario_id": "186",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 121,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 21,
-                    "arrival_date_day_of_month": 27,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 4,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": 168.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 89.1,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-06-02"
-                }
-            },
-            {
-                "scenario_id": "188",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 12,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 32,
-                    "arrival_date_day_of_month": 5,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "RUS",
-                    "market_segment": "Corporate",
-                    "distribution_channel": "Corporate",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": 38.0,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 65.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-08-08"
-                }
-            },
-            {
-                "scenario_id": "194",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 56,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 20,
-                    "arrival_date_day_of_month": 17,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 7.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 108.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "No-Show",
-                    "reservation_status_date": "2017-05-17"
-                }
-            },
-            {
-                "scenario_id": "198",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 6,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 24,
-                    "arrival_date_day_of_month": 12,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 0,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "FIN",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 14.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 144.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-06-13"
-                }
-            },
-            {
-                "scenario_id": "202",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 7,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 12,
-                    "arrival_date_day_of_month": 22,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 9,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 1,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "F",
-                    "assigned_room_type": "F",
-                    "booking_changes": 2,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 212.73,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-04-02"
-                }
-            },
-            {
-                "scenario_id": "204",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 17,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 37,
-                    "arrival_date_day_of_month": 8,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "CHE",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "E",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": 7.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 118.58,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-09-09"
-                }
-            },
-            {
-                "scenario_id": "205",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 58,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 24,
-                    "arrival_date_day_of_month": 10,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "ESP",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "D",
-                    "booking_changes": 2,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 116.1,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-06-13"
-                }
-            },
-            {
-                "scenario_id": "206",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 30,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 18,
-                    "arrival_date_day_of_month": 1,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "LUX",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 179.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-05-05"
-                }
-            },
-            {
-                "scenario_id": "207",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 258,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 27,
-                    "arrival_date_day_of_month": 2,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 1,
-                    "previous_cancellations": 2,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 1.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Contract",
-                    "adr": 62.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-01-01"
-                }
-            },
-            {
-                "scenario_id": "208",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 66,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 14,
-                    "arrival_date_day_of_month": 1,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 92.7,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-04-04"
-                }
-            },
-            {
-                "scenario_id": "213",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 156,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 19,
-                    "arrival_date_day_of_month": 8,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 5,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "IRL",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "E",
-                    "assigned_room_type": "E",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 434.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 102.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-05-15"
-                }
-            },
-            {
-                "scenario_id": "214",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 235,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 27,
-                    "arrival_date_day_of_month": 3,
-                    "stays_in_weekend_nights": 4,
-                    "stays_in_week_nights": 10,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 243.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Contract",
-                    "adr": 106.85,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-07-17"
-                }
-            },
-            {
-                "scenario_id": "217",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 63,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "February",
-                    "arrival_date_week_number": 5,
-                    "arrival_date_day_of_month": 4,
-                    "stays_in_weekend_nights": 4,
-                    "stays_in_week_nights": 10,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 250.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 39.84,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-02-18"
-                }
-            },
-            {
-                "scenario_id": "219",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 49,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "November",
-                    "arrival_date_week_number": 47,
-                    "arrival_date_day_of_month": 14,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 5,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 42.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 80.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "No-Show",
-                    "reservation_status_date": "2016-11-14"
-                }
-            },
-            {
-                "scenario_id": "222",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 12,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "January",
-                    "arrival_date_week_number": 3,
-                    "arrival_date_day_of_month": 16,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 90.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-01-18"
-                }
-            },
-            {
-                "scenario_id": "224",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 16,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "November",
-                    "arrival_date_week_number": 46,
-                    "arrival_date_day_of_month": 6,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 3,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "DEU",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 169.6,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-11-11"
-                }
-            },
-            {
-                "scenario_id": "228",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 66,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 31,
-                    "arrival_date_day_of_month": 29,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 3,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "BRA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 137.7,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-07-30"
-                }
-            },
-            {
-                "scenario_id": "231",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 4,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "February",
-                    "arrival_date_week_number": 7,
-                    "arrival_date_day_of_month": 12,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 28.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 85.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-02-16"
-                }
-            },
-            {
-                "scenario_id": "232",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 117,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 35,
-                    "arrival_date_day_of_month": 24,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 4,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 28.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 72.25,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "No-Show",
-                    "reservation_status_date": "2016-08-24"
-                }
-            },
-            {
-                "scenario_id": "242",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 5,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 33,
-                    "arrival_date_day_of_month": 10,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 5,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Contract",
-                    "adr": 90.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-08-16"
-                }
-            },
-            {
-                "scenario_id": "246",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 194,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 38,
-                    "arrival_date_day_of_month": 12,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 101.4,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-09-16"
-                }
-            },
-            {
-                "scenario_id": "250",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 97,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 18,
-                    "arrival_date_day_of_month": 25,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "USA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 8.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 80.75,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-04-29"
-                }
-            },
-            {
-                "scenario_id": "253",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 128,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 21,
-                    "arrival_date_day_of_month": 26,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "NLD",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 135.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-05-28"
-                }
-            },
-            {
-                "scenario_id": "261",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 37,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "February",
-                    "arrival_date_week_number": 8,
-                    "arrival_date_day_of_month": 25,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "F",
-                    "assigned_room_type": "F",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 250.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 77.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "No-Show",
-                    "reservation_status_date": "2017-02-25"
-                }
-            },
-            {
-                "scenario_id": "262",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 65,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "January",
-                    "arrival_date_week_number": 1,
-                    "arrival_date_day_of_month": 1,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 4,
-                    "adults": 2,
-                    "children": 2.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "CHE",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "F",
-                    "assigned_room_type": "F",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": 14.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 152.5,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-01-07"
-                }
-            },
-            {
-                "scenario_id": "270",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 166,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 26,
-                    "arrival_date_day_of_month": 25,
-                    "stays_in_weekend_nights": 4,
-                    "stays_in_week_nights": 10,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "GBR",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": 243.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 110.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-07-09"
-                }
-            },
-            {
-                "scenario_id": "271",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 98,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 45,
-                    "arrival_date_day_of_month": 30,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "FRA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 90.45,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-11-03"
-                }
-            },
-            {
-                "scenario_id": "276",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 29,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 13,
-                    "arrival_date_day_of_month": 29,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 4,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "ESP",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": 250.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 67.5,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-04-02"
-                }
-            },
-            {
-                "scenario_id": "278",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 43,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 18,
-                    "arrival_date_day_of_month": 4,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Corporate",
-                    "distribution_channel": "Corporate",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": 169.0,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 50.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-05-05"
-                }
-            },
-            {
-                "scenario_id": "279",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 92,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 29,
-                    "arrival_date_day_of_month": 16,
-                    "stays_in_weekend_nights": 4,
-                    "stays_in_week_nights": 6,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "PRT",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 1,
-                    "previous_bookings_not_canceled": 1,
-                    "reserved_room_type": "E",
-                    "assigned_room_type": "E",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 195.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-06-15"
-                }
-            },
-            {
-                "scenario_id": "280",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 194,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 33,
-                    "arrival_date_day_of_month": 7,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 96.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 97.4,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-08-11"
-                }
-            },
-            {
-                "scenario_id": "283",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 4,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "January",
-                    "arrival_date_week_number": 2,
-                    "arrival_date_day_of_month": 4,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 0,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "ESP",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 76.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-01-05"
-                }
-            },
-            {
-                "scenario_id": "286",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 1,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 19,
-                    "arrival_date_day_of_month": 9,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "ESP",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "GDS",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 195.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 110.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-05-10"
-                }
-            },
-            {
-                "scenario_id": "290",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 103,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 13,
-                    "arrival_date_day_of_month": 27,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "Corporate",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 495.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 65.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-12-23"
-                }
-            },
-            {
-                "scenario_id": "294",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 29,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "February",
-                    "arrival_date_week_number": 8,
-                    "arrival_date_day_of_month": 25,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 1,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 58.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-02-27"
-                }
-            },
-            {
-                "scenario_id": "295",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 11,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "February",
-                    "arrival_date_week_number": 7,
-                    "arrival_date_day_of_month": 13,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 95.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-02-14"
-                }
-            },
-            {
-                "scenario_id": "296",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 41,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "December",
-                    "arrival_date_week_number": 49,
-                    "arrival_date_day_of_month": 1,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "GBR",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 89.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 66.88,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-12-04"
-                }
-            },
-            {
-                "scenario_id": "297",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 76,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 27,
-                    "arrival_date_day_of_month": 2,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 0,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 403.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 80.1,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-04-17"
-                }
-            },
-            {
-                "scenario_id": "299",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 20,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 22,
-                    "arrival_date_day_of_month": 28,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "FRA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 143.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-05-30"
-                }
-            },
-            {
-                "scenario_id": "300",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 8,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 20,
-                    "arrival_date_day_of_month": 14,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "E",
-                    "assigned_room_type": "E",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 314.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 91.18,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-05-18"
-                }
-            },
-            {
-                "scenario_id": "301",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 81,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "November",
-                    "arrival_date_week_number": 46,
-                    "arrival_date_day_of_month": 6,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 2,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "DNK",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 8.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 146.6,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-11-10"
-                }
-            },
-            {
-                "scenario_id": "305",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 111,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 14,
-                    "arrival_date_day_of_month": 3,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "ISR",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 37.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 95.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-04-05"
-                }
-            },
-            {
-                "scenario_id": "307",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 25,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "February",
-                    "arrival_date_week_number": 8,
-                    "arrival_date_day_of_month": 24,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 6.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 34.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-02-14"
-                }
-            },
-            {
-                "scenario_id": "308",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 100,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 35,
-                    "arrival_date_day_of_month": 26,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 2,
-                    "adults": 3,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "ESP",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 150.3,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-08-30"
-                }
-            },
-            {
-                "scenario_id": "311",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 10,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "January",
-                    "arrival_date_week_number": 2,
-                    "arrival_date_day_of_month": 12,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "CHE",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 48.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-01-15"
-                }
-            },
-            {
-                "scenario_id": "312",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 9,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 16,
-                    "arrival_date_day_of_month": 12,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "FRA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 131.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-04-13"
-                }
-            },
-            {
-                "scenario_id": "314",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 24,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 13,
-                    "arrival_date_day_of_month": 26,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "AUT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 1.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 100.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-03-29"
-                }
-            },
-            {
-                "scenario_id": "319",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 92,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 12,
-                    "arrival_date_day_of_month": 18,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 87.3,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-03-20"
-                }
-            },
-            {
-                "scenario_id": "320",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 15,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "December",
-                    "arrival_date_week_number": 50,
-                    "arrival_date_day_of_month": 10,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 107.5,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-12-12"
-                }
-            },
-            {
-                "scenario_id": "326",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 29,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 19,
-                    "arrival_date_day_of_month": 9,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "POL",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 4,
-                    "deposit_type": "No Deposit",
-                    "agent": 39.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 130.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-05-11"
-                }
-            },
-            {
-                "scenario_id": "330",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 67,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 43,
-                    "arrival_date_day_of_month": 19,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 4,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 7.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 117.6,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-08-13"
-                }
-            },
-            {
-                "scenario_id": "331",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 125,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 34,
-                    "arrival_date_day_of_month": 19,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 4,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 134.0,
-                    "required_car_parking_spaces": 1,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-08-24"
-                }
-            },
-            {
-                "scenario_id": "333",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 169,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 32,
-                    "arrival_date_day_of_month": 8,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 3,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 2,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 175.5,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-08-11"
-                }
-            },
-            {
-                "scenario_id": "338",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 5,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 20,
-                    "arrival_date_day_of_month": 15,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 0,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Complementary",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 1,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 1,
-                    "reserved_room_type": "E",
-                    "assigned_room_type": "E",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 40.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 0.0,
-                    "required_car_parking_spaces": 1,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-05-16"
-                }
-            },
-            {
-                "scenario_id": "339",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 102,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 42,
-                    "arrival_date_day_of_month": 16,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "AUT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 6.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 109.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-10-18"
-                }
-            },
-            {
-                "scenario_id": "342",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 183,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "November",
-                    "arrival_date_week_number": 47,
-                    "arrival_date_day_of_month": 18,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "GBR",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "I",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 411.0,
-                    "company": null,
-                    "days_in_waiting_list": 116,
-                    "customer_type": "Transient-Party",
-                    "adr": 52.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-11-21"
-                }
-            },
-            {
-                "scenario_id": "343",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 1,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "December",
-                    "arrival_date_week_number": 49,
-                    "arrival_date_day_of_month": 3,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 65.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-12-04"
-                }
-            },
-            {
-                "scenario_id": "344",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 149,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 26,
-                    "arrival_date_day_of_month": 25,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 85.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 80.75,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-06-28"
-                }
-            },
-            {
-                "scenario_id": "346",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 121,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 40,
-                    "arrival_date_day_of_month": 25,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "NLD",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "F",
-                    "assigned_room_type": "F",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 241.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 98.75,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-09-30"
-                }
-            },
-            {
-                "scenario_id": "349",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 45,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 28,
-                    "arrival_date_day_of_month": 9,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 2,
-                    "adults": 3,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "E",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 145.35,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-07-13"
-                }
-            },
-            {
-                "scenario_id": "351",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 156,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 17,
-                    "arrival_date_day_of_month": 26,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 37.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 100.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-11-21"
-                }
-            },
-            {
-                "scenario_id": "352",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 0,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 17,
-                    "arrival_date_day_of_month": 19,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "IRL",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "G",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 77.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-04-20"
-                }
-            },
-            {
-                "scenario_id": "353",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 247,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 24,
-                    "arrival_date_day_of_month": 6,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "DEU",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 6.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 115.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-06-08"
-                }
-            },
-            {
-                "scenario_id": "355",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 36,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "January",
-                    "arrival_date_week_number": 4,
-                    "arrival_date_day_of_month": 19,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "USA",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "D",
-                    "booking_changes": 2,
-                    "deposit_type": "No Deposit",
-                    "agent": 19.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 71.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-01-21"
-                }
-            },
-            {
-                "scenario_id": "356",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 36,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 22,
-                    "arrival_date_day_of_month": 28,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "FIN",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "F",
-                    "assigned_room_type": "F",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 250.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 142.0,
-                    "required_car_parking_spaces": 1,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-05-31"
-                }
-            },
-            {
-                "scenario_id": "359",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 80,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 27,
-                    "arrival_date_day_of_month": 6,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 4,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "BEL",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 120.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-07-12"
-                }
-            },
-            {
-                "scenario_id": "364",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 32,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "February",
-                    "arrival_date_week_number": 6,
-                    "arrival_date_day_of_month": 5,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "FRA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 2,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 89.3,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-02-07"
-                }
-            },
-            {
-                "scenario_id": "370",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 19,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 41,
-                    "arrival_date_day_of_month": 10,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 2.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "ESP",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "G",
-                    "assigned_room_type": "G",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 117.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 3,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-10-12"
-                }
-            },
-            {
-                "scenario_id": "371",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 82,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "January",
-                    "arrival_date_week_number": 1,
-                    "arrival_date_day_of_month": 7,
-                    "stays_in_weekend_nights": 6,
-                    "stays_in_week_nights": 16,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "BRA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 74.8,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 4,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-01-29"
-                }
-            },
-            {
-                "scenario_id": "372",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 5,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "November",
-                    "arrival_date_week_number": 48,
-                    "arrival_date_day_of_month": 22,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 0,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "USA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 40.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-11-24"
-                }
-            },
-            {
-                "scenario_id": "376",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 120,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 32,
-                    "arrival_date_day_of_month": 5,
-                    "stays_in_weekend_nights": 4,
-                    "stays_in_week_nights": 10,
-                    "adults": 2,
-                    "children": 2.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "FRA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "G",
-                    "assigned_room_type": "G",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 7.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 220.0,
-                    "required_car_parking_spaces": 1,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-08-19"
-                }
-            },
-            {
-                "scenario_id": "379",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 13,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 33,
-                    "arrival_date_day_of_month": 8,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 5,
-                    "adults": 3,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "DEU",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 161.1,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-08-15"
-                }
-            },
-            {
-                "scenario_id": "380",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 74,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 14,
-                    "arrival_date_day_of_month": 1,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "DEU",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 11.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 59.37,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-04-05"
-                }
-            },
-            {
-                "scenario_id": "381",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 115,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "February",
-                    "arrival_date_week_number": 9,
-                    "arrival_date_day_of_month": 27,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 2,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "MOZ",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "E",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": 134.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 76.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-03-02"
-                }
-            },
-            {
-                "scenario_id": "382",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 184,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 34,
-                    "arrival_date_day_of_month": 20,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 126.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-08-24"
-                }
-            },
-            {
-                "scenario_id": "388",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 1,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 22,
-                    "arrival_date_day_of_month": 31,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Corporate",
-                    "distribution_channel": "Corporate",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "C",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": 195.0,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 75.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-06-01"
-                }
-            },
-            {
-                "scenario_id": "389",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 320,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 34,
-                    "arrival_date_day_of_month": 18,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "DEU",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 6.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 115.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-08-20"
-                }
-            },
-            {
-                "scenario_id": "395",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 58,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 13,
-                    "arrival_date_day_of_month": 24,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 2.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "G",
-                    "assigned_room_type": "G",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 115.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-01-27"
-                }
-            },
-            {
-                "scenario_id": "397",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 102,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 18,
-                    "arrival_date_day_of_month": 30,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 4,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 241.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 45.66,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-05-06"
-                }
-            },
-            {
-                "scenario_id": "401",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 38,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 27,
-                    "arrival_date_day_of_month": 27,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "DEU",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 28.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 63.75,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-07-01"
-                }
-            },
-            {
-                "scenario_id": "402",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 203,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "December",
-                    "arrival_date_week_number": 53,
-                    "arrival_date_day_of_month": 30,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 2,
-                    "adults": 3,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "DEU",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 2,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 120.7,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-08-12"
-                }
-            },
-            {
-                "scenario_id": "404",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 34,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 41,
-                    "arrival_date_day_of_month": 2,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 0,
-                    "adults": 3,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "CHE",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 7.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 122.45,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-10-04"
-                }
-            },
-            {
-                "scenario_id": "406",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 4,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 17,
-                    "arrival_date_day_of_month": 26,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Corporate",
-                    "distribution_channel": "Corporate",
-                    "is_repeated_guest": 1,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 1,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": 112.0,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 45.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-04-28"
-                }
-            },
-            {
-                "scenario_id": "408",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 28,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "February",
-                    "arrival_date_week_number": 7,
-                    "arrival_date_day_of_month": 10,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 6,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "FRA",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 171.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 55.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-02-18"
-                }
-            },
-            {
-                "scenario_id": "409",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 168,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 12,
-                    "arrival_date_day_of_month": 20,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 177.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 30.6,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-03-23"
-                }
-            },
-            {
-                "scenario_id": "412",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 187,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 16,
-                    "arrival_date_day_of_month": 11,
-                    "stays_in_weekend_nights": 3,
-                    "stays_in_week_nights": 7,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "GBR",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "E",
-                    "assigned_room_type": "E",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 108.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-04-21"
-                }
-            },
-            {
-                "scenario_id": "413",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 57,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 29,
-                    "arrival_date_day_of_month": 15,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "FB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 305.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 107.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-07-17"
-                }
-            },
-            {
-                "scenario_id": "414",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 21,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 11,
-                    "arrival_date_day_of_month": 14,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "ESP",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 2,
-                    "deposit_type": "No Deposit",
-                    "agent": 254.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 251.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-03-15"
-                }
-            },
-            {
-                "scenario_id": "415",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 97,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 11,
-                    "arrival_date_day_of_month": 12,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "FRA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 78.3,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-02-22"
-                }
-            },
-            {
-                "scenario_id": "420",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 243,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 40,
-                    "arrival_date_day_of_month": 27,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 6,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "DEU",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 28.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 80.75,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-10-05"
-                }
-            },
-            {
-                "scenario_id": "421",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 24,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 13,
-                    "arrival_date_day_of_month": 26,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "AUT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 1.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 100.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-03-29"
-                }
-            },
-            {
-                "scenario_id": "423",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 56,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 15,
-                    "arrival_date_day_of_month": 10,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 1.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "ESP",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "D",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": 14.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 195.0,
-                    "required_car_parking_spaces": 1,
-                    "total_of_special_requests": 3,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-04-13"
-                }
-            },
-            {
-                "scenario_id": "428",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 40,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "January",
-                    "arrival_date_week_number": 3,
-                    "arrival_date_day_of_month": 16,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "Undefined",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "C",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 55.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-01-18"
-                }
-            },
-            {
-                "scenario_id": "429",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 208,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 32,
-                    "arrival_date_day_of_month": 2,
-                    "stays_in_weekend_nights": 4,
-                    "stays_in_week_nights": 12,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "E",
-                    "assigned_room_type": "E",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 156.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 141.1,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-01-11"
-                }
-            },
-            {
-                "scenario_id": "434",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 349,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 41,
-                    "arrival_date_day_of_month": 4,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 5,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "DEU",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 58.0,
-                    "company": null,
-                    "days_in_waiting_list": 162,
-                    "customer_type": "Transient-Party",
-                    "adr": 123.33,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-10-10"
-                }
-            },
-            {
-                "scenario_id": "435",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 65,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "December",
-                    "arrival_date_week_number": 52,
-                    "arrival_date_day_of_month": 21,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 4,
-                    "adults": 3,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "FRA",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "D",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": 22.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 122.65,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-12-25"
-                }
-            },
-            {
-                "scenario_id": "436",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 1,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 33,
-                    "arrival_date_day_of_month": 11,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GRC",
-                    "market_segment": "Corporate",
-                    "distribution_channel": "Corporate",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": 38.0,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 70.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-08-12"
-                }
-            },
-            {
-                "scenario_id": "438",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 131,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 16,
-                    "arrival_date_day_of_month": 16,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 5,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "CHE",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 493.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Contract",
-                    "adr": 80.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-04-23"
-                }
-            },
-            {
-                "scenario_id": "441",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 195,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 39,
-                    "arrival_date_day_of_month": 22,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 5,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 243.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Contract",
-                    "adr": 53.85,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-09-29"
-                }
-            },
-            {
-                "scenario_id": "442",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 115,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "February",
-                    "arrival_date_week_number": 9,
-                    "arrival_date_day_of_month": 27,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 2,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": 134.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 76.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-03-02"
-                }
-            },
-            {
-                "scenario_id": "450",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 22,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 31,
-                    "arrival_date_day_of_month": 31,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 4,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "SWE",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 225.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-08-05"
-                }
-            },
-            {
-                "scenario_id": "453",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 218,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 19,
-                    "arrival_date_day_of_month": 8,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 5,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 82.0,
-                    "required_car_parking_spaces": 1,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-05-15"
-                }
-            },
-            {
-                "scenario_id": "454",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 51,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 13,
-                    "arrival_date_day_of_month": 21,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "B",
-                    "assigned_room_type": "B",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 83.3,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-03-25"
-                }
-            },
-            {
-                "scenario_id": "457",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 6,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 13,
-                    "arrival_date_day_of_month": 23,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "ESP",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 66.5,
-                    "required_car_parking_spaces": 1,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-03-25"
-                }
-            },
-            {
-                "scenario_id": "459",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 34,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 38,
-                    "arrival_date_day_of_month": 13,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 4,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "FRA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Contract",
-                    "adr": 94.95,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-09-19"
-                }
-            },
-            {
-                "scenario_id": "460",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 48,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 17,
-                    "arrival_date_day_of_month": 26,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 1.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "IND",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 144.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-04-29"
-                }
-            },
-            {
-                "scenario_id": "468",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 262,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 39,
-                    "arrival_date_day_of_month": 21,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "BEL",
-                    "market_segment": "Groups",
-                    "distribution_channel": "Corporate",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 183.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 91.2,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-09-25"
-                }
-            },
-            {
-                "scenario_id": "470",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 180,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 19,
-                    "arrival_date_day_of_month": 2,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "ITA",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 3.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 100.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-05-04"
-                }
-            },
-            {
-                "scenario_id": "471",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 386,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 44,
-                    "arrival_date_day_of_month": 23,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 0,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "DEU",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 6.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 115.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-10-25"
-                }
-            },
-            {
-                "scenario_id": "474",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 4,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 29,
-                    "arrival_date_day_of_month": 17,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Corporate",
-                    "distribution_channel": "Corporate",
-                    "is_repeated_guest": 1,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 19,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "C",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": 40.0,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 65.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-07-19"
-                }
-            },
-            {
-                "scenario_id": "475",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 46,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 25,
-                    "arrival_date_day_of_month": 17,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Complementary",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 0.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-06-19"
-                }
-            },
-            {
-                "scenario_id": "476",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 0,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "February",
-                    "arrival_date_week_number": 6,
-                    "arrival_date_day_of_month": 5,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 0,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 2,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 79.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-02-07"
-                }
-            },
-            {
-                "scenario_id": "477",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 168,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 37,
-                    "arrival_date_day_of_month": 11,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 1.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 60.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-09-13"
-                }
-            },
-            {
-                "scenario_id": "478",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 212,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 21,
-                    "arrival_date_day_of_month": 20,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "DEU",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 21.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 78.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-05-25"
-                }
-            },
-            {
-                "scenario_id": "479",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 92,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 13,
-                    "arrival_date_day_of_month": 1,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "C",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 48.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-04-03"
-                }
-            },
-            {
-                "scenario_id": "480",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 35,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 43,
-                    "arrival_date_day_of_month": 20,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 4,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "FRA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Contract",
-                    "adr": 96.3,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-10-24"
-                }
-            },
-            {
-                "scenario_id": "481",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 360,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 34,
-                    "arrival_date_day_of_month": 18,
-                    "stays_in_weekend_nights": 4,
-                    "stays_in_week_nights": 10,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 40.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Contract",
-                    "adr": 59.8,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-09-01"
-                }
-            },
-            {
-                "scenario_id": "485",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 54,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "February",
-                    "arrival_date_week_number": 9,
-                    "arrival_date_day_of_month": 28,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 4,
-                    "adults": 3,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "JPN",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "E",
-                    "assigned_room_type": "E",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 116.88,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-03-04"
-                }
-            },
-            {
-                "scenario_id": "488",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 218,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 34,
-                    "arrival_date_day_of_month": 22,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 5,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "IRL",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": 250.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 170.38,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-08-28"
-                }
-            },
-            {
-                "scenario_id": "491",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 4,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 29,
-                    "arrival_date_day_of_month": 11,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 0,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 151.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-07-12"
-                }
-            },
-            {
-                "scenario_id": "493",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 30,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 42,
-                    "arrival_date_day_of_month": 15,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "ESP",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 6.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 42.0,
-                    "required_car_parking_spaces": 1,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-10-19"
-                }
-            },
-            {
-                "scenario_id": "496",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 55,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 40,
-                    "arrival_date_day_of_month": 29,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 5,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 69.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Contract",
-                    "adr": 44.5,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-10-06"
-                }
-            },
-            {
-                "scenario_id": "497",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 9,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 36,
-                    "arrival_date_day_of_month": 29,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 4,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "NLD",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 128.4,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-09-03"
-                }
-            },
-            {
-                "scenario_id": "498",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 66,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 17,
-                    "arrival_date_day_of_month": 19,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 4,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "FRA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 112.2,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-04-23"
-                }
-            },
-            {
-                "scenario_id": "500",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 288,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 17,
-                    "arrival_date_day_of_month": 21,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 1.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 62.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-10-21"
-                }
-            }
-        ],
-        "target_column": "reservation_status",
-        "task_sub_type": "classification",
-        "ranking_ground_truth": {
-            "top_k_ids": [
-                "057",
-                "098",
-                "148",
-                "207",
-                "279",
-                "290",
-                "297",
-                "307",
-                "330",
-                "351",
-                "395",
-                "402",
-                "415",
-                "429",
-                "500"
-            ]
-        },
-        "active_filters": [],
-        "target_class_value": "canceled"
-    },
-    "response": "",
-    "evaluation_score": {}
-}
\ No newline at end of file
+    "active_filters": [],
+    "target_class_value": "canceled"
+  },
+  "response": "",
+  "evaluation_score": {}
+}
diff --git a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_004/current.csv b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_004/current.csv
index bbda055e0f9bcd1d4c9103603df6988cb516de34..c26d42914c56068d52044f96d6ffd786dc269980 100644
--- a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_004/current.csv
+++ b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_004/current.csv
@@ -1,201 +1,200 @@
-hotel,is_canceled,lead_time,arrival_date_year,arrival_date_month,arrival_date_week_number,arrival_date_day_of_month,stays_in_weekend_nights,stays_in_week_nights,adults,children,babies,meal,country,market_segment,distribution_channel,is_repeated_guest,previous_cancellations,previous_bookings_not_canceled,reserved_room_type,assigned_room_type,booking_changes,deposit_type,agent,company,days_in_waiting_list,customer_type,adr,required_car_parking_spaces,total_of_special_requests,reservation_status_date
-City Hotel,0,108,2016,March,13,24,2,3,0,2.0,0,BB,PRT,Online TA,TA/TO,0,0,0,B,B,0,No Deposit,8.0,,0,Transient-Party,120.0,0,1,2016-03-29
-Resort Hotel,0,6,2017,February,6,9,0,1,1,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,56.0,0,2,2017-02-10
-Resort Hotel,0,15,2015,July,31,31,0,2,2,0.0,0,BB,CHN,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,173.0,1,2,2015-08-02
-City Hotel,0,2,2016,October,41,8,1,1,1,0.0,0,BB,BEL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,160.0,0,2,2016-10-10
-City Hotel,0,462,2017,July,26,1,2,1,2,0.0,0,BB,GBR,Groups,TA/TO,0,0,0,A,A,0,No Deposit,229.0,,0,Transient-Party,112.67,0,2,2017-07-04
-Resort Hotel,0,111,2016,June,23,2,0,3,2,0.0,0,BB,IRL,Online TA,TA/TO,0,0,0,A,C,0,No Deposit,240.0,,0,Transient,80.0,0,1,2016-06-05
-City Hotel,0,155,2017,April,17,28,2,2,1,0.0,0,BB,DEU,Direct,Direct,0,0,0,A,A,1,No Deposit,14.0,,0,Transient,99.0,0,1,2017-05-02
-City Hotel,0,87,2016,March,12,14,1,4,2,0.0,0,BB,FRA,Direct,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,72.25,0,2,2016-03-19
-Resort Hotel,0,213,2016,May,21,16,1,1,2,0.0,0,HB,DEU,Groups,TA/TO,0,0,0,A,A,0,No Deposit,298.0,,0,Transient-Party,85.0,0,0,2016-05-18
-Resort Hotel,0,92,2015,September,36,3,2,7,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,240.0,,0,Transient,123.0,1,0,2015-09-12
-Resort Hotel,0,0,2016,April,16,11,1,3,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,3,A,A,0,No Deposit,,47.0,0,Transient,39.0,0,0,2016-04-15
-City Hotel,0,1,2016,December,52,24,1,1,2,0.0,0,BB,DZA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,71.69,0,1,2016-12-26
-City Hotel,0,192,2016,June,26,24,0,2,1,0.0,0,BB,SRB,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,34.0,,0,Transient-Party,95.0,0,0,2016-06-26
-City Hotel,0,177,2017,April,15,15,2,1,2,0.0,0,HB,CN,Groups,TA/TO,0,0,0,A,A,1,No Deposit,2.0,,0,Transient-Party,105.33,0,1,2017-04-18
-City Hotel,0,106,2017,June,25,19,1,3,1,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,117.0,0,1,2017-06-23
-Resort Hotel,0,18,2016,December,51,17,4,10,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,241.0,,0,Transient,46.22,0,1,2016-12-31
-City Hotel,0,35,2015,November,46,14,1,1,1,0.0,0,BB,KOR,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient,81.0,0,1,2015-11-16
-City Hotel,0,8,2017,June,23,6,0,1,1,0.0,0,BB,JPN,Online TA,TA/TO,0,0,0,A,E,0,No Deposit,8.0,,0,Transient,150.0,0,1,2017-06-07
-Resort Hotel,0,217,2016,August,35,22,1,2,2,2.0,0,BB,USA,Online TA,TA/TO,0,0,0,C,C,0,No Deposit,242.0,,0,Transient,174.0,1,1,2016-08-25
-City Hotel,1,23,2017,August,35,30,0,2,2,2.0,0,BB,IDN,Online TA,TA/TO,0,0,0,F,F,0,No Deposit,9.0,,0,Transient,250.0,0,0,2017-08-08
-City Hotel,0,10,2015,December,50,10,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,1,0,6,A,A,0,No Deposit,,40.0,0,Transient,74.0,0,0,2015-12-11
-City Hotel,0,12,2016,February,9,24,0,4,2,1.0,0,HB,FRA,Online TA,TA/TO,0,0,0,A,D,1,No Deposit,9.0,,0,Transient-Party,158.5,0,3,2016-02-28
-Resort Hotel,0,72,2016,May,20,12,1,3,3,0.0,0,BB,GBR,Direct,Direct,0,0,0,H,H,1,No Deposit,250.0,,0,Transient,160.0,0,0,2016-05-16
-City Hotel,0,66,2015,September,39,20,2,3,2,0.0,0,BB,CHE,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,89.25,0,1,2015-09-25
-City Hotel,0,179,2017,May,18,3,0,3,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,2,No Deposit,9.0,,0,Transient,117.0,0,2,2017-05-06
-City Hotel,0,164,2015,October,40,2,0,2,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,19.0,,0,Transient-Party,100.0,0,0,2015-10-04
-City Hotel,0,151,2017,March,12,20,1,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,37.0,,0,Transient-Party,95.0,0,1,2017-03-22
-Resort Hotel,0,102,2017,July,28,10,1,2,2,0.0,0,HB,ESP,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,211.0,0,2,2017-07-13
-City Hotel,0,8,2017,January,2,10,0,2,2,0.0,0,BB,PER,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,75.08,0,1,2017-01-12
-Resort Hotel,0,6,2016,April,15,7,2,6,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient-Party,75.0,0,0,2016-04-15
-Resort Hotel,0,126,2016,July,31,25,2,5,2,2.0,0,HB,PRT,Online TA,TA/TO,0,0,0,G,G,0,No Deposit,240.0,,0,Transient,302.86,1,0,2016-08-01
-Resort Hotel,0,0,2015,December,51,16,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,31.0,0,Transient,35.0,1,0,2015-12-17
-Resort Hotel,0,29,2015,November,47,19,1,3,2,0.0,0,BB,IRL,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,115.0,,0,Transient,26.1,0,0,2015-11-23
-City Hotel,0,99,2016,May,22,26,0,3,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,140.4,0,0,2016-05-29
-City Hotel,0,6,2015,August,34,19,0,3,2,0.0,0,BB,BEL,Direct,Direct,0,0,0,D,D,0,No Deposit,14.0,,0,Transient,79.0,0,0,2015-08-22
-City Hotel,0,165,2017,June,24,14,0,4,2,0.0,0,BB,NLD,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,144.0,0,0,2017-06-18
-City Hotel,0,21,2016,February,8,17,0,3,2,0.0,0,SC,BRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,79.0,0,1,2016-02-20
-City Hotel,0,1,2015,December,50,6,2,1,1,0.0,0,SC,ESP,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,83.0,,0,Group,66.0,1,1,2015-12-09
-City Hotel,0,148,2016,May,19,5,0,3,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient-Party,105.3,0,0,2016-05-08
-City Hotel,1,69,2016,June,25,12,2,4,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,236.0,,0,Transient,120.0,0,0,2016-04-27
-City Hotel,0,30,2016,June,25,18,2,1,2,2.0,0,BB,ITA,Online TA,TA/TO,0,0,0,F,F,1,No Deposit,9.0,,0,Transient,198.9,0,3,2016-06-21
-City Hotel,0,39,2017,June,24,11,2,2,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,112.0,0,3,2017-06-15
-Resort Hotel,0,90,2016,December,52,19,1,3,2,0.0,0,HB,NLD,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,64.8,0,2,2016-12-23
-City Hotel,0,20,2016,October,41,4,0,2,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,28.0,,0,Transient,85.0,0,0,2016-10-06
-City Hotel,0,197,2016,August,34,18,0,3,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,28.0,,0,Transient-Party,112.0,0,1,2016-08-21
-City Hotel,0,21,2016,July,28,5,0,5,2,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,139.0,0,1,2016-07-10
-City Hotel,0,479,2017,August,32,9,0,3,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,229.0,,0,Transient-Party,112.67,0,1,2017-08-12
-Resort Hotel,0,236,2016,May,20,12,0,3,2,0.0,0,BB,GBR,Groups,TA/TO,0,0,0,A,C,0,No Deposit,315.0,,0,Transient-Party,48.0,0,0,2016-05-15
-City Hotel,0,28,2016,September,36,1,0,3,1,0.0,0,BB,GBR,Direct,Direct,0,0,0,E,E,1,No Deposit,14.0,,0,Transient,173.2,0,0,2016-09-04
-Resort Hotel,0,15,2017,March,13,30,2,6,0,0.0,0,SC,PRT,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,523.0,0,Transient-Party,0.0,0,0,2017-04-07
-Resort Hotel,0,0,2017,February,6,7,0,0,1,0.0,0,BB,PRT,Online TA,TA/TO,1,0,0,A,A,0,No Deposit,314.0,,0,Transient,0.0,0,0,2017-02-07
-Resort Hotel,0,325,2017,June,25,23,2,4,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,2,No Deposit,240.0,,0,Transient,85.21,0,1,2017-06-29
-City Hotel,0,5,2016,September,38,17,1,1,2,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,154.0,1,4,2016-09-19
-Resort Hotel,0,36,2016,October,43,20,1,3,2,0.0,0,BB,GBR,Groups,Corporate,0,0,0,A,A,3,No Deposit,,,0,Transient-Party,49.0,0,0,2016-10-24
-Resort Hotel,0,4,2017,June,22,1,0,2,2,0.0,0,HB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,122.0,0,1,2017-06-03
-City Hotel,0,11,2017,February,6,10,2,2,2,0.0,0,SC,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,54.71,0,0,2017-02-14
-City Hotel,0,73,2016,December,49,1,0,3,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,28.0,,0,Transient,75.0,0,0,2016-12-04
-Resort Hotel,0,31,2016,December,53,30,0,2,2,0.0,0,HB,PRT,Groups,Direct,1,0,1,A,A,0,No Deposit,,,0,Transient-Party,305.0,0,1,2017-01-01
-City Hotel,0,75,2017,July,27,8,2,1,2,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,120.0,0,1,2017-07-11
-City Hotel,0,130,2017,July,30,24,2,5,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,27.0,,0,Transient,80.1,0,1,2017-07-31
-City Hotel,0,5,2017,May,21,23,0,3,1,0.0,0,BB,PRT,Corporate,Corporate,1,0,2,A,A,0,No Deposit,,40.0,0,Transient,65.0,0,1,2017-05-26
-City Hotel,1,74,2015,September,38,18,0,2,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,6.0,,0,Transient-Party,101.5,0,0,2015-07-06
-City Hotel,0,3,2015,November,45,2,1,1,1,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,77.77,0,0,2015-11-04
-Resort Hotel,0,268,2016,June,25,15,2,5,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,241.0,,0,Transient,57.15,1,1,2016-06-22
-City Hotel,0,42,2015,September,38,17,0,3,2,0.0,0,BB,BEL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Contract,111.6,0,3,2015-09-20
-City Hotel,0,152,2016,August,35,23,2,5,2,0.0,0,BB,BEL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,98.87,0,0,2016-08-30
-City Hotel,0,59,2016,January,5,28,0,1,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,87.0,,0,Transient-Party,80.0,0,0,2016-01-29
-City Hotel,0,55,2016,April,15,6,0,1,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,56.0,,0,Transient-Party,104.0,0,0,2016-04-07
-Resort Hotel,0,32,2016,April,17,19,2,5,1,0.0,0,HB,GBR,Groups,Direct,0,0,0,A,C,0,No Deposit,273.0,,0,Transient-Party,44.36,0,0,2016-04-26
-City Hotel,0,143,2016,August,34,14,2,2,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,114.3,0,1,2016-08-18
-Resort Hotel,0,83,2016,April,18,26,0,3,2,0.0,0,HB,GBR,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,171.0,,0,Transient,75.6,0,1,2016-04-29
-Resort Hotel,0,28,2016,October,43,18,0,2,2,0.0,0,BB,USA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,241.0,,0,Transient,43.89,0,1,2016-10-20
-City Hotel,0,6,2016,November,47,13,1,0,2,0.0,0,BB,PRT,Complementary,Direct,0,0,0,F,F,0,No Deposit,45.0,,0,Transient,0.0,0,0,2016-11-14
-City Hotel,0,121,2017,May,21,27,2,4,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,A,A,1,No Deposit,168.0,,0,Transient,89.1,0,2,2017-06-02
-City Hotel,0,12,2015,August,32,5,0,3,2,0.0,0,BB,RUS,Corporate,Corporate,0,0,0,A,D,0,No Deposit,,38.0,0,Transient-Party,65.0,0,0,2015-08-08
-City Hotel,1,56,2017,May,20,17,0,1,1,0.0,0,SC,PRT,Online TA,TA/TO,0,0,0,A,D,0,No Deposit,7.0,,0,Transient,108.0,0,0,2017-05-17
-City Hotel,0,6,2017,June,24,12,1,0,1,0.0,0,BB,FIN,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient,144.0,0,0,2017-06-13
-City Hotel,0,7,2017,March,12,22,2,9,2,0.0,1,BB,PRT,Online TA,TA/TO,0,0,0,F,F,2,No Deposit,9.0,,0,Transient,212.73,0,2,2017-04-02
-City Hotel,0,17,2016,September,37,8,0,1,2,0.0,0,BB,CHE,Online TA,TA/TO,0,0,0,D,E,1,No Deposit,7.0,,0,Transient,118.58,0,1,2016-09-09
-City Hotel,0,58,2016,June,24,10,1,2,2,0.0,0,SC,ESP,Online TA,TA/TO,0,0,0,A,D,2,No Deposit,9.0,,0,Transient,116.1,0,1,2016-06-13
-City Hotel,0,30,2017,May,18,1,1,3,2,0.0,0,BB,LUX,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,179.0,0,0,2017-05-05
-City Hotel,1,258,2015,July,27,2,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,1,2,0,A,A,0,No Deposit,1.0,,0,Contract,62.0,0,0,2015-01-01
-City Hotel,0,66,2016,April,14,1,1,2,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,92.7,0,1,2016-04-04
-Resort Hotel,0,156,2017,May,19,8,2,5,2,0.0,0,HB,IRL,Groups,TA/TO,0,0,0,E,E,0,No Deposit,434.0,,0,Transient-Party,102.0,0,0,2017-05-15
-Resort Hotel,0,235,2017,July,27,3,4,10,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,243.0,,0,Contract,106.85,0,0,2017-07-17
-Resort Hotel,0,63,2017,February,5,4,4,10,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,250.0,,0,Transient,39.84,0,1,2017-02-18
-City Hotel,1,49,2016,November,47,14,2,5,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,42.0,,0,Transient,80.0,0,0,2016-11-14
-City Hotel,0,12,2017,January,3,16,1,1,1,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,90.0,0,1,2017-01-18
-City Hotel,0,16,2016,November,46,6,2,3,1,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,169.6,0,1,2016-11-11
-City Hotel,0,66,2016,July,31,29,0,1,3,0.0,0,BB,BRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,137.7,0,0,2016-07-30
-City Hotel,0,4,2016,February,7,12,2,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,28.0,,0,Transient,85.0,0,0,2016-02-16
-City Hotel,1,117,2016,August,35,24,1,4,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,28.0,,0,Transient,72.25,0,0,2016-08-24
-City Hotel,0,5,2015,August,33,10,1,5,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Contract,90.0,0,1,2015-08-16
-City Hotel,0,194,2016,September,38,12,1,3,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,,,0,Transient-Party,101.4,0,1,2016-09-16
-City Hotel,0,97,2016,April,18,25,1,3,2,0.0,0,SC,USA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,8.0,,0,Transient,80.75,0,1,2016-04-29
-City Hotel,0,128,2017,May,21,26,0,2,2,0.0,0,BB,NLD,Online TA,TA/TO,0,0,0,D,D,1,No Deposit,9.0,,0,Transient-Party,135.0,0,2,2017-05-28
-Resort Hotel,1,37,2017,February,8,25,2,2,2,0.0,0,BB,GBR,Direct,Direct,0,0,0,F,F,0,No Deposit,250.0,,0,Transient,77.0,0,1,2017-02-25
-City Hotel,0,65,2017,January,1,1,2,4,2,2.0,0,BB,CHE,Direct,Direct,0,0,0,F,F,1,No Deposit,14.0,,0,Transient,152.5,0,0,2017-01-07
-Resort Hotel,0,166,2017,June,26,25,4,10,2,0.0,0,HB,GBR,Offline TA/TO,TA/TO,0,0,0,D,D,1,No Deposit,243.0,,0,Transient,110.0,0,0,2017-07-09
-City Hotel,0,98,2016,October,45,30,2,2,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,90.45,0,1,2016-11-03
-Resort Hotel,0,29,2017,March,13,29,0,4,2,0.0,0,BB,ESP,Direct,Direct,0,0,0,A,A,1,No Deposit,250.0,,0,Transient,67.5,0,2,2017-04-02
-Resort Hotel,0,43,2017,May,18,4,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,169.0,0,Transient,50.0,0,0,2017-05-05
-Resort Hotel,1,92,2016,July,29,16,4,6,2,0.0,0,HB,PRT,Direct,Direct,0,1,1,E,E,0,No Deposit,,,0,Transient,195.0,0,0,2016-06-15
-Resort Hotel,0,194,2016,August,33,7,2,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,96.0,,0,Transient,97.4,0,1,2016-08-11
-City Hotel,0,4,2016,January,2,4,1,0,1,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,76.0,0,1,2016-01-05
-City Hotel,0,1,2017,May,19,9,0,1,1,0.0,0,BB,ESP,Online TA,GDS,0,0,0,D,D,0,No Deposit,195.0,,0,Transient,110.0,0,0,2017-05-10
-Resort Hotel,1,103,2017,March,13,27,1,1,2,0.0,0,BB,PRT,Groups,Corporate,0,0,0,D,D,0,Non Refund,495.0,,0,Transient,65.0,0,0,2016-12-23
-Resort Hotel,0,29,2017,February,8,25,1,1,2,0.0,0,BB,PRT,Online TA,Direct,1,0,0,D,D,0,No Deposit,240.0,,0,Transient-Party,58.0,0,2,2017-02-27
-City Hotel,0,11,2016,February,7,13,0,1,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,D,D,1,No Deposit,,,0,Transient,95.0,0,2,2016-02-14
-City Hotel,0,41,2016,December,49,1,0,3,2,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,89.0,,0,Transient,66.88,0,0,2016-12-04
-City Hotel,1,76,2017,July,27,2,1,0,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,403.0,,0,Transient,80.1,0,0,2017-04-17
-City Hotel,0,20,2016,May,22,28,1,1,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,143.0,0,1,2016-05-30
-Resort Hotel,0,8,2017,May,20,14,2,2,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,314.0,,0,Transient-Party,91.18,0,1,2017-05-18
-City Hotel,0,81,2016,November,46,6,2,2,1,0.0,0,BB,DNK,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,8.0,,0,Transient,146.6,0,1,2016-11-10
-City Hotel,0,151,2017,March,12,20,1,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,37.0,,0,Transient-Party,95.0,0,1,2017-03-22
-City Hotel,0,111,2017,April,14,3,1,1,2,0.0,0,BB,ISR,Groups,TA/TO,0,0,0,A,A,0,No Deposit,37.0,,0,Transient-Party,95.0,0,1,2017-04-05
-Resort Hotel,1,25,2017,February,8,24,2,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient,34.0,0,0,2017-02-14
-City Hotel,0,100,2016,August,35,26,2,2,3,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,150.3,0,1,2016-08-30
-Resort Hotel,0,10,2017,January,2,12,0,3,2,0.0,0,BB,CHE,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,48.0,0,1,2017-01-15
-City Hotel,0,9,2016,April,16,12,0,1,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,131.0,0,1,2016-04-13
-City Hotel,0,24,2016,March,13,26,2,1,2,0.0,0,BB,AUT,Groups,TA/TO,0,0,0,A,D,0,No Deposit,1.0,,0,Transient-Party,100.0,0,1,2016-03-29
-City Hotel,0,92,2016,March,12,18,0,2,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,87.3,0,0,2016-03-20
-City Hotel,0,15,2016,December,50,10,1,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,107.5,0,0,2016-12-12
-City Hotel,0,29,2017,May,19,9,0,2,1,0.0,0,BB,POL,Groups,TA/TO,0,0,0,A,A,4,No Deposit,39.0,,0,Transient-Party,130.0,0,0,2017-05-11
-City Hotel,1,67,2016,October,43,19,0,4,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,7.0,,0,Transient,117.6,0,0,2016-08-13
-Resort Hotel,0,125,2015,August,34,19,1,4,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,D,0,No Deposit,240.0,,0,Transient,134.0,1,0,2015-08-24
-City Hotel,0,169,2017,August,32,8,0,3,3,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,2,No Deposit,9.0,,0,Transient-Party,175.5,0,1,2017-08-11
-Resort Hotel,0,5,2017,May,20,15,1,0,1,0.0,0,BB,GBR,Complementary,TA/TO,1,0,1,E,E,0,No Deposit,40.0,,0,Transient,0.0,1,2,2017-05-16
-City Hotel,0,102,2015,October,42,16,0,2,2,0.0,0,HB,AUT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient-Party,109.0,0,0,2015-10-18
-Resort Hotel,0,183,2016,November,47,18,1,2,2,0.0,0,HB,GBR,Groups,TA/TO,0,0,0,A,I,0,No Deposit,411.0,,116,Transient-Party,52.0,0,0,2016-11-21
-Resort Hotel,0,1,2016,December,49,3,0,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,D,0,No Deposit,240.0,,0,Transient,65.0,0,0,2016-12-04
-City Hotel,0,149,2016,June,26,25,2,1,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,85.0,,0,Transient,80.75,0,1,2016-06-28
-Resort Hotel,0,121,2016,September,40,25,2,3,2,0.0,0,BB,NLD,Online TA,TA/TO,0,0,0,F,F,0,No Deposit,241.0,,0,Transient,98.75,0,1,2016-09-30
-City Hotel,0,45,2016,July,28,9,2,2,3,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,E,0,No Deposit,9.0,,0,Transient,145.35,0,2,2016-07-13
-City Hotel,1,156,2017,April,17,26,0,3,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,37.0,,0,Transient,100.0,0,0,2016-11-21
-Resort Hotel,0,0,2016,April,17,19,0,1,2,0.0,0,BB,IRL,Online TA,TA/TO,0,0,0,A,G,0,No Deposit,240.0,,0,Transient,77.0,0,0,2016-04-20
-City Hotel,0,247,2016,June,24,6,1,1,2,0.0,0,HB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient-Party,115.0,0,1,2016-06-08
-City Hotel,0,36,2016,January,4,19,0,2,1,0.0,0,BB,USA,Offline TA/TO,TA/TO,0,0,0,A,D,2,No Deposit,19.0,,0,Transient-Party,71.0,0,0,2016-01-21
-Resort Hotel,0,36,2017,May,22,28,2,1,2,0.0,0,BB,FIN,Direct,Direct,0,0,0,F,F,0,No Deposit,250.0,,0,Transient,142.0,1,2,2017-05-31
-City Hotel,0,80,2017,July,27,6,2,4,1,0.0,0,SC,BEL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient-Party,120.0,0,1,2017-07-12
-City Hotel,0,32,2016,February,6,5,0,2,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,D,D,2,No Deposit,9.0,,0,Transient,89.3,0,1,2016-02-07
-Resort Hotel,0,19,2015,October,41,10,1,1,2,2.0,0,BB,ESP,Online TA,TA/TO,0,0,0,G,G,0,No Deposit,240.0,,0,Transient,117.0,0,3,2015-10-12
-City Hotel,0,82,2017,January,1,7,6,16,2,0.0,0,SC,BRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,74.8,0,4,2017-01-29
-Resort Hotel,0,5,2015,November,48,22,2,0,1,0.0,0,BB,USA,Online TA,TA/TO,0,0,0,A,D,0,No Deposit,240.0,,0,Transient,40.0,0,1,2015-11-24
-City Hotel,0,120,2016,August,32,5,4,10,2,2.0,0,BB,FRA,Online TA,TA/TO,0,0,0,G,G,0,No Deposit,7.0,,0,Transient,220.0,1,1,2016-08-19
-Resort Hotel,0,13,2016,August,33,8,2,5,3,0.0,0,HB,DEU,Direct,Direct,0,0,0,A,A,1,No Deposit,,,0,Transient-Party,161.1,0,2,2016-08-15
-City Hotel,0,74,2016,April,14,1,2,2,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,11.0,,0,Transient,59.37,0,0,2016-04-05
-City Hotel,0,115,2016,February,9,27,2,2,1,0.0,0,BB,MOZ,Offline TA/TO,TA/TO,0,0,0,A,E,1,No Deposit,134.0,,0,Transient-Party,76.0,0,1,2016-03-02
-City Hotel,0,184,2017,August,34,20,2,2,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,126.0,0,0,2017-08-24
-Resort Hotel,0,1,2017,May,22,31,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,C,0,No Deposit,,195.0,0,Transient,75.0,0,0,2017-06-01
-Resort Hotel,1,58,2016,March,13,24,0,3,2,2.0,0,BB,PRT,Online TA,TA/TO,0,0,0,G,G,0,No Deposit,240.0,,0,Transient,115.0,0,0,2016-01-27
-Resort Hotel,0,102,2016,April,18,30,2,4,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,241.0,,0,Transient,45.66,0,1,2016-05-06
-City Hotel,0,38,2016,June,27,27,1,3,2,0.0,0,SC,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,28.0,,0,Transient,63.75,0,0,2016-07-01
-City Hotel,1,203,2016,December,53,30,2,2,3,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,D,D,2,No Deposit,9.0,,0,Transient,120.7,0,0,2016-08-12
-City Hotel,0,34,2016,October,41,2,2,0,3,0.0,0,BB,CHE,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,7.0,,0,Transient,122.45,0,1,2016-10-04
-Resort Hotel,0,4,2017,April,17,26,0,2,1,0.0,0,BB,PRT,Corporate,Corporate,1,0,1,A,A,0,No Deposit,,112.0,0,Transient,45.0,0,0,2017-04-28
-Resort Hotel,0,28,2016,February,7,10,2,6,2,0.0,0,HB,FRA,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,171.0,,0,Transient,55.0,0,0,2016-02-18
-Resort Hotel,0,168,2017,March,12,20,1,2,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,177.0,,0,Transient,30.6,0,0,2017-03-23
-City Hotel,0,320,2016,August,34,18,0,2,2,0.0,0,HB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient-Party,115.0,0,1,2016-08-20
-Resort Hotel,0,187,2016,April,16,11,3,7,2,0.0,0,HB,GBR,Online TA,TA/TO,0,0,0,E,E,1,No Deposit,240.0,,0,Transient,108.0,0,2,2016-04-21
-Resort Hotel,0,57,2015,July,29,15,0,2,2,0.0,0,FB,PRT,Groups,Direct,0,0,0,A,A,0,No Deposit,305.0,,0,Transient,107.0,0,0,2015-07-17
-City Hotel,0,21,2017,March,11,14,0,1,1,0.0,0,BB,ESP,Groups,TA/TO,0,0,0,A,A,2,No Deposit,254.0,,0,Transient-Party,251.0,0,0,2017-03-15
-City Hotel,1,97,2016,March,11,12,1,1,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,78.3,0,0,2016-02-22
-City Hotel,0,243,2016,September,40,27,2,6,2,0.0,0,BB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,28.0,,0,Transient,80.75,0,0,2016-10-05
-City Hotel,0,24,2016,March,13,26,2,1,2,0.0,0,BB,AUT,Groups,TA/TO,0,0,0,A,D,0,No Deposit,1.0,,0,Transient-Party,100.0,0,0,2016-03-29
-City Hotel,0,335,2016,October,42,13,0,3,1,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,56.0,,0,Transient-Party,80.0,0,0,2016-10-16
-City Hotel,0,56,2017,April,15,10,1,2,2,1.0,0,HB,ESP,Direct,Direct,0,0,0,A,D,1,No Deposit,14.0,,0,Transient,195.0,1,3,2017-04-13
-Resort Hotel,0,40,2017,January,3,16,1,1,1,0.0,0,Undefined,PRT,Groups,Direct,0,0,0,A,C,0,No Deposit,,,0,Transient-Party,55.0,0,0,2017-01-18
-Resort Hotel,1,208,2016,August,32,2,4,12,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,E,E,0,No Deposit,156.0,,0,Transient,141.1,0,0,2016-01-11
-City Hotel,0,349,2016,October,41,4,1,5,2,0.0,0,BB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,58.0,,162,Transient-Party,123.33,0,0,2016-10-10
-City Hotel,0,65,2016,December,52,21,0,4,3,0.0,0,HB,FRA,Offline TA/TO,TA/TO,0,0,0,A,D,1,No Deposit,22.0,,0,Transient,122.65,0,0,2016-12-25
-City Hotel,0,1,2015,August,33,11,0,1,1,0.0,0,BB,GRC,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,38.0,0,Transient-Party,70.0,0,0,2015-08-12
-Resort Hotel,0,131,2017,April,16,16,2,5,2,0.0,0,HB,CHE,Groups,TA/TO,0,0,0,A,A,0,No Deposit,493.0,,0,Contract,80.0,0,1,2017-04-23
-Resort Hotel,0,195,2016,September,39,22,2,5,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,243.0,,0,Contract,53.85,0,0,2016-09-29
-City Hotel,0,115,2016,February,9,27,2,2,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,1,No Deposit,134.0,,0,Transient-Party,76.0,0,0,2016-03-02
-Resort Hotel,0,22,2017,July,31,31,1,4,2,0.0,0,BB,SWE,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,225.0,0,2,2017-08-05
-Resort Hotel,0,218,2017,May,19,8,2,5,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,82.0,1,1,2017-05-15
-City Hotel,0,51,2016,March,13,21,1,3,2,0.0,0,SC,PRT,Online TA,TA/TO,0,0,0,B,B,0,No Deposit,9.0,,0,Transient-Party,83.3,0,1,2016-03-25
-Resort Hotel,0,6,2016,March,13,23,0,2,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,D,0,No Deposit,240.0,,0,Transient,66.5,1,1,2016-03-25
-City Hotel,0,34,2015,September,38,13,2,4,2,0.0,0,SC,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Contract,94.95,0,1,2015-09-19
-City Hotel,0,48,2017,April,17,26,0,3,2,1.0,0,BB,IND,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient-Party,144.0,0,2,2017-04-29
-Resort Hotel,0,262,2015,September,39,21,1,3,2,0.0,0,HB,BEL,Groups,Corporate,0,0,0,A,A,0,No Deposit,183.0,,0,Transient-Party,91.2,0,0,2015-09-25
-City Hotel,0,180,2016,May,19,2,1,1,2,0.0,0,BB,ITA,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,3.0,,0,Transient-Party,100.0,0,1,2016-05-04
-City Hotel,0,386,2016,October,44,23,2,0,2,0.0,0,HB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient-Party,115.0,0,1,2016-10-25
-City Hotel,0,4,2017,July,29,17,1,1,1,0.0,0,BB,PRT,Corporate,Corporate,1,0,19,A,C,0,No Deposit,,40.0,0,Transient,65.0,0,2,2017-07-19
-City Hotel,0,46,2016,June,25,17,0,2,2,0.0,0,BB,PRT,Complementary,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,0.0,0,0,2016-06-19
-City Hotel,0,0,2017,February,6,5,2,0,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,2,No Deposit,,,0,Transient,79.0,0,0,2017-02-07
-City Hotel,0,168,2015,September,37,11,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,1.0,,0,Transient-Party,60.0,0,0,2015-09-13
-City Hotel,0,212,2016,May,21,20,2,3,2,0.0,0,BB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,21.0,,0,Transient-Party,78.0,0,0,2016-05-25
-Resort Hotel,0,92,2017,April,13,1,1,1,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,C,0,No Deposit,240.0,,0,Transient,48.0,0,1,2017-04-03
-City Hotel,0,35,2015,October,43,20,0,4,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Contract,96.3,0,2,2015-10-24
-Resort Hotel,0,360,2016,August,34,18,4,10,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,40.0,,0,Contract,59.8,0,0,2016-09-01
-City Hotel,0,54,2017,February,9,28,0,4,3,0.0,0,BB,JPN,Online TA,TA/TO,0,0,0,E,E,1,No Deposit,9.0,,0,Transient,116.88,0,0,2017-03-04
-Resort Hotel,0,218,2017,August,34,22,1,5,2,0.0,0,HB,IRL,Direct,Direct,0,0,0,A,A,1,No Deposit,250.0,,0,Transient,170.38,0,1,2017-08-28
-City Hotel,0,4,2016,July,29,11,1,0,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,151.0,0,2,2016-07-12
-Resort Hotel,0,30,2016,October,42,15,2,2,2,0.0,0,BB,ESP,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,6.0,,0,Transient,42.0,1,0,2016-10-19
-Resort Hotel,0,55,2015,September,40,29,2,5,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,69.0,,0,Contract,44.5,0,1,2015-10-06
-City Hotel,0,9,2016,August,36,29,1,4,1,0.0,0,BB,NLD,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,128.4,0,2,2016-09-03
-City Hotel,0,66,2016,April,17,19,0,4,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,112.2,0,0,2016-04-23
-City Hotel,1,288,2016,April,17,21,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0,2015-10-21
+hotel,lead_time,arrival_date_year,arrival_date_month,arrival_date_week_number,arrival_date_day_of_month,stays_in_weekend_nights,stays_in_week_nights,adults,children,babies,meal,country,market_segment,distribution_channel,is_repeated_guest,previous_cancellations,previous_bookings_not_canceled,reserved_room_type,assigned_room_type,booking_changes,deposit_type,agent,company,days_in_waiting_list,customer_type,adr,required_car_parking_spaces,total_of_special_requests
+City Hotel,108,2016,March,13,24,2,3,0,2.0,0,BB,PRT,Online TA,TA/TO,0,0,0,B,B,0,No Deposit,8.0,,0,Transient-Party,120.0,0,1
+Resort Hotel,6,2017,February,6,9,0,1,1,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,56.0,0,2
+Resort Hotel,15,2015,July,31,31,0,2,2,0.0,0,BB,CHN,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,173.0,1,2
+City Hotel,2,2016,October,41,8,1,1,1,0.0,0,BB,BEL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,160.0,0,2
+City Hotel,462,2017,July,26,1,2,1,2,0.0,0,BB,GBR,Groups,TA/TO,0,0,0,A,A,0,No Deposit,229.0,,0,Transient-Party,112.67,0,2
+Resort Hotel,111,2016,June,23,2,0,3,2,0.0,0,BB,IRL,Online TA,TA/TO,0,0,0,A,C,0,No Deposit,240.0,,0,Transient,80.0,0,1
+City Hotel,155,2017,April,17,28,2,2,1,0.0,0,BB,DEU,Direct,Direct,0,0,0,A,A,1,No Deposit,14.0,,0,Transient,99.0,0,1
+City Hotel,87,2016,March,12,14,1,4,2,0.0,0,BB,FRA,Direct,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,72.25,0,2
+Resort Hotel,213,2016,May,21,16,1,1,2,0.0,0,HB,DEU,Groups,TA/TO,0,0,0,A,A,0,No Deposit,298.0,,0,Transient-Party,85.0,0,0
+Resort Hotel,92,2015,September,36,3,2,7,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,240.0,,0,Transient,123.0,1,0
+Resort Hotel,0,2016,April,16,11,1,3,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,3,A,A,0,No Deposit,,47.0,0,Transient,39.0,0,0
+City Hotel,1,2016,December,52,24,1,1,2,0.0,0,BB,DZA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,71.69,0,1
+City Hotel,192,2016,June,26,24,0,2,1,0.0,0,BB,SRB,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,34.0,,0,Transient-Party,95.0,0,0
+City Hotel,177,2017,April,15,15,2,1,2,0.0,0,HB,CN,Groups,TA/TO,0,0,0,A,A,1,No Deposit,2.0,,0,Transient-Party,105.33,0,1
+City Hotel,106,2017,June,25,19,1,3,1,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,117.0,0,1
+Resort Hotel,18,2016,December,51,17,4,10,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,241.0,,0,Transient,46.22,0,1
+City Hotel,35,2015,November,46,14,1,1,1,0.0,0,BB,KOR,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient,81.0,0,1
+City Hotel,8,2017,June,23,6,0,1,1,0.0,0,BB,JPN,Online TA,TA/TO,0,0,0,A,E,0,No Deposit,8.0,,0,Transient,150.0,0,1
+Resort Hotel,217,2016,August,35,22,1,2,2,2.0,0,BB,USA,Online TA,TA/TO,0,0,0,C,C,0,No Deposit,242.0,,0,Transient,174.0,1,1
+City Hotel,23,2017,August,35,30,0,2,2,2.0,0,BB,IDN,Online TA,TA/TO,0,0,0,F,F,0,No Deposit,9.0,,0,Transient,250.0,0,0
+City Hotel,10,2015,December,50,10,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,1,0,6,A,A,0,No Deposit,,40.0,0,Transient,74.0,0,0
+City Hotel,12,2016,February,9,24,0,4,2,1.0,0,HB,FRA,Online TA,TA/TO,0,0,0,A,D,1,No Deposit,9.0,,0,Transient-Party,158.5,0,3
+Resort Hotel,72,2016,May,20,12,1,3,3,0.0,0,BB,GBR,Direct,Direct,0,0,0,H,H,1,No Deposit,250.0,,0,Transient,160.0,0,0
+City Hotel,66,2015,September,39,20,2,3,2,0.0,0,BB,CHE,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,89.25,0,1
+City Hotel,179,2017,May,18,3,0,3,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,2,No Deposit,9.0,,0,Transient,117.0,0,2
+City Hotel,164,2015,October,40,2,0,2,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,19.0,,0,Transient-Party,100.0,0,0
+City Hotel,151,2017,March,12,20,1,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,37.0,,0,Transient-Party,95.0,0,1
+Resort Hotel,102,2017,July,28,10,1,2,2,0.0,0,HB,ESP,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,211.0,0,2
+City Hotel,8,2017,January,2,10,0,2,2,0.0,0,BB,PER,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,75.08,0,1
+Resort Hotel,6,2016,April,15,7,2,6,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient-Party,75.0,0,0
+Resort Hotel,126,2016,July,31,25,2,5,2,2.0,0,HB,PRT,Online TA,TA/TO,0,0,0,G,G,0,No Deposit,240.0,,0,Transient,302.86,1,0
+Resort Hotel,0,2015,December,51,16,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,31.0,0,Transient,35.0,1,0
+Resort Hotel,29,2015,November,47,19,1,3,2,0.0,0,BB,IRL,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,115.0,,0,Transient,26.1,0,0
+City Hotel,99,2016,May,22,26,0,3,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,140.4,0,0
+City Hotel,6,2015,August,34,19,0,3,2,0.0,0,BB,BEL,Direct,Direct,0,0,0,D,D,0,No Deposit,14.0,,0,Transient,79.0,0,0
+City Hotel,165,2017,June,24,14,0,4,2,0.0,0,BB,NLD,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,144.0,0,0
+City Hotel,21,2016,February,8,17,0,3,2,0.0,0,SC,BRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,79.0,0,1
+City Hotel,1,2015,December,50,6,2,1,1,0.0,0,SC,ESP,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,83.0,,0,Group,66.0,1,1
+City Hotel,148,2016,May,19,5,0,3,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient-Party,105.3,0,0
+City Hotel,69,2016,June,25,12,2,4,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,236.0,,0,Transient,120.0,0,0
+City Hotel,30,2016,June,25,18,2,1,2,2.0,0,BB,ITA,Online TA,TA/TO,0,0,0,F,F,1,No Deposit,9.0,,0,Transient,198.9,0,3
+City Hotel,39,2017,June,24,11,2,2,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,112.0,0,3
+Resort Hotel,90,2016,December,52,19,1,3,2,0.0,0,HB,NLD,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,64.8,0,2
+City Hotel,20,2016,October,41,4,0,2,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,28.0,,0,Transient,85.0,0,0
+City Hotel,197,2016,August,34,18,0,3,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,28.0,,0,Transient-Party,112.0,0,1
+City Hotel,21,2016,July,28,5,0,5,2,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,139.0,0,1
+City Hotel,479,2017,August,32,9,0,3,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,229.0,,0,Transient-Party,112.67,0,1
+Resort Hotel,236,2016,May,20,12,0,3,2,0.0,0,BB,GBR,Groups,TA/TO,0,0,0,A,C,0,No Deposit,315.0,,0,Transient-Party,48.0,0,0
+City Hotel,28,2016,September,36,1,0,3,1,0.0,0,BB,GBR,Direct,Direct,0,0,0,E,E,1,No Deposit,14.0,,0,Transient,173.2,0,0
+Resort Hotel,15,2017,March,13,30,2,6,0,0.0,0,SC,PRT,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,523.0,0,Transient-Party,0.0,0,0
+Resort Hotel,0,2017,February,6,7,0,0,1,0.0,0,BB,PRT,Online TA,TA/TO,1,0,0,A,A,0,No Deposit,314.0,,0,Transient,0.0,0,0
+Resort Hotel,325,2017,June,25,23,2,4,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,2,No Deposit,240.0,,0,Transient,85.21,0,1
+City Hotel,5,2016,September,38,17,1,1,2,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,154.0,1,4
+Resort Hotel,36,2016,October,43,20,1,3,2,0.0,0,BB,GBR,Groups,Corporate,0,0,0,A,A,3,No Deposit,,,0,Transient-Party,49.0,0,0
+Resort Hotel,4,2017,June,22,1,0,2,2,0.0,0,HB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,122.0,0,1
+City Hotel,11,2017,February,6,10,2,2,2,0.0,0,SC,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,54.71,0,0
+City Hotel,73,2016,December,49,1,0,3,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,28.0,,0,Transient,75.0,0,0
+Resort Hotel,31,2016,December,53,30,0,2,2,0.0,0,HB,PRT,Groups,Direct,1,0,1,A,A,0,No Deposit,,,0,Transient-Party,305.0,0,1
+City Hotel,75,2017,July,27,8,2,1,2,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,120.0,0,1
+City Hotel,130,2017,July,30,24,2,5,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,27.0,,0,Transient,80.1,0,1
+City Hotel,5,2017,May,21,23,0,3,1,0.0,0,BB,PRT,Corporate,Corporate,1,0,2,A,A,0,No Deposit,,40.0,0,Transient,65.0,0,1
+City Hotel,74,2015,September,38,18,0,2,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,6.0,,0,Transient-Party,101.5,0,0
+City Hotel,3,2015,November,45,2,1,1,1,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,77.77,0,0
+Resort Hotel,268,2016,June,25,15,2,5,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,241.0,,0,Transient,57.15,1,1
+City Hotel,42,2015,September,38,17,0,3,2,0.0,0,BB,BEL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Contract,111.6,0,3
+City Hotel,152,2016,August,35,23,2,5,2,0.0,0,BB,BEL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,98.87,0,0
+City Hotel,59,2016,January,5,28,0,1,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,87.0,,0,Transient-Party,80.0,0,0
+City Hotel,55,2016,April,15,6,0,1,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,56.0,,0,Transient-Party,104.0,0,0
+Resort Hotel,32,2016,April,17,19,2,5,1,0.0,0,HB,GBR,Groups,Direct,0,0,0,A,C,0,No Deposit,273.0,,0,Transient-Party,44.36,0,0
+City Hotel,143,2016,August,34,14,2,2,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,114.3,0,1
+Resort Hotel,83,2016,April,18,26,0,3,2,0.0,0,HB,GBR,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,171.0,,0,Transient,75.6,0,1
+Resort Hotel,28,2016,October,43,18,0,2,2,0.0,0,BB,USA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,241.0,,0,Transient,43.89,0,1
+City Hotel,6,2016,November,47,13,1,0,2,0.0,0,BB,PRT,Complementary,Direct,0,0,0,F,F,0,No Deposit,45.0,,0,Transient,0.0,0,0
+City Hotel,121,2017,May,21,27,2,4,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,A,A,1,No Deposit,168.0,,0,Transient,89.1,0,2
+City Hotel,12,2015,August,32,5,0,3,2,0.0,0,BB,RUS,Corporate,Corporate,0,0,0,A,D,0,No Deposit,,38.0,0,Transient-Party,65.0,0,0
+City Hotel,56,2017,May,20,17,0,1,1,0.0,0,SC,PRT,Online TA,TA/TO,0,0,0,A,D,0,No Deposit,7.0,,0,Transient,108.0,0,0
+City Hotel,6,2017,June,24,12,1,0,1,0.0,0,BB,FIN,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient,144.0,0,0
+City Hotel,7,2017,March,12,22,2,9,2,0.0,1,BB,PRT,Online TA,TA/TO,0,0,0,F,F,2,No Deposit,9.0,,0,Transient,212.73,0,2
+City Hotel,17,2016,September,37,8,0,1,2,0.0,0,BB,CHE,Online TA,TA/TO,0,0,0,D,E,1,No Deposit,7.0,,0,Transient,118.58,0,1
+City Hotel,58,2016,June,24,10,1,2,2,0.0,0,SC,ESP,Online TA,TA/TO,0,0,0,A,D,2,No Deposit,9.0,,0,Transient,116.1,0,1
+City Hotel,30,2017,May,18,1,1,3,2,0.0,0,BB,LUX,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,179.0,0,0
+City Hotel,258,2015,July,27,2,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,1,2,0,A,A,0,No Deposit,1.0,,0,Contract,62.0,0,0
+City Hotel,66,2016,April,14,1,1,2,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,92.7,0,1
+Resort Hotel,156,2017,May,19,8,2,5,2,0.0,0,HB,IRL,Groups,TA/TO,0,0,0,E,E,0,No Deposit,434.0,,0,Transient-Party,102.0,0,0
+Resort Hotel,235,2017,July,27,3,4,10,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,243.0,,0,Contract,106.85,0,0
+Resort Hotel,63,2017,February,5,4,4,10,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,250.0,,0,Transient,39.84,0,1
+City Hotel,49,2016,November,47,14,2,5,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,42.0,,0,Transient,80.0,0,0
+City Hotel,12,2017,January,3,16,1,1,1,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,90.0,0,1
+City Hotel,16,2016,November,46,6,2,3,1,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,169.6,0,1
+City Hotel,66,2016,July,31,29,0,1,3,0.0,0,BB,BRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,137.7,0,0
+City Hotel,4,2016,February,7,12,2,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,28.0,,0,Transient,85.0,0,0
+City Hotel,117,2016,August,35,24,1,4,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,28.0,,0,Transient,72.25,0,0
+City Hotel,5,2015,August,33,10,1,5,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Contract,90.0,0,1
+City Hotel,194,2016,September,38,12,1,3,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,,,0,Transient-Party,101.4,0,1
+City Hotel,97,2016,April,18,25,1,3,2,0.0,0,SC,USA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,8.0,,0,Transient,80.75,0,1
+City Hotel,128,2017,May,21,26,0,2,2,0.0,0,BB,NLD,Online TA,TA/TO,0,0,0,D,D,1,No Deposit,9.0,,0,Transient-Party,135.0,0,2
+Resort Hotel,37,2017,February,8,25,2,2,2,0.0,0,BB,GBR,Direct,Direct,0,0,0,F,F,0,No Deposit,250.0,,0,Transient,77.0,0,1
+City Hotel,65,2017,January,1,1,2,4,2,2.0,0,BB,CHE,Direct,Direct,0,0,0,F,F,1,No Deposit,14.0,,0,Transient,152.5,0,0
+Resort Hotel,166,2017,June,26,25,4,10,2,0.0,0,HB,GBR,Offline TA/TO,TA/TO,0,0,0,D,D,1,No Deposit,243.0,,0,Transient,110.0,0,0
+City Hotel,98,2016,October,45,30,2,2,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,90.45,0,1
+Resort Hotel,29,2017,March,13,29,0,4,2,0.0,0,BB,ESP,Direct,Direct,0,0,0,A,A,1,No Deposit,250.0,,0,Transient,67.5,0,2
+Resort Hotel,43,2017,May,18,4,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,169.0,0,Transient,50.0,0,0
+Resort Hotel,92,2016,July,29,16,4,6,2,0.0,0,HB,PRT,Direct,Direct,0,1,1,E,E,0,No Deposit,,,0,Transient,195.0,0,0
+Resort Hotel,194,2016,August,33,7,2,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,96.0,,0,Transient,97.4,0,1
+City Hotel,4,2016,January,2,4,1,0,1,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,76.0,0,1
+City Hotel,1,2017,May,19,9,0,1,1,0.0,0,BB,ESP,Online TA,GDS,0,0,0,D,D,0,No Deposit,195.0,,0,Transient,110.0,0,0
+Resort Hotel,103,2017,March,13,27,1,1,2,0.0,0,BB,PRT,Groups,Corporate,0,0,0,D,D,0,Non Refund,495.0,,0,Transient,65.0,0,0
+Resort Hotel,29,2017,February,8,25,1,1,2,0.0,0,BB,PRT,Online TA,Direct,1,0,0,D,D,0,No Deposit,240.0,,0,Transient-Party,58.0,0,2
+City Hotel,11,2016,February,7,13,0,1,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,D,D,1,No Deposit,,,0,Transient,95.0,0,2
+City Hotel,41,2016,December,49,1,0,3,2,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,89.0,,0,Transient,66.88,0,0
+City Hotel,76,2017,July,27,2,1,0,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,403.0,,0,Transient,80.1,0,0
+City Hotel,20,2016,May,22,28,1,1,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,143.0,0,1
+Resort Hotel,8,2017,May,20,14,2,2,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,314.0,,0,Transient-Party,91.18,0,1
+City Hotel,81,2016,November,46,6,2,2,1,0.0,0,BB,DNK,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,8.0,,0,Transient,146.6,0,1
+City Hotel,111,2017,April,14,3,1,1,2,0.0,0,BB,ISR,Groups,TA/TO,0,0,0,A,A,0,No Deposit,37.0,,0,Transient-Party,95.0,0,1
+Resort Hotel,25,2017,February,8,24,2,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient,34.0,0,0
+City Hotel,100,2016,August,35,26,2,2,3,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,150.3,0,1
+Resort Hotel,10,2017,January,2,12,0,3,2,0.0,0,BB,CHE,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,48.0,0,1
+City Hotel,9,2016,April,16,12,0,1,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,131.0,0,1
+City Hotel,24,2016,March,13,26,2,1,2,0.0,0,BB,AUT,Groups,TA/TO,0,0,0,A,D,0,No Deposit,1.0,,0,Transient-Party,100.0,0,1
+City Hotel,92,2016,March,12,18,0,2,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,87.3,0,0
+City Hotel,15,2016,December,50,10,1,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,107.5,0,0
+City Hotel,29,2017,May,19,9,0,2,1,0.0,0,BB,POL,Groups,TA/TO,0,0,0,A,A,4,No Deposit,39.0,,0,Transient-Party,130.0,0,0
+City Hotel,67,2016,October,43,19,0,4,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,7.0,,0,Transient,117.6,0,0
+Resort Hotel,125,2015,August,34,19,1,4,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,D,0,No Deposit,240.0,,0,Transient,134.0,1,0
+City Hotel,169,2017,August,32,8,0,3,3,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,2,No Deposit,9.0,,0,Transient-Party,175.5,0,1
+Resort Hotel,5,2017,May,20,15,1,0,1,0.0,0,BB,GBR,Complementary,TA/TO,1,0,1,E,E,0,No Deposit,40.0,,0,Transient,0.0,1,2
+City Hotel,102,2015,October,42,16,0,2,2,0.0,0,HB,AUT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient-Party,109.0,0,0
+Resort Hotel,183,2016,November,47,18,1,2,2,0.0,0,HB,GBR,Groups,TA/TO,0,0,0,A,I,0,No Deposit,411.0,,116,Transient-Party,52.0,0,0
+Resort Hotel,1,2016,December,49,3,0,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,D,0,No Deposit,240.0,,0,Transient,65.0,0,0
+City Hotel,149,2016,June,26,25,2,1,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,85.0,,0,Transient,80.75,0,1
+Resort Hotel,121,2016,September,40,25,2,3,2,0.0,0,BB,NLD,Online TA,TA/TO,0,0,0,F,F,0,No Deposit,241.0,,0,Transient,98.75,0,1
+City Hotel,45,2016,July,28,9,2,2,3,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,E,0,No Deposit,9.0,,0,Transient,145.35,0,2
+City Hotel,156,2017,April,17,26,0,3,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,37.0,,0,Transient,100.0,0,0
+Resort Hotel,0,2016,April,17,19,0,1,2,0.0,0,BB,IRL,Online TA,TA/TO,0,0,0,A,G,0,No Deposit,240.0,,0,Transient,77.0,0,0
+City Hotel,247,2016,June,24,6,1,1,2,0.0,0,HB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient-Party,115.0,0,1
+City Hotel,36,2016,January,4,19,0,2,1,0.0,0,BB,USA,Offline TA/TO,TA/TO,0,0,0,A,D,2,No Deposit,19.0,,0,Transient-Party,71.0,0,0
+Resort Hotel,36,2017,May,22,28,2,1,2,0.0,0,BB,FIN,Direct,Direct,0,0,0,F,F,0,No Deposit,250.0,,0,Transient,142.0,1,2
+City Hotel,80,2017,July,27,6,2,4,1,0.0,0,SC,BEL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient-Party,120.0,0,1
+City Hotel,32,2016,February,6,5,0,2,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,D,D,2,No Deposit,9.0,,0,Transient,89.3,0,1
+Resort Hotel,19,2015,October,41,10,1,1,2,2.0,0,BB,ESP,Online TA,TA/TO,0,0,0,G,G,0,No Deposit,240.0,,0,Transient,117.0,0,3
+City Hotel,82,2017,January,1,7,6,16,2,0.0,0,SC,BRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,74.8,0,4
+Resort Hotel,5,2015,November,48,22,2,0,1,0.0,0,BB,USA,Online TA,TA/TO,0,0,0,A,D,0,No Deposit,240.0,,0,Transient,40.0,0,1
+City Hotel,120,2016,August,32,5,4,10,2,2.0,0,BB,FRA,Online TA,TA/TO,0,0,0,G,G,0,No Deposit,7.0,,0,Transient,220.0,1,1
+Resort Hotel,13,2016,August,33,8,2,5,3,0.0,0,HB,DEU,Direct,Direct,0,0,0,A,A,1,No Deposit,,,0,Transient-Party,161.1,0,2
+City Hotel,74,2016,April,14,1,2,2,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,11.0,,0,Transient,59.37,0,0
+City Hotel,115,2016,February,9,27,2,2,1,0.0,0,BB,MOZ,Offline TA/TO,TA/TO,0,0,0,A,E,1,No Deposit,134.0,,0,Transient-Party,76.0,0,1
+City Hotel,184,2017,August,34,20,2,2,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,126.0,0,0
+Resort Hotel,1,2017,May,22,31,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,C,0,No Deposit,,195.0,0,Transient,75.0,0,0
+Resort Hotel,58,2016,March,13,24,0,3,2,2.0,0,BB,PRT,Online TA,TA/TO,0,0,0,G,G,0,No Deposit,240.0,,0,Transient,115.0,0,0
+Resort Hotel,102,2016,April,18,30,2,4,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,241.0,,0,Transient,45.66,0,1
+City Hotel,38,2016,June,27,27,1,3,2,0.0,0,SC,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,28.0,,0,Transient,63.75,0,0
+City Hotel,203,2016,December,53,30,2,2,3,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,D,D,2,No Deposit,9.0,,0,Transient,120.7,0,0
+City Hotel,34,2016,October,41,2,2,0,3,0.0,0,BB,CHE,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,7.0,,0,Transient,122.45,0,1
+Resort Hotel,4,2017,April,17,26,0,2,1,0.0,0,BB,PRT,Corporate,Corporate,1,0,1,A,A,0,No Deposit,,112.0,0,Transient,45.0,0,0
+Resort Hotel,28,2016,February,7,10,2,6,2,0.0,0,HB,FRA,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,171.0,,0,Transient,55.0,0,0
+Resort Hotel,168,2017,March,12,20,1,2,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,177.0,,0,Transient,30.6,0,0
+City Hotel,320,2016,August,34,18,0,2,2,0.0,0,HB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient-Party,115.0,0,1
+Resort Hotel,187,2016,April,16,11,3,7,2,0.0,0,HB,GBR,Online TA,TA/TO,0,0,0,E,E,1,No Deposit,240.0,,0,Transient,108.0,0,2
+Resort Hotel,57,2015,July,29,15,0,2,2,0.0,0,FB,PRT,Groups,Direct,0,0,0,A,A,0,No Deposit,305.0,,0,Transient,107.0,0,0
+City Hotel,21,2017,March,11,14,0,1,1,0.0,0,BB,ESP,Groups,TA/TO,0,0,0,A,A,2,No Deposit,254.0,,0,Transient-Party,251.0,0,0
+City Hotel,97,2016,March,11,12,1,1,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,78.3,0,0
+City Hotel,243,2016,September,40,27,2,6,2,0.0,0,BB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,28.0,,0,Transient,80.75,0,0
+City Hotel,24,2016,March,13,26,2,1,2,0.0,0,BB,AUT,Groups,TA/TO,0,0,0,A,D,0,No Deposit,1.0,,0,Transient-Party,100.0,0,0
+City Hotel,335,2016,October,42,13,0,3,1,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,56.0,,0,Transient-Party,80.0,0,0
+City Hotel,56,2017,April,15,10,1,2,2,1.0,0,HB,ESP,Direct,Direct,0,0,0,A,D,1,No Deposit,14.0,,0,Transient,195.0,1,3
+Resort Hotel,40,2017,January,3,16,1,1,1,0.0,0,Undefined,PRT,Groups,Direct,0,0,0,A,C,0,No Deposit,,,0,Transient-Party,55.0,0,0
+Resort Hotel,208,2016,August,32,2,4,12,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,E,E,0,No Deposit,156.0,,0,Transient,141.1,0,0
+City Hotel,349,2016,October,41,4,1,5,2,0.0,0,BB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,58.0,,162,Transient-Party,123.33,0,0
+City Hotel,65,2016,December,52,21,0,4,3,0.0,0,HB,FRA,Offline TA/TO,TA/TO,0,0,0,A,D,1,No Deposit,22.0,,0,Transient,122.65,0,0
+City Hotel,1,2015,August,33,11,0,1,1,0.0,0,BB,GRC,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,38.0,0,Transient-Party,70.0,0,0
+Resort Hotel,131,2017,April,16,16,2,5,2,0.0,0,HB,CHE,Groups,TA/TO,0,0,0,A,A,0,No Deposit,493.0,,0,Contract,80.0,0,1
+Resort Hotel,195,2016,September,39,22,2,5,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,243.0,,0,Contract,53.85,0,0
+City Hotel,115,2016,February,9,27,2,2,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,1,No Deposit,134.0,,0,Transient-Party,76.0,0,0
+Resort Hotel,22,2017,July,31,31,1,4,2,0.0,0,BB,SWE,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,225.0,0,2
+Resort Hotel,218,2017,May,19,8,2,5,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,82.0,1,1
+City Hotel,51,2016,March,13,21,1,3,2,0.0,0,SC,PRT,Online TA,TA/TO,0,0,0,B,B,0,No Deposit,9.0,,0,Transient-Party,83.3,0,1
+Resort Hotel,6,2016,March,13,23,0,2,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,D,0,No Deposit,240.0,,0,Transient,66.5,1,1
+City Hotel,34,2015,September,38,13,2,4,2,0.0,0,SC,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Contract,94.95,0,1
+City Hotel,48,2017,April,17,26,0,3,2,1.0,0,BB,IND,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient-Party,144.0,0,2
+Resort Hotel,262,2015,September,39,21,1,3,2,0.0,0,HB,BEL,Groups,Corporate,0,0,0,A,A,0,No Deposit,183.0,,0,Transient-Party,91.2,0,0
+City Hotel,180,2016,May,19,2,1,1,2,0.0,0,BB,ITA,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,3.0,,0,Transient-Party,100.0,0,1
+City Hotel,386,2016,October,44,23,2,0,2,0.0,0,HB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient-Party,115.0,0,1
+City Hotel,4,2017,July,29,17,1,1,1,0.0,0,BB,PRT,Corporate,Corporate,1,0,19,A,C,0,No Deposit,,40.0,0,Transient,65.0,0,2
+City Hotel,46,2016,June,25,17,0,2,2,0.0,0,BB,PRT,Complementary,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,0.0,0,0
+City Hotel,0,2017,February,6,5,2,0,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,2,No Deposit,,,0,Transient,79.0,0,0
+City Hotel,168,2015,September,37,11,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,1.0,,0,Transient-Party,60.0,0,0
+City Hotel,212,2016,May,21,20,2,3,2,0.0,0,BB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,21.0,,0,Transient-Party,78.0,0,0
+Resort Hotel,92,2017,April,13,1,1,1,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,C,0,No Deposit,240.0,,0,Transient,48.0,0,1
+City Hotel,35,2015,October,43,20,0,4,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Contract,96.3,0,2
+Resort Hotel,360,2016,August,34,18,4,10,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,40.0,,0,Contract,59.8,0,0
+City Hotel,54,2017,February,9,28,0,4,3,0.0,0,BB,JPN,Online TA,TA/TO,0,0,0,E,E,1,No Deposit,9.0,,0,Transient,116.88,0,0
+Resort Hotel,218,2017,August,34,22,1,5,2,0.0,0,HB,IRL,Direct,Direct,0,0,0,A,A,1,No Deposit,250.0,,0,Transient,170.38,0,1
+City Hotel,4,2016,July,29,11,1,0,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,151.0,0,2
+Resort Hotel,30,2016,October,42,15,2,2,2,0.0,0,BB,ESP,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,6.0,,0,Transient,42.0,1,0
+Resort Hotel,55,2015,September,40,29,2,5,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,69.0,,0,Contract,44.5,0,1
+City Hotel,9,2016,August,36,29,1,4,1,0.0,0,BB,NLD,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,128.4,0,2
+City Hotel,66,2016,April,17,19,0,4,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,112.2,0,0
+City Hotel,288,2016,April,17,21,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0
diff --git a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_004/history.csv b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_004/history.csv
index b0a010d708c54817d343e9f562af1f21aac1b001..d57faea698700c12e7ff0fb6caf36a7d858f86b3 100644
--- a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_004/history.csv
+++ b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_004/history.csv
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:ce022d55149597d83ba49a74f887c9063633a177428691058aad8f5e827b5f60
-size 16812723
+oid sha256:8e3b33e87ff7d6ddc87407836b414833938941c617297952b07272caa1972a7a
+size 15266648
diff --git a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_004/info.json b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_004/info.json
index 4816c05993309461836de8622438e342f2e503ff..20956c93d07801fe3772275e08832605a78593ed 100644
--- a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_004/info.json
+++ b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_004/info.json
@@ -1,398 +1,391 @@
-{
-    "name": "Hotel Booking Demand",
-    "source": "https://www.kaggle.com/datasets/jessemostipak/hotel-booking-demand/data",
-    "data_intro": "This dataset contains hotel booking data for a city hotel and a resort hotel, providing details on booking dates, stay duration, guest count, cancellation trends, and pricing. It is useful for demand forecasting, revenue management, and customer behavior analysis.",
-    "is_splited": false,
-    "overall_size": 119390,
-    "train_size": 0,
-    "test_size": 0,
-    "c_classes": 12,
-    "n_classes": 20,
-    "cat_feature_intro": {
-        "hotel": "Type of hotel (City Hotel or Resort Hotel).",
-        "arrival_date_month": "Month of arrival for the booking.",
-        "meal": "Type of meal plan booked (e.g., Breakfast included, Half board, Full board).",
-        "country": "Country of origin of the guest.",
-        "market_segment": "Booking distribution channel (e.g., direct, corporate, travel agent).",
-        "distribution_channel": "Channel through which the booking was made (e.g., online travel agents, direct).",
-        "reserved_room_type": "Type of room reserved by the guest before any changes.",
-        "assigned_room_type": "Final room type assigned to the guest.",
-        "deposit_type": "Indicates if a deposit was made and its type (e.g., No Deposit, Refundable, Non-Refundable).",
-        "customer_type": "Type of customer (e.g., transient, group, contract).",
-        "reservation_status": "Final status of the booking (e.g., Canceled, Checked-out, No-show).",
-        "reservation_status_date": "Date when the reservation status was last updated."
-    },
-    "num_feature_intro": {
-        "is_canceled": "Indicates whether the booking was canceled (1) or not (0).",
-        "lead_time": "Number of days between booking and arrival.",
-        "arrival_date_year": "Year of arrival for the booking.",
-        "arrival_date_week_number": "Week number of the arrival date.",
-        "arrival_date_day_of_month": "Day of the month of arrival.",
-        "stays_in_weekend_nights": "Number of weekend nights (Saturday or Sunday) the guest stayed.",
-        "stays_in_week_nights": "Number of weekday nights (Monday to Friday) the guest stayed.",
-        "adults": "Number of adults included in the booking.",
-        "children": "Number of children included in the booking.",
-        "babies": "Number of babies included in the booking.",
-        "is_repeated_guest": "Indicates whether the guest is a returning customer (1) or not (0).",
-        "previous_cancellations": "Number of times the guest has canceled previous bookings.",
-        "previous_bookings_not_canceled": "Number of previous bookings not canceled by the guest.",
-        "booking_changes": "Number of changes made to the booking.",
-        "agent": "ID of the booking agent (if applicable).",
-        "company": "ID of the company making the booking (if applicable).",
-        "days_in_waiting_list": "Number of days the booking was on the waiting list before confirmation.",
-        "adr": "Average daily rate (price per night per room).",
-        "required_car_parking_spaces": "Number of car parking spaces required by the guest.",
-        "total_of_special_requests": "Number of special requests made by the guest (e.g., high floor, twin beds)."
-    },
-    "evaluation_metric": null,
-    "task_type": "classification",
-    "target": "reservation_status",
-    "num_feature_value": {
-        "adr": [
-            -6.38,
-            5400.0
-        ],
-        "adults": [
-            0.0,
-            55.0
-        ],
-        "agent": [
-            1.0,
-            535.0
-        ],
-        "arrival_date_day_of_month": [
-            1.0,
-            31.0
-        ],
-        "arrival_date_week_number": [
-            1.0,
-            53.0
-        ],
-        "arrival_date_year": [
-            2015.0,
-            2017.0
-        ],
-        "babies": [
-            0.0,
-            10.0
-        ],
-        "booking_changes": [
-            0.0,
-            21.0
-        ],
-        "children": [
-            0.0,
-            10.0
-        ],
-        "company": [
-            6.0,
-            543.0
-        ],
-        "days_in_waiting_list": [
-            0.0,
-            391.0
-        ],
-        "is_canceled": [
-            0.0,
-            1.0
-        ],
-        "is_repeated_guest": [
-            0.0,
-            1.0
-        ],
-        "lead_time": [
-            0.0,
-            737.0
-        ],
-        "previous_bookings_not_canceled": [
-            0.0,
-            72.0
-        ],
-        "previous_cancellations": [
-            0.0,
-            26.0
-        ],
-        "required_car_parking_spaces": [
-            0.0,
-            8.0
-        ],
-        "stays_in_week_nights": [
-            0.0,
-            50.0
-        ],
-        "stays_in_weekend_nights": [
-            0.0,
-            19.0
-        ],
-        "total_of_special_requests": [
-            0.0,
-            5.0
-        ]
-    },
-    "cat_feature_value": {
-        "arrival_date_month": [
-            "April",
-            "August",
-            "December",
-            "February",
-            "January",
-            "July",
-            "June",
-            "March",
-            "May",
-            "November",
-            "October",
-            "September"
-        ],
-        "assigned_room_type": [
-            "A",
-            "B",
-            "C",
-            "D",
-            "E",
-            "F",
-            "G",
-            "H",
-            "I",
-            "K",
-            "L",
-            "P"
-        ],
-        "country": [
-            "ABW",
-            "AGO",
-            "AIA",
-            "ALB",
-            "AND",
-            "ARE",
-            "ARG",
-            "ARM",
-            "ASM",
-            "ATA",
-            "ATF",
-            "AUS",
-            "AUT",
-            "AZE",
-            "BDI",
-            "BEL",
-            "BEN",
-            "BFA",
-            "BGD",
-            "BGR",
-            "BHR",
-            "BHS",
-            "BIH",
-            "BLR",
-            "BOL",
-            "BRA",
-            "BRB",
-            "BWA",
-            "CAF",
-            "CHE",
-            "CHL",
-            "CHN",
-            "CIV",
-            "CMR",
-            "CN",
-            "COL",
-            "COM",
-            "CPV",
-            "CRI",
-            "CUB",
-            "CYM",
-            "CYP",
-            "CZE",
-            "DEU",
-            "DJI",
-            "DMA",
-            "DNK",
-            "DOM",
-            "DZA",
-            "ECU",
-            "EGY",
-            "ESP",
-            "EST",
-            "ETH",
-            "FIN",
-            "FJI",
-            "FRA",
-            "FRO",
-            "GAB",
-            "GBR",
-            "GEO",
-            "GGY",
-            "GHA",
-            "GIB",
-            "GLP",
-            "GNB",
-            "GRC",
-            "GTM",
-            "GUY",
-            "HKG",
-            "HND",
-            "HRV",
-            "HUN",
-            "IDN",
-            "IMN",
-            "IND",
-            "IRL",
-            "IRN",
-            "IRQ",
-            "ISL",
-            "ISR",
-            "ITA",
-            "JAM",
-            "JEY",
-            "JOR",
-            "JPN",
-            "KAZ",
-            "KEN",
-            "KHM",
-            "KIR",
-            "KNA",
-            "KOR",
-            "KWT",
-            "LAO",
-            "LBN",
-            "LBY",
-            "LCA",
-            "LIE",
-            "LKA",
-            "LTU",
-            "LUX",
-            "LVA",
-            "MAC",
-            "MAR",
-            "MCO",
-            "MDG",
-            "MDV",
-            "MEX",
-            "MKD",
-            "MLI",
-            "MLT",
-            "MMR",
-            "MNE",
-            "MOZ",
-            "MRT",
-            "MUS",
-            "MWI",
-            "MYS",
-            "MYT",
-            "NAM",
-            "NCL",
-            "NGA",
-            "NIC",
-            "NLD",
-            "NOR",
-            "NPL",
-            "NZL",
-            "OMN",
-            "PAK",
-            "PAN",
-            "PER",
-            "PHL",
-            "PLW",
-            "POL",
-            "PRI",
-            "PRT",
-            "PRY",
-            "PYF",
-            "QAT",
-            "ROU",
-            "RUS",
-            "RWA",
-            "SAU",
-            "SDN",
-            "SEN",
-            "SGP",
-            "SLE",
-            "SLV",
-            "SMR",
-            "SRB",
-            "STP",
-            "SUR",
-            "SVK",
-            "SVN",
-            "SWE",
-            "SYC",
-            "SYR",
-            "TGO",
-            "THA",
-            "TJK",
-            "TMP",
-            "TUN",
-            "TUR",
-            "TWN",
-            "TZA",
-            "UGA",
-            "UKR",
-            "UMI",
-            "URY",
-            "USA",
-            "UZB",
-            "VEN",
-            "VGB",
-            "VNM",
-            "ZAF",
-            "ZMB",
-            "ZWE"
-        ],
-        "customer_type": [
-            "Contract",
-            "Group",
-            "Transient",
-            "Transient-Party"
-        ],
-        "deposit_type": [
-            "No Deposit",
-            "Non Refund",
-            "Refundable"
-        ],
-        "distribution_channel": [
-            "Corporate",
-            "Direct",
-            "GDS",
-            "TA/TO",
-            "Undefined"
-        ],
-        "hotel": [
-            "City Hotel",
-            "Resort Hotel"
-        ],
-        "market_segment": [
-            "Aviation",
-            "Complementary",
-            "Corporate",
-            "Direct",
-            "Groups",
-            "Offline TA/TO",
-            "Online TA",
-            "Undefined"
-        ],
-        "meal": [
-            "BB",
-            "FB",
-            "HB",
-            "SC",
-            "Undefined"
-        ],
-        "reservation_status": [
-            "Canceled",
-            "Check-Out",
-            "No-Show"
-        ],
-        "reservation_status_date": "string",
-        "reserved_room_type": [
-            "A",
-            "B",
-            "C",
-            "D",
-            "E",
-            "F",
-            "G",
-            "H",
-            "L",
-            "P"
-        ]
-    }
-}
\ No newline at end of file
+{
+  "name": "Hotel Booking Demand",
+  "source": "https://www.kaggle.com/datasets/jessemostipak/hotel-booking-demand/data",
+  "data_intro": "This dataset contains hotel booking data for a city hotel and a resort hotel, providing details on booking dates, stay duration, guest count, cancellation trends, and pricing. It is useful for demand forecasting, revenue management, and customer behavior analysis.",
+  "is_splited": false,
+  "overall_size": 119390,
+  "train_size": 0,
+  "test_size": 0,
+  "c_classes": 11,
+  "n_classes": 19,
+  "cat_feature_intro": {
+    "hotel": "Type of hotel (City Hotel or Resort Hotel).",
+    "arrival_date_month": "Month of arrival for the booking.",
+    "meal": "Type of meal plan booked (e.g., Breakfast included, Half board, Full board).",
+    "country": "Country of origin of the guest.",
+    "market_segment": "Booking distribution channel (e.g., direct, corporate, travel agent).",
+    "distribution_channel": "Channel through which the booking was made (e.g., online travel agents, direct).",
+    "reserved_room_type": "Type of room reserved by the guest before any changes.",
+    "assigned_room_type": "Final room type assigned to the guest.",
+    "deposit_type": "Indicates if a deposit was made and its type (e.g., No Deposit, Refundable, Non-Refundable).",
+    "customer_type": "Type of customer (e.g., transient, group, contract).",
+    "reservation_status": "Final status of the booking (e.g., Canceled, Checked-out, No-show)."
+  },
+  "num_feature_intro": {
+    "lead_time": "Number of days between booking and arrival.",
+    "arrival_date_year": "Year of arrival for the booking.",
+    "arrival_date_week_number": "Week number of the arrival date.",
+    "arrival_date_day_of_month": "Day of the month of arrival.",
+    "stays_in_weekend_nights": "Number of weekend nights (Saturday or Sunday) the guest stayed.",
+    "stays_in_week_nights": "Number of weekday nights (Monday to Friday) the guest stayed.",
+    "adults": "Number of adults included in the booking.",
+    "children": "Number of children included in the booking.",
+    "babies": "Number of babies included in the booking.",
+    "is_repeated_guest": "Indicates whether the guest is a returning customer (1) or not (0).",
+    "previous_cancellations": "Number of times the guest has canceled previous bookings.",
+    "previous_bookings_not_canceled": "Number of previous bookings not canceled by the guest.",
+    "booking_changes": "Number of changes made to the booking.",
+    "agent": "ID of the booking agent (if applicable).",
+    "company": "ID of the company making the booking (if applicable).",
+    "days_in_waiting_list": "Number of days the booking was on the waiting list before confirmation.",
+    "adr": "Average daily rate (price per night per room).",
+    "required_car_parking_spaces": "Number of car parking spaces required by the guest.",
+    "total_of_special_requests": "Number of special requests made by the guest (e.g., high floor, twin beds)."
+  },
+  "evaluation_metric": null,
+  "task_type": "classification",
+  "target": "reservation_status",
+  "num_feature_value": {
+    "adr": [
+      -6.38,
+      5400.0
+    ],
+    "adults": [
+      0.0,
+      55.0
+    ],
+    "agent": [
+      1.0,
+      535.0
+    ],
+    "arrival_date_day_of_month": [
+      1.0,
+      31.0
+    ],
+    "arrival_date_week_number": [
+      1.0,
+      53.0
+    ],
+    "arrival_date_year": [
+      2015.0,
+      2017.0
+    ],
+    "babies": [
+      0.0,
+      10.0
+    ],
+    "booking_changes": [
+      0.0,
+      21.0
+    ],
+    "children": [
+      0.0,
+      10.0
+    ],
+    "company": [
+      6.0,
+      543.0
+    ],
+    "days_in_waiting_list": [
+      0.0,
+      391.0
+    ],
+    "is_repeated_guest": [
+      0.0,
+      1.0
+    ],
+    "lead_time": [
+      0.0,
+      737.0
+    ],
+    "previous_bookings_not_canceled": [
+      0.0,
+      72.0
+    ],
+    "previous_cancellations": [
+      0.0,
+      26.0
+    ],
+    "required_car_parking_spaces": [
+      0.0,
+      8.0
+    ],
+    "stays_in_week_nights": [
+      0.0,
+      50.0
+    ],
+    "stays_in_weekend_nights": [
+      0.0,
+      19.0
+    ],
+    "total_of_special_requests": [
+      0.0,
+      5.0
+    ]
+  },
+  "cat_feature_value": {
+    "arrival_date_month": [
+      "April",
+      "August",
+      "December",
+      "February",
+      "January",
+      "July",
+      "June",
+      "March",
+      "May",
+      "November",
+      "October",
+      "September"
+    ],
+    "assigned_room_type": [
+      "A",
+      "B",
+      "C",
+      "D",
+      "E",
+      "F",
+      "G",
+      "H",
+      "I",
+      "K",
+      "L",
+      "P"
+    ],
+    "country": [
+      "ABW",
+      "AGO",
+      "AIA",
+      "ALB",
+      "AND",
+      "ARE",
+      "ARG",
+      "ARM",
+      "ASM",
+      "ATA",
+      "ATF",
+      "AUS",
+      "AUT",
+      "AZE",
+      "BDI",
+      "BEL",
+      "BEN",
+      "BFA",
+      "BGD",
+      "BGR",
+      "BHR",
+      "BHS",
+      "BIH",
+      "BLR",
+      "BOL",
+      "BRA",
+      "BRB",
+      "BWA",
+      "CAF",
+      "CHE",
+      "CHL",
+      "CHN",
+      "CIV",
+      "CMR",
+      "CN",
+      "COL",
+      "COM",
+      "CPV",
+      "CRI",
+      "CUB",
+      "CYM",
+      "CYP",
+      "CZE",
+      "DEU",
+      "DJI",
+      "DMA",
+      "DNK",
+      "DOM",
+      "DZA",
+      "ECU",
+      "EGY",
+      "ESP",
+      "EST",
+      "ETH",
+      "FIN",
+      "FJI",
+      "FRA",
+      "FRO",
+      "GAB",
+      "GBR",
+      "GEO",
+      "GGY",
+      "GHA",
+      "GIB",
+      "GLP",
+      "GNB",
+      "GRC",
+      "GTM",
+      "GUY",
+      "HKG",
+      "HND",
+      "HRV",
+      "HUN",
+      "IDN",
+      "IMN",
+      "IND",
+      "IRL",
+      "IRN",
+      "IRQ",
+      "ISL",
+      "ISR",
+      "ITA",
+      "JAM",
+      "JEY",
+      "JOR",
+      "JPN",
+      "KAZ",
+      "KEN",
+      "KHM",
+      "KIR",
+      "KNA",
+      "KOR",
+      "KWT",
+      "LAO",
+      "LBN",
+      "LBY",
+      "LCA",
+      "LIE",
+      "LKA",
+      "LTU",
+      "LUX",
+      "LVA",
+      "MAC",
+      "MAR",
+      "MCO",
+      "MDG",
+      "MDV",
+      "MEX",
+      "MKD",
+      "MLI",
+      "MLT",
+      "MMR",
+      "MNE",
+      "MOZ",
+      "MRT",
+      "MUS",
+      "MWI",
+      "MYS",
+      "MYT",
+      "NAM",
+      "NCL",
+      "NGA",
+      "NIC",
+      "NLD",
+      "NOR",
+      "NPL",
+      "NZL",
+      "OMN",
+      "PAK",
+      "PAN",
+      "PER",
+      "PHL",
+      "PLW",
+      "POL",
+      "PRI",
+      "PRT",
+      "PRY",
+      "PYF",
+      "QAT",
+      "ROU",
+      "RUS",
+      "RWA",
+      "SAU",
+      "SDN",
+      "SEN",
+      "SGP",
+      "SLE",
+      "SLV",
+      "SMR",
+      "SRB",
+      "STP",
+      "SUR",
+      "SVK",
+      "SVN",
+      "SWE",
+      "SYC",
+      "SYR",
+      "TGO",
+      "THA",
+      "TJK",
+      "TMP",
+      "TUN",
+      "TUR",
+      "TWN",
+      "TZA",
+      "UGA",
+      "UKR",
+      "UMI",
+      "URY",
+      "USA",
+      "UZB",
+      "VEN",
+      "VGB",
+      "VNM",
+      "ZAF",
+      "ZMB",
+      "ZWE"
+    ],
+    "customer_type": [
+      "Contract",
+      "Group",
+      "Transient",
+      "Transient-Party"
+    ],
+    "deposit_type": [
+      "No Deposit",
+      "Non Refund",
+      "Refundable"
+    ],
+    "distribution_channel": [
+      "Corporate",
+      "Direct",
+      "GDS",
+      "TA/TO",
+      "Undefined"
+    ],
+    "hotel": [
+      "City Hotel",
+      "Resort Hotel"
+    ],
+    "market_segment": [
+      "Aviation",
+      "Complementary",
+      "Corporate",
+      "Direct",
+      "Groups",
+      "Offline TA/TO",
+      "Online TA",
+      "Undefined"
+    ],
+    "meal": [
+      "BB",
+      "FB",
+      "HB",
+      "SC",
+      "Undefined"
+    ],
+    "reservation_status": [
+      "Canceled",
+      "Check-Out",
+      "No-Show"
+    ],
+    "reserved_room_type": [
+      "A",
+      "B",
+      "C",
+      "D",
+      "E",
+      "F",
+      "G",
+      "H",
+      "L",
+      "P"
+    ]
+  }
+}
diff --git a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_004/test_current.csv b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_004/test_current.csv
index f299328cc7d3dd922051f698521de1d23aea6b85..5cab1b4e1984f8fa935d21e5b54596cf331ab27b 100644
--- a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_004/test_current.csv
+++ b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_004/test_current.csv
@@ -1,16 +1,16 @@
-hotel,is_canceled,lead_time,arrival_date_year,arrival_date_month,arrival_date_week_number,arrival_date_day_of_month,stays_in_weekend_nights,stays_in_week_nights,adults,children,babies,meal,country,market_segment,distribution_channel,is_repeated_guest,previous_cancellations,previous_bookings_not_canceled,reserved_room_type,assigned_room_type,booking_changes,deposit_type,agent,company,days_in_waiting_list,customer_type,adr,required_car_parking_spaces,total_of_special_requests,reservation_status,reservation_status_date
-City Hotel,1,23,2017,August,35,30,0,2,2,2.0,0,BB,IDN,Online TA,TA/TO,0,0,0,F,F,0,No Deposit,9.0,,0,Transient,250.0,0,0,Canceled,2017-08-08
-City Hotel,1,69,2016,June,25,12,2,4,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,236.0,,0,Transient,120.0,0,0,Canceled,2016-04-27
-City Hotel,1,74,2015,September,38,18,0,2,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,6.0,,0,Transient-Party,101.5,0,0,Canceled,2015-07-06
-City Hotel,1,258,2015,July,27,2,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,1,2,0,A,A,0,No Deposit,1.0,,0,Contract,62.0,0,0,Canceled,2015-01-01
-Resort Hotel,1,92,2016,July,29,16,4,6,2,0.0,0,HB,PRT,Direct,Direct,0,1,1,E,E,0,No Deposit,,,0,Transient,195.0,0,0,Canceled,2016-06-15
-Resort Hotel,1,103,2017,March,13,27,1,1,2,0.0,0,BB,PRT,Groups,Corporate,0,0,0,D,D,0,Non Refund,495.0,,0,Transient,65.0,0,0,Canceled,2016-12-23
-City Hotel,1,76,2017,July,27,2,1,0,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,403.0,,0,Transient,80.1,0,0,Canceled,2017-04-17
-Resort Hotel,1,25,2017,February,8,24,2,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient,34.0,0,0,Canceled,2017-02-14
-City Hotel,1,67,2016,October,43,19,0,4,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,7.0,,0,Transient,117.6,0,0,Canceled,2016-08-13
-City Hotel,1,156,2017,April,17,26,0,3,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,37.0,,0,Transient,100.0,0,0,Canceled,2016-11-21
-Resort Hotel,1,58,2016,March,13,24,0,3,2,2.0,0,BB,PRT,Online TA,TA/TO,0,0,0,G,G,0,No Deposit,240.0,,0,Transient,115.0,0,0,Canceled,2016-01-27
-City Hotel,1,203,2016,December,53,30,2,2,3,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,D,D,2,No Deposit,9.0,,0,Transient,120.7,0,0,Canceled,2016-08-12
-City Hotel,1,97,2016,March,11,12,1,1,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,78.3,0,0,Canceled,2016-02-22
-Resort Hotel,1,208,2016,August,32,2,4,12,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,E,E,0,No Deposit,156.0,,0,Transient,141.1,0,0,Canceled,2016-01-11
-City Hotel,1,288,2016,April,17,21,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0,Canceled,2015-10-21
+hotel,lead_time,arrival_date_year,arrival_date_month,arrival_date_week_number,arrival_date_day_of_month,stays_in_weekend_nights,stays_in_week_nights,adults,children,babies,meal,country,market_segment,distribution_channel,is_repeated_guest,previous_cancellations,previous_bookings_not_canceled,reserved_room_type,assigned_room_type,booking_changes,deposit_type,agent,company,days_in_waiting_list,customer_type,adr,required_car_parking_spaces,total_of_special_requests,reservation_status
+City Hotel,23,2017,August,35,30,0,2,2,2.0,0,BB,IDN,Online TA,TA/TO,0,0,0,F,F,0,No Deposit,9.0,,0,Transient,250.0,0,0,Canceled
+City Hotel,69,2016,June,25,12,2,4,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,236.0,,0,Transient,120.0,0,0,Canceled
+City Hotel,74,2015,September,38,18,0,2,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,6.0,,0,Transient-Party,101.5,0,0,Canceled
+City Hotel,258,2015,July,27,2,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,1,2,0,A,A,0,No Deposit,1.0,,0,Contract,62.0,0,0,Canceled
+Resort Hotel,92,2016,July,29,16,4,6,2,0.0,0,HB,PRT,Direct,Direct,0,1,1,E,E,0,No Deposit,,,0,Transient,195.0,0,0,Canceled
+Resort Hotel,103,2017,March,13,27,1,1,2,0.0,0,BB,PRT,Groups,Corporate,0,0,0,D,D,0,Non Refund,495.0,,0,Transient,65.0,0,0,Canceled
+City Hotel,76,2017,July,27,2,1,0,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,403.0,,0,Transient,80.1,0,0,Canceled
+Resort Hotel,25,2017,February,8,24,2,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient,34.0,0,0,Canceled
+City Hotel,67,2016,October,43,19,0,4,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,7.0,,0,Transient,117.6,0,0,Canceled
+City Hotel,156,2017,April,17,26,0,3,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,37.0,,0,Transient,100.0,0,0,Canceled
+Resort Hotel,58,2016,March,13,24,0,3,2,2.0,0,BB,PRT,Online TA,TA/TO,0,0,0,G,G,0,No Deposit,240.0,,0,Transient,115.0,0,0,Canceled
+City Hotel,203,2016,December,53,30,2,2,3,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,D,D,2,No Deposit,9.0,,0,Transient,120.7,0,0,Canceled
+City Hotel,97,2016,March,11,12,1,1,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,78.3,0,0,Canceled
+Resort Hotel,208,2016,August,32,2,4,12,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,E,E,0,No Deposit,156.0,,0,Transient,141.1,0,0,Canceled
+City Hotel,288,2016,April,17,21,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0,Canceled
diff --git a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_005/Hotel_booking_demand_B4_005_current.json b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_005/Hotel_booking_demand_B4_005_current.json
index d5c405645ca4c9b05bceba22bd711cec8641b6f7..23c6c74650247efaba99bc0689423b553010d7f0 100644
--- a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_005/Hotel_booking_demand_B4_005_current.json
+++ b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_005/Hotel_booking_demand_B4_005_current.json
@@ -1,7375 +1,6979 @@
 {
-    "id": "005",
-    "task_type": "B4",
-    "subtask_type": "filter",
-    "perspective": "data_holder",
-    "dataset_name": "Hotel booking demand",
-    "table_path": "output/daily/classification/Hotel booking demand_B4/Hotel booking demand_B4_005/test.csv",
-    "query": "We are planning a special promotion to try and win back some of our corporate clients who had bookings that didn't materialize. From our booking history I've provided, can you shortlist all the bookings that were made through the 'Corporate' market segment in the current data? Within that group, I need to identify the ones that ultimately resulted in a 'No-Show', as these are the relationships we should prioritize mending.",
-    "meta_info": {
-        "domain": "daily"
+  "id": "005",
+  "task_type": "B4",
+  "subtask_type": "filter",
+  "perspective": "data_holder",
+  "dataset_name": "Hotel booking demand",
+  "table_path": "output/daily/classification/Hotel booking demand_B4/Hotel booking demand_B4_005/test.csv",
+  "query": "We are planning a special promotion to try and win back some of our corporate clients who had bookings that didn't materialize. From our booking history I've provided, can you shortlist all the bookings that were made through the 'Corporate' market segment in the current data? Within that group, I need to identify the ones that ultimately resulted in a 'No-Show', as these are the relationships we should prioritize mending.",
+  "meta_info": {
+    "domain": "daily"
+  },
+  "final_decision": {},
+  "what_if": {},
+  "ground_truth": {
+    "extracted_features": [
+      {
+        "scenario_id": "006",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 0,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 37,
+          "arrival_date_day_of_month": 9,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 0,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Corporate",
+          "distribution_channel": "Corporate",
+          "is_repeated_guest": 1,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": 40.0,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 0.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "007",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 130,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 32,
+          "arrival_date_day_of_month": 8,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 5,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 1,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 250.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 113.9,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "009",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 9,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 16,
+          "arrival_date_day_of_month": 19,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 1,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 83.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "012",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 193,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 28,
+          "arrival_date_day_of_month": 4,
+          "stays_in_weekend_nights": 3,
+          "stays_in_week_nights": 10,
+          "adults": 0,
+          "children": 2.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "DEU",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "B",
+          "assigned_room_type": "B",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 81.82,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "013",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 69,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 12,
+          "arrival_date_day_of_month": 16,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 4,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 6,
+          "deposit_type": "No Deposit",
+          "agent": 8.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 79.05,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "014",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 51,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 36,
+          "arrival_date_day_of_month": 31,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 4,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 7.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 90.2,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "016",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 179,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 34,
+          "arrival_date_day_of_month": 22,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 1,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 1.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 86.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "017",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 64,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 35,
+          "arrival_date_day_of_month": 31,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "F",
+          "assigned_room_type": "F",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 241.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 187.19,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "019",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 181,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 27,
+          "arrival_date_day_of_month": 7,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 2,
+          "deposit_type": "No Deposit",
+          "agent": 14.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 86.63,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "020",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 150,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 12,
+          "arrival_date_day_of_month": 24,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "ESP",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "E",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 6.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 37.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "022",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 62,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 39,
+          "arrival_date_day_of_month": 20,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "ESP",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 7.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 68.72,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "025",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 12,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 30,
+          "arrival_date_day_of_month": 24,
+          "stays_in_weekend_nights": 3,
+          "stays_in_week_nights": 5,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "RUS",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 2,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 141.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "028",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 78,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 28,
+          "arrival_date_day_of_month": 15,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 1,
+          "adults": 3,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 170.5,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "029",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 13,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 25,
+          "arrival_date_day_of_month": 12,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 0,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "RUS",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 115.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "032",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 83,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 17,
+          "arrival_date_day_of_month": 22,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 5,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 71.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 58.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "035",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 26,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "November",
+          "arrival_date_week_number": 45,
+          "arrival_date_day_of_month": 2,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Corporate",
+          "distribution_channel": "Corporate",
+          "is_repeated_guest": 1,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 10,
+          "reserved_room_type": "A",
+          "assigned_room_type": "E",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": 219.0,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 88.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "No-Show"
+        }
+      },
+      {
+        "scenario_id": "038",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 108,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 20,
+          "arrival_date_day_of_month": 19,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 2,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "E",
+          "assigned_room_type": "E",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 180.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "039",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 156,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 17,
+          "arrival_date_day_of_month": 26,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 37.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 100.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "041",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 18,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 19,
+          "arrival_date_day_of_month": 7,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "BEL",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 141.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "043",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 0,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 21,
+          "arrival_date_day_of_month": 18,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Corporate",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "E",
+          "booking_changes": 2,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": 38.0,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 163.18,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "No-Show"
+        }
+      },
+      {
+        "scenario_id": "046",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 35,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 41,
+          "arrival_date_day_of_month": 7,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 7.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 66.53,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "047",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 41,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 33,
+          "arrival_date_day_of_month": 12,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 1.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "RUS",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "F",
+          "assigned_room_type": "F",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 250.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 234.6,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "051",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 86,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 37,
+          "arrival_date_day_of_month": 9,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Corporate",
+          "distribution_channel": "Corporate",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": 68.0,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 100.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "054",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 28,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 16,
+          "arrival_date_day_of_month": 21,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "USA",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "D",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": 14.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 93.5,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "056",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 38,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "January",
+          "arrival_date_week_number": 2,
+          "arrival_date_day_of_month": 3,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "DEU",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 6.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 28.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "064",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 0,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 16,
+          "arrival_date_day_of_month": 13,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Corporate",
+          "distribution_channel": "Corporate",
+          "is_repeated_guest": 1,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 2,
+          "reserved_room_type": "A",
+          "assigned_room_type": "E",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": 399.0,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 56.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "066",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 33,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "November",
+          "arrival_date_week_number": 45,
+          "arrival_date_day_of_month": 1,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 0,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Corporate",
+          "distribution_channel": "Corporate",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 1,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": 94.0,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 25.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "No-Show"
+        }
+      },
+      {
+        "scenario_id": "067",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 113,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 22,
+          "arrival_date_day_of_month": 2,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 6,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "F",
+          "assigned_room_type": "F",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 250.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 145.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "070",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 15,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 27,
+          "arrival_date_day_of_month": 26,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "FRA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 146.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "071",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 5,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 35,
+          "arrival_date_day_of_month": 26,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Corporate",
+          "distribution_channel": "Corporate",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": 40.0,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 65.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "No-Show"
+        }
+      },
+      {
+        "scenario_id": "073",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 0,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 23,
+          "arrival_date_day_of_month": 30,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 4,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Corporate",
+          "distribution_channel": "Corporate",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": 195.0,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 57.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "No-Show"
+        }
+      },
+      {
+        "scenario_id": "074",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 1,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 31,
+          "arrival_date_day_of_month": 31,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 4,
+          "adults": 1,
+          "children": 2.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "ESP",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "E",
+          "assigned_room_type": "E",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 242.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 339.4,
+          "required_car_parking_spaces": 1,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "077",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 14,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 11,
+          "arrival_date_day_of_month": 15,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 65.0,
+          "required_car_parking_spaces": 1,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "079",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 8,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "February",
+          "arrival_date_week_number": 8,
+          "arrival_date_day_of_month": 19,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Corporate",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": 67.0,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 81.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "No-Show"
+        }
+      },
+      {
+        "scenario_id": "080",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 135,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 30,
+          "arrival_date_day_of_month": 23,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 5,
+          "adults": 3,
+          "children": 1.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "C",
+          "assigned_room_type": "C",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 250.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 222.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "081",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 105,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 19,
+          "arrival_date_day_of_month": 13,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 135.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "083",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 4,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 17,
+          "arrival_date_day_of_month": 24,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Corporate",
+          "distribution_channel": "Corporate",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "E",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": 515.0,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 52.5,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "No-Show"
+        }
+      },
+      {
+        "scenario_id": "084",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 333,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 39,
+          "arrival_date_day_of_month": 20,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 1,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 58.0,
+          "company": null,
+          "days_in_waiting_list": 19,
+          "customer_type": "Transient",
+          "adr": 90.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "087",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 374,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 35,
+          "arrival_date_day_of_month": 27,
+          "stays_in_weekend_nights": 4,
+          "stays_in_week_nights": 10,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "E",
+          "assigned_room_type": "E",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 40.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Contract",
+          "adr": 85.3,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "088",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 92,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 31,
+          "arrival_date_day_of_month": 3,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "GBR",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 7.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 100.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "096",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 1,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 19,
+          "arrival_date_day_of_month": 9,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "NLD",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 130.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "098",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 188,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 25,
+          "arrival_date_day_of_month": 15,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 119.0,
+          "company": null,
+          "days_in_waiting_list": 39,
+          "customer_type": "Transient",
+          "adr": 130.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "100",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 17,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "December",
+          "arrival_date_week_number": 53,
+          "arrival_date_day_of_month": 26,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 3,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Corporate",
+          "distribution_channel": "Corporate",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": 154.0,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 27.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "101",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 12,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 43,
+          "arrival_date_day_of_month": 20,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 4,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "E",
+          "assigned_room_type": "E",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 14.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Group",
+          "adr": 146.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "109",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 75,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "January",
+          "arrival_date_week_number": 4,
+          "arrival_date_day_of_month": 22,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 3,
+          "adults": 3,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PAN",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "E",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 138.6,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "113",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 144,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 27,
+          "arrival_date_day_of_month": 1,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 28.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 75.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "No-Show"
+        }
+      },
+      {
+        "scenario_id": "117",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 297,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 33,
+          "arrival_date_day_of_month": 10,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 1,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 1.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Contract",
+          "adr": 62.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "119",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 72,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "January",
+          "arrival_date_week_number": 3,
+          "arrival_date_day_of_month": 20,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 62.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "121",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 41,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 25,
+          "arrival_date_day_of_month": 14,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Complementary",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "E",
+          "assigned_room_type": "E",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 0.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "123",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 10,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "February",
+          "arrival_date_week_number": 9,
+          "arrival_date_day_of_month": 27,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "DEU",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 74.8,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "126",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 38,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 42,
+          "arrival_date_day_of_month": 15,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "DEU",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 14.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 157.33,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "127",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 310,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 17,
+          "arrival_date_day_of_month": 23,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 21.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 75.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "130",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 62,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 11,
+          "arrival_date_day_of_month": 18,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "BEL",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 79.2,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "131",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 20,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 45,
+          "arrival_date_day_of_month": 30,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "E",
+          "assigned_room_type": "E",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 241.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 64.1,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "133",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 23,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 25,
+          "arrival_date_day_of_month": 21,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "ESP",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "E",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 188.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "134",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 2,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "December",
+          "arrival_date_week_number": 49,
+          "arrival_date_day_of_month": 3,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "DEU",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "E",
+          "assigned_room_type": "E",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 115.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "135",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 63,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 34,
+          "arrival_date_day_of_month": 23,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "USA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": 8.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 139.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "138",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 6,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 12,
+          "arrival_date_day_of_month": 22,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "C",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 86.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 94.4,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "140",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 0,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 35,
+          "arrival_date_day_of_month": 28,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 106.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "142",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 54,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "November",
+          "arrival_date_week_number": 45,
+          "arrival_date_day_of_month": 4,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "GBR",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 88.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "143",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 80,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 22,
+          "arrival_date_day_of_month": 28,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 15.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 80.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "No-Show"
+        }
+      },
+      {
+        "scenario_id": "147",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 175,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 25,
+          "arrival_date_day_of_month": 22,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "FRA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 166.5,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "148",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 0,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 15,
+          "arrival_date_day_of_month": 9,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 0,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "AGO",
+          "market_segment": "Online TA",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 135.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "151",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 120,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 41,
+          "arrival_date_day_of_month": 6,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 5,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "NOR",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "E",
+          "assigned_room_type": "E",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 76.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "152",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 0,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 10,
+          "arrival_date_day_of_month": 9,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 0,
+          "adults": 0,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 1,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "K",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 15.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 0.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "153",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 82,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 16,
+          "arrival_date_day_of_month": 17,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 3,
+          "adults": 3,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "FRA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 171.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "157",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 18,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 16,
+          "arrival_date_day_of_month": 14,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "SAU",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 127.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "162",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 41,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 44,
+          "arrival_date_day_of_month": 24,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "FRA",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 28.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 85.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "168",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 220,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 33,
+          "arrival_date_day_of_month": 13,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 162.3,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "171",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 346,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 38,
+          "arrival_date_day_of_month": 13,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "DEU",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 6.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 115.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "173",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 28,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 10,
+          "arrival_date_day_of_month": 4,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 2,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 73.88,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "180",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 177,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 16,
+          "arrival_date_day_of_month": 21,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 286.0,
+          "company": null,
+          "days_in_waiting_list": 47,
+          "customer_type": "Transient",
+          "adr": 95.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "181",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 3,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 16,
+          "arrival_date_day_of_month": 21,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "ESP",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "F",
+          "assigned_room_type": "F",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 250.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 157.0,
+          "required_car_parking_spaces": 1,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "184",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 289,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "November",
+          "arrival_date_week_number": 47,
+          "arrival_date_day_of_month": 20,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "FB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 1,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 134.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 69.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "185",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 19,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "February",
+          "arrival_date_week_number": 7,
+          "arrival_date_day_of_month": 12,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "ESP",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 138.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "187",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 195,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 38,
+          "arrival_date_day_of_month": 17,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 1,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 20.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 48.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "189",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 0,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "November",
+          "arrival_date_week_number": 49,
+          "arrival_date_day_of_month": 30,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 3,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 146.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 25.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "191",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 164,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 44,
+          "arrival_date_day_of_month": 29,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 0,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 1,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 1,
+          "reserved_room_type": "H",
+          "assigned_room_type": "H",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 250.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 0.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "193",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 36,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "December",
+          "arrival_date_week_number": 52,
+          "arrival_date_day_of_month": 18,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "FRA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 88.4,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "195",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 8,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 39,
+          "arrival_date_day_of_month": 21,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "ITA",
+          "market_segment": "Corporate",
+          "distribution_channel": "Corporate",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": 304.0,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 169.38,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "199",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 13,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 33,
+          "arrival_date_day_of_month": 17,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 3,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 250.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 241.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "203",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 9,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "December",
+          "arrival_date_week_number": 52,
+          "arrival_date_day_of_month": 24,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Corporate",
+          "distribution_channel": "Corporate",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": 270.0,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 45.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "No-Show"
+        }
+      },
+      {
+        "scenario_id": "207",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 204,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 31,
+          "arrival_date_day_of_month": 27,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 4,
+          "adults": 3,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 175.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 131.4,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "212",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 20,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 31,
+          "arrival_date_day_of_month": 28,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "FRA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": 10.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 122.6,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "216",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 12,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 38,
+          "arrival_date_day_of_month": 14,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 3,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Corporate",
+          "distribution_channel": "Corporate",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": 40.0,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 65.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "No-Show"
+        }
+      },
+      {
+        "scenario_id": "217",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 16,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 40,
+          "arrival_date_day_of_month": 27,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "VEN",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 129.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "219",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 134,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "February",
+          "arrival_date_week_number": 8,
+          "arrival_date_day_of_month": 25,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 30.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 75.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "No-Show"
+        }
+      },
+      {
+        "scenario_id": "224",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 398,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 33,
+          "arrival_date_day_of_month": 11,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 1.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 62.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "225",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 51,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 36,
+          "arrival_date_day_of_month": 3,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "CN",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 139.28,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "231",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 14,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 42,
+          "arrival_date_day_of_month": 15,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 1,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 99.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 100.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "233",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 0,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "November",
+          "arrival_date_week_number": 47,
+          "arrival_date_day_of_month": 14,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 0,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "ITA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 79.0,
+          "required_car_parking_spaces": 1,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "242",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 99,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 13,
+          "arrival_date_day_of_month": 23,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 89.3,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "243",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 171,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 15,
+          "arrival_date_day_of_month": 4,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "DEU",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 298.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 85.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "246",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 301,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 30,
+          "arrival_date_day_of_month": 25,
+          "stays_in_weekend_nights": 4,
+          "stays_in_week_nights": 13,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "DEU",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 169.06,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "247",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 6,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 10,
+          "arrival_date_day_of_month": 8,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "RUS",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 177.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 34.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "249",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 11,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 17,
+          "arrival_date_day_of_month": 23,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 0,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 102.6,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "252",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 27,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 12,
+          "arrival_date_day_of_month": 19,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 7.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 76.23,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "253",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 135,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 29,
+          "arrival_date_day_of_month": 16,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 1,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 68.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "255",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 37,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 42,
+          "arrival_date_day_of_month": 13,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 56.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 105.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "256",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 0,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 34,
+          "arrival_date_day_of_month": 19,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "FRA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Contract",
+          "adr": 106.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "257",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 82,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 19,
+          "arrival_date_day_of_month": 8,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 87.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "258",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 110,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "December",
+          "arrival_date_week_number": 50,
+          "arrival_date_day_of_month": 9,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "FRA",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "D",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": 56.0,
+          "company": null,
+          "days_in_waiting_list": 69,
+          "customer_type": "Transient-Party",
+          "adr": 70.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "259",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 302,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 33,
+          "arrival_date_day_of_month": 15,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 1,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 1.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 62.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "260",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 60,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "January",
+          "arrival_date_week_number": 3,
+          "arrival_date_day_of_month": 16,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 5,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "E",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": 6.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 26.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "261",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 60,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 39,
+          "arrival_date_day_of_month": 21,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": 20.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 49.5,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "262",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 1,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "February",
+          "arrival_date_week_number": 9,
+          "arrival_date_day_of_month": 28,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "DEU",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 1,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 1,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 10.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 85.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "269",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 4,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "February",
+          "arrival_date_week_number": 8,
+          "arrival_date_day_of_month": 17,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "DEU",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 80.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "271",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 125,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 30,
+          "arrival_date_day_of_month": 22,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 5,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "POL",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 113.41,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "272",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 115,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 11,
+          "arrival_date_day_of_month": 16,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "LVA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 79.2,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "280",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 0,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 34,
+          "arrival_date_day_of_month": 22,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 124.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "281",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 1,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 21,
+          "arrival_date_day_of_month": 21,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "FRA",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": 20.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 99.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "285",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 4,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 15,
+          "arrival_date_day_of_month": 15,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "USA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 155.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "288",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 7,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 35,
+          "arrival_date_day_of_month": 22,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "FRA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 140.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "294",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 118,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 19,
+          "arrival_date_day_of_month": 10,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 5,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "IRL",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 96.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 42.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "299",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 12,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 42,
+          "arrival_date_day_of_month": 12,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Corporate",
+          "distribution_channel": "Corporate",
+          "is_repeated_guest": 1,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 4,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": 40.0,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 65.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "No-Show"
+        }
+      },
+      {
+        "scenario_id": "303",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 101,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 21,
+          "arrival_date_day_of_month": 17,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 5,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "IRL",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 314.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 52.56,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "306",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 92,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "December",
+          "arrival_date_week_number": 49,
+          "arrival_date_day_of_month": 1,
+          "stays_in_weekend_nights": 4,
+          "stays_in_week_nights": 15,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Contract",
+          "adr": 63.75,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "307",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 68,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "December",
+          "arrival_date_week_number": 49,
+          "arrival_date_day_of_month": 2,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Corporate",
+          "distribution_channel": "Corporate",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": 40.0,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 65.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "No-Show"
+        }
+      },
+      {
+        "scenario_id": "309",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 139,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 23,
+          "arrival_date_day_of_month": 2,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 7,
+          "adults": 2,
+          "children": 2.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "G",
+          "assigned_room_type": "G",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 137.89,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "312",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 66,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 34,
+          "arrival_date_day_of_month": 16,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "E",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": 250.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 134.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "315",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 3,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 22,
+          "arrival_date_day_of_month": 26,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 3,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "K",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 137.33,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "316",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 0,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 16,
+          "arrival_date_day_of_month": 12,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Corporate",
+          "distribution_channel": "Corporate",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": 40.0,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 65.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "No-Show"
+        }
+      },
+      {
+        "scenario_id": "317",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 0,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 19,
+          "arrival_date_day_of_month": 9,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 15.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 104.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "318",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 25,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 28,
+          "arrival_date_day_of_month": 8,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 138.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 85.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "319",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 276,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 20,
+          "arrival_date_day_of_month": 13,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 21.0,
+          "company": null,
+          "days_in_waiting_list": 160,
+          "customer_type": "Transient",
+          "adr": 61.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "320",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 48,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 27,
+          "arrival_date_day_of_month": 7,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "TUR",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 170.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "321",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 9,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "February",
+          "arrival_date_week_number": 6,
+          "arrival_date_day_of_month": 5,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "D",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 58.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "323",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 7,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 16,
+          "arrival_date_day_of_month": 17,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 0,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 184.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 95.0,
+          "required_car_parking_spaces": 1,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "324",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 175,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 20,
+          "arrival_date_day_of_month": 19,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 44.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 90.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "326",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 3,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "February",
+          "arrival_date_week_number": 6,
+          "arrival_date_day_of_month": 1,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 0,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Corporate",
+          "distribution_channel": "Corporate",
+          "is_repeated_guest": 1,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 1,
+          "reserved_room_type": "A",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": 286.0,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 39.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "329",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 204,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 25,
+          "arrival_date_day_of_month": 20,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 130.5,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "334",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 26,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 14,
+          "arrival_date_day_of_month": 7,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "CHN",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 126.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "338",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 81,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 36,
+          "arrival_date_day_of_month": 3,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "ESP",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 125.1,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "339",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 88,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 34,
+          "arrival_date_day_of_month": 19,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 3,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "BEL",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 150.3,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "344",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 111,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 12,
+          "arrival_date_day_of_month": 23,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "DEU",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 100.3,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "345",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 163,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 29,
+          "arrival_date_day_of_month": 18,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 241.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 147.84,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "348",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 39,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 43,
+          "arrival_date_day_of_month": 23,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "IRL",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 58.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "351",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 241,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 43,
+          "arrival_date_day_of_month": 19,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "USA",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 1.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 60.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "357",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 274,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 40,
+          "arrival_date_day_of_month": 3,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 5,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 1,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 96.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 36.05,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "360",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 51,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 43,
+          "arrival_date_day_of_month": 23,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 5,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "GBR",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "F",
+          "assigned_room_type": "F",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 250.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 119.43,
+          "required_car_parking_spaces": 1,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "363",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 48,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 23,
+          "arrival_date_day_of_month": 6,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 4,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 150.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "364",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 73,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 12,
+          "arrival_date_day_of_month": 24,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "FRA",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": 171.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 90.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "367",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 149,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 26,
+          "arrival_date_day_of_month": 27,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 4,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "NLD",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 162.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "368",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 28,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 10,
+          "arrival_date_day_of_month": 7,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "FRA",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": 28.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Contract",
+          "adr": 68.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "369",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 1,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "February",
+          "arrival_date_week_number": 9,
+          "arrival_date_day_of_month": 25,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 1.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "C",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 60.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "No-Show"
+        }
+      },
+      {
+        "scenario_id": "377",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 462,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 21,
+          "arrival_date_day_of_month": 25,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 78.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "380",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 68,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 33,
+          "arrival_date_day_of_month": 15,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 146.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 157.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "384",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 21,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 29,
+          "arrival_date_day_of_month": 20,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "POL",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 249.5,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "388",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 45,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 35,
+          "arrival_date_day_of_month": 25,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 5,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "ESP",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 8.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Contract",
+          "adr": 103.28,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "390",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 163,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 14,
+          "arrival_date_day_of_month": 1,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 5,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "CHE",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 60.2,
+          "required_car_parking_spaces": 1,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "391",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 233,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 25,
+          "arrival_date_day_of_month": 23,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 20.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 105.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "393",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 41,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 31,
+          "arrival_date_day_of_month": 3,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "USA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 126.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "395",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 1,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "December",
+          "arrival_date_week_number": 53,
+          "arrival_date_day_of_month": 31,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "USA",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": 14.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 172.8,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "398",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 175,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 29,
+          "arrival_date_day_of_month": 15,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "ROU",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 90.95,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "401",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 138,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 27,
+          "arrival_date_day_of_month": 2,
+          "stays_in_weekend_nights": 4,
+          "stays_in_week_nights": 6,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 134.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "408",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 38,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 27,
+          "arrival_date_day_of_month": 2,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 0,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "ESP",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 119.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "409",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 50,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 44,
+          "arrival_date_day_of_month": 24,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "FRA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 90.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "411",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 20,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 26,
+          "arrival_date_day_of_month": 29,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Corporate",
+          "distribution_channel": "Corporate",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": 465.0,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 95.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "No-Show"
+        }
+      },
+      {
+        "scenario_id": "414",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 279,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 42,
+          "arrival_date_day_of_month": 10,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "DEU",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 16.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 80.75,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "416",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 87,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 15,
+          "arrival_date_day_of_month": 15,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 1.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 95.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "419",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 1,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "February",
+          "arrival_date_week_number": 8,
+          "arrival_date_day_of_month": 21,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "ESP",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 1,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 1,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Group",
+          "adr": 88.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "423",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 59,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 41,
+          "arrival_date_day_of_month": 8,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Corporate",
+          "distribution_channel": "Corporate",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 281.0,
+          "company": null,
+          "days_in_waiting_list": 50,
+          "customer_type": "Contract",
+          "adr": 45.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "426",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 3,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 30,
+          "arrival_date_day_of_month": 23,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "E",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 154.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "427",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 329,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 19,
+          "arrival_date_day_of_month": 10,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 4,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "NOR",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 14,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 104.4,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "428",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 101,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 12,
+          "arrival_date_day_of_month": 15,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "FRA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 78.3,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "430",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 105,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 13,
+          "arrival_date_day_of_month": 31,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "POL",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 110.7,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "433",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 120,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 36,
+          "arrival_date_day_of_month": 2,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 2,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 37.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 115.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "436",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 95,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 24,
+          "arrival_date_day_of_month": 15,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 166.0,
+          "required_car_parking_spaces": 1,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "439",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 9,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 14,
+          "arrival_date_day_of_month": 29,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "IRL",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 89.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "440",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 3,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "January",
+          "arrival_date_week_number": 3,
+          "arrival_date_day_of_month": 19,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Corporate",
+          "distribution_channel": "Corporate",
+          "is_repeated_guest": 1,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 2,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": 470.0,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 35.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "No-Show"
+        }
+      },
+      {
+        "scenario_id": "441",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 55,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 11,
+          "arrival_date_day_of_month": 17,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "AZE",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 91.8,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "442",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 150,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 24,
+          "arrival_date_day_of_month": 17,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 3,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 120.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "443",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 37,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "November",
+          "arrival_date_week_number": 46,
+          "arrival_date_day_of_month": 12,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "IRL",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 2,
+          "deposit_type": "No Deposit",
+          "agent": 22.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 67.5,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "445",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 5,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 12,
+          "arrival_date_day_of_month": 22,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "C",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 60.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "448",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 154,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 14,
+          "arrival_date_day_of_month": 4,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "BRA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 117.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "450",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 112,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "December",
+          "arrival_date_week_number": 53,
+          "arrival_date_day_of_month": 30,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "Undefined",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 224.67,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "451",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 4,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 35,
+          "arrival_date_day_of_month": 25,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 4,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "ESP",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 1.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 62.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "457",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 175,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 14,
+          "arrival_date_day_of_month": 2,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "FRA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 52.2,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "460",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 101,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 18,
+          "arrival_date_day_of_month": 26,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 35.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 98.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "461",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 1,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "November",
+          "arrival_date_week_number": 47,
+          "arrival_date_day_of_month": 19,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Corporate",
+          "distribution_channel": "Corporate",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": 40.0,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 65.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "No-Show"
+        }
+      },
+      {
+        "scenario_id": "462",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 1,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "February",
+          "arrival_date_week_number": 7,
+          "arrival_date_day_of_month": 13,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 15.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 60.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "463",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 20,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 20,
+          "arrival_date_day_of_month": 20,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "GBR",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 145.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "464",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 29,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "January",
+          "arrival_date_week_number": 3,
+          "arrival_date_day_of_month": 18,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "AUT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": 171.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 65.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "470",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 156,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 19,
+          "arrival_date_day_of_month": 8,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 5,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "IRL",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 434.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 90.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "471",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 41,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "December",
+          "arrival_date_week_number": 52,
+          "arrival_date_day_of_month": 21,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "UKR",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 87.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "473",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 120,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 33,
+          "arrival_date_day_of_month": 16,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "NLD",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 85.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 98.1,
+          "required_car_parking_spaces": 1,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "476",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 2,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "February",
+          "arrival_date_week_number": 6,
+          "arrival_date_day_of_month": 3,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 5,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 49.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "479",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 58,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "November",
+          "arrival_date_week_number": 47,
+          "arrival_date_day_of_month": 18,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 4,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "FRA",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 28.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 60.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "480",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 56,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 10,
+          "arrival_date_day_of_month": 10,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "NLD",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 97.2,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "484",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 131,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "December",
+          "arrival_date_week_number": 52,
+          "arrival_date_day_of_month": 22,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 5,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "IRL",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 335.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 75.57,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "485",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 5,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 41,
+          "arrival_date_day_of_month": 10,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "ESP",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 101.5,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "486",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 120,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 19,
+          "arrival_date_day_of_month": 2,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "FRA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 94.5,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "488",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 54,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 19,
+          "arrival_date_day_of_month": 9,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 2.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "G",
+          "assigned_room_type": "G",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 165.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "489",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 328,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "January",
+          "arrival_date_week_number": 1,
+          "arrival_date_day_of_month": 3,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 5,
+          "adults": 3,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "BRA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 107.95,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "492",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 152,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 25,
+          "arrival_date_day_of_month": 14,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 5,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "E",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 250.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 100.6,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "493",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 100,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 40,
+          "arrival_date_day_of_month": 28,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 4,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "ITA",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": 26.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 110.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "496",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 204,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 34,
+          "arrival_date_day_of_month": 25,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "DEU",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 99.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "499",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 24,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 34,
+          "arrival_date_day_of_month": 23,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 4,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "AGO",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 216.67,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      }
+    ],
+    "target_column": "reservation_status",
+    "task_sub_type": "classification",
+    "ranking_ground_truth": {
+      "top_k_ids": [
+        "035",
+        "043",
+        "066",
+        "071",
+        "073",
+        "079",
+        "083",
+        "203",
+        "216",
+        "299",
+        "307",
+        "316",
+        "411",
+        "440",
+        "461"
+      ]
     },
-    "final_decision": {},
-    "what_if": {},
-    "ground_truth": {
-        "extracted_features": [
-            {
-                "scenario_id": "006",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 0,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 37,
-                    "arrival_date_day_of_month": 9,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 0,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Corporate",
-                    "distribution_channel": "Corporate",
-                    "is_repeated_guest": 1,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": 40.0,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 0.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-09-09"
-                }
-            },
-            {
-                "scenario_id": "007",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 130,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 32,
-                    "arrival_date_day_of_month": 8,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 5,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 1,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 250.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 113.9,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-08-15"
-                }
-            },
-            {
-                "scenario_id": "009",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 9,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 16,
-                    "arrival_date_day_of_month": 19,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 1,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 83.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-04-20"
-                }
-            },
-            {
-                "scenario_id": "012",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 193,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 28,
-                    "arrival_date_day_of_month": 4,
-                    "stays_in_weekend_nights": 3,
-                    "stays_in_week_nights": 10,
-                    "adults": 0,
-                    "children": 2.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "DEU",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "B",
-                    "assigned_room_type": "B",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 81.82,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-07-17"
-                }
-            },
-            {
-                "scenario_id": "013",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 69,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 12,
-                    "arrival_date_day_of_month": 16,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 4,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 6,
-                    "deposit_type": "No Deposit",
-                    "agent": 8.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 79.05,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-02-13"
-                }
-            },
-            {
-                "scenario_id": "014",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 51,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 36,
-                    "arrival_date_day_of_month": 31,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 4,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 7.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 90.2,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-09-05"
-                }
-            },
-            {
-                "scenario_id": "016",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 179,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 34,
-                    "arrival_date_day_of_month": 22,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 1,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 1.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 86.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-07-09"
-                }
-            },
-            {
-                "scenario_id": "017",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 64,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 35,
-                    "arrival_date_day_of_month": 31,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "F",
-                    "assigned_room_type": "F",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 241.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 187.19,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-09-05"
-                }
-            },
-            {
-                "scenario_id": "019",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 181,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 27,
-                    "arrival_date_day_of_month": 7,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 2,
-                    "deposit_type": "No Deposit",
-                    "agent": 14.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 86.63,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-07-12"
-                }
-            },
-            {
-                "scenario_id": "020",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 150,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 12,
-                    "arrival_date_day_of_month": 24,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "ESP",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "E",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 6.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 37.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-03-28"
-                }
-            },
-            {
-                "scenario_id": "022",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 62,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 39,
-                    "arrival_date_day_of_month": 20,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "ESP",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 7.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 68.72,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-09-25"
-                }
-            },
-            {
-                "scenario_id": "025",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 12,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 30,
-                    "arrival_date_day_of_month": 24,
-                    "stays_in_weekend_nights": 3,
-                    "stays_in_week_nights": 5,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "RUS",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 2,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 141.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-07-15"
-                }
-            },
-            {
-                "scenario_id": "028",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 78,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 28,
-                    "arrival_date_day_of_month": 15,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 1,
-                    "adults": 3,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 170.5,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-07-17"
-                }
-            },
-            {
-                "scenario_id": "029",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 13,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 25,
-                    "arrival_date_day_of_month": 12,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 0,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "RUS",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 115.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-06-08"
-                }
-            },
-            {
-                "scenario_id": "032",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 83,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 17,
-                    "arrival_date_day_of_month": 22,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 5,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 71.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 58.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-02-22"
-                }
-            },
-            {
-                "scenario_id": "035",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 26,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "November",
-                    "arrival_date_week_number": 45,
-                    "arrival_date_day_of_month": 2,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Corporate",
-                    "distribution_channel": "Corporate",
-                    "is_repeated_guest": 1,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 10,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "E",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": 219.0,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 88.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "No-Show",
-                    "reservation_status_date": "2016-11-02"
-                }
-            },
-            {
-                "scenario_id": "038",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 108,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 20,
-                    "arrival_date_day_of_month": 19,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 2,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "E",
-                    "assigned_room_type": "E",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 180.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-05-22"
-                }
-            },
-            {
-                "scenario_id": "039",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 156,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 17,
-                    "arrival_date_day_of_month": 26,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 37.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 100.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-11-21"
-                }
-            },
-            {
-                "scenario_id": "041",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 18,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 19,
-                    "arrival_date_day_of_month": 7,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "BEL",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 141.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-04-20"
-                }
-            },
-            {
-                "scenario_id": "043",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 0,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 21,
-                    "arrival_date_day_of_month": 18,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Corporate",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "E",
-                    "booking_changes": 2,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": 38.0,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 163.18,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "No-Show",
-                    "reservation_status_date": "2016-05-18"
-                }
-            },
-            {
-                "scenario_id": "046",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 35,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 41,
-                    "arrival_date_day_of_month": 7,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 7.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 66.53,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-10-09"
-                }
-            },
-            {
-                "scenario_id": "047",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 41,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 33,
-                    "arrival_date_day_of_month": 12,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 1.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "RUS",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "F",
-                    "assigned_room_type": "F",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 250.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 234.6,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-08-08"
-                }
-            },
-            {
-                "scenario_id": "051",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 86,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 37,
-                    "arrival_date_day_of_month": 9,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Corporate",
-                    "distribution_channel": "Corporate",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": 68.0,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 100.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-09-11"
-                }
-            },
-            {
-                "scenario_id": "054",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 28,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 16,
-                    "arrival_date_day_of_month": 21,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "USA",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "D",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": 14.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 93.5,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-04-22"
-                }
-            },
-            {
-                "scenario_id": "056",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 38,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "January",
-                    "arrival_date_week_number": 2,
-                    "arrival_date_day_of_month": 3,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "DEU",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 6.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 28.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-01-07"
-                }
-            },
-            {
-                "scenario_id": "064",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 0,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 16,
-                    "arrival_date_day_of_month": 13,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Corporate",
-                    "distribution_channel": "Corporate",
-                    "is_repeated_guest": 1,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 2,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "E",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": 399.0,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 56.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-04-14"
-                }
-            },
-            {
-                "scenario_id": "066",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 33,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "November",
-                    "arrival_date_week_number": 45,
-                    "arrival_date_day_of_month": 1,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 0,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Corporate",
-                    "distribution_channel": "Corporate",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 1,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": 94.0,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 25.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "No-Show",
-                    "reservation_status_date": "2015-11-01"
-                }
-            },
-            {
-                "scenario_id": "067",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 113,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 22,
-                    "arrival_date_day_of_month": 2,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 6,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "F",
-                    "assigned_room_type": "F",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 250.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 145.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-06-10"
-                }
-            },
-            {
-                "scenario_id": "070",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 15,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 27,
-                    "arrival_date_day_of_month": 26,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "FRA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 146.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-06-29"
-                }
-            },
-            {
-                "scenario_id": "071",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 5,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 35,
-                    "arrival_date_day_of_month": 26,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Corporate",
-                    "distribution_channel": "Corporate",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": 40.0,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 65.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "No-Show",
-                    "reservation_status_date": "2015-08-26"
-                }
-            },
-            {
-                "scenario_id": "073",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 0,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 23,
-                    "arrival_date_day_of_month": 30,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 4,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Corporate",
-                    "distribution_channel": "Corporate",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": 195.0,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 57.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "No-Show",
-                    "reservation_status_date": "2016-05-30"
-                }
-            },
-            {
-                "scenario_id": "074",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 1,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 31,
-                    "arrival_date_day_of_month": 31,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 4,
-                    "adults": 1,
-                    "children": 2.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "ESP",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "E",
-                    "assigned_room_type": "E",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 242.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 339.4,
-                    "required_car_parking_spaces": 1,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-08-05"
-                }
-            },
-            {
-                "scenario_id": "077",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 14,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 11,
-                    "arrival_date_day_of_month": 15,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 65.0,
-                    "required_car_parking_spaces": 1,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-03-16"
-                }
-            },
-            {
-                "scenario_id": "079",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 8,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "February",
-                    "arrival_date_week_number": 8,
-                    "arrival_date_day_of_month": 19,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Corporate",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": 67.0,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 81.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "No-Show",
-                    "reservation_status_date": "2016-02-19"
-                }
-            },
-            {
-                "scenario_id": "080",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 135,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 30,
-                    "arrival_date_day_of_month": 23,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 5,
-                    "adults": 3,
-                    "children": 1.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "C",
-                    "assigned_room_type": "C",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 250.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 222.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-07-30"
-                }
-            },
-            {
-                "scenario_id": "081",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 105,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 19,
-                    "arrival_date_day_of_month": 13,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 135.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-05-03"
-                }
-            },
-            {
-                "scenario_id": "083",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 4,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 17,
-                    "arrival_date_day_of_month": 24,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Corporate",
-                    "distribution_channel": "Corporate",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "E",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": 515.0,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 52.5,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "No-Show",
-                    "reservation_status_date": "2017-04-24"
-                }
-            },
-            {
-                "scenario_id": "084",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 333,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 39,
-                    "arrival_date_day_of_month": 20,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 1,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 58.0,
-                    "company": null,
-                    "days_in_waiting_list": 19,
-                    "customer_type": "Transient",
-                    "adr": 90.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-11-11"
-                }
-            },
-            {
-                "scenario_id": "087",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 374,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 35,
-                    "arrival_date_day_of_month": 27,
-                    "stays_in_weekend_nights": 4,
-                    "stays_in_week_nights": 10,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "E",
-                    "assigned_room_type": "E",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 40.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Contract",
-                    "adr": 85.3,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-09-10"
-                }
-            },
-            {
-                "scenario_id": "088",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 92,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 31,
-                    "arrival_date_day_of_month": 3,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "GBR",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 7.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 100.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-08-06"
-                }
-            },
-            {
-                "scenario_id": "096",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 1,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 19,
-                    "arrival_date_day_of_month": 9,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "NLD",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 130.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-05-10"
-                }
-            },
-            {
-                "scenario_id": "098",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 188,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 25,
-                    "arrival_date_day_of_month": 15,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 119.0,
-                    "company": null,
-                    "days_in_waiting_list": 39,
-                    "customer_type": "Transient",
-                    "adr": 130.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-01-18"
-                }
-            },
-            {
-                "scenario_id": "100",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 17,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "December",
-                    "arrival_date_week_number": 53,
-                    "arrival_date_day_of_month": 26,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 3,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Corporate",
-                    "distribution_channel": "Corporate",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": 154.0,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 27.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-12-30"
-                }
-            },
-            {
-                "scenario_id": "101",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 12,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 43,
-                    "arrival_date_day_of_month": 20,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 4,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "E",
-                    "assigned_room_type": "E",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 14.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Group",
-                    "adr": 146.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-10-24"
-                }
-            },
-            {
-                "scenario_id": "109",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 75,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "January",
-                    "arrival_date_week_number": 4,
-                    "arrival_date_day_of_month": 22,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 3,
-                    "adults": 3,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PAN",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "E",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 138.6,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-01-27"
-                }
-            },
-            {
-                "scenario_id": "113",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 144,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 27,
-                    "arrival_date_day_of_month": 1,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 28.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 75.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "No-Show",
-                    "reservation_status_date": "2016-07-01"
-                }
-            },
-            {
-                "scenario_id": "117",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 297,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 33,
-                    "arrival_date_day_of_month": 10,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 1,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 1.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Contract",
-                    "adr": 62.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-01-01"
-                }
-            },
-            {
-                "scenario_id": "119",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 72,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "January",
-                    "arrival_date_week_number": 3,
-                    "arrival_date_day_of_month": 20,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 62.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-12-22"
-                }
-            },
-            {
-                "scenario_id": "121",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 41,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 25,
-                    "arrival_date_day_of_month": 14,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Complementary",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "E",
-                    "assigned_room_type": "E",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 0.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-06-16"
-                }
-            },
-            {
-                "scenario_id": "123",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 10,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "February",
-                    "arrival_date_week_number": 9,
-                    "arrival_date_day_of_month": 27,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "DEU",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 74.8,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-02-17"
-                }
-            },
-            {
-                "scenario_id": "126",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 38,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 42,
-                    "arrival_date_day_of_month": 15,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "DEU",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 14.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 157.33,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-10-18"
-                }
-            },
-            {
-                "scenario_id": "127",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 310,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 17,
-                    "arrival_date_day_of_month": 23,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 21.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 75.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-03-31"
-                }
-            },
-            {
-                "scenario_id": "130",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 62,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 11,
-                    "arrival_date_day_of_month": 18,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "BEL",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 79.2,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-03-20"
-                }
-            },
-            {
-                "scenario_id": "131",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 20,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 45,
-                    "arrival_date_day_of_month": 30,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "E",
-                    "assigned_room_type": "E",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 241.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 64.1,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-10-13"
-                }
-            },
-            {
-                "scenario_id": "133",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 23,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 25,
-                    "arrival_date_day_of_month": 21,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "ESP",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "E",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 188.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-06-22"
-                }
-            },
-            {
-                "scenario_id": "134",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 2,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "December",
-                    "arrival_date_week_number": 49,
-                    "arrival_date_day_of_month": 3,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "DEU",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "E",
-                    "assigned_room_type": "E",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 115.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-12-04"
-                }
-            },
-            {
-                "scenario_id": "135",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 63,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 34,
-                    "arrival_date_day_of_month": 23,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "USA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": 8.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 139.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-08-25"
-                }
-            },
-            {
-                "scenario_id": "138",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 6,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 12,
-                    "arrival_date_day_of_month": 22,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "C",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 86.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 94.4,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-03-22"
-                }
-            },
-            {
-                "scenario_id": "140",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 0,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 35,
-                    "arrival_date_day_of_month": 28,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 106.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-08-30"
-                }
-            },
-            {
-                "scenario_id": "142",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 54,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "November",
-                    "arrival_date_week_number": 45,
-                    "arrival_date_day_of_month": 4,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "GBR",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 88.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-11-06"
-                }
-            },
-            {
-                "scenario_id": "143",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 80,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 22,
-                    "arrival_date_day_of_month": 28,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 15.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 80.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "No-Show",
-                    "reservation_status_date": "2017-05-28"
-                }
-            },
-            {
-                "scenario_id": "147",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 175,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 25,
-                    "arrival_date_day_of_month": 22,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "FRA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 166.5,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-06-25"
-                }
-            },
-            {
-                "scenario_id": "148",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 0,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 15,
-                    "arrival_date_day_of_month": 9,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 0,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "AGO",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 135.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-04-10"
-                }
-            },
-            {
-                "scenario_id": "151",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 120,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 41,
-                    "arrival_date_day_of_month": 6,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 5,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "NOR",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "E",
-                    "assigned_room_type": "E",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 76.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-10-13"
-                }
-            },
-            {
-                "scenario_id": "152",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 0,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 10,
-                    "arrival_date_day_of_month": 9,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 0,
-                    "adults": 0,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 1,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "K",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 15.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 0.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-03-09"
-                }
-            },
-            {
-                "scenario_id": "153",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 82,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 16,
-                    "arrival_date_day_of_month": 17,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 3,
-                    "adults": 3,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "FRA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 171.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-01-30"
-                }
-            },
-            {
-                "scenario_id": "157",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 18,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 16,
-                    "arrival_date_day_of_month": 14,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "SAU",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 127.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-04-16"
-                }
-            },
-            {
-                "scenario_id": "162",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 41,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 44,
-                    "arrival_date_day_of_month": 24,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "FRA",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 28.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 85.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-10-28"
-                }
-            },
-            {
-                "scenario_id": "168",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 220,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 33,
-                    "arrival_date_day_of_month": 13,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 162.3,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-07-25"
-                }
-            },
-            {
-                "scenario_id": "171",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 346,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 38,
-                    "arrival_date_day_of_month": 13,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "DEU",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 6.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 115.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-09-15"
-                }
-            },
-            {
-                "scenario_id": "173",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 28,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 10,
-                    "arrival_date_day_of_month": 4,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 2,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 73.88,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-03-08"
-                }
-            },
-            {
-                "scenario_id": "180",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 177,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 16,
-                    "arrival_date_day_of_month": 21,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 286.0,
-                    "company": null,
-                    "days_in_waiting_list": 47,
-                    "customer_type": "Transient",
-                    "adr": 95.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-12-12"
-                }
-            },
-            {
-                "scenario_id": "181",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 3,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 16,
-                    "arrival_date_day_of_month": 21,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "ESP",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "F",
-                    "assigned_room_type": "F",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 250.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 157.0,
-                    "required_car_parking_spaces": 1,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-04-23"
-                }
-            },
-            {
-                "scenario_id": "184",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 289,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "November",
-                    "arrival_date_week_number": 47,
-                    "arrival_date_day_of_month": 20,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "FB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 1,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 134.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 69.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-10-29"
-                }
-            },
-            {
-                "scenario_id": "185",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 19,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "February",
-                    "arrival_date_week_number": 7,
-                    "arrival_date_day_of_month": 12,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "ESP",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 138.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-01-28"
-                }
-            },
-            {
-                "scenario_id": "187",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 195,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 38,
-                    "arrival_date_day_of_month": 17,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 1,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 20.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 48.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-07-23"
-                }
-            },
-            {
-                "scenario_id": "189",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 0,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "November",
-                    "arrival_date_week_number": 49,
-                    "arrival_date_day_of_month": 30,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 3,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 146.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 25.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-12-04"
-                }
-            },
-            {
-                "scenario_id": "191",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 164,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 44,
-                    "arrival_date_day_of_month": 29,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 0,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 1,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 1,
-                    "reserved_room_type": "H",
-                    "assigned_room_type": "H",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 250.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 0.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-10-29"
-                }
-            },
-            {
-                "scenario_id": "193",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 36,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "December",
-                    "arrival_date_week_number": 52,
-                    "arrival_date_day_of_month": 18,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "FRA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 88.4,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-12-22"
-                }
-            },
-            {
-                "scenario_id": "195",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 8,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 39,
-                    "arrival_date_day_of_month": 21,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "ITA",
-                    "market_segment": "Corporate",
-                    "distribution_channel": "Corporate",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": 304.0,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 169.38,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-09-23"
-                }
-            },
-            {
-                "scenario_id": "199",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 13,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 33,
-                    "arrival_date_day_of_month": 17,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 3,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 250.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 241.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-08-17"
-                }
-            },
-            {
-                "scenario_id": "203",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 9,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "December",
-                    "arrival_date_week_number": 52,
-                    "arrival_date_day_of_month": 24,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Corporate",
-                    "distribution_channel": "Corporate",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": 270.0,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 45.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "No-Show",
-                    "reservation_status_date": "2016-12-24"
-                }
-            },
-            {
-                "scenario_id": "207",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 204,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 31,
-                    "arrival_date_day_of_month": 27,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 4,
-                    "adults": 3,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 175.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 131.4,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-08-01"
-                }
-            },
-            {
-                "scenario_id": "212",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 20,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 31,
-                    "arrival_date_day_of_month": 28,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "FRA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": 10.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 122.6,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-07-30"
-                }
-            },
-            {
-                "scenario_id": "216",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 12,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 38,
-                    "arrival_date_day_of_month": 14,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 3,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Corporate",
-                    "distribution_channel": "Corporate",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": 40.0,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 65.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "No-Show",
-                    "reservation_status_date": "2015-09-14"
-                }
-            },
-            {
-                "scenario_id": "217",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 16,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 40,
-                    "arrival_date_day_of_month": 27,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "VEN",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 129.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-09-22"
-                }
-            },
-            {
-                "scenario_id": "219",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 134,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "February",
-                    "arrival_date_week_number": 8,
-                    "arrival_date_day_of_month": 25,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 30.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 75.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "No-Show",
-                    "reservation_status_date": "2017-02-25"
-                }
-            },
-            {
-                "scenario_id": "224",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 398,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 33,
-                    "arrival_date_day_of_month": 11,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 1.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 62.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-10-21"
-                }
-            },
-            {
-                "scenario_id": "225",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 51,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 36,
-                    "arrival_date_day_of_month": 3,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "CN",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 139.28,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-07-15"
-                }
-            },
-            {
-                "scenario_id": "231",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 14,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 42,
-                    "arrival_date_day_of_month": 15,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 1,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 99.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 100.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-10-07"
-                }
-            },
-            {
-                "scenario_id": "233",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 0,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "November",
-                    "arrival_date_week_number": 47,
-                    "arrival_date_day_of_month": 14,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 0,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "ITA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 79.0,
-                    "required_car_parking_spaces": 1,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-11-15"
-                }
-            },
-            {
-                "scenario_id": "242",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 99,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 13,
-                    "arrival_date_day_of_month": 23,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 89.3,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-03-25"
-                }
-            },
-            {
-                "scenario_id": "243",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 171,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 15,
-                    "arrival_date_day_of_month": 4,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "DEU",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 298.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 85.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-04-06"
-                }
-            },
-            {
-                "scenario_id": "246",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 301,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 30,
-                    "arrival_date_day_of_month": 25,
-                    "stays_in_weekend_nights": 4,
-                    "stays_in_week_nights": 13,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "DEU",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 169.06,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-08-11"
-                }
-            },
-            {
-                "scenario_id": "247",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 6,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 10,
-                    "arrival_date_day_of_month": 8,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "RUS",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 177.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 34.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-03-09"
-                }
-            },
-            {
-                "scenario_id": "249",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 11,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 17,
-                    "arrival_date_day_of_month": 23,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 0,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 102.6,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-04-13"
-                }
-            },
-            {
-                "scenario_id": "252",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 27,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 12,
-                    "arrival_date_day_of_month": 19,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 7.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 76.23,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-03-24"
-                }
-            },
-            {
-                "scenario_id": "253",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 135,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 29,
-                    "arrival_date_day_of_month": 16,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 1,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 68.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-07-09"
-                }
-            },
-            {
-                "scenario_id": "255",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 37,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 42,
-                    "arrival_date_day_of_month": 13,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 56.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 105.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-09-06"
-                }
-            },
-            {
-                "scenario_id": "256",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 0,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 34,
-                    "arrival_date_day_of_month": 19,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "FRA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Contract",
-                    "adr": 106.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-08-20"
-                }
-            },
-            {
-                "scenario_id": "257",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 82,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 19,
-                    "arrival_date_day_of_month": 8,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 87.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-05-12"
-                }
-            },
-            {
-                "scenario_id": "258",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 110,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "December",
-                    "arrival_date_week_number": 50,
-                    "arrival_date_day_of_month": 9,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "FRA",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "D",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": 56.0,
-                    "company": null,
-                    "days_in_waiting_list": 69,
-                    "customer_type": "Transient-Party",
-                    "adr": 70.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-12-10"
-                }
-            },
-            {
-                "scenario_id": "259",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 302,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 33,
-                    "arrival_date_day_of_month": 15,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 1,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 1.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 62.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-07-06"
-                }
-            },
-            {
-                "scenario_id": "260",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 60,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "January",
-                    "arrival_date_week_number": 3,
-                    "arrival_date_day_of_month": 16,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 5,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "E",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": 6.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 26.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-01-23"
-                }
-            },
-            {
-                "scenario_id": "261",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 60,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 39,
-                    "arrival_date_day_of_month": 21,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": 20.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 49.5,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-09-23"
-                }
-            },
-            {
-                "scenario_id": "262",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 1,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "February",
-                    "arrival_date_week_number": 9,
-                    "arrival_date_day_of_month": 28,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "DEU",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 1,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 1,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 10.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 85.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-03-02"
-                }
-            },
-            {
-                "scenario_id": "269",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 4,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "February",
-                    "arrival_date_week_number": 8,
-                    "arrival_date_day_of_month": 17,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "DEU",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 80.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-02-19"
-                }
-            },
-            {
-                "scenario_id": "271",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 125,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 30,
-                    "arrival_date_day_of_month": 22,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 5,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "POL",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 113.41,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-06-23"
-                }
-            },
-            {
-                "scenario_id": "272",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 115,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 11,
-                    "arrival_date_day_of_month": 16,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "LVA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 79.2,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-03-19"
-                }
-            },
-            {
-                "scenario_id": "280",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 0,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 34,
-                    "arrival_date_day_of_month": 22,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 124.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-08-25"
-                }
-            },
-            {
-                "scenario_id": "281",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 1,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 21,
-                    "arrival_date_day_of_month": 21,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "FRA",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": 20.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 99.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-05-25"
-                }
-            },
-            {
-                "scenario_id": "285",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 4,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 15,
-                    "arrival_date_day_of_month": 15,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "USA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 155.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-04-14"
-                }
-            },
-            {
-                "scenario_id": "288",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 7,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 35,
-                    "arrival_date_day_of_month": 22,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "FRA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 140.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-08-16"
-                }
-            },
-            {
-                "scenario_id": "294",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 118,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 19,
-                    "arrival_date_day_of_month": 10,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 5,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "IRL",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 96.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 42.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-05-17"
-                }
-            },
-            {
-                "scenario_id": "299",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 12,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 42,
-                    "arrival_date_day_of_month": 12,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Corporate",
-                    "distribution_channel": "Corporate",
-                    "is_repeated_guest": 1,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 4,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": 40.0,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 65.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "No-Show",
-                    "reservation_status_date": "2016-10-12"
-                }
-            },
-            {
-                "scenario_id": "303",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 101,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 21,
-                    "arrival_date_day_of_month": 17,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 5,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "IRL",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 314.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 52.56,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-05-24"
-                }
-            },
-            {
-                "scenario_id": "306",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 92,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "December",
-                    "arrival_date_week_number": 49,
-                    "arrival_date_day_of_month": 1,
-                    "stays_in_weekend_nights": 4,
-                    "stays_in_week_nights": 15,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Contract",
-                    "adr": 63.75,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-11-19"
-                }
-            },
-            {
-                "scenario_id": "307",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 68,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "December",
-                    "arrival_date_week_number": 49,
-                    "arrival_date_day_of_month": 2,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Corporate",
-                    "distribution_channel": "Corporate",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": 40.0,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 65.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "No-Show",
-                    "reservation_status_date": "2015-12-02"
-                }
-            },
-            {
-                "scenario_id": "309",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 139,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 23,
-                    "arrival_date_day_of_month": 2,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 7,
-                    "adults": 2,
-                    "children": 2.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "G",
-                    "assigned_room_type": "G",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 137.89,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-01-29"
-                }
-            },
-            {
-                "scenario_id": "312",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 66,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 34,
-                    "arrival_date_day_of_month": 16,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "E",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": 250.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 134.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-08-20"
-                }
-            },
-            {
-                "scenario_id": "315",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 3,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 22,
-                    "arrival_date_day_of_month": 26,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 3,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "K",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 137.33,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-05-29"
-                }
-            },
-            {
-                "scenario_id": "316",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 0,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 16,
-                    "arrival_date_day_of_month": 12,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Corporate",
-                    "distribution_channel": "Corporate",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": 40.0,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 65.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "No-Show",
-                    "reservation_status_date": "2016-04-12"
-                }
-            },
-            {
-                "scenario_id": "317",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 0,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 19,
-                    "arrival_date_day_of_month": 9,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 15.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 104.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-05-10"
-                }
-            },
-            {
-                "scenario_id": "318",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 25,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 28,
-                    "arrival_date_day_of_month": 8,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 138.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 85.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-07-11"
-                }
-            },
-            {
-                "scenario_id": "319",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 276,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 20,
-                    "arrival_date_day_of_month": 13,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 21.0,
-                    "company": null,
-                    "days_in_waiting_list": 160,
-                    "customer_type": "Transient",
-                    "adr": 61.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-01-18"
-                }
-            },
-            {
-                "scenario_id": "320",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 48,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 27,
-                    "arrival_date_day_of_month": 7,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "TUR",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 170.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-05-25"
-                }
-            },
-            {
-                "scenario_id": "321",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 9,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "February",
-                    "arrival_date_week_number": 6,
-                    "arrival_date_day_of_month": 5,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "D",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 58.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-02-07"
-                }
-            },
-            {
-                "scenario_id": "323",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 7,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 16,
-                    "arrival_date_day_of_month": 17,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 0,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 184.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 95.0,
-                    "required_car_parking_spaces": 1,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-04-18"
-                }
-            },
-            {
-                "scenario_id": "324",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 175,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 20,
-                    "arrival_date_day_of_month": 19,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 44.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 90.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-11-25"
-                }
-            },
-            {
-                "scenario_id": "326",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 3,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "February",
-                    "arrival_date_week_number": 6,
-                    "arrival_date_day_of_month": 1,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 0,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Corporate",
-                    "distribution_channel": "Corporate",
-                    "is_repeated_guest": 1,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 1,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": 286.0,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 39.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-02-01"
-                }
-            },
-            {
-                "scenario_id": "329",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 204,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 25,
-                    "arrival_date_day_of_month": 20,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 130.5,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-11-29"
-                }
-            },
-            {
-                "scenario_id": "334",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 26,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 14,
-                    "arrival_date_day_of_month": 7,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "CHN",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 126.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-03-28"
-                }
-            },
-            {
-                "scenario_id": "338",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 81,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 36,
-                    "arrival_date_day_of_month": 3,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "ESP",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 125.1,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-09-06"
-                }
-            },
-            {
-                "scenario_id": "339",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 88,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 34,
-                    "arrival_date_day_of_month": 19,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 3,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "BEL",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 150.3,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-08-20"
-                }
-            },
-            {
-                "scenario_id": "344",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 111,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 12,
-                    "arrival_date_day_of_month": 23,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "DEU",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 100.3,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-02-06"
-                }
-            },
-            {
-                "scenario_id": "345",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 163,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 29,
-                    "arrival_date_day_of_month": 18,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 241.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 147.84,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-07-21"
-                }
-            },
-            {
-                "scenario_id": "348",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 39,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 43,
-                    "arrival_date_day_of_month": 23,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "IRL",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 58.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-10-27"
-                }
-            },
-            {
-                "scenario_id": "351",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 241,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 43,
-                    "arrival_date_day_of_month": 19,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "USA",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 1.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 60.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-10-22"
-                }
-            },
-            {
-                "scenario_id": "357",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 274,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 40,
-                    "arrival_date_day_of_month": 3,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 5,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 1,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 96.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 36.05,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-06-17"
-                }
-            },
-            {
-                "scenario_id": "360",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 51,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 43,
-                    "arrival_date_day_of_month": 23,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 5,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "GBR",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "F",
-                    "assigned_room_type": "F",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 250.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 119.43,
-                    "required_car_parking_spaces": 1,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-10-30"
-                }
-            },
-            {
-                "scenario_id": "363",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 48,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 23,
-                    "arrival_date_day_of_month": 6,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 4,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 150.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-05-16"
-                }
-            },
-            {
-                "scenario_id": "364",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 73,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 12,
-                    "arrival_date_day_of_month": 24,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "FRA",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": 171.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 90.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-03-26"
-                }
-            },
-            {
-                "scenario_id": "367",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 149,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 26,
-                    "arrival_date_day_of_month": 27,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 4,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "NLD",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 162.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-07-01"
-                }
-            },
-            {
-                "scenario_id": "368",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 28,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 10,
-                    "arrival_date_day_of_month": 7,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "FRA",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": 28.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Contract",
-                    "adr": 68.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-03-10"
-                }
-            },
-            {
-                "scenario_id": "369",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 1,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "February",
-                    "arrival_date_week_number": 9,
-                    "arrival_date_day_of_month": 25,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 1.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "C",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 60.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "No-Show",
-                    "reservation_status_date": "2016-02-25"
-                }
-            },
-            {
-                "scenario_id": "377",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 462,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 21,
-                    "arrival_date_day_of_month": 25,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 78.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-06-07"
-                }
-            },
-            {
-                "scenario_id": "380",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 68,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 33,
-                    "arrival_date_day_of_month": 15,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 146.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 157.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-08-19"
-                }
-            },
-            {
-                "scenario_id": "384",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 21,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 29,
-                    "arrival_date_day_of_month": 20,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "POL",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 249.5,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-07-06"
-                }
-            },
-            {
-                "scenario_id": "388",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 45,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 35,
-                    "arrival_date_day_of_month": 25,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 5,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "ESP",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 8.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Contract",
-                    "adr": 103.28,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-08-30"
-                }
-            },
-            {
-                "scenario_id": "390",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 163,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 14,
-                    "arrival_date_day_of_month": 1,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 5,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "CHE",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 60.2,
-                    "required_car_parking_spaces": 1,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-04-08"
-                }
-            },
-            {
-                "scenario_id": "391",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 233,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 25,
-                    "arrival_date_day_of_month": 23,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 20.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 105.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-04-21"
-                }
-            },
-            {
-                "scenario_id": "393",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 41,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 31,
-                    "arrival_date_day_of_month": 3,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "USA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 126.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-06-27"
-                }
-            },
-            {
-                "scenario_id": "395",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 1,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "December",
-                    "arrival_date_week_number": 53,
-                    "arrival_date_day_of_month": 31,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "USA",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": 14.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 172.8,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-01-02"
-                }
-            },
-            {
-                "scenario_id": "398",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 175,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 29,
-                    "arrival_date_day_of_month": 15,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "ROU",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 90.95,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-07-19"
-                }
-            },
-            {
-                "scenario_id": "401",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 138,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 27,
-                    "arrival_date_day_of_month": 2,
-                    "stays_in_weekend_nights": 4,
-                    "stays_in_week_nights": 6,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 134.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-02-19"
-                }
-            },
-            {
-                "scenario_id": "408",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 38,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 27,
-                    "arrival_date_day_of_month": 2,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 0,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "ESP",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 119.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-05-28"
-                }
-            },
-            {
-                "scenario_id": "409",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 50,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 44,
-                    "arrival_date_day_of_month": 24,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "FRA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 90.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-09-11"
-                }
-            },
-            {
-                "scenario_id": "411",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 20,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 26,
-                    "arrival_date_day_of_month": 29,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Corporate",
-                    "distribution_channel": "Corporate",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": 465.0,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 95.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "No-Show",
-                    "reservation_status_date": "2017-06-29"
-                }
-            },
-            {
-                "scenario_id": "414",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 279,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 42,
-                    "arrival_date_day_of_month": 10,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "DEU",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 16.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 80.75,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-10-13"
-                }
-            },
-            {
-                "scenario_id": "416",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 87,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 15,
-                    "arrival_date_day_of_month": 15,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 1.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 95.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-01-18"
-                }
-            },
-            {
-                "scenario_id": "419",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 1,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "February",
-                    "arrival_date_week_number": 8,
-                    "arrival_date_day_of_month": 21,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "ESP",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 1,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 1,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Group",
-                    "adr": 88.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-02-22"
-                }
-            },
-            {
-                "scenario_id": "423",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 59,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 41,
-                    "arrival_date_day_of_month": 8,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Corporate",
-                    "distribution_channel": "Corporate",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 281.0,
-                    "company": null,
-                    "days_in_waiting_list": 50,
-                    "customer_type": "Contract",
-                    "adr": 45.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-10-11"
-                }
-            },
-            {
-                "scenario_id": "426",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 3,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 30,
-                    "arrival_date_day_of_month": 23,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "E",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 154.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-07-24"
-                }
-            },
-            {
-                "scenario_id": "427",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 329,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 19,
-                    "arrival_date_day_of_month": 10,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 4,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "NOR",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 14,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 104.4,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-05-14"
-                }
-            },
-            {
-                "scenario_id": "428",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 101,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 12,
-                    "arrival_date_day_of_month": 15,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "FRA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 78.3,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-12-18"
-                }
-            },
-            {
-                "scenario_id": "430",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 105,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 13,
-                    "arrival_date_day_of_month": 31,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "POL",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 110.7,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-12-27"
-                }
-            },
-            {
-                "scenario_id": "433",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 120,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 36,
-                    "arrival_date_day_of_month": 2,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 2,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 37.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 115.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-06-14"
-                }
-            },
-            {
-                "scenario_id": "436",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 95,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 24,
-                    "arrival_date_day_of_month": 15,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 166.0,
-                    "required_car_parking_spaces": 1,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-06-18"
-                }
-            },
-            {
-                "scenario_id": "439",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 9,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 14,
-                    "arrival_date_day_of_month": 29,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "IRL",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 89.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-03-31"
-                }
-            },
-            {
-                "scenario_id": "440",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 3,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "January",
-                    "arrival_date_week_number": 3,
-                    "arrival_date_day_of_month": 19,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Corporate",
-                    "distribution_channel": "Corporate",
-                    "is_repeated_guest": 1,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 2,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": 470.0,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 35.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "No-Show",
-                    "reservation_status_date": "2017-01-19"
-                }
-            },
-            {
-                "scenario_id": "441",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 55,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 11,
-                    "arrival_date_day_of_month": 17,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "AZE",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 91.8,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-03-09"
-                }
-            },
-            {
-                "scenario_id": "442",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 150,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 24,
-                    "arrival_date_day_of_month": 17,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 3,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 120.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-01-18"
-                }
-            },
-            {
-                "scenario_id": "443",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 37,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "November",
-                    "arrival_date_week_number": 46,
-                    "arrival_date_day_of_month": 12,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "IRL",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 2,
-                    "deposit_type": "No Deposit",
-                    "agent": 22.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 67.5,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-11-13"
-                }
-            },
-            {
-                "scenario_id": "445",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 5,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 12,
-                    "arrival_date_day_of_month": 22,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "C",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 60.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-03-23"
-                }
-            },
-            {
-                "scenario_id": "448",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 154,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 14,
-                    "arrival_date_day_of_month": 4,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "BRA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 117.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-04-05"
-                }
-            },
-            {
-                "scenario_id": "450",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 112,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "December",
-                    "arrival_date_week_number": 53,
-                    "arrival_date_day_of_month": 30,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "Undefined",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 224.67,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-01-02"
-                }
-            },
-            {
-                "scenario_id": "451",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 4,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 35,
-                    "arrival_date_day_of_month": 25,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 4,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "ESP",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 1.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 62.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-08-29"
-                }
-            },
-            {
-                "scenario_id": "457",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 175,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 14,
-                    "arrival_date_day_of_month": 2,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "FRA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 52.2,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-04-06"
-                }
-            },
-            {
-                "scenario_id": "460",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 101,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 18,
-                    "arrival_date_day_of_month": 26,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 35.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 98.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-04-27"
-                }
-            },
-            {
-                "scenario_id": "461",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 1,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "November",
-                    "arrival_date_week_number": 47,
-                    "arrival_date_day_of_month": 19,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Corporate",
-                    "distribution_channel": "Corporate",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": 40.0,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 65.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "No-Show",
-                    "reservation_status_date": "2015-11-19"
-                }
-            },
-            {
-                "scenario_id": "462",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 1,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "February",
-                    "arrival_date_week_number": 7,
-                    "arrival_date_day_of_month": 13,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 15.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 60.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-02-15"
-                }
-            },
-            {
-                "scenario_id": "463",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 20,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 20,
-                    "arrival_date_day_of_month": 20,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "GBR",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 145.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-05-22"
-                }
-            },
-            {
-                "scenario_id": "464",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 29,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "January",
-                    "arrival_date_week_number": 3,
-                    "arrival_date_day_of_month": 18,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "AUT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": 171.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 65.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-01-20"
-                }
-            },
-            {
-                "scenario_id": "470",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 156,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 19,
-                    "arrival_date_day_of_month": 8,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 5,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "IRL",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 434.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 90.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-05-15"
-                }
-            },
-            {
-                "scenario_id": "471",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 41,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "December",
-                    "arrival_date_week_number": 52,
-                    "arrival_date_day_of_month": 21,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "UKR",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 87.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-12-24"
-                }
-            },
-            {
-                "scenario_id": "473",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 120,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 33,
-                    "arrival_date_day_of_month": 16,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "NLD",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 85.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 98.1,
-                    "required_car_parking_spaces": 1,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-08-18"
-                }
-            },
-            {
-                "scenario_id": "476",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 2,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "February",
-                    "arrival_date_week_number": 6,
-                    "arrival_date_day_of_month": 3,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 5,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 49.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-02-10"
-                }
-            },
-            {
-                "scenario_id": "479",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 58,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "November",
-                    "arrival_date_week_number": 47,
-                    "arrival_date_day_of_month": 18,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 4,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "FRA",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 28.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 60.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-11-22"
-                }
-            },
-            {
-                "scenario_id": "480",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 56,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 10,
-                    "arrival_date_day_of_month": 10,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "NLD",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 97.2,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-01-13"
-                }
-            },
-            {
-                "scenario_id": "484",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 131,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "December",
-                    "arrival_date_week_number": 52,
-                    "arrival_date_day_of_month": 22,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 5,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "IRL",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 335.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 75.57,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-12-29"
-                }
-            },
-            {
-                "scenario_id": "485",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 5,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 41,
-                    "arrival_date_day_of_month": 10,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "ESP",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 101.5,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-10-12"
-                }
-            },
-            {
-                "scenario_id": "486",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 120,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 19,
-                    "arrival_date_day_of_month": 2,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "FRA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 94.5,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-05-04"
-                }
-            },
-            {
-                "scenario_id": "488",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 54,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 19,
-                    "arrival_date_day_of_month": 9,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 2.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "G",
-                    "assigned_room_type": "G",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 165.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-04-18"
-                }
-            },
-            {
-                "scenario_id": "489",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 328,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "January",
-                    "arrival_date_week_number": 1,
-                    "arrival_date_day_of_month": 3,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 5,
-                    "adults": 3,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "BRA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 107.95,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-12-13"
-                }
-            },
-            {
-                "scenario_id": "492",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 152,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 25,
-                    "arrival_date_day_of_month": 14,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 5,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "E",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 250.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 100.6,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-06-21"
-                }
-            },
-            {
-                "scenario_id": "493",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 100,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 40,
-                    "arrival_date_day_of_month": 28,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 4,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "ITA",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": 26.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 110.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-10-02"
-                }
-            },
-            {
-                "scenario_id": "496",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 204,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 34,
-                    "arrival_date_day_of_month": 25,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "DEU",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 99.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-08-03"
-                }
-            },
-            {
-                "scenario_id": "499",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 24,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 34,
-                    "arrival_date_day_of_month": 23,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 4,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "AGO",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 216.67,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-08-13"
-                }
-            }
-        ],
-        "target_column": "reservation_status",
-        "task_sub_type": "classification",
-        "ranking_ground_truth": {
-            "top_k_ids": [
-                "035",
-                "043",
-                "066",
-                "071",
-                "073",
-                "079",
-                "083",
-                "203",
-                "216",
-                "299",
-                "307",
-                "316",
-                "411",
-                "440",
-                "461"
-            ]
-        },
-        "active_filters": [
-            {
-                "col": "market_segment",
-                "op": "==",
-                "val": "Corporate"
-            }
-        ],
-        "target_class_value": "no-show"
-    },
-    "response": "",
-    "evaluation_score": {}
-}
\ No newline at end of file
+    "active_filters": [
+      {
+        "col": "market_segment",
+        "op": "==",
+        "val": "Corporate"
+      }
+    ],
+    "target_class_value": "no-show"
+  },
+  "response": "",
+  "evaluation_score": {}
+}
diff --git a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_005/current.csv b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_005/current.csv
index 2484da03396f7cf6e9b576989bb10ff4f18eeb44..ca3b1eacedc5e95641d7f78b3561a2f9b16e7ba8 100644
--- a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_005/current.csv
+++ b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_005/current.csv
@@ -1,201 +1,199 @@
-hotel,is_canceled,lead_time,arrival_date_year,arrival_date_month,arrival_date_week_number,arrival_date_day_of_month,stays_in_weekend_nights,stays_in_week_nights,adults,children,babies,meal,country,market_segment,distribution_channel,is_repeated_guest,previous_cancellations,previous_bookings_not_canceled,reserved_room_type,assigned_room_type,booking_changes,deposit_type,agent,company,days_in_waiting_list,customer_type,adr,required_car_parking_spaces,total_of_special_requests,reservation_status_date
-City Hotel,0,0,2015,September,37,9,0,0,1,0.0,0,BB,PRT,Corporate,Corporate,1,0,0,A,A,0,No Deposit,,40.0,0,Transient,0.0,0,0,2015-09-09
-Resort Hotel,0,130,2015,August,32,8,2,5,2,0.0,1,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,250.0,,0,Transient,113.9,0,1,2015-08-15
-Resort Hotel,0,9,2017,April,16,19,0,1,1,0.0,0,BB,PRT,Direct,Direct,0,0,1,A,A,0,No Deposit,,,0,Transient,83.0,0,0,2017-04-20
-City Hotel,0,193,2016,July,28,4,3,10,0,2.0,0,BB,DEU,Online TA,TA/TO,0,0,0,B,B,0,No Deposit,9.0,,0,Transient,81.82,0,2,2016-07-17
-City Hotel,1,69,2016,March,12,16,1,4,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,6,No Deposit,8.0,,0,Transient,79.05,0,0,2016-02-13
-City Hotel,0,51,2016,August,36,31,1,4,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,7.0,,0,Transient,90.2,0,1,2016-09-05
-City Hotel,1,179,2015,August,34,22,2,1,2,0.0,0,HB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Transient-Party,86.0,0,0,2015-07-09
-Resort Hotel,0,64,2017,August,35,31,2,3,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,F,F,0,No Deposit,241.0,,0,Transient,187.19,0,1,2017-09-05
-City Hotel,0,181,2017,July,27,7,2,3,2,0.0,0,BB,GBR,Direct,Direct,0,0,0,A,A,2,No Deposit,14.0,,0,Transient,86.63,0,2,2017-07-12
-Resort Hotel,0,150,2017,March,12,24,2,2,2,0.0,0,BB,ESP,Offline TA/TO,TA/TO,0,0,0,D,E,0,No Deposit,6.0,,0,Transient,37.0,0,0,2017-03-28
-City Hotel,0,62,2015,September,39,20,2,3,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,68.72,0,0,2015-09-25
-City Hotel,1,12,2017,July,30,24,3,5,1,0.0,0,SC,RUS,Online TA,TA/TO,0,0,0,A,A,2,No Deposit,9.0,,0,Transient,141.0,0,1,2017-07-15
-City Hotel,0,78,2017,July,28,15,1,1,3,0.0,0,BB,PRT,Direct,Direct,0,0,0,D,D,0,No Deposit,,,0,Transient,170.5,0,1,2017-07-17
-City Hotel,1,13,2016,June,25,12,2,0,1,0.0,0,BB,RUS,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,115.0,0,0,2016-06-08
-Resort Hotel,1,83,2016,April,17,22,2,5,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,D,D,0,Non Refund,71.0,,0,Transient,58.0,0,0,2016-02-22
-City Hotel,1,26,2016,November,45,2,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,1,0,10,A,E,0,No Deposit,,219.0,0,Transient,88.0,0,1,2016-11-02
-City Hotel,0,108,2017,May,20,19,1,2,1,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,E,E,1,No Deposit,9.0,,0,Transient,180.0,0,1,2017-05-22
-City Hotel,1,156,2017,April,17,26,0,3,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,37.0,,0,Transient,100.0,0,0,2016-11-21
-City Hotel,1,18,2016,May,19,7,1,1,2,0.0,0,BB,BEL,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,141.0,0,0,2016-04-20
-City Hotel,1,0,2016,May,21,18,0,1,1,0.0,0,BB,PRT,Corporate,Direct,0,0,0,A,E,2,No Deposit,,38.0,0,Transient-Party,163.18,0,0,2016-05-18
-City Hotel,0,35,2015,October,41,7,0,2,2,0.0,0,SC,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,66.53,0,1,2015-10-09
-Resort Hotel,1,41,2016,August,33,12,2,2,2,1.0,0,BB,RUS,Direct,Direct,0,0,0,F,F,0,No Deposit,250.0,,0,Transient,234.6,0,0,2016-08-08
-City Hotel,0,86,2015,September,37,9,0,2,2,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,D,0,No Deposit,,68.0,0,Transient-Party,100.0,0,0,2015-09-11
-City Hotel,0,28,2017,April,16,21,0,1,1,0.0,0,BB,USA,Direct,Direct,0,0,0,A,D,1,No Deposit,14.0,,0,Transient,93.5,0,0,2017-04-22
-Resort Hotel,0,38,2016,January,2,3,2,2,2,0.0,0,BB,DEU,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,6.0,,0,Transient,28.0,0,0,2016-01-07
-Resort Hotel,0,0,2016,April,16,13,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,1,0,2,A,E,0,No Deposit,,399.0,0,Transient,56.0,0,1,2016-04-14
-Resort Hotel,1,33,2015,November,45,1,1,0,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,1,A,A,0,No Deposit,,94.0,0,Transient,25.0,0,0,2015-11-01
-Resort Hotel,0,113,2017,June,22,2,2,6,2,0.0,0,BB,GBR,Direct,Direct,0,0,0,F,F,0,No Deposit,250.0,,0,Transient,145.0,0,1,2017-06-10
-City Hotel,0,15,2016,June,27,26,2,1,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,D,A,0,No Deposit,9.0,,0,Transient,146.0,0,1,2016-06-29
-City Hotel,1,5,2015,August,35,26,0,2,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,D,0,No Deposit,,40.0,0,Transient,65.0,0,0,2015-08-26
-Resort Hotel,1,0,2016,May,23,30,1,4,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,195.0,0,Transient,57.0,0,0,2016-05-30
-Resort Hotel,0,1,2017,July,31,31,1,4,1,2.0,0,HB,ESP,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,242.0,,0,Transient,339.4,1,2,2017-08-05
-City Hotel,0,14,2017,March,11,15,0,1,1,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,1,No Deposit,,,0,Transient,65.0,1,1,2017-03-16
-City Hotel,1,8,2016,February,8,19,0,1,1,0.0,0,BB,PRT,Corporate,TA/TO,0,0,0,A,A,0,No Deposit,,67.0,0,Transient-Party,81.0,0,0,2016-02-19
-Resort Hotel,0,135,2016,July,30,23,2,5,3,1.0,0,BB,PRT,Direct,Direct,0,0,0,C,C,0,No Deposit,250.0,,0,Transient,222.0,0,1,2016-07-30
-City Hotel,1,105,2017,May,19,13,1,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,135.0,0,0,2017-05-03
-Resort Hotel,1,4,2017,April,17,24,1,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,E,0,No Deposit,,515.0,0,Transient,52.5,0,0,2017-04-24
-City Hotel,1,333,2016,September,39,20,0,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,Non Refund,58.0,,19,Transient,90.0,0,0,2015-11-11
-Resort Hotel,0,374,2016,August,35,27,4,10,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,E,E,0,No Deposit,40.0,,0,Contract,85.3,0,0,2016-09-10
-City Hotel,0,92,2017,August,31,3,0,3,2,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,100.0,0,1,2017-08-06
-City Hotel,0,1,2017,May,19,9,0,1,1,0.0,0,SC,NLD,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,9.0,,0,Transient,130.0,0,0,2017-05-10
-City Hotel,1,188,2016,June,25,15,0,2,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,119.0,,39,Transient,130.0,0,0,2016-01-18
-Resort Hotel,0,17,2016,December,53,26,1,3,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,D,0,No Deposit,,154.0,0,Transient,27.0,0,0,2016-12-30
-City Hotel,0,12,2015,October,43,20,0,4,2,0.0,0,BB,GBR,Direct,Direct,0,0,0,E,E,0,No Deposit,14.0,,0,Group,146.0,0,1,2015-10-24
-City Hotel,0,75,2017,January,4,22,2,3,3,0.0,0,BB,PAN,Online TA,TA/TO,0,0,0,D,E,0,No Deposit,9.0,,0,Transient,138.6,0,1,2017-01-27
-City Hotel,1,144,2016,July,27,1,1,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,28.0,,0,Transient,75.0,0,0,2016-07-01
-City Hotel,1,297,2015,August,33,10,1,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Contract,62.0,0,0,2015-01-01
-Resort Hotel,1,72,2017,January,3,20,1,2,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,62.0,0,0,2016-12-22
-Resort Hotel,0,41,2016,June,25,14,0,2,2,0.0,0,BB,PRT,Complementary,Direct,0,0,0,E,E,0,No Deposit,,,0,Transient,0.0,0,0,2016-06-16
-City Hotel,1,10,2017,February,9,27,1,3,2,0.0,0,SC,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,74.8,0,0,2017-02-17
-City Hotel,0,38,2016,October,42,15,2,1,2,0.0,0,BB,DEU,Direct,Direct,0,0,0,D,D,0,No Deposit,14.0,,0,Transient,157.33,0,0,2016-10-18
-City Hotel,1,310,2017,April,17,23,2,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,21.0,,0,Transient-Party,75.0,0,0,2017-03-31
-City Hotel,0,62,2017,March,11,18,1,1,2,0.0,0,SC,BEL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,79.2,0,1,2017-03-20
-Resort Hotel,1,20,2016,October,45,30,2,2,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,241.0,,0,Transient,64.1,0,1,2016-10-13
-City Hotel,0,23,2017,June,25,21,0,1,2,0.0,0,HB,ESP,Online TA,TA/TO,0,0,0,D,E,0,No Deposit,9.0,,0,Transient,188.0,0,2,2017-06-22
-City Hotel,0,2,2015,December,49,3,0,1,1,0.0,0,BB,DEU,Direct,Direct,0,0,0,E,E,0,No Deposit,,,0,Transient,115.0,0,0,2015-12-04
-City Hotel,0,63,2017,August,34,23,0,2,2,0.0,0,BB,USA,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,8.0,,0,Transient,139.0,0,1,2017-08-25
-City Hotel,1,6,2017,March,12,22,0,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,C,0,No Deposit,86.0,,0,Transient,94.4,0,0,2017-03-22
-City Hotel,0,0,2015,August,35,28,0,2,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,106.0,0,1,2015-08-30
-City Hotel,0,54,2016,November,45,4,0,2,2,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,88.0,0,1,2016-11-06
-Resort Hotel,1,80,2017,May,22,28,2,2,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,15.0,,0,Transient,80.0,0,0,2017-05-28
-City Hotel,0,175,2017,June,25,22,0,3,2,0.0,0,HB,FRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,166.5,0,0,2017-06-25
-City Hotel,0,0,2017,April,15,9,1,0,2,0.0,0,SC,AGO,Online TA,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,135.0,0,2,2017-04-10
-Resort Hotel,0,120,2015,October,41,6,2,5,2,0.0,0,BB,NOR,Online TA,TA/TO,0,0,0,E,E,1,No Deposit,240.0,,0,Transient,76.0,0,0,2015-10-13
-City Hotel,0,0,2017,March,10,9,0,0,0,0.0,0,BB,PRT,Offline TA/TO,TA/TO,1,0,0,A,K,0,No Deposit,15.0,,0,Transient,0.0,0,0,2017-03-09
-City Hotel,1,82,2017,April,16,17,1,3,3,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,171.0,0,1,2017-01-30
-City Hotel,0,18,2016,April,16,14,0,2,2,0.0,0,BB,SAU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,127.0,0,1,2016-04-16
-City Hotel,1,179,2015,August,34,22,2,1,2,0.0,0,HB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Transient-Party,86.0,0,0,2015-07-09
-City Hotel,0,41,2016,October,44,24,1,3,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,28.0,,0,Transient,85.0,0,0,2016-10-28
-Resort Hotel,1,220,2017,August,33,13,2,3,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,162.3,0,1,2017-07-25
-City Hotel,0,346,2016,September,38,13,0,2,2,0.0,0,HB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient-Party,115.0,0,1,2016-09-15
-City Hotel,0,28,2016,March,10,4,2,2,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,2,No Deposit,9.0,,0,Transient,73.88,0,0,2016-03-08
-City Hotel,1,177,2017,April,16,21,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,286.0,,47,Transient,95.0,0,0,2016-12-12
-Resort Hotel,0,3,2017,April,16,21,0,2,2,0.0,0,BB,ESP,Direct,Direct,0,0,0,F,F,0,No Deposit,250.0,,0,Transient,157.0,1,0,2017-04-23
-Resort Hotel,1,289,2015,November,47,20,1,2,2,0.0,0,FB,PRT,Groups,TA/TO,0,1,0,A,A,0,No Deposit,134.0,,0,Transient-Party,69.0,0,0,2015-10-29
-City Hotel,1,19,2016,February,7,12,1,2,2,0.0,0,HB,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,138.0,0,1,2016-01-28
-City Hotel,1,195,2015,September,38,17,0,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,No Deposit,20.0,,0,Transient,48.0,0,0,2015-07-23
-Resort Hotel,0,0,2015,November,49,30,1,3,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,146.0,,0,Transient-Party,25.0,0,0,2015-12-04
-Resort Hotel,0,164,2016,October,44,29,0,0,1,0.0,0,BB,PRT,Direct,Direct,1,0,1,H,H,0,No Deposit,250.0,,0,Transient,0.0,0,2,2016-10-29
-City Hotel,0,36,2016,December,52,18,2,2,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,88.4,0,1,2016-12-22
-City Hotel,0,8,2016,September,39,21,0,2,1,0.0,0,BB,ITA,Corporate,Corporate,0,0,0,D,D,0,No Deposit,,304.0,0,Transient-Party,169.38,0,0,2016-09-23
-Resort Hotel,1,13,2017,August,33,17,0,2,3,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,250.0,,0,Transient,241.0,0,0,2017-08-17
-Resort Hotel,1,9,2016,December,52,24,1,1,2,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,D,D,0,No Deposit,,270.0,0,Transient,45.0,0,1,2016-12-24
-Resort Hotel,0,204,2015,July,31,27,1,4,3,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,175.0,,0,Transient,131.4,0,1,2015-08-01
-City Hotel,0,20,2016,July,31,28,0,2,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,10.0,,0,Transient,122.6,0,0,2016-07-30
-City Hotel,1,12,2015,September,38,14,1,3,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,40.0,0,Transient,65.0,0,0,2015-09-14
-City Hotel,1,16,2016,September,40,27,0,2,2,0.0,0,SC,VEN,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,129.0,0,1,2016-09-22
-City Hotel,1,134,2017,February,8,25,0,1,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,30.0,,0,Transient-Party,75.0,0,0,2017-02-25
-City Hotel,1,398,2016,August,33,11,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0,2015-10-21
-City Hotel,1,51,2016,September,36,3,2,2,2,0.0,0,BB,CN,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,139.28,0,0,2016-07-15
-City Hotel,1,14,2015,October,42,15,0,1,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,No Deposit,99.0,,0,Transient-Party,100.0,0,0,2015-10-07
-Resort Hotel,0,0,2016,November,47,14,1,0,2,0.0,0,BB,ITA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,79.0,1,1,2016-11-15
-City Hotel,0,99,2016,March,13,23,0,2,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient-Party,89.3,0,1,2016-03-25
-Resort Hotel,0,171,2016,April,15,4,1,1,2,0.0,0,HB,DEU,Groups,TA/TO,0,0,0,A,A,0,Non Refund,298.0,,0,Transient-Party,85.0,0,0,2016-04-06
-Resort Hotel,0,301,2017,July,30,25,4,13,2,0.0,0,HB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient-Party,169.06,0,2,2017-08-11
-Resort Hotel,0,6,2017,March,10,8,0,1,2,0.0,0,BB,RUS,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,177.0,,0,Transient,34.0,0,0,2017-03-09
-City Hotel,1,11,2017,April,17,23,1,0,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,Non Refund,,,0,Transient,102.6,0,0,2017-04-13
-City Hotel,0,27,2017,March,12,19,2,3,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,7.0,,0,Transient,76.23,0,0,2017-03-24
-City Hotel,1,135,2015,July,29,16,0,3,1,0.0,0,BB,PRT,Online TA,TA/TO,0,1,0,A,A,0,No Deposit,9.0,,0,Transient-Party,68.0,0,2,2015-07-09
-City Hotel,1,37,2016,October,42,13,0,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,56.0,,0,Transient-Party,105.0,0,0,2016-09-06
-City Hotel,0,0,2015,August,34,19,0,1,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Contract,106.0,0,2,2015-08-20
-Resort Hotel,0,82,2017,May,19,8,1,3,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,D,0,No Deposit,240.0,,0,Transient-Party,87.0,0,0,2017-05-12
-City Hotel,0,110,2015,December,50,9,0,1,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,D,1,No Deposit,56.0,,69,Transient-Party,70.0,0,0,2015-12-10
-City Hotel,1,302,2015,August,33,15,2,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,No Deposit,1.0,,0,Transient-Party,62.0,0,0,2015-07-06
-Resort Hotel,0,60,2016,January,3,16,2,5,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,A,E,1,No Deposit,6.0,,0,Transient,26.0,0,0,2016-01-23
-City Hotel,0,60,2015,September,39,21,1,1,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,1,No Deposit,20.0,,0,Transient-Party,49.5,0,0,2015-09-23
-City Hotel,0,1,2017,February,9,28,0,2,1,0.0,0,BB,DEU,Online TA,TA/TO,1,0,1,A,A,0,No Deposit,10.0,,0,Transient,85.0,0,0,2017-03-02
-City Hotel,0,4,2016,February,8,17,0,2,1,0.0,0,BB,DEU,Direct,Direct,0,0,0,A,A,1,No Deposit,,,0,Transient,80.0,0,0,2016-02-19
-City Hotel,1,125,2016,July,30,22,2,5,2,0.0,0,BB,POL,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,113.41,0,0,2016-06-23
-City Hotel,0,115,2017,March,11,16,0,3,2,0.0,0,SC,LVA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,79.2,0,0,2017-03-19
-City Hotel,0,0,2015,August,34,22,2,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,9.0,,0,Transient-Party,124.0,0,1,2015-08-25
-City Hotel,0,1,2017,May,21,21,2,2,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,A,1,No Deposit,20.0,,0,Transient,99.0,0,0,2017-05-25
-City Hotel,1,4,2017,April,15,15,1,1,2,0.0,0,SC,USA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,155.0,0,0,2017-04-14
-City Hotel,1,7,2016,August,35,22,1,1,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,140.0,0,1,2016-08-16
-Resort Hotel,0,118,2017,May,19,10,2,5,1,0.0,0,BB,IRL,Groups,TA/TO,0,0,0,A,A,0,No Deposit,96.0,,0,Transient-Party,42.0,0,0,2017-05-17
-City Hotel,1,12,2016,October,42,12,0,2,1,0.0,0,BB,PRT,Corporate,Corporate,1,0,4,A,A,0,No Deposit,,40.0,0,Transient,65.0,0,1,2016-10-12
-Resort Hotel,0,101,2016,May,21,17,2,5,2,0.0,0,BB,IRL,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,314.0,,0,Transient,52.56,0,0,2016-05-24
-City Hotel,1,92,2015,December,49,1,4,15,1,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Contract,63.75,0,1,2015-11-19
-City Hotel,1,68,2015,December,49,2,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,40.0,0,Transient,65.0,0,1,2015-12-02
-Resort Hotel,1,139,2016,June,23,2,2,7,2,2.0,0,BB,PRT,Online TA,TA/TO,0,0,0,G,G,0,No Deposit,240.0,,0,Transient,137.89,0,0,2016-01-29
-Resort Hotel,0,66,2015,August,34,16,2,2,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,E,1,No Deposit,250.0,,0,Transient,134.0,0,0,2015-08-20
-City Hotel,0,3,2016,May,22,26,0,3,3,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,K,1,No Deposit,9.0,,0,Transient,137.33,0,1,2016-05-29
-City Hotel,1,0,2016,April,16,12,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,40.0,0,Transient,65.0,0,0,2016-04-12
-City Hotel,0,0,2017,May,19,9,0,1,1,0.0,0,SC,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,15.0,,0,Transient,104.0,0,0,2017-05-10
-City Hotel,0,25,2016,July,28,8,1,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,138.0,,0,Transient,85.0,0,0,2016-07-11
-City Hotel,1,276,2016,May,20,13,2,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,21.0,,160,Transient,61.0,0,0,2016-01-18
-City Hotel,1,48,2017,July,27,7,0,1,1,0.0,0,BB,TUR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,170.0,0,1,2017-05-25
-Resort Hotel,0,9,2016,February,6,5,0,2,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,D,1,No Deposit,240.0,,0,Transient,58.0,0,1,2016-02-07
-Resort Hotel,0,7,2017,April,16,17,1,0,1,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,D,0,No Deposit,184.0,,0,Transient,95.0,1,0,2017-04-18
-Resort Hotel,1,3,2016,February,6,1,1,0,1,0.0,0,BB,PRT,Corporate,Corporate,1,0,1,A,D,0,No Deposit,,286.0,0,Transient-Party,39.0,0,0,2016-02-01
-City Hotel,1,204,2017,June,25,20,0,3,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,130.5,0,0,2016-11-29
-City Hotel,1,26,2017,April,14,7,0,1,2,0.0,0,BB,CHN,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,126.0,0,0,2017-03-28
-City Hotel,0,81,2016,September,36,3,2,1,2,0.0,0,SC,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,125.1,0,2,2016-09-06
-City Hotel,0,88,2016,August,34,19,0,1,3,0.0,0,BB,BEL,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,150.3,0,1,2016-08-20
-City Hotel,1,111,2017,March,12,23,1,3,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,100.3,0,0,2017-02-06
-Resort Hotel,0,163,2017,July,29,18,0,3,2,0.0,0,HB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,241.0,,0,Transient,147.84,0,0,2017-07-21
-Resort Hotel,0,39,2015,October,43,23,2,2,2,0.0,0,BB,IRL,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,58.0,0,0,2015-10-27
-City Hotel,0,241,2015,October,43,19,1,2,2,0.0,0,BB,USA,Groups,TA/TO,0,0,0,A,A,0,No Deposit,1.0,,0,Transient-Party,60.0,0,0,2015-10-22
-Resort Hotel,1,274,2015,October,40,3,2,5,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,96.0,,0,Transient,36.05,0,0,2015-06-17
-Resort Hotel,0,51,2015,October,43,23,2,5,2,0.0,0,HB,GBR,Direct,Direct,0,0,0,F,F,0,No Deposit,250.0,,0,Transient,119.43,1,0,2015-10-30
-City Hotel,1,48,2017,June,23,6,0,4,1,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,150.0,0,1,2017-05-16
-City Hotel,0,73,2017,March,12,24,0,2,1,0.0,0,BB,FRA,Groups,TA/TO,0,0,0,A,A,1,No Deposit,171.0,,0,Transient-Party,90.0,0,0,2017-03-26
-City Hotel,0,149,2017,June,26,27,0,4,2,0.0,0,HB,NLD,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,162.0,0,0,2017-07-01
-City Hotel,0,28,2017,March,10,7,0,3,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,A,1,No Deposit,28.0,,0,Contract,68.0,0,0,2017-03-10
-Resort Hotel,1,1,2016,February,9,25,0,2,2,1.0,0,BB,PRT,Direct,Direct,0,0,0,A,C,0,No Deposit,,,0,Transient,60.0,0,1,2016-02-25
-Resort Hotel,1,462,2017,May,21,25,0,3,2,0.0,0,HB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,,,0,Transient,78.0,0,0,2016-06-07
-Resort Hotel,0,68,2015,August,33,15,2,2,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,146.0,,0,Transient,157.0,0,1,2015-08-19
-Resort Hotel,1,21,2017,July,29,20,1,3,2,0.0,0,HB,POL,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,249.5,0,0,2017-07-06
-Resort Hotel,0,45,2015,August,35,25,0,5,2,0.0,0,BB,ESP,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,8.0,,0,Contract,103.28,0,2,2015-08-30
-Resort Hotel,0,163,2016,April,14,1,2,5,2,0.0,0,BB,CHE,Online TA,TA/TO,0,0,0,A,D,0,No Deposit,240.0,,0,Transient,60.2,1,2,2016-04-08
-City Hotel,1,233,2017,June,25,23,1,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,20.0,,0,Transient,105.0,0,0,2017-04-21
-City Hotel,1,41,2017,August,31,3,0,1,1,0.0,0,SC,USA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,126.0,0,0,2017-06-27
-City Hotel,0,1,2016,December,53,31,1,1,1,0.0,0,BB,USA,Direct,Direct,0,0,0,D,D,1,No Deposit,14.0,,0,Transient,172.8,0,0,2017-01-02
-City Hotel,0,175,2016,July,29,15,2,2,2,0.0,0,BB,ROU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,90.95,0,1,2016-07-19
-Resort Hotel,1,138,2016,July,27,2,4,6,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,134.0,0,0,2016-02-19
-City Hotel,1,175,2017,May,20,19,0,1,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,44.0,,0,Transient,90.0,0,0,2016-11-25
-City Hotel,1,38,2017,July,27,2,2,0,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,119.0,0,1,2017-05-28
-Resort Hotel,1,50,2016,October,44,24,1,2,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,90.0,0,1,2016-09-11
-City Hotel,1,20,2017,June,26,29,0,1,2,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,465.0,0,Transient,95.0,0,2,2017-06-29
-City Hotel,0,279,2016,October,42,10,1,2,2,0.0,0,BB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,16.0,,0,Transient-Party,80.75,0,1,2016-10-13
-City Hotel,1,87,2017,April,15,15,2,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,95.0,0,0,2017-01-18
-City Hotel,0,1,2017,February,8,21,0,1,2,0.0,0,SC,ESP,Online TA,TA/TO,1,0,1,A,A,0,No Deposit,9.0,,0,Group,88.0,0,1,2017-02-22
-Resort Hotel,0,59,2015,October,41,8,0,3,2,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,No Deposit,281.0,,50,Contract,45.0,0,0,2015-10-11
-Resort Hotel,0,3,2015,July,30,23,0,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,E,0,No Deposit,240.0,,0,Transient,154.0,0,2,2015-07-24
-City Hotel,0,329,2017,May,19,10,0,4,2,0.0,0,BB,NOR,Online TA,TA/TO,0,0,0,A,A,14,No Deposit,9.0,,0,Transient,104.4,0,2,2017-05-14
-City Hotel,1,101,2016,March,12,15,0,3,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,78.3,0,0,2015-12-18
-City Hotel,1,105,2017,March,13,31,2,2,2,0.0,0,BB,POL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,110.7,0,1,2016-12-27
-City Hotel,1,120,2016,September,36,2,1,2,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,37.0,,0,Transient,115.0,0,0,2016-06-14
-Resort Hotel,0,95,2017,June,24,15,0,3,2,0.0,0,HB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,166.0,1,1,2017-06-18
-City Hotel,0,9,2016,March,14,29,0,2,2,0.0,0,SC,IRL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,89.0,0,1,2016-03-31
-Resort Hotel,1,3,2017,January,3,19,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,1,0,2,A,A,0,No Deposit,,470.0,0,Transient,35.0,0,1,2017-01-19
-City Hotel,1,55,2017,March,11,17,2,2,2,0.0,0,BB,AZE,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,91.8,0,0,2017-03-09
-City Hotel,1,150,2017,June,24,17,2,3,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,,,0,Transient,120.0,0,0,2017-01-18
-City Hotel,0,37,2016,November,46,12,0,1,1,0.0,0,BB,IRL,Offline TA/TO,TA/TO,0,0,0,A,A,2,No Deposit,22.0,,0,Transient,67.5,0,0,2016-11-13
-Resort Hotel,0,5,2017,March,12,22,0,1,1,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,C,0,No Deposit,,,0,Transient,60.0,0,0,2017-03-23
-City Hotel,0,154,2017,April,14,4,0,1,2,0.0,0,BB,BRA,Online TA,TA/TO,0,0,0,A,D,0,No Deposit,9.0,,0,Transient,117.0,0,0,2017-04-05
-Resort Hotel,0,112,2015,December,53,30,0,3,2,0.0,0,Undefined,PRT,Groups,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient-Party,224.67,0,0,2016-01-02
-City Hotel,0,4,2015,August,35,25,0,4,2,0.0,0,BB,ESP,Groups,TA/TO,0,0,0,A,A,0,No Deposit,1.0,,0,Transient-Party,62.0,0,0,2015-08-29
-Resort Hotel,0,175,2016,April,14,2,2,2,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,D,0,No Deposit,240.0,,0,Transient,52.2,0,1,2016-04-06
-City Hotel,0,101,2016,April,18,26,0,1,2,0.0,0,HB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,35.0,,0,Transient-Party,98.0,0,0,2016-04-27
-City Hotel,1,1,2015,November,47,19,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,40.0,0,Transient,65.0,0,0,2015-11-19
-Resort Hotel,0,1,2016,February,7,13,1,1,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,15.0,,0,Transient,60.0,0,0,2016-02-15
-City Hotel,0,20,2017,May,20,20,1,1,2,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,145.0,0,1,2017-05-22
-City Hotel,0,29,2017,January,3,18,0,2,1,0.0,0,BB,AUT,Groups,TA/TO,0,0,0,A,A,1,No Deposit,171.0,,0,Transient-Party,65.0,0,0,2017-01-20
-Resort Hotel,0,156,2017,May,19,8,2,5,2,0.0,0,HB,IRL,Groups,TA/TO,0,0,0,D,D,0,No Deposit,434.0,,0,Transient-Party,90.0,0,0,2017-05-15
-City Hotel,0,41,2015,December,52,21,1,2,2,0.0,0,BB,UKR,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,9.0,,0,Transient,87.0,0,2,2015-12-24
-City Hotel,0,120,2017,August,33,16,0,2,2,0.0,0,BB,NLD,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,85.0,,0,Transient,98.1,1,0,2017-08-18
-Resort Hotel,0,2,2016,February,6,3,2,5,1,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,49.0,0,1,2016-02-10
-City Hotel,0,58,2015,November,47,18,0,4,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,28.0,,0,Transient,60.0,0,0,2015-11-22
-City Hotel,1,56,2017,March,10,10,1,2,2,0.0,0,BB,NLD,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,97.2,0,0,2017-01-13
-City Hotel,1,14,2015,October,42,15,0,1,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,No Deposit,99.0,,0,Transient-Party,100.0,0,0,2015-10-07
-Resort Hotel,0,131,2015,December,52,22,2,5,2,0.0,0,HB,IRL,Groups,TA/TO,0,0,0,A,D,0,No Deposit,335.0,,0,Transient-Party,75.57,0,1,2015-12-29
-Resort Hotel,0,5,2015,October,41,10,1,1,2,0.0,0,HB,ESP,Online TA,TA/TO,0,0,0,D,D,1,No Deposit,240.0,,0,Transient,101.5,0,2,2015-10-12
-City Hotel,0,120,2016,May,19,2,1,1,2,0.0,0,SC,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient-Party,94.5,0,1,2016-05-04
-Resort Hotel,1,54,2017,May,19,9,0,3,2,2.0,0,BB,GBR,Online TA,TA/TO,0,0,0,G,G,0,No Deposit,240.0,,0,Transient,165.0,0,0,2017-04-18
-City Hotel,1,328,2017,January,1,3,2,5,3,0.0,0,BB,BRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,107.95,0,1,2016-12-13
-Resort Hotel,0,152,2016,June,25,14,2,5,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,D,E,0,No Deposit,250.0,,0,Transient,100.6,0,1,2016-06-21
-City Hotel,0,100,2016,September,40,28,0,4,1,0.0,0,HB,ITA,Offline TA/TO,TA/TO,0,0,0,A,A,1,No Deposit,26.0,,0,Transient-Party,110.0,0,0,2016-10-02
-City Hotel,1,204,2017,August,34,25,1,2,2,0.0,0,SC,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,99.0,0,0,2017-08-03
-Resort Hotel,1,24,2017,August,34,23,2,4,2,0.0,0,BB,AGO,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,216.67,0,1,2017-08-13
+hotel,lead_time,arrival_date_year,arrival_date_month,arrival_date_week_number,arrival_date_day_of_month,stays_in_weekend_nights,stays_in_week_nights,adults,children,babies,meal,country,market_segment,distribution_channel,is_repeated_guest,previous_cancellations,previous_bookings_not_canceled,reserved_room_type,assigned_room_type,booking_changes,deposit_type,agent,company,days_in_waiting_list,customer_type,adr,required_car_parking_spaces,total_of_special_requests
+City Hotel,0,2015,September,37,9,0,0,1,0.0,0,BB,PRT,Corporate,Corporate,1,0,0,A,A,0,No Deposit,,40.0,0,Transient,0.0,0,0
+Resort Hotel,130,2015,August,32,8,2,5,2,0.0,1,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,250.0,,0,Transient,113.9,0,1
+Resort Hotel,9,2017,April,16,19,0,1,1,0.0,0,BB,PRT,Direct,Direct,0,0,1,A,A,0,No Deposit,,,0,Transient,83.0,0,0
+City Hotel,193,2016,July,28,4,3,10,0,2.0,0,BB,DEU,Online TA,TA/TO,0,0,0,B,B,0,No Deposit,9.0,,0,Transient,81.82,0,2
+City Hotel,69,2016,March,12,16,1,4,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,6,No Deposit,8.0,,0,Transient,79.05,0,0
+City Hotel,51,2016,August,36,31,1,4,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,7.0,,0,Transient,90.2,0,1
+City Hotel,179,2015,August,34,22,2,1,2,0.0,0,HB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Transient-Party,86.0,0,0
+Resort Hotel,64,2017,August,35,31,2,3,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,F,F,0,No Deposit,241.0,,0,Transient,187.19,0,1
+City Hotel,181,2017,July,27,7,2,3,2,0.0,0,BB,GBR,Direct,Direct,0,0,0,A,A,2,No Deposit,14.0,,0,Transient,86.63,0,2
+Resort Hotel,150,2017,March,12,24,2,2,2,0.0,0,BB,ESP,Offline TA/TO,TA/TO,0,0,0,D,E,0,No Deposit,6.0,,0,Transient,37.0,0,0
+City Hotel,62,2015,September,39,20,2,3,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,68.72,0,0
+City Hotel,12,2017,July,30,24,3,5,1,0.0,0,SC,RUS,Online TA,TA/TO,0,0,0,A,A,2,No Deposit,9.0,,0,Transient,141.0,0,1
+City Hotel,78,2017,July,28,15,1,1,3,0.0,0,BB,PRT,Direct,Direct,0,0,0,D,D,0,No Deposit,,,0,Transient,170.5,0,1
+City Hotel,13,2016,June,25,12,2,0,1,0.0,0,BB,RUS,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,115.0,0,0
+Resort Hotel,83,2016,April,17,22,2,5,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,D,D,0,Non Refund,71.0,,0,Transient,58.0,0,0
+City Hotel,26,2016,November,45,2,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,1,0,10,A,E,0,No Deposit,,219.0,0,Transient,88.0,0,1
+City Hotel,108,2017,May,20,19,1,2,1,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,E,E,1,No Deposit,9.0,,0,Transient,180.0,0,1
+City Hotel,156,2017,April,17,26,0,3,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,37.0,,0,Transient,100.0,0,0
+City Hotel,18,2016,May,19,7,1,1,2,0.0,0,BB,BEL,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,141.0,0,0
+City Hotel,0,2016,May,21,18,0,1,1,0.0,0,BB,PRT,Corporate,Direct,0,0,0,A,E,2,No Deposit,,38.0,0,Transient-Party,163.18,0,0
+City Hotel,35,2015,October,41,7,0,2,2,0.0,0,SC,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,66.53,0,1
+Resort Hotel,41,2016,August,33,12,2,2,2,1.0,0,BB,RUS,Direct,Direct,0,0,0,F,F,0,No Deposit,250.0,,0,Transient,234.6,0,0
+City Hotel,86,2015,September,37,9,0,2,2,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,D,0,No Deposit,,68.0,0,Transient-Party,100.0,0,0
+City Hotel,28,2017,April,16,21,0,1,1,0.0,0,BB,USA,Direct,Direct,0,0,0,A,D,1,No Deposit,14.0,,0,Transient,93.5,0,0
+Resort Hotel,38,2016,January,2,3,2,2,2,0.0,0,BB,DEU,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,6.0,,0,Transient,28.0,0,0
+Resort Hotel,0,2016,April,16,13,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,1,0,2,A,E,0,No Deposit,,399.0,0,Transient,56.0,0,1
+Resort Hotel,33,2015,November,45,1,1,0,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,1,A,A,0,No Deposit,,94.0,0,Transient,25.0,0,0
+Resort Hotel,113,2017,June,22,2,2,6,2,0.0,0,BB,GBR,Direct,Direct,0,0,0,F,F,0,No Deposit,250.0,,0,Transient,145.0,0,1
+City Hotel,15,2016,June,27,26,2,1,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,D,A,0,No Deposit,9.0,,0,Transient,146.0,0,1
+City Hotel,5,2015,August,35,26,0,2,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,D,0,No Deposit,,40.0,0,Transient,65.0,0,0
+Resort Hotel,0,2016,May,23,30,1,4,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,195.0,0,Transient,57.0,0,0
+Resort Hotel,1,2017,July,31,31,1,4,1,2.0,0,HB,ESP,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,242.0,,0,Transient,339.4,1,2
+City Hotel,14,2017,March,11,15,0,1,1,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,1,No Deposit,,,0,Transient,65.0,1,1
+City Hotel,8,2016,February,8,19,0,1,1,0.0,0,BB,PRT,Corporate,TA/TO,0,0,0,A,A,0,No Deposit,,67.0,0,Transient-Party,81.0,0,0
+Resort Hotel,135,2016,July,30,23,2,5,3,1.0,0,BB,PRT,Direct,Direct,0,0,0,C,C,0,No Deposit,250.0,,0,Transient,222.0,0,1
+City Hotel,105,2017,May,19,13,1,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,135.0,0,0
+Resort Hotel,4,2017,April,17,24,1,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,E,0,No Deposit,,515.0,0,Transient,52.5,0,0
+City Hotel,333,2016,September,39,20,0,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,Non Refund,58.0,,19,Transient,90.0,0,0
+Resort Hotel,374,2016,August,35,27,4,10,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,E,E,0,No Deposit,40.0,,0,Contract,85.3,0,0
+City Hotel,92,2017,August,31,3,0,3,2,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,100.0,0,1
+City Hotel,1,2017,May,19,9,0,1,1,0.0,0,SC,NLD,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,9.0,,0,Transient,130.0,0,0
+City Hotel,188,2016,June,25,15,0,2,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,119.0,,39,Transient,130.0,0,0
+Resort Hotel,17,2016,December,53,26,1,3,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,D,0,No Deposit,,154.0,0,Transient,27.0,0,0
+City Hotel,12,2015,October,43,20,0,4,2,0.0,0,BB,GBR,Direct,Direct,0,0,0,E,E,0,No Deposit,14.0,,0,Group,146.0,0,1
+City Hotel,75,2017,January,4,22,2,3,3,0.0,0,BB,PAN,Online TA,TA/TO,0,0,0,D,E,0,No Deposit,9.0,,0,Transient,138.6,0,1
+City Hotel,144,2016,July,27,1,1,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,28.0,,0,Transient,75.0,0,0
+City Hotel,297,2015,August,33,10,1,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Contract,62.0,0,0
+Resort Hotel,72,2017,January,3,20,1,2,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,62.0,0,0
+Resort Hotel,41,2016,June,25,14,0,2,2,0.0,0,BB,PRT,Complementary,Direct,0,0,0,E,E,0,No Deposit,,,0,Transient,0.0,0,0
+City Hotel,10,2017,February,9,27,1,3,2,0.0,0,SC,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,74.8,0,0
+City Hotel,38,2016,October,42,15,2,1,2,0.0,0,BB,DEU,Direct,Direct,0,0,0,D,D,0,No Deposit,14.0,,0,Transient,157.33,0,0
+City Hotel,310,2017,April,17,23,2,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,21.0,,0,Transient-Party,75.0,0,0
+City Hotel,62,2017,March,11,18,1,1,2,0.0,0,SC,BEL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,79.2,0,1
+Resort Hotel,20,2016,October,45,30,2,2,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,241.0,,0,Transient,64.1,0,1
+City Hotel,23,2017,June,25,21,0,1,2,0.0,0,HB,ESP,Online TA,TA/TO,0,0,0,D,E,0,No Deposit,9.0,,0,Transient,188.0,0,2
+City Hotel,2,2015,December,49,3,0,1,1,0.0,0,BB,DEU,Direct,Direct,0,0,0,E,E,0,No Deposit,,,0,Transient,115.0,0,0
+City Hotel,63,2017,August,34,23,0,2,2,0.0,0,BB,USA,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,8.0,,0,Transient,139.0,0,1
+City Hotel,6,2017,March,12,22,0,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,C,0,No Deposit,86.0,,0,Transient,94.4,0,0
+City Hotel,0,2015,August,35,28,0,2,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,106.0,0,1
+City Hotel,54,2016,November,45,4,0,2,2,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,88.0,0,1
+Resort Hotel,80,2017,May,22,28,2,2,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,15.0,,0,Transient,80.0,0,0
+City Hotel,175,2017,June,25,22,0,3,2,0.0,0,HB,FRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,166.5,0,0
+City Hotel,0,2017,April,15,9,1,0,2,0.0,0,SC,AGO,Online TA,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,135.0,0,2
+Resort Hotel,120,2015,October,41,6,2,5,2,0.0,0,BB,NOR,Online TA,TA/TO,0,0,0,E,E,1,No Deposit,240.0,,0,Transient,76.0,0,0
+City Hotel,0,2017,March,10,9,0,0,0,0.0,0,BB,PRT,Offline TA/TO,TA/TO,1,0,0,A,K,0,No Deposit,15.0,,0,Transient,0.0,0,0
+City Hotel,82,2017,April,16,17,1,3,3,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,171.0,0,1
+City Hotel,18,2016,April,16,14,0,2,2,0.0,0,BB,SAU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,127.0,0,1
+City Hotel,41,2016,October,44,24,1,3,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,28.0,,0,Transient,85.0,0,0
+Resort Hotel,220,2017,August,33,13,2,3,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,162.3,0,1
+City Hotel,346,2016,September,38,13,0,2,2,0.0,0,HB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient-Party,115.0,0,1
+City Hotel,28,2016,March,10,4,2,2,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,2,No Deposit,9.0,,0,Transient,73.88,0,0
+City Hotel,177,2017,April,16,21,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,286.0,,47,Transient,95.0,0,0
+Resort Hotel,3,2017,April,16,21,0,2,2,0.0,0,BB,ESP,Direct,Direct,0,0,0,F,F,0,No Deposit,250.0,,0,Transient,157.0,1,0
+Resort Hotel,289,2015,November,47,20,1,2,2,0.0,0,FB,PRT,Groups,TA/TO,0,1,0,A,A,0,No Deposit,134.0,,0,Transient-Party,69.0,0,0
+City Hotel,19,2016,February,7,12,1,2,2,0.0,0,HB,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,138.0,0,1
+City Hotel,195,2015,September,38,17,0,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,No Deposit,20.0,,0,Transient,48.0,0,0
+Resort Hotel,0,2015,November,49,30,1,3,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,146.0,,0,Transient-Party,25.0,0,0
+Resort Hotel,164,2016,October,44,29,0,0,1,0.0,0,BB,PRT,Direct,Direct,1,0,1,H,H,0,No Deposit,250.0,,0,Transient,0.0,0,2
+City Hotel,36,2016,December,52,18,2,2,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,88.4,0,1
+City Hotel,8,2016,September,39,21,0,2,1,0.0,0,BB,ITA,Corporate,Corporate,0,0,0,D,D,0,No Deposit,,304.0,0,Transient-Party,169.38,0,0
+Resort Hotel,13,2017,August,33,17,0,2,3,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,250.0,,0,Transient,241.0,0,0
+Resort Hotel,9,2016,December,52,24,1,1,2,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,D,D,0,No Deposit,,270.0,0,Transient,45.0,0,1
+Resort Hotel,204,2015,July,31,27,1,4,3,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,175.0,,0,Transient,131.4,0,1
+City Hotel,20,2016,July,31,28,0,2,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,10.0,,0,Transient,122.6,0,0
+City Hotel,12,2015,September,38,14,1,3,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,40.0,0,Transient,65.0,0,0
+City Hotel,16,2016,September,40,27,0,2,2,0.0,0,SC,VEN,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,129.0,0,1
+City Hotel,134,2017,February,8,25,0,1,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,30.0,,0,Transient-Party,75.0,0,0
+City Hotel,398,2016,August,33,11,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0
+City Hotel,51,2016,September,36,3,2,2,2,0.0,0,BB,CN,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,139.28,0,0
+City Hotel,14,2015,October,42,15,0,1,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,No Deposit,99.0,,0,Transient-Party,100.0,0,0
+Resort Hotel,0,2016,November,47,14,1,0,2,0.0,0,BB,ITA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,79.0,1,1
+City Hotel,99,2016,March,13,23,0,2,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient-Party,89.3,0,1
+Resort Hotel,171,2016,April,15,4,1,1,2,0.0,0,HB,DEU,Groups,TA/TO,0,0,0,A,A,0,Non Refund,298.0,,0,Transient-Party,85.0,0,0
+Resort Hotel,301,2017,July,30,25,4,13,2,0.0,0,HB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient-Party,169.06,0,2
+Resort Hotel,6,2017,March,10,8,0,1,2,0.0,0,BB,RUS,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,177.0,,0,Transient,34.0,0,0
+City Hotel,11,2017,April,17,23,1,0,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,Non Refund,,,0,Transient,102.6,0,0
+City Hotel,27,2017,March,12,19,2,3,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,7.0,,0,Transient,76.23,0,0
+City Hotel,135,2015,July,29,16,0,3,1,0.0,0,BB,PRT,Online TA,TA/TO,0,1,0,A,A,0,No Deposit,9.0,,0,Transient-Party,68.0,0,2
+City Hotel,37,2016,October,42,13,0,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,56.0,,0,Transient-Party,105.0,0,0
+City Hotel,0,2015,August,34,19,0,1,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Contract,106.0,0,2
+Resort Hotel,82,2017,May,19,8,1,3,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,D,0,No Deposit,240.0,,0,Transient-Party,87.0,0,0
+City Hotel,110,2015,December,50,9,0,1,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,D,1,No Deposit,56.0,,69,Transient-Party,70.0,0,0
+City Hotel,302,2015,August,33,15,2,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,No Deposit,1.0,,0,Transient-Party,62.0,0,0
+Resort Hotel,60,2016,January,3,16,2,5,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,A,E,1,No Deposit,6.0,,0,Transient,26.0,0,0
+City Hotel,60,2015,September,39,21,1,1,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,1,No Deposit,20.0,,0,Transient-Party,49.5,0,0
+City Hotel,1,2017,February,9,28,0,2,1,0.0,0,BB,DEU,Online TA,TA/TO,1,0,1,A,A,0,No Deposit,10.0,,0,Transient,85.0,0,0
+City Hotel,4,2016,February,8,17,0,2,1,0.0,0,BB,DEU,Direct,Direct,0,0,0,A,A,1,No Deposit,,,0,Transient,80.0,0,0
+City Hotel,125,2016,July,30,22,2,5,2,0.0,0,BB,POL,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,113.41,0,0
+City Hotel,115,2017,March,11,16,0,3,2,0.0,0,SC,LVA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,79.2,0,0
+City Hotel,0,2015,August,34,22,2,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,9.0,,0,Transient-Party,124.0,0,1
+City Hotel,1,2017,May,21,21,2,2,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,A,1,No Deposit,20.0,,0,Transient,99.0,0,0
+City Hotel,4,2017,April,15,15,1,1,2,0.0,0,SC,USA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,155.0,0,0
+City Hotel,7,2016,August,35,22,1,1,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,140.0,0,1
+Resort Hotel,118,2017,May,19,10,2,5,1,0.0,0,BB,IRL,Groups,TA/TO,0,0,0,A,A,0,No Deposit,96.0,,0,Transient-Party,42.0,0,0
+City Hotel,12,2016,October,42,12,0,2,1,0.0,0,BB,PRT,Corporate,Corporate,1,0,4,A,A,0,No Deposit,,40.0,0,Transient,65.0,0,1
+Resort Hotel,101,2016,May,21,17,2,5,2,0.0,0,BB,IRL,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,314.0,,0,Transient,52.56,0,0
+City Hotel,92,2015,December,49,1,4,15,1,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Contract,63.75,0,1
+City Hotel,68,2015,December,49,2,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,40.0,0,Transient,65.0,0,1
+Resort Hotel,139,2016,June,23,2,2,7,2,2.0,0,BB,PRT,Online TA,TA/TO,0,0,0,G,G,0,No Deposit,240.0,,0,Transient,137.89,0,0
+Resort Hotel,66,2015,August,34,16,2,2,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,E,1,No Deposit,250.0,,0,Transient,134.0,0,0
+City Hotel,3,2016,May,22,26,0,3,3,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,K,1,No Deposit,9.0,,0,Transient,137.33,0,1
+City Hotel,0,2016,April,16,12,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,40.0,0,Transient,65.0,0,0
+City Hotel,0,2017,May,19,9,0,1,1,0.0,0,SC,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,15.0,,0,Transient,104.0,0,0
+City Hotel,25,2016,July,28,8,1,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,138.0,,0,Transient,85.0,0,0
+City Hotel,276,2016,May,20,13,2,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,21.0,,160,Transient,61.0,0,0
+City Hotel,48,2017,July,27,7,0,1,1,0.0,0,BB,TUR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,170.0,0,1
+Resort Hotel,9,2016,February,6,5,0,2,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,D,1,No Deposit,240.0,,0,Transient,58.0,0,1
+Resort Hotel,7,2017,April,16,17,1,0,1,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,D,0,No Deposit,184.0,,0,Transient,95.0,1,0
+Resort Hotel,3,2016,February,6,1,1,0,1,0.0,0,BB,PRT,Corporate,Corporate,1,0,1,A,D,0,No Deposit,,286.0,0,Transient-Party,39.0,0,0
+City Hotel,204,2017,June,25,20,0,3,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,130.5,0,0
+City Hotel,26,2017,April,14,7,0,1,2,0.0,0,BB,CHN,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,126.0,0,0
+City Hotel,81,2016,September,36,3,2,1,2,0.0,0,SC,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,125.1,0,2
+City Hotel,88,2016,August,34,19,0,1,3,0.0,0,BB,BEL,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,150.3,0,1
+City Hotel,111,2017,March,12,23,1,3,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,100.3,0,0
+Resort Hotel,163,2017,July,29,18,0,3,2,0.0,0,HB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,241.0,,0,Transient,147.84,0,0
+Resort Hotel,39,2015,October,43,23,2,2,2,0.0,0,BB,IRL,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,58.0,0,0
+City Hotel,241,2015,October,43,19,1,2,2,0.0,0,BB,USA,Groups,TA/TO,0,0,0,A,A,0,No Deposit,1.0,,0,Transient-Party,60.0,0,0
+Resort Hotel,274,2015,October,40,3,2,5,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,96.0,,0,Transient,36.05,0,0
+Resort Hotel,51,2015,October,43,23,2,5,2,0.0,0,HB,GBR,Direct,Direct,0,0,0,F,F,0,No Deposit,250.0,,0,Transient,119.43,1,0
+City Hotel,48,2017,June,23,6,0,4,1,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,150.0,0,1
+City Hotel,73,2017,March,12,24,0,2,1,0.0,0,BB,FRA,Groups,TA/TO,0,0,0,A,A,1,No Deposit,171.0,,0,Transient-Party,90.0,0,0
+City Hotel,149,2017,June,26,27,0,4,2,0.0,0,HB,NLD,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,162.0,0,0
+City Hotel,28,2017,March,10,7,0,3,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,A,1,No Deposit,28.0,,0,Contract,68.0,0,0
+Resort Hotel,1,2016,February,9,25,0,2,2,1.0,0,BB,PRT,Direct,Direct,0,0,0,A,C,0,No Deposit,,,0,Transient,60.0,0,1
+Resort Hotel,462,2017,May,21,25,0,3,2,0.0,0,HB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,,,0,Transient,78.0,0,0
+Resort Hotel,68,2015,August,33,15,2,2,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,146.0,,0,Transient,157.0,0,1
+Resort Hotel,21,2017,July,29,20,1,3,2,0.0,0,HB,POL,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,249.5,0,0
+Resort Hotel,45,2015,August,35,25,0,5,2,0.0,0,BB,ESP,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,8.0,,0,Contract,103.28,0,2
+Resort Hotel,163,2016,April,14,1,2,5,2,0.0,0,BB,CHE,Online TA,TA/TO,0,0,0,A,D,0,No Deposit,240.0,,0,Transient,60.2,1,2
+City Hotel,233,2017,June,25,23,1,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,20.0,,0,Transient,105.0,0,0
+City Hotel,41,2017,August,31,3,0,1,1,0.0,0,SC,USA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,126.0,0,0
+City Hotel,1,2016,December,53,31,1,1,1,0.0,0,BB,USA,Direct,Direct,0,0,0,D,D,1,No Deposit,14.0,,0,Transient,172.8,0,0
+City Hotel,175,2016,July,29,15,2,2,2,0.0,0,BB,ROU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,90.95,0,1
+Resort Hotel,138,2016,July,27,2,4,6,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,134.0,0,0
+City Hotel,175,2017,May,20,19,0,1,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,44.0,,0,Transient,90.0,0,0
+City Hotel,38,2017,July,27,2,2,0,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,119.0,0,1
+Resort Hotel,50,2016,October,44,24,1,2,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,90.0,0,1
+City Hotel,20,2017,June,26,29,0,1,2,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,465.0,0,Transient,95.0,0,2
+City Hotel,279,2016,October,42,10,1,2,2,0.0,0,BB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,16.0,,0,Transient-Party,80.75,0,1
+City Hotel,87,2017,April,15,15,2,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,95.0,0,0
+City Hotel,1,2017,February,8,21,0,1,2,0.0,0,SC,ESP,Online TA,TA/TO,1,0,1,A,A,0,No Deposit,9.0,,0,Group,88.0,0,1
+Resort Hotel,59,2015,October,41,8,0,3,2,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,No Deposit,281.0,,50,Contract,45.0,0,0
+Resort Hotel,3,2015,July,30,23,0,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,E,0,No Deposit,240.0,,0,Transient,154.0,0,2
+City Hotel,329,2017,May,19,10,0,4,2,0.0,0,BB,NOR,Online TA,TA/TO,0,0,0,A,A,14,No Deposit,9.0,,0,Transient,104.4,0,2
+City Hotel,101,2016,March,12,15,0,3,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,78.3,0,0
+City Hotel,105,2017,March,13,31,2,2,2,0.0,0,BB,POL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,110.7,0,1
+City Hotel,120,2016,September,36,2,1,2,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,37.0,,0,Transient,115.0,0,0
+Resort Hotel,95,2017,June,24,15,0,3,2,0.0,0,HB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,166.0,1,1
+City Hotel,9,2016,March,14,29,0,2,2,0.0,0,SC,IRL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,89.0,0,1
+Resort Hotel,3,2017,January,3,19,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,1,0,2,A,A,0,No Deposit,,470.0,0,Transient,35.0,0,1
+City Hotel,55,2017,March,11,17,2,2,2,0.0,0,BB,AZE,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,91.8,0,0
+City Hotel,150,2017,June,24,17,2,3,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,,,0,Transient,120.0,0,0
+City Hotel,37,2016,November,46,12,0,1,1,0.0,0,BB,IRL,Offline TA/TO,TA/TO,0,0,0,A,A,2,No Deposit,22.0,,0,Transient,67.5,0,0
+Resort Hotel,5,2017,March,12,22,0,1,1,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,C,0,No Deposit,,,0,Transient,60.0,0,0
+City Hotel,154,2017,April,14,4,0,1,2,0.0,0,BB,BRA,Online TA,TA/TO,0,0,0,A,D,0,No Deposit,9.0,,0,Transient,117.0,0,0
+Resort Hotel,112,2015,December,53,30,0,3,2,0.0,0,Undefined,PRT,Groups,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient-Party,224.67,0,0
+City Hotel,4,2015,August,35,25,0,4,2,0.0,0,BB,ESP,Groups,TA/TO,0,0,0,A,A,0,No Deposit,1.0,,0,Transient-Party,62.0,0,0
+Resort Hotel,175,2016,April,14,2,2,2,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,D,0,No Deposit,240.0,,0,Transient,52.2,0,1
+City Hotel,101,2016,April,18,26,0,1,2,0.0,0,HB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,35.0,,0,Transient-Party,98.0,0,0
+City Hotel,1,2015,November,47,19,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,40.0,0,Transient,65.0,0,0
+Resort Hotel,1,2016,February,7,13,1,1,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,15.0,,0,Transient,60.0,0,0
+City Hotel,20,2017,May,20,20,1,1,2,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,145.0,0,1
+City Hotel,29,2017,January,3,18,0,2,1,0.0,0,BB,AUT,Groups,TA/TO,0,0,0,A,A,1,No Deposit,171.0,,0,Transient-Party,65.0,0,0
+Resort Hotel,156,2017,May,19,8,2,5,2,0.0,0,HB,IRL,Groups,TA/TO,0,0,0,D,D,0,No Deposit,434.0,,0,Transient-Party,90.0,0,0
+City Hotel,41,2015,December,52,21,1,2,2,0.0,0,BB,UKR,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,9.0,,0,Transient,87.0,0,2
+City Hotel,120,2017,August,33,16,0,2,2,0.0,0,BB,NLD,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,85.0,,0,Transient,98.1,1,0
+Resort Hotel,2,2016,February,6,3,2,5,1,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,49.0,0,1
+City Hotel,58,2015,November,47,18,0,4,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,28.0,,0,Transient,60.0,0,0
+City Hotel,56,2017,March,10,10,1,2,2,0.0,0,BB,NLD,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,97.2,0,0
+Resort Hotel,131,2015,December,52,22,2,5,2,0.0,0,HB,IRL,Groups,TA/TO,0,0,0,A,D,0,No Deposit,335.0,,0,Transient-Party,75.57,0,1
+Resort Hotel,5,2015,October,41,10,1,1,2,0.0,0,HB,ESP,Online TA,TA/TO,0,0,0,D,D,1,No Deposit,240.0,,0,Transient,101.5,0,2
+City Hotel,120,2016,May,19,2,1,1,2,0.0,0,SC,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient-Party,94.5,0,1
+Resort Hotel,54,2017,May,19,9,0,3,2,2.0,0,BB,GBR,Online TA,TA/TO,0,0,0,G,G,0,No Deposit,240.0,,0,Transient,165.0,0,0
+City Hotel,328,2017,January,1,3,2,5,3,0.0,0,BB,BRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,107.95,0,1
+Resort Hotel,152,2016,June,25,14,2,5,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,D,E,0,No Deposit,250.0,,0,Transient,100.6,0,1
+City Hotel,100,2016,September,40,28,0,4,1,0.0,0,HB,ITA,Offline TA/TO,TA/TO,0,0,0,A,A,1,No Deposit,26.0,,0,Transient-Party,110.0,0,0
+City Hotel,204,2017,August,34,25,1,2,2,0.0,0,SC,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,99.0,0,0
+Resort Hotel,24,2017,August,34,23,2,4,2,0.0,0,BB,AGO,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,216.67,0,1
diff --git a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_005/history.csv b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_005/history.csv
index d247fc5afb304e55a6b6c68fde195c8ac836e439..555c3058ec55a3e7da350854b90ebc3b15ef4d70 100644
--- a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_005/history.csv
+++ b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_005/history.csv
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:500cb52376fa81f916474f85570cc132e874f56127a160d1b84c47f976e5c1bc
-size 16783109
+oid sha256:8863c6a2a8672f693b3cd0bad11dcc3fd36bfef96bb0e937a10d5cc136c867e1
+size 15232257
diff --git a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_005/info.json b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_005/info.json
index 4816c05993309461836de8622438e342f2e503ff..20956c93d07801fe3772275e08832605a78593ed 100644
--- a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_005/info.json
+++ b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_005/info.json
@@ -1,398 +1,391 @@
-{
-    "name": "Hotel Booking Demand",
-    "source": "https://www.kaggle.com/datasets/jessemostipak/hotel-booking-demand/data",
-    "data_intro": "This dataset contains hotel booking data for a city hotel and a resort hotel, providing details on booking dates, stay duration, guest count, cancellation trends, and pricing. It is useful for demand forecasting, revenue management, and customer behavior analysis.",
-    "is_splited": false,
-    "overall_size": 119390,
-    "train_size": 0,
-    "test_size": 0,
-    "c_classes": 12,
-    "n_classes": 20,
-    "cat_feature_intro": {
-        "hotel": "Type of hotel (City Hotel or Resort Hotel).",
-        "arrival_date_month": "Month of arrival for the booking.",
-        "meal": "Type of meal plan booked (e.g., Breakfast included, Half board, Full board).",
-        "country": "Country of origin of the guest.",
-        "market_segment": "Booking distribution channel (e.g., direct, corporate, travel agent).",
-        "distribution_channel": "Channel through which the booking was made (e.g., online travel agents, direct).",
-        "reserved_room_type": "Type of room reserved by the guest before any changes.",
-        "assigned_room_type": "Final room type assigned to the guest.",
-        "deposit_type": "Indicates if a deposit was made and its type (e.g., No Deposit, Refundable, Non-Refundable).",
-        "customer_type": "Type of customer (e.g., transient, group, contract).",
-        "reservation_status": "Final status of the booking (e.g., Canceled, Checked-out, No-show).",
-        "reservation_status_date": "Date when the reservation status was last updated."
-    },
-    "num_feature_intro": {
-        "is_canceled": "Indicates whether the booking was canceled (1) or not (0).",
-        "lead_time": "Number of days between booking and arrival.",
-        "arrival_date_year": "Year of arrival for the booking.",
-        "arrival_date_week_number": "Week number of the arrival date.",
-        "arrival_date_day_of_month": "Day of the month of arrival.",
-        "stays_in_weekend_nights": "Number of weekend nights (Saturday or Sunday) the guest stayed.",
-        "stays_in_week_nights": "Number of weekday nights (Monday to Friday) the guest stayed.",
-        "adults": "Number of adults included in the booking.",
-        "children": "Number of children included in the booking.",
-        "babies": "Number of babies included in the booking.",
-        "is_repeated_guest": "Indicates whether the guest is a returning customer (1) or not (0).",
-        "previous_cancellations": "Number of times the guest has canceled previous bookings.",
-        "previous_bookings_not_canceled": "Number of previous bookings not canceled by the guest.",
-        "booking_changes": "Number of changes made to the booking.",
-        "agent": "ID of the booking agent (if applicable).",
-        "company": "ID of the company making the booking (if applicable).",
-        "days_in_waiting_list": "Number of days the booking was on the waiting list before confirmation.",
-        "adr": "Average daily rate (price per night per room).",
-        "required_car_parking_spaces": "Number of car parking spaces required by the guest.",
-        "total_of_special_requests": "Number of special requests made by the guest (e.g., high floor, twin beds)."
-    },
-    "evaluation_metric": null,
-    "task_type": "classification",
-    "target": "reservation_status",
-    "num_feature_value": {
-        "adr": [
-            -6.38,
-            5400.0
-        ],
-        "adults": [
-            0.0,
-            55.0
-        ],
-        "agent": [
-            1.0,
-            535.0
-        ],
-        "arrival_date_day_of_month": [
-            1.0,
-            31.0
-        ],
-        "arrival_date_week_number": [
-            1.0,
-            53.0
-        ],
-        "arrival_date_year": [
-            2015.0,
-            2017.0
-        ],
-        "babies": [
-            0.0,
-            10.0
-        ],
-        "booking_changes": [
-            0.0,
-            21.0
-        ],
-        "children": [
-            0.0,
-            10.0
-        ],
-        "company": [
-            6.0,
-            543.0
-        ],
-        "days_in_waiting_list": [
-            0.0,
-            391.0
-        ],
-        "is_canceled": [
-            0.0,
-            1.0
-        ],
-        "is_repeated_guest": [
-            0.0,
-            1.0
-        ],
-        "lead_time": [
-            0.0,
-            737.0
-        ],
-        "previous_bookings_not_canceled": [
-            0.0,
-            72.0
-        ],
-        "previous_cancellations": [
-            0.0,
-            26.0
-        ],
-        "required_car_parking_spaces": [
-            0.0,
-            8.0
-        ],
-        "stays_in_week_nights": [
-            0.0,
-            50.0
-        ],
-        "stays_in_weekend_nights": [
-            0.0,
-            19.0
-        ],
-        "total_of_special_requests": [
-            0.0,
-            5.0
-        ]
-    },
-    "cat_feature_value": {
-        "arrival_date_month": [
-            "April",
-            "August",
-            "December",
-            "February",
-            "January",
-            "July",
-            "June",
-            "March",
-            "May",
-            "November",
-            "October",
-            "September"
-        ],
-        "assigned_room_type": [
-            "A",
-            "B",
-            "C",
-            "D",
-            "E",
-            "F",
-            "G",
-            "H",
-            "I",
-            "K",
-            "L",
-            "P"
-        ],
-        "country": [
-            "ABW",
-            "AGO",
-            "AIA",
-            "ALB",
-            "AND",
-            "ARE",
-            "ARG",
-            "ARM",
-            "ASM",
-            "ATA",
-            "ATF",
-            "AUS",
-            "AUT",
-            "AZE",
-            "BDI",
-            "BEL",
-            "BEN",
-            "BFA",
-            "BGD",
-            "BGR",
-            "BHR",
-            "BHS",
-            "BIH",
-            "BLR",
-            "BOL",
-            "BRA",
-            "BRB",
-            "BWA",
-            "CAF",
-            "CHE",
-            "CHL",
-            "CHN",
-            "CIV",
-            "CMR",
-            "CN",
-            "COL",
-            "COM",
-            "CPV",
-            "CRI",
-            "CUB",
-            "CYM",
-            "CYP",
-            "CZE",
-            "DEU",
-            "DJI",
-            "DMA",
-            "DNK",
-            "DOM",
-            "DZA",
-            "ECU",
-            "EGY",
-            "ESP",
-            "EST",
-            "ETH",
-            "FIN",
-            "FJI",
-            "FRA",
-            "FRO",
-            "GAB",
-            "GBR",
-            "GEO",
-            "GGY",
-            "GHA",
-            "GIB",
-            "GLP",
-            "GNB",
-            "GRC",
-            "GTM",
-            "GUY",
-            "HKG",
-            "HND",
-            "HRV",
-            "HUN",
-            "IDN",
-            "IMN",
-            "IND",
-            "IRL",
-            "IRN",
-            "IRQ",
-            "ISL",
-            "ISR",
-            "ITA",
-            "JAM",
-            "JEY",
-            "JOR",
-            "JPN",
-            "KAZ",
-            "KEN",
-            "KHM",
-            "KIR",
-            "KNA",
-            "KOR",
-            "KWT",
-            "LAO",
-            "LBN",
-            "LBY",
-            "LCA",
-            "LIE",
-            "LKA",
-            "LTU",
-            "LUX",
-            "LVA",
-            "MAC",
-            "MAR",
-            "MCO",
-            "MDG",
-            "MDV",
-            "MEX",
-            "MKD",
-            "MLI",
-            "MLT",
-            "MMR",
-            "MNE",
-            "MOZ",
-            "MRT",
-            "MUS",
-            "MWI",
-            "MYS",
-            "MYT",
-            "NAM",
-            "NCL",
-            "NGA",
-            "NIC",
-            "NLD",
-            "NOR",
-            "NPL",
-            "NZL",
-            "OMN",
-            "PAK",
-            "PAN",
-            "PER",
-            "PHL",
-            "PLW",
-            "POL",
-            "PRI",
-            "PRT",
-            "PRY",
-            "PYF",
-            "QAT",
-            "ROU",
-            "RUS",
-            "RWA",
-            "SAU",
-            "SDN",
-            "SEN",
-            "SGP",
-            "SLE",
-            "SLV",
-            "SMR",
-            "SRB",
-            "STP",
-            "SUR",
-            "SVK",
-            "SVN",
-            "SWE",
-            "SYC",
-            "SYR",
-            "TGO",
-            "THA",
-            "TJK",
-            "TMP",
-            "TUN",
-            "TUR",
-            "TWN",
-            "TZA",
-            "UGA",
-            "UKR",
-            "UMI",
-            "URY",
-            "USA",
-            "UZB",
-            "VEN",
-            "VGB",
-            "VNM",
-            "ZAF",
-            "ZMB",
-            "ZWE"
-        ],
-        "customer_type": [
-            "Contract",
-            "Group",
-            "Transient",
-            "Transient-Party"
-        ],
-        "deposit_type": [
-            "No Deposit",
-            "Non Refund",
-            "Refundable"
-        ],
-        "distribution_channel": [
-            "Corporate",
-            "Direct",
-            "GDS",
-            "TA/TO",
-            "Undefined"
-        ],
-        "hotel": [
-            "City Hotel",
-            "Resort Hotel"
-        ],
-        "market_segment": [
-            "Aviation",
-            "Complementary",
-            "Corporate",
-            "Direct",
-            "Groups",
-            "Offline TA/TO",
-            "Online TA",
-            "Undefined"
-        ],
-        "meal": [
-            "BB",
-            "FB",
-            "HB",
-            "SC",
-            "Undefined"
-        ],
-        "reservation_status": [
-            "Canceled",
-            "Check-Out",
-            "No-Show"
-        ],
-        "reservation_status_date": "string",
-        "reserved_room_type": [
-            "A",
-            "B",
-            "C",
-            "D",
-            "E",
-            "F",
-            "G",
-            "H",
-            "L",
-            "P"
-        ]
-    }
-}
\ No newline at end of file
+{
+  "name": "Hotel Booking Demand",
+  "source": "https://www.kaggle.com/datasets/jessemostipak/hotel-booking-demand/data",
+  "data_intro": "This dataset contains hotel booking data for a city hotel and a resort hotel, providing details on booking dates, stay duration, guest count, cancellation trends, and pricing. It is useful for demand forecasting, revenue management, and customer behavior analysis.",
+  "is_splited": false,
+  "overall_size": 119390,
+  "train_size": 0,
+  "test_size": 0,
+  "c_classes": 11,
+  "n_classes": 19,
+  "cat_feature_intro": {
+    "hotel": "Type of hotel (City Hotel or Resort Hotel).",
+    "arrival_date_month": "Month of arrival for the booking.",
+    "meal": "Type of meal plan booked (e.g., Breakfast included, Half board, Full board).",
+    "country": "Country of origin of the guest.",
+    "market_segment": "Booking distribution channel (e.g., direct, corporate, travel agent).",
+    "distribution_channel": "Channel through which the booking was made (e.g., online travel agents, direct).",
+    "reserved_room_type": "Type of room reserved by the guest before any changes.",
+    "assigned_room_type": "Final room type assigned to the guest.",
+    "deposit_type": "Indicates if a deposit was made and its type (e.g., No Deposit, Refundable, Non-Refundable).",
+    "customer_type": "Type of customer (e.g., transient, group, contract).",
+    "reservation_status": "Final status of the booking (e.g., Canceled, Checked-out, No-show)."
+  },
+  "num_feature_intro": {
+    "lead_time": "Number of days between booking and arrival.",
+    "arrival_date_year": "Year of arrival for the booking.",
+    "arrival_date_week_number": "Week number of the arrival date.",
+    "arrival_date_day_of_month": "Day of the month of arrival.",
+    "stays_in_weekend_nights": "Number of weekend nights (Saturday or Sunday) the guest stayed.",
+    "stays_in_week_nights": "Number of weekday nights (Monday to Friday) the guest stayed.",
+    "adults": "Number of adults included in the booking.",
+    "children": "Number of children included in the booking.",
+    "babies": "Number of babies included in the booking.",
+    "is_repeated_guest": "Indicates whether the guest is a returning customer (1) or not (0).",
+    "previous_cancellations": "Number of times the guest has canceled previous bookings.",
+    "previous_bookings_not_canceled": "Number of previous bookings not canceled by the guest.",
+    "booking_changes": "Number of changes made to the booking.",
+    "agent": "ID of the booking agent (if applicable).",
+    "company": "ID of the company making the booking (if applicable).",
+    "days_in_waiting_list": "Number of days the booking was on the waiting list before confirmation.",
+    "adr": "Average daily rate (price per night per room).",
+    "required_car_parking_spaces": "Number of car parking spaces required by the guest.",
+    "total_of_special_requests": "Number of special requests made by the guest (e.g., high floor, twin beds)."
+  },
+  "evaluation_metric": null,
+  "task_type": "classification",
+  "target": "reservation_status",
+  "num_feature_value": {
+    "adr": [
+      -6.38,
+      5400.0
+    ],
+    "adults": [
+      0.0,
+      55.0
+    ],
+    "agent": [
+      1.0,
+      535.0
+    ],
+    "arrival_date_day_of_month": [
+      1.0,
+      31.0
+    ],
+    "arrival_date_week_number": [
+      1.0,
+      53.0
+    ],
+    "arrival_date_year": [
+      2015.0,
+      2017.0
+    ],
+    "babies": [
+      0.0,
+      10.0
+    ],
+    "booking_changes": [
+      0.0,
+      21.0
+    ],
+    "children": [
+      0.0,
+      10.0
+    ],
+    "company": [
+      6.0,
+      543.0
+    ],
+    "days_in_waiting_list": [
+      0.0,
+      391.0
+    ],
+    "is_repeated_guest": [
+      0.0,
+      1.0
+    ],
+    "lead_time": [
+      0.0,
+      737.0
+    ],
+    "previous_bookings_not_canceled": [
+      0.0,
+      72.0
+    ],
+    "previous_cancellations": [
+      0.0,
+      26.0
+    ],
+    "required_car_parking_spaces": [
+      0.0,
+      8.0
+    ],
+    "stays_in_week_nights": [
+      0.0,
+      50.0
+    ],
+    "stays_in_weekend_nights": [
+      0.0,
+      19.0
+    ],
+    "total_of_special_requests": [
+      0.0,
+      5.0
+    ]
+  },
+  "cat_feature_value": {
+    "arrival_date_month": [
+      "April",
+      "August",
+      "December",
+      "February",
+      "January",
+      "July",
+      "June",
+      "March",
+      "May",
+      "November",
+      "October",
+      "September"
+    ],
+    "assigned_room_type": [
+      "A",
+      "B",
+      "C",
+      "D",
+      "E",
+      "F",
+      "G",
+      "H",
+      "I",
+      "K",
+      "L",
+      "P"
+    ],
+    "country": [
+      "ABW",
+      "AGO",
+      "AIA",
+      "ALB",
+      "AND",
+      "ARE",
+      "ARG",
+      "ARM",
+      "ASM",
+      "ATA",
+      "ATF",
+      "AUS",
+      "AUT",
+      "AZE",
+      "BDI",
+      "BEL",
+      "BEN",
+      "BFA",
+      "BGD",
+      "BGR",
+      "BHR",
+      "BHS",
+      "BIH",
+      "BLR",
+      "BOL",
+      "BRA",
+      "BRB",
+      "BWA",
+      "CAF",
+      "CHE",
+      "CHL",
+      "CHN",
+      "CIV",
+      "CMR",
+      "CN",
+      "COL",
+      "COM",
+      "CPV",
+      "CRI",
+      "CUB",
+      "CYM",
+      "CYP",
+      "CZE",
+      "DEU",
+      "DJI",
+      "DMA",
+      "DNK",
+      "DOM",
+      "DZA",
+      "ECU",
+      "EGY",
+      "ESP",
+      "EST",
+      "ETH",
+      "FIN",
+      "FJI",
+      "FRA",
+      "FRO",
+      "GAB",
+      "GBR",
+      "GEO",
+      "GGY",
+      "GHA",
+      "GIB",
+      "GLP",
+      "GNB",
+      "GRC",
+      "GTM",
+      "GUY",
+      "HKG",
+      "HND",
+      "HRV",
+      "HUN",
+      "IDN",
+      "IMN",
+      "IND",
+      "IRL",
+      "IRN",
+      "IRQ",
+      "ISL",
+      "ISR",
+      "ITA",
+      "JAM",
+      "JEY",
+      "JOR",
+      "JPN",
+      "KAZ",
+      "KEN",
+      "KHM",
+      "KIR",
+      "KNA",
+      "KOR",
+      "KWT",
+      "LAO",
+      "LBN",
+      "LBY",
+      "LCA",
+      "LIE",
+      "LKA",
+      "LTU",
+      "LUX",
+      "LVA",
+      "MAC",
+      "MAR",
+      "MCO",
+      "MDG",
+      "MDV",
+      "MEX",
+      "MKD",
+      "MLI",
+      "MLT",
+      "MMR",
+      "MNE",
+      "MOZ",
+      "MRT",
+      "MUS",
+      "MWI",
+      "MYS",
+      "MYT",
+      "NAM",
+      "NCL",
+      "NGA",
+      "NIC",
+      "NLD",
+      "NOR",
+      "NPL",
+      "NZL",
+      "OMN",
+      "PAK",
+      "PAN",
+      "PER",
+      "PHL",
+      "PLW",
+      "POL",
+      "PRI",
+      "PRT",
+      "PRY",
+      "PYF",
+      "QAT",
+      "ROU",
+      "RUS",
+      "RWA",
+      "SAU",
+      "SDN",
+      "SEN",
+      "SGP",
+      "SLE",
+      "SLV",
+      "SMR",
+      "SRB",
+      "STP",
+      "SUR",
+      "SVK",
+      "SVN",
+      "SWE",
+      "SYC",
+      "SYR",
+      "TGO",
+      "THA",
+      "TJK",
+      "TMP",
+      "TUN",
+      "TUR",
+      "TWN",
+      "TZA",
+      "UGA",
+      "UKR",
+      "UMI",
+      "URY",
+      "USA",
+      "UZB",
+      "VEN",
+      "VGB",
+      "VNM",
+      "ZAF",
+      "ZMB",
+      "ZWE"
+    ],
+    "customer_type": [
+      "Contract",
+      "Group",
+      "Transient",
+      "Transient-Party"
+    ],
+    "deposit_type": [
+      "No Deposit",
+      "Non Refund",
+      "Refundable"
+    ],
+    "distribution_channel": [
+      "Corporate",
+      "Direct",
+      "GDS",
+      "TA/TO",
+      "Undefined"
+    ],
+    "hotel": [
+      "City Hotel",
+      "Resort Hotel"
+    ],
+    "market_segment": [
+      "Aviation",
+      "Complementary",
+      "Corporate",
+      "Direct",
+      "Groups",
+      "Offline TA/TO",
+      "Online TA",
+      "Undefined"
+    ],
+    "meal": [
+      "BB",
+      "FB",
+      "HB",
+      "SC",
+      "Undefined"
+    ],
+    "reservation_status": [
+      "Canceled",
+      "Check-Out",
+      "No-Show"
+    ],
+    "reserved_room_type": [
+      "A",
+      "B",
+      "C",
+      "D",
+      "E",
+      "F",
+      "G",
+      "H",
+      "L",
+      "P"
+    ]
+  }
+}
diff --git a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_005/test_current.csv b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_005/test_current.csv
index b2588234e8edc11b4c9bace82a1af5cce8cd557b..313fd5f6664c874b67b5a5a92f7e543ffc12db62 100644
--- a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_005/test_current.csv
+++ b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_005/test_current.csv
@@ -1,16 +1,16 @@
-hotel,is_canceled,lead_time,arrival_date_year,arrival_date_month,arrival_date_week_number,arrival_date_day_of_month,stays_in_weekend_nights,stays_in_week_nights,adults,children,babies,meal,country,market_segment,distribution_channel,is_repeated_guest,previous_cancellations,previous_bookings_not_canceled,reserved_room_type,assigned_room_type,booking_changes,deposit_type,agent,company,days_in_waiting_list,customer_type,adr,required_car_parking_spaces,total_of_special_requests,reservation_status,reservation_status_date
-City Hotel,1,26,2016,November,45,2,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,1,0,10,A,E,0,No Deposit,,219.0,0,Transient,88.0,0,1,No-Show,2016-11-02
-City Hotel,1,0,2016,May,21,18,0,1,1,0.0,0,BB,PRT,Corporate,Direct,0,0,0,A,E,2,No Deposit,,38.0,0,Transient-Party,163.18,0,0,No-Show,2016-05-18
-Resort Hotel,1,33,2015,November,45,1,1,0,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,1,A,A,0,No Deposit,,94.0,0,Transient,25.0,0,0,No-Show,2015-11-01
-City Hotel,1,5,2015,August,35,26,0,2,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,D,0,No Deposit,,40.0,0,Transient,65.0,0,0,No-Show,2015-08-26
-Resort Hotel,1,0,2016,May,23,30,1,4,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,195.0,0,Transient,57.0,0,0,No-Show,2016-05-30
-City Hotel,1,8,2016,February,8,19,0,1,1,0.0,0,BB,PRT,Corporate,TA/TO,0,0,0,A,A,0,No Deposit,,67.0,0,Transient-Party,81.0,0,0,No-Show,2016-02-19
-Resort Hotel,1,4,2017,April,17,24,1,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,E,0,No Deposit,,515.0,0,Transient,52.5,0,0,No-Show,2017-04-24
-Resort Hotel,1,9,2016,December,52,24,1,1,2,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,D,D,0,No Deposit,,270.0,0,Transient,45.0,0,1,No-Show,2016-12-24
-City Hotel,1,12,2015,September,38,14,1,3,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,40.0,0,Transient,65.0,0,0,No-Show,2015-09-14
-City Hotel,1,12,2016,October,42,12,0,2,1,0.0,0,BB,PRT,Corporate,Corporate,1,0,4,A,A,0,No Deposit,,40.0,0,Transient,65.0,0,1,No-Show,2016-10-12
-City Hotel,1,68,2015,December,49,2,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,40.0,0,Transient,65.0,0,1,No-Show,2015-12-02
-City Hotel,1,0,2016,April,16,12,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,40.0,0,Transient,65.0,0,0,No-Show,2016-04-12
-City Hotel,1,20,2017,June,26,29,0,1,2,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,465.0,0,Transient,95.0,0,2,No-Show,2017-06-29
-Resort Hotel,1,3,2017,January,3,19,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,1,0,2,A,A,0,No Deposit,,470.0,0,Transient,35.0,0,1,No-Show,2017-01-19
-City Hotel,1,1,2015,November,47,19,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,40.0,0,Transient,65.0,0,0,No-Show,2015-11-19
+hotel,lead_time,arrival_date_year,arrival_date_month,arrival_date_week_number,arrival_date_day_of_month,stays_in_weekend_nights,stays_in_week_nights,adults,children,babies,meal,country,market_segment,distribution_channel,is_repeated_guest,previous_cancellations,previous_bookings_not_canceled,reserved_room_type,assigned_room_type,booking_changes,deposit_type,agent,company,days_in_waiting_list,customer_type,adr,required_car_parking_spaces,total_of_special_requests,reservation_status
+City Hotel,26,2016,November,45,2,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,1,0,10,A,E,0,No Deposit,,219.0,0,Transient,88.0,0,1,No-Show
+City Hotel,0,2016,May,21,18,0,1,1,0.0,0,BB,PRT,Corporate,Direct,0,0,0,A,E,2,No Deposit,,38.0,0,Transient-Party,163.18,0,0,No-Show
+Resort Hotel,33,2015,November,45,1,1,0,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,1,A,A,0,No Deposit,,94.0,0,Transient,25.0,0,0,No-Show
+City Hotel,5,2015,August,35,26,0,2,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,D,0,No Deposit,,40.0,0,Transient,65.0,0,0,No-Show
+Resort Hotel,0,2016,May,23,30,1,4,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,195.0,0,Transient,57.0,0,0,No-Show
+City Hotel,8,2016,February,8,19,0,1,1,0.0,0,BB,PRT,Corporate,TA/TO,0,0,0,A,A,0,No Deposit,,67.0,0,Transient-Party,81.0,0,0,No-Show
+Resort Hotel,4,2017,April,17,24,1,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,E,0,No Deposit,,515.0,0,Transient,52.5,0,0,No-Show
+Resort Hotel,9,2016,December,52,24,1,1,2,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,D,D,0,No Deposit,,270.0,0,Transient,45.0,0,1,No-Show
+City Hotel,12,2015,September,38,14,1,3,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,40.0,0,Transient,65.0,0,0,No-Show
+City Hotel,12,2016,October,42,12,0,2,1,0.0,0,BB,PRT,Corporate,Corporate,1,0,4,A,A,0,No Deposit,,40.0,0,Transient,65.0,0,1,No-Show
+City Hotel,68,2015,December,49,2,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,40.0,0,Transient,65.0,0,1,No-Show
+City Hotel,0,2016,April,16,12,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,40.0,0,Transient,65.0,0,0,No-Show
+City Hotel,20,2017,June,26,29,0,1,2,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,465.0,0,Transient,95.0,0,2,No-Show
+Resort Hotel,3,2017,January,3,19,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,1,0,2,A,A,0,No Deposit,,470.0,0,Transient,35.0,0,1,No-Show
+City Hotel,1,2015,November,47,19,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,40.0,0,Transient,65.0,0,0,No-Show
diff --git a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_006/Hotel_booking_demand_B4_006_current.json b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_006/Hotel_booking_demand_B4_006_current.json
index 53e36e377494a67d74c547cc1821d208f745e379..6cbbcaa55a252894238ff020015b5c2d6a1c0017 100644
--- a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_006/Hotel_booking_demand_B4_006_current.json
+++ b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_006/Hotel_booking_demand_B4_006_current.json
@@ -1,7403 +1,7005 @@
 {
-    "id": "006",
-    "task_type": "B4",
-    "subtask_type": "filter",
-    "perspective": "data_holder",
-    "dataset_name": "Hotel booking demand",
-    "table_path": "output/daily/classification/Hotel booking demand_B4/Hotel booking demand_B4_006/test.csv",
-    "query": "Our resort hotel is looking to create a premium package for our most loyal, repeat customers. I've shared our archives with you. Could you please flag all the bookings at the 'Resort Hotel' where the guest was marked as a 'repeated guest' in the NEW batch of data? From this list, I specifically want to isolate those who have a history of actually checking out, so we can reward our reliable regulars.",
-    "meta_info": {
-        "domain": "daily"
+  "id": "006",
+  "task_type": "B4",
+  "subtask_type": "filter",
+  "perspective": "data_holder",
+  "dataset_name": "Hotel booking demand",
+  "table_path": "output/daily/classification/Hotel booking demand_B4/Hotel booking demand_B4_006/test.csv",
+  "query": "Our resort hotel is looking to create a premium package for our most loyal, repeat customers. I've shared our archives with you. Could you please flag all the bookings at the 'Resort Hotel' where the guest was marked as a 'repeated guest' in the NEW batch of data? From this list, I specifically want to isolate those who have a history of actually checking out, so we can reward our reliable regulars.",
+  "meta_info": {
+    "domain": "daily"
+  },
+  "final_decision": {},
+  "what_if": {},
+  "ground_truth": {
+    "extracted_features": [
+      {
+        "scenario_id": "001",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 169,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 31,
+          "arrival_date_day_of_month": 31,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 212.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 3,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "002",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 2,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 10,
+          "arrival_date_day_of_month": 2,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 21.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 55.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "004",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 290,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 25,
+          "arrival_date_day_of_month": 17,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 3.0,
+          "company": null,
+          "days_in_waiting_list": 108,
+          "customer_type": "Transient-Party",
+          "adr": 72.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "007",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 15,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 40,
+          "arrival_date_day_of_month": 26,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 1,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 1,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 164.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "009",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 20,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "February",
+          "arrival_date_week_number": 7,
+          "arrival_date_day_of_month": 8,
+          "stays_in_weekend_nights": 3,
+          "stays_in_week_nights": 5,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "AGO",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 86.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "No-Show"
+        }
+      },
+      {
+        "scenario_id": "011",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 0,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 32,
+          "arrival_date_day_of_month": 6,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 0,
+          "adults": 2,
+          "children": 1.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 170.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "012",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 71,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 25,
+          "arrival_date_day_of_month": 14,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 236.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 120.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "013",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 552,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "January",
+          "arrival_date_week_number": 2,
+          "arrival_date_day_of_month": 12,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 1.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 62.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "014",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 329,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 37,
+          "arrival_date_day_of_month": 11,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 1,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 5.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 90.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "020",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 37,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 11,
+          "arrival_date_day_of_month": 15,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 378.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 110.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "021",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 107,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 24,
+          "arrival_date_day_of_month": 16,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 6,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "PRT",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "C",
+          "assigned_room_type": "C",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": 250.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 185.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "023",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 299,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 33,
+          "arrival_date_day_of_month": 12,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 1,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 1.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 62.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "024",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 213,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 24,
+          "arrival_date_day_of_month": 7,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 19.0,
+          "company": null,
+          "days_in_waiting_list": 62,
+          "customer_type": "Transient",
+          "adr": 130.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "026",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 93,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 32,
+          "arrival_date_day_of_month": 9,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "IRL",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 155.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "029",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 242,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 31,
+          "arrival_date_day_of_month": 29,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 0,
+          "children": 2.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "BEL",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "B",
+          "assigned_room_type": "B",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 14.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 6.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "030",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 155,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 30,
+          "arrival_date_day_of_month": 28,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "AUT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 130.5,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "033",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 227,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 42,
+          "arrival_date_day_of_month": 10,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 2,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Corporate",
+          "distribution_channel": "Corporate",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "E",
+          "assigned_room_type": "E",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": null,
+          "company": 51.0,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 106.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "034",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 117,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 44,
+          "arrival_date_day_of_month": 28,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "FRA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 104.4,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "042",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 49,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 10,
+          "arrival_date_day_of_month": 10,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "USA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 2,
+          "deposit_type": "No Deposit",
+          "agent": 83.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 86.76,
+          "required_car_parking_spaces": 1,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "044",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 184,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 43,
+          "arrival_date_day_of_month": 17,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 128.7,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "049",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 52,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 11,
+          "arrival_date_day_of_month": 13,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "FRA",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "D",
+          "booking_changes": 2,
+          "deposit_type": "No Deposit",
+          "agent": 28.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 75.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "051",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 5,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 44,
+          "arrival_date_day_of_month": 28,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "FRA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "B",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 200.33,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "054",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 257,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 27,
+          "arrival_date_day_of_month": 1,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 6.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 101.5,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "059",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 133,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 16,
+          "arrival_date_day_of_month": 14,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "FRA",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 28.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 80.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "060",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 13,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 13,
+          "arrival_date_day_of_month": 20,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 0,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "BRA",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 220.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 85.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "062",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 127,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 35,
+          "arrival_date_day_of_month": 21,
+          "stays_in_weekend_nights": 3,
+          "stays_in_week_nights": 5,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "ESP",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 14.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 113.55,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "063",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 141,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 34,
+          "arrival_date_day_of_month": 23,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "USA",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 14.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 150.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "064",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 1,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 25,
+          "arrival_date_day_of_month": 14,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 4,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "FRA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 121.5,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "069",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 4,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 25,
+          "arrival_date_day_of_month": 14,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "FRA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 164.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "No-Show"
+        }
+      },
+      {
+        "scenario_id": "071",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 0,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 33,
+          "arrival_date_day_of_month": 14,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 6.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 109.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "076",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 5,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 10,
+          "arrival_date_day_of_month": 2,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "FRA",
+          "market_segment": "Aviation",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 153.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 91.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "077",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 166,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "November",
+          "arrival_date_week_number": 45,
+          "arrival_date_day_of_month": 1,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 236.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 110.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "086",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 15,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 28,
+          "arrival_date_day_of_month": 15,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 1.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "CHN",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 159.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "088",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 96,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 28,
+          "arrival_date_day_of_month": 11,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 17.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 94.5,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "090",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 0,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "January",
+          "arrival_date_week_number": 5,
+          "arrival_date_day_of_month": 31,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 83.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 78.4,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "095",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 1,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 32,
+          "arrival_date_day_of_month": 3,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 5,
+          "adults": 0,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "FRA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "K",
+          "booking_changes": 4,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 0.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "097",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 1,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "February",
+          "arrival_date_week_number": 8,
+          "arrival_date_day_of_month": 23,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 71.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "098",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 346,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 40,
+          "arrival_date_day_of_month": 28,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 1,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 1.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Contract",
+          "adr": 62.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "099",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 70,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "November",
+          "arrival_date_week_number": 48,
+          "arrival_date_day_of_month": 26,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "USA",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 27.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 46.33,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "100",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 228,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 11,
+          "arrival_date_day_of_month": 11,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 250.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 39.1,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "No-Show"
+        }
+      },
+      {
+        "scenario_id": "105",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 74,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 21,
+          "arrival_date_day_of_month": 17,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "BRA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 126.9,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "107",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 17,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "November",
+          "arrival_date_week_number": 45,
+          "arrival_date_day_of_month": 3,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 3,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "GBR",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 7.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 61.52,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "110",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 145,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 28,
+          "arrival_date_day_of_month": 3,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 1,
+          "adults": 3,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "FRA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 131.7,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "112",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 33,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "December",
+          "arrival_date_week_number": 49,
+          "arrival_date_day_of_month": 1,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "DEU",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 7.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 57.6,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 3,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "113",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 0,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "December",
+          "arrival_date_week_number": 53,
+          "arrival_date_day_of_month": 28,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 2.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "FRA",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "F",
+          "assigned_room_type": "F",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 168.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "114",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 290,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 32,
+          "arrival_date_day_of_month": 3,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 1,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 1.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 62.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "118",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 259,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 38,
+          "arrival_date_day_of_month": 17,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Groups",
+          "distribution_channel": "Corporate",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 1,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": null,
+          "company": 223.0,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 33.3,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "119",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 165,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 41,
+          "arrival_date_day_of_month": 2,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "CN",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 96.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 46.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "121",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 17,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "December",
+          "arrival_date_week_number": 53,
+          "arrival_date_day_of_month": 30,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "E",
+          "assigned_room_type": "E",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 120.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "122",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 26,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "February",
+          "arrival_date_week_number": 9,
+          "arrival_date_day_of_month": 27,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 0,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "AUT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 88.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "124",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 91,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 42,
+          "arrival_date_day_of_month": 12,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 113.4,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "125",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 179,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 43,
+          "arrival_date_day_of_month": 21,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "E",
+          "assigned_room_type": "E",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 75.33,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 3,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "126",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 0,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "November",
+          "arrival_date_week_number": 48,
+          "arrival_date_day_of_month": 24,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 1,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 241.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 36.96,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "129",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 26,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "February",
+          "arrival_date_week_number": 7,
+          "arrival_date_day_of_month": 7,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "FRA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 11.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 64.64,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "131",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 1,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "November",
+          "arrival_date_week_number": 49,
+          "arrival_date_day_of_month": 28,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 3,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "BRA",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 14.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 78.53,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "132",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 76,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "November",
+          "arrival_date_week_number": 47,
+          "arrival_date_day_of_month": 17,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 1.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "D",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": 14.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 92.2,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "133",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 36,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "February",
+          "arrival_date_week_number": 9,
+          "arrival_date_day_of_month": 27,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 1.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "ESP",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 107.3,
+          "required_car_parking_spaces": 1,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "138",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 7,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "December",
+          "arrival_date_week_number": 50,
+          "arrival_date_day_of_month": 4,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "DEU",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 88.4,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "139",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 49,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 29,
+          "arrival_date_day_of_month": 11,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 0,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "CHN",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 93.15,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "140",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 163,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 35,
+          "arrival_date_day_of_month": 23,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 5,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "FRA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 84.15,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "144",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 42,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 36,
+          "arrival_date_day_of_month": 29,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 3,
+          "adults": 3,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "ESP",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 144.23,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "145",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 159,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 15,
+          "arrival_date_day_of_month": 9,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "FRA",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 3.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 70.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "146",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 98,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "November",
+          "arrival_date_week_number": 48,
+          "arrival_date_day_of_month": 23,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 3,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "NOR",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "D",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": 37.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 70.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "148",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 60,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 44,
+          "arrival_date_day_of_month": 27,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "CN",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 80.1,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "149",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 128,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 26,
+          "arrival_date_day_of_month": 22,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 5,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 121.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "150",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 154,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 38,
+          "arrival_date_day_of_month": 12,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 4,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "DEU",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 168.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 80.75,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "152",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 130,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 16,
+          "arrival_date_day_of_month": 13,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 4,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 1,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 29.0,
+          "company": null,
+          "days_in_waiting_list": 10,
+          "customer_type": "Transient",
+          "adr": 100.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "153",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 164,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 20,
+          "arrival_date_day_of_month": 15,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 2,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 160.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "154",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 91,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 12,
+          "arrival_date_day_of_month": 18,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 29.0,
+          "company": null,
+          "days_in_waiting_list": 20,
+          "customer_type": "Transient",
+          "adr": 75.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "156",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 1,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 20,
+          "arrival_date_day_of_month": 17,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "ESP",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "C",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 160.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "160",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 16,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 39,
+          "arrival_date_day_of_month": 25,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "ITA",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "B",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": 1.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 170.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "164",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 7,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "December",
+          "arrival_date_week_number": 50,
+          "arrival_date_day_of_month": 8,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 4,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Corporate",
+          "distribution_channel": "Corporate",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": 40.0,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 65.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "169",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 75,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 12,
+          "arrival_date_day_of_month": 17,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 6.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 80.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "172",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 112,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 17,
+          "arrival_date_day_of_month": 27,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "DEU",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "E",
+          "assigned_room_type": "E",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 153.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "173",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 53,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "February",
+          "arrival_date_week_number": 9,
+          "arrival_date_day_of_month": 26,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 7,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 48.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "175",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 59,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 29,
+          "arrival_date_day_of_month": 17,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "DEU",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 130.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "177",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 216,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 43,
+          "arrival_date_day_of_month": 19,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 1.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 12.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "181",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 103,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 18,
+          "arrival_date_day_of_month": 29,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "BEL",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 14.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 108.9,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "182",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 305,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 21,
+          "arrival_date_day_of_month": 25,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 3,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "CN",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 142.2,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "186",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 111,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 28,
+          "arrival_date_day_of_month": 15,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 1,
+          "adults": 3,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "CHE",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 177.33,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "No-Show"
+        }
+      },
+      {
+        "scenario_id": "188",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 105,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "December",
+          "arrival_date_week_number": 50,
+          "arrival_date_day_of_month": 8,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "C",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 37.8,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 3,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "190",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 75,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 14,
+          "arrival_date_day_of_month": 5,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 4,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 132.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 85.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "193",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 159,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 21,
+          "arrival_date_day_of_month": 22,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 2,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "CYP",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 2,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 126.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "194",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 322,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 21,
+          "arrival_date_day_of_month": 19,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 31.0,
+          "company": null,
+          "days_in_waiting_list": 120,
+          "customer_type": "Transient",
+          "adr": 80.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "195",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 163,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 28,
+          "arrival_date_day_of_month": 13,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "FRA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 116.1,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "196",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 94,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "November",
+          "arrival_date_week_number": 45,
+          "arrival_date_day_of_month": 4,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "FRA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 90.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "197",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 5,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 34,
+          "arrival_date_day_of_month": 17,
+          "stays_in_weekend_nights": 3,
+          "stays_in_week_nights": 10,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "FRA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Contract",
+          "adr": 92.31,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "204",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 24,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 38,
+          "arrival_date_day_of_month": 16,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 14.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 149.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "205",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 163,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 27,
+          "arrival_date_day_of_month": 3,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 5,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "ESP",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 116.1,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "208",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 2,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "February",
+          "arrival_date_week_number": 5,
+          "arrival_date_day_of_month": 3,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 80.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "211",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 19,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 41,
+          "arrival_date_day_of_month": 6,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 1,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 82.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 80.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "212",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 184,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 18,
+          "arrival_date_day_of_month": 1,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "RUS",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 99.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "213",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 51,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 12,
+          "arrival_date_day_of_month": 17,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "CHN",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 66.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 30.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "216",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 3,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 20,
+          "arrival_date_day_of_month": 13,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Corporate",
+          "distribution_channel": "Corporate",
+          "is_repeated_guest": 1,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 14,
+          "reserved_room_type": "E",
+          "assigned_room_type": "E",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": null,
+          "company": 51.0,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 106.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "224",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 192,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 26,
+          "arrival_date_day_of_month": 24,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "SRB",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "B",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 34.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 95.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "229",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 214,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 33,
+          "arrival_date_day_of_month": 7,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 2.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "NLD",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "F",
+          "assigned_room_type": "F",
+          "booking_changes": 2,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 158.95,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "232",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 22,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "November",
+          "arrival_date_week_number": 45,
+          "arrival_date_day_of_month": 6,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "DEU",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 27.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 43.5,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "239",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 196,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 35,
+          "arrival_date_day_of_month": 22,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 5,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "FRA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 99.45,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "240",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 292,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 32,
+          "arrival_date_day_of_month": 5,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 1,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 1.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 62.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "242",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 79,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 23,
+          "arrival_date_day_of_month": 30,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "ESP",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 99.5,
+          "required_car_parking_spaces": 1,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "248",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 11,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "December",
+          "arrival_date_week_number": 50,
+          "arrival_date_day_of_month": 11,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Complementary",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "B",
+          "assigned_room_type": "B",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 0.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "251",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 7,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 13,
+          "arrival_date_day_of_month": 28,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "ESP",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 441.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 103.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "252",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 40,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 22,
+          "arrival_date_day_of_month": 30,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 130.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "254",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 98,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "November",
+          "arrival_date_week_number": 48,
+          "arrival_date_day_of_month": 23,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 2,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "MYS",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 37.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 70.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "255",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 73,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 37,
+          "arrival_date_day_of_month": 6,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 3,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "CHE",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 168.3,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "256",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 38,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 24,
+          "arrival_date_day_of_month": 15,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "POL",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 2,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 120.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "257",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 337,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 24,
+          "arrival_date_day_of_month": 9,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 1.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 62.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "260",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 212,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "February",
+          "arrival_date_week_number": 8,
+          "arrival_date_day_of_month": 22,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 4,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "BRA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 85.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "262",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 5,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 38,
+          "arrival_date_day_of_month": 19,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "E",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Contract",
+          "adr": 133.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "265",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 25,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 43,
+          "arrival_date_day_of_month": 16,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "FRA",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 28.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 85.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "267",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 28,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 35,
+          "arrival_date_day_of_month": 24,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "CHN",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 149.4,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "No-Show"
+        }
+      },
+      {
+        "scenario_id": "268",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 86,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 39,
+          "arrival_date_day_of_month": 24,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "FRA",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "D",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": 12.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 87.5,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "270",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 12,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 31,
+          "arrival_date_day_of_month": 1,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 109.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "272",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 475,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 44,
+          "arrival_date_day_of_month": 27,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 1.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 62.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "275",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 16,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 30,
+          "arrival_date_day_of_month": 19,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 3,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "FRA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 162.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "277",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 216,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 33,
+          "arrival_date_day_of_month": 16,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 4,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "FRA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 124.65,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "278",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 279,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 30,
+          "arrival_date_day_of_month": 23,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 1,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 1.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Contract",
+          "adr": 62.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "281",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 101,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 21,
+          "arrival_date_day_of_month": 17,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "BEL",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "C",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 173.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 80.75,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "285",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 8,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 15,
+          "arrival_date_day_of_month": 8,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "FRA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 95.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "290",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 37,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 27,
+          "arrival_date_day_of_month": 26,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "FRA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 2,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 156.6,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "291",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 327,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 37,
+          "arrival_date_day_of_month": 9,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 4,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": 21.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 76.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "295",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 23,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 23,
+          "arrival_date_day_of_month": 7,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "ESP",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 52.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 166.5,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "299",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 288,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 19,
+          "arrival_date_day_of_month": 5,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 1.0,
+          "company": null,
+          "days_in_waiting_list": 236,
+          "customer_type": "Transient-Party",
+          "adr": 65.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "304",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 159,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 29,
+          "arrival_date_day_of_month": 21,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 3,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "BEL",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 163.8,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "307",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 23,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "February",
+          "arrival_date_week_number": 8,
+          "arrival_date_day_of_month": 21,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 0,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "K",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": 14.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 0.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "310",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 29,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "February",
+          "arrival_date_week_number": 7,
+          "arrival_date_day_of_month": 12,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 78.5,
+          "required_car_parking_spaces": 1,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "315",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 135,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 22,
+          "arrival_date_day_of_month": 28,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 1.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 96.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "316",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 82,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 27,
+          "arrival_date_day_of_month": 1,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 4,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "BEL",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 114.3,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "318",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 261,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 42,
+          "arrival_date_day_of_month": 16,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 1,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 6.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 120.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "321",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 27,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 35,
+          "arrival_date_day_of_month": 28,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 4,
+          "adults": 2,
+          "children": 2.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "ESP",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "G",
+          "assigned_room_type": "G",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 250.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 341.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "325",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 62,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 15,
+          "arrival_date_day_of_month": 13,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 2.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "ESP",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "C",
+          "assigned_room_type": "C",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 116.75,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "326",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 56,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 12,
+          "arrival_date_day_of_month": 21,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 86.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 85.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "331",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 26,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 15,
+          "arrival_date_day_of_month": 10,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "NLD",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 113.25,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "332",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 147,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 28,
+          "arrival_date_day_of_month": 7,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 3,
+          "adults": 3,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "BRA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 138.55,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "No-Show"
+        }
+      },
+      {
+        "scenario_id": "333",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 5,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "November",
+          "arrival_date_week_number": 47,
+          "arrival_date_day_of_month": 15,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Corporate",
+          "distribution_channel": "Corporate",
+          "is_repeated_guest": 1,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 11,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": 40.0,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 65.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "337",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 57,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 14,
+          "arrival_date_day_of_month": 5,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Direct",
+          "distribution_channel": "Corporate",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "E",
+          "booking_changes": 4,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 76.67,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "338",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 98,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "November",
+          "arrival_date_week_number": 48,
+          "arrival_date_day_of_month": 23,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 2,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "FB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 37.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 84.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "339",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 19,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 16,
+          "arrival_date_day_of_month": 19,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 95.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "342",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 79,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 15,
+          "arrival_date_day_of_month": 9,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "IRL",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 99.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "343",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 296,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 19,
+          "arrival_date_day_of_month": 10,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 67.5,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "346",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 55,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "December",
+          "arrival_date_week_number": 53,
+          "arrival_date_day_of_month": 31,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "FRA",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 104.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 62.67,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "349",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 80,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 27,
+          "arrival_date_day_of_month": 7,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 2,
+          "adults": 3,
+          "children": 2.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "ESP",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "G",
+          "assigned_room_type": "G",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 14.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 297.25,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "352",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 176,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 28,
+          "arrival_date_day_of_month": 8,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "BEL",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 14.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 85.5,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "354",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 109,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 10,
+          "arrival_date_day_of_month": 7,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "GBR",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 79.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 63.36,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "355",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 68,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 10,
+          "arrival_date_day_of_month": 7,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 5,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 22.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 68.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "363",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 35,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 27,
+          "arrival_date_day_of_month": 26,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "BEL",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 110.7,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "368",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 173,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 24,
+          "arrival_date_day_of_month": 17,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 1.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "F",
+          "assigned_room_type": "F",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 83.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 168.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "369",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 321,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 36,
+          "arrival_date_day_of_month": 3,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 1,
+          "previous_cancellations": 2,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 1.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 62.8,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "376",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 26,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "December",
+          "arrival_date_week_number": 51,
+          "arrival_date_day_of_month": 16,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "FRA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 104.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "377",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 11,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 34,
+          "arrival_date_day_of_month": 18,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "FRA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Contract",
+          "adr": 95.33,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "378",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 46,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "December",
+          "arrival_date_week_number": 52,
+          "arrival_date_day_of_month": 23,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "FRA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 87.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "381",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 47,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 12,
+          "arrival_date_day_of_month": 16,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "FRA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 76.5,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "382",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 50,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "November",
+          "arrival_date_week_number": 47,
+          "arrival_date_day_of_month": 13,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "BEL",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 114.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "384",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 20,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 30,
+          "arrival_date_day_of_month": 25,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 8.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 160.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "No-Show"
+        }
+      },
+      {
+        "scenario_id": "387",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 32,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 21,
+          "arrival_date_day_of_month": 21,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 14.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 129.2,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "391",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 243,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 36,
+          "arrival_date_day_of_month": 1,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "AUT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 7.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 65.29,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "399",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 61,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 10,
+          "arrival_date_day_of_month": 10,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 5,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "DZA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 2,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 74.8,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "401",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 4,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "November",
+          "arrival_date_week_number": 48,
+          "arrival_date_day_of_month": 27,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "ESP",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 1.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 62.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "406",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 0,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 32,
+          "arrival_date_day_of_month": 2,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "FRA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 152.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 73.81,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "408",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 323,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 36,
+          "arrival_date_day_of_month": 5,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 1,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 1.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 62.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "409",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 123,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 34,
+          "arrival_date_day_of_month": 26,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 3,
+          "adults": 3,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "FRA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 252.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "410",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 307,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 34,
+          "arrival_date_day_of_month": 20,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 1,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 1.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Contract",
+          "adr": 62.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "411",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 283,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 31,
+          "arrival_date_day_of_month": 27,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 1,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 1.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 62.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "414",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 44,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 44,
+          "arrival_date_day_of_month": 31,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 1.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "ROU",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Contract",
+          "adr": 113.8,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 3,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "416",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 273,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 29,
+          "arrival_date_day_of_month": 17,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 6.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 109.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "417",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 152,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 19,
+          "arrival_date_day_of_month": 12,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "ITA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 144.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "419",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 101,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 22,
+          "arrival_date_day_of_month": 25,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 4,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "AUT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 132.6,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "423",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 6,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 20,
+          "arrival_date_day_of_month": 14,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "BRA",
+          "market_segment": "Groups",
+          "distribution_channel": "Corporate",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": 169.0,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 110.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "424",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 112,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 39,
+          "arrival_date_day_of_month": 23,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "DEU",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 134.1,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "431",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 91,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 15,
+          "arrival_date_day_of_month": 12,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "ARG",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 105.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "433",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 1,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 41,
+          "arrival_date_day_of_month": 6,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "USA",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "E",
+          "assigned_room_type": "A",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": 14.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 146.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "437",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 48,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 18,
+          "arrival_date_day_of_month": 4,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "FRA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 7.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 115.6,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "440",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 95,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 17,
+          "arrival_date_day_of_month": 20,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "AUT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "B",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 35.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 74.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "441",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 253,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 37,
+          "arrival_date_day_of_month": 12,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 5,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 1,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 96.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 58.95,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "442",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 162,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 42,
+          "arrival_date_day_of_month": 14,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 2,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 34.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 115.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "443",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 163,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 44,
+          "arrival_date_day_of_month": 23,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 3,
+          "adults": 1,
+          "children": 1.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "NLD",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 7.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 74.65,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "445",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 336,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 39,
+          "arrival_date_day_of_month": 21,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 6,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "DEU",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": 21.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 84.13,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "447",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 101,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 15,
+          "arrival_date_day_of_month": 9,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 1.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 136.8,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 4,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "450",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 120,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "January",
+          "arrival_date_week_number": 4,
+          "arrival_date_day_of_month": 25,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 4,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 74.8,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "453",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 138,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 34,
+          "arrival_date_day_of_month": 22,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "ITA",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": 17.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 72.5,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "458",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 2,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 25,
+          "arrival_date_day_of_month": 16,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 1.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "ITA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "E",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 168.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "461",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 356,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 41,
+          "arrival_date_day_of_month": 8,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 1,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 1.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Contract",
+          "adr": 62.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "465",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 43,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 19,
+          "arrival_date_day_of_month": 8,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "CN",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 7.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 119.2,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "466",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 207,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 31,
+          "arrival_date_day_of_month": 1,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 4,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "ITA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 130.5,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "467",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 1,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 10,
+          "arrival_date_day_of_month": 4,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 2,
+          "adults": 3,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 137.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "470",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 182,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 31,
+          "arrival_date_day_of_month": 26,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 4,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "FRA",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 14.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 85.25,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "472",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 282,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 41,
+          "arrival_date_day_of_month": 10,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "SWE",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 21.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 76.67,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "473",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 52,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 11,
+          "arrival_date_day_of_month": 13,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 56.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 80.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "477",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 135,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 13,
+          "arrival_date_day_of_month": 31,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "BRA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 7.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 86.49,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "479",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 113,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "February",
+          "arrival_date_week_number": 9,
+          "arrival_date_day_of_month": 25,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 1,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 19.0,
+          "company": null,
+          "days_in_waiting_list": 44,
+          "customer_type": "Transient",
+          "adr": 75.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "480",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 33,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 43,
+          "arrival_date_day_of_month": 21,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "B",
+          "assigned_room_type": "B",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 83.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 83.16,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "481",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 46,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 34,
+          "arrival_date_day_of_month": 14,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "FRA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 135.9,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "482",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 158,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 25,
+          "arrival_date_day_of_month": 23,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 2.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "SVK",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "F",
+          "assigned_room_type": "F",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 198.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "489",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 123,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 14,
+          "arrival_date_day_of_month": 28,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 3,
+          "adults": 3,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "DEU",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "B",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 93.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 3,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "491",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 74,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "February",
+          "arrival_date_week_number": 9,
+          "arrival_date_day_of_month": 26,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "Undefined",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 68.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 70.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "492",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 95,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 18,
+          "arrival_date_day_of_month": 27,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 4,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 7.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 82.07,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "No-Show"
+        }
+      },
+      {
+        "scenario_id": "495",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 32,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "November",
+          "arrival_date_week_number": 47,
+          "arrival_date_day_of_month": 15,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "DEU",
+          "market_segment": "Complementary",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "E",
+          "assigned_room_type": "E",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 75.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "496",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 5,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "January",
+          "arrival_date_week_number": 3,
+          "arrival_date_day_of_month": 17,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "ESP",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 14.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 99.67,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "498",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 188,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 40,
+          "arrival_date_day_of_month": 28,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 4,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 2,
+          "deposit_type": "No Deposit",
+          "agent": 8.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 134.4,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      }
+    ],
+    "target_column": "reservation_status",
+    "task_sub_type": "classification",
+    "ranking_ground_truth": {
+      "top_k_ids": [
+        "126"
+      ]
     },
-    "final_decision": {},
-    "what_if": {},
-    "ground_truth": {
-        "extracted_features": [
-            {
-                "scenario_id": "001",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 169,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 31,
-                    "arrival_date_day_of_month": 31,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 212.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 3,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-08-04"
-                }
-            },
-            {
-                "scenario_id": "002",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 2,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 10,
-                    "arrival_date_day_of_month": 2,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 21.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 55.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-03-03"
-                }
-            },
-            {
-                "scenario_id": "004",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 290,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 25,
-                    "arrival_date_day_of_month": 17,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 3.0,
-                    "company": null,
-                    "days_in_waiting_list": 108,
-                    "customer_type": "Transient-Party",
-                    "adr": 72.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-06-15"
-                }
-            },
-            {
-                "scenario_id": "007",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 15,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 40,
-                    "arrival_date_day_of_month": 26,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 1,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 1,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 164.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-09-29"
-                }
-            },
-            {
-                "scenario_id": "009",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 20,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "February",
-                    "arrival_date_week_number": 7,
-                    "arrival_date_day_of_month": 8,
-                    "stays_in_weekend_nights": 3,
-                    "stays_in_week_nights": 5,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "AGO",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 86.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "No-Show",
-                    "reservation_status_date": "2016-02-08"
-                }
-            },
-            {
-                "scenario_id": "011",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 0,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 32,
-                    "arrival_date_day_of_month": 6,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 0,
-                    "adults": 2,
-                    "children": 1.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 170.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-08-07"
-                }
-            },
-            {
-                "scenario_id": "012",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 71,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 25,
-                    "arrival_date_day_of_month": 14,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 236.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 120.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-04-27"
-                }
-            },
-            {
-                "scenario_id": "013",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 552,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "January",
-                    "arrival_date_week_number": 2,
-                    "arrival_date_day_of_month": 12,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 1.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 62.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-10-21"
-                }
-            },
-            {
-                "scenario_id": "014",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 329,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 37,
-                    "arrival_date_day_of_month": 11,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 1,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 5.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 90.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-02-20"
-                }
-            },
-            {
-                "scenario_id": "020",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 37,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 11,
-                    "arrival_date_day_of_month": 15,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 378.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 110.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-02-06"
-                }
-            },
-            {
-                "scenario_id": "021",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 107,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 24,
-                    "arrival_date_day_of_month": 16,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 6,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "PRT",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "C",
-                    "assigned_room_type": "C",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": 250.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 185.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-03-03"
-                }
-            },
-            {
-                "scenario_id": "023",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 299,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 33,
-                    "arrival_date_day_of_month": 12,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 1,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 1.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 62.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-07-02"
-                }
-            },
-            {
-                "scenario_id": "024",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 213,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 24,
-                    "arrival_date_day_of_month": 7,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 19.0,
-                    "company": null,
-                    "days_in_waiting_list": 62,
-                    "customer_type": "Transient",
-                    "adr": 130.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-01-08"
-                }
-            },
-            {
-                "scenario_id": "026",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 93,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 32,
-                    "arrival_date_day_of_month": 9,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "IRL",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 155.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-08-12"
-                }
-            },
-            {
-                "scenario_id": "029",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 242,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 31,
-                    "arrival_date_day_of_month": 29,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 0,
-                    "children": 2.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "BEL",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "B",
-                    "assigned_room_type": "B",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 14.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 6.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-07-31"
-                }
-            },
-            {
-                "scenario_id": "030",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 155,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 30,
-                    "arrival_date_day_of_month": 28,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "AUT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 130.5,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-08-02"
-                }
-            },
-            {
-                "scenario_id": "033",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 227,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 42,
-                    "arrival_date_day_of_month": 10,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 2,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Corporate",
-                    "distribution_channel": "Corporate",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "E",
-                    "assigned_room_type": "E",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": null,
-                    "company": 51.0,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 106.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-08-29"
-                }
-            },
-            {
-                "scenario_id": "034",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 117,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 44,
-                    "arrival_date_day_of_month": 28,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "FRA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 104.4,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-11-01"
-                }
-            },
-            {
-                "scenario_id": "042",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 49,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 10,
-                    "arrival_date_day_of_month": 10,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "USA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 2,
-                    "deposit_type": "No Deposit",
-                    "agent": 83.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 86.76,
-                    "required_car_parking_spaces": 1,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-03-13"
-                }
-            },
-            {
-                "scenario_id": "044",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 184,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 43,
-                    "arrival_date_day_of_month": 17,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 128.7,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-10-21"
-                }
-            },
-            {
-                "scenario_id": "049",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 52,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 11,
-                    "arrival_date_day_of_month": 13,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "FRA",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "D",
-                    "booking_changes": 2,
-                    "deposit_type": "No Deposit",
-                    "agent": 28.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 75.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-03-17"
-                }
-            },
-            {
-                "scenario_id": "051",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 5,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 44,
-                    "arrival_date_day_of_month": 28,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "FRA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "B",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 200.33,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-10-31"
-                }
-            },
-            {
-                "scenario_id": "054",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 257,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 27,
-                    "arrival_date_day_of_month": 1,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 6.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 101.5,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-07-03"
-                }
-            },
-            {
-                "scenario_id": "059",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 133,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 16,
-                    "arrival_date_day_of_month": 14,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "FRA",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 28.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 80.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-04-17"
-                }
-            },
-            {
-                "scenario_id": "060",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 13,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 13,
-                    "arrival_date_day_of_month": 20,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 0,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "BRA",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 220.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 85.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-03-21"
-                }
-            },
-            {
-                "scenario_id": "062",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 127,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 35,
-                    "arrival_date_day_of_month": 21,
-                    "stays_in_weekend_nights": 3,
-                    "stays_in_week_nights": 5,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "ESP",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 14.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 113.55,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-04-23"
-                }
-            },
-            {
-                "scenario_id": "063",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 141,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 34,
-                    "arrival_date_day_of_month": 23,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "USA",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 14.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 150.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-08-25"
-                }
-            },
-            {
-                "scenario_id": "064",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 1,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 25,
-                    "arrival_date_day_of_month": 14,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 4,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "FRA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 121.5,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-06-18"
-                }
-            },
-            {
-                "scenario_id": "069",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 4,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 25,
-                    "arrival_date_day_of_month": 14,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "FRA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 164.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "No-Show",
-                    "reservation_status_date": "2016-06-14"
-                }
-            },
-            {
-                "scenario_id": "071",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 0,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 33,
-                    "arrival_date_day_of_month": 14,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 6.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 109.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-08-14"
-                }
-            },
-            {
-                "scenario_id": "076",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 5,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 10,
-                    "arrival_date_day_of_month": 2,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "FRA",
-                    "market_segment": "Aviation",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 153.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 91.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-03-03"
-                }
-            },
-            {
-                "scenario_id": "077",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 166,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "November",
-                    "arrival_date_week_number": 45,
-                    "arrival_date_day_of_month": 1,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 236.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 110.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-07-13"
-                }
-            },
-            {
-                "scenario_id": "086",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 15,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 28,
-                    "arrival_date_day_of_month": 15,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 1.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "CHN",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 159.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-07-17"
-                }
-            },
-            {
-                "scenario_id": "088",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 96,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 28,
-                    "arrival_date_day_of_month": 11,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 17.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 94.5,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-07-14"
-                }
-            },
-            {
-                "scenario_id": "090",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 0,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "January",
-                    "arrival_date_week_number": 5,
-                    "arrival_date_day_of_month": 31,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 83.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 78.4,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-02-01"
-                }
-            },
-            {
-                "scenario_id": "095",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 1,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 32,
-                    "arrival_date_day_of_month": 3,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 5,
-                    "adults": 0,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "FRA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "K",
-                    "booking_changes": 4,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 0.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-08-10"
-                }
-            },
-            {
-                "scenario_id": "097",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 1,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "February",
-                    "arrival_date_week_number": 8,
-                    "arrival_date_day_of_month": 23,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 71.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-02-25"
-                }
-            },
-            {
-                "scenario_id": "098",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 346,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 40,
-                    "arrival_date_day_of_month": 28,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 1,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 1.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Contract",
-                    "adr": 62.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-01-01"
-                }
-            },
-            {
-                "scenario_id": "099",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 70,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "November",
-                    "arrival_date_week_number": 48,
-                    "arrival_date_day_of_month": 26,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "USA",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 27.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 46.33,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-11-29"
-                }
-            },
-            {
-                "scenario_id": "100",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 228,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 11,
-                    "arrival_date_day_of_month": 11,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 250.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 39.1,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "No-Show",
-                    "reservation_status_date": "2016-03-11"
-                }
-            },
-            {
-                "scenario_id": "105",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 74,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 21,
-                    "arrival_date_day_of_month": 17,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "BRA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 126.9,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-03-04"
-                }
-            },
-            {
-                "scenario_id": "107",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 17,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "November",
-                    "arrival_date_week_number": 45,
-                    "arrival_date_day_of_month": 3,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 3,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "GBR",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 7.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 61.52,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-11-07"
-                }
-            },
-            {
-                "scenario_id": "110",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 145,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 28,
-                    "arrival_date_day_of_month": 3,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 1,
-                    "adults": 3,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "FRA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 131.7,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-07-06"
-                }
-            },
-            {
-                "scenario_id": "112",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 33,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "December",
-                    "arrival_date_week_number": 49,
-                    "arrival_date_day_of_month": 1,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "DEU",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 7.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 57.6,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 3,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-12-05"
-                }
-            },
-            {
-                "scenario_id": "113",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 0,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "December",
-                    "arrival_date_week_number": 53,
-                    "arrival_date_day_of_month": 28,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 2.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "FRA",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "F",
-                    "assigned_room_type": "F",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 168.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-12-29"
-                }
-            },
-            {
-                "scenario_id": "114",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 290,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 32,
-                    "arrival_date_day_of_month": 3,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 1,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 1.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 62.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-07-06"
-                }
-            },
-            {
-                "scenario_id": "118",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 259,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 38,
-                    "arrival_date_day_of_month": 17,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Groups",
-                    "distribution_channel": "Corporate",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 1,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": null,
-                    "company": 223.0,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 33.3,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-01-21"
-                }
-            },
-            {
-                "scenario_id": "119",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 165,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 41,
-                    "arrival_date_day_of_month": 2,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "CN",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 96.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 46.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-10-06"
-                }
-            },
-            {
-                "scenario_id": "121",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 17,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "December",
-                    "arrival_date_week_number": 53,
-                    "arrival_date_day_of_month": 30,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "E",
-                    "assigned_room_type": "E",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 120.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-12-15"
-                }
-            },
-            {
-                "scenario_id": "122",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 26,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "February",
-                    "arrival_date_week_number": 9,
-                    "arrival_date_day_of_month": 27,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 0,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "AUT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 88.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-02-28"
-                }
-            },
-            {
-                "scenario_id": "124",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 91,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 42,
-                    "arrival_date_day_of_month": 12,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 113.4,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-10-14"
-                }
-            },
-            {
-                "scenario_id": "125",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 179,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 43,
-                    "arrival_date_day_of_month": 21,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "E",
-                    "assigned_room_type": "E",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 75.33,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 3,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-10-05"
-                }
-            },
-            {
-                "scenario_id": "126",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 0,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "November",
-                    "arrival_date_week_number": 48,
-                    "arrival_date_day_of_month": 24,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 1,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 241.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 36.96,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-11-25"
-                }
-            },
-            {
-                "scenario_id": "129",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 26,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "February",
-                    "arrival_date_week_number": 7,
-                    "arrival_date_day_of_month": 7,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "FRA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 11.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 64.64,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-02-11"
-                }
-            },
-            {
-                "scenario_id": "131",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 1,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "November",
-                    "arrival_date_week_number": 49,
-                    "arrival_date_day_of_month": 28,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 3,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "BRA",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 14.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 78.53,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-11-27"
-                }
-            },
-            {
-                "scenario_id": "132",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 76,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "November",
-                    "arrival_date_week_number": 47,
-                    "arrival_date_day_of_month": 17,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 1.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "D",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": 14.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 92.2,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-11-20"
-                }
-            },
-            {
-                "scenario_id": "133",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 36,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "February",
-                    "arrival_date_week_number": 9,
-                    "arrival_date_day_of_month": 27,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 1.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "ESP",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 107.3,
-                    "required_car_parking_spaces": 1,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-02-29"
-                }
-            },
-            {
-                "scenario_id": "138",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 7,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "December",
-                    "arrival_date_week_number": 50,
-                    "arrival_date_day_of_month": 4,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "DEU",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 88.4,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-12-09"
-                }
-            },
-            {
-                "scenario_id": "139",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 49,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 29,
-                    "arrival_date_day_of_month": 11,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 0,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "CHN",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 93.15,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-06-20"
-                }
-            },
-            {
-                "scenario_id": "140",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 163,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 35,
-                    "arrival_date_day_of_month": 23,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 5,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "FRA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 84.15,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-03-24"
-                }
-            },
-            {
-                "scenario_id": "144",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 42,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 36,
-                    "arrival_date_day_of_month": 29,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 3,
-                    "adults": 3,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "ESP",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 144.23,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-07-19"
-                }
-            },
-            {
-                "scenario_id": "145",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 159,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 15,
-                    "arrival_date_day_of_month": 9,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "FRA",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 3.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 70.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-04-11"
-                }
-            },
-            {
-                "scenario_id": "146",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 98,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "November",
-                    "arrival_date_week_number": 48,
-                    "arrival_date_day_of_month": 23,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 3,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "NOR",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "D",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": 37.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 70.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-11-27"
-                }
-            },
-            {
-                "scenario_id": "148",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 60,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 44,
-                    "arrival_date_day_of_month": 27,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "CN",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 80.1,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-08-29"
-                }
-            },
-            {
-                "scenario_id": "149",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 128,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 26,
-                    "arrival_date_day_of_month": 22,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 5,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 121.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-02-15"
-                }
-            },
-            {
-                "scenario_id": "150",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 154,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 38,
-                    "arrival_date_day_of_month": 12,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 4,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "DEU",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 168.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 80.75,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-09-17"
-                }
-            },
-            {
-                "scenario_id": "152",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 130,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 16,
-                    "arrival_date_day_of_month": 13,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 4,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 1,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 29.0,
-                    "company": null,
-                    "days_in_waiting_list": 10,
-                    "customer_type": "Transient",
-                    "adr": 100.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-12-15"
-                }
-            },
-            {
-                "scenario_id": "153",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 164,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 20,
-                    "arrival_date_day_of_month": 15,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 2,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 160.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-01-31"
-                }
-            },
-            {
-                "scenario_id": "154",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 91,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 12,
-                    "arrival_date_day_of_month": 18,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 29.0,
-                    "company": null,
-                    "days_in_waiting_list": 20,
-                    "customer_type": "Transient",
-                    "adr": 75.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-02-03"
-                }
-            },
-            {
-                "scenario_id": "156",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 1,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 20,
-                    "arrival_date_day_of_month": 17,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "ESP",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "C",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 160.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-05-18"
-                }
-            },
-            {
-                "scenario_id": "160",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 16,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 39,
-                    "arrival_date_day_of_month": 25,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "ITA",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "B",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": 1.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 170.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-09-30"
-                }
-            },
-            {
-                "scenario_id": "164",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 7,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "December",
-                    "arrival_date_week_number": 50,
-                    "arrival_date_day_of_month": 8,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 4,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Corporate",
-                    "distribution_channel": "Corporate",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": 40.0,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 65.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-12-12"
-                }
-            },
-            {
-                "scenario_id": "169",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 75,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 12,
-                    "arrival_date_day_of_month": 17,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 6.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 80.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-02-03"
-                }
-            },
-            {
-                "scenario_id": "172",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 112,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 17,
-                    "arrival_date_day_of_month": 27,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "DEU",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "E",
-                    "assigned_room_type": "E",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 153.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-01-15"
-                }
-            },
-            {
-                "scenario_id": "173",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 53,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "February",
-                    "arrival_date_week_number": 9,
-                    "arrival_date_day_of_month": 26,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 7,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 48.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-01-05"
-                }
-            },
-            {
-                "scenario_id": "175",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 59,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 29,
-                    "arrival_date_day_of_month": 17,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "DEU",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 130.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-05-22"
-                }
-            },
-            {
-                "scenario_id": "177",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 216,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 43,
-                    "arrival_date_day_of_month": 19,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 1.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 12.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-09-11"
-                }
-            },
-            {
-                "scenario_id": "181",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 103,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 18,
-                    "arrival_date_day_of_month": 29,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "BEL",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 14.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 108.9,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-05-01"
-                }
-            },
-            {
-                "scenario_id": "182",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 305,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 21,
-                    "arrival_date_day_of_month": 25,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 3,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "CN",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 142.2,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-05-27"
-                }
-            },
-            {
-                "scenario_id": "186",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 111,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 28,
-                    "arrival_date_day_of_month": 15,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 1,
-                    "adults": 3,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "CHE",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 177.33,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "No-Show",
-                    "reservation_status_date": "2017-07-15"
-                }
-            },
-            {
-                "scenario_id": "188",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 105,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "December",
-                    "arrival_date_week_number": 50,
-                    "arrival_date_day_of_month": 8,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "C",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 37.8,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 3,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-11-24"
-                }
-            },
-            {
-                "scenario_id": "190",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 75,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 14,
-                    "arrival_date_day_of_month": 5,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 4,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 132.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 85.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-03-25"
-                }
-            },
-            {
-                "scenario_id": "193",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 159,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 21,
-                    "arrival_date_day_of_month": 22,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 2,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "CYP",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 2,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 126.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-02-22"
-                }
-            },
-            {
-                "scenario_id": "194",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 322,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 21,
-                    "arrival_date_day_of_month": 19,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 31.0,
-                    "company": null,
-                    "days_in_waiting_list": 120,
-                    "customer_type": "Transient",
-                    "adr": 80.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-02-10"
-                }
-            },
-            {
-                "scenario_id": "195",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 163,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 28,
-                    "arrival_date_day_of_month": 13,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "FRA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 116.1,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-01-31"
-                }
-            },
-            {
-                "scenario_id": "196",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 94,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "November",
-                    "arrival_date_week_number": 45,
-                    "arrival_date_day_of_month": 4,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "FRA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 90.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-08-18"
-                }
-            },
-            {
-                "scenario_id": "197",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 5,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 34,
-                    "arrival_date_day_of_month": 17,
-                    "stays_in_weekend_nights": 3,
-                    "stays_in_week_nights": 10,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "FRA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Contract",
-                    "adr": 92.31,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-08-30"
-                }
-            },
-            {
-                "scenario_id": "204",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 24,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 38,
-                    "arrival_date_day_of_month": 16,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 14.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 149.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-09-18"
-                }
-            },
-            {
-                "scenario_id": "205",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 163,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 27,
-                    "arrival_date_day_of_month": 3,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 5,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "ESP",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 116.1,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-05-22"
-                }
-            },
-            {
-                "scenario_id": "208",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 2,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "February",
-                    "arrival_date_week_number": 5,
-                    "arrival_date_day_of_month": 3,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 80.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-02-04"
-                }
-            },
-            {
-                "scenario_id": "211",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 19,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 41,
-                    "arrival_date_day_of_month": 6,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 1,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 82.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 80.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-10-09"
-                }
-            },
-            {
-                "scenario_id": "212",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 184,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 18,
-                    "arrival_date_day_of_month": 1,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "RUS",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 99.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-10-29"
-                }
-            },
-            {
-                "scenario_id": "213",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 51,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 12,
-                    "arrival_date_day_of_month": 17,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "CHN",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 66.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 30.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-03-18"
-                }
-            },
-            {
-                "scenario_id": "216",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 3,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 20,
-                    "arrival_date_day_of_month": 13,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Corporate",
-                    "distribution_channel": "Corporate",
-                    "is_repeated_guest": 1,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 14,
-                    "reserved_room_type": "E",
-                    "assigned_room_type": "E",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": null,
-                    "company": 51.0,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 106.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-05-14"
-                }
-            },
-            {
-                "scenario_id": "224",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 192,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 26,
-                    "arrival_date_day_of_month": 24,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "SRB",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "B",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 34.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 95.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-06-26"
-                }
-            },
-            {
-                "scenario_id": "229",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 214,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 33,
-                    "arrival_date_day_of_month": 7,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 2.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "NLD",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "F",
-                    "assigned_room_type": "F",
-                    "booking_changes": 2,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 158.95,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-08-11"
-                }
-            },
-            {
-                "scenario_id": "232",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 22,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "November",
-                    "arrival_date_week_number": 45,
-                    "arrival_date_day_of_month": 6,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "DEU",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 27.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 43.5,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-11-10"
-                }
-            },
-            {
-                "scenario_id": "239",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 196,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 35,
-                    "arrival_date_day_of_month": 22,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 5,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "FRA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 99.45,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-02-09"
-                }
-            },
-            {
-                "scenario_id": "240",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 292,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 32,
-                    "arrival_date_day_of_month": 5,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 1,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 1.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 62.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-07-02"
-                }
-            },
-            {
-                "scenario_id": "242",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 79,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 23,
-                    "arrival_date_day_of_month": 30,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "ESP",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 99.5,
-                    "required_car_parking_spaces": 1,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-06-03"
-                }
-            },
-            {
-                "scenario_id": "248",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 11,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "December",
-                    "arrival_date_week_number": 50,
-                    "arrival_date_day_of_month": 11,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Complementary",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "B",
-                    "assigned_room_type": "B",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 0.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-12-13"
-                }
-            },
-            {
-                "scenario_id": "251",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 7,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 13,
-                    "arrival_date_day_of_month": 28,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "ESP",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 441.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 103.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-03-30"
-                }
-            },
-            {
-                "scenario_id": "252",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 40,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 22,
-                    "arrival_date_day_of_month": 30,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 130.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-05-05"
-                }
-            },
-            {
-                "scenario_id": "254",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 98,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "November",
-                    "arrival_date_week_number": 48,
-                    "arrival_date_day_of_month": 23,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 2,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "MYS",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 37.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 70.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-11-26"
-                }
-            },
-            {
-                "scenario_id": "255",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 73,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 37,
-                    "arrival_date_day_of_month": 6,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 3,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "CHE",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 168.3,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-09-08"
-                }
-            },
-            {
-                "scenario_id": "256",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 38,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 24,
-                    "arrival_date_day_of_month": 15,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "POL",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 2,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 120.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-06-16"
-                }
-            },
-            {
-                "scenario_id": "257",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 337,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 24,
-                    "arrival_date_day_of_month": 9,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 1.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 62.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-10-21"
-                }
-            },
-            {
-                "scenario_id": "260",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 212,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "February",
-                    "arrival_date_week_number": 8,
-                    "arrival_date_day_of_month": 22,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 4,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "BRA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 85.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-07-29"
-                }
-            },
-            {
-                "scenario_id": "262",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 5,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 38,
-                    "arrival_date_day_of_month": 19,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "E",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Contract",
-                    "adr": 133.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-09-20"
-                }
-            },
-            {
-                "scenario_id": "265",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 25,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 43,
-                    "arrival_date_day_of_month": 16,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "FRA",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 28.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 85.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-10-19"
-                }
-            },
-            {
-                "scenario_id": "267",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 28,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 35,
-                    "arrival_date_day_of_month": 24,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "CHN",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 149.4,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "No-Show",
-                    "reservation_status_date": "2016-08-24"
-                }
-            },
-            {
-                "scenario_id": "268",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 86,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 39,
-                    "arrival_date_day_of_month": 24,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "FRA",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "D",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": 12.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 87.5,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-09-26"
-                }
-            },
-            {
-                "scenario_id": "270",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 12,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 31,
-                    "arrival_date_day_of_month": 1,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 109.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-08-02"
-                }
-            },
-            {
-                "scenario_id": "272",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 475,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 44,
-                    "arrival_date_day_of_month": 27,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 1.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 62.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-10-21"
-                }
-            },
-            {
-                "scenario_id": "275",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 16,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 30,
-                    "arrival_date_day_of_month": 19,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 3,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "FRA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 162.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-07-04"
-                }
-            },
-            {
-                "scenario_id": "277",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 216,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 33,
-                    "arrival_date_day_of_month": 16,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 4,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "FRA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 124.65,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-01-14"
-                }
-            },
-            {
-                "scenario_id": "278",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 279,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 30,
-                    "arrival_date_day_of_month": 23,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 1,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 1.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Contract",
-                    "adr": 62.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-01-01"
-                }
-            },
-            {
-                "scenario_id": "281",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 101,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 21,
-                    "arrival_date_day_of_month": 17,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "BEL",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "C",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 173.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 80.75,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-05-20"
-                }
-            },
-            {
-                "scenario_id": "285",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 8,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 15,
-                    "arrival_date_day_of_month": 8,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "FRA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 95.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-04-09"
-                }
-            },
-            {
-                "scenario_id": "290",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 37,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 27,
-                    "arrival_date_day_of_month": 26,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "FRA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 2,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 156.6,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-06-30"
-                }
-            },
-            {
-                "scenario_id": "291",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 327,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 37,
-                    "arrival_date_day_of_month": 9,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 4,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": 21.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 76.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-09-15"
-                }
-            },
-            {
-                "scenario_id": "295",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 23,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 23,
-                    "arrival_date_day_of_month": 7,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "ESP",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 52.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 166.5,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-05-19"
-                }
-            },
-            {
-                "scenario_id": "299",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 288,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 19,
-                    "arrival_date_day_of_month": 5,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 1.0,
-                    "company": null,
-                    "days_in_waiting_list": 236,
-                    "customer_type": "Transient-Party",
-                    "adr": 65.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-03-14"
-                }
-            },
-            {
-                "scenario_id": "304",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 159,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 29,
-                    "arrival_date_day_of_month": 21,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 3,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "BEL",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 163.8,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-03-03"
-                }
-            },
-            {
-                "scenario_id": "307",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 23,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "February",
-                    "arrival_date_week_number": 8,
-                    "arrival_date_day_of_month": 21,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 0,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "K",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": 14.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 0.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-02-21"
-                }
-            },
-            {
-                "scenario_id": "310",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 29,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "February",
-                    "arrival_date_week_number": 7,
-                    "arrival_date_day_of_month": 12,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 78.5,
-                    "required_car_parking_spaces": 1,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-02-14"
-                }
-            },
-            {
-                "scenario_id": "315",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 135,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 22,
-                    "arrival_date_day_of_month": 28,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 1.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 96.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-02-09"
-                }
-            },
-            {
-                "scenario_id": "316",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 82,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 27,
-                    "arrival_date_day_of_month": 1,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 4,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "BEL",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 114.3,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-07-07"
-                }
-            },
-            {
-                "scenario_id": "318",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 261,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 42,
-                    "arrival_date_day_of_month": 16,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 1,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 6.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 120.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-07-08"
-                }
-            },
-            {
-                "scenario_id": "321",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 27,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 35,
-                    "arrival_date_day_of_month": 28,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 4,
-                    "adults": 2,
-                    "children": 2.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "ESP",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "G",
-                    "assigned_room_type": "G",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 250.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 341.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-08-02"
-                }
-            },
-            {
-                "scenario_id": "325",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 62,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 15,
-                    "arrival_date_day_of_month": 13,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 2.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "ESP",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "C",
-                    "assigned_room_type": "C",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 116.75,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-03-09"
-                }
-            },
-            {
-                "scenario_id": "326",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 56,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 12,
-                    "arrival_date_day_of_month": 21,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 86.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 85.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-01-24"
-                }
-            },
-            {
-                "scenario_id": "331",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 26,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 15,
-                    "arrival_date_day_of_month": 10,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "NLD",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 113.25,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-04-14"
-                }
-            },
-            {
-                "scenario_id": "332",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 147,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 28,
-                    "arrival_date_day_of_month": 7,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 3,
-                    "adults": 3,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "BRA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 138.55,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "No-Show",
-                    "reservation_status_date": "2016-07-07"
-                }
-            },
-            {
-                "scenario_id": "333",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 5,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "November",
-                    "arrival_date_week_number": 47,
-                    "arrival_date_day_of_month": 15,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Corporate",
-                    "distribution_channel": "Corporate",
-                    "is_repeated_guest": 1,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 11,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": 40.0,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 65.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-11-18"
-                }
-            },
-            {
-                "scenario_id": "337",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 57,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 14,
-                    "arrival_date_day_of_month": 5,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Corporate",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "E",
-                    "booking_changes": 4,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 76.67,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-04-08"
-                }
-            },
-            {
-                "scenario_id": "338",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 98,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "November",
-                    "arrival_date_week_number": 48,
-                    "arrival_date_day_of_month": 23,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 2,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "FB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 37.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 84.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-09-14"
-                }
-            },
-            {
-                "scenario_id": "339",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 19,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 16,
-                    "arrival_date_day_of_month": 19,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 95.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-04-21"
-                }
-            },
-            {
-                "scenario_id": "342",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 79,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 15,
-                    "arrival_date_day_of_month": 9,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "IRL",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 99.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-04-08"
-                }
-            },
-            {
-                "scenario_id": "343",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 296,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 19,
-                    "arrival_date_day_of_month": 10,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 67.5,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-07-20"
-                }
-            },
-            {
-                "scenario_id": "346",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 55,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "December",
-                    "arrival_date_week_number": 53,
-                    "arrival_date_day_of_month": 31,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "FRA",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 104.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 62.67,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-01-03"
-                }
-            },
-            {
-                "scenario_id": "349",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 80,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 27,
-                    "arrival_date_day_of_month": 7,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 2,
-                    "adults": 3,
-                    "children": 2.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "ESP",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "G",
-                    "assigned_room_type": "G",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 14.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 297.25,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-07-11"
-                }
-            },
-            {
-                "scenario_id": "352",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 176,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 28,
-                    "arrival_date_day_of_month": 8,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "BEL",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 14.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 85.5,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-07-11"
-                }
-            },
-            {
-                "scenario_id": "354",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 109,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 10,
-                    "arrival_date_day_of_month": 7,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "GBR",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 79.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 63.36,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-03-09"
-                }
-            },
-            {
-                "scenario_id": "355",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 68,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 10,
-                    "arrival_date_day_of_month": 7,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 5,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 22.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 68.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-03-13"
-                }
-            },
-            {
-                "scenario_id": "363",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 35,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 27,
-                    "arrival_date_day_of_month": 26,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "BEL",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 110.7,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-07-01"
-                }
-            },
-            {
-                "scenario_id": "368",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 173,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 24,
-                    "arrival_date_day_of_month": 17,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 1.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "F",
-                    "assigned_room_type": "F",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 83.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 168.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-12-26"
-                }
-            },
-            {
-                "scenario_id": "369",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 321,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 36,
-                    "arrival_date_day_of_month": 3,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 1,
-                    "previous_cancellations": 2,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 1.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 62.8,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2014-10-17"
-                }
-            },
-            {
-                "scenario_id": "376",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 26,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "December",
-                    "arrival_date_week_number": 51,
-                    "arrival_date_day_of_month": 16,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "FRA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 104.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-11-25"
-                }
-            },
-            {
-                "scenario_id": "377",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 11,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 34,
-                    "arrival_date_day_of_month": 18,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "FRA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Contract",
-                    "adr": 95.33,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-08-21"
-                }
-            },
-            {
-                "scenario_id": "378",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 46,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "December",
-                    "arrival_date_week_number": 52,
-                    "arrival_date_day_of_month": 23,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "FRA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 87.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-12-25"
-                }
-            },
-            {
-                "scenario_id": "381",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 47,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 12,
-                    "arrival_date_day_of_month": 16,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "FRA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 76.5,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-02-20"
-                }
-            },
-            {
-                "scenario_id": "382",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 50,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "November",
-                    "arrival_date_week_number": 47,
-                    "arrival_date_day_of_month": 13,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "BEL",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 114.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-11-07"
-                }
-            },
-            {
-                "scenario_id": "384",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 20,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 30,
-                    "arrival_date_day_of_month": 25,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 8.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 160.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "No-Show",
-                    "reservation_status_date": "2017-07-25"
-                }
-            },
-            {
-                "scenario_id": "387",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 32,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 21,
-                    "arrival_date_day_of_month": 21,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 14.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 129.2,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-04-20"
-                }
-            },
-            {
-                "scenario_id": "391",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 243,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 36,
-                    "arrival_date_day_of_month": 1,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "AUT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 7.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 65.29,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-09-04"
-                }
-            },
-            {
-                "scenario_id": "399",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 61,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 10,
-                    "arrival_date_day_of_month": 10,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 5,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "DZA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 2,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 74.8,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-01-09"
-                }
-            },
-            {
-                "scenario_id": "401",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 4,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "November",
-                    "arrival_date_week_number": 48,
-                    "arrival_date_day_of_month": 27,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "ESP",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 1.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 62.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-11-29"
-                }
-            },
-            {
-                "scenario_id": "406",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 0,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 32,
-                    "arrival_date_day_of_month": 2,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "FRA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 152.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 73.81,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-08-03"
-                }
-            },
-            {
-                "scenario_id": "408",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 323,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 36,
-                    "arrival_date_day_of_month": 5,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 1,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 1.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 62.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-07-06"
-                }
-            },
-            {
-                "scenario_id": "409",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 123,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 34,
-                    "arrival_date_day_of_month": 26,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 3,
-                    "adults": 3,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "FRA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 252.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-04-28"
-                }
-            },
-            {
-                "scenario_id": "410",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 307,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 34,
-                    "arrival_date_day_of_month": 20,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 1,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 1.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Contract",
-                    "adr": 62.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-01-01"
-                }
-            },
-            {
-                "scenario_id": "411",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 283,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 31,
-                    "arrival_date_day_of_month": 27,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 1,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 1.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 62.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-06-29"
-                }
-            },
-            {
-                "scenario_id": "414",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 44,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 44,
-                    "arrival_date_day_of_month": 31,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 1.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "ROU",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Contract",
-                    "adr": 113.8,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 3,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-11-01"
-                }
-            },
-            {
-                "scenario_id": "416",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 273,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 29,
-                    "arrival_date_day_of_month": 17,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 6.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 109.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-07-19"
-                }
-            },
-            {
-                "scenario_id": "417",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 152,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 19,
-                    "arrival_date_day_of_month": 12,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "ITA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 144.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-12-12"
-                }
-            },
-            {
-                "scenario_id": "419",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 101,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 22,
-                    "arrival_date_day_of_month": 25,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 4,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "AUT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 132.6,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-05-29"
-                }
-            },
-            {
-                "scenario_id": "423",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 6,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 20,
-                    "arrival_date_day_of_month": 14,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "BRA",
-                    "market_segment": "Groups",
-                    "distribution_channel": "Corporate",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": 169.0,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 110.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-05-17"
-                }
-            },
-            {
-                "scenario_id": "424",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 112,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 39,
-                    "arrival_date_day_of_month": 23,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "DEU",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 134.1,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-09-09"
-                }
-            },
-            {
-                "scenario_id": "431",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 91,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 15,
-                    "arrival_date_day_of_month": 12,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "ARG",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 105.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-01-24"
-                }
-            },
-            {
-                "scenario_id": "433",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 1,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 41,
-                    "arrival_date_day_of_month": 6,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "USA",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "E",
-                    "assigned_room_type": "A",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": 14.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 146.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-10-07"
-                }
-            },
-            {
-                "scenario_id": "437",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 48,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 18,
-                    "arrival_date_day_of_month": 4,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "FRA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 7.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 115.6,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-05-08"
-                }
-            },
-            {
-                "scenario_id": "440",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 95,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 17,
-                    "arrival_date_day_of_month": 20,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "AUT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "B",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 35.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 74.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-04-22"
-                }
-            },
-            {
-                "scenario_id": "441",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 253,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 37,
-                    "arrival_date_day_of_month": 12,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 5,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 1,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 96.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 58.95,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-06-17"
-                }
-            },
-            {
-                "scenario_id": "442",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 162,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 42,
-                    "arrival_date_day_of_month": 14,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 2,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 34.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 115.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-08-11"
-                }
-            },
-            {
-                "scenario_id": "443",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 163,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 44,
-                    "arrival_date_day_of_month": 23,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 3,
-                    "adults": 1,
-                    "children": 1.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "NLD",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 7.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 74.65,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-10-28"
-                }
-            },
-            {
-                "scenario_id": "445",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 336,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 39,
-                    "arrival_date_day_of_month": 21,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 6,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "DEU",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": 21.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 84.13,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-09-29"
-                }
-            },
-            {
-                "scenario_id": "447",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 101,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 15,
-                    "arrival_date_day_of_month": 9,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 1.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 136.8,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 4,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-04-14"
-                }
-            },
-            {
-                "scenario_id": "450",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 120,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "January",
-                    "arrival_date_week_number": 4,
-                    "arrival_date_day_of_month": 25,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 4,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 74.8,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-01-30"
-                }
-            },
-            {
-                "scenario_id": "453",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 138,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 34,
-                    "arrival_date_day_of_month": 22,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "ITA",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": 17.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 72.5,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-08-25"
-                }
-            },
-            {
-                "scenario_id": "458",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 2,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 25,
-                    "arrival_date_day_of_month": 16,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 1.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "ITA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "E",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 168.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-06-17"
-                }
-            },
-            {
-                "scenario_id": "461",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 356,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 41,
-                    "arrival_date_day_of_month": 8,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 1,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 1.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Contract",
-                    "adr": 62.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-01-01"
-                }
-            },
-            {
-                "scenario_id": "465",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 43,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 19,
-                    "arrival_date_day_of_month": 8,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "CN",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 7.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 119.2,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-05-11"
-                }
-            },
-            {
-                "scenario_id": "466",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 207,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 31,
-                    "arrival_date_day_of_month": 1,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 4,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "ITA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 130.5,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-04-30"
-                }
-            },
-            {
-                "scenario_id": "467",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 1,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 10,
-                    "arrival_date_day_of_month": 4,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 2,
-                    "adults": 3,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 137.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-03-07"
-                }
-            },
-            {
-                "scenario_id": "470",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 182,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 31,
-                    "arrival_date_day_of_month": 26,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 4,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "FRA",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 14.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 85.25,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-05-09"
-                }
-            },
-            {
-                "scenario_id": "472",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 282,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 41,
-                    "arrival_date_day_of_month": 10,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "SWE",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 21.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 76.67,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-10-13"
-                }
-            },
-            {
-                "scenario_id": "473",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 52,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 11,
-                    "arrival_date_day_of_month": 13,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 56.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 80.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-01-20"
-                }
-            },
-            {
-                "scenario_id": "477",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 135,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 13,
-                    "arrival_date_day_of_month": 31,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "BRA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 7.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 86.49,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-04-05"
-                }
-            },
-            {
-                "scenario_id": "479",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 113,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "February",
-                    "arrival_date_week_number": 9,
-                    "arrival_date_day_of_month": 25,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 1,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 19.0,
-                    "company": null,
-                    "days_in_waiting_list": 44,
-                    "customer_type": "Transient",
-                    "adr": 75.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-12-18"
-                }
-            },
-            {
-                "scenario_id": "480",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 33,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 43,
-                    "arrival_date_day_of_month": 21,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "B",
-                    "assigned_room_type": "B",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 83.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 83.16,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-10-24"
-                }
-            },
-            {
-                "scenario_id": "481",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 46,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 34,
-                    "arrival_date_day_of_month": 14,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "FRA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 135.9,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-08-17"
-                }
-            },
-            {
-                "scenario_id": "482",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 158,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 25,
-                    "arrival_date_day_of_month": 23,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 2.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "SVK",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "F",
-                    "assigned_room_type": "F",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 198.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-05-05"
-                }
-            },
-            {
-                "scenario_id": "489",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 123,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 14,
-                    "arrival_date_day_of_month": 28,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 3,
-                    "adults": 3,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "DEU",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "B",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 93.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 3,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-04-01"
-                }
-            },
-            {
-                "scenario_id": "491",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 74,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "February",
-                    "arrival_date_week_number": 9,
-                    "arrival_date_day_of_month": 26,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "Undefined",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 68.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 70.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-01-21"
-                }
-            },
-            {
-                "scenario_id": "492",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 95,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 18,
-                    "arrival_date_day_of_month": 27,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 4,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 7.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 82.07,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "No-Show",
-                    "reservation_status_date": "2016-04-27"
-                }
-            },
-            {
-                "scenario_id": "495",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 32,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "November",
-                    "arrival_date_week_number": 47,
-                    "arrival_date_day_of_month": 15,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "DEU",
-                    "market_segment": "Complementary",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "E",
-                    "assigned_room_type": "E",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 75.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-11-17"
-                }
-            },
-            {
-                "scenario_id": "496",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 5,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "January",
-                    "arrival_date_week_number": 3,
-                    "arrival_date_day_of_month": 17,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "ESP",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 14.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 99.67,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-01-20"
-                }
-            },
-            {
-                "scenario_id": "498",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 188,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 40,
-                    "arrival_date_day_of_month": 28,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 4,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 2,
-                    "deposit_type": "No Deposit",
-                    "agent": 8.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 134.4,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-10-04"
-                }
-            }
-        ],
-        "target_column": "reservation_status",
-        "task_sub_type": "classification",
-        "ranking_ground_truth": {
-            "top_k_ids": [
-                "126"
-            ]
-        },
-        "active_filters": [
-            {
-                "col": "hotel",
-                "op": "==",
-                "val": "Resort Hotel"
-            },
-            {
-                "col": "is_repeated_guest",
-                "op": "==",
-                "val": 1
-            }
-        ],
-        "target_class_value": "check-out"
-    },
-    "response": "",
-    "evaluation_score": {}
-}
\ No newline at end of file
+    "active_filters": [
+      {
+        "col": "hotel",
+        "op": "==",
+        "val": "Resort Hotel"
+      },
+      {
+        "col": "is_repeated_guest",
+        "op": "==",
+        "val": 1
+      }
+    ],
+    "target_class_value": "check-out"
+  },
+  "response": "",
+  "evaluation_score": {}
+}
diff --git a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_006/current.csv b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_006/current.csv
index 531f90d9ad9ff31b93b68e65d62f9c2b65397826..84984c17a5858c379263521a26e7f21b6b8e38df 100644
--- a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_006/current.csv
+++ b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_006/current.csv
@@ -1,201 +1,200 @@
-hotel,is_canceled,lead_time,arrival_date_year,arrival_date_month,arrival_date_week_number,arrival_date_day_of_month,stays_in_weekend_nights,stays_in_week_nights,adults,children,babies,meal,country,market_segment,distribution_channel,is_repeated_guest,previous_cancellations,previous_bookings_not_canceled,reserved_room_type,assigned_room_type,booking_changes,deposit_type,agent,company,days_in_waiting_list,customer_type,adr,required_car_parking_spaces,total_of_special_requests,reservation_status_date
-Resort Hotel,0,169,2017,July,31,31,1,3,2,0.0,0,HB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,212.0,0,3,2017-08-04
-City Hotel,0,2,2016,March,10,2,0,1,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,21.0,,0,Transient-Party,55.0,0,0,2016-03-03
-City Hotel,1,290,2016,June,25,17,1,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,3.0,,108,Transient-Party,72.0,0,0,2016-06-15
-City Hotel,0,15,2016,September,40,26,1,2,2,0.0,0,BB,PRT,Online TA,TA/TO,1,0,1,D,D,0,No Deposit,9.0,,0,Transient,164.0,0,0,2016-09-29
-City Hotel,1,20,2016,February,7,8,3,5,1,0.0,0,BB,AGO,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,86.0,0,1,2016-02-08
-City Hotel,0,0,2017,August,32,6,1,0,2,1.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,170.0,0,0,2017-08-07
-City Hotel,1,71,2016,June,25,14,0,3,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,236.0,,0,Transient,120.0,0,0,2016-04-27
-City Hotel,1,552,2017,January,2,12,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0,2015-10-21
-City Hotel,1,329,2015,September,37,11,2,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,Non Refund,5.0,,0,Transient,90.0,0,0,2015-02-20
-City Hotel,1,37,2017,March,11,15,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,378.0,,0,Transient,110.0,0,0,2017-02-06
-Resort Hotel,1,107,2017,June,24,16,2,6,2,0.0,0,HB,PRT,Direct,Direct,0,0,0,C,C,1,No Deposit,250.0,,0,Transient,185.0,0,0,2017-03-03
-City Hotel,1,299,2015,August,33,12,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Transient-Party,62.0,0,0,2015-07-02
-City Hotel,1,213,2016,June,24,7,0,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,19.0,,62,Transient,130.0,0,0,2016-01-08
-City Hotel,0,93,2017,August,32,9,0,3,2,0.0,0,BB,IRL,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,155.0,0,2,2017-08-12
-City Hotel,0,242,2016,July,31,29,0,2,0,2.0,0,BB,BEL,Direct,Direct,0,0,0,B,B,0,No Deposit,14.0,,0,Transient-Party,6.0,0,1,2016-07-31
-City Hotel,0,155,2017,July,30,28,2,3,2,0.0,0,BB,AUT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,130.5,0,0,2017-08-02
-City Hotel,1,227,2016,October,42,10,1,2,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,E,E,0,Non Refund,,51.0,0,Transient-Party,106.0,0,0,2016-08-29
-City Hotel,0,117,2016,October,44,28,2,2,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,104.4,0,2,2016-11-01
-City Hotel,0,49,2017,March,10,10,1,2,2,0.0,0,BB,USA,Online TA,TA/TO,0,0,0,A,A,2,No Deposit,83.0,,0,Transient,86.76,1,1,2017-03-13
-City Hotel,0,184,2016,October,43,17,1,3,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,128.7,0,2,2016-10-21
-City Hotel,0,52,2017,March,11,13,1,3,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,D,2,No Deposit,28.0,,0,Transient,75.0,0,0,2017-03-17
-City Hotel,0,5,2016,October,44,28,1,2,2,0.0,0,HB,FRA,Online TA,TA/TO,0,0,0,A,B,0,No Deposit,9.0,,0,Transient,200.33,0,2,2016-10-31
-City Hotel,0,257,2015,July,27,1,0,2,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient,101.5,0,0,2015-07-03
-City Hotel,0,133,2016,April,16,14,0,3,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,28.0,,0,Transient,80.0,0,0,2016-04-17
-City Hotel,0,13,2016,March,13,20,1,0,2,0.0,0,BB,BRA,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,220.0,,0,Transient-Party,85.0,0,1,2016-03-21
-City Hotel,1,127,2016,August,35,21,3,5,2,0.0,0,BB,ESP,Direct,Direct,0,0,0,D,D,0,No Deposit,14.0,,0,Transient,113.55,0,1,2016-04-23
-City Hotel,0,141,2017,August,34,23,0,2,2,0.0,0,BB,USA,Direct,Direct,0,0,0,D,D,0,No Deposit,14.0,,0,Transient,150.0,0,2,2017-08-25
-City Hotel,0,1,2016,June,25,14,0,4,1,0.0,0,SC,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,121.5,0,1,2016-06-18
-City Hotel,1,4,2016,June,25,14,0,2,2,0.0,0,HB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,164.0,0,0,2016-06-14
-City Hotel,1,0,2015,August,33,14,0,2,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient-Party,109.0,0,0,2015-08-14
-City Hotel,0,5,2016,March,10,2,0,1,1,0.0,0,BB,FRA,Aviation,TA/TO,0,0,0,A,A,0,No Deposit,153.0,,0,Transient,91.0,0,0,2016-03-03
-City Hotel,1,166,2016,November,45,1,0,3,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,236.0,,0,Transient,110.0,0,0,2016-07-13
-City Hotel,0,15,2017,July,28,15,1,1,2,1.0,0,BB,CHN,Online TA,TA/TO,0,0,0,A,D,0,No Deposit,9.0,,0,Transient,159.0,0,1,2017-07-17
-City Hotel,0,96,2015,July,28,11,2,1,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,17.0,,0,Transient-Party,94.5,0,0,2015-07-14
-City Hotel,0,0,2017,January,5,31,0,1,1,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,83.0,,0,Transient,78.4,0,0,2017-02-01
-City Hotel,0,1,2016,August,32,3,2,5,0,0.0,0,SC,FRA,Online TA,TA/TO,0,0,0,A,K,4,No Deposit,,,0,Transient,0.0,0,0,2016-08-10
-City Hotel,0,1,2017,February,8,23,0,2,1,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,71.0,0,1,2017-02-25
-City Hotel,1,346,2015,September,40,28,1,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Contract,62.0,0,0,2015-01-01
-City Hotel,0,70,2015,November,48,26,0,3,1,0.0,0,BB,USA,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,27.0,,0,Transient,46.33,0,0,2015-11-29
-Resort Hotel,1,228,2016,March,11,11,1,2,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,D,D,0,No Deposit,250.0,,0,Transient,39.1,0,1,2016-03-11
-City Hotel,1,74,2016,May,21,17,0,3,2,0.0,0,BB,BRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,126.9,0,0,2016-03-04
-City Hotel,0,17,2016,November,45,3,1,3,1,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,61.52,0,1,2016-11-07
-City Hotel,0,145,2016,July,28,3,2,1,3,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,131.7,0,1,2016-07-06
-City Hotel,0,33,2016,December,49,1,1,3,2,0.0,0,SC,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,57.6,0,3,2016-12-05
-City Hotel,0,0,2016,December,53,28,0,1,2,2.0,0,BB,FRA,Direct,Direct,0,0,0,F,F,0,No Deposit,,,0,Transient,168.0,0,0,2016-12-29
-City Hotel,1,290,2015,August,32,3,1,3,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,No Deposit,1.0,,0,Transient-Party,62.0,0,0,2015-07-06
-Resort Hotel,1,259,2015,September,38,17,0,3,1,0.0,0,BB,GBR,Groups,Corporate,0,1,0,A,A,0,Non Refund,,223.0,0,Transient,33.3,0,0,2015-01-21
-Resort Hotel,0,165,2016,October,41,2,2,2,2,0.0,0,BB,CN,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,96.0,,0,Transient,46.0,0,0,2016-10-06
-Resort Hotel,1,17,2016,December,53,30,0,2,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,240.0,,0,Transient,120.0,0,1,2016-12-15
-City Hotel,0,26,2017,February,9,27,1,0,1,0.0,0,SC,AUT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,88.0,0,1,2017-02-28
-City Hotel,0,91,2016,October,42,12,0,2,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,9.0,,0,Transient,113.4,0,0,2016-10-14
-Resort Hotel,1,179,2016,October,43,21,1,2,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,240.0,,0,Transient,75.33,0,3,2016-10-05
-Resort Hotel,0,0,2015,November,48,24,0,1,1,0.0,0,BB,PRT,Online TA,TA/TO,1,0,0,A,A,0,No Deposit,241.0,,0,Transient,36.96,0,0,2015-11-25
-City Hotel,0,26,2016,February,7,7,2,2,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,11.0,,0,Transient,64.64,0,0,2016-02-11
-City Hotel,1,1,2016,November,49,28,1,3,1,0.0,0,BB,BRA,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient,78.53,0,0,2016-11-27
-City Hotel,0,76,2016,November,47,17,0,3,2,1.0,0,BB,GBR,Direct,Direct,0,0,0,A,D,1,No Deposit,14.0,,0,Transient,92.2,0,2,2016-11-20
-City Hotel,0,36,2016,February,9,27,1,1,2,1.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient-Party,107.3,1,1,2016-02-29
-City Hotel,0,7,2016,December,50,4,2,3,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,88.4,0,1,2016-12-09
-City Hotel,1,49,2016,July,29,11,1,0,2,0.0,0,SC,CHN,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,93.15,0,0,2016-06-20
-City Hotel,1,163,2016,August,35,23,0,5,2,0.0,0,SC,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,84.15,0,0,2016-03-24
-City Hotel,1,42,2016,August,36,29,1,3,3,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,144.23,0,0,2016-07-19
-City Hotel,0,159,2016,April,15,9,1,1,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,3.0,,0,Transient-Party,70.0,0,1,2016-04-11
-City Hotel,0,98,2015,November,48,23,1,3,1,0.0,0,BB,NOR,Groups,TA/TO,0,0,0,A,D,1,No Deposit,37.0,,0,Transient-Party,70.0,0,0,2015-11-27
-City Hotel,1,60,2016,October,44,27,0,1,2,0.0,0,SC,CN,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,80.1,0,2,2016-08-29
-Resort Hotel,1,128,2016,June,26,22,2,5,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,121.0,0,1,2016-02-15
-City Hotel,0,154,2016,September,38,12,1,4,2,0.0,0,BB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,168.0,,0,Transient,80.75,0,0,2016-09-17
-City Hotel,1,130,2016,April,16,13,0,4,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,29.0,,10,Transient,100.0,0,0,2015-12-15
-City Hotel,1,91,2016,March,12,18,0,2,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,29.0,,20,Transient,75.0,0,0,2016-02-03
-City Hotel,0,1,2017,May,20,17,0,1,1,0.0,0,SC,ESP,Direct,Direct,0,0,0,A,C,0,No Deposit,,,0,Transient,160.0,0,0,2017-05-18
-City Hotel,0,16,2015,September,39,25,2,3,2,0.0,0,BB,ITA,Groups,TA/TO,0,0,0,A,B,1,No Deposit,1.0,,0,Transient-Party,170.0,0,0,2015-09-30
-City Hotel,0,7,2015,December,50,8,0,4,1,0.0,0,BB,GBR,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,40.0,0,Transient,65.0,0,0,2015-12-12
-City Hotel,1,164,2017,May,20,15,1,2,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,,,0,Transient,160.0,0,0,2017-01-31
-City Hotel,1,75,2016,March,12,17,1,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,6.0,,0,Transient,80.0,0,0,2016-02-03
-City Hotel,1,112,2017,April,17,27,0,3,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,9.0,,0,Transient,153.0,0,0,2017-01-15
-Resort Hotel,1,53,2016,February,9,26,2,7,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,48.0,0,1,2016-01-05
-City Hotel,1,59,2017,July,29,17,1,2,2,0.0,0,SC,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,130.0,0,0,2017-05-22
-City Hotel,1,216,2015,October,43,19,1,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,1.0,,0,Transient-Party,12.0,0,0,2015-09-11
-City Hotel,1,37,2017,March,11,15,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,378.0,,0,Transient,110.0,0,0,2017-02-06
-City Hotel,0,103,2016,April,18,29,0,2,2,0.0,0,BB,BEL,Direct,Direct,0,0,0,D,D,0,No Deposit,14.0,,0,Transient,108.9,0,0,2016-05-01
-City Hotel,0,305,2017,May,21,25,0,2,3,0.0,0,BB,CN,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient-Party,142.2,0,2,2017-05-27
-City Hotel,1,111,2017,July,28,15,2,1,3,0.0,0,BB,CHE,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,177.33,0,2,2017-07-15
-Resort Hotel,1,105,2016,December,50,8,1,3,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,C,1,No Deposit,240.0,,0,Transient,37.8,0,3,2016-11-24
-City Hotel,1,75,2017,April,14,5,0,4,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,132.0,,0,Transient-Party,85.0,0,0,2017-03-25
-City Hotel,1,159,2017,May,21,22,1,2,1,0.0,0,BB,CYP,Online TA,TA/TO,0,0,0,A,A,2,No Deposit,9.0,,0,Transient,126.0,0,0,2017-02-22
-City Hotel,1,322,2016,May,21,19,1,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,31.0,,120,Transient,80.0,0,0,2016-02-10
-City Hotel,1,163,2017,July,28,13,0,3,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,116.1,0,0,2017-01-31
-City Hotel,1,94,2016,November,45,4,1,2,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,90.0,0,0,2016-08-18
-City Hotel,0,5,2015,August,34,17,3,10,1,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Contract,92.31,0,2,2015-08-30
-City Hotel,0,24,2016,September,38,16,0,2,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient,149.0,0,1,2016-09-18
-City Hotel,1,163,2017,July,27,3,1,5,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,116.1,0,1,2017-05-22
-City Hotel,0,2,2017,February,5,3,0,1,1,0.0,0,BB,GBR,Direct,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,80.0,0,0,2017-02-04
-City Hotel,0,19,2015,October,41,6,0,3,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,1,0,0,A,D,0,No Deposit,82.0,,0,Transient-Party,80.0,0,0,2015-10-09
-City Hotel,1,184,2017,May,18,1,1,2,2,0.0,0,SC,RUS,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,99.0,0,0,2016-10-29
-Resort Hotel,0,51,2016,March,12,17,0,1,2,0.0,0,BB,CHN,Groups,TA/TO,0,0,0,A,D,0,No Deposit,66.0,,0,Transient-Party,30.0,0,0,2016-03-18
-City Hotel,0,3,2016,May,20,13,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,1,0,14,E,E,0,Non Refund,,51.0,0,Transient-Party,106.0,0,0,2016-05-14
-City Hotel,0,192,2016,June,26,24,0,2,1,0.0,0,BB,SRB,Offline TA/TO,TA/TO,0,0,0,A,B,0,No Deposit,34.0,,0,Transient-Party,95.0,0,0,2016-06-26
-City Hotel,0,214,2016,August,33,7,2,2,2,2.0,0,BB,NLD,Online TA,TA/TO,0,0,0,F,F,2,No Deposit,9.0,,0,Transient-Party,158.95,0,1,2016-08-11
-City Hotel,0,22,2015,November,45,6,2,2,2,0.0,0,BB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,27.0,,0,Transient,43.5,0,0,2015-11-10
-City Hotel,1,196,2016,August,35,22,1,5,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,99.45,0,0,2016-02-09
-City Hotel,1,292,2015,August,32,5,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Transient-Party,62.0,0,0,2015-07-02
-Resort Hotel,0,79,2016,May,23,30,1,3,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,99.5,1,1,2016-06-03
-City Hotel,0,11,2015,December,50,11,0,2,2,0.0,0,BB,PRT,Complementary,Direct,0,0,0,B,B,0,No Deposit,,,0,Transient,0.0,0,1,2015-12-13
-City Hotel,0,7,2017,March,13,28,0,2,1,0.0,0,BB,ESP,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,441.0,,0,Transient,103.0,0,0,2017-03-30
-City Hotel,1,40,2017,May,22,30,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,,,0,Transient,130.0,0,0,2017-05-05
-City Hotel,0,98,2015,November,48,23,1,2,1,0.0,0,BB,MYS,Groups,TA/TO,0,0,0,A,A,0,No Deposit,37.0,,0,Transient-Party,70.0,0,1,2015-11-26
-City Hotel,0,73,2016,September,37,6,0,2,3,0.0,0,BB,CHE,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,168.3,0,2,2016-09-08
-City Hotel,0,38,2017,June,24,15,0,1,2,0.0,0,SC,POL,Online TA,TA/TO,0,0,0,A,A,2,No Deposit,9.0,,0,Transient,120.0,0,2,2017-06-16
-City Hotel,1,337,2016,June,24,9,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0,2015-10-21
-City Hotel,1,212,2017,February,8,22,0,4,2,0.0,0,BB,BRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,85.0,0,0,2016-07-29
-City Hotel,0,5,2015,September,38,19,0,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,E,0,No Deposit,9.0,,0,Contract,133.0,0,1,2015-09-20
-City Hotel,0,25,2016,October,43,16,2,1,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,28.0,,0,Transient,85.0,0,0,2016-10-19
-City Hotel,1,28,2016,August,35,24,0,2,2,0.0,0,BB,CHN,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,149.4,0,1,2016-08-24
-City Hotel,0,86,2015,September,39,24,0,2,1,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,D,1,No Deposit,12.0,,0,Transient-Party,87.5,0,0,2015-09-26
-City Hotel,0,12,2017,August,31,1,0,1,2,0.0,0,SC,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,109.0,0,1,2017-08-02
-City Hotel,1,475,2016,October,44,27,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0,2015-10-21
-City Hotel,1,16,2016,July,30,19,0,2,3,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,162.0,0,1,2016-07-04
-City Hotel,1,216,2017,August,33,16,0,4,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,124.65,0,0,2017-01-14
-City Hotel,1,279,2015,July,30,23,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,No Deposit,1.0,,0,Contract,62.0,0,0,2015-01-01
-City Hotel,0,101,2016,May,21,17,0,3,2,0.0,0,BB,BEL,Offline TA/TO,TA/TO,0,0,0,A,C,0,No Deposit,173.0,,0,Transient,80.75,0,2,2016-05-20
-City Hotel,0,8,2016,April,15,8,0,1,1,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,95.0,0,1,2016-04-09
-City Hotel,0,37,2016,June,27,26,2,2,2,0.0,0,HB,FRA,Online TA,TA/TO,0,0,0,D,D,2,No Deposit,9.0,,0,Transient,156.6,0,2,2016-06-30
-City Hotel,0,327,2015,September,37,9,2,4,1,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,1,No Deposit,21.0,,0,Transient-Party,76.0,0,0,2015-09-15
-City Hotel,1,23,2017,June,23,7,0,2,2,0.0,0,HB,ESP,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,52.0,,0,Transient,166.5,0,0,2017-05-19
-City Hotel,1,288,2016,May,19,5,0,3,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,1.0,,236,Transient-Party,65.0,0,0,2016-03-14
-City Hotel,1,159,2017,July,29,21,0,2,3,0.0,0,BB,BEL,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,163.8,0,0,2017-03-03
-City Hotel,1,23,2017,February,8,21,0,0,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,K,1,No Deposit,14.0,,0,Transient,0.0,0,0,2017-02-21
-City Hotel,0,29,2016,February,7,12,0,2,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient-Party,78.5,1,1,2016-02-14
-City Hotel,1,135,2016,May,22,28,1,1,2,0.0,0,HB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,96.0,0,0,2016-02-09
-City Hotel,0,82,2016,July,27,1,2,4,2,0.0,0,BB,BEL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,114.3,0,1,2016-07-07
-City Hotel,1,261,2015,October,42,16,0,1,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,Non Refund,6.0,,0,Transient-Party,120.0,0,0,2015-07-08
-Resort Hotel,1,27,2017,August,35,28,1,4,2,2.0,0,HB,ESP,Direct,Direct,0,0,0,G,G,0,No Deposit,250.0,,0,Transient,341.0,0,0,2017-08-02
-Resort Hotel,1,62,2017,April,15,13,1,3,2,2.0,0,BB,ESP,Online TA,TA/TO,0,0,0,C,C,0,No Deposit,240.0,,0,Transient,116.75,0,0,2017-03-09
-City Hotel,1,56,2017,March,12,21,0,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,86.0,,0,Transient,85.0,0,0,2017-01-24
-Resort Hotel,0,26,2017,April,15,10,1,3,2,0.0,0,BB,NLD,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,113.25,0,1,2017-04-14
-City Hotel,1,147,2016,July,28,7,1,3,3,0.0,0,BB,BRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,138.55,0,1,2016-07-07
-City Hotel,0,5,2016,November,47,15,0,3,1,0.0,0,BB,PRT,Corporate,Corporate,1,0,11,A,A,0,No Deposit,,40.0,0,Transient,65.0,0,1,2016-11-18
-Resort Hotel,0,57,2017,April,14,5,0,3,2,0.0,0,BB,PRT,Direct,Corporate,0,0,0,A,E,4,No Deposit,,,0,Transient,76.67,0,0,2017-04-08
-City Hotel,1,98,2015,November,48,23,1,2,1,0.0,0,FB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,37.0,,0,Transient-Party,84.0,0,0,2015-09-14
-City Hotel,0,19,2017,April,16,19,0,2,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,D,0,No Deposit,,,0,Transient,95.0,0,2,2017-04-21
-City Hotel,1,79,2017,April,15,9,2,2,2,0.0,0,SC,IRL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,99.0,0,2,2017-04-08
-Resort Hotel,1,296,2017,May,19,10,0,1,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,67.5,0,2,2016-07-20
-City Hotel,0,55,2015,December,53,31,0,3,1,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,104.0,,0,Transient,62.67,0,0,2016-01-03
-City Hotel,0,80,2017,July,27,7,2,2,3,2.0,0,BB,ESP,Direct,Direct,0,0,0,G,G,0,No Deposit,14.0,,0,Transient,297.25,0,0,2017-07-11
-City Hotel,0,176,2016,July,28,8,1,2,2,0.0,0,BB,BEL,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient-Party,85.5,0,0,2016-07-11
-City Hotel,0,109,2017,March,10,7,0,2,2,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,79.0,,0,Transient,63.36,0,0,2017-03-09
-City Hotel,0,68,2017,March,10,7,1,5,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,22.0,,0,Transient,68.0,0,1,2017-03-13
-City Hotel,0,35,2016,June,27,26,2,3,2,0.0,0,BB,BEL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,110.7,0,1,2016-07-01
-City Hotel,1,173,2017,June,24,17,1,1,2,1.0,0,BB,PRT,Online TA,TA/TO,0,0,0,F,F,0,No Deposit,83.0,,0,Transient,168.0,0,0,2016-12-26
-City Hotel,1,321,2015,September,36,3,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,1,2,0,A,A,0,No Deposit,1.0,,0,Transient-Party,62.8,0,0,2014-10-17
-City Hotel,1,26,2016,December,51,16,0,2,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,104.0,0,0,2016-11-25
-City Hotel,0,11,2015,August,34,18,0,3,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,9.0,,0,Contract,95.33,0,1,2015-08-21
-City Hotel,0,46,2015,December,52,23,0,2,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,9.0,,0,Transient,87.0,0,1,2015-12-25
-City Hotel,1,47,2016,March,12,16,0,2,1,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,76.5,0,0,2016-02-20
-City Hotel,1,50,2016,November,47,13,2,1,2,0.0,0,BB,BEL,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,114.0,0,2,2016-11-07
-City Hotel,1,20,2017,July,30,25,0,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,8.0,,0,Transient,160.0,0,1,2017-07-25
-City Hotel,1,32,2016,May,21,21,0,1,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,D,D,0,No Deposit,14.0,,0,Transient,129.2,0,0,2016-04-20
-City Hotel,0,243,2015,September,36,1,0,3,2,0.0,0,BB,AUT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,65.29,0,0,2015-09-04
-City Hotel,1,61,2017,March,10,10,2,5,1,0.0,0,BB,DZA,Online TA,TA/TO,0,0,0,A,A,2,No Deposit,9.0,,0,Transient,74.8,0,0,2017-01-09
-City Hotel,0,4,2015,November,48,27,0,2,1,0.0,0,BB,ESP,Groups,TA/TO,0,0,0,A,A,0,No Deposit,1.0,,0,Transient-Party,62.0,0,0,2015-11-29
-City Hotel,0,0,2016,August,32,2,0,1,2,0.0,0,SC,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,152.0,,0,Transient,73.81,0,0,2016-08-03
-City Hotel,1,323,2015,September,36,5,2,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,No Deposit,1.0,,0,Transient-Party,62.0,0,0,2015-07-06
-City Hotel,1,123,2017,August,34,26,2,3,3,0.0,0,HB,FRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,252.0,0,1,2017-04-28
-City Hotel,1,307,2015,August,34,20,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Contract,62.0,0,0,2015-01-01
-City Hotel,1,283,2015,July,31,27,1,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Transient-Party,62.0,0,0,2015-06-29
-City Hotel,0,44,2015,October,44,31,0,1,2,1.0,0,BB,ROU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Contract,113.8,0,3,2015-11-01
-City Hotel,0,273,2015,July,29,17,0,2,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient-Party,109.0,0,0,2015-07-19
-City Hotel,1,152,2017,May,19,12,0,2,2,0.0,0,BB,ITA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,144.0,0,1,2016-12-12
-City Hotel,0,101,2016,May,22,25,0,4,2,0.0,0,BB,AUT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient-Party,132.6,0,0,2016-05-29
-City Hotel,0,6,2017,May,20,14,2,1,1,0.0,0,BB,BRA,Groups,Corporate,0,0,0,A,A,0,No Deposit,,169.0,0,Transient-Party,110.0,0,0,2017-05-17
-City Hotel,1,112,2016,September,39,23,1,2,2,0.0,0,SC,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,134.1,0,1,2016-09-09
-City Hotel,1,91,2017,April,15,12,0,3,2,0.0,0,SC,ARG,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,105.0,0,0,2017-01-24
-City Hotel,0,1,2015,October,41,6,0,1,2,0.0,0,BB,USA,Direct,Direct,0,0,0,E,A,1,No Deposit,14.0,,0,Transient,146.0,0,0,2015-10-07
-City Hotel,0,48,2017,May,18,4,1,3,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,115.6,0,0,2017-05-08
-City Hotel,0,95,2016,April,17,20,0,2,1,0.0,0,HB,AUT,Groups,TA/TO,0,0,0,A,B,0,No Deposit,35.0,,0,Transient-Party,74.0,0,0,2016-04-22
-Resort Hotel,1,253,2015,September,37,12,2,5,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,Non Refund,96.0,,0,Transient,58.95,0,0,2015-06-17
-City Hotel,1,162,2016,October,42,14,2,2,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,34.0,,0,Transient,115.0,0,0,2016-08-11
-City Hotel,0,163,2016,October,44,23,2,3,1,1.0,0,BB,NLD,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,74.65,0,2,2016-10-28
-City Hotel,0,336,2016,September,39,21,2,6,2,0.0,0,BB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,1,No Deposit,21.0,,0,Transient-Party,84.13,0,0,2016-09-29
-City Hotel,0,101,2017,April,15,9,2,3,2,1.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,D,0,No Deposit,9.0,,0,Transient,136.8,0,4,2017-04-14
-City Hotel,0,120,2017,January,4,25,1,4,2,0.0,0,SC,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,74.8,0,2,2017-01-30
-City Hotel,0,138,2015,August,34,22,2,1,1,0.0,0,HB,ITA,Offline TA/TO,TA/TO,0,0,0,A,A,1,No Deposit,17.0,,0,Transient-Party,72.5,0,0,2015-08-25
-City Hotel,0,2,2016,June,25,16,0,1,2,1.0,0,BB,ITA,Online TA,TA/TO,0,0,0,A,E,0,No Deposit,9.0,,0,Transient,168.0,0,2,2016-06-17
-City Hotel,1,356,2015,October,41,8,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Contract,62.0,0,0,2015-01-01
-City Hotel,0,43,2017,May,19,8,1,2,2,0.0,0,SC,CN,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,119.2,0,0,2017-05-11
-City Hotel,1,207,2017,August,31,1,0,4,2,0.0,0,BB,ITA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,130.5,0,0,2017-04-30
-City Hotel,0,1,2016,March,10,4,1,2,3,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,D,0,No Deposit,9.0,,0,Transient,137.0,0,2,2016-03-07
-City Hotel,1,182,2016,July,31,26,0,4,2,0.0,0,BB,FRA,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient-Party,85.25,0,0,2016-05-09
-City Hotel,0,282,2015,October,41,10,2,1,2,0.0,0,BB,SWE,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,21.0,,0,Transient-Party,76.67,0,0,2015-10-13
-City Hotel,1,52,2017,March,11,13,1,1,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,56.0,,0,Transient,80.0,0,0,2017-01-20
-City Hotel,0,135,2017,March,13,31,2,3,2,0.0,0,BB,BRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,86.49,0,1,2017-04-05
-City Hotel,1,113,2016,February,9,25,0,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,Non Refund,19.0,,44,Transient,75.0,0,0,2015-12-18
-City Hotel,0,33,2015,October,43,21,0,3,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,B,B,0,No Deposit,83.0,,0,Transient,83.16,0,0,2015-10-24
-City Hotel,0,46,2016,August,34,14,2,1,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,135.9,0,2,2016-08-17
-City Hotel,1,158,2017,June,25,23,2,2,2,2.0,0,BB,SVK,Online TA,TA/TO,0,0,0,F,F,0,No Deposit,9.0,,0,Transient,198.0,0,1,2017-05-05
-City Hotel,0,123,2016,March,14,28,1,3,3,0.0,0,BB,DEU,Direct,Direct,0,0,0,A,B,1,No Deposit,,,0,Transient,93.0,0,3,2016-04-01
-Resort Hotel,1,74,2016,February,9,26,1,2,2,0.0,0,Undefined,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,68.0,,0,Transient,70.0,0,0,2016-01-21
-City Hotel,1,95,2016,April,18,27,0,4,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,7.0,,0,Transient,82.07,0,1,2016-04-27
-City Hotel,0,32,2016,November,47,15,0,2,2,0.0,0,BB,DEU,Complementary,Direct,0,0,0,E,E,0,No Deposit,,,0,Transient,75.0,0,1,2016-11-17
-City Hotel,0,5,2017,January,3,17,0,3,1,0.0,0,BB,ESP,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient,99.67,0,0,2017-01-20
-City Hotel,0,188,2016,September,40,28,2,4,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,2,No Deposit,8.0,,0,Transient,134.4,0,1,2016-10-04
+hotel,lead_time,arrival_date_year,arrival_date_month,arrival_date_week_number,arrival_date_day_of_month,stays_in_weekend_nights,stays_in_week_nights,adults,children,babies,meal,country,market_segment,distribution_channel,is_repeated_guest,previous_cancellations,previous_bookings_not_canceled,reserved_room_type,assigned_room_type,booking_changes,deposit_type,agent,company,days_in_waiting_list,customer_type,adr,required_car_parking_spaces,total_of_special_requests
+Resort Hotel,169,2017,July,31,31,1,3,2,0.0,0,HB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,212.0,0,3
+City Hotel,2,2016,March,10,2,0,1,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,21.0,,0,Transient-Party,55.0,0,0
+City Hotel,290,2016,June,25,17,1,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,3.0,,108,Transient-Party,72.0,0,0
+City Hotel,15,2016,September,40,26,1,2,2,0.0,0,BB,PRT,Online TA,TA/TO,1,0,1,D,D,0,No Deposit,9.0,,0,Transient,164.0,0,0
+City Hotel,20,2016,February,7,8,3,5,1,0.0,0,BB,AGO,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,86.0,0,1
+City Hotel,0,2017,August,32,6,1,0,2,1.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,170.0,0,0
+City Hotel,71,2016,June,25,14,0,3,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,236.0,,0,Transient,120.0,0,0
+City Hotel,552,2017,January,2,12,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0
+City Hotel,329,2015,September,37,11,2,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,Non Refund,5.0,,0,Transient,90.0,0,0
+City Hotel,37,2017,March,11,15,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,378.0,,0,Transient,110.0,0,0
+Resort Hotel,107,2017,June,24,16,2,6,2,0.0,0,HB,PRT,Direct,Direct,0,0,0,C,C,1,No Deposit,250.0,,0,Transient,185.0,0,0
+City Hotel,299,2015,August,33,12,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Transient-Party,62.0,0,0
+City Hotel,213,2016,June,24,7,0,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,19.0,,62,Transient,130.0,0,0
+City Hotel,93,2017,August,32,9,0,3,2,0.0,0,BB,IRL,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,155.0,0,2
+City Hotel,242,2016,July,31,29,0,2,0,2.0,0,BB,BEL,Direct,Direct,0,0,0,B,B,0,No Deposit,14.0,,0,Transient-Party,6.0,0,1
+City Hotel,155,2017,July,30,28,2,3,2,0.0,0,BB,AUT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,130.5,0,0
+City Hotel,227,2016,October,42,10,1,2,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,E,E,0,Non Refund,,51.0,0,Transient-Party,106.0,0,0
+City Hotel,117,2016,October,44,28,2,2,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,104.4,0,2
+City Hotel,49,2017,March,10,10,1,2,2,0.0,0,BB,USA,Online TA,TA/TO,0,0,0,A,A,2,No Deposit,83.0,,0,Transient,86.76,1,1
+City Hotel,184,2016,October,43,17,1,3,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,128.7,0,2
+City Hotel,52,2017,March,11,13,1,3,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,D,2,No Deposit,28.0,,0,Transient,75.0,0,0
+City Hotel,5,2016,October,44,28,1,2,2,0.0,0,HB,FRA,Online TA,TA/TO,0,0,0,A,B,0,No Deposit,9.0,,0,Transient,200.33,0,2
+City Hotel,257,2015,July,27,1,0,2,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient,101.5,0,0
+City Hotel,133,2016,April,16,14,0,3,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,28.0,,0,Transient,80.0,0,0
+City Hotel,13,2016,March,13,20,1,0,2,0.0,0,BB,BRA,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,220.0,,0,Transient-Party,85.0,0,1
+City Hotel,127,2016,August,35,21,3,5,2,0.0,0,BB,ESP,Direct,Direct,0,0,0,D,D,0,No Deposit,14.0,,0,Transient,113.55,0,1
+City Hotel,141,2017,August,34,23,0,2,2,0.0,0,BB,USA,Direct,Direct,0,0,0,D,D,0,No Deposit,14.0,,0,Transient,150.0,0,2
+City Hotel,1,2016,June,25,14,0,4,1,0.0,0,SC,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,121.5,0,1
+City Hotel,4,2016,June,25,14,0,2,2,0.0,0,HB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,164.0,0,0
+City Hotel,0,2015,August,33,14,0,2,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient-Party,109.0,0,0
+City Hotel,5,2016,March,10,2,0,1,1,0.0,0,BB,FRA,Aviation,TA/TO,0,0,0,A,A,0,No Deposit,153.0,,0,Transient,91.0,0,0
+City Hotel,166,2016,November,45,1,0,3,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,236.0,,0,Transient,110.0,0,0
+City Hotel,15,2017,July,28,15,1,1,2,1.0,0,BB,CHN,Online TA,TA/TO,0,0,0,A,D,0,No Deposit,9.0,,0,Transient,159.0,0,1
+City Hotel,96,2015,July,28,11,2,1,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,17.0,,0,Transient-Party,94.5,0,0
+City Hotel,0,2017,January,5,31,0,1,1,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,83.0,,0,Transient,78.4,0,0
+City Hotel,1,2016,August,32,3,2,5,0,0.0,0,SC,FRA,Online TA,TA/TO,0,0,0,A,K,4,No Deposit,,,0,Transient,0.0,0,0
+City Hotel,1,2017,February,8,23,0,2,1,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,71.0,0,1
+City Hotel,346,2015,September,40,28,1,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Contract,62.0,0,0
+City Hotel,70,2015,November,48,26,0,3,1,0.0,0,BB,USA,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,27.0,,0,Transient,46.33,0,0
+Resort Hotel,228,2016,March,11,11,1,2,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,D,D,0,No Deposit,250.0,,0,Transient,39.1,0,1
+City Hotel,74,2016,May,21,17,0,3,2,0.0,0,BB,BRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,126.9,0,0
+City Hotel,17,2016,November,45,3,1,3,1,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,61.52,0,1
+City Hotel,145,2016,July,28,3,2,1,3,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,131.7,0,1
+City Hotel,33,2016,December,49,1,1,3,2,0.0,0,SC,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,57.6,0,3
+City Hotel,0,2016,December,53,28,0,1,2,2.0,0,BB,FRA,Direct,Direct,0,0,0,F,F,0,No Deposit,,,0,Transient,168.0,0,0
+City Hotel,290,2015,August,32,3,1,3,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,No Deposit,1.0,,0,Transient-Party,62.0,0,0
+Resort Hotel,259,2015,September,38,17,0,3,1,0.0,0,BB,GBR,Groups,Corporate,0,1,0,A,A,0,Non Refund,,223.0,0,Transient,33.3,0,0
+Resort Hotel,165,2016,October,41,2,2,2,2,0.0,0,BB,CN,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,96.0,,0,Transient,46.0,0,0
+Resort Hotel,17,2016,December,53,30,0,2,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,240.0,,0,Transient,120.0,0,1
+City Hotel,26,2017,February,9,27,1,0,1,0.0,0,SC,AUT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,88.0,0,1
+City Hotel,91,2016,October,42,12,0,2,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,9.0,,0,Transient,113.4,0,0
+Resort Hotel,179,2016,October,43,21,1,2,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,240.0,,0,Transient,75.33,0,3
+Resort Hotel,0,2015,November,48,24,0,1,1,0.0,0,BB,PRT,Online TA,TA/TO,1,0,0,A,A,0,No Deposit,241.0,,0,Transient,36.96,0,0
+City Hotel,26,2016,February,7,7,2,2,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,11.0,,0,Transient,64.64,0,0
+City Hotel,1,2016,November,49,28,1,3,1,0.0,0,BB,BRA,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient,78.53,0,0
+City Hotel,76,2016,November,47,17,0,3,2,1.0,0,BB,GBR,Direct,Direct,0,0,0,A,D,1,No Deposit,14.0,,0,Transient,92.2,0,2
+City Hotel,36,2016,February,9,27,1,1,2,1.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient-Party,107.3,1,1
+City Hotel,7,2016,December,50,4,2,3,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,88.4,0,1
+City Hotel,49,2016,July,29,11,1,0,2,0.0,0,SC,CHN,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,93.15,0,0
+City Hotel,163,2016,August,35,23,0,5,2,0.0,0,SC,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,84.15,0,0
+City Hotel,42,2016,August,36,29,1,3,3,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,144.23,0,0
+City Hotel,159,2016,April,15,9,1,1,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,3.0,,0,Transient-Party,70.0,0,1
+City Hotel,98,2015,November,48,23,1,3,1,0.0,0,BB,NOR,Groups,TA/TO,0,0,0,A,D,1,No Deposit,37.0,,0,Transient-Party,70.0,0,0
+City Hotel,60,2016,October,44,27,0,1,2,0.0,0,SC,CN,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,80.1,0,2
+Resort Hotel,128,2016,June,26,22,2,5,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,121.0,0,1
+City Hotel,154,2016,September,38,12,1,4,2,0.0,0,BB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,168.0,,0,Transient,80.75,0,0
+City Hotel,130,2016,April,16,13,0,4,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,29.0,,10,Transient,100.0,0,0
+City Hotel,91,2016,March,12,18,0,2,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,29.0,,20,Transient,75.0,0,0
+City Hotel,1,2017,May,20,17,0,1,1,0.0,0,SC,ESP,Direct,Direct,0,0,0,A,C,0,No Deposit,,,0,Transient,160.0,0,0
+City Hotel,16,2015,September,39,25,2,3,2,0.0,0,BB,ITA,Groups,TA/TO,0,0,0,A,B,1,No Deposit,1.0,,0,Transient-Party,170.0,0,0
+City Hotel,7,2015,December,50,8,0,4,1,0.0,0,BB,GBR,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,40.0,0,Transient,65.0,0,0
+City Hotel,164,2017,May,20,15,1,2,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,,,0,Transient,160.0,0,0
+City Hotel,75,2016,March,12,17,1,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,6.0,,0,Transient,80.0,0,0
+City Hotel,112,2017,April,17,27,0,3,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,9.0,,0,Transient,153.0,0,0
+Resort Hotel,53,2016,February,9,26,2,7,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,48.0,0,1
+City Hotel,59,2017,July,29,17,1,2,2,0.0,0,SC,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,130.0,0,0
+City Hotel,216,2015,October,43,19,1,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,1.0,,0,Transient-Party,12.0,0,0
+City Hotel,103,2016,April,18,29,0,2,2,0.0,0,BB,BEL,Direct,Direct,0,0,0,D,D,0,No Deposit,14.0,,0,Transient,108.9,0,0
+City Hotel,305,2017,May,21,25,0,2,3,0.0,0,BB,CN,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient-Party,142.2,0,2
+City Hotel,111,2017,July,28,15,2,1,3,0.0,0,BB,CHE,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,177.33,0,2
+Resort Hotel,105,2016,December,50,8,1,3,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,C,1,No Deposit,240.0,,0,Transient,37.8,0,3
+City Hotel,75,2017,April,14,5,0,4,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,132.0,,0,Transient-Party,85.0,0,0
+City Hotel,159,2017,May,21,22,1,2,1,0.0,0,BB,CYP,Online TA,TA/TO,0,0,0,A,A,2,No Deposit,9.0,,0,Transient,126.0,0,0
+City Hotel,322,2016,May,21,19,1,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,31.0,,120,Transient,80.0,0,0
+City Hotel,163,2017,July,28,13,0,3,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,116.1,0,0
+City Hotel,94,2016,November,45,4,1,2,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,90.0,0,0
+City Hotel,5,2015,August,34,17,3,10,1,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Contract,92.31,0,2
+City Hotel,24,2016,September,38,16,0,2,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient,149.0,0,1
+City Hotel,163,2017,July,27,3,1,5,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,116.1,0,1
+City Hotel,2,2017,February,5,3,0,1,1,0.0,0,BB,GBR,Direct,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,80.0,0,0
+City Hotel,19,2015,October,41,6,0,3,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,1,0,0,A,D,0,No Deposit,82.0,,0,Transient-Party,80.0,0,0
+City Hotel,184,2017,May,18,1,1,2,2,0.0,0,SC,RUS,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,99.0,0,0
+Resort Hotel,51,2016,March,12,17,0,1,2,0.0,0,BB,CHN,Groups,TA/TO,0,0,0,A,D,0,No Deposit,66.0,,0,Transient-Party,30.0,0,0
+City Hotel,3,2016,May,20,13,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,1,0,14,E,E,0,Non Refund,,51.0,0,Transient-Party,106.0,0,0
+City Hotel,192,2016,June,26,24,0,2,1,0.0,0,BB,SRB,Offline TA/TO,TA/TO,0,0,0,A,B,0,No Deposit,34.0,,0,Transient-Party,95.0,0,0
+City Hotel,214,2016,August,33,7,2,2,2,2.0,0,BB,NLD,Online TA,TA/TO,0,0,0,F,F,2,No Deposit,9.0,,0,Transient-Party,158.95,0,1
+City Hotel,22,2015,November,45,6,2,2,2,0.0,0,BB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,27.0,,0,Transient,43.5,0,0
+City Hotel,196,2016,August,35,22,1,5,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,99.45,0,0
+City Hotel,292,2015,August,32,5,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Transient-Party,62.0,0,0
+Resort Hotel,79,2016,May,23,30,1,3,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,99.5,1,1
+City Hotel,11,2015,December,50,11,0,2,2,0.0,0,BB,PRT,Complementary,Direct,0,0,0,B,B,0,No Deposit,,,0,Transient,0.0,0,1
+City Hotel,7,2017,March,13,28,0,2,1,0.0,0,BB,ESP,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,441.0,,0,Transient,103.0,0,0
+City Hotel,40,2017,May,22,30,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,,,0,Transient,130.0,0,0
+City Hotel,98,2015,November,48,23,1,2,1,0.0,0,BB,MYS,Groups,TA/TO,0,0,0,A,A,0,No Deposit,37.0,,0,Transient-Party,70.0,0,1
+City Hotel,73,2016,September,37,6,0,2,3,0.0,0,BB,CHE,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,168.3,0,2
+City Hotel,38,2017,June,24,15,0,1,2,0.0,0,SC,POL,Online TA,TA/TO,0,0,0,A,A,2,No Deposit,9.0,,0,Transient,120.0,0,2
+City Hotel,337,2016,June,24,9,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0
+City Hotel,212,2017,February,8,22,0,4,2,0.0,0,BB,BRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,85.0,0,0
+City Hotel,5,2015,September,38,19,0,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,E,0,No Deposit,9.0,,0,Contract,133.0,0,1
+City Hotel,25,2016,October,43,16,2,1,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,28.0,,0,Transient,85.0,0,0
+City Hotel,28,2016,August,35,24,0,2,2,0.0,0,BB,CHN,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,149.4,0,1
+City Hotel,86,2015,September,39,24,0,2,1,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,D,1,No Deposit,12.0,,0,Transient-Party,87.5,0,0
+City Hotel,12,2017,August,31,1,0,1,2,0.0,0,SC,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,109.0,0,1
+City Hotel,475,2016,October,44,27,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0
+City Hotel,16,2016,July,30,19,0,2,3,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,162.0,0,1
+City Hotel,216,2017,August,33,16,0,4,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,124.65,0,0
+City Hotel,279,2015,July,30,23,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,No Deposit,1.0,,0,Contract,62.0,0,0
+City Hotel,101,2016,May,21,17,0,3,2,0.0,0,BB,BEL,Offline TA/TO,TA/TO,0,0,0,A,C,0,No Deposit,173.0,,0,Transient,80.75,0,2
+City Hotel,8,2016,April,15,8,0,1,1,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,95.0,0,1
+City Hotel,37,2016,June,27,26,2,2,2,0.0,0,HB,FRA,Online TA,TA/TO,0,0,0,D,D,2,No Deposit,9.0,,0,Transient,156.6,0,2
+City Hotel,327,2015,September,37,9,2,4,1,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,1,No Deposit,21.0,,0,Transient-Party,76.0,0,0
+City Hotel,23,2017,June,23,7,0,2,2,0.0,0,HB,ESP,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,52.0,,0,Transient,166.5,0,0
+City Hotel,288,2016,May,19,5,0,3,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,1.0,,236,Transient-Party,65.0,0,0
+City Hotel,159,2017,July,29,21,0,2,3,0.0,0,BB,BEL,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,163.8,0,0
+City Hotel,23,2017,February,8,21,0,0,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,K,1,No Deposit,14.0,,0,Transient,0.0,0,0
+City Hotel,29,2016,February,7,12,0,2,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient-Party,78.5,1,1
+City Hotel,135,2016,May,22,28,1,1,2,0.0,0,HB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,96.0,0,0
+City Hotel,82,2016,July,27,1,2,4,2,0.0,0,BB,BEL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,114.3,0,1
+City Hotel,261,2015,October,42,16,0,1,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,Non Refund,6.0,,0,Transient-Party,120.0,0,0
+Resort Hotel,27,2017,August,35,28,1,4,2,2.0,0,HB,ESP,Direct,Direct,0,0,0,G,G,0,No Deposit,250.0,,0,Transient,341.0,0,0
+Resort Hotel,62,2017,April,15,13,1,3,2,2.0,0,BB,ESP,Online TA,TA/TO,0,0,0,C,C,0,No Deposit,240.0,,0,Transient,116.75,0,0
+City Hotel,56,2017,March,12,21,0,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,86.0,,0,Transient,85.0,0,0
+Resort Hotel,26,2017,April,15,10,1,3,2,0.0,0,BB,NLD,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,113.25,0,1
+City Hotel,147,2016,July,28,7,1,3,3,0.0,0,BB,BRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,138.55,0,1
+City Hotel,5,2016,November,47,15,0,3,1,0.0,0,BB,PRT,Corporate,Corporate,1,0,11,A,A,0,No Deposit,,40.0,0,Transient,65.0,0,1
+Resort Hotel,57,2017,April,14,5,0,3,2,0.0,0,BB,PRT,Direct,Corporate,0,0,0,A,E,4,No Deposit,,,0,Transient,76.67,0,0
+City Hotel,98,2015,November,48,23,1,2,1,0.0,0,FB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,37.0,,0,Transient-Party,84.0,0,0
+City Hotel,19,2017,April,16,19,0,2,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,D,0,No Deposit,,,0,Transient,95.0,0,2
+City Hotel,79,2017,April,15,9,2,2,2,0.0,0,SC,IRL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,99.0,0,2
+Resort Hotel,296,2017,May,19,10,0,1,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,67.5,0,2
+City Hotel,55,2015,December,53,31,0,3,1,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,104.0,,0,Transient,62.67,0,0
+City Hotel,80,2017,July,27,7,2,2,3,2.0,0,BB,ESP,Direct,Direct,0,0,0,G,G,0,No Deposit,14.0,,0,Transient,297.25,0,0
+City Hotel,176,2016,July,28,8,1,2,2,0.0,0,BB,BEL,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient-Party,85.5,0,0
+City Hotel,109,2017,March,10,7,0,2,2,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,79.0,,0,Transient,63.36,0,0
+City Hotel,68,2017,March,10,7,1,5,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,22.0,,0,Transient,68.0,0,1
+City Hotel,35,2016,June,27,26,2,3,2,0.0,0,BB,BEL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,110.7,0,1
+City Hotel,173,2017,June,24,17,1,1,2,1.0,0,BB,PRT,Online TA,TA/TO,0,0,0,F,F,0,No Deposit,83.0,,0,Transient,168.0,0,0
+City Hotel,321,2015,September,36,3,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,1,2,0,A,A,0,No Deposit,1.0,,0,Transient-Party,62.8,0,0
+City Hotel,26,2016,December,51,16,0,2,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,104.0,0,0
+City Hotel,11,2015,August,34,18,0,3,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,9.0,,0,Contract,95.33,0,1
+City Hotel,46,2015,December,52,23,0,2,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,9.0,,0,Transient,87.0,0,1
+City Hotel,47,2016,March,12,16,0,2,1,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,76.5,0,0
+City Hotel,50,2016,November,47,13,2,1,2,0.0,0,BB,BEL,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,114.0,0,2
+City Hotel,20,2017,July,30,25,0,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,8.0,,0,Transient,160.0,0,1
+City Hotel,32,2016,May,21,21,0,1,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,D,D,0,No Deposit,14.0,,0,Transient,129.2,0,0
+City Hotel,243,2015,September,36,1,0,3,2,0.0,0,BB,AUT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,65.29,0,0
+City Hotel,61,2017,March,10,10,2,5,1,0.0,0,BB,DZA,Online TA,TA/TO,0,0,0,A,A,2,No Deposit,9.0,,0,Transient,74.8,0,0
+City Hotel,4,2015,November,48,27,0,2,1,0.0,0,BB,ESP,Groups,TA/TO,0,0,0,A,A,0,No Deposit,1.0,,0,Transient-Party,62.0,0,0
+City Hotel,0,2016,August,32,2,0,1,2,0.0,0,SC,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,152.0,,0,Transient,73.81,0,0
+City Hotel,323,2015,September,36,5,2,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,No Deposit,1.0,,0,Transient-Party,62.0,0,0
+City Hotel,123,2017,August,34,26,2,3,3,0.0,0,HB,FRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,252.0,0,1
+City Hotel,307,2015,August,34,20,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Contract,62.0,0,0
+City Hotel,283,2015,July,31,27,1,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Transient-Party,62.0,0,0
+City Hotel,44,2015,October,44,31,0,1,2,1.0,0,BB,ROU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Contract,113.8,0,3
+City Hotel,273,2015,July,29,17,0,2,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient-Party,109.0,0,0
+City Hotel,152,2017,May,19,12,0,2,2,0.0,0,BB,ITA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,144.0,0,1
+City Hotel,101,2016,May,22,25,0,4,2,0.0,0,BB,AUT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient-Party,132.6,0,0
+City Hotel,6,2017,May,20,14,2,1,1,0.0,0,BB,BRA,Groups,Corporate,0,0,0,A,A,0,No Deposit,,169.0,0,Transient-Party,110.0,0,0
+City Hotel,112,2016,September,39,23,1,2,2,0.0,0,SC,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,134.1,0,1
+City Hotel,91,2017,April,15,12,0,3,2,0.0,0,SC,ARG,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,105.0,0,0
+City Hotel,1,2015,October,41,6,0,1,2,0.0,0,BB,USA,Direct,Direct,0,0,0,E,A,1,No Deposit,14.0,,0,Transient,146.0,0,0
+City Hotel,48,2017,May,18,4,1,3,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,115.6,0,0
+City Hotel,95,2016,April,17,20,0,2,1,0.0,0,HB,AUT,Groups,TA/TO,0,0,0,A,B,0,No Deposit,35.0,,0,Transient-Party,74.0,0,0
+Resort Hotel,253,2015,September,37,12,2,5,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,Non Refund,96.0,,0,Transient,58.95,0,0
+City Hotel,162,2016,October,42,14,2,2,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,34.0,,0,Transient,115.0,0,0
+City Hotel,163,2016,October,44,23,2,3,1,1.0,0,BB,NLD,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,74.65,0,2
+City Hotel,336,2016,September,39,21,2,6,2,0.0,0,BB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,1,No Deposit,21.0,,0,Transient-Party,84.13,0,0
+City Hotel,101,2017,April,15,9,2,3,2,1.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,D,0,No Deposit,9.0,,0,Transient,136.8,0,4
+City Hotel,120,2017,January,4,25,1,4,2,0.0,0,SC,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,74.8,0,2
+City Hotel,138,2015,August,34,22,2,1,1,0.0,0,HB,ITA,Offline TA/TO,TA/TO,0,0,0,A,A,1,No Deposit,17.0,,0,Transient-Party,72.5,0,0
+City Hotel,2,2016,June,25,16,0,1,2,1.0,0,BB,ITA,Online TA,TA/TO,0,0,0,A,E,0,No Deposit,9.0,,0,Transient,168.0,0,2
+City Hotel,356,2015,October,41,8,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Contract,62.0,0,0
+City Hotel,43,2017,May,19,8,1,2,2,0.0,0,SC,CN,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,119.2,0,0
+City Hotel,207,2017,August,31,1,0,4,2,0.0,0,BB,ITA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,130.5,0,0
+City Hotel,1,2016,March,10,4,1,2,3,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,D,0,No Deposit,9.0,,0,Transient,137.0,0,2
+City Hotel,182,2016,July,31,26,0,4,2,0.0,0,BB,FRA,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient-Party,85.25,0,0
+City Hotel,282,2015,October,41,10,2,1,2,0.0,0,BB,SWE,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,21.0,,0,Transient-Party,76.67,0,0
+City Hotel,52,2017,March,11,13,1,1,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,56.0,,0,Transient,80.0,0,0
+City Hotel,135,2017,March,13,31,2,3,2,0.0,0,BB,BRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,86.49,0,1
+City Hotel,113,2016,February,9,25,0,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,Non Refund,19.0,,44,Transient,75.0,0,0
+City Hotel,33,2015,October,43,21,0,3,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,B,B,0,No Deposit,83.0,,0,Transient,83.16,0,0
+City Hotel,46,2016,August,34,14,2,1,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,135.9,0,2
+City Hotel,158,2017,June,25,23,2,2,2,2.0,0,BB,SVK,Online TA,TA/TO,0,0,0,F,F,0,No Deposit,9.0,,0,Transient,198.0,0,1
+City Hotel,123,2016,March,14,28,1,3,3,0.0,0,BB,DEU,Direct,Direct,0,0,0,A,B,1,No Deposit,,,0,Transient,93.0,0,3
+Resort Hotel,74,2016,February,9,26,1,2,2,0.0,0,Undefined,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,68.0,,0,Transient,70.0,0,0
+City Hotel,95,2016,April,18,27,0,4,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,7.0,,0,Transient,82.07,0,1
+City Hotel,32,2016,November,47,15,0,2,2,0.0,0,BB,DEU,Complementary,Direct,0,0,0,E,E,0,No Deposit,,,0,Transient,75.0,0,1
+City Hotel,5,2017,January,3,17,0,3,1,0.0,0,BB,ESP,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient,99.67,0,0
+City Hotel,188,2016,September,40,28,2,4,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,2,No Deposit,8.0,,0,Transient,134.4,0,1
diff --git a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_006/history.csv b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_006/history.csv
index 8ad803c82081fda0117c64618e29848ad2dd4644..4276b895f31a2523bb22598fdf6e586dcde1e940 100644
--- a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_006/history.csv
+++ b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_006/history.csv
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:2e468708de0cac14edfaf23f52e9c1e8d7a5dee8802447e6be2525453ce6b654
-size 16736298
+oid sha256:03900f3d545f3b42741181bc9a8b7f159a8d4d2d25409ca175577f58fbdaaf0c
+size 15199659
diff --git a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_006/info.json b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_006/info.json
index 4816c05993309461836de8622438e342f2e503ff..20956c93d07801fe3772275e08832605a78593ed 100644
--- a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_006/info.json
+++ b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_006/info.json
@@ -1,398 +1,391 @@
-{
-    "name": "Hotel Booking Demand",
-    "source": "https://www.kaggle.com/datasets/jessemostipak/hotel-booking-demand/data",
-    "data_intro": "This dataset contains hotel booking data for a city hotel and a resort hotel, providing details on booking dates, stay duration, guest count, cancellation trends, and pricing. It is useful for demand forecasting, revenue management, and customer behavior analysis.",
-    "is_splited": false,
-    "overall_size": 119390,
-    "train_size": 0,
-    "test_size": 0,
-    "c_classes": 12,
-    "n_classes": 20,
-    "cat_feature_intro": {
-        "hotel": "Type of hotel (City Hotel or Resort Hotel).",
-        "arrival_date_month": "Month of arrival for the booking.",
-        "meal": "Type of meal plan booked (e.g., Breakfast included, Half board, Full board).",
-        "country": "Country of origin of the guest.",
-        "market_segment": "Booking distribution channel (e.g., direct, corporate, travel agent).",
-        "distribution_channel": "Channel through which the booking was made (e.g., online travel agents, direct).",
-        "reserved_room_type": "Type of room reserved by the guest before any changes.",
-        "assigned_room_type": "Final room type assigned to the guest.",
-        "deposit_type": "Indicates if a deposit was made and its type (e.g., No Deposit, Refundable, Non-Refundable).",
-        "customer_type": "Type of customer (e.g., transient, group, contract).",
-        "reservation_status": "Final status of the booking (e.g., Canceled, Checked-out, No-show).",
-        "reservation_status_date": "Date when the reservation status was last updated."
-    },
-    "num_feature_intro": {
-        "is_canceled": "Indicates whether the booking was canceled (1) or not (0).",
-        "lead_time": "Number of days between booking and arrival.",
-        "arrival_date_year": "Year of arrival for the booking.",
-        "arrival_date_week_number": "Week number of the arrival date.",
-        "arrival_date_day_of_month": "Day of the month of arrival.",
-        "stays_in_weekend_nights": "Number of weekend nights (Saturday or Sunday) the guest stayed.",
-        "stays_in_week_nights": "Number of weekday nights (Monday to Friday) the guest stayed.",
-        "adults": "Number of adults included in the booking.",
-        "children": "Number of children included in the booking.",
-        "babies": "Number of babies included in the booking.",
-        "is_repeated_guest": "Indicates whether the guest is a returning customer (1) or not (0).",
-        "previous_cancellations": "Number of times the guest has canceled previous bookings.",
-        "previous_bookings_not_canceled": "Number of previous bookings not canceled by the guest.",
-        "booking_changes": "Number of changes made to the booking.",
-        "agent": "ID of the booking agent (if applicable).",
-        "company": "ID of the company making the booking (if applicable).",
-        "days_in_waiting_list": "Number of days the booking was on the waiting list before confirmation.",
-        "adr": "Average daily rate (price per night per room).",
-        "required_car_parking_spaces": "Number of car parking spaces required by the guest.",
-        "total_of_special_requests": "Number of special requests made by the guest (e.g., high floor, twin beds)."
-    },
-    "evaluation_metric": null,
-    "task_type": "classification",
-    "target": "reservation_status",
-    "num_feature_value": {
-        "adr": [
-            -6.38,
-            5400.0
-        ],
-        "adults": [
-            0.0,
-            55.0
-        ],
-        "agent": [
-            1.0,
-            535.0
-        ],
-        "arrival_date_day_of_month": [
-            1.0,
-            31.0
-        ],
-        "arrival_date_week_number": [
-            1.0,
-            53.0
-        ],
-        "arrival_date_year": [
-            2015.0,
-            2017.0
-        ],
-        "babies": [
-            0.0,
-            10.0
-        ],
-        "booking_changes": [
-            0.0,
-            21.0
-        ],
-        "children": [
-            0.0,
-            10.0
-        ],
-        "company": [
-            6.0,
-            543.0
-        ],
-        "days_in_waiting_list": [
-            0.0,
-            391.0
-        ],
-        "is_canceled": [
-            0.0,
-            1.0
-        ],
-        "is_repeated_guest": [
-            0.0,
-            1.0
-        ],
-        "lead_time": [
-            0.0,
-            737.0
-        ],
-        "previous_bookings_not_canceled": [
-            0.0,
-            72.0
-        ],
-        "previous_cancellations": [
-            0.0,
-            26.0
-        ],
-        "required_car_parking_spaces": [
-            0.0,
-            8.0
-        ],
-        "stays_in_week_nights": [
-            0.0,
-            50.0
-        ],
-        "stays_in_weekend_nights": [
-            0.0,
-            19.0
-        ],
-        "total_of_special_requests": [
-            0.0,
-            5.0
-        ]
-    },
-    "cat_feature_value": {
-        "arrival_date_month": [
-            "April",
-            "August",
-            "December",
-            "February",
-            "January",
-            "July",
-            "June",
-            "March",
-            "May",
-            "November",
-            "October",
-            "September"
-        ],
-        "assigned_room_type": [
-            "A",
-            "B",
-            "C",
-            "D",
-            "E",
-            "F",
-            "G",
-            "H",
-            "I",
-            "K",
-            "L",
-            "P"
-        ],
-        "country": [
-            "ABW",
-            "AGO",
-            "AIA",
-            "ALB",
-            "AND",
-            "ARE",
-            "ARG",
-            "ARM",
-            "ASM",
-            "ATA",
-            "ATF",
-            "AUS",
-            "AUT",
-            "AZE",
-            "BDI",
-            "BEL",
-            "BEN",
-            "BFA",
-            "BGD",
-            "BGR",
-            "BHR",
-            "BHS",
-            "BIH",
-            "BLR",
-            "BOL",
-            "BRA",
-            "BRB",
-            "BWA",
-            "CAF",
-            "CHE",
-            "CHL",
-            "CHN",
-            "CIV",
-            "CMR",
-            "CN",
-            "COL",
-            "COM",
-            "CPV",
-            "CRI",
-            "CUB",
-            "CYM",
-            "CYP",
-            "CZE",
-            "DEU",
-            "DJI",
-            "DMA",
-            "DNK",
-            "DOM",
-            "DZA",
-            "ECU",
-            "EGY",
-            "ESP",
-            "EST",
-            "ETH",
-            "FIN",
-            "FJI",
-            "FRA",
-            "FRO",
-            "GAB",
-            "GBR",
-            "GEO",
-            "GGY",
-            "GHA",
-            "GIB",
-            "GLP",
-            "GNB",
-            "GRC",
-            "GTM",
-            "GUY",
-            "HKG",
-            "HND",
-            "HRV",
-            "HUN",
-            "IDN",
-            "IMN",
-            "IND",
-            "IRL",
-            "IRN",
-            "IRQ",
-            "ISL",
-            "ISR",
-            "ITA",
-            "JAM",
-            "JEY",
-            "JOR",
-            "JPN",
-            "KAZ",
-            "KEN",
-            "KHM",
-            "KIR",
-            "KNA",
-            "KOR",
-            "KWT",
-            "LAO",
-            "LBN",
-            "LBY",
-            "LCA",
-            "LIE",
-            "LKA",
-            "LTU",
-            "LUX",
-            "LVA",
-            "MAC",
-            "MAR",
-            "MCO",
-            "MDG",
-            "MDV",
-            "MEX",
-            "MKD",
-            "MLI",
-            "MLT",
-            "MMR",
-            "MNE",
-            "MOZ",
-            "MRT",
-            "MUS",
-            "MWI",
-            "MYS",
-            "MYT",
-            "NAM",
-            "NCL",
-            "NGA",
-            "NIC",
-            "NLD",
-            "NOR",
-            "NPL",
-            "NZL",
-            "OMN",
-            "PAK",
-            "PAN",
-            "PER",
-            "PHL",
-            "PLW",
-            "POL",
-            "PRI",
-            "PRT",
-            "PRY",
-            "PYF",
-            "QAT",
-            "ROU",
-            "RUS",
-            "RWA",
-            "SAU",
-            "SDN",
-            "SEN",
-            "SGP",
-            "SLE",
-            "SLV",
-            "SMR",
-            "SRB",
-            "STP",
-            "SUR",
-            "SVK",
-            "SVN",
-            "SWE",
-            "SYC",
-            "SYR",
-            "TGO",
-            "THA",
-            "TJK",
-            "TMP",
-            "TUN",
-            "TUR",
-            "TWN",
-            "TZA",
-            "UGA",
-            "UKR",
-            "UMI",
-            "URY",
-            "USA",
-            "UZB",
-            "VEN",
-            "VGB",
-            "VNM",
-            "ZAF",
-            "ZMB",
-            "ZWE"
-        ],
-        "customer_type": [
-            "Contract",
-            "Group",
-            "Transient",
-            "Transient-Party"
-        ],
-        "deposit_type": [
-            "No Deposit",
-            "Non Refund",
-            "Refundable"
-        ],
-        "distribution_channel": [
-            "Corporate",
-            "Direct",
-            "GDS",
-            "TA/TO",
-            "Undefined"
-        ],
-        "hotel": [
-            "City Hotel",
-            "Resort Hotel"
-        ],
-        "market_segment": [
-            "Aviation",
-            "Complementary",
-            "Corporate",
-            "Direct",
-            "Groups",
-            "Offline TA/TO",
-            "Online TA",
-            "Undefined"
-        ],
-        "meal": [
-            "BB",
-            "FB",
-            "HB",
-            "SC",
-            "Undefined"
-        ],
-        "reservation_status": [
-            "Canceled",
-            "Check-Out",
-            "No-Show"
-        ],
-        "reservation_status_date": "string",
-        "reserved_room_type": [
-            "A",
-            "B",
-            "C",
-            "D",
-            "E",
-            "F",
-            "G",
-            "H",
-            "L",
-            "P"
-        ]
-    }
-}
\ No newline at end of file
+{
+  "name": "Hotel Booking Demand",
+  "source": "https://www.kaggle.com/datasets/jessemostipak/hotel-booking-demand/data",
+  "data_intro": "This dataset contains hotel booking data for a city hotel and a resort hotel, providing details on booking dates, stay duration, guest count, cancellation trends, and pricing. It is useful for demand forecasting, revenue management, and customer behavior analysis.",
+  "is_splited": false,
+  "overall_size": 119390,
+  "train_size": 0,
+  "test_size": 0,
+  "c_classes": 11,
+  "n_classes": 19,
+  "cat_feature_intro": {
+    "hotel": "Type of hotel (City Hotel or Resort Hotel).",
+    "arrival_date_month": "Month of arrival for the booking.",
+    "meal": "Type of meal plan booked (e.g., Breakfast included, Half board, Full board).",
+    "country": "Country of origin of the guest.",
+    "market_segment": "Booking distribution channel (e.g., direct, corporate, travel agent).",
+    "distribution_channel": "Channel through which the booking was made (e.g., online travel agents, direct).",
+    "reserved_room_type": "Type of room reserved by the guest before any changes.",
+    "assigned_room_type": "Final room type assigned to the guest.",
+    "deposit_type": "Indicates if a deposit was made and its type (e.g., No Deposit, Refundable, Non-Refundable).",
+    "customer_type": "Type of customer (e.g., transient, group, contract).",
+    "reservation_status": "Final status of the booking (e.g., Canceled, Checked-out, No-show)."
+  },
+  "num_feature_intro": {
+    "lead_time": "Number of days between booking and arrival.",
+    "arrival_date_year": "Year of arrival for the booking.",
+    "arrival_date_week_number": "Week number of the arrival date.",
+    "arrival_date_day_of_month": "Day of the month of arrival.",
+    "stays_in_weekend_nights": "Number of weekend nights (Saturday or Sunday) the guest stayed.",
+    "stays_in_week_nights": "Number of weekday nights (Monday to Friday) the guest stayed.",
+    "adults": "Number of adults included in the booking.",
+    "children": "Number of children included in the booking.",
+    "babies": "Number of babies included in the booking.",
+    "is_repeated_guest": "Indicates whether the guest is a returning customer (1) or not (0).",
+    "previous_cancellations": "Number of times the guest has canceled previous bookings.",
+    "previous_bookings_not_canceled": "Number of previous bookings not canceled by the guest.",
+    "booking_changes": "Number of changes made to the booking.",
+    "agent": "ID of the booking agent (if applicable).",
+    "company": "ID of the company making the booking (if applicable).",
+    "days_in_waiting_list": "Number of days the booking was on the waiting list before confirmation.",
+    "adr": "Average daily rate (price per night per room).",
+    "required_car_parking_spaces": "Number of car parking spaces required by the guest.",
+    "total_of_special_requests": "Number of special requests made by the guest (e.g., high floor, twin beds)."
+  },
+  "evaluation_metric": null,
+  "task_type": "classification",
+  "target": "reservation_status",
+  "num_feature_value": {
+    "adr": [
+      -6.38,
+      5400.0
+    ],
+    "adults": [
+      0.0,
+      55.0
+    ],
+    "agent": [
+      1.0,
+      535.0
+    ],
+    "arrival_date_day_of_month": [
+      1.0,
+      31.0
+    ],
+    "arrival_date_week_number": [
+      1.0,
+      53.0
+    ],
+    "arrival_date_year": [
+      2015.0,
+      2017.0
+    ],
+    "babies": [
+      0.0,
+      10.0
+    ],
+    "booking_changes": [
+      0.0,
+      21.0
+    ],
+    "children": [
+      0.0,
+      10.0
+    ],
+    "company": [
+      6.0,
+      543.0
+    ],
+    "days_in_waiting_list": [
+      0.0,
+      391.0
+    ],
+    "is_repeated_guest": [
+      0.0,
+      1.0
+    ],
+    "lead_time": [
+      0.0,
+      737.0
+    ],
+    "previous_bookings_not_canceled": [
+      0.0,
+      72.0
+    ],
+    "previous_cancellations": [
+      0.0,
+      26.0
+    ],
+    "required_car_parking_spaces": [
+      0.0,
+      8.0
+    ],
+    "stays_in_week_nights": [
+      0.0,
+      50.0
+    ],
+    "stays_in_weekend_nights": [
+      0.0,
+      19.0
+    ],
+    "total_of_special_requests": [
+      0.0,
+      5.0
+    ]
+  },
+  "cat_feature_value": {
+    "arrival_date_month": [
+      "April",
+      "August",
+      "December",
+      "February",
+      "January",
+      "July",
+      "June",
+      "March",
+      "May",
+      "November",
+      "October",
+      "September"
+    ],
+    "assigned_room_type": [
+      "A",
+      "B",
+      "C",
+      "D",
+      "E",
+      "F",
+      "G",
+      "H",
+      "I",
+      "K",
+      "L",
+      "P"
+    ],
+    "country": [
+      "ABW",
+      "AGO",
+      "AIA",
+      "ALB",
+      "AND",
+      "ARE",
+      "ARG",
+      "ARM",
+      "ASM",
+      "ATA",
+      "ATF",
+      "AUS",
+      "AUT",
+      "AZE",
+      "BDI",
+      "BEL",
+      "BEN",
+      "BFA",
+      "BGD",
+      "BGR",
+      "BHR",
+      "BHS",
+      "BIH",
+      "BLR",
+      "BOL",
+      "BRA",
+      "BRB",
+      "BWA",
+      "CAF",
+      "CHE",
+      "CHL",
+      "CHN",
+      "CIV",
+      "CMR",
+      "CN",
+      "COL",
+      "COM",
+      "CPV",
+      "CRI",
+      "CUB",
+      "CYM",
+      "CYP",
+      "CZE",
+      "DEU",
+      "DJI",
+      "DMA",
+      "DNK",
+      "DOM",
+      "DZA",
+      "ECU",
+      "EGY",
+      "ESP",
+      "EST",
+      "ETH",
+      "FIN",
+      "FJI",
+      "FRA",
+      "FRO",
+      "GAB",
+      "GBR",
+      "GEO",
+      "GGY",
+      "GHA",
+      "GIB",
+      "GLP",
+      "GNB",
+      "GRC",
+      "GTM",
+      "GUY",
+      "HKG",
+      "HND",
+      "HRV",
+      "HUN",
+      "IDN",
+      "IMN",
+      "IND",
+      "IRL",
+      "IRN",
+      "IRQ",
+      "ISL",
+      "ISR",
+      "ITA",
+      "JAM",
+      "JEY",
+      "JOR",
+      "JPN",
+      "KAZ",
+      "KEN",
+      "KHM",
+      "KIR",
+      "KNA",
+      "KOR",
+      "KWT",
+      "LAO",
+      "LBN",
+      "LBY",
+      "LCA",
+      "LIE",
+      "LKA",
+      "LTU",
+      "LUX",
+      "LVA",
+      "MAC",
+      "MAR",
+      "MCO",
+      "MDG",
+      "MDV",
+      "MEX",
+      "MKD",
+      "MLI",
+      "MLT",
+      "MMR",
+      "MNE",
+      "MOZ",
+      "MRT",
+      "MUS",
+      "MWI",
+      "MYS",
+      "MYT",
+      "NAM",
+      "NCL",
+      "NGA",
+      "NIC",
+      "NLD",
+      "NOR",
+      "NPL",
+      "NZL",
+      "OMN",
+      "PAK",
+      "PAN",
+      "PER",
+      "PHL",
+      "PLW",
+      "POL",
+      "PRI",
+      "PRT",
+      "PRY",
+      "PYF",
+      "QAT",
+      "ROU",
+      "RUS",
+      "RWA",
+      "SAU",
+      "SDN",
+      "SEN",
+      "SGP",
+      "SLE",
+      "SLV",
+      "SMR",
+      "SRB",
+      "STP",
+      "SUR",
+      "SVK",
+      "SVN",
+      "SWE",
+      "SYC",
+      "SYR",
+      "TGO",
+      "THA",
+      "TJK",
+      "TMP",
+      "TUN",
+      "TUR",
+      "TWN",
+      "TZA",
+      "UGA",
+      "UKR",
+      "UMI",
+      "URY",
+      "USA",
+      "UZB",
+      "VEN",
+      "VGB",
+      "VNM",
+      "ZAF",
+      "ZMB",
+      "ZWE"
+    ],
+    "customer_type": [
+      "Contract",
+      "Group",
+      "Transient",
+      "Transient-Party"
+    ],
+    "deposit_type": [
+      "No Deposit",
+      "Non Refund",
+      "Refundable"
+    ],
+    "distribution_channel": [
+      "Corporate",
+      "Direct",
+      "GDS",
+      "TA/TO",
+      "Undefined"
+    ],
+    "hotel": [
+      "City Hotel",
+      "Resort Hotel"
+    ],
+    "market_segment": [
+      "Aviation",
+      "Complementary",
+      "Corporate",
+      "Direct",
+      "Groups",
+      "Offline TA/TO",
+      "Online TA",
+      "Undefined"
+    ],
+    "meal": [
+      "BB",
+      "FB",
+      "HB",
+      "SC",
+      "Undefined"
+    ],
+    "reservation_status": [
+      "Canceled",
+      "Check-Out",
+      "No-Show"
+    ],
+    "reserved_room_type": [
+      "A",
+      "B",
+      "C",
+      "D",
+      "E",
+      "F",
+      "G",
+      "H",
+      "L",
+      "P"
+    ]
+  }
+}
diff --git a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_006/test_current.csv b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_006/test_current.csv
index 4accbefbbf9f34ee2c27c0b553f8fc832ae43620..29d88e798014659e1f93b1a98d0cd29ef2257792 100644
--- a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_006/test_current.csv
+++ b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_006/test_current.csv
@@ -1,2 +1,2 @@
-hotel,is_canceled,lead_time,arrival_date_year,arrival_date_month,arrival_date_week_number,arrival_date_day_of_month,stays_in_weekend_nights,stays_in_week_nights,adults,children,babies,meal,country,market_segment,distribution_channel,is_repeated_guest,previous_cancellations,previous_bookings_not_canceled,reserved_room_type,assigned_room_type,booking_changes,deposit_type,agent,company,days_in_waiting_list,customer_type,adr,required_car_parking_spaces,total_of_special_requests,reservation_status,reservation_status_date
-Resort Hotel,0,0,2015,November,48,24,0,1,1,0.0,0,BB,PRT,Online TA,TA/TO,1,0,0,A,A,0,No Deposit,241.0,,0,Transient,36.96,0,0,Check-Out,2015-11-25
+hotel,lead_time,arrival_date_year,arrival_date_month,arrival_date_week_number,arrival_date_day_of_month,stays_in_weekend_nights,stays_in_week_nights,adults,children,babies,meal,country,market_segment,distribution_channel,is_repeated_guest,previous_cancellations,previous_bookings_not_canceled,reserved_room_type,assigned_room_type,booking_changes,deposit_type,agent,company,days_in_waiting_list,customer_type,adr,required_car_parking_spaces,total_of_special_requests,reservation_status
+Resort Hotel,0,2015,November,48,24,0,1,1,0.0,0,BB,PRT,Online TA,TA/TO,1,0,0,A,A,0,No Deposit,241.0,,0,Transient,36.96,0,0,Check-Out
diff --git a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_007/Hotel_booking_demand_B4_007_current.json b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_007/Hotel_booking_demand_B4_007_current.json
index dd3dca603c68899ef53f4e5df908b00f24a10bbf..1198b811d324fa3194107ab6932dc1ebd5bd1931 100644
--- a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_007/Hotel_booking_demand_B4_007_current.json
+++ b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_007/Hotel_booking_demand_B4_007_current.json
@@ -1,7453 +1,7053 @@
 {
-    "id": "007",
-    "task_type": "B4",
-    "subtask_type": "filter",
-    "perspective": "data_holder",
-    "dataset_name": "Hotel booking demand",
-    "table_path": "output/daily/classification/Hotel booking demand_B4/Hotel booking demand_B4_007/test.csv",
-    "query": "To better manage our high-season inventory, we need to understand which long-lead-time bookings are most stable. Looking at the trends in the new batch of data , pull out all reservations for the 'City Hotel' with a 'lead time' greater than 300 days. Among these, highlight the ones that were eventually canceled, as these pose the biggest risk to our revenue planning.",
-    "meta_info": {
-        "domain": "daily"
+  "id": "007",
+  "task_type": "B4",
+  "subtask_type": "filter",
+  "perspective": "data_holder",
+  "dataset_name": "Hotel booking demand",
+  "table_path": "output/daily/classification/Hotel booking demand_B4/Hotel booking demand_B4_007/test.csv",
+  "query": "To better manage our high-season inventory, we need to understand which long-lead-time bookings are most stable. Looking at the trends in the new batch of data , pull out all reservations for the 'City Hotel' with a 'lead time' greater than 300 days. Among these, highlight the ones that were eventually canceled, as these pose the biggest risk to our revenue planning.",
+  "meta_info": {
+    "domain": "daily"
+  },
+  "final_decision": {},
+  "what_if": {},
+  "ground_truth": {
+    "extracted_features": [
+      {
+        "scenario_id": "002",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 20,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 11,
+          "arrival_date_day_of_month": 13,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 2,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "FRA",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": 254.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 153.67,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "004",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 131,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 21,
+          "arrival_date_day_of_month": 23,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 5,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "GBR",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "C",
+          "assigned_room_type": "C",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": 250.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 131.63,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "010",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 55,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 28,
+          "arrival_date_day_of_month": 7,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Corporate",
+          "distribution_channel": "Corporate",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": 219.0,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 79.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "014",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 140,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 32,
+          "arrival_date_day_of_month": 31,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "FRA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 113.9,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "017",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 1,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 37,
+          "arrival_date_day_of_month": 6,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 0,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 1.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 6.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "024",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 167,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 18,
+          "arrival_date_day_of_month": 6,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 5,
+          "adults": 3,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "BRA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 174.21,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "028",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 15,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 31,
+          "arrival_date_day_of_month": 2,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 4,
+          "adults": 2,
+          "children": 2.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "C",
+          "assigned_room_type": "C",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 264.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "030",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 68,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 28,
+          "arrival_date_day_of_month": 4,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 6.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 107.95,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "031",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 99,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "January",
+          "arrival_date_week_number": 3,
+          "arrival_date_day_of_month": 12,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 10,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 242.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 41.4,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "034",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 132,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 24,
+          "arrival_date_day_of_month": 15,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 110.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "038",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 192,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 43,
+          "arrival_date_day_of_month": 21,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 29.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 95.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "042",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 53,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 12,
+          "arrival_date_day_of_month": 17,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 3,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "GBR",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 10.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 81.7,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "043",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 0,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "January",
+          "arrival_date_week_number": 4,
+          "arrival_date_day_of_month": 22,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 45.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "046",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 2,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "November",
+          "arrival_date_week_number": 49,
+          "arrival_date_day_of_month": 27,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "TUR",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 89.89,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "047",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 282,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 41,
+          "arrival_date_day_of_month": 10,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "SWE",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "F",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 21.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 76.67,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "049",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 249,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 21,
+          "arrival_date_day_of_month": 24,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 4,
+          "adults": 3,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 157.5,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "051",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 80,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 27,
+          "arrival_date_day_of_month": 7,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "DNK",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 14.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 108.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "053",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 265,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 28,
+          "arrival_date_day_of_month": 9,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 1,
+          "previous_cancellations": 1,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 1.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 62.8,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "055",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 155,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 27,
+          "arrival_date_day_of_month": 27,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "BEL",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 96.3,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "056",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 145,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "February",
+          "arrival_date_week_number": 9,
+          "arrival_date_day_of_month": 26,
+          "stays_in_weekend_nights": 4,
+          "stays_in_week_nights": 7,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 40.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Contract",
+          "adr": 36.72,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "057",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 167,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 31,
+          "arrival_date_day_of_month": 4,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "DEU",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "E",
+          "assigned_room_type": "E",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 166.5,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "062",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 143,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 23,
+          "arrival_date_day_of_month": 2,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "IRL",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 72.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "065",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 173,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 28,
+          "arrival_date_day_of_month": 8,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "ITA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 85.5,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "066",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 181,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 42,
+          "arrival_date_day_of_month": 11,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "FRA",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 234.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 120.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "067",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 303,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 36,
+          "arrival_date_day_of_month": 1,
+          "stays_in_weekend_nights": 4,
+          "stays_in_week_nights": 10,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "IRL",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "E",
+          "assigned_room_type": "E",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 171.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 90.06,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "068",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 175,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 28,
+          "arrival_date_day_of_month": 15,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "CN",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 107.1,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "069",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 2,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 21,
+          "arrival_date_day_of_month": 21,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 27.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 157.25,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "072",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 303,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 34,
+          "arrival_date_day_of_month": 19,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 21.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 78.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "077",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 9,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 14,
+          "arrival_date_day_of_month": 7,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "E",
+          "assigned_room_type": "E",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 115.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "082",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 122,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 18,
+          "arrival_date_day_of_month": 29,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "ITA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 95.2,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "083",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 2,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 45,
+          "arrival_date_day_of_month": 30,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 0,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "E",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 66.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "089",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 66,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "December",
+          "arrival_date_week_number": 49,
+          "arrival_date_day_of_month": 5,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "FB",
+          "country": "ESP",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 155.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 64.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "090",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 28,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "November",
+          "arrival_date_week_number": 45,
+          "arrival_date_day_of_month": 2,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "POL",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 120.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "096",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 1,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "December",
+          "arrival_date_week_number": 50,
+          "arrival_date_day_of_month": 12,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "PRT",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 79.0,
+          "required_car_parking_spaces": 1,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "101",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 197,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 18,
+          "arrival_date_day_of_month": 30,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "AUT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 298.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 85.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "103",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 63,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 34,
+          "arrival_date_day_of_month": 23,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "CHE",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 14.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 119.4,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "105",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 203,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 21,
+          "arrival_date_day_of_month": 25,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 5,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": 223.0,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 59.71,
+          "required_car_parking_spaces": 1,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "106",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 139,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 28,
+          "arrival_date_day_of_month": 13,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 3,
+          "adults": 3,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 152.1,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "107",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 135,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 26,
+          "arrival_date_day_of_month": 30,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 30.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 120.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "108",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 71,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 41,
+          "arrival_date_day_of_month": 8,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 250.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Contract",
+          "adr": 48.0,
+          "required_car_parking_spaces": 1,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "109",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 44,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 25,
+          "arrival_date_day_of_month": 19,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 5,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "NOR",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 7.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 112.91,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "110",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 212,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 31,
+          "arrival_date_day_of_month": 27,
+          "stays_in_weekend_nights": 4,
+          "stays_in_week_nights": 10,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 90.95,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "111",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 29,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 36,
+          "arrival_date_day_of_month": 30,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 122.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "112",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 53,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 10,
+          "arrival_date_day_of_month": 5,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 5,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 298.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 30.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "113",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 35,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 32,
+          "arrival_date_day_of_month": 8,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 229.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 90.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "118",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 10,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 40,
+          "arrival_date_day_of_month": 1,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 5,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "FRA",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 2,
+          "deposit_type": "No Deposit",
+          "agent": 14.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 171.71,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "119",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 1,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 33,
+          "arrival_date_day_of_month": 7,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 0,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "NLD",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 98.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "120",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 22,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 13,
+          "arrival_date_day_of_month": 20,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 0,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 91.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "121",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 0,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "December",
+          "arrival_date_week_number": 50,
+          "arrival_date_day_of_month": 7,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "FRA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 98.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "125",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 181,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 21,
+          "arrival_date_day_of_month": 25,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 130.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "128",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 46,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "January",
+          "arrival_date_week_number": 1,
+          "arrival_date_day_of_month": 1,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 0,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 65.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "130",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 44,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 16,
+          "arrival_date_day_of_month": 20,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "ITA",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": 1.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 106.67,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "138",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 16,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 16,
+          "arrival_date_day_of_month": 12,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 144.67,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "140",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 9,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "December",
+          "arrival_date_week_number": 51,
+          "arrival_date_day_of_month": 16,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "GDS",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 195.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 86.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "142",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 277,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 29,
+          "arrival_date_day_of_month": 12,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 5,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 92.57,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "143",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 372,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 29,
+          "arrival_date_day_of_month": 14,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 1.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 62.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "153",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 77,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 28,
+          "arrival_date_day_of_month": 11,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "GBR",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 120.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "154",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 104,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 18,
+          "arrival_date_day_of_month": 28,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 7,
+          "adults": 2,
+          "children": 2.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "CHE",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "G",
+          "assigned_room_type": "G",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 250.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 99.22,
+          "required_car_parking_spaces": 1,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "158",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 26,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "February",
+          "arrival_date_week_number": 7,
+          "arrival_date_day_of_month": 9,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 5,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "PRT",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "I",
+          "booking_changes": 5,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": 364.0,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 0.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "161",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 12,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 43,
+          "arrival_date_day_of_month": 21,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 1.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "DEU",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 180.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "162",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 28,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 16,
+          "arrival_date_day_of_month": 21,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "USA",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "D",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": 14.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 93.5,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "163",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 23,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 43,
+          "arrival_date_day_of_month": 20,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "GBR",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 119.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "168",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 2,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 24,
+          "arrival_date_day_of_month": 11,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 0,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 10.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 100.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "170",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 377,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 42,
+          "arrival_date_day_of_month": 14,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "DEU",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 6.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 115.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "171",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 164,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 40,
+          "arrival_date_day_of_month": 30,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "BEL",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 126.9,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "172",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 60,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "January",
+          "arrival_date_week_number": 3,
+          "arrival_date_day_of_month": 16,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 5,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "E",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": 6.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 26.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "174",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 2,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "November",
+          "arrival_date_week_number": 48,
+          "arrival_date_day_of_month": 26,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 250.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 38.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "176",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 38,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "November",
+          "arrival_date_week_number": 46,
+          "arrival_date_day_of_month": 10,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "FIN",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 145.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "180",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 134,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 34,
+          "arrival_date_day_of_month": 18,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "CN",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 179.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "181",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 55,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 27,
+          "arrival_date_day_of_month": 26,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 0,
+          "adults": 3,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 14.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 148.8,
+          "required_car_parking_spaces": 1,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "182",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 222,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 25,
+          "arrival_date_day_of_month": 13,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 5,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "E",
+          "assigned_room_type": "F",
+          "booking_changes": 3,
+          "deposit_type": "No Deposit",
+          "agent": 250.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 93.5,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "184",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 217,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "December",
+          "arrival_date_week_number": 50,
+          "arrival_date_day_of_month": 5,
+          "stays_in_weekend_nights": 3,
+          "stays_in_week_nights": 7,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "BRA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 7.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 46.63,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "187",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 130,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 27,
+          "arrival_date_day_of_month": 28,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 5,
+          "adults": 3,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "BRA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "D",
+          "booking_changes": 4,
+          "deposit_type": "No Deposit",
+          "agent": 7.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 125.51,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "191",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 2,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 23,
+          "arrival_date_day_of_month": 30,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 2,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "ESP",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 175.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 68.8,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "192",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 102,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 24,
+          "arrival_date_day_of_month": 5,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 0,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 1.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 65.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "196",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 178,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 33,
+          "arrival_date_day_of_month": 10,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 4,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 1,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "E",
+          "assigned_room_type": "E",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 5.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 119.25,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "197",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 305,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 40,
+          "arrival_date_day_of_month": 1,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 1,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 35.0,
+          "company": null,
+          "days_in_waiting_list": 17,
+          "customer_type": "Transient",
+          "adr": 100.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "198",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 81,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 28,
+          "arrival_date_day_of_month": 12,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "NOR",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 150.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "203",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 81,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 27,
+          "arrival_date_day_of_month": 30,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "CHL",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 103.5,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "207",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 40,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 28,
+          "arrival_date_day_of_month": 11,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 5,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 242.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 166.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "211",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 129,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 28,
+          "arrival_date_day_of_month": 10,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 4,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "FB",
+          "country": "ESP",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 5.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 157.5,
+          "required_car_parking_spaces": 1,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "213",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 332,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 39,
+          "arrival_date_day_of_month": 22,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 7.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 77.23,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "214",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 343,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 39,
+          "arrival_date_day_of_month": 25,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 1,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 1.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 170.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "215",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 255,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "November",
+          "arrival_date_week_number": 46,
+          "arrival_date_day_of_month": 12,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 5,
+          "adults": 0,
+          "children": 2.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "TUR",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "B",
+          "assigned_room_type": "B",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 72.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "216",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 166,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 29,
+          "arrival_date_day_of_month": 15,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "FB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 24,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 121.5,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "217",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 4,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "January",
+          "arrival_date_week_number": 5,
+          "arrival_date_day_of_month": 26,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Corporate",
+          "distribution_channel": "Corporate",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 38.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "224",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 30,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 10,
+          "arrival_date_day_of_month": 4,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 2,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 88.4,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "226",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 133,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 16,
+          "arrival_date_day_of_month": 19,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 4,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "ISL",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 390.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 124.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "229",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 4,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 28,
+          "arrival_date_day_of_month": 6,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "USA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 151.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "236",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 55,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 15,
+          "arrival_date_day_of_month": 6,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 56.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 104.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "240",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 12,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 11,
+          "arrival_date_day_of_month": 8,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Corporate",
+          "distribution_channel": "Corporate",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": 82.0,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 30.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "244",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 1,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 37,
+          "arrival_date_day_of_month": 6,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 0,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "FRA",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "B",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 1.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 75.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "245",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 104,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 20,
+          "arrival_date_day_of_month": 16,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "USA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 117.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "246",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 140,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "November",
+          "arrival_date_week_number": 47,
+          "arrival_date_day_of_month": 18,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "D",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": 29.0,
+          "company": null,
+          "days_in_waiting_list": 87,
+          "customer_type": "Transient-Party",
+          "adr": 65.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "248",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 393,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 16,
+          "arrival_date_day_of_month": 22,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 229.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 90.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "249",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 3,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 23,
+          "arrival_date_day_of_month": 5,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 5,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "AUT",
+          "market_segment": "Aviation",
+          "distribution_channel": "Corporate",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": 153.0,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 95.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "255",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 0,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 25,
+          "arrival_date_day_of_month": 13,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 121.0,
+          "required_car_parking_spaces": 1,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "256",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 0,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 18,
+          "arrival_date_day_of_month": 30,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "F",
+          "assigned_room_type": "F",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 250.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 101.0,
+          "required_car_parking_spaces": 1,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "257",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 46,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 25,
+          "arrival_date_day_of_month": 20,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 229.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 90.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "259",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 13,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 24,
+          "arrival_date_day_of_month": 8,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "SGP",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 121.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "260",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 192,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 26,
+          "arrival_date_day_of_month": 24,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "SRB",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 34.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 95.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "263",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 233,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 26,
+          "arrival_date_day_of_month": 29,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "DEU",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 111.06,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "272",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 140,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 24,
+          "arrival_date_day_of_month": 12,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 1.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "CHN",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 164.0,
+          "required_car_parking_spaces": 1,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "273",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 77,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 40,
+          "arrival_date_day_of_month": 28,
+          "stays_in_weekend_nights": 3,
+          "stays_in_week_nights": 7,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "GBR",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 40.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Contract",
+          "adr": 72.1,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "274",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 80,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 22,
+          "arrival_date_day_of_month": 2,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 2.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "G",
+          "assigned_room_type": "G",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 7.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 250.96,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "276",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 44,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 22,
+          "arrival_date_day_of_month": 23,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Complementary",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 0.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "279",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 320,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 22,
+          "arrival_date_day_of_month": 3,
+          "stays_in_weekend_nights": 4,
+          "stays_in_week_nights": 10,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 40.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Contract",
+          "adr": 68.4,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "280",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 626,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "November",
+          "arrival_date_week_number": 46,
+          "arrival_date_day_of_month": 7,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 1.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 62.8,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "281",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 59,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 27,
+          "arrival_date_day_of_month": 1,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 138.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 85.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "282",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 212,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 21,
+          "arrival_date_day_of_month": 22,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 5,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "BRA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 114.56,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "283",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 48,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 14,
+          "arrival_date_day_of_month": 28,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "RUS",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 14.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 80.1,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "284",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 11,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 25,
+          "arrival_date_day_of_month": 14,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 10.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 78.8,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "286",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 6,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 12,
+          "arrival_date_day_of_month": 17,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "ESP",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "D",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": 66.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 26.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "288",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 23,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 42,
+          "arrival_date_day_of_month": 11,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 0,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Contract",
+          "adr": 114.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "292",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 24,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 23,
+          "arrival_date_day_of_month": 4,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "ISR",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 170.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "293",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 0,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "January",
+          "arrival_date_week_number": 4,
+          "arrival_date_day_of_month": 19,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Corporate",
+          "distribution_channel": "Corporate",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 65.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "297",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 223,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 34,
+          "arrival_date_day_of_month": 24,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 3,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "DEU",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 172.8,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "298",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 209,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 33,
+          "arrival_date_day_of_month": 7,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 1,
+          "adults": 3,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "DNK",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 8.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 127.8,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "299",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 4,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 23,
+          "arrival_date_day_of_month": 31,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "FRA",
+          "market_segment": "Corporate",
+          "distribution_channel": "Corporate",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": 260.0,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 121.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "302",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 6,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 9,
+          "arrival_date_day_of_month": 1,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 4,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "BEL",
+          "market_segment": "Groups",
+          "distribution_channel": "Corporate",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 3,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": 223.0,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 37.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "303",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 11,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 29,
+          "arrival_date_day_of_month": 17,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "ESP",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 155.5,
+          "required_car_parking_spaces": 1,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "304",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 7,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 34,
+          "arrival_date_day_of_month": 19,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 4,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "ESP",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "B",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 67.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "305",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 145,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 31,
+          "arrival_date_day_of_month": 30,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 2,
+          "adults": 3,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "ITA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "D",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 134.3,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "306",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 5,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 39,
+          "arrival_date_day_of_month": 20,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 0,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "E",
+          "assigned_room_type": "E",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": 14.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 146.0,
+          "required_car_parking_spaces": 1,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "310",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 333,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 39,
+          "arrival_date_day_of_month": 20,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 1,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 58.0,
+          "company": null,
+          "days_in_waiting_list": 19,
+          "customer_type": "Transient",
+          "adr": 90.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "311",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 81,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 19,
+          "arrival_date_day_of_month": 1,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "NLD",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 119.85,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "313",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 4,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 22,
+          "arrival_date_day_of_month": 28,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "PRT",
+          "market_segment": "Corporate",
+          "distribution_channel": "Corporate",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": 408.0,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 65.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "314",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 23,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 29,
+          "arrival_date_day_of_month": 13,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 4,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 161.1,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "320",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 89,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 28,
+          "arrival_date_day_of_month": 5,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 8.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 114.3,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "323",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 78,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 15,
+          "arrival_date_day_of_month": 7,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 2.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "RUS",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "F",
+          "assigned_room_type": "F",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 177.3,
+          "required_car_parking_spaces": 1,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "324",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 365,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 42,
+          "arrival_date_day_of_month": 17,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 1,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 1.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 62.8,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "325",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 138,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 33,
+          "arrival_date_day_of_month": 10,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 0,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "E",
+          "assigned_room_type": "I",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 0.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "330",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 2,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 11,
+          "arrival_date_day_of_month": 10,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": null,
+          "market_segment": "Corporate",
+          "distribution_channel": "Corporate",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 1,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 146.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 42.0,
+          "required_car_parking_spaces": 1,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "331",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 53,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 39,
+          "arrival_date_day_of_month": 18,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 0,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "DEU",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 27.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 94.5,
+          "required_car_parking_spaces": 1,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "332",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 111,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 34,
+          "arrival_date_day_of_month": 24,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 3,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 195.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "333",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 315,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 30,
+          "arrival_date_day_of_month": 28,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "DEU",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 89.1,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "335",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 8,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 10,
+          "arrival_date_day_of_month": 3,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 48.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "342",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 40,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 27,
+          "arrival_date_day_of_month": 30,
+          "stays_in_weekend_nights": 4,
+          "stays_in_week_nights": 10,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "AGO",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "G",
+          "assigned_room_type": "G",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 14.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 244.43,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "No-Show"
+        }
+      },
+      {
+        "scenario_id": "343",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 10,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 12,
+          "arrival_date_day_of_month": 14,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 2,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Corporate",
+          "distribution_channel": "Corporate",
+          "is_repeated_guest": 1,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 1,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 2,
+          "deposit_type": "No Deposit",
+          "agent": 139.0,
+          "company": 99.0,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 37.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "345",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 256,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 25,
+          "arrival_date_day_of_month": 15,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "DEU",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 6.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 115.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "346",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 161,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 30,
+          "arrival_date_day_of_month": 28,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 177.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 141.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "347",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 36,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "November",
+          "arrival_date_week_number": 47,
+          "arrival_date_day_of_month": 20,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "FB",
+          "country": "ESP",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "C",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 38.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 64.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "349",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 336,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 19,
+          "arrival_date_day_of_month": 13,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "GBR",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 108.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "356",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 12,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 39,
+          "arrival_date_day_of_month": 18,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "DEU",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 171.33,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "361",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 447,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 40,
+          "arrival_date_day_of_month": 29,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 1.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 62.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "362",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 42,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 24,
+          "arrival_date_day_of_month": 17,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 4,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "NOR",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 133.33,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "363",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 34,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 32,
+          "arrival_date_day_of_month": 5,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 1.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 62.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "364",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 140,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "February",
+          "arrival_date_week_number": 7,
+          "arrival_date_day_of_month": 12,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 50.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "365",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 17,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 31,
+          "arrival_date_day_of_month": 29,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 1.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "ISR",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 129.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "367",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 163,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 38,
+          "arrival_date_day_of_month": 13,
+          "stays_in_weekend_nights": 4,
+          "stays_in_week_nights": 7,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 243.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Contract",
+          "adr": 62.48,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "371",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 7,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 10,
+          "arrival_date_day_of_month": 2,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": 94.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 65.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "372",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 27,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 11,
+          "arrival_date_day_of_month": 6,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "FRA",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 28.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 66.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "378",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 328,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 37,
+          "arrival_date_day_of_month": 10,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 1,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 1.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Contract",
+          "adr": 62.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "379",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 26,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 11,
+          "arrival_date_day_of_month": 7,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 4,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "FRA",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 28.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 87.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "381",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 17,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 43,
+          "arrival_date_day_of_month": 17,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 60.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "382",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 144,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 21,
+          "arrival_date_day_of_month": 18,
+          "stays_in_weekend_nights": 4,
+          "stays_in_week_nights": 9,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "F",
+          "assigned_room_type": "F",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": 250.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 79.05,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "385",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 141,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 36,
+          "arrival_date_day_of_month": 29,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "ITA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 85.5,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "389",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 14,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "February",
+          "arrival_date_week_number": 6,
+          "arrival_date_day_of_month": 9,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 467.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 38.4,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "390",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 134,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 10,
+          "arrival_date_day_of_month": 9,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 3,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "F",
+          "assigned_room_type": "F",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 241.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 48.43,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "393",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 1,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "February",
+          "arrival_date_week_number": 9,
+          "arrival_date_day_of_month": 27,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 0,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 1,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 2,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 55.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "397",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 264,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 28,
+          "arrival_date_day_of_month": 8,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 1.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 62.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "399",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 89,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 33,
+          "arrival_date_day_of_month": 15,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 5,
+          "adults": 2,
+          "children": 1.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 67.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 145.75,
+          "required_car_parking_spaces": 1,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "401",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 99,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "February",
+          "arrival_date_week_number": 8,
+          "arrival_date_day_of_month": 19,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Corporate",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "E",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": 67.0,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 81.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "402",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 78,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 15,
+          "arrival_date_day_of_month": 7,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 86.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 72.72,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "403",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 1,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 32,
+          "arrival_date_day_of_month": 10,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "USA",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 14.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 190.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "406",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 103,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 19,
+          "arrival_date_day_of_month": 1,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "NLD",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 7,
+          "deposit_type": "No Deposit",
+          "agent": 95.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 47.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "408",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 2,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 16,
+          "arrival_date_day_of_month": 21,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 3,
+          "children": 1.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "H",
+          "assigned_room_type": "H",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 185.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "416",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 106,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 18,
+          "arrival_date_day_of_month": 29,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "ITA",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "B",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": 14.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 94.5,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "418",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 122,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 29,
+          "arrival_date_day_of_month": 19,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 4,
+          "adults": 3,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "DEU",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "E",
+          "assigned_room_type": "E",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 199.13,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "422",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 7,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "December",
+          "arrival_date_week_number": 49,
+          "arrival_date_day_of_month": 2,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "ESP",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 6.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 8.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "427",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 75,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 23,
+          "arrival_date_day_of_month": 4,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "IRL",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 11.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 89.28,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "428",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 278,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 30,
+          "arrival_date_day_of_month": 22,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 1,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 1.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 62.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "429",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 110,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 19,
+          "arrival_date_day_of_month": 9,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 5,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 40.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Contract",
+          "adr": 40.95,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "431",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 69,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "December",
+          "arrival_date_week_number": 53,
+          "arrival_date_day_of_month": 31,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 1.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 199.73,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 3,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "433",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 351,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 26,
+          "arrival_date_day_of_month": 23,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 1.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 62.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "434",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 2,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 25,
+          "arrival_date_day_of_month": 12,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 0,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 108.5,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "436",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 3,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 24,
+          "arrival_date_day_of_month": 12,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Complementary",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "C",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 4.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "438",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 131,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 24,
+          "arrival_date_day_of_month": 16,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "CZE",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 117.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "439",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 86,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "January",
+          "arrival_date_week_number": 4,
+          "arrival_date_day_of_month": 22,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 1,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 29.0,
+          "company": null,
+          "days_in_waiting_list": 35,
+          "customer_type": "Transient",
+          "adr": 85.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "442",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 4,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 16,
+          "arrival_date_day_of_month": 14,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "ARG",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 2,
+          "deposit_type": "No Deposit",
+          "agent": 14.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 110.15,
+          "required_car_parking_spaces": 1,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "444",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 5,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 18,
+          "arrival_date_day_of_month": 29,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Complementary",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 0.0,
+          "required_car_parking_spaces": 1,
+          "total_of_special_requests": 3,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "445",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 9,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 27,
+          "arrival_date_day_of_month": 7,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "FRA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 160.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "447",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 4,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 34,
+          "arrival_date_day_of_month": 18,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "ESP",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "E",
+          "assigned_room_type": "E",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 20.0,
+          "required_car_parking_spaces": 1,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "450",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 84,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 26,
+          "arrival_date_day_of_month": 27,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "IRL",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 120.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "457",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 140,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 17,
+          "arrival_date_day_of_month": 28,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 119.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 130.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "458",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 414,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "December",
+          "arrival_date_week_number": 49,
+          "arrival_date_day_of_month": 5,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 1,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 1.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 60.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "461",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 262,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 22,
+          "arrival_date_day_of_month": 22,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 52.2,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "462",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 142,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 15,
+          "arrival_date_day_of_month": 9,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 4,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "FRA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "E",
+          "assigned_room_type": "E",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 241.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 84.49,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "464",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 294,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 26,
+          "arrival_date_day_of_month": 21,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 5,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "SWE",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 64.8,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "465",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 17,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 44,
+          "arrival_date_day_of_month": 28,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Corporate",
+          "distribution_channel": "Corporate",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 2,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": 317.0,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 63.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "466",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 3,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "February",
+          "arrival_date_week_number": 5,
+          "arrival_date_day_of_month": 4,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 48.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "468",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 76,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "November",
+          "arrival_date_week_number": 45,
+          "arrival_date_day_of_month": 1,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "GBR",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 156.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Contract",
+          "adr": 55.04,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "472",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 433,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 37,
+          "arrival_date_day_of_month": 8,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 3.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 70.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "477",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 322,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 26,
+          "arrival_date_day_of_month": 22,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "POL",
+          "market_segment": "Groups",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 75,
+          "customer_type": "Transient-Party",
+          "adr": 92.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "483",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 12,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "November",
+          "arrival_date_week_number": 48,
+          "arrival_date_day_of_month": 26,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 14.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 83.13,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "484",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 134,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 28,
+          "arrival_date_day_of_month": 8,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 4,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 250.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 84.15,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "487",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 107,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 27,
+          "arrival_date_day_of_month": 2,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 5,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 110.7,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "489",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 183,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 37,
+          "arrival_date_day_of_month": 8,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "FRA",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": 44.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 100.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "491",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 243,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 41,
+          "arrival_date_day_of_month": 6,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 3,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "IRL",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 91.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 55.1,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "499",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 33,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "November",
+          "arrival_date_week_number": 47,
+          "arrival_date_day_of_month": 15,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 4,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 241.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 26.99,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      }
+    ],
+    "target_column": "reservation_status",
+    "task_sub_type": "classification",
+    "ranking_ground_truth": {
+      "top_k_ids": [
+        "072",
+        "143",
+        "197",
+        "214",
+        "248",
+        "280",
+        "310",
+        "324",
+        "333",
+        "361",
+        "378",
+        "433",
+        "458",
+        "472"
+      ]
     },
-    "final_decision": {},
-    "what_if": {},
-    "ground_truth": {
-        "extracted_features": [
-            {
-                "scenario_id": "002",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 20,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 11,
-                    "arrival_date_day_of_month": 13,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 2,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "FRA",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": 254.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 153.67,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-03-16"
-                }
-            },
-            {
-                "scenario_id": "004",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 131,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 21,
-                    "arrival_date_day_of_month": 23,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 5,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "GBR",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "C",
-                    "assigned_room_type": "C",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": 250.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 131.63,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-05-30"
-                }
-            },
-            {
-                "scenario_id": "010",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 55,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 28,
-                    "arrival_date_day_of_month": 7,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Corporate",
-                    "distribution_channel": "Corporate",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": 219.0,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 79.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-07-08"
-                }
-            },
-            {
-                "scenario_id": "014",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 140,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 32,
-                    "arrival_date_day_of_month": 31,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "FRA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 113.9,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-03-16"
-                }
-            },
-            {
-                "scenario_id": "017",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 1,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 37,
-                    "arrival_date_day_of_month": 6,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 0,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 1.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 6.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-09-05"
-                }
-            },
-            {
-                "scenario_id": "024",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 167,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 18,
-                    "arrival_date_day_of_month": 6,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 5,
-                    "adults": 3,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "BRA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 174.21,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-04-04"
-                }
-            },
-            {
-                "scenario_id": "028",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 15,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 31,
-                    "arrival_date_day_of_month": 2,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 4,
-                    "adults": 2,
-                    "children": 2.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "C",
-                    "assigned_room_type": "C",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 264.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-07-19"
-                }
-            },
-            {
-                "scenario_id": "030",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 68,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 28,
-                    "arrival_date_day_of_month": 4,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 6.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 107.95,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-07-06"
-                }
-            },
-            {
-                "scenario_id": "031",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 99,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "January",
-                    "arrival_date_week_number": 3,
-                    "arrival_date_day_of_month": 12,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 10,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 242.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 41.4,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-10-28"
-                }
-            },
-            {
-                "scenario_id": "034",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 132,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 24,
-                    "arrival_date_day_of_month": 15,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 110.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-02-08"
-                }
-            },
-            {
-                "scenario_id": "038",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 192,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 43,
-                    "arrival_date_day_of_month": 21,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 29.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 95.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-09-06"
-                }
-            },
-            {
-                "scenario_id": "042",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 53,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 12,
-                    "arrival_date_day_of_month": 17,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 3,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "GBR",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 10.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 81.7,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-03-21"
-                }
-            },
-            {
-                "scenario_id": "043",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 0,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "January",
-                    "arrival_date_week_number": 4,
-                    "arrival_date_day_of_month": 22,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 45.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-01-23"
-                }
-            },
-            {
-                "scenario_id": "046",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 2,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "November",
-                    "arrival_date_week_number": 49,
-                    "arrival_date_day_of_month": 27,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "TUR",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 89.89,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-12-01"
-                }
-            },
-            {
-                "scenario_id": "047",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 282,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 41,
-                    "arrival_date_day_of_month": 10,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "SWE",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "F",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 21.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 76.67,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-10-13"
-                }
-            },
-            {
-                "scenario_id": "049",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 249,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 21,
-                    "arrival_date_day_of_month": 24,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 4,
-                    "adults": 3,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 157.5,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-09-25"
-                }
-            },
-            {
-                "scenario_id": "051",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 80,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 27,
-                    "arrival_date_day_of_month": 7,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "DNK",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 14.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 108.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-07-08"
-                }
-            },
-            {
-                "scenario_id": "053",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 265,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 28,
-                    "arrival_date_day_of_month": 9,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 1,
-                    "previous_cancellations": 1,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 1.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 62.8,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2014-10-17"
-                }
-            },
-            {
-                "scenario_id": "055",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 155,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 27,
-                    "arrival_date_day_of_month": 27,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "BEL",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 96.3,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-01-24"
-                }
-            },
-            {
-                "scenario_id": "056",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 145,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "February",
-                    "arrival_date_week_number": 9,
-                    "arrival_date_day_of_month": 26,
-                    "stays_in_weekend_nights": 4,
-                    "stays_in_week_nights": 7,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 40.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Contract",
-                    "adr": 36.72,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-03-09"
-                }
-            },
-            {
-                "scenario_id": "057",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 167,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 31,
-                    "arrival_date_day_of_month": 4,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "DEU",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "E",
-                    "assigned_room_type": "E",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 166.5,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-08-08"
-                }
-            },
-            {
-                "scenario_id": "062",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 143,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 23,
-                    "arrival_date_day_of_month": 2,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "IRL",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 72.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-06-06"
-                }
-            },
-            {
-                "scenario_id": "065",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 173,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 28,
-                    "arrival_date_day_of_month": 8,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "ITA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 85.5,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-06-26"
-                }
-            },
-            {
-                "scenario_id": "066",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 181,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 42,
-                    "arrival_date_day_of_month": 11,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "FRA",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 234.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 120.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-10-13"
-                }
-            },
-            {
-                "scenario_id": "067",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 303,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 36,
-                    "arrival_date_day_of_month": 1,
-                    "stays_in_weekend_nights": 4,
-                    "stays_in_week_nights": 10,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "IRL",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "E",
-                    "assigned_room_type": "E",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 171.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 90.06,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-09-15"
-                }
-            },
-            {
-                "scenario_id": "068",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 175,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 28,
-                    "arrival_date_day_of_month": 15,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "CN",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 107.1,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-01-28"
-                }
-            },
-            {
-                "scenario_id": "069",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 2,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 21,
-                    "arrival_date_day_of_month": 21,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 27.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 157.25,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-05-25"
-                }
-            },
-            {
-                "scenario_id": "072",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 303,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 34,
-                    "arrival_date_day_of_month": 19,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 21.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 78.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-07-19"
-                }
-            },
-            {
-                "scenario_id": "077",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 9,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 14,
-                    "arrival_date_day_of_month": 7,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "E",
-                    "assigned_room_type": "E",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 115.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-04-08"
-                }
-            },
-            {
-                "scenario_id": "082",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 122,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 18,
-                    "arrival_date_day_of_month": 29,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "ITA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 95.2,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-12-29"
-                }
-            },
-            {
-                "scenario_id": "083",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 2,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 45,
-                    "arrival_date_day_of_month": 30,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 0,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "E",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 66.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-11-01"
-                }
-            },
-            {
-                "scenario_id": "089",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 66,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "December",
-                    "arrival_date_week_number": 49,
-                    "arrival_date_day_of_month": 5,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "FB",
-                    "country": "ESP",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 155.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 64.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-12-07"
-                }
-            },
-            {
-                "scenario_id": "090",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 28,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "November",
-                    "arrival_date_week_number": 45,
-                    "arrival_date_day_of_month": 2,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "POL",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 120.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-11-03"
-                }
-            },
-            {
-                "scenario_id": "096",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 1,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "December",
-                    "arrival_date_week_number": 50,
-                    "arrival_date_day_of_month": 12,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "PRT",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 79.0,
-                    "required_car_parking_spaces": 1,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-12-13"
-                }
-            },
-            {
-                "scenario_id": "101",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 197,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 18,
-                    "arrival_date_day_of_month": 30,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "AUT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 298.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 85.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-05-02"
-                }
-            },
-            {
-                "scenario_id": "103",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 63,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 34,
-                    "arrival_date_day_of_month": 23,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "CHE",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 14.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 119.4,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-08-26"
-                }
-            },
-            {
-                "scenario_id": "105",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 203,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 21,
-                    "arrival_date_day_of_month": 25,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 5,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": 223.0,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 59.71,
-                    "required_car_parking_spaces": 1,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-06-01"
-                }
-            },
-            {
-                "scenario_id": "106",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 139,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 28,
-                    "arrival_date_day_of_month": 13,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 3,
-                    "adults": 3,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 152.1,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-02-25"
-                }
-            },
-            {
-                "scenario_id": "107",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 135,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 26,
-                    "arrival_date_day_of_month": 30,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 30.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 120.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-02-15"
-                }
-            },
-            {
-                "scenario_id": "108",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 71,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 41,
-                    "arrival_date_day_of_month": 8,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 250.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Contract",
-                    "adr": 48.0,
-                    "required_car_parking_spaces": 1,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-10-11"
-                }
-            },
-            {
-                "scenario_id": "109",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 44,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 25,
-                    "arrival_date_day_of_month": 19,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 5,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "NOR",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 7.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 112.91,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-06-26"
-                }
-            },
-            {
-                "scenario_id": "110",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 212,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 31,
-                    "arrival_date_day_of_month": 27,
-                    "stays_in_weekend_nights": 4,
-                    "stays_in_week_nights": 10,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 90.95,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-04-17"
-                }
-            },
-            {
-                "scenario_id": "111",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 29,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 36,
-                    "arrival_date_day_of_month": 30,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 122.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-08-31"
-                }
-            },
-            {
-                "scenario_id": "112",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 53,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 10,
-                    "arrival_date_day_of_month": 5,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 5,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 298.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 30.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-01-11"
-                }
-            },
-            {
-                "scenario_id": "113",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 35,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 32,
-                    "arrival_date_day_of_month": 8,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 229.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 90.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-07-07"
-                }
-            },
-            {
-                "scenario_id": "118",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 10,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 40,
-                    "arrival_date_day_of_month": 1,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 5,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "FRA",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 2,
-                    "deposit_type": "No Deposit",
-                    "agent": 14.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 171.71,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-10-08"
-                }
-            },
-            {
-                "scenario_id": "119",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 1,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 33,
-                    "arrival_date_day_of_month": 7,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 0,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "NLD",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 98.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-08-08"
-                }
-            },
-            {
-                "scenario_id": "120",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 22,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 13,
-                    "arrival_date_day_of_month": 20,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 0,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 91.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-03-21"
-                }
-            },
-            {
-                "scenario_id": "121",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 0,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "December",
-                    "arrival_date_week_number": 50,
-                    "arrival_date_day_of_month": 7,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "FRA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 98.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-12-08"
-                }
-            },
-            {
-                "scenario_id": "125",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 181,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 21,
-                    "arrival_date_day_of_month": 25,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 130.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-11-25"
-                }
-            },
-            {
-                "scenario_id": "128",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 46,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "January",
-                    "arrival_date_week_number": 1,
-                    "arrival_date_day_of_month": 1,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 0,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 65.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-12-21"
-                }
-            },
-            {
-                "scenario_id": "130",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 44,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 16,
-                    "arrival_date_day_of_month": 20,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "ITA",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": 1.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 106.67,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-04-23"
-                }
-            },
-            {
-                "scenario_id": "138",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 16,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 16,
-                    "arrival_date_day_of_month": 12,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 144.67,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-04-15"
-                }
-            },
-            {
-                "scenario_id": "140",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 9,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "December",
-                    "arrival_date_week_number": 51,
-                    "arrival_date_day_of_month": 16,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "GDS",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 195.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 86.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-12-17"
-                }
-            },
-            {
-                "scenario_id": "142",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 277,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 29,
-                    "arrival_date_day_of_month": 12,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 5,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 92.57,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-10-16"
-                }
-            },
-            {
-                "scenario_id": "143",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 372,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 29,
-                    "arrival_date_day_of_month": 14,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 1.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 62.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-10-21"
-                }
-            },
-            {
-                "scenario_id": "153",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 77,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 28,
-                    "arrival_date_day_of_month": 11,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "GBR",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 120.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-04-26"
-                }
-            },
-            {
-                "scenario_id": "154",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 104,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 18,
-                    "arrival_date_day_of_month": 28,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 7,
-                    "adults": 2,
-                    "children": 2.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "CHE",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "G",
-                    "assigned_room_type": "G",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 250.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 99.22,
-                    "required_car_parking_spaces": 1,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-05-07"
-                }
-            },
-            {
-                "scenario_id": "158",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 26,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "February",
-                    "arrival_date_week_number": 7,
-                    "arrival_date_day_of_month": 9,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 5,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "PRT",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "I",
-                    "booking_changes": 5,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": 364.0,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 0.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-02-15"
-                }
-            },
-            {
-                "scenario_id": "161",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 12,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 43,
-                    "arrival_date_day_of_month": 21,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 1.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "DEU",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 180.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-10-23"
-                }
-            },
-            {
-                "scenario_id": "162",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 28,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 16,
-                    "arrival_date_day_of_month": 21,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "USA",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "D",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": 14.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 93.5,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-04-22"
-                }
-            },
-            {
-                "scenario_id": "163",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 23,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 43,
-                    "arrival_date_day_of_month": 20,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "GBR",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 119.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-10-10"
-                }
-            },
-            {
-                "scenario_id": "168",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 2,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 24,
-                    "arrival_date_day_of_month": 11,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 0,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 10.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 100.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-06-09"
-                }
-            },
-            {
-                "scenario_id": "170",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 377,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 42,
-                    "arrival_date_day_of_month": 14,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "DEU",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 6.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 115.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-10-16"
-                }
-            },
-            {
-                "scenario_id": "171",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 164,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 40,
-                    "arrival_date_day_of_month": 30,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "BEL",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 126.9,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-10-04"
-                }
-            },
-            {
-                "scenario_id": "172",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 60,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "January",
-                    "arrival_date_week_number": 3,
-                    "arrival_date_day_of_month": 16,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 5,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "E",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": 6.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 26.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-01-23"
-                }
-            },
-            {
-                "scenario_id": "174",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 2,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "November",
-                    "arrival_date_week_number": 48,
-                    "arrival_date_day_of_month": 26,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 250.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 38.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-11-28"
-                }
-            },
-            {
-                "scenario_id": "176",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 38,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "November",
-                    "arrival_date_week_number": 46,
-                    "arrival_date_day_of_month": 10,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "FIN",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 145.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-11-13"
-                }
-            },
-            {
-                "scenario_id": "180",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 134,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 34,
-                    "arrival_date_day_of_month": 18,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "CN",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 179.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-08-21"
-                }
-            },
-            {
-                "scenario_id": "181",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 55,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 27,
-                    "arrival_date_day_of_month": 26,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 0,
-                    "adults": 3,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 14.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 148.8,
-                    "required_car_parking_spaces": 1,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-06-28"
-                }
-            },
-            {
-                "scenario_id": "182",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 222,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 25,
-                    "arrival_date_day_of_month": 13,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 5,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "E",
-                    "assigned_room_type": "F",
-                    "booking_changes": 3,
-                    "deposit_type": "No Deposit",
-                    "agent": 250.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 93.5,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-06-20"
-                }
-            },
-            {
-                "scenario_id": "184",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 217,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "December",
-                    "arrival_date_week_number": 50,
-                    "arrival_date_day_of_month": 5,
-                    "stays_in_weekend_nights": 3,
-                    "stays_in_week_nights": 7,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "BRA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 7.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 46.63,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-12-15"
-                }
-            },
-            {
-                "scenario_id": "187",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 130,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 27,
-                    "arrival_date_day_of_month": 28,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 5,
-                    "adults": 3,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "BRA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "D",
-                    "booking_changes": 4,
-                    "deposit_type": "No Deposit",
-                    "agent": 7.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 125.51,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-07-04"
-                }
-            },
-            {
-                "scenario_id": "191",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 2,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 23,
-                    "arrival_date_day_of_month": 30,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 2,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "ESP",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 175.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 68.8,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-06-02"
-                }
-            },
-            {
-                "scenario_id": "192",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 102,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 24,
-                    "arrival_date_day_of_month": 5,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 0,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 1.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 65.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-06-02"
-                }
-            },
-            {
-                "scenario_id": "196",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 178,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 33,
-                    "arrival_date_day_of_month": 10,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 4,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 1,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "E",
-                    "assigned_room_type": "E",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 5.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 119.25,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-06-15"
-                }
-            },
-            {
-                "scenario_id": "197",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 305,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 40,
-                    "arrival_date_day_of_month": 1,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 1,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 35.0,
-                    "company": null,
-                    "days_in_waiting_list": 17,
-                    "customer_type": "Transient",
-                    "adr": 100.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-12-18"
-                }
-            },
-            {
-                "scenario_id": "198",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 81,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 28,
-                    "arrival_date_day_of_month": 12,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "NOR",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 150.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-04-23"
-                }
-            },
-            {
-                "scenario_id": "203",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 81,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 27,
-                    "arrival_date_day_of_month": 30,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "CHL",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 103.5,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-07-04"
-                }
-            },
-            {
-                "scenario_id": "207",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 40,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 28,
-                    "arrival_date_day_of_month": 11,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 5,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 242.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 166.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-07-18"
-                }
-            },
-            {
-                "scenario_id": "211",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 129,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 28,
-                    "arrival_date_day_of_month": 10,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 4,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "FB",
-                    "country": "ESP",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 5.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 157.5,
-                    "required_car_parking_spaces": 1,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-07-16"
-                }
-            },
-            {
-                "scenario_id": "213",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 332,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 39,
-                    "arrival_date_day_of_month": 22,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 7.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 77.23,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-09-26"
-                }
-            },
-            {
-                "scenario_id": "214",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 343,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 39,
-                    "arrival_date_day_of_month": 25,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 1,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 1.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 170.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-09-22"
-                }
-            },
-            {
-                "scenario_id": "215",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 255,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "November",
-                    "arrival_date_week_number": 46,
-                    "arrival_date_day_of_month": 12,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 5,
-                    "adults": 0,
-                    "children": 2.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "TUR",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "B",
-                    "assigned_room_type": "B",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 72.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-03-10"
-                }
-            },
-            {
-                "scenario_id": "216",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 166,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 29,
-                    "arrival_date_day_of_month": 15,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "FB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 24,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 121.5,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-04-28"
-                }
-            },
-            {
-                "scenario_id": "217",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 4,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "January",
-                    "arrival_date_week_number": 5,
-                    "arrival_date_day_of_month": 26,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Corporate",
-                    "distribution_channel": "Corporate",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 38.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-01-27"
-                }
-            },
-            {
-                "scenario_id": "224",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 30,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 10,
-                    "arrival_date_day_of_month": 4,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 2,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 88.4,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-03-06"
-                }
-            },
-            {
-                "scenario_id": "226",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 133,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 16,
-                    "arrival_date_day_of_month": 19,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 4,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "ISL",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 390.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 124.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-04-23"
-                }
-            },
-            {
-                "scenario_id": "229",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 4,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 28,
-                    "arrival_date_day_of_month": 6,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "USA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 151.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-07-09"
-                }
-            },
-            {
-                "scenario_id": "236",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 55,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 15,
-                    "arrival_date_day_of_month": 6,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 56.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 104.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-04-07"
-                }
-            },
-            {
-                "scenario_id": "240",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 12,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 11,
-                    "arrival_date_day_of_month": 8,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Corporate",
-                    "distribution_channel": "Corporate",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": 82.0,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 30.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-02-29"
-                }
-            },
-            {
-                "scenario_id": "244",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 1,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 37,
-                    "arrival_date_day_of_month": 6,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 0,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "FRA",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "B",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 1.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 75.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-09-08"
-                }
-            },
-            {
-                "scenario_id": "245",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 104,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 20,
-                    "arrival_date_day_of_month": 16,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "USA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 117.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-03-02"
-                }
-            },
-            {
-                "scenario_id": "246",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 140,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "November",
-                    "arrival_date_week_number": 47,
-                    "arrival_date_day_of_month": 18,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "D",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": 29.0,
-                    "company": null,
-                    "days_in_waiting_list": 87,
-                    "customer_type": "Transient-Party",
-                    "adr": 65.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-11-21"
-                }
-            },
-            {
-                "scenario_id": "248",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 393,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 16,
-                    "arrival_date_day_of_month": 22,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 229.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 90.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-04-17"
-                }
-            },
-            {
-                "scenario_id": "249",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 3,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 23,
-                    "arrival_date_day_of_month": 5,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 5,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "AUT",
-                    "market_segment": "Aviation",
-                    "distribution_channel": "Corporate",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": 153.0,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 95.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-06-11"
-                }
-            },
-            {
-                "scenario_id": "255",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 0,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 25,
-                    "arrival_date_day_of_month": 13,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 121.0,
-                    "required_car_parking_spaces": 1,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-06-15"
-                }
-            },
-            {
-                "scenario_id": "256",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 0,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 18,
-                    "arrival_date_day_of_month": 30,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "F",
-                    "assigned_room_type": "F",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 250.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 101.0,
-                    "required_car_parking_spaces": 1,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-05-01"
-                }
-            },
-            {
-                "scenario_id": "257",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 46,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 25,
-                    "arrival_date_day_of_month": 20,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 229.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 90.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-06-06"
-                }
-            },
-            {
-                "scenario_id": "259",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 13,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 24,
-                    "arrival_date_day_of_month": 8,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "SGP",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 121.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-06-10"
-                }
-            },
-            {
-                "scenario_id": "260",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 192,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 26,
-                    "arrival_date_day_of_month": 24,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "SRB",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 34.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 95.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-06-26"
-                }
-            },
-            {
-                "scenario_id": "263",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 233,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 26,
-                    "arrival_date_day_of_month": 29,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "DEU",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 111.06,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-07-04"
-                }
-            },
-            {
-                "scenario_id": "272",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 140,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 24,
-                    "arrival_date_day_of_month": 12,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 1.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "CHN",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 164.0,
-                    "required_car_parking_spaces": 1,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-06-16"
-                }
-            },
-            {
-                "scenario_id": "273",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 77,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 40,
-                    "arrival_date_day_of_month": 28,
-                    "stays_in_weekend_nights": 3,
-                    "stays_in_week_nights": 7,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "GBR",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 40.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Contract",
-                    "adr": 72.1,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-10-08"
-                }
-            },
-            {
-                "scenario_id": "274",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 80,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 22,
-                    "arrival_date_day_of_month": 2,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 2.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "G",
-                    "assigned_room_type": "G",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 7.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 250.96,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-06-05"
-                }
-            },
-            {
-                "scenario_id": "276",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 44,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 22,
-                    "arrival_date_day_of_month": 23,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Complementary",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 0.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-05-25"
-                }
-            },
-            {
-                "scenario_id": "279",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 320,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 22,
-                    "arrival_date_day_of_month": 3,
-                    "stays_in_weekend_nights": 4,
-                    "stays_in_week_nights": 10,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 40.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Contract",
-                    "adr": 68.4,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-06-17"
-                }
-            },
-            {
-                "scenario_id": "280",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 626,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "November",
-                    "arrival_date_week_number": 46,
-                    "arrival_date_day_of_month": 7,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 1.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 62.8,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-09-26"
-                }
-            },
-            {
-                "scenario_id": "281",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 59,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 27,
-                    "arrival_date_day_of_month": 1,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 138.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 85.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-07-04"
-                }
-            },
-            {
-                "scenario_id": "282",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 212,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 21,
-                    "arrival_date_day_of_month": 22,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 5,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "BRA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 114.56,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-05-10"
-                }
-            },
-            {
-                "scenario_id": "283",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 48,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 14,
-                    "arrival_date_day_of_month": 28,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "RUS",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 14.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 80.1,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-03-30"
-                }
-            },
-            {
-                "scenario_id": "284",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 11,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 25,
-                    "arrival_date_day_of_month": 14,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 10.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 78.8,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-06-15"
-                }
-            },
-            {
-                "scenario_id": "286",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 6,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 12,
-                    "arrival_date_day_of_month": 17,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "ESP",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "D",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": 66.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 26.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-03-18"
-                }
-            },
-            {
-                "scenario_id": "288",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 23,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 42,
-                    "arrival_date_day_of_month": 11,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 0,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Contract",
-                    "adr": 114.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-10-12"
-                }
-            },
-            {
-                "scenario_id": "292",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 24,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 23,
-                    "arrival_date_day_of_month": 4,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "ISR",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 170.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-06-07"
-                }
-            },
-            {
-                "scenario_id": "293",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 0,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "January",
-                    "arrival_date_week_number": 4,
-                    "arrival_date_day_of_month": 19,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Corporate",
-                    "distribution_channel": "Corporate",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 65.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-01-19"
-                }
-            },
-            {
-                "scenario_id": "297",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 223,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 34,
-                    "arrival_date_day_of_month": 24,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 3,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "DEU",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 172.8,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-05-10"
-                }
-            },
-            {
-                "scenario_id": "298",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 209,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 33,
-                    "arrival_date_day_of_month": 7,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 1,
-                    "adults": 3,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "DNK",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 8.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 127.8,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-08-10"
-                }
-            },
-            {
-                "scenario_id": "299",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 4,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 23,
-                    "arrival_date_day_of_month": 31,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "FRA",
-                    "market_segment": "Corporate",
-                    "distribution_channel": "Corporate",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": 260.0,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 121.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-06-01"
-                }
-            },
-            {
-                "scenario_id": "302",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 6,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 9,
-                    "arrival_date_day_of_month": 1,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 4,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "BEL",
-                    "market_segment": "Groups",
-                    "distribution_channel": "Corporate",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 3,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": 223.0,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 37.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-03-05"
-                }
-            },
-            {
-                "scenario_id": "303",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 11,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 29,
-                    "arrival_date_day_of_month": 17,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "ESP",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 155.5,
-                    "required_car_parking_spaces": 1,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-07-19"
-                }
-            },
-            {
-                "scenario_id": "304",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 7,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 34,
-                    "arrival_date_day_of_month": 19,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 4,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "ESP",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "B",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 67.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-08-24"
-                }
-            },
-            {
-                "scenario_id": "305",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 145,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 31,
-                    "arrival_date_day_of_month": 30,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 2,
-                    "adults": 3,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "ITA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "D",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 134.3,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-08-03"
-                }
-            },
-            {
-                "scenario_id": "306",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 5,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 39,
-                    "arrival_date_day_of_month": 20,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 0,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "E",
-                    "assigned_room_type": "E",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": 14.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 146.0,
-                    "required_car_parking_spaces": 1,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-09-21"
-                }
-            },
-            {
-                "scenario_id": "310",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 333,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 39,
-                    "arrival_date_day_of_month": 20,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 1,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 58.0,
-                    "company": null,
-                    "days_in_waiting_list": 19,
-                    "customer_type": "Transient",
-                    "adr": 90.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-11-11"
-                }
-            },
-            {
-                "scenario_id": "311",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 81,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 19,
-                    "arrival_date_day_of_month": 1,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "NLD",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 119.85,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-05-05"
-                }
-            },
-            {
-                "scenario_id": "313",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 4,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 22,
-                    "arrival_date_day_of_month": 28,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "PRT",
-                    "market_segment": "Corporate",
-                    "distribution_channel": "Corporate",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": 408.0,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 65.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-05-29"
-                }
-            },
-            {
-                "scenario_id": "314",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 23,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 29,
-                    "arrival_date_day_of_month": 13,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 4,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 161.1,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-06-21"
-                }
-            },
-            {
-                "scenario_id": "320",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 89,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 28,
-                    "arrival_date_day_of_month": 5,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 8.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 114.3,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-04-24"
-                }
-            },
-            {
-                "scenario_id": "323",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 78,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 15,
-                    "arrival_date_day_of_month": 7,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 2.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "RUS",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "F",
-                    "assigned_room_type": "F",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 177.3,
-                    "required_car_parking_spaces": 1,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-04-09"
-                }
-            },
-            {
-                "scenario_id": "324",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 365,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 42,
-                    "arrival_date_day_of_month": 17,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 1,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 1.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 62.8,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-01-30"
-                }
-            },
-            {
-                "scenario_id": "325",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 138,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 33,
-                    "arrival_date_day_of_month": 10,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 0,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "E",
-                    "assigned_room_type": "I",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 0.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-08-10"
-                }
-            },
-            {
-                "scenario_id": "330",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 2,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 11,
-                    "arrival_date_day_of_month": 10,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": null,
-                    "market_segment": "Corporate",
-                    "distribution_channel": "Corporate",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 1,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 146.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 42.0,
-                    "required_car_parking_spaces": 1,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-03-11"
-                }
-            },
-            {
-                "scenario_id": "331",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 53,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 39,
-                    "arrival_date_day_of_month": 18,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 0,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "DEU",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 27.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 94.5,
-                    "required_car_parking_spaces": 1,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-09-20"
-                }
-            },
-            {
-                "scenario_id": "332",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 111,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 34,
-                    "arrival_date_day_of_month": 24,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 3,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 195.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-08-26"
-                }
-            },
-            {
-                "scenario_id": "333",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 315,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 30,
-                    "arrival_date_day_of_month": 28,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "DEU",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 89.1,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-11-09"
-                }
-            },
-            {
-                "scenario_id": "335",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 8,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 10,
-                    "arrival_date_day_of_month": 3,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 48.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-03-06"
-                }
-            },
-            {
-                "scenario_id": "342",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 40,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 27,
-                    "arrival_date_day_of_month": 30,
-                    "stays_in_weekend_nights": 4,
-                    "stays_in_week_nights": 10,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "AGO",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "G",
-                    "assigned_room_type": "G",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 14.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 244.43,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "No-Show",
-                    "reservation_status_date": "2016-06-30"
-                }
-            },
-            {
-                "scenario_id": "343",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 10,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 12,
-                    "arrival_date_day_of_month": 14,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 2,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Corporate",
-                    "distribution_channel": "Corporate",
-                    "is_repeated_guest": 1,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 1,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 2,
-                    "deposit_type": "No Deposit",
-                    "agent": 139.0,
-                    "company": 99.0,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 37.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-03-17"
-                }
-            },
-            {
-                "scenario_id": "345",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 256,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 25,
-                    "arrival_date_day_of_month": 15,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "DEU",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 6.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 115.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-06-17"
-                }
-            },
-            {
-                "scenario_id": "346",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 161,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 30,
-                    "arrival_date_day_of_month": 28,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 177.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 141.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-07-31"
-                }
-            },
-            {
-                "scenario_id": "347",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 36,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "November",
-                    "arrival_date_week_number": 47,
-                    "arrival_date_day_of_month": 20,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "FB",
-                    "country": "ESP",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "C",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 38.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 64.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-11-22"
-                }
-            },
-            {
-                "scenario_id": "349",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 336,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 19,
-                    "arrival_date_day_of_month": 13,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "GBR",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 108.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-05-14"
-                }
-            },
-            {
-                "scenario_id": "356",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 12,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 39,
-                    "arrival_date_day_of_month": 18,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "DEU",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 171.33,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-09-21"
-                }
-            },
-            {
-                "scenario_id": "361",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 447,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 40,
-                    "arrival_date_day_of_month": 29,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 1.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 62.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-10-21"
-                }
-            },
-            {
-                "scenario_id": "362",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 42,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 24,
-                    "arrival_date_day_of_month": 17,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 4,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "NOR",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 133.33,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-06-05"
-                }
-            },
-            {
-                "scenario_id": "363",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 34,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 32,
-                    "arrival_date_day_of_month": 5,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 1.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 62.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-07-29"
-                }
-            },
-            {
-                "scenario_id": "364",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 140,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "February",
-                    "arrival_date_week_number": 7,
-                    "arrival_date_day_of_month": 12,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 50.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-12-11"
-                }
-            },
-            {
-                "scenario_id": "365",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 17,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 31,
-                    "arrival_date_day_of_month": 29,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 1.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "ISR",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 129.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-07-15"
-                }
-            },
-            {
-                "scenario_id": "367",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 163,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 38,
-                    "arrival_date_day_of_month": 13,
-                    "stays_in_weekend_nights": 4,
-                    "stays_in_week_nights": 7,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 243.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Contract",
-                    "adr": 62.48,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-09-24"
-                }
-            },
-            {
-                "scenario_id": "371",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 7,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 10,
-                    "arrival_date_day_of_month": 2,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": 94.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 65.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-03-04"
-                }
-            },
-            {
-                "scenario_id": "372",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 27,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 11,
-                    "arrival_date_day_of_month": 6,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "FRA",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 28.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 66.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-03-09"
-                }
-            },
-            {
-                "scenario_id": "378",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 328,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 37,
-                    "arrival_date_day_of_month": 10,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 1,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 1.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Contract",
-                    "adr": 62.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-01-01"
-                }
-            },
-            {
-                "scenario_id": "379",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 26,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 11,
-                    "arrival_date_day_of_month": 7,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 4,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "FRA",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 28.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 87.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-03-12"
-                }
-            },
-            {
-                "scenario_id": "381",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 17,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 43,
-                    "arrival_date_day_of_month": 17,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 60.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-10-04"
-                }
-            },
-            {
-                "scenario_id": "382",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 144,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 21,
-                    "arrival_date_day_of_month": 18,
-                    "stays_in_weekend_nights": 4,
-                    "stays_in_week_nights": 9,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "F",
-                    "assigned_room_type": "F",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": 250.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 79.05,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-05-31"
-                }
-            },
-            {
-                "scenario_id": "385",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 141,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 36,
-                    "arrival_date_day_of_month": 29,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "ITA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 85.5,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-09-01"
-                }
-            },
-            {
-                "scenario_id": "389",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 14,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "February",
-                    "arrival_date_week_number": 6,
-                    "arrival_date_day_of_month": 9,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 467.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 38.4,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-02-10"
-                }
-            },
-            {
-                "scenario_id": "390",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 134,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 10,
-                    "arrival_date_day_of_month": 9,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 3,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "F",
-                    "assigned_room_type": "F",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 241.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 48.43,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-03-14"
-                }
-            },
-            {
-                "scenario_id": "393",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 1,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "February",
-                    "arrival_date_week_number": 9,
-                    "arrival_date_day_of_month": 27,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 0,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 1,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 2,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 55.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-02-28"
-                }
-            },
-            {
-                "scenario_id": "397",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 264,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 28,
-                    "arrival_date_day_of_month": 8,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 1.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 62.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-07-10"
-                }
-            },
-            {
-                "scenario_id": "399",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 89,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 33,
-                    "arrival_date_day_of_month": 15,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 5,
-                    "adults": 2,
-                    "children": 1.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 67.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 145.75,
-                    "required_car_parking_spaces": 1,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-08-22"
-                }
-            },
-            {
-                "scenario_id": "401",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 99,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "February",
-                    "arrival_date_week_number": 8,
-                    "arrival_date_day_of_month": 19,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Corporate",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "E",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": 67.0,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 81.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-02-20"
-                }
-            },
-            {
-                "scenario_id": "402",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 78,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 15,
-                    "arrival_date_day_of_month": 7,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 86.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 72.72,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-04-08"
-                }
-            },
-            {
-                "scenario_id": "403",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 1,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 32,
-                    "arrival_date_day_of_month": 10,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "USA",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 14.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 190.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-08-11"
-                }
-            },
-            {
-                "scenario_id": "406",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 103,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 19,
-                    "arrival_date_day_of_month": 1,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "NLD",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 7,
-                    "deposit_type": "No Deposit",
-                    "agent": 95.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 47.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-05-06"
-                }
-            },
-            {
-                "scenario_id": "408",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 2,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 16,
-                    "arrival_date_day_of_month": 21,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 3,
-                    "children": 1.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "H",
-                    "assigned_room_type": "H",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 185.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-04-22"
-                }
-            },
-            {
-                "scenario_id": "416",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 106,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 18,
-                    "arrival_date_day_of_month": 29,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "ITA",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "B",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": 14.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 94.5,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-05-02"
-                }
-            },
-            {
-                "scenario_id": "418",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 122,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 29,
-                    "arrival_date_day_of_month": 19,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 4,
-                    "adults": 3,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "DEU",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "E",
-                    "assigned_room_type": "E",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 199.13,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-07-23"
-                }
-            },
-            {
-                "scenario_id": "422",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 7,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "December",
-                    "arrival_date_week_number": 49,
-                    "arrival_date_day_of_month": 2,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "ESP",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 6.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 8.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-12-03"
-                }
-            },
-            {
-                "scenario_id": "427",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 75,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 23,
-                    "arrival_date_day_of_month": 4,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "IRL",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 11.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 89.28,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-06-06"
-                }
-            },
-            {
-                "scenario_id": "428",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 278,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 30,
-                    "arrival_date_day_of_month": 22,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 1,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 1.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 62.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-06-29"
-                }
-            },
-            {
-                "scenario_id": "429",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 110,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 19,
-                    "arrival_date_day_of_month": 9,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 5,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 40.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Contract",
-                    "adr": 40.95,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-05-16"
-                }
-            },
-            {
-                "scenario_id": "431",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 69,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "December",
-                    "arrival_date_week_number": 53,
-                    "arrival_date_day_of_month": 31,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 1.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 199.73,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 3,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-01-03"
-                }
-            },
-            {
-                "scenario_id": "433",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 351,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 26,
-                    "arrival_date_day_of_month": 23,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 1.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 62.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-10-21"
-                }
-            },
-            {
-                "scenario_id": "434",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 2,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 25,
-                    "arrival_date_day_of_month": 12,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 0,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 108.5,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-06-14"
-                }
-            },
-            {
-                "scenario_id": "436",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 3,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 24,
-                    "arrival_date_day_of_month": 12,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Complementary",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "C",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 4.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-06-14"
-                }
-            },
-            {
-                "scenario_id": "438",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 131,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 24,
-                    "arrival_date_day_of_month": 16,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "CZE",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 117.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-02-05"
-                }
-            },
-            {
-                "scenario_id": "439",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 86,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "January",
-                    "arrival_date_week_number": 4,
-                    "arrival_date_day_of_month": 22,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 1,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 29.0,
-                    "company": null,
-                    "days_in_waiting_list": 35,
-                    "customer_type": "Transient",
-                    "adr": 85.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-12-02"
-                }
-            },
-            {
-                "scenario_id": "442",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 4,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 16,
-                    "arrival_date_day_of_month": 14,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "ARG",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 2,
-                    "deposit_type": "No Deposit",
-                    "agent": 14.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 110.15,
-                    "required_car_parking_spaces": 1,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-04-17"
-                }
-            },
-            {
-                "scenario_id": "444",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 5,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 18,
-                    "arrival_date_day_of_month": 29,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Complementary",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 0.0,
-                    "required_car_parking_spaces": 1,
-                    "total_of_special_requests": 3,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-04-30"
-                }
-            },
-            {
-                "scenario_id": "445",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 9,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 27,
-                    "arrival_date_day_of_month": 7,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "FRA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 160.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-07-10"
-                }
-            },
-            {
-                "scenario_id": "447",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 4,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 34,
-                    "arrival_date_day_of_month": 18,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "ESP",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "E",
-                    "assigned_room_type": "E",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 20.0,
-                    "required_car_parking_spaces": 1,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-08-19"
-                }
-            },
-            {
-                "scenario_id": "450",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 84,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 26,
-                    "arrival_date_day_of_month": 27,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "IRL",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 120.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-04-06"
-                }
-            },
-            {
-                "scenario_id": "457",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 140,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 17,
-                    "arrival_date_day_of_month": 28,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 119.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 130.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-03-20"
-                }
-            },
-            {
-                "scenario_id": "458",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 414,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "December",
-                    "arrival_date_week_number": 49,
-                    "arrival_date_day_of_month": 5,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 1,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 1.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 60.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-07-23"
-                }
-            },
-            {
-                "scenario_id": "461",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 262,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 22,
-                    "arrival_date_day_of_month": 22,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 52.2,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-05-06"
-                }
-            },
-            {
-                "scenario_id": "462",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 142,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 15,
-                    "arrival_date_day_of_month": 9,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 4,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "FRA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "E",
-                    "assigned_room_type": "E",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 241.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 84.49,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-04-15"
-                }
-            },
-            {
-                "scenario_id": "464",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 294,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 26,
-                    "arrival_date_day_of_month": 21,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 5,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "SWE",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 64.8,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-06-26"
-                }
-            },
-            {
-                "scenario_id": "465",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 17,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 44,
-                    "arrival_date_day_of_month": 28,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Corporate",
-                    "distribution_channel": "Corporate",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 2,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": 317.0,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 63.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-10-30"
-                }
-            },
-            {
-                "scenario_id": "466",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 3,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "February",
-                    "arrival_date_week_number": 5,
-                    "arrival_date_day_of_month": 4,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 48.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-02-05"
-                }
-            },
-            {
-                "scenario_id": "468",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 76,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "November",
-                    "arrival_date_week_number": 45,
-                    "arrival_date_day_of_month": 1,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "GBR",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 156.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Contract",
-                    "adr": 55.04,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-11-06"
-                }
-            },
-            {
-                "scenario_id": "472",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 433,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 37,
-                    "arrival_date_day_of_month": 8,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 3.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 70.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-10-20"
-                }
-            },
-            {
-                "scenario_id": "477",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 322,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 26,
-                    "arrival_date_day_of_month": 22,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "POL",
-                    "market_segment": "Groups",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 75,
-                    "customer_type": "Transient-Party",
-                    "adr": 92.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-06-25"
-                }
-            },
-            {
-                "scenario_id": "483",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 12,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "November",
-                    "arrival_date_week_number": 48,
-                    "arrival_date_day_of_month": 26,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 14.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 83.13,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-11-27"
-                }
-            },
-            {
-                "scenario_id": "484",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 134,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 28,
-                    "arrival_date_day_of_month": 8,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 4,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 250.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 84.15,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-07-12"
-                }
-            },
-            {
-                "scenario_id": "487",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 107,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 27,
-                    "arrival_date_day_of_month": 2,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 5,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 110.7,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-07-09"
-                }
-            },
-            {
-                "scenario_id": "489",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 183,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 37,
-                    "arrival_date_day_of_month": 8,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "FRA",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": 44.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 100.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-09-11"
-                }
-            },
-            {
-                "scenario_id": "491",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 243,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 41,
-                    "arrival_date_day_of_month": 6,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 3,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "IRL",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 91.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 55.1,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-10-11"
-                }
-            },
-            {
-                "scenario_id": "499",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 33,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "November",
-                    "arrival_date_week_number": 47,
-                    "arrival_date_day_of_month": 15,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 4,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 241.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 26.99,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-11-19"
-                }
-            }
-        ],
-        "target_column": "reservation_status",
-        "task_sub_type": "classification",
-        "ranking_ground_truth": {
-            "top_k_ids": [
-                "072",
-                "143",
-                "197",
-                "214",
-                "248",
-                "280",
-                "310",
-                "324",
-                "333",
-                "361",
-                "378",
-                "433",
-                "458",
-                "472"
-            ]
-        },
-        "active_filters": [
-            {
-                "col": "hotel",
-                "op": "==",
-                "val": "City Hotel"
-            },
-            {
-                "col": "lead_time",
-                "op": ">",
-                "val": 300
-            }
-        ],
-        "target_class_value": "canceled"
-    },
-    "response": "",
-    "evaluation_score": {}
-}
\ No newline at end of file
+    "active_filters": [
+      {
+        "col": "hotel",
+        "op": "==",
+        "val": "City Hotel"
+      },
+      {
+        "col": "lead_time",
+        "op": ">",
+        "val": 300
+      }
+    ],
+    "target_class_value": "canceled"
+  },
+  "response": "",
+  "evaluation_score": {}
+}
diff --git a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_007/current.csv b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_007/current.csv
index 6aadceb3a3362e67818e0d8936eec9bf53a36820..089ea9bd55aa2f7251db51c38c31594b22acfba3 100644
--- a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_007/current.csv
+++ b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_007/current.csv
@@ -1,201 +1,201 @@
-hotel,is_canceled,lead_time,arrival_date_year,arrival_date_month,arrival_date_week_number,arrival_date_day_of_month,stays_in_weekend_nights,stays_in_week_nights,adults,children,babies,meal,country,market_segment,distribution_channel,is_repeated_guest,previous_cancellations,previous_bookings_not_canceled,reserved_room_type,assigned_room_type,booking_changes,deposit_type,agent,company,days_in_waiting_list,customer_type,adr,required_car_parking_spaces,total_of_special_requests,reservation_status_date
-Resort Hotel,0,131,2017,May,21,23,2,5,2,0.0,0,HB,GBR,Direct,Direct,0,0,0,C,C,1,No Deposit,250.0,,0,Transient,131.63,0,0,2017-05-30
-City Hotel,0,55,2016,July,28,7,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,219.0,0,Transient-Party,79.0,0,0,2016-07-08
-City Hotel,1,140,2016,July,32,31,2,3,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,113.9,0,0,2016-03-16
-City Hotel,1,1,2015,September,37,6,2,0,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,1.0,,0,Transient-Party,6.0,0,0,2015-09-05
-City Hotel,1,167,2017,May,18,6,2,5,3,0.0,0,BB,BRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,174.21,0,0,2017-04-04
-Resort Hotel,1,15,2017,August,31,2,0,4,2,2.0,0,BB,PRT,Online TA,TA/TO,0,0,0,C,C,0,No Deposit,240.0,,0,Transient,264.0,0,1,2017-07-19
-City Hotel,0,68,2016,July,28,4,1,1,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,6.0,,0,Transient,107.95,0,0,2016-07-06
-Resort Hotel,1,99,2016,January,3,12,2,10,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,242.0,,0,Transient,41.4,0,0,2015-10-28
-Resort Hotel,1,132,2017,June,24,15,0,3,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,110.0,0,1,2017-02-08
-City Hotel,1,192,2016,October,43,21,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,29.0,,0,Transient-Party,95.0,0,0,2016-09-06
-City Hotel,0,53,2016,March,12,17,1,3,1,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,10.0,,0,Transient,81.7,0,1,2016-03-21
-Resort Hotel,0,0,2016,January,4,22,0,1,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,45.0,0,0,2016-01-23
-City Hotel,0,2,2016,November,49,27,2,2,2,0.0,0,BB,TUR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,89.89,0,1,2016-12-01
-City Hotel,0,282,2015,October,41,10,2,1,2,0.0,0,BB,SWE,Offline TA/TO,TA/TO,0,0,0,A,F,0,No Deposit,21.0,,0,Transient-Party,76.67,0,0,2015-10-13
-City Hotel,1,249,2017,May,21,24,0,4,3,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,157.5,0,2,2016-09-25
-City Hotel,0,80,2017,July,27,7,0,1,2,0.0,0,BB,DNK,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient-Party,108.0,0,1,2017-07-08
-City Hotel,1,265,2015,July,28,9,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,1,1,0,A,A,0,No Deposit,1.0,,0,Transient-Party,62.8,0,0,2014-10-17
-City Hotel,1,155,2016,June,27,27,1,2,2,0.0,0,BB,BEL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,96.3,0,0,2016-01-24
-Resort Hotel,0,145,2017,February,9,26,4,7,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,40.0,,0,Contract,36.72,0,0,2017-03-09
-City Hotel,0,167,2017,August,31,4,2,2,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,9.0,,0,Transient,166.5,0,0,2017-08-08
-Resort Hotel,0,143,2016,June,23,2,1,3,2,0.0,0,BB,IRL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,72.0,0,1,2016-06-06
-City Hotel,1,173,2016,July,28,8,0,2,2,0.0,0,SC,ITA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,85.5,0,0,2016-06-26
-City Hotel,0,181,2016,October,42,11,0,2,1,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,234.0,,0,Transient-Party,120.0,0,0,2016-10-13
-Resort Hotel,0,303,2016,September,36,1,4,10,2,0.0,0,BB,IRL,Offline TA/TO,TA/TO,0,0,0,E,E,0,No Deposit,171.0,,0,Transient,90.06,0,0,2016-09-15
-City Hotel,1,175,2017,July,28,15,2,1,2,0.0,0,BB,CN,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,107.1,0,1,2017-01-28
-City Hotel,0,2,2017,May,21,21,2,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,27.0,,0,Transient,157.25,0,0,2017-05-25
-City Hotel,1,303,2016,August,34,19,2,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,21.0,,0,Transient-Party,78.0,0,0,2016-07-19
-Resort Hotel,0,9,2017,April,14,7,0,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,240.0,,0,Transient,115.0,0,2,2017-04-08
-City Hotel,1,122,2016,April,18,29,2,2,2,0.0,0,BB,ITA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,95.2,0,0,2015-12-29
-Resort Hotel,0,2,2016,October,45,30,2,0,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,E,1,No Deposit,240.0,,0,Transient,66.0,0,1,2016-11-01
-Resort Hotel,0,66,2015,December,49,5,1,1,2,0.0,0,FB,ESP,Groups,TA/TO,0,0,0,A,A,0,No Deposit,155.0,,0,Transient-Party,64.0,0,0,2015-12-07
-City Hotel,0,28,2016,November,45,2,0,1,1,0.0,0,SC,POL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,120.0,0,0,2016-11-03
-Resort Hotel,0,1,2015,December,50,12,0,1,2,0.0,0,HB,PRT,Direct,Direct,0,0,0,A,D,0,No Deposit,,,0,Transient,79.0,1,1,2015-12-13
-Resort Hotel,0,197,2016,April,18,30,1,1,2,0.0,0,HB,AUT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,298.0,,0,Transient-Party,85.0,0,0,2016-05-02
-City Hotel,0,63,2017,August,34,23,0,3,1,0.0,0,BB,CHE,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient,119.4,0,0,2017-08-26
-Resort Hotel,0,203,2017,May,21,25,2,5,2,0.0,0,BB,GBR,Groups,TA/TO,0,0,0,A,A,1,No Deposit,,223.0,0,Transient-Party,59.71,1,0,2017-06-01
-City Hotel,1,139,2017,July,28,13,1,3,3,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,152.1,0,0,2017-02-25
-City Hotel,1,135,2017,June,26,30,0,1,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,30.0,,0,Transient,120.0,0,0,2017-02-15
-Resort Hotel,0,71,2015,October,41,8,0,3,1,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,250.0,,0,Contract,48.0,1,1,2015-10-11
-City Hotel,0,44,2017,June,25,19,2,5,2,0.0,0,BB,NOR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,112.91,0,1,2017-06-26
-City Hotel,1,212,2016,July,31,27,4,10,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,90.95,0,2,2016-04-17
-City Hotel,0,29,2016,August,36,30,0,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,122.0,0,2,2016-08-31
-Resort Hotel,1,53,2017,March,10,5,2,5,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,298.0,,0,Transient-Party,30.0,0,0,2017-01-11
-City Hotel,1,35,2017,August,32,8,0,1,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,229.0,,0,Transient-Party,90.0,0,0,2017-07-07
-City Hotel,0,10,2015,October,40,1,2,5,2,0.0,0,HB,FRA,Direct,Direct,0,0,0,A,A,2,No Deposit,14.0,,0,Transient,171.71,0,0,2015-10-08
-City Hotel,0,1,2016,August,33,7,1,0,2,0.0,0,SC,NLD,Online TA,TA/TO,0,0,0,A,D,0,No Deposit,9.0,,0,Transient,98.0,0,0,2016-08-08
-City Hotel,0,22,2016,March,13,20,1,0,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,91.0,0,1,2016-03-21
-City Hotel,0,0,2016,December,50,7,0,1,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,9.0,,0,Transient,98.0,0,2,2016-12-08
-City Hotel,1,181,2017,May,21,25,0,2,2,0.0,0,BB,PRT,Groups,Direct,0,0,0,A,A,0,Non Refund,,,0,Transient,130.0,0,0,2016-11-25
-City Hotel,1,46,2017,January,1,1,2,0,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,,,0,Transient-Party,65.0,0,0,2016-12-21
-City Hotel,0,44,2017,April,16,20,0,3,1,0.0,0,BB,ITA,Groups,TA/TO,0,0,0,A,A,1,No Deposit,1.0,,0,Transient-Party,106.67,0,0,2017-04-23
-City Hotel,0,16,2016,April,16,12,0,3,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,144.67,0,2,2016-04-15
-City Hotel,0,9,2016,December,51,16,0,1,1,0.0,0,BB,PRT,Online TA,GDS,0,0,0,A,A,0,No Deposit,195.0,,0,Transient,86.0,0,0,2016-12-17
-Resort Hotel,1,277,2016,July,29,12,2,5,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,92.57,0,1,2015-10-16
-City Hotel,1,372,2016,July,29,14,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0,2015-10-21
-City Hotel,1,77,2017,July,28,11,0,1,2,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,120.0,0,2,2017-04-26
-Resort Hotel,0,104,2016,April,18,28,2,7,2,2.0,0,BB,CHE,Direct,Direct,0,0,0,G,G,0,No Deposit,250.0,,0,Transient,99.22,1,1,2016-05-07
-Resort Hotel,0,26,2016,February,7,9,1,5,2,0.0,0,SC,PRT,Direct,Direct,0,0,0,A,I,5,No Deposit,,364.0,0,Transient-Party,0.0,0,1,2016-02-15
-City Hotel,0,12,2016,October,43,21,0,2,2,1.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,180.0,0,1,2016-10-23
-City Hotel,0,28,2017,April,16,21,0,1,1,0.0,0,BB,USA,Direct,Direct,0,0,0,A,D,1,No Deposit,14.0,,0,Transient,93.5,0,0,2017-04-22
-City Hotel,1,23,2016,October,43,20,0,2,2,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,119.0,0,1,2016-10-10
-City Hotel,1,2,2017,June,24,11,1,0,2,0.0,0,SC,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,10.0,,0,Transient,100.0,0,0,2017-06-09
-City Hotel,0,377,2016,October,42,14,0,2,2,0.0,0,HB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient-Party,115.0,0,1,2016-10-16
-City Hotel,0,164,2016,September,40,30,2,2,2,0.0,0,BB,BEL,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,126.9,0,1,2016-10-04
-Resort Hotel,0,60,2016,January,3,16,2,5,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,A,E,1,No Deposit,6.0,,0,Transient,26.0,0,0,2016-01-23
-Resort Hotel,0,2,2016,November,48,26,1,1,1,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,D,0,No Deposit,250.0,,0,Transient,38.0,0,0,2016-11-28
-City Hotel,0,38,2016,November,46,10,0,3,2,0.0,0,BB,FIN,Direct,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,145.0,0,0,2016-11-13
-Resort Hotel,0,134,2016,August,34,18,0,3,2,0.0,0,BB,CN,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,179.0,0,1,2016-08-21
-City Hotel,0,55,2016,June,27,26,2,0,3,0.0,0,BB,PRT,Direct,Direct,0,0,0,D,D,0,No Deposit,14.0,,0,Transient,148.8,1,2,2016-06-28
-Resort Hotel,0,222,2016,June,25,13,2,5,1,0.0,0,BB,GBR,Direct,Direct,0,0,0,E,F,3,No Deposit,250.0,,0,Transient,93.5,0,0,2016-06-20
-City Hotel,0,217,2016,December,50,5,3,7,2,0.0,0,SC,BRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,46.63,0,1,2016-12-15
-City Hotel,0,130,2016,June,27,28,1,5,3,0.0,0,BB,BRA,Online TA,TA/TO,0,0,0,A,D,4,No Deposit,7.0,,0,Transient,125.51,0,2,2016-07-04
-Resort Hotel,0,2,2016,May,23,30,1,2,1,0.0,0,HB,ESP,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,175.0,,0,Transient,68.8,0,0,2016-06-02
-City Hotel,1,102,2016,June,24,5,1,0,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,1.0,,0,Transient-Party,65.0,0,0,2016-06-02
-Resort Hotel,1,178,2015,August,33,10,1,4,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,1,0,E,E,0,No Deposit,5.0,,0,Transient,119.25,0,0,2015-06-15
-City Hotel,1,305,2016,October,40,1,1,1,2,0.0,0,HB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,35.0,,17,Transient,100.0,0,0,2015-12-18
-City Hotel,1,81,2017,July,28,12,0,2,2,0.0,0,BB,NOR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,150.0,0,2,2017-04-23
-City Hotel,0,81,2016,June,27,30,1,3,2,0.0,0,SC,CHL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,103.5,0,1,2016-07-04
-Resort Hotel,0,40,2015,July,28,11,2,5,2,0.0,0,HB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,242.0,,0,Transient,166.0,0,0,2015-07-18
-Resort Hotel,0,129,2015,July,28,10,2,4,2,0.0,0,FB,ESP,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,5.0,,0,Transient,157.5,1,0,2015-07-16
-City Hotel,0,332,2016,September,39,22,1,3,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,77.23,0,2,2016-09-26
-City Hotel,1,343,2015,September,39,25,0,1,1,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Transient,170.0,0,0,2015-09-22
-City Hotel,1,255,2016,November,46,12,2,5,0,2.0,0,BB,TUR,Online TA,TA/TO,0,0,0,B,B,0,No Deposit,9.0,,0,Transient-Party,72.0,0,0,2016-03-10
-Resort Hotel,1,166,2015,July,29,15,0,2,2,0.0,0,FB,PRT,Groups,TA/TO,0,24,0,A,A,0,Non Refund,,,0,Transient,121.5,0,0,2015-04-28
-Resort Hotel,0,4,2016,January,5,26,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,D,0,No Deposit,,,0,Transient,38.0,0,0,2016-01-27
-City Hotel,0,30,2016,March,10,4,0,2,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,2,No Deposit,9.0,,0,Transient-Party,88.4,0,0,2016-03-06
-City Hotel,0,133,2017,April,16,19,0,4,2,0.0,0,BB,ISL,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,390.0,,0,Transient-Party,124.0,0,0,2017-04-23
-City Hotel,0,4,2016,July,28,6,0,3,2,0.0,0,BB,USA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,151.0,0,1,2016-07-09
-City Hotel,0,55,2016,April,15,6,0,1,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,56.0,,0,Transient-Party,104.0,0,0,2016-04-07
-Resort Hotel,1,12,2016,March,11,8,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,82.0,0,Transient,30.0,0,0,2016-02-29
-City Hotel,0,1,2015,September,37,6,2,0,1,0.0,0,BB,FRA,Groups,TA/TO,0,0,0,A,B,0,No Deposit,1.0,,0,Transient-Party,75.0,0,0,2015-09-08
-City Hotel,1,104,2017,May,20,16,0,3,1,0.0,0,SC,USA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,117.0,0,0,2017-03-02
-City Hotel,0,140,2015,November,47,18,0,3,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,D,1,No Deposit,29.0,,87,Transient-Party,65.0,0,0,2015-11-21
-City Hotel,1,393,2017,April,16,22,2,1,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,229.0,,0,Transient,90.0,0,0,2016-04-17
-City Hotel,0,3,2017,June,23,5,1,5,1,0.0,0,BB,AUT,Aviation,Corporate,0,0,0,A,A,0,No Deposit,,153.0,0,Transient,95.0,0,0,2017-06-11
-Resort Hotel,0,0,2016,June,25,13,1,1,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,121.0,1,0,2016-06-15
-Resort Hotel,0,0,2016,April,18,30,0,1,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,F,F,0,No Deposit,250.0,,0,Transient-Party,101.0,1,0,2016-05-01
-City Hotel,1,46,2017,June,25,20,0,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,229.0,,0,Transient-Party,90.0,0,0,2017-06-06
-City Hotel,0,13,2016,June,24,8,0,2,2,0.0,0,BB,SGP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,121.0,0,1,2016-06-10
-City Hotel,0,192,2016,June,26,24,0,2,1,0.0,0,BB,SRB,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,34.0,,0,Transient-Party,95.0,0,0,2016-06-26
-City Hotel,0,233,2017,June,26,29,2,3,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient-Party,111.06,0,2,2017-07-04
-Resort Hotel,0,140,2017,June,24,12,1,3,2,1.0,0,BB,CHN,Online TA,TA/TO,0,0,0,D,D,1,No Deposit,240.0,,0,Transient-Party,164.0,1,1,2017-06-16
-Resort Hotel,0,77,2015,September,40,28,3,7,2,0.0,0,HB,GBR,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,40.0,,0,Contract,72.1,0,0,2015-10-08
-City Hotel,0,80,2017,June,22,2,1,2,2,2.0,0,BB,PRT,Online TA,TA/TO,0,0,0,G,G,0,No Deposit,7.0,,0,Transient,250.96,0,1,2017-06-05
-City Hotel,0,44,2016,May,22,23,1,1,2,0.0,0,BB,PRT,Complementary,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,0.0,0,1,2016-05-25
-Resort Hotel,0,320,2017,June,22,3,4,10,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,40.0,,0,Contract,68.4,0,0,2017-06-17
-City Hotel,1,626,2016,November,46,7,1,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.8,0,0,2016-09-26
-City Hotel,0,59,2016,July,27,1,1,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,138.0,,0,Transient,85.0,0,0,2016-07-04
-City Hotel,1,212,2017,May,21,22,2,5,2,0.0,0,HB,BRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,114.56,0,1,2017-05-10
-City Hotel,0,48,2016,March,14,28,1,1,2,0.0,0,BB,RUS,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient,80.1,0,1,2016-03-30
-City Hotel,0,11,2016,June,25,14,0,1,1,0.0,0,SC,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,10.0,,0,Transient,78.8,0,0,2016-06-15
-Resort Hotel,0,6,2016,March,12,17,0,1,1,0.0,0,BB,ESP,Groups,TA/TO,0,0,0,A,D,1,No Deposit,66.0,,0,Transient-Party,26.0,0,0,2016-03-18
-City Hotel,0,23,2015,October,42,11,1,0,1,0.0,0,SC,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Contract,114.0,0,1,2015-10-12
-City Hotel,0,24,2017,June,23,4,2,1,2,0.0,0,BB,ISR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,170.0,0,1,2017-06-07
-City Hotel,1,0,2016,January,4,19,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,,0,Transient,65.0,0,0,2016-01-19
-City Hotel,1,223,2017,August,34,24,0,3,3,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,172.8,0,0,2017-05-10
-City Hotel,0,209,2016,August,33,7,2,1,3,0.0,0,BB,DNK,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,8.0,,0,Transient,127.8,0,2,2016-08-10
-City Hotel,0,4,2016,May,23,31,0,1,1,0.0,0,BB,FRA,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,260.0,0,Transient-Party,121.0,0,0,2016-06-01
-Resort Hotel,0,6,2017,March,9,1,0,4,2,0.0,0,BB,BEL,Groups,Corporate,0,0,0,A,A,3,No Deposit,,223.0,0,Transient-Party,37.0,0,0,2017-03-05
-Resort Hotel,0,11,2015,July,29,17,0,2,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,D,0,No Deposit,240.0,,0,Transient,155.5,1,0,2015-07-19
-City Hotel,0,7,2015,August,34,19,1,4,2,0.0,0,BB,ESP,Direct,Direct,0,0,0,A,B,0,No Deposit,,,0,Transient,67.0,0,0,2015-08-24
-City Hotel,0,145,2016,July,31,30,2,2,3,0.0,0,BB,ITA,Online TA,TA/TO,0,0,0,A,D,1,No Deposit,9.0,,0,Transient-Party,134.3,0,2,2016-08-03
-City Hotel,0,5,2015,September,39,20,1,0,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,E,E,1,No Deposit,14.0,,0,Transient,146.0,1,2,2015-09-21
-City Hotel,1,333,2016,September,39,20,0,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,Non Refund,58.0,,19,Transient,90.0,0,0,2015-11-11
-City Hotel,0,81,2016,May,19,1,2,2,2,0.0,0,BB,NLD,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,119.85,0,2,2016-05-05
-Resort Hotel,0,4,2016,May,22,28,0,1,1,0.0,0,HB,PRT,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,408.0,0,Transient,65.0,0,0,2016-05-29
-Resort Hotel,1,23,2016,July,29,13,0,4,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,161.1,0,0,2016-06-21
-City Hotel,1,89,2016,July,28,5,0,3,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,8.0,,0,Transient,114.3,0,0,2016-04-24
-City Hotel,0,78,2016,April,15,7,0,2,2,2.0,0,BB,RUS,Online TA,TA/TO,0,0,0,F,F,0,No Deposit,9.0,,0,Transient,177.3,1,2,2016-04-09
-City Hotel,1,365,2015,October,42,17,1,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Transient,62.8,0,0,2015-01-30
-Resort Hotel,0,138,2016,August,33,10,0,0,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,E,I,0,No Deposit,240.0,,0,Transient,0.0,0,1,2016-08-10
-Resort Hotel,0,2,2016,March,11,10,0,1,1,0.0,0,BB,,Corporate,Corporate,0,0,1,A,A,0,No Deposit,146.0,,0,Transient,42.0,1,0,2016-03-11
-City Hotel,0,53,2016,September,39,18,2,0,2,0.0,0,BB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,27.0,,0,Transient,94.5,1,0,2016-09-20
-City Hotel,0,111,2017,August,34,24,0,2,3,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,1,No Deposit,9.0,,0,Transient,195.0,0,2,2017-08-26
-City Hotel,1,315,2017,July,30,28,1,2,2,0.0,0,SC,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,89.1,0,0,2016-11-09
-City Hotel,0,20,2017,March,11,13,1,2,1,0.0,0,BB,FRA,Groups,TA/TO,0,0,0,A,A,1,No Deposit,254.0,,0,Transient-Party,153.67,0,0,2017-03-16
-Resort Hotel,0,8,2016,March,10,3,0,3,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,D,0,No Deposit,240.0,,0,Transient,48.0,0,1,2016-03-06
-City Hotel,1,40,2016,June,27,30,4,10,1,0.0,0,BB,AGO,Direct,Direct,0,0,0,G,G,0,No Deposit,14.0,,0,Transient,244.43,0,0,2016-06-30
-Resort Hotel,0,10,2016,March,12,14,1,2,1,0.0,0,BB,PRT,Corporate,Corporate,1,0,1,A,A,2,No Deposit,139.0,99.0,0,Transient,37.0,0,0,2016-03-17
-City Hotel,0,256,2016,June,25,15,0,2,2,0.0,0,HB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient-Party,115.0,0,1,2016-06-17
-Resort Hotel,0,161,2017,July,30,28,1,2,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,177.0,,0,Transient,141.0,0,0,2017-07-31
-Resort Hotel,0,36,2015,November,47,20,0,2,2,0.0,0,FB,ESP,Groups,TA/TO,0,0,0,A,C,0,No Deposit,38.0,,0,Transient-Party,64.0,0,0,2015-11-22
-City Hotel,0,336,2017,May,19,13,0,1,2,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,108.0,0,1,2017-05-14
-City Hotel,0,12,2016,September,39,18,2,1,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,171.33,0,1,2016-09-21
-City Hotel,1,447,2016,September,40,29,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0,2015-10-21
-City Hotel,1,42,2017,June,24,17,2,4,2,0.0,0,SC,NOR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,133.33,0,1,2017-06-05
-City Hotel,1,34,2015,August,32,5,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,1.0,,0,Transient-Party,62.0,0,0,2015-07-29
-Resort Hotel,1,140,2016,February,7,12,0,2,2,0.0,0,HB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,,,0,Transient,50.0,0,0,2015-12-11
-City Hotel,1,17,2016,July,31,29,0,1,2,1.0,0,BB,ISR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,129.0,0,2,2016-07-15
-Resort Hotel,0,163,2015,September,38,13,4,7,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,243.0,,0,Contract,62.48,0,0,2015-09-24
-City Hotel,0,7,2016,March,10,2,0,2,1,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,A,A,1,No Deposit,94.0,,0,Transient-Party,65.0,0,0,2016-03-04
-City Hotel,0,27,2016,March,11,6,2,1,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,28.0,,0,Transient,66.0,0,0,2016-03-09
-City Hotel,1,328,2015,September,37,10,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Contract,62.0,0,0,2015-01-01
-City Hotel,0,26,2016,March,11,7,1,4,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,28.0,,0,Transient,87.0,0,0,2016-03-12
-Resort Hotel,1,17,2016,October,43,17,1,2,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,60.0,0,1,2016-10-04
-Resort Hotel,0,144,2016,May,21,18,4,9,1,0.0,0,BB,GBR,Direct,Direct,0,0,0,F,F,1,No Deposit,250.0,,0,Transient,79.05,0,0,2016-05-31
-City Hotel,0,141,2016,August,36,29,1,2,2,0.0,0,SC,ITA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,85.5,0,2,2016-09-01
-Resort Hotel,0,14,2017,February,6,9,0,1,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,467.0,,0,Transient,38.4,0,0,2017-02-10
-Resort Hotel,0,134,2017,March,10,9,2,3,1,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,F,F,0,No Deposit,241.0,,0,Transient,48.43,0,2,2017-03-14
-Resort Hotel,0,1,2017,February,9,27,1,0,1,0.0,0,BB,PRT,Direct,Direct,1,0,2,A,A,0,No Deposit,,,0,Transient-Party,55.0,0,1,2017-02-28
-City Hotel,0,264,2015,July,28,8,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,1.0,,0,Transient-Party,62.0,0,0,2015-07-10
-Resort Hotel,0,89,2015,August,33,15,2,5,2,1.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,67.0,,0,Transient,145.75,1,1,2015-08-22
-City Hotel,0,99,2016,February,8,19,0,1,1,0.0,0,BB,PRT,Corporate,TA/TO,0,0,0,A,E,0,No Deposit,,67.0,0,Transient-Party,81.0,0,0,2016-02-20
-City Hotel,0,78,2016,April,15,7,0,1,1,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,86.0,,0,Transient,72.72,0,0,2016-04-08
-City Hotel,0,1,2017,August,32,10,0,1,2,0.0,0,SC,USA,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient,190.0,0,0,2017-08-11
-Resort Hotel,0,103,2016,May,19,1,2,3,2,0.0,0,BB,NLD,Groups,TA/TO,0,0,0,A,A,7,No Deposit,95.0,,0,Transient-Party,47.0,0,0,2016-05-06
-Resort Hotel,0,2,2017,April,16,21,0,1,3,1.0,0,BB,PRT,Online TA,TA/TO,0,0,0,H,H,0,No Deposit,240.0,,0,Transient,185.0,0,0,2017-04-22
-City Hotel,0,106,2016,April,18,29,1,2,2,0.0,0,BB,ITA,Direct,Direct,0,0,0,A,B,1,No Deposit,14.0,,0,Transient-Party,94.5,0,0,2016-05-02
-City Hotel,0,122,2017,July,29,19,0,4,3,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,9.0,,0,Transient,199.13,0,1,2017-07-23
-Resort Hotel,0,7,2015,December,49,2,0,1,2,0.0,0,BB,ESP,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,6.0,,0,Transient-Party,8.0,0,1,2015-12-03
-City Hotel,0,75,2016,June,23,4,1,1,2,0.0,0,SC,IRL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,11.0,,0,Transient,89.28,0,0,2016-06-06
-City Hotel,1,278,2015,July,30,22,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Transient-Party,62.0,0,0,2015-06-29
-Resort Hotel,0,110,2017,May,19,9,2,5,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,40.0,,0,Contract,40.95,0,0,2017-05-16
-Resort Hotel,0,69,2015,December,53,31,0,3,2,1.0,0,BB,PRT,Direct,Direct,0,0,0,D,D,0,No Deposit,,,0,Transient,199.73,0,3,2016-01-03
-City Hotel,1,351,2016,June,26,23,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0,2015-10-21
-City Hotel,0,2,2016,June,25,12,2,0,2,0.0,0,SC,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,108.5,0,2,2016-06-14
-Resort Hotel,0,3,2017,June,24,12,1,1,1,0.0,0,BB,PRT,Complementary,Direct,0,0,0,A,C,0,No Deposit,,,0,Transient,4.0,0,1,2017-06-14
-City Hotel,1,131,2017,June,24,16,1,2,2,0.0,0,BB,CZE,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,117.0,0,0,2017-02-05
-City Hotel,1,86,2016,January,4,22,0,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,29.0,,35,Transient,85.0,0,0,2015-12-02
-City Hotel,0,4,2016,April,16,14,0,3,2,0.0,0,BB,ARG,Direct,Direct,0,0,0,A,A,2,No Deposit,14.0,,0,Transient,110.15,1,0,2016-04-17
-Resort Hotel,0,5,2016,April,18,29,0,1,2,0.0,0,BB,PRT,Complementary,Direct,0,0,0,D,D,0,No Deposit,,,0,Transient,0.0,1,3,2016-04-30
-Resort Hotel,0,9,2017,July,27,7,1,2,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,160.0,0,2,2017-07-10
-Resort Hotel,0,4,2016,August,34,18,0,1,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,E,E,1,No Deposit,240.0,,0,Transient,20.0,1,1,2016-08-19
-City Hotel,1,84,2017,June,26,27,0,3,2,0.0,0,SC,IRL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,120.0,0,1,2017-04-06
-City Hotel,1,140,2017,April,17,28,2,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,119.0,,0,Transient-Party,130.0,0,0,2017-03-20
-City Hotel,1,414,2015,December,49,5,2,1,1,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Transient,60.0,0,0,2015-07-23
-Resort Hotel,1,262,2016,May,22,22,2,3,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,52.2,0,1,2016-05-06
-Resort Hotel,0,142,2017,April,15,9,2,4,2,0.0,0,HB,FRA,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,241.0,,0,Transient,84.49,0,2,2017-04-15
-Resort Hotel,0,294,2016,June,26,21,0,5,2,0.0,0,BB,SWE,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,64.8,0,1,2016-06-26
-Resort Hotel,0,17,2016,October,44,28,0,2,2,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,2,No Deposit,,317.0,0,Transient-Party,63.0,0,0,2016-10-30
-Resort Hotel,0,3,2017,February,5,4,0,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,D,0,No Deposit,240.0,,0,Transient,48.0,0,1,2017-02-05
-Resort Hotel,0,76,2015,November,45,1,2,3,2,0.0,0,HB,GBR,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,156.0,,0,Contract,55.04,0,0,2015-11-06
-City Hotel,1,433,2016,September,37,8,0,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,3.0,,0,Transient,70.0,0,0,2015-10-20
-Resort Hotel,0,322,2016,June,26,22,0,3,2,0.0,0,HB,POL,Groups,Direct,0,0,0,A,A,0,No Deposit,,,75,Transient-Party,92.0,0,0,2016-06-25
-City Hotel,0,12,2016,November,48,26,0,1,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient,83.13,0,0,2016-11-27
-Resort Hotel,0,134,2015,July,28,8,0,4,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,D,D,0,No Deposit,250.0,,0,Transient,84.15,0,0,2015-07-12
-Resort Hotel,0,107,2015,July,27,2,2,5,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,110.7,0,2,2015-07-09
-City Hotel,0,183,2016,September,37,8,0,3,1,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,A,1,No Deposit,44.0,,0,Transient-Party,100.0,0,0,2016-09-11
-Resort Hotel,0,243,2016,October,41,6,2,3,1,0.0,0,BB,IRL,Groups,TA/TO,0,0,0,D,D,0,No Deposit,91.0,,0,Transient-Party,55.1,0,0,2016-10-11
-Resort Hotel,0,33,2016,November,47,15,0,4,1,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,241.0,,0,Transient,26.99,0,1,2016-11-19
+hotel,lead_time,arrival_date_year,arrival_date_month,arrival_date_week_number,arrival_date_day_of_month,stays_in_weekend_nights,stays_in_week_nights,adults,children,babies,meal,country,market_segment,distribution_channel,is_repeated_guest,previous_cancellations,previous_bookings_not_canceled,reserved_room_type,assigned_room_type,booking_changes,deposit_type,agent,company,days_in_waiting_list,customer_type,adr,required_car_parking_spaces,total_of_special_requests
+Resort Hotel,131,2017,May,21,23,2,5,2,0.0,0,HB,GBR,Direct,Direct,0,0,0,C,C,1,No Deposit,250.0,,0,Transient,131.63,0,0
+City Hotel,55,2016,July,28,7,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,219.0,0,Transient-Party,79.0,0,0
+City Hotel,140,2016,July,32,31,2,3,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,113.9,0,0
+City Hotel,1,2015,September,37,6,2,0,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,1.0,,0,Transient-Party,6.0,0,0
+City Hotel,167,2017,May,18,6,2,5,3,0.0,0,BB,BRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,174.21,0,0
+Resort Hotel,15,2017,August,31,2,0,4,2,2.0,0,BB,PRT,Online TA,TA/TO,0,0,0,C,C,0,No Deposit,240.0,,0,Transient,264.0,0,1
+City Hotel,68,2016,July,28,4,1,1,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,6.0,,0,Transient,107.95,0,0
+Resort Hotel,99,2016,January,3,12,2,10,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,242.0,,0,Transient,41.4,0,0
+Resort Hotel,132,2017,June,24,15,0,3,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,110.0,0,1
+City Hotel,192,2016,October,43,21,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,29.0,,0,Transient-Party,95.0,0,0
+City Hotel,53,2016,March,12,17,1,3,1,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,10.0,,0,Transient,81.7,0,1
+Resort Hotel,0,2016,January,4,22,0,1,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,45.0,0,0
+City Hotel,2,2016,November,49,27,2,2,2,0.0,0,BB,TUR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,89.89,0,1
+City Hotel,282,2015,October,41,10,2,1,2,0.0,0,BB,SWE,Offline TA/TO,TA/TO,0,0,0,A,F,0,No Deposit,21.0,,0,Transient-Party,76.67,0,0
+City Hotel,249,2017,May,21,24,0,4,3,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,157.5,0,2
+City Hotel,80,2017,July,27,7,0,1,2,0.0,0,BB,DNK,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient-Party,108.0,0,1
+City Hotel,265,2015,July,28,9,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,1,1,0,A,A,0,No Deposit,1.0,,0,Transient-Party,62.8,0,0
+City Hotel,155,2016,June,27,27,1,2,2,0.0,0,BB,BEL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,96.3,0,0
+Resort Hotel,145,2017,February,9,26,4,7,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,40.0,,0,Contract,36.72,0,0
+City Hotel,167,2017,August,31,4,2,2,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,9.0,,0,Transient,166.5,0,0
+Resort Hotel,143,2016,June,23,2,1,3,2,0.0,0,BB,IRL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,72.0,0,1
+City Hotel,173,2016,July,28,8,0,2,2,0.0,0,SC,ITA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,85.5,0,0
+City Hotel,181,2016,October,42,11,0,2,1,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,234.0,,0,Transient-Party,120.0,0,0
+Resort Hotel,303,2016,September,36,1,4,10,2,0.0,0,BB,IRL,Offline TA/TO,TA/TO,0,0,0,E,E,0,No Deposit,171.0,,0,Transient,90.06,0,0
+City Hotel,175,2017,July,28,15,2,1,2,0.0,0,BB,CN,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,107.1,0,1
+City Hotel,2,2017,May,21,21,2,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,27.0,,0,Transient,157.25,0,0
+City Hotel,303,2016,August,34,19,2,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,21.0,,0,Transient-Party,78.0,0,0
+Resort Hotel,9,2017,April,14,7,0,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,240.0,,0,Transient,115.0,0,2
+City Hotel,122,2016,April,18,29,2,2,2,0.0,0,BB,ITA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,95.2,0,0
+Resort Hotel,2,2016,October,45,30,2,0,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,E,1,No Deposit,240.0,,0,Transient,66.0,0,1
+Resort Hotel,66,2015,December,49,5,1,1,2,0.0,0,FB,ESP,Groups,TA/TO,0,0,0,A,A,0,No Deposit,155.0,,0,Transient-Party,64.0,0,0
+City Hotel,28,2016,November,45,2,0,1,1,0.0,0,SC,POL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,120.0,0,0
+Resort Hotel,1,2015,December,50,12,0,1,2,0.0,0,HB,PRT,Direct,Direct,0,0,0,A,D,0,No Deposit,,,0,Transient,79.0,1,1
+Resort Hotel,197,2016,April,18,30,1,1,2,0.0,0,HB,AUT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,298.0,,0,Transient-Party,85.0,0,0
+City Hotel,63,2017,August,34,23,0,3,1,0.0,0,BB,CHE,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient,119.4,0,0
+Resort Hotel,203,2017,May,21,25,2,5,2,0.0,0,BB,GBR,Groups,TA/TO,0,0,0,A,A,1,No Deposit,,223.0,0,Transient-Party,59.71,1,0
+City Hotel,139,2017,July,28,13,1,3,3,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,152.1,0,0
+City Hotel,135,2017,June,26,30,0,1,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,30.0,,0,Transient,120.0,0,0
+Resort Hotel,71,2015,October,41,8,0,3,1,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,250.0,,0,Contract,48.0,1,1
+City Hotel,44,2017,June,25,19,2,5,2,0.0,0,BB,NOR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,112.91,0,1
+City Hotel,212,2016,July,31,27,4,10,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,90.95,0,2
+City Hotel,29,2016,August,36,30,0,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,122.0,0,2
+Resort Hotel,53,2017,March,10,5,2,5,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,298.0,,0,Transient-Party,30.0,0,0
+City Hotel,35,2017,August,32,8,0,1,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,229.0,,0,Transient-Party,90.0,0,0
+City Hotel,10,2015,October,40,1,2,5,2,0.0,0,HB,FRA,Direct,Direct,0,0,0,A,A,2,No Deposit,14.0,,0,Transient,171.71,0,0
+City Hotel,1,2016,August,33,7,1,0,2,0.0,0,SC,NLD,Online TA,TA/TO,0,0,0,A,D,0,No Deposit,9.0,,0,Transient,98.0,0,0
+City Hotel,22,2016,March,13,20,1,0,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,91.0,0,1
+City Hotel,0,2016,December,50,7,0,1,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,9.0,,0,Transient,98.0,0,2
+City Hotel,181,2017,May,21,25,0,2,2,0.0,0,BB,PRT,Groups,Direct,0,0,0,A,A,0,Non Refund,,,0,Transient,130.0,0,0
+City Hotel,46,2017,January,1,1,2,0,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,,,0,Transient-Party,65.0,0,0
+City Hotel,44,2017,April,16,20,0,3,1,0.0,0,BB,ITA,Groups,TA/TO,0,0,0,A,A,1,No Deposit,1.0,,0,Transient-Party,106.67,0,0
+City Hotel,16,2016,April,16,12,0,3,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,144.67,0,2
+City Hotel,9,2016,December,51,16,0,1,1,0.0,0,BB,PRT,Online TA,GDS,0,0,0,A,A,0,No Deposit,195.0,,0,Transient,86.0,0,0
+Resort Hotel,277,2016,July,29,12,2,5,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,92.57,0,1
+City Hotel,372,2016,July,29,14,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0
+City Hotel,77,2017,July,28,11,0,1,2,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,120.0,0,2
+Resort Hotel,104,2016,April,18,28,2,7,2,2.0,0,BB,CHE,Direct,Direct,0,0,0,G,G,0,No Deposit,250.0,,0,Transient,99.22,1,1
+Resort Hotel,26,2016,February,7,9,1,5,2,0.0,0,SC,PRT,Direct,Direct,0,0,0,A,I,5,No Deposit,,364.0,0,Transient-Party,0.0,0,1
+City Hotel,12,2016,October,43,21,0,2,2,1.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,180.0,0,1
+City Hotel,28,2017,April,16,21,0,1,1,0.0,0,BB,USA,Direct,Direct,0,0,0,A,D,1,No Deposit,14.0,,0,Transient,93.5,0,0
+City Hotel,23,2016,October,43,20,0,2,2,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,119.0,0,1
+City Hotel,2,2017,June,24,11,1,0,2,0.0,0,SC,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,10.0,,0,Transient,100.0,0,0
+City Hotel,377,2016,October,42,14,0,2,2,0.0,0,HB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient-Party,115.0,0,1
+City Hotel,164,2016,September,40,30,2,2,2,0.0,0,BB,BEL,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,126.9,0,1
+Resort Hotel,60,2016,January,3,16,2,5,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,A,E,1,No Deposit,6.0,,0,Transient,26.0,0,0
+Resort Hotel,2,2016,November,48,26,1,1,1,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,D,0,No Deposit,250.0,,0,Transient,38.0,0,0
+City Hotel,38,2016,November,46,10,0,3,2,0.0,0,BB,FIN,Direct,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,145.0,0,0
+Resort Hotel,134,2016,August,34,18,0,3,2,0.0,0,BB,CN,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,179.0,0,1
+City Hotel,55,2016,June,27,26,2,0,3,0.0,0,BB,PRT,Direct,Direct,0,0,0,D,D,0,No Deposit,14.0,,0,Transient,148.8,1,2
+Resort Hotel,222,2016,June,25,13,2,5,1,0.0,0,BB,GBR,Direct,Direct,0,0,0,E,F,3,No Deposit,250.0,,0,Transient,93.5,0,0
+City Hotel,217,2016,December,50,5,3,7,2,0.0,0,SC,BRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,46.63,0,1
+City Hotel,130,2016,June,27,28,1,5,3,0.0,0,BB,BRA,Online TA,TA/TO,0,0,0,A,D,4,No Deposit,7.0,,0,Transient,125.51,0,2
+Resort Hotel,2,2016,May,23,30,1,2,1,0.0,0,HB,ESP,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,175.0,,0,Transient,68.8,0,0
+City Hotel,102,2016,June,24,5,1,0,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,1.0,,0,Transient-Party,65.0,0,0
+Resort Hotel,178,2015,August,33,10,1,4,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,1,0,E,E,0,No Deposit,5.0,,0,Transient,119.25,0,0
+City Hotel,305,2016,October,40,1,1,1,2,0.0,0,HB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,35.0,,17,Transient,100.0,0,0
+City Hotel,81,2017,July,28,12,0,2,2,0.0,0,BB,NOR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,150.0,0,2
+City Hotel,81,2016,June,27,30,1,3,2,0.0,0,SC,CHL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,103.5,0,1
+Resort Hotel,40,2015,July,28,11,2,5,2,0.0,0,HB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,242.0,,0,Transient,166.0,0,0
+Resort Hotel,129,2015,July,28,10,2,4,2,0.0,0,FB,ESP,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,5.0,,0,Transient,157.5,1,0
+City Hotel,332,2016,September,39,22,1,3,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,77.23,0,2
+City Hotel,343,2015,September,39,25,0,1,1,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Transient,170.0,0,0
+City Hotel,255,2016,November,46,12,2,5,0,2.0,0,BB,TUR,Online TA,TA/TO,0,0,0,B,B,0,No Deposit,9.0,,0,Transient-Party,72.0,0,0
+Resort Hotel,166,2015,July,29,15,0,2,2,0.0,0,FB,PRT,Groups,TA/TO,0,24,0,A,A,0,Non Refund,,,0,Transient,121.5,0,0
+Resort Hotel,4,2016,January,5,26,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,D,0,No Deposit,,,0,Transient,38.0,0,0
+City Hotel,30,2016,March,10,4,0,2,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,2,No Deposit,9.0,,0,Transient-Party,88.4,0,0
+City Hotel,133,2017,April,16,19,0,4,2,0.0,0,BB,ISL,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,390.0,,0,Transient-Party,124.0,0,0
+City Hotel,4,2016,July,28,6,0,3,2,0.0,0,BB,USA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,151.0,0,1
+City Hotel,55,2016,April,15,6,0,1,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,56.0,,0,Transient-Party,104.0,0,0
+Resort Hotel,12,2016,March,11,8,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,82.0,0,Transient,30.0,0,0
+City Hotel,1,2015,September,37,6,2,0,1,0.0,0,BB,FRA,Groups,TA/TO,0,0,0,A,B,0,No Deposit,1.0,,0,Transient-Party,75.0,0,0
+City Hotel,104,2017,May,20,16,0,3,1,0.0,0,SC,USA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,117.0,0,0
+City Hotel,140,2015,November,47,18,0,3,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,D,1,No Deposit,29.0,,87,Transient-Party,65.0,0,0
+City Hotel,393,2017,April,16,22,2,1,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,229.0,,0,Transient,90.0,0,0
+City Hotel,3,2017,June,23,5,1,5,1,0.0,0,BB,AUT,Aviation,Corporate,0,0,0,A,A,0,No Deposit,,153.0,0,Transient,95.0,0,0
+Resort Hotel,0,2016,June,25,13,1,1,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,121.0,1,0
+Resort Hotel,0,2016,April,18,30,0,1,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,F,F,0,No Deposit,250.0,,0,Transient-Party,101.0,1,0
+City Hotel,46,2017,June,25,20,0,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,229.0,,0,Transient-Party,90.0,0,0
+City Hotel,13,2016,June,24,8,0,2,2,0.0,0,BB,SGP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,121.0,0,1
+City Hotel,192,2016,June,26,24,0,2,1,0.0,0,BB,SRB,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,34.0,,0,Transient-Party,95.0,0,0
+City Hotel,233,2017,June,26,29,2,3,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient-Party,111.06,0,2
+Resort Hotel,140,2017,June,24,12,1,3,2,1.0,0,BB,CHN,Online TA,TA/TO,0,0,0,D,D,1,No Deposit,240.0,,0,Transient-Party,164.0,1,1
+Resort Hotel,77,2015,September,40,28,3,7,2,0.0,0,HB,GBR,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,40.0,,0,Contract,72.1,0,0
+City Hotel,80,2017,June,22,2,1,2,2,2.0,0,BB,PRT,Online TA,TA/TO,0,0,0,G,G,0,No Deposit,7.0,,0,Transient,250.96,0,1
+City Hotel,44,2016,May,22,23,1,1,2,0.0,0,BB,PRT,Complementary,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,0.0,0,1
+Resort Hotel,320,2017,June,22,3,4,10,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,40.0,,0,Contract,68.4,0,0
+City Hotel,626,2016,November,46,7,1,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.8,0,0
+City Hotel,59,2016,July,27,1,1,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,138.0,,0,Transient,85.0,0,0
+City Hotel,212,2017,May,21,22,2,5,2,0.0,0,HB,BRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,114.56,0,1
+City Hotel,48,2016,March,14,28,1,1,2,0.0,0,BB,RUS,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient,80.1,0,1
+City Hotel,11,2016,June,25,14,0,1,1,0.0,0,SC,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,10.0,,0,Transient,78.8,0,0
+Resort Hotel,6,2016,March,12,17,0,1,1,0.0,0,BB,ESP,Groups,TA/TO,0,0,0,A,D,1,No Deposit,66.0,,0,Transient-Party,26.0,0,0
+City Hotel,23,2015,October,42,11,1,0,1,0.0,0,SC,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Contract,114.0,0,1
+City Hotel,24,2017,June,23,4,2,1,2,0.0,0,BB,ISR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,170.0,0,1
+City Hotel,0,2016,January,4,19,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,,0,Transient,65.0,0,0
+City Hotel,223,2017,August,34,24,0,3,3,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,172.8,0,0
+City Hotel,209,2016,August,33,7,2,1,3,0.0,0,BB,DNK,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,8.0,,0,Transient,127.8,0,2
+City Hotel,4,2016,May,23,31,0,1,1,0.0,0,BB,FRA,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,260.0,0,Transient-Party,121.0,0,0
+Resort Hotel,6,2017,March,9,1,0,4,2,0.0,0,BB,BEL,Groups,Corporate,0,0,0,A,A,3,No Deposit,,223.0,0,Transient-Party,37.0,0,0
+Resort Hotel,11,2015,July,29,17,0,2,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,D,0,No Deposit,240.0,,0,Transient,155.5,1,0
+City Hotel,7,2015,August,34,19,1,4,2,0.0,0,BB,ESP,Direct,Direct,0,0,0,A,B,0,No Deposit,,,0,Transient,67.0,0,0
+City Hotel,145,2016,July,31,30,2,2,3,0.0,0,BB,ITA,Online TA,TA/TO,0,0,0,A,D,1,No Deposit,9.0,,0,Transient-Party,134.3,0,2
+City Hotel,5,2015,September,39,20,1,0,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,E,E,1,No Deposit,14.0,,0,Transient,146.0,1,2
+City Hotel,333,2016,September,39,20,0,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,Non Refund,58.0,,19,Transient,90.0,0,0
+City Hotel,81,2016,May,19,1,2,2,2,0.0,0,BB,NLD,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,119.85,0,2
+Resort Hotel,4,2016,May,22,28,0,1,1,0.0,0,HB,PRT,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,408.0,0,Transient,65.0,0,0
+Resort Hotel,23,2016,July,29,13,0,4,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,161.1,0,0
+City Hotel,89,2016,July,28,5,0,3,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,8.0,,0,Transient,114.3,0,0
+City Hotel,78,2016,April,15,7,0,2,2,2.0,0,BB,RUS,Online TA,TA/TO,0,0,0,F,F,0,No Deposit,9.0,,0,Transient,177.3,1,2
+City Hotel,365,2015,October,42,17,1,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Transient,62.8,0,0
+Resort Hotel,138,2016,August,33,10,0,0,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,E,I,0,No Deposit,240.0,,0,Transient,0.0,0,1
+Resort Hotel,2,2016,March,11,10,0,1,1,0.0,0,BB,,Corporate,Corporate,0,0,1,A,A,0,No Deposit,146.0,,0,Transient,42.0,1,0
+City Hotel,53,2016,September,39,18,2,0,2,0.0,0,BB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,27.0,,0,Transient,94.5,1,0
+City Hotel,111,2017,August,34,24,0,2,3,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,1,No Deposit,9.0,,0,Transient,195.0,0,2
+City Hotel,315,2017,July,30,28,1,2,2,0.0,0,SC,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,89.1,0,0
+City Hotel,20,2017,March,11,13,1,2,1,0.0,0,BB,FRA,Groups,TA/TO,0,0,0,A,A,1,No Deposit,254.0,,0,Transient-Party,153.67,0,0
+Resort Hotel,8,2016,March,10,3,0,3,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,D,0,No Deposit,240.0,,0,Transient,48.0,0,1
+City Hotel,40,2016,June,27,30,4,10,1,0.0,0,BB,AGO,Direct,Direct,0,0,0,G,G,0,No Deposit,14.0,,0,Transient,244.43,0,0
+Resort Hotel,10,2016,March,12,14,1,2,1,0.0,0,BB,PRT,Corporate,Corporate,1,0,1,A,A,2,No Deposit,139.0,99.0,0,Transient,37.0,0,0
+City Hotel,256,2016,June,25,15,0,2,2,0.0,0,HB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient-Party,115.0,0,1
+Resort Hotel,161,2017,July,30,28,1,2,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,177.0,,0,Transient,141.0,0,0
+Resort Hotel,36,2015,November,47,20,0,2,2,0.0,0,FB,ESP,Groups,TA/TO,0,0,0,A,C,0,No Deposit,38.0,,0,Transient-Party,64.0,0,0
+City Hotel,336,2017,May,19,13,0,1,2,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,108.0,0,1
+City Hotel,12,2016,September,39,18,2,1,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,171.33,0,1
+City Hotel,447,2016,September,40,29,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0
+City Hotel,42,2017,June,24,17,2,4,2,0.0,0,SC,NOR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,133.33,0,1
+City Hotel,34,2015,August,32,5,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,1.0,,0,Transient-Party,62.0,0,0
+Resort Hotel,140,2016,February,7,12,0,2,2,0.0,0,HB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,,,0,Transient,50.0,0,0
+City Hotel,17,2016,July,31,29,0,1,2,1.0,0,BB,ISR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,129.0,0,2
+Resort Hotel,163,2015,September,38,13,4,7,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,243.0,,0,Contract,62.48,0,0
+City Hotel,7,2016,March,10,2,0,2,1,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,A,A,1,No Deposit,94.0,,0,Transient-Party,65.0,0,0
+City Hotel,27,2016,March,11,6,2,1,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,28.0,,0,Transient,66.0,0,0
+City Hotel,328,2015,September,37,10,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Contract,62.0,0,0
+City Hotel,26,2016,March,11,7,1,4,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,28.0,,0,Transient,87.0,0,0
+Resort Hotel,17,2016,October,43,17,1,2,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,60.0,0,1
+Resort Hotel,144,2016,May,21,18,4,9,1,0.0,0,BB,GBR,Direct,Direct,0,0,0,F,F,1,No Deposit,250.0,,0,Transient,79.05,0,0
+City Hotel,141,2016,August,36,29,1,2,2,0.0,0,SC,ITA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,85.5,0,2
+Resort Hotel,14,2017,February,6,9,0,1,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,467.0,,0,Transient,38.4,0,0
+Resort Hotel,134,2017,March,10,9,2,3,1,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,F,F,0,No Deposit,241.0,,0,Transient,48.43,0,2
+Resort Hotel,1,2017,February,9,27,1,0,1,0.0,0,BB,PRT,Direct,Direct,1,0,2,A,A,0,No Deposit,,,0,Transient-Party,55.0,0,1
+City Hotel,264,2015,July,28,8,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,1.0,,0,Transient-Party,62.0,0,0
+Resort Hotel,89,2015,August,33,15,2,5,2,1.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,67.0,,0,Transient,145.75,1,1
+City Hotel,99,2016,February,8,19,0,1,1,0.0,0,BB,PRT,Corporate,TA/TO,0,0,0,A,E,0,No Deposit,,67.0,0,Transient-Party,81.0,0,0
+City Hotel,78,2016,April,15,7,0,1,1,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,86.0,,0,Transient,72.72,0,0
+City Hotel,1,2017,August,32,10,0,1,2,0.0,0,SC,USA,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient,190.0,0,0
+Resort Hotel,103,2016,May,19,1,2,3,2,0.0,0,BB,NLD,Groups,TA/TO,0,0,0,A,A,7,No Deposit,95.0,,0,Transient-Party,47.0,0,0
+Resort Hotel,2,2017,April,16,21,0,1,3,1.0,0,BB,PRT,Online TA,TA/TO,0,0,0,H,H,0,No Deposit,240.0,,0,Transient,185.0,0,0
+City Hotel,106,2016,April,18,29,1,2,2,0.0,0,BB,ITA,Direct,Direct,0,0,0,A,B,1,No Deposit,14.0,,0,Transient-Party,94.5,0,0
+City Hotel,122,2017,July,29,19,0,4,3,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,9.0,,0,Transient,199.13,0,1
+Resort Hotel,7,2015,December,49,2,0,1,2,0.0,0,BB,ESP,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,6.0,,0,Transient-Party,8.0,0,1
+City Hotel,75,2016,June,23,4,1,1,2,0.0,0,SC,IRL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,11.0,,0,Transient,89.28,0,0
+City Hotel,278,2015,July,30,22,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Transient-Party,62.0,0,0
+Resort Hotel,110,2017,May,19,9,2,5,2,0.0,0,BB,GBR,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,40.0,,0,Contract,40.95,0,0
+Resort Hotel,69,2015,December,53,31,0,3,2,1.0,0,BB,PRT,Direct,Direct,0,0,0,D,D,0,No Deposit,,,0,Transient,199.73,0,3
+City Hotel,351,2016,June,26,23,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0
+City Hotel,2,2016,June,25,12,2,0,2,0.0,0,SC,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,108.5,0,2
+Resort Hotel,3,2017,June,24,12,1,1,1,0.0,0,BB,PRT,Complementary,Direct,0,0,0,A,C,0,No Deposit,,,0,Transient,4.0,0,1
+City Hotel,131,2017,June,24,16,1,2,2,0.0,0,BB,CZE,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,117.0,0,0
+City Hotel,86,2016,January,4,22,0,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,29.0,,35,Transient,85.0,0,0
+City Hotel,4,2016,April,16,14,0,3,2,0.0,0,BB,ARG,Direct,Direct,0,0,0,A,A,2,No Deposit,14.0,,0,Transient,110.15,1,0
+Resort Hotel,5,2016,April,18,29,0,1,2,0.0,0,BB,PRT,Complementary,Direct,0,0,0,D,D,0,No Deposit,,,0,Transient,0.0,1,3
+Resort Hotel,9,2017,July,27,7,1,2,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,160.0,0,2
+Resort Hotel,4,2016,August,34,18,0,1,2,0.0,0,BB,ESP,Online TA,TA/TO,0,0,0,E,E,1,No Deposit,240.0,,0,Transient,20.0,1,1
+City Hotel,84,2017,June,26,27,0,3,2,0.0,0,SC,IRL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,120.0,0,1
+City Hotel,140,2017,April,17,28,2,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,119.0,,0,Transient-Party,130.0,0,0
+City Hotel,414,2015,December,49,5,2,1,1,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Transient,60.0,0,0
+Resort Hotel,262,2016,May,22,22,2,3,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,52.2,0,1
+Resort Hotel,142,2017,April,15,9,2,4,2,0.0,0,HB,FRA,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,241.0,,0,Transient,84.49,0,2
+Resort Hotel,294,2016,June,26,21,0,5,2,0.0,0,BB,SWE,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,64.8,0,1
+Resort Hotel,17,2016,October,44,28,0,2,2,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,2,No Deposit,,317.0,0,Transient-Party,63.0,0,0
+Resort Hotel,3,2017,February,5,4,0,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,D,0,No Deposit,240.0,,0,Transient,48.0,0,1
+Resort Hotel,76,2015,November,45,1,2,3,2,0.0,0,HB,GBR,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,156.0,,0,Contract,55.04,0,0
+City Hotel,433,2016,September,37,8,0,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,3.0,,0,Transient,70.0,0,0
+Resort Hotel,322,2016,June,26,22,0,3,2,0.0,0,HB,POL,Groups,Direct,0,0,0,A,A,0,No Deposit,,,75,Transient-Party,92.0,0,0
+City Hotel,12,2016,November,48,26,0,1,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient,83.13,0,0
+Resort Hotel,134,2015,July,28,8,0,4,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,D,D,0,No Deposit,250.0,,0,Transient,84.15,0,0
+Resort Hotel,107,2015,July,27,2,2,5,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,110.7,0,2
+City Hotel,183,2016,September,37,8,0,3,1,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,A,1,No Deposit,44.0,,0,Transient-Party,100.0,0,0
+Resort Hotel,243,2016,October,41,6,2,3,1,0.0,0,BB,IRL,Groups,TA/TO,0,0,0,D,D,0,No Deposit,91.0,,0,Transient-Party,55.1,0,0
+Resort Hotel,33,2016,November,47,15,0,4,1,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,241.0,,0,Transient,26.99,0,1
diff --git a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_007/history.csv b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_007/history.csv
index d11caaac0f6037f2164f96f3a6b374cd8cf520e4..53b22c3317f657f6e4502ec83adf68c0859e8cd3 100644
--- a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_007/history.csv
+++ b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_007/history.csv
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:34ad6f46cde90b84c983adc29a70ef362d3be0e23b40dcf629486c0ae180b835
-size 16800441
+oid sha256:9a6de453ec7fc7abbe092178722fe13ceccbe8c83893ab1cc4dc3b7aacd0e36d
+size 15256041
diff --git a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_007/info.json b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_007/info.json
index 4816c05993309461836de8622438e342f2e503ff..20956c93d07801fe3772275e08832605a78593ed 100644
--- a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_007/info.json
+++ b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_007/info.json
@@ -1,398 +1,391 @@
-{
-    "name": "Hotel Booking Demand",
-    "source": "https://www.kaggle.com/datasets/jessemostipak/hotel-booking-demand/data",
-    "data_intro": "This dataset contains hotel booking data for a city hotel and a resort hotel, providing details on booking dates, stay duration, guest count, cancellation trends, and pricing. It is useful for demand forecasting, revenue management, and customer behavior analysis.",
-    "is_splited": false,
-    "overall_size": 119390,
-    "train_size": 0,
-    "test_size": 0,
-    "c_classes": 12,
-    "n_classes": 20,
-    "cat_feature_intro": {
-        "hotel": "Type of hotel (City Hotel or Resort Hotel).",
-        "arrival_date_month": "Month of arrival for the booking.",
-        "meal": "Type of meal plan booked (e.g., Breakfast included, Half board, Full board).",
-        "country": "Country of origin of the guest.",
-        "market_segment": "Booking distribution channel (e.g., direct, corporate, travel agent).",
-        "distribution_channel": "Channel through which the booking was made (e.g., online travel agents, direct).",
-        "reserved_room_type": "Type of room reserved by the guest before any changes.",
-        "assigned_room_type": "Final room type assigned to the guest.",
-        "deposit_type": "Indicates if a deposit was made and its type (e.g., No Deposit, Refundable, Non-Refundable).",
-        "customer_type": "Type of customer (e.g., transient, group, contract).",
-        "reservation_status": "Final status of the booking (e.g., Canceled, Checked-out, No-show).",
-        "reservation_status_date": "Date when the reservation status was last updated."
-    },
-    "num_feature_intro": {
-        "is_canceled": "Indicates whether the booking was canceled (1) or not (0).",
-        "lead_time": "Number of days between booking and arrival.",
-        "arrival_date_year": "Year of arrival for the booking.",
-        "arrival_date_week_number": "Week number of the arrival date.",
-        "arrival_date_day_of_month": "Day of the month of arrival.",
-        "stays_in_weekend_nights": "Number of weekend nights (Saturday or Sunday) the guest stayed.",
-        "stays_in_week_nights": "Number of weekday nights (Monday to Friday) the guest stayed.",
-        "adults": "Number of adults included in the booking.",
-        "children": "Number of children included in the booking.",
-        "babies": "Number of babies included in the booking.",
-        "is_repeated_guest": "Indicates whether the guest is a returning customer (1) or not (0).",
-        "previous_cancellations": "Number of times the guest has canceled previous bookings.",
-        "previous_bookings_not_canceled": "Number of previous bookings not canceled by the guest.",
-        "booking_changes": "Number of changes made to the booking.",
-        "agent": "ID of the booking agent (if applicable).",
-        "company": "ID of the company making the booking (if applicable).",
-        "days_in_waiting_list": "Number of days the booking was on the waiting list before confirmation.",
-        "adr": "Average daily rate (price per night per room).",
-        "required_car_parking_spaces": "Number of car parking spaces required by the guest.",
-        "total_of_special_requests": "Number of special requests made by the guest (e.g., high floor, twin beds)."
-    },
-    "evaluation_metric": null,
-    "task_type": "classification",
-    "target": "reservation_status",
-    "num_feature_value": {
-        "adr": [
-            -6.38,
-            5400.0
-        ],
-        "adults": [
-            0.0,
-            55.0
-        ],
-        "agent": [
-            1.0,
-            535.0
-        ],
-        "arrival_date_day_of_month": [
-            1.0,
-            31.0
-        ],
-        "arrival_date_week_number": [
-            1.0,
-            53.0
-        ],
-        "arrival_date_year": [
-            2015.0,
-            2017.0
-        ],
-        "babies": [
-            0.0,
-            10.0
-        ],
-        "booking_changes": [
-            0.0,
-            21.0
-        ],
-        "children": [
-            0.0,
-            10.0
-        ],
-        "company": [
-            6.0,
-            543.0
-        ],
-        "days_in_waiting_list": [
-            0.0,
-            391.0
-        ],
-        "is_canceled": [
-            0.0,
-            1.0
-        ],
-        "is_repeated_guest": [
-            0.0,
-            1.0
-        ],
-        "lead_time": [
-            0.0,
-            737.0
-        ],
-        "previous_bookings_not_canceled": [
-            0.0,
-            72.0
-        ],
-        "previous_cancellations": [
-            0.0,
-            26.0
-        ],
-        "required_car_parking_spaces": [
-            0.0,
-            8.0
-        ],
-        "stays_in_week_nights": [
-            0.0,
-            50.0
-        ],
-        "stays_in_weekend_nights": [
-            0.0,
-            19.0
-        ],
-        "total_of_special_requests": [
-            0.0,
-            5.0
-        ]
-    },
-    "cat_feature_value": {
-        "arrival_date_month": [
-            "April",
-            "August",
-            "December",
-            "February",
-            "January",
-            "July",
-            "June",
-            "March",
-            "May",
-            "November",
-            "October",
-            "September"
-        ],
-        "assigned_room_type": [
-            "A",
-            "B",
-            "C",
-            "D",
-            "E",
-            "F",
-            "G",
-            "H",
-            "I",
-            "K",
-            "L",
-            "P"
-        ],
-        "country": [
-            "ABW",
-            "AGO",
-            "AIA",
-            "ALB",
-            "AND",
-            "ARE",
-            "ARG",
-            "ARM",
-            "ASM",
-            "ATA",
-            "ATF",
-            "AUS",
-            "AUT",
-            "AZE",
-            "BDI",
-            "BEL",
-            "BEN",
-            "BFA",
-            "BGD",
-            "BGR",
-            "BHR",
-            "BHS",
-            "BIH",
-            "BLR",
-            "BOL",
-            "BRA",
-            "BRB",
-            "BWA",
-            "CAF",
-            "CHE",
-            "CHL",
-            "CHN",
-            "CIV",
-            "CMR",
-            "CN",
-            "COL",
-            "COM",
-            "CPV",
-            "CRI",
-            "CUB",
-            "CYM",
-            "CYP",
-            "CZE",
-            "DEU",
-            "DJI",
-            "DMA",
-            "DNK",
-            "DOM",
-            "DZA",
-            "ECU",
-            "EGY",
-            "ESP",
-            "EST",
-            "ETH",
-            "FIN",
-            "FJI",
-            "FRA",
-            "FRO",
-            "GAB",
-            "GBR",
-            "GEO",
-            "GGY",
-            "GHA",
-            "GIB",
-            "GLP",
-            "GNB",
-            "GRC",
-            "GTM",
-            "GUY",
-            "HKG",
-            "HND",
-            "HRV",
-            "HUN",
-            "IDN",
-            "IMN",
-            "IND",
-            "IRL",
-            "IRN",
-            "IRQ",
-            "ISL",
-            "ISR",
-            "ITA",
-            "JAM",
-            "JEY",
-            "JOR",
-            "JPN",
-            "KAZ",
-            "KEN",
-            "KHM",
-            "KIR",
-            "KNA",
-            "KOR",
-            "KWT",
-            "LAO",
-            "LBN",
-            "LBY",
-            "LCA",
-            "LIE",
-            "LKA",
-            "LTU",
-            "LUX",
-            "LVA",
-            "MAC",
-            "MAR",
-            "MCO",
-            "MDG",
-            "MDV",
-            "MEX",
-            "MKD",
-            "MLI",
-            "MLT",
-            "MMR",
-            "MNE",
-            "MOZ",
-            "MRT",
-            "MUS",
-            "MWI",
-            "MYS",
-            "MYT",
-            "NAM",
-            "NCL",
-            "NGA",
-            "NIC",
-            "NLD",
-            "NOR",
-            "NPL",
-            "NZL",
-            "OMN",
-            "PAK",
-            "PAN",
-            "PER",
-            "PHL",
-            "PLW",
-            "POL",
-            "PRI",
-            "PRT",
-            "PRY",
-            "PYF",
-            "QAT",
-            "ROU",
-            "RUS",
-            "RWA",
-            "SAU",
-            "SDN",
-            "SEN",
-            "SGP",
-            "SLE",
-            "SLV",
-            "SMR",
-            "SRB",
-            "STP",
-            "SUR",
-            "SVK",
-            "SVN",
-            "SWE",
-            "SYC",
-            "SYR",
-            "TGO",
-            "THA",
-            "TJK",
-            "TMP",
-            "TUN",
-            "TUR",
-            "TWN",
-            "TZA",
-            "UGA",
-            "UKR",
-            "UMI",
-            "URY",
-            "USA",
-            "UZB",
-            "VEN",
-            "VGB",
-            "VNM",
-            "ZAF",
-            "ZMB",
-            "ZWE"
-        ],
-        "customer_type": [
-            "Contract",
-            "Group",
-            "Transient",
-            "Transient-Party"
-        ],
-        "deposit_type": [
-            "No Deposit",
-            "Non Refund",
-            "Refundable"
-        ],
-        "distribution_channel": [
-            "Corporate",
-            "Direct",
-            "GDS",
-            "TA/TO",
-            "Undefined"
-        ],
-        "hotel": [
-            "City Hotel",
-            "Resort Hotel"
-        ],
-        "market_segment": [
-            "Aviation",
-            "Complementary",
-            "Corporate",
-            "Direct",
-            "Groups",
-            "Offline TA/TO",
-            "Online TA",
-            "Undefined"
-        ],
-        "meal": [
-            "BB",
-            "FB",
-            "HB",
-            "SC",
-            "Undefined"
-        ],
-        "reservation_status": [
-            "Canceled",
-            "Check-Out",
-            "No-Show"
-        ],
-        "reservation_status_date": "string",
-        "reserved_room_type": [
-            "A",
-            "B",
-            "C",
-            "D",
-            "E",
-            "F",
-            "G",
-            "H",
-            "L",
-            "P"
-        ]
-    }
-}
\ No newline at end of file
+{
+  "name": "Hotel Booking Demand",
+  "source": "https://www.kaggle.com/datasets/jessemostipak/hotel-booking-demand/data",
+  "data_intro": "This dataset contains hotel booking data for a city hotel and a resort hotel, providing details on booking dates, stay duration, guest count, cancellation trends, and pricing. It is useful for demand forecasting, revenue management, and customer behavior analysis.",
+  "is_splited": false,
+  "overall_size": 119390,
+  "train_size": 0,
+  "test_size": 0,
+  "c_classes": 11,
+  "n_classes": 19,
+  "cat_feature_intro": {
+    "hotel": "Type of hotel (City Hotel or Resort Hotel).",
+    "arrival_date_month": "Month of arrival for the booking.",
+    "meal": "Type of meal plan booked (e.g., Breakfast included, Half board, Full board).",
+    "country": "Country of origin of the guest.",
+    "market_segment": "Booking distribution channel (e.g., direct, corporate, travel agent).",
+    "distribution_channel": "Channel through which the booking was made (e.g., online travel agents, direct).",
+    "reserved_room_type": "Type of room reserved by the guest before any changes.",
+    "assigned_room_type": "Final room type assigned to the guest.",
+    "deposit_type": "Indicates if a deposit was made and its type (e.g., No Deposit, Refundable, Non-Refundable).",
+    "customer_type": "Type of customer (e.g., transient, group, contract).",
+    "reservation_status": "Final status of the booking (e.g., Canceled, Checked-out, No-show)."
+  },
+  "num_feature_intro": {
+    "lead_time": "Number of days between booking and arrival.",
+    "arrival_date_year": "Year of arrival for the booking.",
+    "arrival_date_week_number": "Week number of the arrival date.",
+    "arrival_date_day_of_month": "Day of the month of arrival.",
+    "stays_in_weekend_nights": "Number of weekend nights (Saturday or Sunday) the guest stayed.",
+    "stays_in_week_nights": "Number of weekday nights (Monday to Friday) the guest stayed.",
+    "adults": "Number of adults included in the booking.",
+    "children": "Number of children included in the booking.",
+    "babies": "Number of babies included in the booking.",
+    "is_repeated_guest": "Indicates whether the guest is a returning customer (1) or not (0).",
+    "previous_cancellations": "Number of times the guest has canceled previous bookings.",
+    "previous_bookings_not_canceled": "Number of previous bookings not canceled by the guest.",
+    "booking_changes": "Number of changes made to the booking.",
+    "agent": "ID of the booking agent (if applicable).",
+    "company": "ID of the company making the booking (if applicable).",
+    "days_in_waiting_list": "Number of days the booking was on the waiting list before confirmation.",
+    "adr": "Average daily rate (price per night per room).",
+    "required_car_parking_spaces": "Number of car parking spaces required by the guest.",
+    "total_of_special_requests": "Number of special requests made by the guest (e.g., high floor, twin beds)."
+  },
+  "evaluation_metric": null,
+  "task_type": "classification",
+  "target": "reservation_status",
+  "num_feature_value": {
+    "adr": [
+      -6.38,
+      5400.0
+    ],
+    "adults": [
+      0.0,
+      55.0
+    ],
+    "agent": [
+      1.0,
+      535.0
+    ],
+    "arrival_date_day_of_month": [
+      1.0,
+      31.0
+    ],
+    "arrival_date_week_number": [
+      1.0,
+      53.0
+    ],
+    "arrival_date_year": [
+      2015.0,
+      2017.0
+    ],
+    "babies": [
+      0.0,
+      10.0
+    ],
+    "booking_changes": [
+      0.0,
+      21.0
+    ],
+    "children": [
+      0.0,
+      10.0
+    ],
+    "company": [
+      6.0,
+      543.0
+    ],
+    "days_in_waiting_list": [
+      0.0,
+      391.0
+    ],
+    "is_repeated_guest": [
+      0.0,
+      1.0
+    ],
+    "lead_time": [
+      0.0,
+      737.0
+    ],
+    "previous_bookings_not_canceled": [
+      0.0,
+      72.0
+    ],
+    "previous_cancellations": [
+      0.0,
+      26.0
+    ],
+    "required_car_parking_spaces": [
+      0.0,
+      8.0
+    ],
+    "stays_in_week_nights": [
+      0.0,
+      50.0
+    ],
+    "stays_in_weekend_nights": [
+      0.0,
+      19.0
+    ],
+    "total_of_special_requests": [
+      0.0,
+      5.0
+    ]
+  },
+  "cat_feature_value": {
+    "arrival_date_month": [
+      "April",
+      "August",
+      "December",
+      "February",
+      "January",
+      "July",
+      "June",
+      "March",
+      "May",
+      "November",
+      "October",
+      "September"
+    ],
+    "assigned_room_type": [
+      "A",
+      "B",
+      "C",
+      "D",
+      "E",
+      "F",
+      "G",
+      "H",
+      "I",
+      "K",
+      "L",
+      "P"
+    ],
+    "country": [
+      "ABW",
+      "AGO",
+      "AIA",
+      "ALB",
+      "AND",
+      "ARE",
+      "ARG",
+      "ARM",
+      "ASM",
+      "ATA",
+      "ATF",
+      "AUS",
+      "AUT",
+      "AZE",
+      "BDI",
+      "BEL",
+      "BEN",
+      "BFA",
+      "BGD",
+      "BGR",
+      "BHR",
+      "BHS",
+      "BIH",
+      "BLR",
+      "BOL",
+      "BRA",
+      "BRB",
+      "BWA",
+      "CAF",
+      "CHE",
+      "CHL",
+      "CHN",
+      "CIV",
+      "CMR",
+      "CN",
+      "COL",
+      "COM",
+      "CPV",
+      "CRI",
+      "CUB",
+      "CYM",
+      "CYP",
+      "CZE",
+      "DEU",
+      "DJI",
+      "DMA",
+      "DNK",
+      "DOM",
+      "DZA",
+      "ECU",
+      "EGY",
+      "ESP",
+      "EST",
+      "ETH",
+      "FIN",
+      "FJI",
+      "FRA",
+      "FRO",
+      "GAB",
+      "GBR",
+      "GEO",
+      "GGY",
+      "GHA",
+      "GIB",
+      "GLP",
+      "GNB",
+      "GRC",
+      "GTM",
+      "GUY",
+      "HKG",
+      "HND",
+      "HRV",
+      "HUN",
+      "IDN",
+      "IMN",
+      "IND",
+      "IRL",
+      "IRN",
+      "IRQ",
+      "ISL",
+      "ISR",
+      "ITA",
+      "JAM",
+      "JEY",
+      "JOR",
+      "JPN",
+      "KAZ",
+      "KEN",
+      "KHM",
+      "KIR",
+      "KNA",
+      "KOR",
+      "KWT",
+      "LAO",
+      "LBN",
+      "LBY",
+      "LCA",
+      "LIE",
+      "LKA",
+      "LTU",
+      "LUX",
+      "LVA",
+      "MAC",
+      "MAR",
+      "MCO",
+      "MDG",
+      "MDV",
+      "MEX",
+      "MKD",
+      "MLI",
+      "MLT",
+      "MMR",
+      "MNE",
+      "MOZ",
+      "MRT",
+      "MUS",
+      "MWI",
+      "MYS",
+      "MYT",
+      "NAM",
+      "NCL",
+      "NGA",
+      "NIC",
+      "NLD",
+      "NOR",
+      "NPL",
+      "NZL",
+      "OMN",
+      "PAK",
+      "PAN",
+      "PER",
+      "PHL",
+      "PLW",
+      "POL",
+      "PRI",
+      "PRT",
+      "PRY",
+      "PYF",
+      "QAT",
+      "ROU",
+      "RUS",
+      "RWA",
+      "SAU",
+      "SDN",
+      "SEN",
+      "SGP",
+      "SLE",
+      "SLV",
+      "SMR",
+      "SRB",
+      "STP",
+      "SUR",
+      "SVK",
+      "SVN",
+      "SWE",
+      "SYC",
+      "SYR",
+      "TGO",
+      "THA",
+      "TJK",
+      "TMP",
+      "TUN",
+      "TUR",
+      "TWN",
+      "TZA",
+      "UGA",
+      "UKR",
+      "UMI",
+      "URY",
+      "USA",
+      "UZB",
+      "VEN",
+      "VGB",
+      "VNM",
+      "ZAF",
+      "ZMB",
+      "ZWE"
+    ],
+    "customer_type": [
+      "Contract",
+      "Group",
+      "Transient",
+      "Transient-Party"
+    ],
+    "deposit_type": [
+      "No Deposit",
+      "Non Refund",
+      "Refundable"
+    ],
+    "distribution_channel": [
+      "Corporate",
+      "Direct",
+      "GDS",
+      "TA/TO",
+      "Undefined"
+    ],
+    "hotel": [
+      "City Hotel",
+      "Resort Hotel"
+    ],
+    "market_segment": [
+      "Aviation",
+      "Complementary",
+      "Corporate",
+      "Direct",
+      "Groups",
+      "Offline TA/TO",
+      "Online TA",
+      "Undefined"
+    ],
+    "meal": [
+      "BB",
+      "FB",
+      "HB",
+      "SC",
+      "Undefined"
+    ],
+    "reservation_status": [
+      "Canceled",
+      "Check-Out",
+      "No-Show"
+    ],
+    "reserved_room_type": [
+      "A",
+      "B",
+      "C",
+      "D",
+      "E",
+      "F",
+      "G",
+      "H",
+      "L",
+      "P"
+    ]
+  }
+}
diff --git a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_007/test_current.csv b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_007/test_current.csv
index caae5f15d387ceb161bc9bdffaaec587b745fa08..dc66706d9896d0969e7706166ce7d08addf8d6e2 100644
--- a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_007/test_current.csv
+++ b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_007/test_current.csv
@@ -1,15 +1,15 @@
-hotel,is_canceled,lead_time,arrival_date_year,arrival_date_month,arrival_date_week_number,arrival_date_day_of_month,stays_in_weekend_nights,stays_in_week_nights,adults,children,babies,meal,country,market_segment,distribution_channel,is_repeated_guest,previous_cancellations,previous_bookings_not_canceled,reserved_room_type,assigned_room_type,booking_changes,deposit_type,agent,company,days_in_waiting_list,customer_type,adr,required_car_parking_spaces,total_of_special_requests,reservation_status,reservation_status_date
-City Hotel,1,303,2016,August,34,19,2,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,21.0,,0,Transient-Party,78.0,0,0,Canceled,2016-07-19
-City Hotel,1,372,2016,July,29,14,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0,Canceled,2015-10-21
-City Hotel,1,305,2016,October,40,1,1,1,2,0.0,0,HB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,35.0,,17,Transient,100.0,0,0,Canceled,2015-12-18
-City Hotel,1,343,2015,September,39,25,0,1,1,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Transient,170.0,0,0,Canceled,2015-09-22
-City Hotel,1,393,2017,April,16,22,2,1,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,229.0,,0,Transient,90.0,0,0,Canceled,2016-04-17
-City Hotel,1,626,2016,November,46,7,1,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.8,0,0,Canceled,2016-09-26
-City Hotel,1,333,2016,September,39,20,0,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,Non Refund,58.0,,19,Transient,90.0,0,0,Canceled,2015-11-11
-City Hotel,1,365,2015,October,42,17,1,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Transient,62.8,0,0,Canceled,2015-01-30
-City Hotel,1,315,2017,July,30,28,1,2,2,0.0,0,SC,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,89.1,0,0,Canceled,2016-11-09
-City Hotel,1,447,2016,September,40,29,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0,Canceled,2015-10-21
-City Hotel,1,328,2015,September,37,10,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Contract,62.0,0,0,Canceled,2015-01-01
-City Hotel,1,351,2016,June,26,23,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0,Canceled,2015-10-21
-City Hotel,1,414,2015,December,49,5,2,1,1,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Transient,60.0,0,0,Canceled,2015-07-23
-City Hotel,1,433,2016,September,37,8,0,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,3.0,,0,Transient,70.0,0,0,Canceled,2015-10-20
+hotel,lead_time,arrival_date_year,arrival_date_month,arrival_date_week_number,arrival_date_day_of_month,stays_in_weekend_nights,stays_in_week_nights,adults,children,babies,meal,country,market_segment,distribution_channel,is_repeated_guest,previous_cancellations,previous_bookings_not_canceled,reserved_room_type,assigned_room_type,booking_changes,deposit_type,agent,company,days_in_waiting_list,customer_type,adr,required_car_parking_spaces,total_of_special_requests,reservation_status
+City Hotel,303,2016,August,34,19,2,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,21.0,,0,Transient-Party,78.0,0,0,Canceled
+City Hotel,372,2016,July,29,14,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0,Canceled
+City Hotel,305,2016,October,40,1,1,1,2,0.0,0,HB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,35.0,,17,Transient,100.0,0,0,Canceled
+City Hotel,343,2015,September,39,25,0,1,1,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Transient,170.0,0,0,Canceled
+City Hotel,393,2017,April,16,22,2,1,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,229.0,,0,Transient,90.0,0,0,Canceled
+City Hotel,626,2016,November,46,7,1,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.8,0,0,Canceled
+City Hotel,333,2016,September,39,20,0,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,Non Refund,58.0,,19,Transient,90.0,0,0,Canceled
+City Hotel,365,2015,October,42,17,1,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Transient,62.8,0,0,Canceled
+City Hotel,315,2017,July,30,28,1,2,2,0.0,0,SC,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,89.1,0,0,Canceled
+City Hotel,447,2016,September,40,29,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0,Canceled
+City Hotel,328,2015,September,37,10,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Contract,62.0,0,0,Canceled
+City Hotel,351,2016,June,26,23,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0,Canceled
+City Hotel,414,2015,December,49,5,2,1,1,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Transient,60.0,0,0,Canceled
+City Hotel,433,2016,September,37,8,0,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,3.0,,0,Transient,70.0,0,0,Canceled
diff --git a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_008/Hotel_booking_demand_B4_008_current.json b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_008/Hotel_booking_demand_B4_008_current.json
index 764fda76de6b35c3bb3244b01662f54a787918f9..8060802ccc788bad4aca882026bf3265c260a491 100644
--- a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_008/Hotel_booking_demand_B4_008_current.json
+++ b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_008/Hotel_booking_demand_B4_008_current.json
@@ -1,7449 +1,7049 @@
 {
-    "id": "008",
-    "task_type": "B4",
-    "subtask_type": "filter",
-    "perspective": "data_holder",
-    "dataset_name": "Hotel booking demand",
-    "table_path": "output/daily/classification/Hotel booking demand_B4/Hotel booking demand_B4_008/test.csv",
-    "query": "Our goal is to improve the booking experience for families. Reviewing our past records, for the new batch of data, could you group all the bookings that included at least one \"child\"? For these family bookings, I want to know which ones successfully completed their stay and checked out, so we can analyze what made those reservations successful.",
-    "meta_info": {
-        "domain": "daily"
+  "id": "008",
+  "task_type": "B4",
+  "subtask_type": "filter",
+  "perspective": "data_holder",
+  "dataset_name": "Hotel booking demand",
+  "table_path": "output/daily/classification/Hotel booking demand_B4/Hotel booking demand_B4_008/test.csv",
+  "query": "Our goal is to improve the booking experience for families. Reviewing our past records, for the new batch of data, could you group all the bookings that included at least one \"child\"? For these family bookings, I want to know which ones successfully completed their stay and checked out, so we can analyze what made those reservations successful.",
+  "meta_info": {
+    "domain": "daily"
+  },
+  "final_decision": {},
+  "what_if": {},
+  "ground_truth": {
+    "extracted_features": [
+      {
+        "scenario_id": "001",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 58,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 20,
+          "arrival_date_day_of_month": 8,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 0,
+          "adults": 3,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "I",
+          "booking_changes": 3,
+          "deposit_type": "No Deposit",
+          "agent": 393.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 75.6,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "002",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 122,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 35,
+          "arrival_date_day_of_month": 23,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 5,
+          "adults": 3,
+          "children": 1.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "ESP",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "H",
+          "assigned_room_type": "H",
+          "booking_changes": 2,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 265.83,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "003",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 101,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 36,
+          "arrival_date_day_of_month": 30,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "CN",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "F",
+          "assigned_room_type": "F",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 250.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 197.67,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "004",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 356,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 41,
+          "arrival_date_day_of_month": 8,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 1,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 1.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Contract",
+          "adr": 62.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "010",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 48,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 38,
+          "arrival_date_day_of_month": 14,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 281.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 130.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "011",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 167,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 16,
+          "arrival_date_day_of_month": 17,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "CHE",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": 16.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 89.1,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "015",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 3,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 37,
+          "arrival_date_day_of_month": 9,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "FRA",
+          "market_segment": "Corporate",
+          "distribution_channel": "Corporate",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "B",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": 68.0,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 90.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "020",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 123,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 19,
+          "arrival_date_day_of_month": 8,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 4,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "NOR",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 3,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 111.6,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "021",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 0,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 33,
+          "arrival_date_day_of_month": 14,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 6.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 109.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "022",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 158,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 13,
+          "arrival_date_day_of_month": 27,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "ISR",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": 37.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 95.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "023",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 130,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 16,
+          "arrival_date_day_of_month": 13,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 4,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 1,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 29.0,
+          "company": null,
+          "days_in_waiting_list": 10,
+          "customer_type": "Transient",
+          "adr": 100.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "025",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 138,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 28,
+          "arrival_date_day_of_month": 4,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "IND",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 7.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 91.48,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "026",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 69,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "February",
+          "arrival_date_week_number": 8,
+          "arrival_date_day_of_month": 25,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 5,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "BEL",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 53.14,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "027",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 2,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 43,
+          "arrival_date_day_of_month": 19,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "DEU",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 81.0,
+          "required_car_parking_spaces": 1,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "028",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 45,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 13,
+          "arrival_date_day_of_month": 21,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "FRA",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 28.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 85.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "029",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 26,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "November",
+          "arrival_date_week_number": 47,
+          "arrival_date_day_of_month": 17,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 83.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 91.2,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "040",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 364,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 42,
+          "arrival_date_day_of_month": 12,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 4,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Groups",
+          "distribution_channel": "Corporate",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": 223.0,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 69.0,
+          "required_car_parking_spaces": 1,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "041",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 254,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 37,
+          "arrival_date_day_of_month": 12,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "CN",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 15.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 0.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "043",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 11,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "December",
+          "arrival_date_week_number": 50,
+          "arrival_date_day_of_month": 6,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "ESP",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 88.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "046",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 0,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "January",
+          "arrival_date_week_number": 1,
+          "arrival_date_day_of_month": 2,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Corporate",
+          "distribution_channel": "Corporate",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 165.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 41.0,
+          "required_car_parking_spaces": 1,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "048",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 3,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 16,
+          "arrival_date_day_of_month": 14,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "PRT",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "E",
+          "assigned_room_type": "E",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": 250.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 116.0,
+          "required_car_parking_spaces": 1,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "049",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 1,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 12,
+          "arrival_date_day_of_month": 15,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Corporate",
+          "distribution_channel": "Corporate",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": 165.0,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 30.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "053",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 10,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "December",
+          "arrival_date_week_number": 53,
+          "arrival_date_day_of_month": 31,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 2.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "USA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "G",
+          "assigned_room_type": "G",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 180.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "056",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 0,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "December",
+          "arrival_date_week_number": 52,
+          "arrival_date_day_of_month": 22,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 96.0,
+          "required_car_parking_spaces": 1,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "057",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 179,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 35,
+          "arrival_date_day_of_month": 26,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "AUT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": 7.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 82.18,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "058",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 65,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 31,
+          "arrival_date_day_of_month": 27,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "AUS",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 109.9,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "060",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 73,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 44,
+          "arrival_date_day_of_month": 28,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "DEU",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 1,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": 21.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Group",
+          "adr": 62.5,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "068",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 152,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 38,
+          "arrival_date_day_of_month": 16,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 4,
+          "adults": 3,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 13.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 136.68,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "069",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 39,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 33,
+          "arrival_date_day_of_month": 14,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 6.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 109.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "072",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 11,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 11,
+          "arrival_date_day_of_month": 7,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "FRA",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 28.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 70.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "073",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 267,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 14,
+          "arrival_date_day_of_month": 31,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 1.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 62.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "075",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 3,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "January",
+          "arrival_date_week_number": 3,
+          "arrival_date_day_of_month": 15,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "BEL",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 11.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 69.84,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "078",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 81,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 18,
+          "arrival_date_day_of_month": 1,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 2,
+          "adults": 3,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "ITA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "E",
+          "assigned_room_type": "E",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 196.2,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "080",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 99,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "February",
+          "arrival_date_week_number": 8,
+          "arrival_date_day_of_month": 19,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Corporate",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "D",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": 67.0,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 80.5,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "082",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 10,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "November",
+          "arrival_date_week_number": 45,
+          "arrival_date_day_of_month": 1,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 4,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "COL",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 102.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "083",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 1,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "December",
+          "arrival_date_week_number": 52,
+          "arrival_date_day_of_month": 22,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 5,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": 8.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 51.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "086",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 274,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 40,
+          "arrival_date_day_of_month": 3,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 5,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 1,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 96.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 36.05,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "088",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 54,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "January",
+          "arrival_date_week_number": 2,
+          "arrival_date_day_of_month": 14,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 3,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "BRA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 138.6,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "093",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 133,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 28,
+          "arrival_date_day_of_month": 9,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "BEL",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 14.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 89.1,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "094",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 396,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 26,
+          "arrival_date_day_of_month": 25,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 0,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "B",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": 6.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 80.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "097",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 69,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 17,
+          "arrival_date_day_of_month": 18,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "FRA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 110.08,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "099",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 44,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 27,
+          "arrival_date_day_of_month": 28,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 1.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "ESP",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 134.1,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "101",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 277,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "November",
+          "arrival_date_week_number": 46,
+          "arrival_date_day_of_month": 7,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 100.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "104",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 218,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 27,
+          "arrival_date_day_of_month": 5,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 4,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "DEU",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 107.1,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "105",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 71,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 35,
+          "arrival_date_day_of_month": 26,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 131.4,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "107",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 340,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 16,
+          "arrival_date_day_of_month": 21,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 2,
+          "adults": 1,
+          "children": 1.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 98.1,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "108",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 114,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 29,
+          "arrival_date_day_of_month": 13,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 4,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "IRL",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 8.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 89.25,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "110",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 232,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "November",
+          "arrival_date_week_number": 48,
+          "arrival_date_day_of_month": 26,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 11.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 30.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "113",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 311,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 35,
+          "arrival_date_day_of_month": 24,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 1,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 1.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 62.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "114",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 138,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 30,
+          "arrival_date_day_of_month": 23,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 4,
+          "adults": 3,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "Undefined",
+          "country": "ESP",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "F",
+          "assigned_room_type": "F",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 318.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "118",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 301,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "November",
+          "arrival_date_week_number": 47,
+          "arrival_date_day_of_month": 18,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 20.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 52.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "122",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 110,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 33,
+          "arrival_date_day_of_month": 10,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 4,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "IRL",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 189.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "123",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 0,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "February",
+          "arrival_date_week_number": 6,
+          "arrival_date_day_of_month": 8,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": null,
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "F",
+          "assigned_room_type": "F",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 73.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "126",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 11,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "November",
+          "arrival_date_week_number": 45,
+          "arrival_date_day_of_month": 5,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 130.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "127",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 0,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 20,
+          "arrival_date_day_of_month": 15,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 0,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 79.0,
+          "required_car_parking_spaces": 1,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "128",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 2,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "November",
+          "arrival_date_week_number": 48,
+          "arrival_date_day_of_month": 23,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 103.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "129",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 23,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "January",
+          "arrival_date_week_number": 2,
+          "arrival_date_day_of_month": 8,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 1.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "ITA",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "E",
+          "assigned_room_type": "E",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 14.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 168.0,
+          "required_car_parking_spaces": 1,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "130",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 78,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "December",
+          "arrival_date_week_number": 50,
+          "arrival_date_day_of_month": 8,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "DZA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 88.4,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "133",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 44,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 41,
+          "arrival_date_day_of_month": 2,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 8.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 108.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "135",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 0,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "January",
+          "arrival_date_week_number": 1,
+          "arrival_date_day_of_month": 3,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Corporate",
+          "distribution_channel": "Corporate",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": 154.0,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 35.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "137",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 88,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 20,
+          "arrival_date_day_of_month": 14,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 0,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 126.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "139",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 102,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 41,
+          "arrival_date_day_of_month": 2,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "ITA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 108.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "144",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 47,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "February",
+          "arrival_date_week_number": 8,
+          "arrival_date_day_of_month": 25,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "DEU",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 104.4,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "145",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 42,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "January",
+          "arrival_date_week_number": 3,
+          "arrival_date_day_of_month": 16,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 80.3,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "150",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 159,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "January",
+          "arrival_date_week_number": 5,
+          "arrival_date_day_of_month": 25,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "E",
+          "assigned_room_type": "E",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 241.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 38.86,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "153",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 160,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 12,
+          "arrival_date_day_of_month": 25,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 3,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "G",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 135.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "159",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 89,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 39,
+          "arrival_date_day_of_month": 20,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 5,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "ROU",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 2,
+          "deposit_type": "No Deposit",
+          "agent": 138.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 95.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "160",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 32,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 42,
+          "arrival_date_day_of_month": 10,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 3,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "CHN",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 148.28,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "167",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 21,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 30,
+          "arrival_date_day_of_month": 17,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 4,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 204.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "168",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 240,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 30,
+          "arrival_date_day_of_month": 23,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 110.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "170",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 203,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 33,
+          "arrival_date_day_of_month": 18,
+          "stays_in_weekend_nights": 4,
+          "stays_in_week_nights": 8,
+          "adults": 2,
+          "children": 1.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "AZE",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 15.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 126.8,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 3,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "171",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 233,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 24,
+          "arrival_date_day_of_month": 15,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "CN",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 99.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "173",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 11,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 11,
+          "arrival_date_day_of_month": 11,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "BEL",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 138.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 74.8,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "175",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 323,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 22,
+          "arrival_date_day_of_month": 26,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 1.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 62.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "177",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 25,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 41,
+          "arrival_date_day_of_month": 6,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 4,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "DEU",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Contract",
+          "adr": 112.25,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "178",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 223,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 18,
+          "arrival_date_day_of_month": 4,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 5,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": 177.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 68.4,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "179",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 11,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 36,
+          "arrival_date_day_of_month": 28,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 2,
+          "adults": 3,
+          "children": 1.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "ESP",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "G",
+          "assigned_room_type": "G",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 14.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 246.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "183",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 128,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "November",
+          "arrival_date_week_number": 48,
+          "arrival_date_day_of_month": 26,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "DEU",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 79.2,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "187",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 23,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "January",
+          "arrival_date_week_number": 3,
+          "arrival_date_day_of_month": 14,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "USA",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "E",
+          "assigned_room_type": "E",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 48.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "188",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 37,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 30,
+          "arrival_date_day_of_month": 23,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 5,
+          "adults": 3,
+          "children": 1.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "H",
+          "assigned_room_type": "H",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 210.0,
+          "required_car_parking_spaces": 1,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "189",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 24,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 27,
+          "arrival_date_day_of_month": 6,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 2.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "DEU",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "G",
+          "assigned_room_type": "G",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 7.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 250.96,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "192",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 195,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 38,
+          "arrival_date_day_of_month": 17,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 1,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 20.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 48.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "195",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 173,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 16,
+          "arrival_date_day_of_month": 20,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 99.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "198",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 7,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 19,
+          "arrival_date_day_of_month": 8,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 0,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 160.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 3,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "201",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 159,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 24,
+          "arrival_date_day_of_month": 17,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 5,
+          "adults": 3,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "DEU",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 157.25,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "203",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 85,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 28,
+          "arrival_date_day_of_month": 3,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 3,
+          "adults": 3,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "FB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "C",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": 5.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 168.48,
+          "required_car_parking_spaces": 1,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "207",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 312,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 35,
+          "arrival_date_day_of_month": 25,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 4,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 1,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 1.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 62.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "211",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 605,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 43,
+          "arrival_date_day_of_month": 17,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 1.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 60.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "212",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 12,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 20,
+          "arrival_date_day_of_month": 16,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 5,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "CHN",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 8.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 156.75,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "217",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 108,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 11,
+          "arrival_date_day_of_month": 17,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "DEU",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 97.2,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "219",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 321,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 36,
+          "arrival_date_day_of_month": 3,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 1,
+          "previous_cancellations": 1,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 1.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 62.8,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "221",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 172,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 37,
+          "arrival_date_day_of_month": 12,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 15.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 36.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "227",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 275,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 28,
+          "arrival_date_day_of_month": 11,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "DEU",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 89.1,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "229",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 94,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 10,
+          "arrival_date_day_of_month": 4,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 1,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 154.0,
+          "company": null,
+          "days_in_waiting_list": 28,
+          "customer_type": "Transient",
+          "adr": 80.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "233",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 288,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 27,
+          "arrival_date_day_of_month": 3,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 4,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "POL",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 89.1,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "236",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 325,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 37,
+          "arrival_date_day_of_month": 7,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 1,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 1.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Contract",
+          "adr": 62.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "237",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 326,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 25,
+          "arrival_date_day_of_month": 23,
+          "stays_in_weekend_nights": 3,
+          "stays_in_week_nights": 7,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "GBR",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": 40.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Contract",
+          "adr": 102.2,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "239",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 277,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 25,
+          "arrival_date_day_of_month": 12,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "Undefined",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 110.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "240",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 56,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 12,
+          "arrival_date_day_of_month": 21,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 86.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 85.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "242",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 18,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "February",
+          "arrival_date_week_number": 7,
+          "arrival_date_day_of_month": 11,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 1.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "FRA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 111.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "244",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 50,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 28,
+          "arrival_date_day_of_month": 10,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 1.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "DNK",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 160.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "245",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 2,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 45,
+          "arrival_date_day_of_month": 30,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 0,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Complementary",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 6.0,
+          "required_car_parking_spaces": 1,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "253",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 56,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 23,
+          "arrival_date_day_of_month": 30,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "BEL",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 120.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "255",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 35,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 19,
+          "arrival_date_day_of_month": 10,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 39.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 130.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "260",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 74,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 27,
+          "arrival_date_day_of_month": 8,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "GBR",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 120.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "261",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 88,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 23,
+          "arrival_date_day_of_month": 5,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "FRA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 83.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 122.4,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "263",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 46,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 11,
+          "arrival_date_day_of_month": 11,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 375.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 25.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "264",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 172,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "December",
+          "arrival_date_week_number": 53,
+          "arrival_date_day_of_month": 26,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 5,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "DEU",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 2,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 52.46,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "266",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 33,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 27,
+          "arrival_date_day_of_month": 1,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 1.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "FRA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "C",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 152.1,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "270",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 294,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 32,
+          "arrival_date_day_of_month": 7,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 1,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 1.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 62.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "272",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 86,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 15,
+          "arrival_date_day_of_month": 6,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "NLD",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 99.3,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "278",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 10,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 34,
+          "arrival_date_day_of_month": 15,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 0,
+          "adults": 2,
+          "children": 2.0,
+          "babies": 1,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "G",
+          "assigned_room_type": "G",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 276.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "279",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 1,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "January",
+          "arrival_date_week_number": 2,
+          "arrival_date_day_of_month": 13,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 2.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "C",
+          "assigned_room_type": "I",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": 196.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 0.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "284",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 68,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "February",
+          "arrival_date_week_number": 8,
+          "arrival_date_day_of_month": 17,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 1,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 37.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 75.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "286",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 135,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "February",
+          "arrival_date_week_number": 8,
+          "arrival_date_day_of_month": 25,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "ITA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 79.2,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "288",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 120,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 43,
+          "arrival_date_day_of_month": 24,
+          "stays_in_weekend_nights": 4,
+          "stays_in_week_nights": 6,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "IRL",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 175.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 34.56,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "289",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 105,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 20,
+          "arrival_date_day_of_month": 19,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 160.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "293",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 55,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 15,
+          "arrival_date_day_of_month": 6,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 56.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 104.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "297",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 30,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 40,
+          "arrival_date_day_of_month": 30,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 3.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 121.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "302",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 10,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 32,
+          "arrival_date_day_of_month": 11,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "FRA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 189.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "303",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 3,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 45,
+          "arrival_date_day_of_month": 31,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "SWE",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 140.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "304",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 92,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "February",
+          "arrival_date_week_number": 9,
+          "arrival_date_day_of_month": 26,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "Undefined",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 1,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 134.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 79.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "305",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 19,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 28,
+          "arrival_date_day_of_month": 15,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "FRA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 126.67,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "315",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 62,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "November",
+          "arrival_date_week_number": 46,
+          "arrival_date_day_of_month": 6,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 2,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "RUS",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 140.63,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "317",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 0,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 15,
+          "arrival_date_day_of_month": 4,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 0,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 56.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "318",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 100,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 42,
+          "arrival_date_day_of_month": 16,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 6.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 108.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "320",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 234,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 37,
+          "arrival_date_day_of_month": 9,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "DEU",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "E",
+          "assigned_room_type": "E",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 241.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 119.34,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "325",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 247,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 44,
+          "arrival_date_day_of_month": 28,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 37.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 110.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "329",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 69,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 33,
+          "arrival_date_day_of_month": 16,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 4,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 230.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "331",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 192,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 24,
+          "arrival_date_day_of_month": 11,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 5,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 314.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 88.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "333",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 35,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "February",
+          "arrival_date_week_number": 6,
+          "arrival_date_day_of_month": 9,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 5,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "FRA",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 14.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 71.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "334",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 272,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 29,
+          "arrival_date_day_of_month": 16,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 1,
+          "previous_cancellations": 1,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 1.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 62.8,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "335",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 25,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 17,
+          "arrival_date_day_of_month": 17,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 1.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "IRL",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 125.5,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "337",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 69,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 44,
+          "arrival_date_day_of_month": 25,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 37.0,
+          "company": null,
+          "days_in_waiting_list": 58,
+          "customer_type": "Transient-Party",
+          "adr": 85.67,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "340",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 59,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "November",
+          "arrival_date_week_number": 47,
+          "arrival_date_day_of_month": 18,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "FRA",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 28.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 75.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "342",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 184,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 41,
+          "arrival_date_day_of_month": 4,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "NOR",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "B",
+          "assigned_room_type": "B",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 101.05,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "343",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 2,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "January",
+          "arrival_date_week_number": 4,
+          "arrival_date_day_of_month": 23,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "ESP",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 314.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 29.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "345",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 13,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 23,
+          "arrival_date_day_of_month": 7,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Corporate",
+          "distribution_channel": "Corporate",
+          "is_repeated_guest": 1,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 2,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": 154.0,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 75.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "346",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 26,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "January",
+          "arrival_date_week_number": 5,
+          "arrival_date_day_of_month": 30,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "FRA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 8.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 91.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "350",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 4,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 22,
+          "arrival_date_day_of_month": 29,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "ESP",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 28.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 94.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "354",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 64,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 12,
+          "arrival_date_day_of_month": 19,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 2.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "E",
+          "assigned_room_type": "F",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 159.6,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "355",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 221,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 18,
+          "arrival_date_day_of_month": 30,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 5,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 82.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "363",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 7,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "February",
+          "arrival_date_week_number": 9,
+          "arrival_date_day_of_month": 26,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "NLD",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 74.8,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "364",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 328,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 37,
+          "arrival_date_day_of_month": 10,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 1,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 1.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Contract",
+          "adr": 62.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "367",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 364,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 42,
+          "arrival_date_day_of_month": 12,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 4,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Groups",
+          "distribution_channel": "Corporate",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": 223.0,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 60.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "368",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 96,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 25,
+          "arrival_date_day_of_month": 19,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "GBR",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 126.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "369",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 0,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 20,
+          "arrival_date_day_of_month": 18,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 144.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "No-Show"
+        }
+      },
+      {
+        "scenario_id": "371",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 56,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 38,
+          "arrival_date_day_of_month": 17,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 20.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 82.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "375",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 162,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 22,
+          "arrival_date_day_of_month": 3,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "DEU",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 27.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 89.1,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "376",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 184,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 34,
+          "arrival_date_day_of_month": 26,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 5,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "FB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 8.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 173.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "377",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 321,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 36,
+          "arrival_date_day_of_month": 3,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 1,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 1.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Contract",
+          "adr": 62.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "382",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 71,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 25,
+          "arrival_date_day_of_month": 14,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 236.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 120.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "391",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 448,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 24,
+          "arrival_date_day_of_month": 17,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 229.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 0.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "392",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 0,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 41,
+          "arrival_date_day_of_month": 5,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 3,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "ESP",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 1,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 141.0,
+          "required_car_parking_spaces": 1,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "394",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 5,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 33,
+          "arrival_date_day_of_month": 15,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 2.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "F",
+          "assigned_room_type": "F",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 122.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "395",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 15,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 43,
+          "arrival_date_day_of_month": 20,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "E",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 14.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 109.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "396",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 27,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "February",
+          "arrival_date_week_number": 9,
+          "arrival_date_day_of_month": 28,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "BRA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 56.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "398",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 155,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 35,
+          "arrival_date_day_of_month": 31,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "SWE",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 135.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "400",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 171,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 36,
+          "arrival_date_day_of_month": 1,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 132.6,
+          "required_car_parking_spaces": 1,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "402",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 16,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 30,
+          "arrival_date_day_of_month": 23,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 6,
+          "adults": 3,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "PRT",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 215.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "404",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 79,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 44,
+          "arrival_date_day_of_month": 26,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 6,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "IRL",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 58.05,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 3,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "410",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 68,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 16,
+          "arrival_date_day_of_month": 18,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 4,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "ITA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 126.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "411",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 112,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 35,
+          "arrival_date_day_of_month": 28,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 5,
+          "adults": 3,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "PRT",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 250.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 250.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 2,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "414",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 3,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 27,
+          "arrival_date_day_of_month": 27,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 0,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "ESP",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "GDS",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 195.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 124.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "415",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 74,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 30,
+          "arrival_date_day_of_month": 23,
+          "stays_in_weekend_nights": 4,
+          "stays_in_week_nights": 5,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 145.56,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "420",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 109,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 17,
+          "arrival_date_day_of_month": 26,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 5,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "FRA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 120.86,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "424",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 4,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "January",
+          "arrival_date_week_number": 5,
+          "arrival_date_day_of_month": 30,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 0,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Corporate",
+          "distribution_channel": "Corporate",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": 34.0,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 38.5,
+          "required_car_parking_spaces": 1,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "426",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 6,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 33,
+          "arrival_date_day_of_month": 7,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 1.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "FRA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 180.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "428",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 1,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 41,
+          "arrival_date_day_of_month": 7,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "SWE",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 7.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 133.98,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "430",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 98,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 15,
+          "arrival_date_day_of_month": 14,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "FRA",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 138.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 90.1,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "431",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 137,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 27,
+          "arrival_date_day_of_month": 26,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "FRA",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 28.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 112.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "433",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 30,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "November",
+          "arrival_date_week_number": 49,
+          "arrival_date_day_of_month": 30,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 3,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "ITA",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 22.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 98.1,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "435",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 30,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "June",
+          "arrival_date_week_number": 23,
+          "arrival_date_day_of_month": 2,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 235.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 140.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "436",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 180,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 40,
+          "arrival_date_day_of_month": 1,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "IRL",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 108.9,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "440",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 3,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "February",
+          "arrival_date_week_number": 6,
+          "arrival_date_day_of_month": 1,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Corporate",
+          "distribution_channel": "Corporate",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": 43.0,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 30.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "443",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 19,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 30,
+          "arrival_date_day_of_month": 25,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 1.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 62.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "445",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 1,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 34,
+          "arrival_date_day_of_month": 16,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "ISR",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "C",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 209.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "447",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 365,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 42,
+          "arrival_date_day_of_month": 17,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 1,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": 1.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 62.8,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "448",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 90,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "December",
+          "arrival_date_week_number": 52,
+          "arrival_date_day_of_month": 23,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 5,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 37.8,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "450",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 67,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 43,
+          "arrival_date_day_of_month": 21,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 14.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 89.25,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "451",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 61,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 41,
+          "arrival_date_day_of_month": 3,
+          "stays_in_weekend_nights": 3,
+          "stays_in_week_nights": 8,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "IRL",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 1,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 1,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 10.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "453",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 160,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 11,
+          "arrival_date_day_of_month": 18,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 5,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "GBR",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "E",
+          "assigned_room_type": "E",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 55.8,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 3,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "457",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 36,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 32,
+          "arrival_date_day_of_month": 4,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "F",
+          "assigned_room_type": "F",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 250.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 221.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "459",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 49,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "December",
+          "arrival_date_week_number": 52,
+          "arrival_date_day_of_month": 23,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 0,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "PRT",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "F",
+          "assigned_room_type": "F",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": 242.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 0.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "460",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 1,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "April",
+          "arrival_date_week_number": 15,
+          "arrival_date_day_of_month": 5,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "UKR",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 75.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "462",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 5,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 22,
+          "arrival_date_day_of_month": 29,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 0,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Complementary",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 1,
+          "previous_cancellations": 4,
+          "previous_bookings_not_canceled": 12,
+          "reserved_room_type": "D",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": 45.0,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 0.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 3,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "465",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 16,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 12,
+          "arrival_date_day_of_month": 23,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "FIN",
+          "market_segment": "Corporate",
+          "distribution_channel": "Corporate",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient-Party",
+          "adr": 108.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "466",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 209,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 34,
+          "arrival_date_day_of_month": 22,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "ESP",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 108.0,
+          "required_car_parking_spaces": 1,
+          "total_of_special_requests": 1,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "471",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 1,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 31,
+          "arrival_date_day_of_month": 30,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "E",
+          "assigned_room_type": "E",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 177.0,
+          "required_car_parking_spaces": 1,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "472",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 36,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "March",
+          "arrival_date_week_number": 11,
+          "arrival_date_day_of_month": 8,
+          "stays_in_weekend_nights": 2,
+          "stays_in_week_nights": 5,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "SC",
+          "country": "GBR",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 71.1,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "473",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 29,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "October",
+          "arrival_date_week_number": 42,
+          "arrival_date_day_of_month": 15,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "FRA",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 154.5,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "477",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 0,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "January",
+          "arrival_date_week_number": 3,
+          "arrival_date_day_of_month": 18,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 1,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 1,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 1,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 57.0,
+          "required_car_parking_spaces": 1,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "481",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 252,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 29,
+          "arrival_date_day_of_month": 17,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 5,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "NOR",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "E",
+          "assigned_room_type": "E",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 240.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 192.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "484",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 27,
+          "arrival_date_year": 2015,
+          "arrival_date_month": "December",
+          "arrival_date_week_number": 52,
+          "arrival_date_day_of_month": 24,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "BRA",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "E",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 6.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 50.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "485",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 55,
+          "arrival_date_year": 2017,
+          "arrival_date_month": "July",
+          "arrival_date_week_number": 29,
+          "arrival_date_day_of_month": 17,
+          "stays_in_weekend_nights": 3,
+          "stays_in_week_nights": 8,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "RUS",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "F",
+          "assigned_room_type": "F",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 250.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 260.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "486",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 138,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "August",
+          "arrival_date_week_number": 34,
+          "arrival_date_day_of_month": 16,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 1,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "PRT",
+          "market_segment": "Direct",
+          "distribution_channel": "Direct",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 121.2,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 1,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "487",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 30,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "September",
+          "arrival_date_week_number": 39,
+          "arrival_date_day_of_month": 24,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 1,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "ZAF",
+          "market_segment": "Online TA",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "D",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 9.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 143.55,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "488",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 309,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "May",
+          "arrival_date_week_number": 20,
+          "arrival_date_day_of_month": 13,
+          "stays_in_weekend_nights": 1,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "PRT",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 3.0,
+          "company": null,
+          "days_in_waiting_list": 215,
+          "customer_type": "Transient-Party",
+          "adr": 101.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      },
+      {
+        "scenario_id": "489",
+        "features": {
+          "hotel": "City Hotel",
+          "lead_time": 58,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "November",
+          "arrival_date_week_number": 47,
+          "arrival_date_day_of_month": 16,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 3,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "BB",
+          "country": "FRA",
+          "market_segment": "Offline TA/TO",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "D",
+          "booking_changes": 0,
+          "deposit_type": "No Deposit",
+          "agent": 28.0,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 75.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Check-Out"
+        }
+      },
+      {
+        "scenario_id": "495",
+        "features": {
+          "hotel": "Resort Hotel",
+          "lead_time": 140,
+          "arrival_date_year": 2016,
+          "arrival_date_month": "February",
+          "arrival_date_week_number": 7,
+          "arrival_date_day_of_month": 12,
+          "stays_in_weekend_nights": 0,
+          "stays_in_week_nights": 2,
+          "adults": 2,
+          "children": 0.0,
+          "babies": 0,
+          "meal": "HB",
+          "country": "PRT",
+          "market_segment": "Groups",
+          "distribution_channel": "TA/TO",
+          "is_repeated_guest": 0,
+          "previous_cancellations": 0,
+          "previous_bookings_not_canceled": 0,
+          "reserved_room_type": "A",
+          "assigned_room_type": "A",
+          "booking_changes": 0,
+          "deposit_type": "Non Refund",
+          "agent": null,
+          "company": null,
+          "days_in_waiting_list": 0,
+          "customer_type": "Transient",
+          "adr": 50.0,
+          "required_car_parking_spaces": 0,
+          "total_of_special_requests": 0,
+          "reservation_status": "Canceled"
+        }
+      }
+    ],
+    "target_column": "reservation_status",
+    "task_sub_type": "classification",
+    "ranking_ground_truth": {
+      "top_k_ids": [
+        "002",
+        "053",
+        "107",
+        "129",
+        "179",
+        "188",
+        "189",
+        "242",
+        "266",
+        "278",
+        "279",
+        "335",
+        "354",
+        "394",
+        "426"
+      ]
     },
-    "final_decision": {},
-    "what_if": {},
-    "ground_truth": {
-        "extracted_features": [
-            {
-                "scenario_id": "001",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 58,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 20,
-                    "arrival_date_day_of_month": 8,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 0,
-                    "adults": 3,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "I",
-                    "booking_changes": 3,
-                    "deposit_type": "No Deposit",
-                    "agent": 393.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 75.6,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-05-10"
-                }
-            },
-            {
-                "scenario_id": "002",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 122,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 35,
-                    "arrival_date_day_of_month": 23,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 5,
-                    "adults": 3,
-                    "children": 1.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "ESP",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "H",
-                    "assigned_room_type": "H",
-                    "booking_changes": 2,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 265.83,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-08-29"
-                }
-            },
-            {
-                "scenario_id": "003",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 101,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 36,
-                    "arrival_date_day_of_month": 30,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "CN",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "F",
-                    "assigned_room_type": "F",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 250.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 197.67,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-09-02"
-                }
-            },
-            {
-                "scenario_id": "004",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 356,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 41,
-                    "arrival_date_day_of_month": 8,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 1,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 1.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Contract",
-                    "adr": 62.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-01-01"
-                }
-            },
-            {
-                "scenario_id": "010",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 48,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 38,
-                    "arrival_date_day_of_month": 14,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 281.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 130.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-09-06"
-                }
-            },
-            {
-                "scenario_id": "011",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 167,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 16,
-                    "arrival_date_day_of_month": 17,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "CHE",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": 16.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 89.1,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-04-21"
-                }
-            },
-            {
-                "scenario_id": "015",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 3,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 37,
-                    "arrival_date_day_of_month": 9,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "FRA",
-                    "market_segment": "Corporate",
-                    "distribution_channel": "Corporate",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "B",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": 68.0,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 90.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-09-11"
-                }
-            },
-            {
-                "scenario_id": "020",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 123,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 19,
-                    "arrival_date_day_of_month": 8,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 4,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "NOR",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 3,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 111.6,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-05-13"
-                }
-            },
-            {
-                "scenario_id": "021",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 0,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 33,
-                    "arrival_date_day_of_month": 14,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 6.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 109.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-08-14"
-                }
-            },
-            {
-                "scenario_id": "022",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 158,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 13,
-                    "arrival_date_day_of_month": 27,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "ISR",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": 37.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 95.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-03-29"
-                }
-            },
-            {
-                "scenario_id": "023",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 130,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 16,
-                    "arrival_date_day_of_month": 13,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 4,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 1,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 29.0,
-                    "company": null,
-                    "days_in_waiting_list": 10,
-                    "customer_type": "Transient",
-                    "adr": 100.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-12-15"
-                }
-            },
-            {
-                "scenario_id": "025",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 138,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 28,
-                    "arrival_date_day_of_month": 4,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "IND",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 7.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 91.48,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-07-07"
-                }
-            },
-            {
-                "scenario_id": "026",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 69,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "February",
-                    "arrival_date_week_number": 8,
-                    "arrival_date_day_of_month": 25,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 5,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "BEL",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 53.14,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-03-04"
-                }
-            },
-            {
-                "scenario_id": "027",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 2,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 43,
-                    "arrival_date_day_of_month": 19,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "DEU",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 81.0,
-                    "required_car_parking_spaces": 1,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-10-20"
-                }
-            },
-            {
-                "scenario_id": "028",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 45,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 13,
-                    "arrival_date_day_of_month": 21,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "FRA",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 28.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 85.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-03-24"
-                }
-            },
-            {
-                "scenario_id": "029",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 26,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "November",
-                    "arrival_date_week_number": 47,
-                    "arrival_date_day_of_month": 17,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 83.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 91.2,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-11-20"
-                }
-            },
-            {
-                "scenario_id": "040",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 364,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 42,
-                    "arrival_date_day_of_month": 12,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 4,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Groups",
-                    "distribution_channel": "Corporate",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": 223.0,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 69.0,
-                    "required_car_parking_spaces": 1,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-10-16"
-                }
-            },
-            {
-                "scenario_id": "041",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 254,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 37,
-                    "arrival_date_day_of_month": 12,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "CN",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 15.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 0.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-09-16"
-                }
-            },
-            {
-                "scenario_id": "043",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 11,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "December",
-                    "arrival_date_week_number": 50,
-                    "arrival_date_day_of_month": 6,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "ESP",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 88.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-11-29"
-                }
-            },
-            {
-                "scenario_id": "046",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 0,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "January",
-                    "arrival_date_week_number": 1,
-                    "arrival_date_day_of_month": 2,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Corporate",
-                    "distribution_channel": "Corporate",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 165.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 41.0,
-                    "required_car_parking_spaces": 1,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-01-04"
-                }
-            },
-            {
-                "scenario_id": "048",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 3,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 16,
-                    "arrival_date_day_of_month": 14,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "PRT",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "E",
-                    "assigned_room_type": "E",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": 250.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 116.0,
-                    "required_car_parking_spaces": 1,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-04-15"
-                }
-            },
-            {
-                "scenario_id": "049",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 1,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 12,
-                    "arrival_date_day_of_month": 15,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Corporate",
-                    "distribution_channel": "Corporate",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": 165.0,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 30.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-03-16"
-                }
-            },
-            {
-                "scenario_id": "053",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 10,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "December",
-                    "arrival_date_week_number": 53,
-                    "arrival_date_day_of_month": 31,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 2.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "USA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "G",
-                    "assigned_room_type": "G",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 180.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-01-01"
-                }
-            },
-            {
-                "scenario_id": "056",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 0,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "December",
-                    "arrival_date_week_number": 52,
-                    "arrival_date_day_of_month": 22,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 96.0,
-                    "required_car_parking_spaces": 1,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-12-23"
-                }
-            },
-            {
-                "scenario_id": "057",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 179,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 35,
-                    "arrival_date_day_of_month": 26,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "AUT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": 7.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 82.18,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-08-30"
-                }
-            },
-            {
-                "scenario_id": "058",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 65,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 31,
-                    "arrival_date_day_of_month": 27,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "AUS",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 109.9,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-07-29"
-                }
-            },
-            {
-                "scenario_id": "060",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 73,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 44,
-                    "arrival_date_day_of_month": 28,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "DEU",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 1,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": 21.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Group",
-                    "adr": 62.5,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-10-29"
-                }
-            },
-            {
-                "scenario_id": "068",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 152,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 38,
-                    "arrival_date_day_of_month": 16,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 4,
-                    "adults": 3,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 13.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 136.68,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-05-25"
-                }
-            },
-            {
-                "scenario_id": "069",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 39,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 33,
-                    "arrival_date_day_of_month": 14,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 6.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 109.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-08-16"
-                }
-            },
-            {
-                "scenario_id": "072",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 11,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 11,
-                    "arrival_date_day_of_month": 7,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "FRA",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 28.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 70.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-03-11"
-                }
-            },
-            {
-                "scenario_id": "073",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 267,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 14,
-                    "arrival_date_day_of_month": 31,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 1.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 62.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-10-21"
-                }
-            },
-            {
-                "scenario_id": "075",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 3,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "January",
-                    "arrival_date_week_number": 3,
-                    "arrival_date_day_of_month": 15,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "BEL",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 11.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 69.84,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-01-20"
-                }
-            },
-            {
-                "scenario_id": "078",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 81,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 18,
-                    "arrival_date_day_of_month": 1,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 2,
-                    "adults": 3,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "ITA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "E",
-                    "assigned_room_type": "E",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 196.2,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-02-09"
-                }
-            },
-            {
-                "scenario_id": "080",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 99,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "February",
-                    "arrival_date_week_number": 8,
-                    "arrival_date_day_of_month": 19,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Corporate",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "D",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": 67.0,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 80.5,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-02-21"
-                }
-            },
-            {
-                "scenario_id": "082",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 10,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "November",
-                    "arrival_date_week_number": 45,
-                    "arrival_date_day_of_month": 1,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 4,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "COL",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 102.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-10-23"
-                }
-            },
-            {
-                "scenario_id": "083",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 1,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "December",
-                    "arrival_date_week_number": 52,
-                    "arrival_date_day_of_month": 22,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 5,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": 8.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 51.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-12-22"
-                }
-            },
-            {
-                "scenario_id": "086",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 274,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 40,
-                    "arrival_date_day_of_month": 3,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 5,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 1,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 96.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 36.05,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-08-12"
-                }
-            },
-            {
-                "scenario_id": "088",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 54,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "January",
-                    "arrival_date_week_number": 2,
-                    "arrival_date_day_of_month": 14,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 3,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "BRA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 138.6,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-12-27"
-                }
-            },
-            {
-                "scenario_id": "093",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 133,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 28,
-                    "arrival_date_day_of_month": 9,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "BEL",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 14.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 89.1,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-07-12"
-                }
-            },
-            {
-                "scenario_id": "094",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 396,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 26,
-                    "arrival_date_day_of_month": 25,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 0,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "B",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": 6.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 80.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-05-24"
-                }
-            },
-            {
-                "scenario_id": "097",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 69,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 17,
-                    "arrival_date_day_of_month": 18,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "FRA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 110.08,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-04-22"
-                }
-            },
-            {
-                "scenario_id": "099",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 44,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 27,
-                    "arrival_date_day_of_month": 28,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 1.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "ESP",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 134.1,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-06-22"
-                }
-            },
-            {
-                "scenario_id": "101",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 277,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "November",
-                    "arrival_date_week_number": 46,
-                    "arrival_date_day_of_month": 7,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 100.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-04-04"
-                }
-            },
-            {
-                "scenario_id": "104",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 218,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 27,
-                    "arrival_date_day_of_month": 5,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 4,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "DEU",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 107.1,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-12-08"
-                }
-            },
-            {
-                "scenario_id": "105",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 71,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 35,
-                    "arrival_date_day_of_month": 26,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 131.4,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-08-30"
-                }
-            },
-            {
-                "scenario_id": "107",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 340,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 16,
-                    "arrival_date_day_of_month": 21,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 2,
-                    "adults": 1,
-                    "children": 1.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 98.1,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-04-25"
-                }
-            },
-            {
-                "scenario_id": "108",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 114,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 29,
-                    "arrival_date_day_of_month": 13,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 4,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "IRL",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 8.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 89.25,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-07-17"
-                }
-            },
-            {
-                "scenario_id": "110",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 232,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "November",
-                    "arrival_date_week_number": 48,
-                    "arrival_date_day_of_month": 26,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 11.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 30.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-10-18"
-                }
-            },
-            {
-                "scenario_id": "113",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 311,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 35,
-                    "arrival_date_day_of_month": 24,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 1,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 1.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 62.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-07-02"
-                }
-            },
-            {
-                "scenario_id": "114",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 138,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 30,
-                    "arrival_date_day_of_month": 23,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 4,
-                    "adults": 3,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "Undefined",
-                    "country": "ESP",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "F",
-                    "assigned_room_type": "F",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 318.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-07-29"
-                }
-            },
-            {
-                "scenario_id": "118",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 301,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "November",
-                    "arrival_date_week_number": 47,
-                    "arrival_date_day_of_month": 18,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 20.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 52.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-03-15"
-                }
-            },
-            {
-                "scenario_id": "122",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 110,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 33,
-                    "arrival_date_day_of_month": 10,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 4,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "IRL",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 189.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-08-15"
-                }
-            },
-            {
-                "scenario_id": "123",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 0,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "February",
-                    "arrival_date_week_number": 6,
-                    "arrival_date_day_of_month": 8,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": null,
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "F",
-                    "assigned_room_type": "F",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 73.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-02-09"
-                }
-            },
-            {
-                "scenario_id": "126",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 11,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "November",
-                    "arrival_date_week_number": 45,
-                    "arrival_date_day_of_month": 5,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 130.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-10-28"
-                }
-            },
-            {
-                "scenario_id": "127",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 0,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 20,
-                    "arrival_date_day_of_month": 15,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 0,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 79.0,
-                    "required_car_parking_spaces": 1,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-05-16"
-                }
-            },
-            {
-                "scenario_id": "128",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 2,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "November",
-                    "arrival_date_week_number": 48,
-                    "arrival_date_day_of_month": 23,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 103.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-11-24"
-                }
-            },
-            {
-                "scenario_id": "129",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 23,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "January",
-                    "arrival_date_week_number": 2,
-                    "arrival_date_day_of_month": 8,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 1.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "ITA",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "E",
-                    "assigned_room_type": "E",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 14.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 168.0,
-                    "required_car_parking_spaces": 1,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-01-13"
-                }
-            },
-            {
-                "scenario_id": "130",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 78,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "December",
-                    "arrival_date_week_number": 50,
-                    "arrival_date_day_of_month": 8,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "DZA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 88.4,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-12-12"
-                }
-            },
-            {
-                "scenario_id": "133",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 44,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 41,
-                    "arrival_date_day_of_month": 2,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 8.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 108.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-08-22"
-                }
-            },
-            {
-                "scenario_id": "135",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 0,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "January",
-                    "arrival_date_week_number": 1,
-                    "arrival_date_day_of_month": 3,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Corporate",
-                    "distribution_channel": "Corporate",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": 154.0,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 35.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-01-05"
-                }
-            },
-            {
-                "scenario_id": "137",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 88,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 20,
-                    "arrival_date_day_of_month": 14,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 0,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 126.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-04-10"
-                }
-            },
-            {
-                "scenario_id": "139",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 102,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 41,
-                    "arrival_date_day_of_month": 2,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "ITA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 108.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-10-05"
-                }
-            },
-            {
-                "scenario_id": "144",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 47,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "February",
-                    "arrival_date_week_number": 8,
-                    "arrival_date_day_of_month": 25,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "DEU",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 104.4,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-01-09"
-                }
-            },
-            {
-                "scenario_id": "145",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 42,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "January",
-                    "arrival_date_week_number": 3,
-                    "arrival_date_day_of_month": 16,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 80.3,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-01-17"
-                }
-            },
-            {
-                "scenario_id": "150",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 159,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "January",
-                    "arrival_date_week_number": 5,
-                    "arrival_date_day_of_month": 25,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "E",
-                    "assigned_room_type": "E",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 241.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 38.86,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-01-29"
-                }
-            },
-            {
-                "scenario_id": "153",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 160,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 12,
-                    "arrival_date_day_of_month": 25,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 3,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "G",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 135.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-03-26"
-                }
-            },
-            {
-                "scenario_id": "159",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 89,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 39,
-                    "arrival_date_day_of_month": 20,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 5,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "ROU",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 2,
-                    "deposit_type": "No Deposit",
-                    "agent": 138.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 95.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-09-27"
-                }
-            },
-            {
-                "scenario_id": "160",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 32,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 42,
-                    "arrival_date_day_of_month": 10,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 3,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "CHN",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 148.28,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-10-09"
-                }
-            },
-            {
-                "scenario_id": "167",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 21,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 30,
-                    "arrival_date_day_of_month": 17,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 4,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 204.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-07-23"
-                }
-            },
-            {
-                "scenario_id": "168",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 240,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 30,
-                    "arrival_date_day_of_month": 23,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 110.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-11-25"
-                }
-            },
-            {
-                "scenario_id": "170",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 203,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 33,
-                    "arrival_date_day_of_month": 18,
-                    "stays_in_weekend_nights": 4,
-                    "stays_in_week_nights": 8,
-                    "adults": 2,
-                    "children": 1.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "AZE",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 15.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 126.8,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 3,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-02-25"
-                }
-            },
-            {
-                "scenario_id": "171",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 233,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 24,
-                    "arrival_date_day_of_month": 15,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "CN",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 99.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-06-17"
-                }
-            },
-            {
-                "scenario_id": "173",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 11,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 11,
-                    "arrival_date_day_of_month": 11,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "BEL",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 138.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 74.8,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-03-13"
-                }
-            },
-            {
-                "scenario_id": "175",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 323,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 22,
-                    "arrival_date_day_of_month": 26,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 1.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 62.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-10-21"
-                }
-            },
-            {
-                "scenario_id": "177",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 25,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 41,
-                    "arrival_date_day_of_month": 6,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 4,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "DEU",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Contract",
-                    "adr": 112.25,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-10-10"
-                }
-            },
-            {
-                "scenario_id": "178",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 223,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 18,
-                    "arrival_date_day_of_month": 4,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 5,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": 177.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 68.4,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-11-02"
-                }
-            },
-            {
-                "scenario_id": "179",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 11,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 36,
-                    "arrival_date_day_of_month": 28,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 2,
-                    "adults": 3,
-                    "children": 1.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "ESP",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "G",
-                    "assigned_room_type": "G",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 14.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 246.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-09-01"
-                }
-            },
-            {
-                "scenario_id": "183",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 128,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "November",
-                    "arrival_date_week_number": 48,
-                    "arrival_date_day_of_month": 26,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "DEU",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 79.2,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-07-21"
-                }
-            },
-            {
-                "scenario_id": "187",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 23,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "January",
-                    "arrival_date_week_number": 3,
-                    "arrival_date_day_of_month": 14,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "USA",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "E",
-                    "assigned_room_type": "E",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 48.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-01-15"
-                }
-            },
-            {
-                "scenario_id": "188",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 37,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 30,
-                    "arrival_date_day_of_month": 23,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 5,
-                    "adults": 3,
-                    "children": 1.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "H",
-                    "assigned_room_type": "H",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 210.0,
-                    "required_car_parking_spaces": 1,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-07-30"
-                }
-            },
-            {
-                "scenario_id": "189",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 24,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 27,
-                    "arrival_date_day_of_month": 6,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 2.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "DEU",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "G",
-                    "assigned_room_type": "G",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 7.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 250.96,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-07-07"
-                }
-            },
-            {
-                "scenario_id": "192",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 195,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 38,
-                    "arrival_date_day_of_month": 17,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 1,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 20.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 48.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-07-23"
-                }
-            },
-            {
-                "scenario_id": "195",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 173,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 16,
-                    "arrival_date_day_of_month": 20,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 99.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-04-21"
-                }
-            },
-            {
-                "scenario_id": "198",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 7,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 19,
-                    "arrival_date_day_of_month": 8,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 0,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 160.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 3,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-05-03"
-                }
-            },
-            {
-                "scenario_id": "201",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 159,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 24,
-                    "arrival_date_day_of_month": 17,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 5,
-                    "adults": 3,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "DEU",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 157.25,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-05-07"
-                }
-            },
-            {
-                "scenario_id": "203",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 85,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 28,
-                    "arrival_date_day_of_month": 3,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 3,
-                    "adults": 3,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "FB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "C",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": 5.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 168.48,
-                    "required_car_parking_spaces": 1,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-07-08"
-                }
-            },
-            {
-                "scenario_id": "207",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 312,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 35,
-                    "arrival_date_day_of_month": 25,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 4,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 1,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 1.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 62.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-07-06"
-                }
-            },
-            {
-                "scenario_id": "211",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 605,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 43,
-                    "arrival_date_day_of_month": 17,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 1.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 60.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-09-20"
-                }
-            },
-            {
-                "scenario_id": "212",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 12,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 20,
-                    "arrival_date_day_of_month": 16,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 5,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "CHN",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 8.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 156.75,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-05-23"
-                }
-            },
-            {
-                "scenario_id": "217",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 108,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 11,
-                    "arrival_date_day_of_month": 17,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "DEU",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 97.2,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-03-20"
-                }
-            },
-            {
-                "scenario_id": "219",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 321,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 36,
-                    "arrival_date_day_of_month": 3,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 1,
-                    "previous_cancellations": 1,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 1.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 62.8,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2014-10-17"
-                }
-            },
-            {
-                "scenario_id": "221",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 172,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 37,
-                    "arrival_date_day_of_month": 12,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 15.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 36.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-08-06"
-                }
-            },
-            {
-                "scenario_id": "227",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 275,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 28,
-                    "arrival_date_day_of_month": 11,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "DEU",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 89.1,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-10-18"
-                }
-            },
-            {
-                "scenario_id": "229",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 94,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 10,
-                    "arrival_date_day_of_month": 4,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 1,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 154.0,
-                    "company": null,
-                    "days_in_waiting_list": 28,
-                    "customer_type": "Transient",
-                    "adr": 80.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-12-29"
-                }
-            },
-            {
-                "scenario_id": "233",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 288,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 27,
-                    "arrival_date_day_of_month": 3,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 4,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "POL",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 89.1,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-06-08"
-                }
-            },
-            {
-                "scenario_id": "236",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 325,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 37,
-                    "arrival_date_day_of_month": 7,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 1,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 1.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Contract",
-                    "adr": 62.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-01-01"
-                }
-            },
-            {
-                "scenario_id": "237",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 326,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 25,
-                    "arrival_date_day_of_month": 23,
-                    "stays_in_weekend_nights": 3,
-                    "stays_in_week_nights": 7,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "GBR",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": 40.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Contract",
-                    "adr": 102.2,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-07-03"
-                }
-            },
-            {
-                "scenario_id": "239",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 277,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 25,
-                    "arrival_date_day_of_month": 12,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "Undefined",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 110.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-03-29"
-                }
-            },
-            {
-                "scenario_id": "240",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 56,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 12,
-                    "arrival_date_day_of_month": 21,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 86.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 85.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-01-24"
-                }
-            },
-            {
-                "scenario_id": "242",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 18,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "February",
-                    "arrival_date_week_number": 7,
-                    "arrival_date_day_of_month": 11,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 1.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "FRA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 111.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-02-14"
-                }
-            },
-            {
-                "scenario_id": "244",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 50,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 28,
-                    "arrival_date_day_of_month": 10,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 1.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "DNK",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 160.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-06-27"
-                }
-            },
-            {
-                "scenario_id": "245",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 2,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 45,
-                    "arrival_date_day_of_month": 30,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 0,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Complementary",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 6.0,
-                    "required_car_parking_spaces": 1,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-11-01"
-                }
-            },
-            {
-                "scenario_id": "253",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 56,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 23,
-                    "arrival_date_day_of_month": 30,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "BEL",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 120.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-06-01"
-                }
-            },
-            {
-                "scenario_id": "255",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 35,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 19,
-                    "arrival_date_day_of_month": 10,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 39.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 130.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-05-03"
-                }
-            },
-            {
-                "scenario_id": "260",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 74,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 27,
-                    "arrival_date_day_of_month": 8,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "GBR",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 120.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-07-11"
-                }
-            },
-            {
-                "scenario_id": "261",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 88,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 23,
-                    "arrival_date_day_of_month": 5,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "FRA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 83.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 122.4,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-06-09"
-                }
-            },
-            {
-                "scenario_id": "263",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 46,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 11,
-                    "arrival_date_day_of_month": 11,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 375.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 25.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-03-02"
-                }
-            },
-            {
-                "scenario_id": "264",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 172,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "December",
-                    "arrival_date_week_number": 53,
-                    "arrival_date_day_of_month": 26,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 5,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "DEU",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 2,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 52.46,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-10-09"
-                }
-            },
-            {
-                "scenario_id": "266",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 33,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 27,
-                    "arrival_date_day_of_month": 1,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 1.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "FRA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "C",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 152.1,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-07-02"
-                }
-            },
-            {
-                "scenario_id": "270",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 294,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 32,
-                    "arrival_date_day_of_month": 7,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 1,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 1.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 62.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-07-02"
-                }
-            },
-            {
-                "scenario_id": "272",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 86,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 15,
-                    "arrival_date_day_of_month": 6,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "NLD",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 99.3,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-04-09"
-                }
-            },
-            {
-                "scenario_id": "278",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 10,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 34,
-                    "arrival_date_day_of_month": 15,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 0,
-                    "adults": 2,
-                    "children": 2.0,
-                    "babies": 1,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "G",
-                    "assigned_room_type": "G",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 276.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-08-16"
-                }
-            },
-            {
-                "scenario_id": "279",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 1,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "January",
-                    "arrival_date_week_number": 2,
-                    "arrival_date_day_of_month": 13,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 2.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "C",
-                    "assigned_room_type": "I",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": 196.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 0.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-01-14"
-                }
-            },
-            {
-                "scenario_id": "284",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 68,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "February",
-                    "arrival_date_week_number": 8,
-                    "arrival_date_day_of_month": 17,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 1,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 37.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 75.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-01-06"
-                }
-            },
-            {
-                "scenario_id": "286",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 135,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "February",
-                    "arrival_date_week_number": 8,
-                    "arrival_date_day_of_month": 25,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "ITA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 79.2,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-02-28"
-                }
-            },
-            {
-                "scenario_id": "288",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 120,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 43,
-                    "arrival_date_day_of_month": 24,
-                    "stays_in_weekend_nights": 4,
-                    "stays_in_week_nights": 6,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "IRL",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 175.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 34.56,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-11-03"
-                }
-            },
-            {
-                "scenario_id": "289",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 105,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 20,
-                    "arrival_date_day_of_month": 19,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 160.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-02-03"
-                }
-            },
-            {
-                "scenario_id": "293",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 55,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 15,
-                    "arrival_date_day_of_month": 6,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 56.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 104.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-04-07"
-                }
-            },
-            {
-                "scenario_id": "297",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 30,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 40,
-                    "arrival_date_day_of_month": 30,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 3.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 121.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-09-15"
-                }
-            },
-            {
-                "scenario_id": "302",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 10,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 32,
-                    "arrival_date_day_of_month": 11,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "FRA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 189.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-08-12"
-                }
-            },
-            {
-                "scenario_id": "303",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 3,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 45,
-                    "arrival_date_day_of_month": 31,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "SWE",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 140.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-11-02"
-                }
-            },
-            {
-                "scenario_id": "304",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 92,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "February",
-                    "arrival_date_week_number": 9,
-                    "arrival_date_day_of_month": 26,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "Undefined",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 1,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 134.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 79.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-12-10"
-                }
-            },
-            {
-                "scenario_id": "305",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 19,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 28,
-                    "arrival_date_day_of_month": 15,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "FRA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 126.67,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-06-27"
-                }
-            },
-            {
-                "scenario_id": "315",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 62,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "November",
-                    "arrival_date_week_number": 46,
-                    "arrival_date_day_of_month": 6,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 2,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "RUS",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 140.63,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-11-10"
-                }
-            },
-            {
-                "scenario_id": "317",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 0,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 15,
-                    "arrival_date_day_of_month": 4,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 0,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 56.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-04-05"
-                }
-            },
-            {
-                "scenario_id": "318",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 100,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 42,
-                    "arrival_date_day_of_month": 16,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 6.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 108.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-09-28"
-                }
-            },
-            {
-                "scenario_id": "320",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 234,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 37,
-                    "arrival_date_day_of_month": 9,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "DEU",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "E",
-                    "assigned_room_type": "E",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 241.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 119.34,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-09-14"
-                }
-            },
-            {
-                "scenario_id": "325",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 247,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 44,
-                    "arrival_date_day_of_month": 28,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 37.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 110.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-03-15"
-                }
-            },
-            {
-                "scenario_id": "329",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 69,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 33,
-                    "arrival_date_day_of_month": 16,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 4,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 230.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-08-22"
-                }
-            },
-            {
-                "scenario_id": "331",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 192,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 24,
-                    "arrival_date_day_of_month": 11,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 5,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 314.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 88.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-12-02"
-                }
-            },
-            {
-                "scenario_id": "333",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 35,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "February",
-                    "arrival_date_week_number": 6,
-                    "arrival_date_day_of_month": 9,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 5,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "FRA",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 14.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 71.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-02-16"
-                }
-            },
-            {
-                "scenario_id": "334",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 272,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 29,
-                    "arrival_date_day_of_month": 16,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 1,
-                    "previous_cancellations": 1,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 1.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 62.8,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2014-10-17"
-                }
-            },
-            {
-                "scenario_id": "335",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 25,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 17,
-                    "arrival_date_day_of_month": 17,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 1.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "IRL",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 125.5,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-04-21"
-                }
-            },
-            {
-                "scenario_id": "337",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 69,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 44,
-                    "arrival_date_day_of_month": 25,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 37.0,
-                    "company": null,
-                    "days_in_waiting_list": 58,
-                    "customer_type": "Transient-Party",
-                    "adr": 85.67,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-10-28"
-                }
-            },
-            {
-                "scenario_id": "340",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 59,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "November",
-                    "arrival_date_week_number": 47,
-                    "arrival_date_day_of_month": 18,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "FRA",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 28.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 75.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-11-22"
-                }
-            },
-            {
-                "scenario_id": "342",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 184,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 41,
-                    "arrival_date_day_of_month": 4,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "NOR",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "B",
-                    "assigned_room_type": "B",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 101.05,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-04-09"
-                }
-            },
-            {
-                "scenario_id": "343",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 2,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "January",
-                    "arrival_date_week_number": 4,
-                    "arrival_date_day_of_month": 23,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "ESP",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 314.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 29.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-01-24"
-                }
-            },
-            {
-                "scenario_id": "345",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 13,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 23,
-                    "arrival_date_day_of_month": 7,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Corporate",
-                    "distribution_channel": "Corporate",
-                    "is_repeated_guest": 1,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 2,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": 154.0,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 75.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-06-09"
-                }
-            },
-            {
-                "scenario_id": "346",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 26,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "January",
-                    "arrival_date_week_number": 5,
-                    "arrival_date_day_of_month": 30,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "FRA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 8.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 91.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-02-01"
-                }
-            },
-            {
-                "scenario_id": "350",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 4,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 22,
-                    "arrival_date_day_of_month": 29,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "ESP",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 28.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 94.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-05-31"
-                }
-            },
-            {
-                "scenario_id": "354",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 64,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 12,
-                    "arrival_date_day_of_month": 19,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 2.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "E",
-                    "assigned_room_type": "F",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 159.6,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-03-21"
-                }
-            },
-            {
-                "scenario_id": "355",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 221,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 18,
-                    "arrival_date_day_of_month": 30,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 5,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 82.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-10-07"
-                }
-            },
-            {
-                "scenario_id": "363",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 7,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "February",
-                    "arrival_date_week_number": 9,
-                    "arrival_date_day_of_month": 26,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "NLD",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 74.8,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-03-03"
-                }
-            },
-            {
-                "scenario_id": "364",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 328,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 37,
-                    "arrival_date_day_of_month": 10,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 1,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 1.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Contract",
-                    "adr": 62.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-01-01"
-                }
-            },
-            {
-                "scenario_id": "367",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 364,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 42,
-                    "arrival_date_day_of_month": 12,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 4,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Groups",
-                    "distribution_channel": "Corporate",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": 223.0,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 60.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-10-16"
-                }
-            },
-            {
-                "scenario_id": "368",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 96,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 25,
-                    "arrival_date_day_of_month": 19,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "GBR",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 126.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-06-22"
-                }
-            },
-            {
-                "scenario_id": "369",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 0,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 20,
-                    "arrival_date_day_of_month": 18,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 144.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "No-Show",
-                    "reservation_status_date": "2017-05-18"
-                }
-            },
-            {
-                "scenario_id": "371",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 56,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 38,
-                    "arrival_date_day_of_month": 17,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 20.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 82.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-09-19"
-                }
-            },
-            {
-                "scenario_id": "375",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 162,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 22,
-                    "arrival_date_day_of_month": 3,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "DEU",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 27.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 89.1,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-06-06"
-                }
-            },
-            {
-                "scenario_id": "376",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 184,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 34,
-                    "arrival_date_day_of_month": 26,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 5,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "FB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 8.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 173.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-03-07"
-                }
-            },
-            {
-                "scenario_id": "377",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 321,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 36,
-                    "arrival_date_day_of_month": 3,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 1,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 1.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Contract",
-                    "adr": 62.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-01-01"
-                }
-            },
-            {
-                "scenario_id": "382",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 71,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 25,
-                    "arrival_date_day_of_month": 14,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 236.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 120.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-04-27"
-                }
-            },
-            {
-                "scenario_id": "391",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 448,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 24,
-                    "arrival_date_day_of_month": 17,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 229.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 0.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-06-20"
-                }
-            },
-            {
-                "scenario_id": "392",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 0,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 41,
-                    "arrival_date_day_of_month": 5,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 3,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "ESP",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 1,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 141.0,
-                    "required_car_parking_spaces": 1,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-10-06"
-                }
-            },
-            {
-                "scenario_id": "394",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 5,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 33,
-                    "arrival_date_day_of_month": 15,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 2.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "F",
-                    "assigned_room_type": "F",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 122.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-08-17"
-                }
-            },
-            {
-                "scenario_id": "395",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 15,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 43,
-                    "arrival_date_day_of_month": 20,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "E",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 14.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 109.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-10-23"
-                }
-            },
-            {
-                "scenario_id": "396",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 27,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "February",
-                    "arrival_date_week_number": 9,
-                    "arrival_date_day_of_month": 28,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "BRA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 56.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-03-01"
-                }
-            },
-            {
-                "scenario_id": "398",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 155,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 35,
-                    "arrival_date_day_of_month": 31,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "SWE",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 135.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-04-04"
-                }
-            },
-            {
-                "scenario_id": "400",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 171,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 36,
-                    "arrival_date_day_of_month": 1,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 132.6,
-                    "required_car_parking_spaces": 1,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-09-04"
-                }
-            },
-            {
-                "scenario_id": "402",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 16,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 30,
-                    "arrival_date_day_of_month": 23,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 6,
-                    "adults": 3,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "PRT",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 215.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-07-31"
-                }
-            },
-            {
-                "scenario_id": "404",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 79,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 44,
-                    "arrival_date_day_of_month": 26,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 6,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "IRL",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 58.05,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 3,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-08-30"
-                }
-            },
-            {
-                "scenario_id": "410",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 68,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 16,
-                    "arrival_date_day_of_month": 18,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 4,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "ITA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 126.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-04-01"
-                }
-            },
-            {
-                "scenario_id": "411",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 112,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 35,
-                    "arrival_date_day_of_month": 28,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 5,
-                    "adults": 3,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "PRT",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 250.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 250.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 2,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-05-09"
-                }
-            },
-            {
-                "scenario_id": "414",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 3,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 27,
-                    "arrival_date_day_of_month": 27,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 0,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "ESP",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "GDS",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 195.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 124.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-06-28"
-                }
-            },
-            {
-                "scenario_id": "415",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 74,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 30,
-                    "arrival_date_day_of_month": 23,
-                    "stays_in_weekend_nights": 4,
-                    "stays_in_week_nights": 5,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 145.56,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-05-28"
-                }
-            },
-            {
-                "scenario_id": "420",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 109,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 17,
-                    "arrival_date_day_of_month": 26,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 5,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "FRA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 120.86,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-04-24"
-                }
-            },
-            {
-                "scenario_id": "424",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 4,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "January",
-                    "arrival_date_week_number": 5,
-                    "arrival_date_day_of_month": 30,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 0,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Corporate",
-                    "distribution_channel": "Corporate",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": 34.0,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 38.5,
-                    "required_car_parking_spaces": 1,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-01-31"
-                }
-            },
-            {
-                "scenario_id": "426",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 6,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 33,
-                    "arrival_date_day_of_month": 7,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 1.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "FRA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 180.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-08-11"
-                }
-            },
-            {
-                "scenario_id": "428",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 1,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 41,
-                    "arrival_date_day_of_month": 7,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "SWE",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 7.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 133.98,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-10-09"
-                }
-            },
-            {
-                "scenario_id": "430",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 98,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 15,
-                    "arrival_date_day_of_month": 14,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "FRA",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 138.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 90.1,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-04-17"
-                }
-            },
-            {
-                "scenario_id": "431",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 137,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 27,
-                    "arrival_date_day_of_month": 26,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "FRA",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 28.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 112.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-07-01"
-                }
-            },
-            {
-                "scenario_id": "433",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 30,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "November",
-                    "arrival_date_week_number": 49,
-                    "arrival_date_day_of_month": 30,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 3,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "ITA",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 22.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 98.1,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-12-02"
-                }
-            },
-            {
-                "scenario_id": "435",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 30,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "June",
-                    "arrival_date_week_number": 23,
-                    "arrival_date_day_of_month": 2,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 235.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 140.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-05-03"
-                }
-            },
-            {
-                "scenario_id": "436",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 180,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 40,
-                    "arrival_date_day_of_month": 1,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "IRL",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 108.9,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-08-31"
-                }
-            },
-            {
-                "scenario_id": "440",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 3,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "February",
-                    "arrival_date_week_number": 6,
-                    "arrival_date_day_of_month": 1,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Corporate",
-                    "distribution_channel": "Corporate",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": 43.0,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 30.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-02-03"
-                }
-            },
-            {
-                "scenario_id": "443",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 19,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 30,
-                    "arrival_date_day_of_month": 25,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 1.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 62.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-07-22"
-                }
-            },
-            {
-                "scenario_id": "445",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 1,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 34,
-                    "arrival_date_day_of_month": 16,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "ISR",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "C",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 209.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-08-17"
-                }
-            },
-            {
-                "scenario_id": "447",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 365,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 42,
-                    "arrival_date_day_of_month": 17,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 1,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": 1.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 62.8,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-01-30"
-                }
-            },
-            {
-                "scenario_id": "448",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 90,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "December",
-                    "arrival_date_week_number": 52,
-                    "arrival_date_day_of_month": 23,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 5,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 37.8,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-10-18"
-                }
-            },
-            {
-                "scenario_id": "450",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 67,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 43,
-                    "arrival_date_day_of_month": 21,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 14.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 89.25,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-09-24"
-                }
-            },
-            {
-                "scenario_id": "451",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 61,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 41,
-                    "arrival_date_day_of_month": 3,
-                    "stays_in_weekend_nights": 3,
-                    "stays_in_week_nights": 8,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "IRL",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 1,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 1,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 10.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-10-14"
-                }
-            },
-            {
-                "scenario_id": "453",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 160,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 11,
-                    "arrival_date_day_of_month": 18,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 5,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "GBR",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "E",
-                    "assigned_room_type": "E",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 55.8,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 3,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-03-25"
-                }
-            },
-            {
-                "scenario_id": "457",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 36,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 32,
-                    "arrival_date_day_of_month": 4,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "F",
-                    "assigned_room_type": "F",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 250.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 221.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-07-29"
-                }
-            },
-            {
-                "scenario_id": "459",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 49,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "December",
-                    "arrival_date_week_number": 52,
-                    "arrival_date_day_of_month": 23,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 0,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "PRT",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "F",
-                    "assigned_room_type": "F",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": 242.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 0.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-12-23"
-                }
-            },
-            {
-                "scenario_id": "460",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 1,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "April",
-                    "arrival_date_week_number": 15,
-                    "arrival_date_day_of_month": 5,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "UKR",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 75.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-04-07"
-                }
-            },
-            {
-                "scenario_id": "462",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 5,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 22,
-                    "arrival_date_day_of_month": 29,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 0,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Complementary",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 1,
-                    "previous_cancellations": 4,
-                    "previous_bookings_not_canceled": 12,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": 45.0,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 0.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 3,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-05-30"
-                }
-            },
-            {
-                "scenario_id": "465",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 16,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 12,
-                    "arrival_date_day_of_month": 23,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "FIN",
-                    "market_segment": "Corporate",
-                    "distribution_channel": "Corporate",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient-Party",
-                    "adr": 108.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-03-25"
-                }
-            },
-            {
-                "scenario_id": "466",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 209,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 34,
-                    "arrival_date_day_of_month": 22,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "ESP",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 108.0,
-                    "required_car_parking_spaces": 1,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-08-25"
-                }
-            },
-            {
-                "scenario_id": "471",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 1,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 31,
-                    "arrival_date_day_of_month": 30,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "E",
-                    "assigned_room_type": "E",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 177.0,
-                    "required_car_parking_spaces": 1,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-07-31"
-                }
-            },
-            {
-                "scenario_id": "472",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 36,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "March",
-                    "arrival_date_week_number": 11,
-                    "arrival_date_day_of_month": 8,
-                    "stays_in_weekend_nights": 2,
-                    "stays_in_week_nights": 5,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "SC",
-                    "country": "GBR",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 71.1,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-02-02"
-                }
-            },
-            {
-                "scenario_id": "473",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 29,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "October",
-                    "arrival_date_week_number": 42,
-                    "arrival_date_day_of_month": 15,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "FRA",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 154.5,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-09-16"
-                }
-            },
-            {
-                "scenario_id": "477",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 0,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "January",
-                    "arrival_date_week_number": 3,
-                    "arrival_date_day_of_month": 18,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 1,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 1,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 1,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 57.0,
-                    "required_car_parking_spaces": 1,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2017-01-19"
-                }
-            },
-            {
-                "scenario_id": "481",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 252,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 29,
-                    "arrival_date_day_of_month": 17,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 5,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "NOR",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "E",
-                    "assigned_room_type": "E",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 240.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 192.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-11-08"
-                }
-            },
-            {
-                "scenario_id": "484",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 27,
-                    "arrival_date_year": 2015,
-                    "arrival_date_month": "December",
-                    "arrival_date_week_number": 52,
-                    "arrival_date_day_of_month": 24,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "BRA",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "E",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 6.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 50.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2015-12-26"
-                }
-            },
-            {
-                "scenario_id": "485",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 55,
-                    "arrival_date_year": 2017,
-                    "arrival_date_month": "July",
-                    "arrival_date_week_number": 29,
-                    "arrival_date_day_of_month": 17,
-                    "stays_in_weekend_nights": 3,
-                    "stays_in_week_nights": 8,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "RUS",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "F",
-                    "assigned_room_type": "F",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 250.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 260.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2017-05-29"
-                }
-            },
-            {
-                "scenario_id": "486",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 138,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "August",
-                    "arrival_date_week_number": 34,
-                    "arrival_date_day_of_month": 16,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 1,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "PRT",
-                    "market_segment": "Direct",
-                    "distribution_channel": "Direct",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 121.2,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 1,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-08-04"
-                }
-            },
-            {
-                "scenario_id": "487",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 30,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "September",
-                    "arrival_date_week_number": 39,
-                    "arrival_date_day_of_month": 24,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 1,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "ZAF",
-                    "market_segment": "Online TA",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "D",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 9.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 143.55,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-09-26"
-                }
-            },
-            {
-                "scenario_id": "488",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 309,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "May",
-                    "arrival_date_week_number": 20,
-                    "arrival_date_day_of_month": 13,
-                    "stays_in_weekend_nights": 1,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "PRT",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 3.0,
-                    "company": null,
-                    "days_in_waiting_list": 215,
-                    "customer_type": "Transient-Party",
-                    "adr": 101.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2016-02-09"
-                }
-            },
-            {
-                "scenario_id": "489",
-                "features": {
-                    "hotel": "City Hotel",
-                    "is_canceled": 0,
-                    "lead_time": 58,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "November",
-                    "arrival_date_week_number": 47,
-                    "arrival_date_day_of_month": 16,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 3,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "BB",
-                    "country": "FRA",
-                    "market_segment": "Offline TA/TO",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "D",
-                    "booking_changes": 0,
-                    "deposit_type": "No Deposit",
-                    "agent": 28.0,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 75.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Check-Out",
-                    "reservation_status_date": "2016-11-19"
-                }
-            },
-            {
-                "scenario_id": "495",
-                "features": {
-                    "hotel": "Resort Hotel",
-                    "is_canceled": 1,
-                    "lead_time": 140,
-                    "arrival_date_year": 2016,
-                    "arrival_date_month": "February",
-                    "arrival_date_week_number": 7,
-                    "arrival_date_day_of_month": 12,
-                    "stays_in_weekend_nights": 0,
-                    "stays_in_week_nights": 2,
-                    "adults": 2,
-                    "children": 0.0,
-                    "babies": 0,
-                    "meal": "HB",
-                    "country": "PRT",
-                    "market_segment": "Groups",
-                    "distribution_channel": "TA/TO",
-                    "is_repeated_guest": 0,
-                    "previous_cancellations": 0,
-                    "previous_bookings_not_canceled": 0,
-                    "reserved_room_type": "A",
-                    "assigned_room_type": "A",
-                    "booking_changes": 0,
-                    "deposit_type": "Non Refund",
-                    "agent": null,
-                    "company": null,
-                    "days_in_waiting_list": 0,
-                    "customer_type": "Transient",
-                    "adr": 50.0,
-                    "required_car_parking_spaces": 0,
-                    "total_of_special_requests": 0,
-                    "reservation_status": "Canceled",
-                    "reservation_status_date": "2015-12-11"
-                }
-            }
-        ],
-        "target_column": "reservation_status",
-        "task_sub_type": "classification",
-        "ranking_ground_truth": {
-            "top_k_ids": [
-                "002",
-                "053",
-                "107",
-                "129",
-                "179",
-                "188",
-                "189",
-                "242",
-                "266",
-                "278",
-                "279",
-                "335",
-                "354",
-                "394",
-                "426"
-            ]
-        },
-        "active_filters": [
-            {
-                "col": "children",
-                "op": ">",
-                "val": 0
-            }
-        ],
-        "target_class_value": "check-out"
-    },
-    "response": "",
-    "evaluation_score": {}
-}
\ No newline at end of file
+    "active_filters": [
+      {
+        "col": "children",
+        "op": ">",
+        "val": 0
+      }
+    ],
+    "target_class_value": "check-out"
+  },
+  "response": "",
+  "evaluation_score": {}
+}
diff --git a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_008/current.csv b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_008/current.csv
index 7f5c06cf13d5d0b7fca2a408b63094c6aefa6572..c16f0a8a91344c909e41f0d7dc8b5853c2c3fc76 100644
--- a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_008/current.csv
+++ b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_008/current.csv
@@ -1,201 +1,201 @@
-hotel,is_canceled,lead_time,arrival_date_year,arrival_date_month,arrival_date_week_number,arrival_date_day_of_month,stays_in_weekend_nights,stays_in_week_nights,adults,children,babies,meal,country,market_segment,distribution_channel,is_repeated_guest,previous_cancellations,previous_bookings_not_canceled,reserved_room_type,assigned_room_type,booking_changes,deposit_type,agent,company,days_in_waiting_list,customer_type,adr,required_car_parking_spaces,total_of_special_requests,reservation_status_date
-Resort Hotel,0,58,2016,May,20,8,2,0,3,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,I,3,No Deposit,393.0,,0,Transient-Party,75.6,0,1,2016-05-10
-Resort Hotel,0,122,2016,August,35,23,1,5,3,1.0,0,BB,ESP,Online TA,TA/TO,0,0,0,H,H,2,No Deposit,240.0,,0,Transient,265.83,0,0,2016-08-29
-Resort Hotel,0,101,2016,August,36,30,0,3,2,0.0,0,BB,CN,Direct,Direct,0,0,0,F,F,0,No Deposit,250.0,,0,Transient,197.67,0,0,2016-09-02
-City Hotel,1,356,2015,October,41,8,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Contract,62.0,0,0,2015-01-01
-City Hotel,1,48,2016,September,38,14,0,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,281.0,,0,Transient-Party,130.0,0,0,2016-09-06
-City Hotel,0,167,2017,April,16,17,1,3,2,0.0,0,BB,CHE,Offline TA/TO,TA/TO,0,0,0,A,A,1,No Deposit,16.0,,0,Transient-Party,89.1,0,0,2017-04-21
-City Hotel,0,3,2015,September,37,9,0,2,1,0.0,0,BB,FRA,Corporate,Corporate,0,0,0,A,B,0,No Deposit,,68.0,0,Transient-Party,90.0,0,0,2015-09-11
-City Hotel,0,123,2017,May,19,8,1,4,2,0.0,0,BB,NOR,Online TA,TA/TO,0,0,0,A,A,3,No Deposit,9.0,,0,Transient,111.6,0,1,2017-05-13
-City Hotel,1,0,2015,August,33,14,0,2,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient-Party,109.0,0,0,2015-08-14
-City Hotel,0,158,2017,March,13,27,1,1,1,0.0,0,BB,ISR,Groups,TA/TO,0,0,0,A,A,1,No Deposit,37.0,,0,Transient-Party,95.0,0,0,2017-03-29
-City Hotel,1,130,2016,April,16,13,0,4,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,29.0,,10,Transient,100.0,0,0,2015-12-15
-City Hotel,0,138,2016,July,28,4,1,2,2,0.0,0,BB,IND,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,7.0,,0,Transient,91.48,0,1,2016-07-07
-Resort Hotel,0,69,2017,February,8,25,2,5,2,0.0,0,BB,BEL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,53.14,0,2,2017-03-04
-Resort Hotel,0,2,2016,October,43,19,0,1,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,81.0,1,2,2016-10-20
-City Hotel,0,45,2016,March,13,21,1,2,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,28.0,,0,Transient,85.0,0,0,2016-03-24
-City Hotel,0,26,2016,November,47,17,0,3,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,83.0,,0,Transient,91.2,0,0,2016-11-20
-Resort Hotel,0,364,2016,October,42,12,0,4,2,0.0,0,BB,GBR,Groups,Corporate,0,0,0,A,D,0,No Deposit,,223.0,0,Transient-Party,69.0,1,0,2016-10-16
-Resort Hotel,0,254,2015,September,37,12,2,2,2,0.0,0,BB,CN,Groups,TA/TO,0,0,0,A,A,0,No Deposit,15.0,,0,Transient-Party,0.0,0,0,2015-09-16
-City Hotel,1,11,2016,December,50,6,0,1,2,0.0,0,SC,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,88.0,0,0,2016-11-29
-Resort Hotel,0,0,2017,January,1,2,1,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,D,0,No Deposit,165.0,,0,Transient,41.0,1,0,2017-01-04
-Resort Hotel,0,3,2016,April,16,14,0,1,1,0.0,0,HB,PRT,Direct,Direct,0,0,0,E,E,1,No Deposit,250.0,,0,Transient-Party,116.0,1,0,2016-04-15
-Resort Hotel,0,1,2016,March,12,15,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,165.0,0,Transient,30.0,0,1,2016-03-16
-Resort Hotel,0,10,2016,December,53,31,0,1,2,2.0,0,BB,USA,Online TA,TA/TO,0,0,0,G,G,0,No Deposit,240.0,,0,Transient,180.0,0,0,2017-01-01
-City Hotel,0,0,2015,December,52,22,0,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,96.0,1,1,2015-12-23
-City Hotel,0,179,2016,August,35,26,2,2,2,0.0,0,BB,AUT,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,7.0,,0,Transient,82.18,0,0,2016-08-30
-City Hotel,0,65,2016,July,31,27,0,2,2,0.0,0,BB,AUS,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,9.0,,0,Transient,109.9,0,1,2016-07-29
-City Hotel,0,73,2016,October,44,28,0,1,1,0.0,0,BB,DEU,Offline TA/TO,TA/TO,0,0,1,A,A,1,No Deposit,21.0,,0,Group,62.5,0,0,2016-10-29
-City Hotel,1,152,2015,September,38,16,2,4,3,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,13.0,,0,Transient,136.68,0,0,2015-05-25
-City Hotel,0,39,2015,August,33,14,0,2,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,6.0,,0,Transient-Party,109.0,0,0,2015-08-16
-City Hotel,0,11,2016,March,11,7,1,3,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,28.0,,0,Transient,70.0,0,0,2016-03-11
-City Hotel,1,267,2016,March,14,31,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0,2015-10-21
-City Hotel,0,3,2016,January,3,15,2,3,2,0.0,0,BB,BEL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,11.0,,0,Transient,69.84,0,0,2016-01-20
-City Hotel,1,81,2017,May,18,1,1,2,3,0.0,0,HB,ITA,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,9.0,,0,Transient,196.2,0,0,2017-02-09
-City Hotel,0,99,2016,February,8,19,0,2,1,0.0,0,BB,PRT,Corporate,TA/TO,0,0,0,A,D,1,No Deposit,,67.0,0,Transient-Party,80.5,0,0,2016-02-21
-City Hotel,1,10,2016,November,45,1,0,4,2,0.0,0,SC,COL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,102.0,0,0,2016-10-23
-Resort Hotel,1,1,2015,December,52,22,2,5,1,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,1,No Deposit,8.0,,0,Transient,51.0,0,0,2015-12-22
-Resort Hotel,1,274,2015,October,40,3,2,5,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,96.0,,0,Transient,36.05,0,0,2015-08-12
-City Hotel,1,54,2017,January,2,14,0,1,3,0.0,0,BB,BRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,138.6,0,0,2016-12-27
-City Hotel,0,133,2017,July,28,9,2,1,2,0.0,0,BB,BEL,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient-Party,89.1,0,2,2017-07-12
-City Hotel,1,396,2017,June,26,25,2,0,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,B,1,No Deposit,6.0,,0,Transient-Party,80.0,0,0,2017-05-24
-City Hotel,0,69,2016,April,17,18,1,3,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient-Party,110.08,0,1,2016-04-22
-City Hotel,1,44,2016,June,27,28,0,2,2,1.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,134.1,0,0,2016-06-22
-City Hotel,1,218,2017,July,27,5,0,4,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,107.1,0,0,2016-12-08
-City Hotel,0,71,2016,August,35,26,2,2,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,131.4,0,1,2016-08-30
-City Hotel,0,340,2017,April,16,21,2,2,1,1.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,98.1,0,2,2017-04-25
-City Hotel,0,114,2016,July,29,13,0,4,2,0.0,0,SC,IRL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,8.0,,0,Transient,89.25,0,0,2016-07-17
-Resort Hotel,1,232,2016,November,48,26,2,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,11.0,,0,Transient,30.0,0,0,2016-10-18
-City Hotel,1,311,2015,August,35,24,1,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Transient-Party,62.0,0,0,2015-07-02
-Resort Hotel,0,138,2016,July,30,23,2,4,3,0.0,0,Undefined,ESP,Direct,Direct,0,0,0,F,F,0,No Deposit,,,0,Transient,318.0,0,1,2016-07-29
-City Hotel,1,301,2016,November,47,18,0,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,20.0,,0,Transient,52.0,0,0,2016-03-15
-Resort Hotel,0,110,2016,August,33,10,1,4,1,0.0,0,BB,IRL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,189.0,0,2,2016-08-15
-Resort Hotel,0,0,2017,February,6,8,0,1,2,0.0,0,BB,,Direct,Direct,0,0,0,F,F,0,No Deposit,,,0,Transient,73.0,0,0,2017-02-09
-City Hotel,1,11,2016,November,45,5,0,1,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,130.0,0,1,2016-10-28
-Resort Hotel,0,0,2017,May,20,15,1,0,1,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,79.0,1,0,2017-05-16
-City Hotel,0,2,2016,November,48,23,0,1,1,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,103.0,0,1,2016-11-24
-City Hotel,0,23,2017,January,2,8,2,3,2,1.0,0,HB,ITA,Direct,Direct,0,0,0,E,E,0,No Deposit,14.0,,0,Transient,168.0,1,1,2017-01-13
-City Hotel,0,78,2016,December,50,8,1,3,2,0.0,0,BB,DZA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,88.4,0,1,2016-12-12
-City Hotel,1,44,2016,October,41,2,2,1,2,0.0,0,SC,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,8.0,,0,Transient,108.0,0,1,2016-08-22
-Resort Hotel,0,0,2017,January,1,3,0,2,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,D,0,No Deposit,,154.0,0,Transient,35.0,0,0,2017-01-05
-City Hotel,1,88,2017,May,20,14,1,0,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,126.0,0,0,2017-04-10
-City Hotel,0,102,2016,October,41,2,2,1,2,0.0,0,SC,ITA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,108.0,0,1,2016-10-05
-City Hotel,1,47,2017,February,8,25,2,1,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,104.4,0,0,2017-01-09
-City Hotel,0,42,2016,January,3,16,0,1,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,80.3,0,1,2016-01-17
-Resort Hotel,0,159,2016,January,5,25,1,3,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,241.0,,0,Transient,38.86,0,1,2016-01-29
-City Hotel,0,160,2017,March,12,25,0,1,3,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,G,0,No Deposit,9.0,,0,Transient,135.0,0,1,2017-03-26
-City Hotel,0,89,2016,September,39,20,2,5,2,0.0,0,BB,ROU,Offline TA/TO,TA/TO,0,0,0,A,A,2,No Deposit,138.0,,0,Transient,95.0,0,2,2016-09-27
-City Hotel,1,32,2016,October,42,10,1,3,1,0.0,0,BB,CHN,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,148.28,0,0,2016-10-09
-Resort Hotel,0,21,2016,July,30,17,2,4,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,204.0,0,0,2016-07-23
-City Hotel,1,240,2017,July,30,23,2,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,,,0,Transient,110.0,0,0,2016-11-25
-Resort Hotel,1,203,2017,August,33,18,4,8,2,1.0,0,BB,AZE,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,15.0,,0,Transient,126.8,0,3,2017-02-25
-Resort Hotel,0,233,2017,June,24,15,0,2,2,0.0,0,BB,CN,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,99.0,0,2,2017-06-17
-City Hotel,0,11,2016,March,11,11,0,2,2,0.0,0,BB,BEL,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,138.0,,0,Transient,74.8,0,0,2016-03-13
-City Hotel,1,323,2016,May,22,26,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0,2015-10-21
-City Hotel,0,25,2015,October,41,6,0,4,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Contract,112.25,0,1,2015-10-10
-Resort Hotel,1,223,2017,May,18,4,2,5,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,1,No Deposit,177.0,,0,Transient,68.4,0,1,2016-11-02
-City Hotel,0,11,2016,August,36,28,2,2,3,1.0,0,BB,ESP,Direct,Direct,0,0,0,G,G,0,No Deposit,14.0,,0,Transient,246.0,0,0,2016-09-01
-City Hotel,1,128,2016,November,48,26,1,1,2,0.0,0,SC,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,79.2,0,0,2016-07-21
-Resort Hotel,0,23,2016,January,3,14,0,1,2,0.0,0,BB,USA,Direct,Direct,0,0,0,E,E,0,No Deposit,,,0,Transient,48.0,0,0,2016-01-15
-Resort Hotel,0,37,2016,July,30,23,2,5,3,1.0,0,BB,PRT,Online TA,TA/TO,0,0,0,H,H,0,No Deposit,,,0,Transient,210.0,1,0,2016-07-30
-City Hotel,0,24,2017,July,27,6,0,1,2,2.0,0,BB,DEU,Online TA,TA/TO,0,0,0,G,G,0,No Deposit,7.0,,0,Transient,250.96,0,1,2017-07-07
-City Hotel,1,195,2015,September,38,17,0,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,No Deposit,20.0,,0,Transient,48.0,0,0,2015-07-23
-City Hotel,0,173,2017,April,16,20,0,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,9.0,,0,Transient,99.0,0,1,2017-04-21
-City Hotel,1,7,2017,May,19,8,1,0,1,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,160.0,0,3,2017-05-03
-City Hotel,1,159,2017,June,24,17,2,5,3,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,157.25,0,0,2017-05-07
-Resort Hotel,0,85,2016,July,28,3,2,3,3,0.0,0,FB,PRT,Offline TA/TO,TA/TO,0,0,0,A,C,1,No Deposit,5.0,,0,Transient-Party,168.48,1,0,2016-07-08
-City Hotel,1,312,2015,August,35,25,0,4,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,No Deposit,1.0,,0,Transient-Party,62.0,0,0,2015-07-06
-City Hotel,1,605,2016,October,43,17,1,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,60.0,0,0,2016-09-20
-City Hotel,0,12,2017,May,20,16,2,5,1,0.0,0,BB,CHN,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,8.0,,0,Transient-Party,156.75,0,1,2017-05-23
-City Hotel,0,108,2017,March,11,17,1,2,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,97.2,0,2,2017-03-20
-City Hotel,1,321,2015,September,36,3,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,1,1,0,A,A,0,No Deposit,1.0,,0,Transient-Party,62.8,0,0,2014-10-17
-Resort Hotel,1,172,2015,September,37,12,2,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,15.0,,0,Transient-Party,36.0,0,0,2015-08-06
-City Hotel,1,275,2017,July,28,11,0,1,2,0.0,0,SC,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,89.1,0,1,2016-10-18
-City Hotel,1,94,2016,March,10,4,0,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,Non Refund,154.0,,28,Transient,80.0,0,0,2015-12-29
-City Hotel,1,288,2017,July,27,3,1,4,2,0.0,0,SC,POL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,89.1,0,1,2017-06-08
-City Hotel,1,325,2015,September,37,7,1,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Contract,62.0,0,0,2015-01-01
-Resort Hotel,0,326,2017,June,25,23,3,7,2,0.0,0,HB,GBR,Offline TA/TO,TA/TO,0,0,0,A,A,1,No Deposit,40.0,,0,Contract,102.2,0,2,2017-07-03
-Resort Hotel,1,277,2016,June,25,12,2,2,2,0.0,0,Undefined,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,,,0,Transient,110.0,0,0,2016-03-29
-City Hotel,0,18,2016,February,7,11,0,3,2,1.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,D,0,No Deposit,9.0,,0,Transient,111.0,0,1,2016-02-14
-City Hotel,1,50,2017,July,28,10,1,2,2,1.0,0,BB,DNK,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,160.0,0,1,2017-06-27
-Resort Hotel,0,2,2016,October,45,30,2,0,2,0.0,0,BB,PRT,Complementary,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,6.0,1,0,2016-11-01
-City Hotel,0,56,2016,May,23,30,1,1,1,0.0,0,BB,BEL,Groups,TA/TO,0,0,0,A,A,1,No Deposit,,,0,Transient-Party,120.0,0,0,2016-06-01
-City Hotel,1,35,2017,May,19,10,0,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,39.0,,0,Transient-Party,130.0,0,0,2017-05-03
-City Hotel,0,74,2017,July,27,8,2,1,2,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,120.0,0,1,2017-07-11
-City Hotel,0,88,2017,June,23,5,1,3,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,83.0,,0,Transient,122.4,0,0,2017-06-09
-Resort Hotel,1,46,2016,March,11,11,0,1,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,375.0,,0,Transient-Party,25.0,0,0,2016-03-02
-Resort Hotel,1,172,2016,December,53,26,2,5,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,2,No Deposit,240.0,,0,Transient,52.46,0,1,2016-10-09
-City Hotel,0,33,2016,July,27,1,0,1,2,1.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,C,0,No Deposit,9.0,,0,Transient,152.1,0,2,2016-07-02
-City Hotel,1,277,2016,November,46,7,1,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,,,0,Transient,100.0,0,0,2016-04-04
-City Hotel,1,294,2015,August,32,7,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Transient-Party,62.0,0,0,2015-07-02
-City Hotel,0,86,2016,April,15,6,0,3,2,0.0,0,BB,NLD,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,99.3,0,1,2016-04-09
-City Hotel,0,10,2016,August,34,15,1,0,2,2.0,1,BB,PRT,Direct,Direct,0,0,0,G,G,0,No Deposit,,,0,Transient,276.0,0,2,2016-08-16
-Resort Hotel,0,1,2017,January,2,13,0,1,2,2.0,0,SC,PRT,Online TA,TA/TO,0,0,0,C,I,1,No Deposit,196.0,,0,Transient,0.0,0,0,2017-01-14
-City Hotel,1,68,2016,February,8,17,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,37.0,,0,Transient,75.0,0,0,2016-01-06
-City Hotel,0,135,2017,February,8,25,2,1,2,0.0,0,SC,ITA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,79.2,0,1,2017-02-28
-Resort Hotel,0,120,2015,October,43,24,4,6,2,0.0,0,BB,IRL,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,175.0,,0,Transient,34.56,0,0,2015-11-03
-City Hotel,1,105,2017,May,20,19,0,2,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,,,0,Transient,160.0,0,0,2017-02-03
-City Hotel,0,55,2016,April,15,6,0,1,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,56.0,,0,Transient-Party,104.0,0,0,2016-04-07
-City Hotel,1,30,2015,September,40,30,0,2,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,3.0,,0,Transient,121.0,0,0,2015-09-15
-City Hotel,0,10,2017,August,32,11,0,1,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,189.0,0,0,2017-08-12
-City Hotel,0,3,2016,October,45,31,1,1,1,0.0,0,BB,SWE,Direct,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,140.0,0,1,2016-11-02
-Resort Hotel,1,92,2016,February,9,26,1,2,2,0.0,0,Undefined,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,134.0,,0,Transient,79.0,0,0,2015-12-10
-City Hotel,1,19,2017,July,28,15,2,1,2,0.0,0,SC,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,126.67,0,0,2017-06-27
-City Hotel,0,62,2016,November,46,6,2,2,1,0.0,0,SC,RUS,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,140.63,0,1,2016-11-10
-Resort Hotel,0,0,2016,April,15,4,1,0,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,1,No Deposit,,,0,Transient,56.0,0,1,2016-04-05
-City Hotel,1,100,2015,October,42,16,0,1,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,6.0,,0,Transient,108.0,0,0,2015-09-28
-Resort Hotel,0,234,2016,September,37,9,2,3,2,0.0,0,HB,DEU,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,241.0,,0,Transient,119.34,0,1,2016-09-14
-City Hotel,1,247,2016,October,44,28,1,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,37.0,,0,Transient,110.0,0,0,2016-03-15
-Resort Hotel,0,69,2017,August,33,16,2,4,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,230.0,0,2,2017-08-22
-Resort Hotel,1,192,2017,June,24,11,2,5,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,314.0,,0,Transient,88.0,0,0,2016-12-02
-City Hotel,0,35,2017,February,6,9,2,5,2,0.0,0,BB,FRA,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient,71.0,0,0,2017-02-16
-City Hotel,1,272,2015,July,29,16,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,1,1,0,A,A,0,No Deposit,1.0,,0,Transient-Party,62.8,0,0,2014-10-17
-City Hotel,0,25,2016,April,17,17,2,2,2,1.0,0,BB,IRL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,125.5,0,0,2016-04-21
-City Hotel,0,69,2015,October,44,25,2,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,37.0,,58,Transient-Party,85.67,0,0,2015-10-28
-City Hotel,0,59,2016,November,47,18,2,2,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,28.0,,0,Transient,75.0,0,0,2016-11-22
-City Hotel,1,184,2016,October,41,4,0,3,2,0.0,0,BB,NOR,Online TA,TA/TO,0,0,0,B,B,1,No Deposit,9.0,,0,Transient,101.05,0,0,2016-04-09
-Resort Hotel,0,2,2016,January,4,23,0,1,2,0.0,0,BB,ESP,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,314.0,,0,Transient-Party,29.0,0,1,2016-01-24
-Resort Hotel,0,13,2017,June,23,7,0,2,1,0.0,0,BB,PRT,Corporate,Corporate,1,0,2,A,A,0,No Deposit,,154.0,0,Transient,75.0,0,0,2017-06-09
-City Hotel,0,26,2016,January,5,30,1,1,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,8.0,,0,Transient,91.0,0,1,2016-02-01
-City Hotel,0,4,2017,May,22,29,1,1,1,0.0,0,BB,ESP,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,28.0,,0,Transient,94.0,0,0,2017-05-31
-City Hotel,0,64,2016,March,12,19,1,1,2,2.0,0,BB,PRT,Direct,Direct,0,0,0,E,F,0,No Deposit,,,0,Transient,159.6,0,2,2016-03-21
-Resort Hotel,1,221,2017,April,18,30,2,5,2,0.0,0,HB,PRT,Groups,TA/TO,0,0,0,D,D,0,No Deposit,,,0,Transient-Party,82.0,0,0,2016-10-07
-City Hotel,0,7,2017,February,9,26,2,3,2,0.0,0,SC,NLD,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,74.8,0,0,2017-03-03
-City Hotel,1,328,2015,September,37,10,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Contract,62.0,0,0,2015-01-01
-Resort Hotel,0,364,2016,October,42,12,0,4,1,0.0,0,BB,GBR,Groups,Corporate,0,0,0,A,A,1,No Deposit,,223.0,0,Transient-Party,60.0,0,0,2016-10-16
-City Hotel,0,96,2017,June,25,19,1,2,2,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,126.0,0,2,2017-06-22
-City Hotel,1,0,2017,May,20,18,0,1,2,0.0,0,SC,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,144.0,0,1,2017-05-18
-City Hotel,0,56,2015,September,38,17,0,2,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,20.0,,0,Transient-Party,82.0,0,0,2015-09-19
-City Hotel,0,162,2017,June,22,3,2,1,2,0.0,0,BB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,27.0,,0,Transient,89.1,0,0,2017-06-06
-Resort Hotel,1,184,2017,August,34,26,2,5,2,0.0,0,FB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,8.0,,0,Transient,173.0,0,0,2017-03-07
-City Hotel,1,321,2015,September,36,3,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Contract,62.0,0,0,2015-01-01
-City Hotel,0,448,2017,June,24,17,2,1,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,229.0,,0,Transient-Party,0.0,0,0,2017-06-20
-Resort Hotel,0,0,2016,October,41,5,0,1,3,0.0,0,BB,ESP,Direct,Direct,1,0,0,D,D,0,No Deposit,,,0,Transient,141.0,1,0,2016-10-06
-City Hotel,0,5,2015,August,33,15,1,1,2,2.0,0,BB,PRT,Direct,Direct,0,0,0,F,F,0,No Deposit,,,0,Transient,122.0,0,1,2015-08-17
-City Hotel,0,15,2015,October,43,20,0,3,1,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,E,0,No Deposit,14.0,,0,Transient,109.0,0,0,2015-10-23
-Resort Hotel,0,27,2017,February,9,28,0,1,2,0.0,0,BB,BRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient-Party,56.0,0,2,2017-03-01
-City Hotel,1,155,2017,August,35,31,0,3,2,0.0,0,SC,SWE,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,135.0,0,1,2017-04-04
-Resort Hotel,0,171,2016,September,36,1,0,3,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,132.6,1,0,2016-09-04
-Resort Hotel,0,16,2016,July,30,23,2,6,3,0.0,0,HB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,215.0,0,2,2016-07-31
-Resort Hotel,1,79,2016,October,44,26,2,6,2,0.0,0,BB,IRL,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,58.05,0,3,2016-08-30
-City Hotel,1,68,2017,April,16,18,0,4,2,0.0,0,BB,ITA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,126.0,0,0,2017-04-01
-Resort Hotel,1,112,2017,August,35,28,1,5,3,0.0,0,HB,PRT,Direct,Direct,0,0,0,D,D,0,No Deposit,250.0,,0,Transient,250.0,0,2,2017-05-09
-City Hotel,0,3,2016,June,27,27,1,0,1,0.0,0,SC,ESP,Offline TA/TO,GDS,0,0,0,A,A,0,No Deposit,195.0,,0,Transient,124.0,0,0,2016-06-28
-City Hotel,1,74,2017,July,30,23,4,5,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,145.56,0,1,2017-05-28
-City Hotel,1,109,2017,April,17,26,2,5,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,120.86,0,0,2017-04-24
-Resort Hotel,0,4,2017,January,5,30,1,0,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,D,0,No Deposit,,34.0,0,Transient,38.5,1,0,2017-01-31
-City Hotel,0,6,2016,August,33,7,2,2,2,1.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,180.0,0,1,2016-08-11
-City Hotel,0,1,2016,October,41,7,0,2,1,0.0,0,SC,SWE,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,133.98,0,1,2016-10-09
-City Hotel,0,98,2017,April,15,14,1,2,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,138.0,,0,Transient,90.1,0,0,2017-04-17
-City Hotel,0,137,2016,June,27,26,2,3,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,28.0,,0,Transient,112.0,0,0,2016-07-01
-City Hotel,0,30,2016,November,49,30,0,2,3,0.0,0,BB,ITA,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,22.0,,0,Transient,98.1,0,0,2016-12-02
-City Hotel,1,30,2016,June,23,2,0,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,235.0,,0,Transient,140.0,0,0,2016-05-03
-City Hotel,1,180,2016,October,40,1,2,1,2,0.0,0,BB,IRL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,108.9,0,0,2016-08-31
-Resort Hotel,0,3,2016,February,6,1,1,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,D,0,No Deposit,,43.0,0,Transient,30.0,0,0,2016-02-03
-City Hotel,1,19,2015,July,30,25,2,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,1.0,,0,Transient-Party,62.0,0,0,2015-07-22
-City Hotel,1,71,2016,June,25,14,0,3,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,236.0,,0,Transient,120.0,0,0,2016-04-27
-Resort Hotel,0,1,2016,August,34,16,0,1,2,0.0,0,BB,ISR,Online TA,TA/TO,0,0,0,A,C,0,No Deposit,240.0,,0,Transient,209.0,0,1,2016-08-17
-City Hotel,1,365,2015,October,42,17,1,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Transient,62.8,0,0,2015-01-30
-Resort Hotel,1,90,2016,December,52,23,2,5,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,37.8,0,0,2016-10-18
-City Hotel,1,67,2015,October,43,21,0,1,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient,89.25,0,0,2015-09-24
-Resort Hotel,0,61,2016,October,41,3,3,8,2,0.0,0,BB,IRL,Direct,Direct,1,0,1,D,D,0,No Deposit,,,0,Transient,10.0,0,0,2016-10-14
-Resort Hotel,0,160,2017,March,11,18,2,5,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,240.0,,0,Transient,55.8,0,3,2017-03-25
-Resort Hotel,1,36,2015,August,32,4,0,3,1,0.0,0,BB,PRT,Direct,Direct,0,0,0,F,F,0,No Deposit,250.0,,0,Transient,221.0,0,0,2015-07-29
-Resort Hotel,0,49,2015,December,52,23,0,0,2,0.0,0,HB,PRT,Online TA,TA/TO,0,0,0,F,F,1,No Deposit,242.0,,0,Transient,0.0,0,0,2015-12-23
-Resort Hotel,0,1,2016,April,15,5,0,2,1,0.0,0,BB,UKR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,75.0,0,1,2016-04-07
-City Hotel,0,5,2017,May,22,29,1,0,1,0.0,0,BB,PRT,Complementary,Direct,1,4,12,D,A,0,No Deposit,,45.0,0,Transient,0.0,0,3,2017-05-30
-City Hotel,0,16,2017,March,12,23,0,2,1,0.0,0,BB,FIN,Corporate,Corporate,0,0,0,D,D,0,No Deposit,,,0,Transient-Party,108.0,0,0,2017-03-25
-City Hotel,0,209,2017,August,34,22,0,3,2,0.0,0,SC,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,108.0,1,1,2017-08-25
-City Hotel,0,1,2016,July,31,30,0,1,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,E,E,1,No Deposit,,,0,Transient,177.0,1,0,2016-07-31
-City Hotel,1,36,2016,March,11,8,2,5,2,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,71.1,0,0,2016-02-02
-City Hotel,1,29,2016,October,42,15,1,1,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,154.5,0,1,2016-09-16
-City Hotel,1,56,2017,March,12,21,0,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,86.0,,0,Transient,85.0,0,0,2017-01-24
-Resort Hotel,0,0,2017,January,3,18,0,1,1,0.0,0,BB,PRT,Direct,Direct,1,0,0,A,A,1,No Deposit,,,0,Transient,57.0,1,0,2017-01-19
-Resort Hotel,1,252,2017,July,29,17,1,5,2,0.0,0,BB,NOR,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,240.0,,0,Transient,192.0,0,0,2016-11-08
-Resort Hotel,0,27,2015,December,52,24,0,2,2,0.0,0,BB,BRA,Offline TA/TO,TA/TO,0,0,0,A,E,0,No Deposit,6.0,,0,Transient,50.0,0,0,2015-12-26
-Resort Hotel,1,55,2017,July,29,17,3,8,2,0.0,0,BB,RUS,Direct,Direct,0,0,0,F,F,0,No Deposit,250.0,,0,Transient,260.0,0,0,2017-05-29
-City Hotel,1,138,2016,August,34,16,0,3,1,0.0,0,BB,PRT,Direct,Direct,0,0,0,D,D,0,No Deposit,,,0,Transient,121.2,0,1,2016-08-04
-City Hotel,0,30,2016,September,39,24,1,1,2,0.0,0,BB,ZAF,Online TA,TA/TO,0,0,0,D,A,0,No Deposit,9.0,,0,Transient,143.55,0,0,2016-09-26
-City Hotel,1,309,2016,May,20,13,1,2,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,3.0,,215,Transient-Party,101.0,0,0,2016-02-09
-City Hotel,0,58,2016,November,47,16,0,3,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,28.0,,0,Transient,75.0,0,0,2016-11-19
-Resort Hotel,1,140,2016,February,7,12,0,2,2,0.0,0,HB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,,,0,Transient,50.0,0,0,2015-12-11
+hotel,lead_time,arrival_date_year,arrival_date_month,arrival_date_week_number,arrival_date_day_of_month,stays_in_weekend_nights,stays_in_week_nights,adults,children,babies,meal,country,market_segment,distribution_channel,is_repeated_guest,previous_cancellations,previous_bookings_not_canceled,reserved_room_type,assigned_room_type,booking_changes,deposit_type,agent,company,days_in_waiting_list,customer_type,adr,required_car_parking_spaces,total_of_special_requests
+Resort Hotel,58,2016,May,20,8,2,0,3,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,I,3,No Deposit,393.0,,0,Transient-Party,75.6,0,1
+Resort Hotel,122,2016,August,35,23,1,5,3,1.0,0,BB,ESP,Online TA,TA/TO,0,0,0,H,H,2,No Deposit,240.0,,0,Transient,265.83,0,0
+Resort Hotel,101,2016,August,36,30,0,3,2,0.0,0,BB,CN,Direct,Direct,0,0,0,F,F,0,No Deposit,250.0,,0,Transient,197.67,0,0
+City Hotel,356,2015,October,41,8,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Contract,62.0,0,0
+City Hotel,48,2016,September,38,14,0,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,281.0,,0,Transient-Party,130.0,0,0
+City Hotel,167,2017,April,16,17,1,3,2,0.0,0,BB,CHE,Offline TA/TO,TA/TO,0,0,0,A,A,1,No Deposit,16.0,,0,Transient-Party,89.1,0,0
+City Hotel,3,2015,September,37,9,0,2,1,0.0,0,BB,FRA,Corporate,Corporate,0,0,0,A,B,0,No Deposit,,68.0,0,Transient-Party,90.0,0,0
+City Hotel,123,2017,May,19,8,1,4,2,0.0,0,BB,NOR,Online TA,TA/TO,0,0,0,A,A,3,No Deposit,9.0,,0,Transient,111.6,0,1
+City Hotel,0,2015,August,33,14,0,2,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,6.0,,0,Transient-Party,109.0,0,0
+City Hotel,158,2017,March,13,27,1,1,1,0.0,0,BB,ISR,Groups,TA/TO,0,0,0,A,A,1,No Deposit,37.0,,0,Transient-Party,95.0,0,0
+City Hotel,130,2016,April,16,13,0,4,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,29.0,,10,Transient,100.0,0,0
+City Hotel,138,2016,July,28,4,1,2,2,0.0,0,BB,IND,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,7.0,,0,Transient,91.48,0,1
+Resort Hotel,69,2017,February,8,25,2,5,2,0.0,0,BB,BEL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,53.14,0,2
+Resort Hotel,2,2016,October,43,19,0,1,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,81.0,1,2
+City Hotel,45,2016,March,13,21,1,2,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,28.0,,0,Transient,85.0,0,0
+City Hotel,26,2016,November,47,17,0,3,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,83.0,,0,Transient,91.2,0,0
+Resort Hotel,364,2016,October,42,12,0,4,2,0.0,0,BB,GBR,Groups,Corporate,0,0,0,A,D,0,No Deposit,,223.0,0,Transient-Party,69.0,1,0
+Resort Hotel,254,2015,September,37,12,2,2,2,0.0,0,BB,CN,Groups,TA/TO,0,0,0,A,A,0,No Deposit,15.0,,0,Transient-Party,0.0,0,0
+City Hotel,11,2016,December,50,6,0,1,2,0.0,0,SC,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,88.0,0,0
+Resort Hotel,0,2017,January,1,2,1,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,D,0,No Deposit,165.0,,0,Transient,41.0,1,0
+Resort Hotel,3,2016,April,16,14,0,1,1,0.0,0,HB,PRT,Direct,Direct,0,0,0,E,E,1,No Deposit,250.0,,0,Transient-Party,116.0,1,0
+Resort Hotel,1,2016,March,12,15,0,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,A,0,No Deposit,,165.0,0,Transient,30.0,0,1
+Resort Hotel,10,2016,December,53,31,0,1,2,2.0,0,BB,USA,Online TA,TA/TO,0,0,0,G,G,0,No Deposit,240.0,,0,Transient,180.0,0,0
+City Hotel,0,2015,December,52,22,0,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,96.0,1,1
+City Hotel,179,2016,August,35,26,2,2,2,0.0,0,BB,AUT,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,7.0,,0,Transient,82.18,0,0
+City Hotel,65,2016,July,31,27,0,2,2,0.0,0,BB,AUS,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,9.0,,0,Transient,109.9,0,1
+City Hotel,73,2016,October,44,28,0,1,1,0.0,0,BB,DEU,Offline TA/TO,TA/TO,0,0,1,A,A,1,No Deposit,21.0,,0,Group,62.5,0,0
+City Hotel,152,2015,September,38,16,2,4,3,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,D,D,0,No Deposit,13.0,,0,Transient,136.68,0,0
+City Hotel,39,2015,August,33,14,0,2,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,6.0,,0,Transient-Party,109.0,0,0
+City Hotel,11,2016,March,11,7,1,3,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,28.0,,0,Transient,70.0,0,0
+City Hotel,267,2016,March,14,31,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0
+City Hotel,3,2016,January,3,15,2,3,2,0.0,0,BB,BEL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,11.0,,0,Transient,69.84,0,0
+City Hotel,81,2017,May,18,1,1,2,3,0.0,0,HB,ITA,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,9.0,,0,Transient,196.2,0,0
+City Hotel,99,2016,February,8,19,0,2,1,0.0,0,BB,PRT,Corporate,TA/TO,0,0,0,A,D,1,No Deposit,,67.0,0,Transient-Party,80.5,0,0
+City Hotel,10,2016,November,45,1,0,4,2,0.0,0,SC,COL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,102.0,0,0
+Resort Hotel,1,2015,December,52,22,2,5,1,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,1,No Deposit,8.0,,0,Transient,51.0,0,0
+Resort Hotel,274,2015,October,40,3,2,5,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,96.0,,0,Transient,36.05,0,0
+City Hotel,54,2017,January,2,14,0,1,3,0.0,0,BB,BRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,138.6,0,0
+City Hotel,133,2017,July,28,9,2,1,2,0.0,0,BB,BEL,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient-Party,89.1,0,2
+City Hotel,396,2017,June,26,25,2,0,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,B,1,No Deposit,6.0,,0,Transient-Party,80.0,0,0
+City Hotel,69,2016,April,17,18,1,3,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient-Party,110.08,0,1
+City Hotel,44,2016,June,27,28,0,2,2,1.0,0,BB,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,134.1,0,0
+City Hotel,218,2017,July,27,5,0,4,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,107.1,0,0
+City Hotel,71,2016,August,35,26,2,2,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,131.4,0,1
+City Hotel,340,2017,April,16,21,2,2,1,1.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,98.1,0,2
+City Hotel,114,2016,July,29,13,0,4,2,0.0,0,SC,IRL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,8.0,,0,Transient,89.25,0,0
+Resort Hotel,232,2016,November,48,26,2,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,11.0,,0,Transient,30.0,0,0
+City Hotel,311,2015,August,35,24,1,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Transient-Party,62.0,0,0
+Resort Hotel,138,2016,July,30,23,2,4,3,0.0,0,Undefined,ESP,Direct,Direct,0,0,0,F,F,0,No Deposit,,,0,Transient,318.0,0,1
+City Hotel,301,2016,November,47,18,0,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,20.0,,0,Transient,52.0,0,0
+Resort Hotel,110,2016,August,33,10,1,4,1,0.0,0,BB,IRL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,189.0,0,2
+Resort Hotel,0,2017,February,6,8,0,1,2,0.0,0,BB,,Direct,Direct,0,0,0,F,F,0,No Deposit,,,0,Transient,73.0,0,0
+City Hotel,11,2016,November,45,5,0,1,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,130.0,0,1
+Resort Hotel,0,2017,May,20,15,1,0,1,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,79.0,1,0
+City Hotel,2,2016,November,48,23,0,1,1,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,103.0,0,1
+City Hotel,23,2017,January,2,8,2,3,2,1.0,0,HB,ITA,Direct,Direct,0,0,0,E,E,0,No Deposit,14.0,,0,Transient,168.0,1,1
+City Hotel,78,2016,December,50,8,1,3,2,0.0,0,BB,DZA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,88.4,0,1
+City Hotel,44,2016,October,41,2,2,1,2,0.0,0,SC,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,8.0,,0,Transient,108.0,0,1
+Resort Hotel,0,2017,January,1,3,0,2,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,D,0,No Deposit,,154.0,0,Transient,35.0,0,0
+City Hotel,88,2017,May,20,14,1,0,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,126.0,0,0
+City Hotel,102,2016,October,41,2,2,1,2,0.0,0,SC,ITA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,108.0,0,1
+City Hotel,47,2017,February,8,25,2,1,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,104.4,0,0
+City Hotel,42,2016,January,3,16,0,1,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,80.3,0,1
+Resort Hotel,159,2016,January,5,25,1,3,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,241.0,,0,Transient,38.86,0,1
+City Hotel,160,2017,March,12,25,0,1,3,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,D,G,0,No Deposit,9.0,,0,Transient,135.0,0,1
+City Hotel,89,2016,September,39,20,2,5,2,0.0,0,BB,ROU,Offline TA/TO,TA/TO,0,0,0,A,A,2,No Deposit,138.0,,0,Transient,95.0,0,2
+City Hotel,32,2016,October,42,10,1,3,1,0.0,0,BB,CHN,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,148.28,0,0
+Resort Hotel,21,2016,July,30,17,2,4,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,204.0,0,0
+City Hotel,240,2017,July,30,23,2,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,,,0,Transient,110.0,0,0
+Resort Hotel,203,2017,August,33,18,4,8,2,1.0,0,BB,AZE,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,15.0,,0,Transient,126.8,0,3
+Resort Hotel,233,2017,June,24,15,0,2,2,0.0,0,BB,CN,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,99.0,0,2
+City Hotel,11,2016,March,11,11,0,2,2,0.0,0,BB,BEL,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,138.0,,0,Transient,74.8,0,0
+City Hotel,323,2016,May,22,26,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,62.0,0,0
+City Hotel,25,2015,October,41,6,0,4,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Contract,112.25,0,1
+Resort Hotel,223,2017,May,18,4,2,5,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,1,No Deposit,177.0,,0,Transient,68.4,0,1
+City Hotel,11,2016,August,36,28,2,2,3,1.0,0,BB,ESP,Direct,Direct,0,0,0,G,G,0,No Deposit,14.0,,0,Transient,246.0,0,0
+City Hotel,128,2016,November,48,26,1,1,2,0.0,0,SC,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,79.2,0,0
+Resort Hotel,23,2016,January,3,14,0,1,2,0.0,0,BB,USA,Direct,Direct,0,0,0,E,E,0,No Deposit,,,0,Transient,48.0,0,0
+Resort Hotel,37,2016,July,30,23,2,5,3,1.0,0,BB,PRT,Online TA,TA/TO,0,0,0,H,H,0,No Deposit,,,0,Transient,210.0,1,0
+City Hotel,24,2017,July,27,6,0,1,2,2.0,0,BB,DEU,Online TA,TA/TO,0,0,0,G,G,0,No Deposit,7.0,,0,Transient,250.96,0,1
+City Hotel,195,2015,September,38,17,0,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,No Deposit,20.0,,0,Transient,48.0,0,0
+City Hotel,173,2017,April,16,20,0,1,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,1,No Deposit,9.0,,0,Transient,99.0,0,1
+City Hotel,7,2017,May,19,8,1,0,1,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,160.0,0,3
+City Hotel,159,2017,June,24,17,2,5,3,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,157.25,0,0
+Resort Hotel,85,2016,July,28,3,2,3,3,0.0,0,FB,PRT,Offline TA/TO,TA/TO,0,0,0,A,C,1,No Deposit,5.0,,0,Transient-Party,168.48,1,0
+City Hotel,312,2015,August,35,25,0,4,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,No Deposit,1.0,,0,Transient-Party,62.0,0,0
+City Hotel,605,2016,October,43,17,1,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,1.0,,0,Transient,60.0,0,0
+City Hotel,12,2017,May,20,16,2,5,1,0.0,0,BB,CHN,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,8.0,,0,Transient-Party,156.75,0,1
+City Hotel,108,2017,March,11,17,1,2,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,97.2,0,2
+City Hotel,321,2015,September,36,3,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,1,1,0,A,A,0,No Deposit,1.0,,0,Transient-Party,62.8,0,0
+Resort Hotel,172,2015,September,37,12,2,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,15.0,,0,Transient-Party,36.0,0,0
+City Hotel,275,2017,July,28,11,0,1,2,0.0,0,SC,DEU,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,89.1,0,1
+City Hotel,94,2016,March,10,4,0,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,1,0,A,A,0,Non Refund,154.0,,28,Transient,80.0,0,0
+City Hotel,288,2017,July,27,3,1,4,2,0.0,0,SC,POL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,89.1,0,1
+City Hotel,325,2015,September,37,7,1,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Contract,62.0,0,0
+Resort Hotel,326,2017,June,25,23,3,7,2,0.0,0,HB,GBR,Offline TA/TO,TA/TO,0,0,0,A,A,1,No Deposit,40.0,,0,Contract,102.2,0,2
+Resort Hotel,277,2016,June,25,12,2,2,2,0.0,0,Undefined,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,,,0,Transient,110.0,0,0
+City Hotel,18,2016,February,7,11,0,3,2,1.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,D,0,No Deposit,9.0,,0,Transient,111.0,0,1
+City Hotel,50,2017,July,28,10,1,2,2,1.0,0,BB,DNK,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,160.0,0,1
+Resort Hotel,2,2016,October,45,30,2,0,2,0.0,0,BB,PRT,Complementary,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,6.0,1,0
+City Hotel,56,2016,May,23,30,1,1,1,0.0,0,BB,BEL,Groups,TA/TO,0,0,0,A,A,1,No Deposit,,,0,Transient-Party,120.0,0,0
+City Hotel,35,2017,May,19,10,0,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,39.0,,0,Transient-Party,130.0,0,0
+City Hotel,74,2017,July,27,8,2,1,2,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,120.0,0,1
+City Hotel,88,2017,June,23,5,1,3,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,83.0,,0,Transient,122.4,0,0
+Resort Hotel,46,2016,March,11,11,0,1,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,375.0,,0,Transient-Party,25.0,0,0
+Resort Hotel,172,2016,December,53,26,2,5,2,0.0,0,BB,DEU,Online TA,TA/TO,0,0,0,A,A,2,No Deposit,240.0,,0,Transient,52.46,0,1
+City Hotel,33,2016,July,27,1,0,1,2,1.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,C,0,No Deposit,9.0,,0,Transient,152.1,0,2
+City Hotel,277,2016,November,46,7,1,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,,,0,Transient,100.0,0,0
+City Hotel,294,2015,August,32,7,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Transient-Party,62.0,0,0
+City Hotel,86,2016,April,15,6,0,3,2,0.0,0,BB,NLD,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,99.3,0,1
+City Hotel,10,2016,August,34,15,1,0,2,2.0,1,BB,PRT,Direct,Direct,0,0,0,G,G,0,No Deposit,,,0,Transient,276.0,0,2
+Resort Hotel,1,2017,January,2,13,0,1,2,2.0,0,SC,PRT,Online TA,TA/TO,0,0,0,C,I,1,No Deposit,196.0,,0,Transient,0.0,0,0
+City Hotel,68,2016,February,8,17,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,37.0,,0,Transient,75.0,0,0
+City Hotel,135,2017,February,8,25,2,1,2,0.0,0,SC,ITA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,79.2,0,1
+Resort Hotel,120,2015,October,43,24,4,6,2,0.0,0,BB,IRL,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,175.0,,0,Transient,34.56,0,0
+City Hotel,105,2017,May,20,19,0,2,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,,,0,Transient,160.0,0,0
+City Hotel,55,2016,April,15,6,0,1,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,56.0,,0,Transient-Party,104.0,0,0
+City Hotel,30,2015,September,40,30,0,2,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,3.0,,0,Transient,121.0,0,0
+City Hotel,10,2017,August,32,11,0,1,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,189.0,0,0
+City Hotel,3,2016,October,45,31,1,1,1,0.0,0,BB,SWE,Direct,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,140.0,0,1
+Resort Hotel,92,2016,February,9,26,1,2,2,0.0,0,Undefined,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,134.0,,0,Transient,79.0,0,0
+City Hotel,19,2017,July,28,15,2,1,2,0.0,0,SC,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,126.67,0,0
+City Hotel,62,2016,November,46,6,2,2,1,0.0,0,SC,RUS,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,140.63,0,1
+Resort Hotel,0,2016,April,15,4,1,0,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,1,No Deposit,,,0,Transient,56.0,0,1
+City Hotel,100,2015,October,42,16,0,1,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,6.0,,0,Transient,108.0,0,0
+Resort Hotel,234,2016,September,37,9,2,3,2,0.0,0,HB,DEU,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,241.0,,0,Transient,119.34,0,1
+City Hotel,247,2016,October,44,28,1,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,37.0,,0,Transient,110.0,0,0
+Resort Hotel,69,2017,August,33,16,2,4,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,230.0,0,2
+Resort Hotel,192,2017,June,24,11,2,5,2,0.0,0,BB,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,314.0,,0,Transient,88.0,0,0
+City Hotel,35,2017,February,6,9,2,5,2,0.0,0,BB,FRA,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient,71.0,0,0
+City Hotel,272,2015,July,29,16,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,1,1,0,A,A,0,No Deposit,1.0,,0,Transient-Party,62.8,0,0
+City Hotel,25,2016,April,17,17,2,2,2,1.0,0,BB,IRL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,125.5,0,0
+City Hotel,69,2015,October,44,25,2,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,37.0,,58,Transient-Party,85.67,0,0
+City Hotel,59,2016,November,47,18,2,2,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,28.0,,0,Transient,75.0,0,0
+City Hotel,184,2016,October,41,4,0,3,2,0.0,0,BB,NOR,Online TA,TA/TO,0,0,0,B,B,1,No Deposit,9.0,,0,Transient,101.05,0,0
+Resort Hotel,2,2016,January,4,23,0,1,2,0.0,0,BB,ESP,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,314.0,,0,Transient-Party,29.0,0,1
+Resort Hotel,13,2017,June,23,7,0,2,1,0.0,0,BB,PRT,Corporate,Corporate,1,0,2,A,A,0,No Deposit,,154.0,0,Transient,75.0,0,0
+City Hotel,26,2016,January,5,30,1,1,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,8.0,,0,Transient,91.0,0,1
+City Hotel,4,2017,May,22,29,1,1,1,0.0,0,BB,ESP,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,28.0,,0,Transient,94.0,0,0
+City Hotel,64,2016,March,12,19,1,1,2,2.0,0,BB,PRT,Direct,Direct,0,0,0,E,F,0,No Deposit,,,0,Transient,159.6,0,2
+Resort Hotel,221,2017,April,18,30,2,5,2,0.0,0,HB,PRT,Groups,TA/TO,0,0,0,D,D,0,No Deposit,,,0,Transient-Party,82.0,0,0
+City Hotel,7,2017,February,9,26,2,3,2,0.0,0,SC,NLD,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,74.8,0,0
+City Hotel,328,2015,September,37,10,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Contract,62.0,0,0
+Resort Hotel,364,2016,October,42,12,0,4,1,0.0,0,BB,GBR,Groups,Corporate,0,0,0,A,A,1,No Deposit,,223.0,0,Transient-Party,60.0,0,0
+City Hotel,96,2017,June,25,19,1,2,2,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,126.0,0,2
+City Hotel,0,2017,May,20,18,0,1,2,0.0,0,SC,PRT,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,144.0,0,1
+City Hotel,56,2015,September,38,17,0,2,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,20.0,,0,Transient-Party,82.0,0,0
+City Hotel,162,2017,June,22,3,2,1,2,0.0,0,BB,DEU,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,27.0,,0,Transient,89.1,0,0
+Resort Hotel,184,2017,August,34,26,2,5,2,0.0,0,FB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,8.0,,0,Transient,173.0,0,0
+City Hotel,321,2015,September,36,3,0,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Contract,62.0,0,0
+City Hotel,448,2017,June,24,17,2,1,1,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,229.0,,0,Transient-Party,0.0,0,0
+Resort Hotel,0,2016,October,41,5,0,1,3,0.0,0,BB,ESP,Direct,Direct,1,0,0,D,D,0,No Deposit,,,0,Transient,141.0,1,0
+City Hotel,5,2015,August,33,15,1,1,2,2.0,0,BB,PRT,Direct,Direct,0,0,0,F,F,0,No Deposit,,,0,Transient,122.0,0,1
+City Hotel,15,2015,October,43,20,0,3,1,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,E,0,No Deposit,14.0,,0,Transient,109.0,0,0
+Resort Hotel,27,2017,February,9,28,0,1,2,0.0,0,BB,BRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient-Party,56.0,0,2
+City Hotel,155,2017,August,35,31,0,3,2,0.0,0,SC,SWE,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,135.0,0,1
+Resort Hotel,171,2016,September,36,1,0,3,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,132.6,1,0
+Resort Hotel,16,2016,July,30,23,2,6,3,0.0,0,HB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,215.0,0,2
+Resort Hotel,79,2016,October,44,26,2,6,2,0.0,0,BB,IRL,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,58.05,0,3
+City Hotel,68,2017,April,16,18,0,4,2,0.0,0,BB,ITA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,126.0,0,0
+Resort Hotel,112,2017,August,35,28,1,5,3,0.0,0,HB,PRT,Direct,Direct,0,0,0,D,D,0,No Deposit,250.0,,0,Transient,250.0,0,2
+City Hotel,3,2016,June,27,27,1,0,1,0.0,0,SC,ESP,Offline TA/TO,GDS,0,0,0,A,A,0,No Deposit,195.0,,0,Transient,124.0,0,0
+City Hotel,74,2017,July,30,23,4,5,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,145.56,0,1
+City Hotel,109,2017,April,17,26,2,5,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,120.86,0,0
+Resort Hotel,4,2017,January,5,30,1,0,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,D,0,No Deposit,,34.0,0,Transient,38.5,1,0
+City Hotel,6,2016,August,33,7,2,2,2,1.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,180.0,0,1
+City Hotel,1,2016,October,41,7,0,2,1,0.0,0,SC,SWE,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,7.0,,0,Transient,133.98,0,1
+City Hotel,98,2017,April,15,14,1,2,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,138.0,,0,Transient,90.1,0,0
+City Hotel,137,2016,June,27,26,2,3,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,28.0,,0,Transient,112.0,0,0
+City Hotel,30,2016,November,49,30,0,2,3,0.0,0,BB,ITA,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,22.0,,0,Transient,98.1,0,0
+City Hotel,30,2016,June,23,2,0,2,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,235.0,,0,Transient,140.0,0,0
+City Hotel,180,2016,October,40,1,2,1,2,0.0,0,BB,IRL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,108.9,0,0
+Resort Hotel,3,2016,February,6,1,1,1,1,0.0,0,BB,PRT,Corporate,Corporate,0,0,0,A,D,0,No Deposit,,43.0,0,Transient,30.0,0,0
+City Hotel,19,2015,July,30,25,2,2,2,0.0,0,BB,PRT,Groups,TA/TO,0,0,0,A,A,0,No Deposit,1.0,,0,Transient-Party,62.0,0,0
+City Hotel,71,2016,June,25,14,0,3,1,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,236.0,,0,Transient,120.0,0,0
+Resort Hotel,1,2016,August,34,16,0,1,2,0.0,0,BB,ISR,Online TA,TA/TO,0,0,0,A,C,0,No Deposit,240.0,,0,Transient,209.0,0,1
+City Hotel,365,2015,October,42,17,1,1,2,0.0,0,BB,PRT,Groups,TA/TO,0,1,0,A,A,0,Non Refund,1.0,,0,Transient,62.8,0,0
+Resort Hotel,90,2016,December,52,23,2,5,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,240.0,,0,Transient,37.8,0,0
+City Hotel,67,2015,October,43,21,0,1,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,14.0,,0,Transient,89.25,0,0
+Resort Hotel,61,2016,October,41,3,3,8,2,0.0,0,BB,IRL,Direct,Direct,1,0,1,D,D,0,No Deposit,,,0,Transient,10.0,0,0
+Resort Hotel,160,2017,March,11,18,2,5,2,0.0,0,BB,GBR,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,240.0,,0,Transient,55.8,0,3
+Resort Hotel,36,2015,August,32,4,0,3,1,0.0,0,BB,PRT,Direct,Direct,0,0,0,F,F,0,No Deposit,250.0,,0,Transient,221.0,0,0
+Resort Hotel,49,2015,December,52,23,0,0,2,0.0,0,HB,PRT,Online TA,TA/TO,0,0,0,F,F,1,No Deposit,242.0,,0,Transient,0.0,0,0
+Resort Hotel,1,2016,April,15,5,0,2,1,0.0,0,BB,UKR,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,240.0,,0,Transient,75.0,0,1
+City Hotel,5,2017,May,22,29,1,0,1,0.0,0,BB,PRT,Complementary,Direct,1,4,12,D,A,0,No Deposit,,45.0,0,Transient,0.0,0,3
+City Hotel,16,2017,March,12,23,0,2,1,0.0,0,BB,FIN,Corporate,Corporate,0,0,0,D,D,0,No Deposit,,,0,Transient-Party,108.0,0,0
+City Hotel,209,2017,August,34,22,0,3,2,0.0,0,SC,ESP,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,108.0,1,1
+City Hotel,1,2016,July,31,30,0,1,2,0.0,0,BB,PRT,Direct,Direct,0,0,0,E,E,1,No Deposit,,,0,Transient,177.0,1,0
+City Hotel,36,2016,March,11,8,2,5,2,0.0,0,SC,GBR,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,71.1,0,0
+City Hotel,29,2016,October,42,15,1,1,2,0.0,0,BB,FRA,Online TA,TA/TO,0,0,0,D,D,0,No Deposit,9.0,,0,Transient,154.5,0,1
+City Hotel,56,2017,March,12,21,0,3,2,0.0,0,BB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,Non Refund,86.0,,0,Transient,85.0,0,0
+Resort Hotel,0,2017,January,3,18,0,1,1,0.0,0,BB,PRT,Direct,Direct,1,0,0,A,A,1,No Deposit,,,0,Transient,57.0,1,0
+Resort Hotel,252,2017,July,29,17,1,5,2,0.0,0,BB,NOR,Online TA,TA/TO,0,0,0,E,E,0,No Deposit,240.0,,0,Transient,192.0,0,0
+Resort Hotel,27,2015,December,52,24,0,2,2,0.0,0,BB,BRA,Offline TA/TO,TA/TO,0,0,0,A,E,0,No Deposit,6.0,,0,Transient,50.0,0,0
+Resort Hotel,55,2017,July,29,17,3,8,2,0.0,0,BB,RUS,Direct,Direct,0,0,0,F,F,0,No Deposit,250.0,,0,Transient,260.0,0,0
+City Hotel,138,2016,August,34,16,0,3,1,0.0,0,BB,PRT,Direct,Direct,0,0,0,D,D,0,No Deposit,,,0,Transient,121.2,0,1
+City Hotel,30,2016,September,39,24,1,1,2,0.0,0,BB,ZAF,Online TA,TA/TO,0,0,0,D,A,0,No Deposit,9.0,,0,Transient,143.55,0,0
+City Hotel,309,2016,May,20,13,1,2,2,0.0,0,HB,PRT,Offline TA/TO,TA/TO,0,0,0,A,A,0,No Deposit,3.0,,215,Transient-Party,101.0,0,0
+City Hotel,58,2016,November,47,16,0,3,2,0.0,0,BB,FRA,Offline TA/TO,TA/TO,0,0,0,A,D,0,No Deposit,28.0,,0,Transient,75.0,0,0
+Resort Hotel,140,2016,February,7,12,0,2,2,0.0,0,HB,PRT,Groups,TA/TO,0,0,0,A,A,0,Non Refund,,,0,Transient,50.0,0,0
diff --git a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_008/history.csv b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_008/history.csv
index 17a64c1052e08eb39ded0ec4000f8d444bddf0a3..5445fd4b3a7160be3a926a389a3de7c17a695da6 100644
--- a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_008/history.csv
+++ b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_008/history.csv
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:3c88b23635383e01d6dbf6abe4ca1fe34dc8ead87d91c5f641793d36f47019b0
-size 16717311
+oid sha256:38fa82316e21619416bb6e5b7e3a6816838f5744880e9705721218cc56058387
+size 15181111
diff --git a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_008/info.json b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_008/info.json
index 4816c05993309461836de8622438e342f2e503ff..20956c93d07801fe3772275e08832605a78593ed 100644
--- a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_008/info.json
+++ b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_008/info.json
@@ -1,398 +1,391 @@
-{
-    "name": "Hotel Booking Demand",
-    "source": "https://www.kaggle.com/datasets/jessemostipak/hotel-booking-demand/data",
-    "data_intro": "This dataset contains hotel booking data for a city hotel and a resort hotel, providing details on booking dates, stay duration, guest count, cancellation trends, and pricing. It is useful for demand forecasting, revenue management, and customer behavior analysis.",
-    "is_splited": false,
-    "overall_size": 119390,
-    "train_size": 0,
-    "test_size": 0,
-    "c_classes": 12,
-    "n_classes": 20,
-    "cat_feature_intro": {
-        "hotel": "Type of hotel (City Hotel or Resort Hotel).",
-        "arrival_date_month": "Month of arrival for the booking.",
-        "meal": "Type of meal plan booked (e.g., Breakfast included, Half board, Full board).",
-        "country": "Country of origin of the guest.",
-        "market_segment": "Booking distribution channel (e.g., direct, corporate, travel agent).",
-        "distribution_channel": "Channel through which the booking was made (e.g., online travel agents, direct).",
-        "reserved_room_type": "Type of room reserved by the guest before any changes.",
-        "assigned_room_type": "Final room type assigned to the guest.",
-        "deposit_type": "Indicates if a deposit was made and its type (e.g., No Deposit, Refundable, Non-Refundable).",
-        "customer_type": "Type of customer (e.g., transient, group, contract).",
-        "reservation_status": "Final status of the booking (e.g., Canceled, Checked-out, No-show).",
-        "reservation_status_date": "Date when the reservation status was last updated."
-    },
-    "num_feature_intro": {
-        "is_canceled": "Indicates whether the booking was canceled (1) or not (0).",
-        "lead_time": "Number of days between booking and arrival.",
-        "arrival_date_year": "Year of arrival for the booking.",
-        "arrival_date_week_number": "Week number of the arrival date.",
-        "arrival_date_day_of_month": "Day of the month of arrival.",
-        "stays_in_weekend_nights": "Number of weekend nights (Saturday or Sunday) the guest stayed.",
-        "stays_in_week_nights": "Number of weekday nights (Monday to Friday) the guest stayed.",
-        "adults": "Number of adults included in the booking.",
-        "children": "Number of children included in the booking.",
-        "babies": "Number of babies included in the booking.",
-        "is_repeated_guest": "Indicates whether the guest is a returning customer (1) or not (0).",
-        "previous_cancellations": "Number of times the guest has canceled previous bookings.",
-        "previous_bookings_not_canceled": "Number of previous bookings not canceled by the guest.",
-        "booking_changes": "Number of changes made to the booking.",
-        "agent": "ID of the booking agent (if applicable).",
-        "company": "ID of the company making the booking (if applicable).",
-        "days_in_waiting_list": "Number of days the booking was on the waiting list before confirmation.",
-        "adr": "Average daily rate (price per night per room).",
-        "required_car_parking_spaces": "Number of car parking spaces required by the guest.",
-        "total_of_special_requests": "Number of special requests made by the guest (e.g., high floor, twin beds)."
-    },
-    "evaluation_metric": null,
-    "task_type": "classification",
-    "target": "reservation_status",
-    "num_feature_value": {
-        "adr": [
-            -6.38,
-            5400.0
-        ],
-        "adults": [
-            0.0,
-            55.0
-        ],
-        "agent": [
-            1.0,
-            535.0
-        ],
-        "arrival_date_day_of_month": [
-            1.0,
-            31.0
-        ],
-        "arrival_date_week_number": [
-            1.0,
-            53.0
-        ],
-        "arrival_date_year": [
-            2015.0,
-            2017.0
-        ],
-        "babies": [
-            0.0,
-            10.0
-        ],
-        "booking_changes": [
-            0.0,
-            21.0
-        ],
-        "children": [
-            0.0,
-            10.0
-        ],
-        "company": [
-            6.0,
-            543.0
-        ],
-        "days_in_waiting_list": [
-            0.0,
-            391.0
-        ],
-        "is_canceled": [
-            0.0,
-            1.0
-        ],
-        "is_repeated_guest": [
-            0.0,
-            1.0
-        ],
-        "lead_time": [
-            0.0,
-            737.0
-        ],
-        "previous_bookings_not_canceled": [
-            0.0,
-            72.0
-        ],
-        "previous_cancellations": [
-            0.0,
-            26.0
-        ],
-        "required_car_parking_spaces": [
-            0.0,
-            8.0
-        ],
-        "stays_in_week_nights": [
-            0.0,
-            50.0
-        ],
-        "stays_in_weekend_nights": [
-            0.0,
-            19.0
-        ],
-        "total_of_special_requests": [
-            0.0,
-            5.0
-        ]
-    },
-    "cat_feature_value": {
-        "arrival_date_month": [
-            "April",
-            "August",
-            "December",
-            "February",
-            "January",
-            "July",
-            "June",
-            "March",
-            "May",
-            "November",
-            "October",
-            "September"
-        ],
-        "assigned_room_type": [
-            "A",
-            "B",
-            "C",
-            "D",
-            "E",
-            "F",
-            "G",
-            "H",
-            "I",
-            "K",
-            "L",
-            "P"
-        ],
-        "country": [
-            "ABW",
-            "AGO",
-            "AIA",
-            "ALB",
-            "AND",
-            "ARE",
-            "ARG",
-            "ARM",
-            "ASM",
-            "ATA",
-            "ATF",
-            "AUS",
-            "AUT",
-            "AZE",
-            "BDI",
-            "BEL",
-            "BEN",
-            "BFA",
-            "BGD",
-            "BGR",
-            "BHR",
-            "BHS",
-            "BIH",
-            "BLR",
-            "BOL",
-            "BRA",
-            "BRB",
-            "BWA",
-            "CAF",
-            "CHE",
-            "CHL",
-            "CHN",
-            "CIV",
-            "CMR",
-            "CN",
-            "COL",
-            "COM",
-            "CPV",
-            "CRI",
-            "CUB",
-            "CYM",
-            "CYP",
-            "CZE",
-            "DEU",
-            "DJI",
-            "DMA",
-            "DNK",
-            "DOM",
-            "DZA",
-            "ECU",
-            "EGY",
-            "ESP",
-            "EST",
-            "ETH",
-            "FIN",
-            "FJI",
-            "FRA",
-            "FRO",
-            "GAB",
-            "GBR",
-            "GEO",
-            "GGY",
-            "GHA",
-            "GIB",
-            "GLP",
-            "GNB",
-            "GRC",
-            "GTM",
-            "GUY",
-            "HKG",
-            "HND",
-            "HRV",
-            "HUN",
-            "IDN",
-            "IMN",
-            "IND",
-            "IRL",
-            "IRN",
-            "IRQ",
-            "ISL",
-            "ISR",
-            "ITA",
-            "JAM",
-            "JEY",
-            "JOR",
-            "JPN",
-            "KAZ",
-            "KEN",
-            "KHM",
-            "KIR",
-            "KNA",
-            "KOR",
-            "KWT",
-            "LAO",
-            "LBN",
-            "LBY",
-            "LCA",
-            "LIE",
-            "LKA",
-            "LTU",
-            "LUX",
-            "LVA",
-            "MAC",
-            "MAR",
-            "MCO",
-            "MDG",
-            "MDV",
-            "MEX",
-            "MKD",
-            "MLI",
-            "MLT",
-            "MMR",
-            "MNE",
-            "MOZ",
-            "MRT",
-            "MUS",
-            "MWI",
-            "MYS",
-            "MYT",
-            "NAM",
-            "NCL",
-            "NGA",
-            "NIC",
-            "NLD",
-            "NOR",
-            "NPL",
-            "NZL",
-            "OMN",
-            "PAK",
-            "PAN",
-            "PER",
-            "PHL",
-            "PLW",
-            "POL",
-            "PRI",
-            "PRT",
-            "PRY",
-            "PYF",
-            "QAT",
-            "ROU",
-            "RUS",
-            "RWA",
-            "SAU",
-            "SDN",
-            "SEN",
-            "SGP",
-            "SLE",
-            "SLV",
-            "SMR",
-            "SRB",
-            "STP",
-            "SUR",
-            "SVK",
-            "SVN",
-            "SWE",
-            "SYC",
-            "SYR",
-            "TGO",
-            "THA",
-            "TJK",
-            "TMP",
-            "TUN",
-            "TUR",
-            "TWN",
-            "TZA",
-            "UGA",
-            "UKR",
-            "UMI",
-            "URY",
-            "USA",
-            "UZB",
-            "VEN",
-            "VGB",
-            "VNM",
-            "ZAF",
-            "ZMB",
-            "ZWE"
-        ],
-        "customer_type": [
-            "Contract",
-            "Group",
-            "Transient",
-            "Transient-Party"
-        ],
-        "deposit_type": [
-            "No Deposit",
-            "Non Refund",
-            "Refundable"
-        ],
-        "distribution_channel": [
-            "Corporate",
-            "Direct",
-            "GDS",
-            "TA/TO",
-            "Undefined"
-        ],
-        "hotel": [
-            "City Hotel",
-            "Resort Hotel"
-        ],
-        "market_segment": [
-            "Aviation",
-            "Complementary",
-            "Corporate",
-            "Direct",
-            "Groups",
-            "Offline TA/TO",
-            "Online TA",
-            "Undefined"
-        ],
-        "meal": [
-            "BB",
-            "FB",
-            "HB",
-            "SC",
-            "Undefined"
-        ],
-        "reservation_status": [
-            "Canceled",
-            "Check-Out",
-            "No-Show"
-        ],
-        "reservation_status_date": "string",
-        "reserved_room_type": [
-            "A",
-            "B",
-            "C",
-            "D",
-            "E",
-            "F",
-            "G",
-            "H",
-            "L",
-            "P"
-        ]
-    }
-}
\ No newline at end of file
+{
+  "name": "Hotel Booking Demand",
+  "source": "https://www.kaggle.com/datasets/jessemostipak/hotel-booking-demand/data",
+  "data_intro": "This dataset contains hotel booking data for a city hotel and a resort hotel, providing details on booking dates, stay duration, guest count, cancellation trends, and pricing. It is useful for demand forecasting, revenue management, and customer behavior analysis.",
+  "is_splited": false,
+  "overall_size": 119390,
+  "train_size": 0,
+  "test_size": 0,
+  "c_classes": 11,
+  "n_classes": 19,
+  "cat_feature_intro": {
+    "hotel": "Type of hotel (City Hotel or Resort Hotel).",
+    "arrival_date_month": "Month of arrival for the booking.",
+    "meal": "Type of meal plan booked (e.g., Breakfast included, Half board, Full board).",
+    "country": "Country of origin of the guest.",
+    "market_segment": "Booking distribution channel (e.g., direct, corporate, travel agent).",
+    "distribution_channel": "Channel through which the booking was made (e.g., online travel agents, direct).",
+    "reserved_room_type": "Type of room reserved by the guest before any changes.",
+    "assigned_room_type": "Final room type assigned to the guest.",
+    "deposit_type": "Indicates if a deposit was made and its type (e.g., No Deposit, Refundable, Non-Refundable).",
+    "customer_type": "Type of customer (e.g., transient, group, contract).",
+    "reservation_status": "Final status of the booking (e.g., Canceled, Checked-out, No-show)."
+  },
+  "num_feature_intro": {
+    "lead_time": "Number of days between booking and arrival.",
+    "arrival_date_year": "Year of arrival for the booking.",
+    "arrival_date_week_number": "Week number of the arrival date.",
+    "arrival_date_day_of_month": "Day of the month of arrival.",
+    "stays_in_weekend_nights": "Number of weekend nights (Saturday or Sunday) the guest stayed.",
+    "stays_in_week_nights": "Number of weekday nights (Monday to Friday) the guest stayed.",
+    "adults": "Number of adults included in the booking.",
+    "children": "Number of children included in the booking.",
+    "babies": "Number of babies included in the booking.",
+    "is_repeated_guest": "Indicates whether the guest is a returning customer (1) or not (0).",
+    "previous_cancellations": "Number of times the guest has canceled previous bookings.",
+    "previous_bookings_not_canceled": "Number of previous bookings not canceled by the guest.",
+    "booking_changes": "Number of changes made to the booking.",
+    "agent": "ID of the booking agent (if applicable).",
+    "company": "ID of the company making the booking (if applicable).",
+    "days_in_waiting_list": "Number of days the booking was on the waiting list before confirmation.",
+    "adr": "Average daily rate (price per night per room).",
+    "required_car_parking_spaces": "Number of car parking spaces required by the guest.",
+    "total_of_special_requests": "Number of special requests made by the guest (e.g., high floor, twin beds)."
+  },
+  "evaluation_metric": null,
+  "task_type": "classification",
+  "target": "reservation_status",
+  "num_feature_value": {
+    "adr": [
+      -6.38,
+      5400.0
+    ],
+    "adults": [
+      0.0,
+      55.0
+    ],
+    "agent": [
+      1.0,
+      535.0
+    ],
+    "arrival_date_day_of_month": [
+      1.0,
+      31.0
+    ],
+    "arrival_date_week_number": [
+      1.0,
+      53.0
+    ],
+    "arrival_date_year": [
+      2015.0,
+      2017.0
+    ],
+    "babies": [
+      0.0,
+      10.0
+    ],
+    "booking_changes": [
+      0.0,
+      21.0
+    ],
+    "children": [
+      0.0,
+      10.0
+    ],
+    "company": [
+      6.0,
+      543.0
+    ],
+    "days_in_waiting_list": [
+      0.0,
+      391.0
+    ],
+    "is_repeated_guest": [
+      0.0,
+      1.0
+    ],
+    "lead_time": [
+      0.0,
+      737.0
+    ],
+    "previous_bookings_not_canceled": [
+      0.0,
+      72.0
+    ],
+    "previous_cancellations": [
+      0.0,
+      26.0
+    ],
+    "required_car_parking_spaces": [
+      0.0,
+      8.0
+    ],
+    "stays_in_week_nights": [
+      0.0,
+      50.0
+    ],
+    "stays_in_weekend_nights": [
+      0.0,
+      19.0
+    ],
+    "total_of_special_requests": [
+      0.0,
+      5.0
+    ]
+  },
+  "cat_feature_value": {
+    "arrival_date_month": [
+      "April",
+      "August",
+      "December",
+      "February",
+      "January",
+      "July",
+      "June",
+      "March",
+      "May",
+      "November",
+      "October",
+      "September"
+    ],
+    "assigned_room_type": [
+      "A",
+      "B",
+      "C",
+      "D",
+      "E",
+      "F",
+      "G",
+      "H",
+      "I",
+      "K",
+      "L",
+      "P"
+    ],
+    "country": [
+      "ABW",
+      "AGO",
+      "AIA",
+      "ALB",
+      "AND",
+      "ARE",
+      "ARG",
+      "ARM",
+      "ASM",
+      "ATA",
+      "ATF",
+      "AUS",
+      "AUT",
+      "AZE",
+      "BDI",
+      "BEL",
+      "BEN",
+      "BFA",
+      "BGD",
+      "BGR",
+      "BHR",
+      "BHS",
+      "BIH",
+      "BLR",
+      "BOL",
+      "BRA",
+      "BRB",
+      "BWA",
+      "CAF",
+      "CHE",
+      "CHL",
+      "CHN",
+      "CIV",
+      "CMR",
+      "CN",
+      "COL",
+      "COM",
+      "CPV",
+      "CRI",
+      "CUB",
+      "CYM",
+      "CYP",
+      "CZE",
+      "DEU",
+      "DJI",
+      "DMA",
+      "DNK",
+      "DOM",
+      "DZA",
+      "ECU",
+      "EGY",
+      "ESP",
+      "EST",
+      "ETH",
+      "FIN",
+      "FJI",
+      "FRA",
+      "FRO",
+      "GAB",
+      "GBR",
+      "GEO",
+      "GGY",
+      "GHA",
+      "GIB",
+      "GLP",
+      "GNB",
+      "GRC",
+      "GTM",
+      "GUY",
+      "HKG",
+      "HND",
+      "HRV",
+      "HUN",
+      "IDN",
+      "IMN",
+      "IND",
+      "IRL",
+      "IRN",
+      "IRQ",
+      "ISL",
+      "ISR",
+      "ITA",
+      "JAM",
+      "JEY",
+      "JOR",
+      "JPN",
+      "KAZ",
+      "KEN",
+      "KHM",
+      "KIR",
+      "KNA",
+      "KOR",
+      "KWT",
+      "LAO",
+      "LBN",
+      "LBY",
+      "LCA",
+      "LIE",
+      "LKA",
+      "LTU",
+      "LUX",
+      "LVA",
+      "MAC",
+      "MAR",
+      "MCO",
+      "MDG",
+      "MDV",
+      "MEX",
+      "MKD",
+      "MLI",
+      "MLT",
+      "MMR",
+      "MNE",
+      "MOZ",
+      "MRT",
+      "MUS",
+      "MWI",
+      "MYS",
+      "MYT",
+      "NAM",
+      "NCL",
+      "NGA",
+      "NIC",
+      "NLD",
+      "NOR",
+      "NPL",
+      "NZL",
+      "OMN",
+      "PAK",
+      "PAN",
+      "PER",
+      "PHL",
+      "PLW",
+      "POL",
+      "PRI",
+      "PRT",
+      "PRY",
+      "PYF",
+      "QAT",
+      "ROU",
+      "RUS",
+      "RWA",
+      "SAU",
+      "SDN",
+      "SEN",
+      "SGP",
+      "SLE",
+      "SLV",
+      "SMR",
+      "SRB",
+      "STP",
+      "SUR",
+      "SVK",
+      "SVN",
+      "SWE",
+      "SYC",
+      "SYR",
+      "TGO",
+      "THA",
+      "TJK",
+      "TMP",
+      "TUN",
+      "TUR",
+      "TWN",
+      "TZA",
+      "UGA",
+      "UKR",
+      "UMI",
+      "URY",
+      "USA",
+      "UZB",
+      "VEN",
+      "VGB",
+      "VNM",
+      "ZAF",
+      "ZMB",
+      "ZWE"
+    ],
+    "customer_type": [
+      "Contract",
+      "Group",
+      "Transient",
+      "Transient-Party"
+    ],
+    "deposit_type": [
+      "No Deposit",
+      "Non Refund",
+      "Refundable"
+    ],
+    "distribution_channel": [
+      "Corporate",
+      "Direct",
+      "GDS",
+      "TA/TO",
+      "Undefined"
+    ],
+    "hotel": [
+      "City Hotel",
+      "Resort Hotel"
+    ],
+    "market_segment": [
+      "Aviation",
+      "Complementary",
+      "Corporate",
+      "Direct",
+      "Groups",
+      "Offline TA/TO",
+      "Online TA",
+      "Undefined"
+    ],
+    "meal": [
+      "BB",
+      "FB",
+      "HB",
+      "SC",
+      "Undefined"
+    ],
+    "reservation_status": [
+      "Canceled",
+      "Check-Out",
+      "No-Show"
+    ],
+    "reserved_room_type": [
+      "A",
+      "B",
+      "C",
+      "D",
+      "E",
+      "F",
+      "G",
+      "H",
+      "L",
+      "P"
+    ]
+  }
+}
diff --git a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_008/test_current.csv b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_008/test_current.csv
index d62964edfe0599a30703507372e4b39d3142ff8b..b0fa134ebe516c56d0ce6f2cf898063760d379c1 100644
--- a/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_008/test_current.csv
+++ b/ranking_and_filtering/daily/classification/Hotel_booking_demand_B4/Hotel_booking_demand_B4_008/test_current.csv
@@ -1,16 +1,16 @@
-hotel,is_canceled,lead_time,arrival_date_year,arrival_date_month,arrival_date_week_number,arrival_date_day_of_month,stays_in_weekend_nights,stays_in_week_nights,adults,children,babies,meal,country,market_segment,distribution_channel,is_repeated_guest,previous_cancellations,previous_bookings_not_canceled,reserved_room_type,assigned_room_type,booking_changes,deposit_type,agent,company,days_in_waiting_list,customer_type,adr,required_car_parking_spaces,total_of_special_requests,reservation_status,reservation_status_date
-Resort Hotel,0,122,2016,August,35,23,1,5,3,1.0,0,BB,ESP,Online TA,TA/TO,0,0,0,H,H,2,No Deposit,240.0,,0,Transient,265.83,0,0,Check-Out,2016-08-29
-Resort Hotel,0,10,2016,December,53,31,0,1,2,2.0,0,BB,USA,Online TA,TA/TO,0,0,0,G,G,0,No Deposit,240.0,,0,Transient,180.0,0,0,Check-Out,2017-01-01
-City Hotel,0,340,2017,April,16,21,2,2,1,1.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,98.1,0,2,Check-Out,2017-04-25
-City Hotel,0,23,2017,January,2,8,2,3,2,1.0,0,HB,ITA,Direct,Direct,0,0,0,E,E,0,No Deposit,14.0,,0,Transient,168.0,1,1,Check-Out,2017-01-13
-City Hotel,0,11,2016,August,36,28,2,2,3,1.0,0,BB,ESP,Direct,Direct,0,0,0,G,G,0,No Deposit,14.0,,0,Transient,246.0,0,0,Check-Out,2016-09-01
-Resort Hotel,0,37,2016,July,30,23,2,5,3,1.0,0,BB,PRT,Online TA,TA/TO,0,0,0,H,H,0,No Deposit,,,0,Transient,210.0,1,0,Check-Out,2016-07-30
-City Hotel,0,24,2017,July,27,6,0,1,2,2.0,0,BB,DEU,Online TA,TA/TO,0,0,0,G,G,0,No Deposit,7.0,,0,Transient,250.96,0,1,Check-Out,2017-07-07
-City Hotel,0,18,2016,February,7,11,0,3,2,1.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,D,0,No Deposit,9.0,,0,Transient,111.0,0,1,Check-Out,2016-02-14
-City Hotel,0,33,2016,July,27,1,0,1,2,1.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,C,0,No Deposit,9.0,,0,Transient,152.1,0,2,Check-Out,2016-07-02
-City Hotel,0,10,2016,August,34,15,1,0,2,2.0,1,BB,PRT,Direct,Direct,0,0,0,G,G,0,No Deposit,,,0,Transient,276.0,0,2,Check-Out,2016-08-16
-Resort Hotel,0,1,2017,January,2,13,0,1,2,2.0,0,SC,PRT,Online TA,TA/TO,0,0,0,C,I,1,No Deposit,196.0,,0,Transient,0.0,0,0,Check-Out,2017-01-14
-City Hotel,0,25,2016,April,17,17,2,2,2,1.0,0,BB,IRL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,125.5,0,0,Check-Out,2016-04-21
-City Hotel,0,64,2016,March,12,19,1,1,2,2.0,0,BB,PRT,Direct,Direct,0,0,0,E,F,0,No Deposit,,,0,Transient,159.6,0,2,Check-Out,2016-03-21
-City Hotel,0,5,2015,August,33,15,1,1,2,2.0,0,BB,PRT,Direct,Direct,0,0,0,F,F,0,No Deposit,,,0,Transient,122.0,0,1,Check-Out,2015-08-17
-City Hotel,0,6,2016,August,33,7,2,2,2,1.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,180.0,0,1,Check-Out,2016-08-11
+hotel,lead_time,arrival_date_year,arrival_date_month,arrival_date_week_number,arrival_date_day_of_month,stays_in_weekend_nights,stays_in_week_nights,adults,children,babies,meal,country,market_segment,distribution_channel,is_repeated_guest,previous_cancellations,previous_bookings_not_canceled,reserved_room_type,assigned_room_type,booking_changes,deposit_type,agent,company,days_in_waiting_list,customer_type,adr,required_car_parking_spaces,total_of_special_requests,reservation_status
+Resort Hotel,122,2016,August,35,23,1,5,3,1.0,0,BB,ESP,Online TA,TA/TO,0,0,0,H,H,2,No Deposit,240.0,,0,Transient,265.83,0,0,Check-Out
+Resort Hotel,10,2016,December,53,31,0,1,2,2.0,0,BB,USA,Online TA,TA/TO,0,0,0,G,G,0,No Deposit,240.0,,0,Transient,180.0,0,0,Check-Out
+City Hotel,340,2017,April,16,21,2,2,1,1.0,0,BB,PRT,Direct,Direct,0,0,0,A,A,0,No Deposit,,,0,Transient,98.1,0,2,Check-Out
+City Hotel,23,2017,January,2,8,2,3,2,1.0,0,HB,ITA,Direct,Direct,0,0,0,E,E,0,No Deposit,14.0,,0,Transient,168.0,1,1,Check-Out
+City Hotel,11,2016,August,36,28,2,2,3,1.0,0,BB,ESP,Direct,Direct,0,0,0,G,G,0,No Deposit,14.0,,0,Transient,246.0,0,0,Check-Out
+Resort Hotel,37,2016,July,30,23,2,5,3,1.0,0,BB,PRT,Online TA,TA/TO,0,0,0,H,H,0,No Deposit,,,0,Transient,210.0,1,0,Check-Out
+City Hotel,24,2017,July,27,6,0,1,2,2.0,0,BB,DEU,Online TA,TA/TO,0,0,0,G,G,0,No Deposit,7.0,,0,Transient,250.96,0,1,Check-Out
+City Hotel,18,2016,February,7,11,0,3,2,1.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,D,0,No Deposit,9.0,,0,Transient,111.0,0,1,Check-Out
+City Hotel,33,2016,July,27,1,0,1,2,1.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,C,0,No Deposit,9.0,,0,Transient,152.1,0,2,Check-Out
+City Hotel,10,2016,August,34,15,1,0,2,2.0,1,BB,PRT,Direct,Direct,0,0,0,G,G,0,No Deposit,,,0,Transient,276.0,0,2,Check-Out
+Resort Hotel,1,2017,January,2,13,0,1,2,2.0,0,SC,PRT,Online TA,TA/TO,0,0,0,C,I,1,No Deposit,196.0,,0,Transient,0.0,0,0,Check-Out
+City Hotel,25,2016,April,17,17,2,2,2,1.0,0,BB,IRL,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,125.5,0,0,Check-Out
+City Hotel,64,2016,March,12,19,1,1,2,2.0,0,BB,PRT,Direct,Direct,0,0,0,E,F,0,No Deposit,,,0,Transient,159.6,0,2,Check-Out
+City Hotel,5,2015,August,33,15,1,1,2,2.0,0,BB,PRT,Direct,Direct,0,0,0,F,F,0,No Deposit,,,0,Transient,122.0,0,1,Check-Out
+City Hotel,6,2016,August,33,7,2,2,2,1.0,0,BB,FRA,Online TA,TA/TO,0,0,0,A,A,0,No Deposit,9.0,,0,Transient,180.0,0,1,Check-Out
diff --git a/ranking_and_filtering/daily/classification/Wine_Quality_Dataset_B4/Wine_Quality_Dataset_B4_002/Wine_Quality_Dataset_B4_002_current.json b/ranking_and_filtering/daily/classification/Wine_Quality_Dataset_B4/Wine_Quality_Dataset_B4_002/Wine_Quality_Dataset_B4_002_current.json
index 8b066242ce4965b94558d74b502ce2f39aea747b..b8cbb8aa627fd1a98e5ff26f06412e40b9fcb638 100644
--- a/ranking_and_filtering/daily/classification/Wine_Quality_Dataset_B4/Wine_Quality_Dataset_B4_002/Wine_Quality_Dataset_B4_002_current.json
+++ b/ranking_and_filtering/daily/classification/Wine_Quality_Dataset_B4/Wine_Quality_Dataset_B4_002/Wine_Quality_Dataset_B4_002_current.json
@@ -1,3643 +1,3643 @@
 {
-    "id": "002",
-    "task_type": "B4",
-    "subtask_type": "list",
-    "perspective": "data_holder",
-    "dataset_name": "Wine Quality Dataset",
-    "table_path": "output/daily/classification/Wine Quality Dataset_B4/Wine Quality Dataset_B4_002/test.csv",
-    "query": "Our logistics team needs to know which new wines from the incoming inventory are probable high-scoring candidates for our exclusive client club. Based on the chemical profiles and outcomes in the file I sent you, please identify all entries that are strong contenders for our highest quality tier.",
-    "meta_info": {
-        "domain": "daily"
+  "id": "002",
+  "task_type": "B4",
+  "subtask_type": "list",
+  "perspective": "data_holder",
+  "dataset_name": "Wine Quality Dataset",
+  "table_path": "output/daily/classification/Wine Quality Dataset_B4/Wine Quality Dataset_B4_002/test.csv",
+  "query": "Our logistics team needs to know which new wines from the incoming inventory are probable high-scoring candidates for our exclusive client club. Based on the chemical profiles and outcomes in the file I sent you, please identify all entries that are strong contenders for our highest quality tier (quality score 8).",
+  "meta_info": {
+    "domain": "daily"
+  },
+  "final_decision": {},
+  "what_if": {},
+  "ground_truth": {
+    "extracted_features": [
+      {
+        "scenario_id": "001",
+        "features": {
+          "fixed acidity": 8.6,
+          "volatile acidity": 0.315,
+          "citric acid": 0.4,
+          "residual sugar": 2.2,
+          "chlorides": 0.079,
+          "free sulfur dioxide": 3.0,
+          "total sulfur dioxide": 6.0,
+          "density": 0.99512,
+          "pH": 3.27,
+          "sulphates": 0.67,
+          "alcohol": 11.9,
+          "quality": 6,
+          "Id": 915
+        }
+      },
+      {
+        "scenario_id": "002",
+        "features": {
+          "fixed acidity": 7.9,
+          "volatile acidity": 0.65,
+          "citric acid": 0.01,
+          "residual sugar": 2.5,
+          "chlorides": 0.078,
+          "free sulfur dioxide": 17.0,
+          "total sulfur dioxide": 38.0,
+          "density": 0.9963,
+          "pH": 3.34,
+          "sulphates": 0.74,
+          "alcohol": 11.7,
+          "quality": 7,
+          "Id": 334
+        }
+      },
+      {
+        "scenario_id": "003",
+        "features": {
+          "fixed acidity": 7.5,
+          "volatile acidity": 0.49,
+          "citric acid": 0.19,
+          "residual sugar": 1.9,
+          "chlorides": 0.076,
+          "free sulfur dioxide": 10.0,
+          "total sulfur dioxide": 44.0,
+          "density": 0.9957,
+          "pH": 3.39,
+          "sulphates": 0.54,
+          "alcohol": 9.7,
+          "quality": 5,
+          "Id": 218
+        }
+      },
+      {
+        "scenario_id": "004",
+        "features": {
+          "fixed acidity": 5.2,
+          "volatile acidity": 0.645,
+          "citric acid": 0.0,
+          "residual sugar": 2.15,
+          "chlorides": 0.08,
+          "free sulfur dioxide": 15.0,
+          "total sulfur dioxide": 28.0,
+          "density": 0.99444,
+          "pH": 3.78,
+          "sulphates": 0.61,
+          "alcohol": 12.5,
+          "quality": 6,
+          "Id": 1300
+        }
+      },
+      {
+        "scenario_id": "005",
+        "features": {
+          "fixed acidity": 7.0,
+          "volatile acidity": 0.805,
+          "citric acid": 0.0,
+          "residual sugar": 2.5,
+          "chlorides": 0.068,
+          "free sulfur dioxide": 7.0,
+          "total sulfur dioxide": 20.0,
+          "density": 0.9969,
+          "pH": 3.48,
+          "sulphates": 0.56,
+          "alcohol": 9.6,
+          "quality": 5,
+          "Id": 178
+        }
+      },
+      {
+        "scenario_id": "006",
+        "features": {
+          "fixed acidity": 7.2,
+          "volatile acidity": 0.33,
+          "citric acid": 0.33,
+          "residual sugar": 1.7,
+          "chlorides": 0.061,
+          "free sulfur dioxide": 3.0,
+          "total sulfur dioxide": 13.0,
+          "density": 0.996,
+          "pH": 3.23,
+          "sulphates": 1.1,
+          "alcohol": 10.0,
+          "quality": 8,
+          "Id": 1403
+        }
+      },
+      {
+        "scenario_id": "007",
+        "features": {
+          "fixed acidity": 8.0,
+          "volatile acidity": 0.42,
+          "citric acid": 0.17,
+          "residual sugar": 2.0,
+          "chlorides": 0.073,
+          "free sulfur dioxide": 6.0,
+          "total sulfur dioxide": 18.0,
+          "density": 0.9972,
+          "pH": 3.29,
+          "sulphates": 0.61,
+          "alcohol": 9.2,
+          "quality": 6,
+          "Id": 172
+        }
+      },
+      {
+        "scenario_id": "009",
+        "features": {
+          "fixed acidity": 8.4,
+          "volatile acidity": 0.29,
+          "citric acid": 0.4,
+          "residual sugar": 1.7,
+          "chlorides": 0.067,
+          "free sulfur dioxide": 8.0,
+          "total sulfur dioxide": 20.0,
+          "density": 0.99603,
+          "pH": 3.39,
+          "sulphates": 0.6,
+          "alcohol": 10.5,
+          "quality": 5,
+          "Id": 1458
+        }
+      },
+      {
+        "scenario_id": "010",
+        "features": {
+          "fixed acidity": 6.3,
+          "volatile acidity": 0.68,
+          "citric acid": 0.01,
+          "residual sugar": 3.7,
+          "chlorides": 0.103,
+          "free sulfur dioxide": 32.0,
+          "total sulfur dioxide": 54.0,
+          "density": 0.99586,
+          "pH": 3.51,
+          "sulphates": 0.66,
+          "alcohol": 11.3,
+          "quality": 6,
+          "Id": 1552
+        }
+      },
+      {
+        "scenario_id": "012",
+        "features": {
+          "fixed acidity": 6.6,
+          "volatile acidity": 0.64,
+          "citric acid": 0.31,
+          "residual sugar": 6.1,
+          "chlorides": 0.083,
+          "free sulfur dioxide": 7.0,
+          "total sulfur dioxide": 49.0,
+          "density": 0.99718,
+          "pH": 3.35,
+          "sulphates": 0.68,
+          "alcohol": 10.3,
+          "quality": 5,
+          "Id": 1388
+        }
+      },
+      {
+        "scenario_id": "013",
+        "features": {
+          "fixed acidity": 11.9,
+          "volatile acidity": 0.58,
+          "citric acid": 0.66,
+          "residual sugar": 2.5,
+          "chlorides": 0.072,
+          "free sulfur dioxide": 6.0,
+          "total sulfur dioxide": 37.0,
+          "density": 0.9992,
+          "pH": 3.05,
+          "sulphates": 0.56,
+          "alcohol": 10.0,
+          "quality": 5,
+          "Id": 362
+        }
+      },
+      {
+        "scenario_id": "014",
+        "features": {
+          "fixed acidity": 11.1,
+          "volatile acidity": 0.45,
+          "citric acid": 0.73,
+          "residual sugar": 3.2,
+          "chlorides": 0.066,
+          "free sulfur dioxide": 6.0,
+          "total sulfur dioxide": 22.0,
+          "density": 0.9986,
+          "pH": 3.17,
+          "sulphates": 0.66,
+          "alcohol": 11.2,
+          "quality": 6,
+          "Id": 437
+        }
+      },
+      {
+        "scenario_id": "015",
+        "features": {
+          "fixed acidity": 9.1,
+          "volatile acidity": 0.5,
+          "citric acid": 0.3,
+          "residual sugar": 1.9,
+          "chlorides": 0.065,
+          "free sulfur dioxide": 8.0,
+          "total sulfur dioxide": 17.0,
+          "density": 0.99774,
+          "pH": 3.32,
+          "sulphates": 0.71,
+          "alcohol": 10.5,
+          "quality": 6,
+          "Id": 980
+        }
+      },
+      {
+        "scenario_id": "016",
+        "features": {
+          "fixed acidity": 11.8,
+          "volatile acidity": 0.38,
+          "citric acid": 0.55,
+          "residual sugar": 2.1,
+          "chlorides": 0.071,
+          "free sulfur dioxide": 5.0,
+          "total sulfur dioxide": 19.0,
+          "density": 0.9986,
+          "pH": 3.11,
+          "sulphates": 0.62,
+          "alcohol": 10.8,
+          "quality": 6,
+          "Id": 699
+        }
+      },
+      {
+        "scenario_id": "017",
+        "features": {
+          "fixed acidity": 6.9,
+          "volatile acidity": 0.84,
+          "citric acid": 0.21,
+          "residual sugar": 4.1,
+          "chlorides": 0.074,
+          "free sulfur dioxide": 16.0,
+          "total sulfur dioxide": 65.0,
+          "density": 0.99842,
+          "pH": 3.53,
+          "sulphates": 0.72,
+          "alcohol": 9.25,
+          "quality": 6,
+          "Id": 1515
+        }
+      },
+      {
+        "scenario_id": "018",
+        "features": {
+          "fixed acidity": 11.9,
+          "volatile acidity": 0.38,
+          "citric acid": 0.51,
+          "residual sugar": 2.0,
+          "chlorides": 0.121,
+          "free sulfur dioxide": 7.0,
+          "total sulfur dioxide": 20.0,
+          "density": 0.9996,
+          "pH": 3.24,
+          "sulphates": 0.76,
+          "alcohol": 10.4,
+          "quality": 6,
+          "Id": 418
+        }
+      },
+      {
+        "scenario_id": "019",
+        "features": {
+          "fixed acidity": 7.0,
+          "volatile acidity": 0.6,
+          "citric acid": 0.3,
+          "residual sugar": 4.5,
+          "chlorides": 0.068,
+          "free sulfur dioxide": 20.0,
+          "total sulfur dioxide": 110.0,
+          "density": 0.99914,
+          "pH": 3.3,
+          "sulphates": 1.17,
+          "alcohol": 10.2,
+          "quality": 5,
+          "Id": 1288
+        }
+      },
+      {
+        "scenario_id": "020",
+        "features": {
+          "fixed acidity": 7.4,
+          "volatile acidity": 0.635,
+          "citric acid": 0.1,
+          "residual sugar": 2.4,
+          "chlorides": 0.08,
+          "free sulfur dioxide": 16.0,
+          "total sulfur dioxide": 33.0,
+          "density": 0.99736,
+          "pH": 3.58,
+          "sulphates": 0.69,
+          "alcohol": 10.8,
+          "quality": 7,
+          "Id": 901
+        }
+      },
+      {
+        "scenario_id": "021",
+        "features": {
+          "fixed acidity": 7.5,
+          "volatile acidity": 0.52,
+          "citric acid": 0.42,
+          "residual sugar": 2.3,
+          "chlorides": 0.087,
+          "free sulfur dioxide": 8.0,
+          "total sulfur dioxide": 38.0,
+          "density": 0.9972,
+          "pH": 3.58,
+          "sulphates": 0.61,
+          "alcohol": 10.5,
+          "quality": 6,
+          "Id": 177
+        }
+      },
+      {
+        "scenario_id": "022",
+        "features": {
+          "fixed acidity": 9.6,
+          "volatile acidity": 0.6,
+          "citric acid": 0.5,
+          "residual sugar": 2.3,
+          "chlorides": 0.079,
+          "free sulfur dioxide": 28.0,
+          "total sulfur dioxide": 71.0,
+          "density": 0.9997,
+          "pH": 3.5,
+          "sulphates": 0.57,
+          "alcohol": 9.7,
+          "quality": 5,
+          "Id": 616
+        }
+      },
+      {
+        "scenario_id": "023",
+        "features": {
+          "fixed acidity": 9.3,
+          "volatile acidity": 0.39,
+          "citric acid": 0.4,
+          "residual sugar": 2.6,
+          "chlorides": 0.073,
+          "free sulfur dioxide": 10.0,
+          "total sulfur dioxide": 26.0,
+          "density": 0.9984,
+          "pH": 3.34,
+          "sulphates": 0.75,
+          "alcohol": 10.2,
+          "quality": 6,
+          "Id": 489
+        }
+      },
+      {
+        "scenario_id": "024",
+        "features": {
+          "fixed acidity": 7.0,
+          "volatile acidity": 0.5,
+          "citric acid": 0.14,
+          "residual sugar": 1.8,
+          "chlorides": 0.078,
+          "free sulfur dioxide": 10.0,
+          "total sulfur dioxide": 23.0,
+          "density": 0.99636,
+          "pH": 3.53,
+          "sulphates": 0.61,
+          "alcohol": 10.4,
+          "quality": 5,
+          "Id": 1019
+        }
+      },
+      {
+        "scenario_id": "025",
+        "features": {
+          "fixed acidity": 8.6,
+          "volatile acidity": 0.22,
+          "citric acid": 0.36,
+          "residual sugar": 1.9,
+          "chlorides": 0.064,
+          "free sulfur dioxide": 53.0,
+          "total sulfur dioxide": 77.0,
+          "density": 0.99604,
+          "pH": 3.47,
+          "sulphates": 0.87,
+          "alcohol": 11.0,
+          "quality": 7,
+          "Id": 925
+        }
+      },
+      {
+        "scenario_id": "026",
+        "features": {
+          "fixed acidity": 8.0,
+          "volatile acidity": 0.62,
+          "citric acid": 0.33,
+          "residual sugar": 2.7,
+          "chlorides": 0.088,
+          "free sulfur dioxide": 16.0,
+          "total sulfur dioxide": 37.0,
+          "density": 0.9972,
+          "pH": 3.31,
+          "sulphates": 0.58,
+          "alcohol": 10.7,
+          "quality": 6,
+          "Id": 1073
+        }
+      },
+      {
+        "scenario_id": "027",
+        "features": {
+          "fixed acidity": 7.2,
+          "volatile acidity": 0.65,
+          "citric acid": 0.02,
+          "residual sugar": 2.3,
+          "chlorides": 0.094,
+          "free sulfur dioxide": 5.0,
+          "total sulfur dioxide": 31.0,
+          "density": 0.9993,
+          "pH": 3.67,
+          "sulphates": 0.8,
+          "alcohol": 9.7,
+          "quality": 5,
+          "Id": 298
+        }
+      },
+      {
+        "scenario_id": "028",
+        "features": {
+          "fixed acidity": 6.5,
+          "volatile acidity": 0.51,
+          "citric acid": 0.15,
+          "residual sugar": 3.0,
+          "chlorides": 0.064,
+          "free sulfur dioxide": 12.0,
+          "total sulfur dioxide": 27.0,
+          "density": 0.9929,
+          "pH": 3.33,
+          "sulphates": 0.59,
+          "alcohol": 12.8,
+          "quality": 6,
+          "Id": 1311
+        }
+      },
+      {
+        "scenario_id": "030",
+        "features": {
+          "fixed acidity": 6.8,
+          "volatile acidity": 0.41,
+          "citric acid": 0.31,
+          "residual sugar": 8.8,
+          "chlorides": 0.084,
+          "free sulfur dioxide": 26.0,
+          "total sulfur dioxide": 45.0,
+          "density": 0.99824,
+          "pH": 3.38,
+          "sulphates": 0.64,
+          "alcohol": 10.1,
+          "quality": 6,
+          "Id": 917
+        }
+      },
+      {
+        "scenario_id": "031",
+        "features": {
+          "fixed acidity": 8.9,
+          "volatile acidity": 0.61,
+          "citric acid": 0.49,
+          "residual sugar": 2.0,
+          "chlorides": 0.27,
+          "free sulfur dioxide": 23.0,
+          "total sulfur dioxide": 110.0,
+          "density": 0.9972,
+          "pH": 3.12,
+          "sulphates": 1.02,
+          "alcohol": 9.3,
+          "quality": 5,
+          "Id": 181
+        }
+      },
+      {
+        "scenario_id": "032",
+        "features": {
+          "fixed acidity": 6.0,
+          "volatile acidity": 0.64,
+          "citric acid": 0.05,
+          "residual sugar": 1.9,
+          "chlorides": 0.066,
+          "free sulfur dioxide": 9.0,
+          "total sulfur dioxide": 17.0,
+          "density": 0.99496,
+          "pH": 3.52,
+          "sulphates": 0.78,
+          "alcohol": 10.6,
+          "quality": 5,
+          "Id": 1487
+        }
+      },
+      {
+        "scenario_id": "034",
+        "features": {
+          "fixed acidity": 5.1,
+          "volatile acidity": 0.585,
+          "citric acid": 0.0,
+          "residual sugar": 1.7,
+          "chlorides": 0.044,
+          "free sulfur dioxide": 14.0,
+          "total sulfur dioxide": 86.0,
+          "density": 0.99264,
+          "pH": 3.56,
+          "sulphates": 0.94,
+          "alcohol": 12.9,
+          "quality": 7,
+          "Id": 802
+        }
+      },
+      {
+        "scenario_id": "035",
+        "features": {
+          "fixed acidity": 8.4,
+          "volatile acidity": 0.67,
+          "citric acid": 0.19,
+          "residual sugar": 2.2,
+          "chlorides": 0.093,
+          "free sulfur dioxide": 11.0,
+          "total sulfur dioxide": 75.0,
+          "density": 0.99736,
+          "pH": 3.2,
+          "sulphates": 0.59,
+          "alcohol": 9.2,
+          "quality": 4,
+          "Id": 927
+        }
+      },
+      {
+        "scenario_id": "036",
+        "features": {
+          "fixed acidity": 9.3,
+          "volatile acidity": 0.61,
+          "citric acid": 0.26,
+          "residual sugar": 3.4,
+          "chlorides": 0.09,
+          "free sulfur dioxide": 25.0,
+          "total sulfur dioxide": 87.0,
+          "density": 0.99975,
+          "pH": 3.24,
+          "sulphates": 0.62,
+          "alcohol": 9.7,
+          "quality": 5,
+          "Id": 321
+        }
+      },
+      {
+        "scenario_id": "037",
+        "features": {
+          "fixed acidity": 9.3,
+          "volatile acidity": 0.43,
+          "citric acid": 0.44,
+          "residual sugar": 1.9,
+          "chlorides": 0.085,
+          "free sulfur dioxide": 9.0,
+          "total sulfur dioxide": 22.0,
+          "density": 0.99708,
+          "pH": 3.28,
+          "sulphates": 0.55,
+          "alcohol": 9.5,
+          "quality": 5,
+          "Id": 851
+        }
+      },
+      {
+        "scenario_id": "038",
+        "features": {
+          "fixed acidity": 8.5,
+          "volatile acidity": 0.34,
+          "citric acid": 0.4,
+          "residual sugar": 4.7,
+          "chlorides": 0.055,
+          "free sulfur dioxide": 3.0,
+          "total sulfur dioxide": 9.0,
+          "density": 0.99738,
+          "pH": 3.38,
+          "sulphates": 0.66,
+          "alcohol": 11.6,
+          "quality": 7,
+          "Id": 1086
+        }
+      },
+      {
+        "scenario_id": "040",
+        "features": {
+          "fixed acidity": 7.2,
+          "volatile acidity": 0.45,
+          "citric acid": 0.15,
+          "residual sugar": 2.0,
+          "chlorides": 0.078,
+          "free sulfur dioxide": 10.0,
+          "total sulfur dioxide": 28.0,
+          "density": 0.99609,
+          "pH": 3.29,
+          "sulphates": 0.51,
+          "alcohol": 9.9,
+          "quality": 6,
+          "Id": 1378
+        }
+      },
+      {
+        "scenario_id": "041",
+        "features": {
+          "fixed acidity": 7.8,
+          "volatile acidity": 0.48,
+          "citric acid": 0.68,
+          "residual sugar": 1.7,
+          "chlorides": 0.415,
+          "free sulfur dioxide": 14.0,
+          "total sulfur dioxide": 32.0,
+          "density": 0.99656,
+          "pH": 3.09,
+          "sulphates": 1.06,
+          "alcohol": 9.1,
+          "quality": 6,
+          "Id": 754
+        }
+      },
+      {
+        "scenario_id": "043",
+        "features": {
+          "fixed acidity": 9.1,
+          "volatile acidity": 0.4,
+          "citric acid": 0.5,
+          "residual sugar": 1.8,
+          "chlorides": 0.071,
+          "free sulfur dioxide": 7.0,
+          "total sulfur dioxide": 16.0,
+          "density": 0.99462,
+          "pH": 3.21,
+          "sulphates": 0.69,
+          "alcohol": 12.5,
+          "quality": 8,
+          "Id": 1061
+        }
+      },
+      {
+        "scenario_id": "044",
+        "features": {
+          "fixed acidity": 7.8,
+          "volatile acidity": 0.53,
+          "citric acid": 0.01,
+          "residual sugar": 1.6,
+          "chlorides": 0.077,
+          "free sulfur dioxide": 3.0,
+          "total sulfur dioxide": 19.0,
+          "density": 0.995,
+          "pH": 3.16,
+          "sulphates": 0.46,
+          "alcohol": 9.8,
+          "quality": 5,
+          "Id": 1418
+        }
+      },
+      {
+        "scenario_id": "045",
+        "features": {
+          "fixed acidity": 7.2,
+          "volatile acidity": 0.54,
+          "citric acid": 0.27,
+          "residual sugar": 2.6,
+          "chlorides": 0.084,
+          "free sulfur dioxide": 12.0,
+          "total sulfur dioxide": 78.0,
+          "density": 0.9964,
+          "pH": 3.39,
+          "sulphates": 0.71,
+          "alcohol": 11.0,
+          "quality": 5,
+          "Id": 906
+        }
+      },
+      {
+        "scenario_id": "046",
+        "features": {
+          "fixed acidity": 7.7,
+          "volatile acidity": 0.64,
+          "citric acid": 0.21,
+          "residual sugar": 2.2,
+          "chlorides": 0.077,
+          "free sulfur dioxide": 32.0,
+          "total sulfur dioxide": 133.0,
+          "density": 0.9956,
+          "pH": 3.27,
+          "sulphates": 0.45,
+          "alcohol": 9.9,
+          "quality": 5,
+          "Id": 1419
+        }
+      },
+      {
+        "scenario_id": "047",
+        "features": {
+          "fixed acidity": 6.8,
+          "volatile acidity": 0.69,
+          "citric acid": 0.0,
+          "residual sugar": 5.6,
+          "chlorides": 0.124,
+          "free sulfur dioxide": 21.0,
+          "total sulfur dioxide": 58.0,
+          "density": 0.9997,
+          "pH": 3.46,
+          "sulphates": 0.72,
+          "alcohol": 10.2,
+          "quality": 5,
+          "Id": 625
+        }
+      },
+      {
+        "scenario_id": "048",
+        "features": {
+          "fixed acidity": 9.7,
+          "volatile acidity": 0.53,
+          "citric acid": 0.6,
+          "residual sugar": 2.0,
+          "chlorides": 0.039,
+          "free sulfur dioxide": 5.0,
+          "total sulfur dioxide": 19.0,
+          "density": 0.99585,
+          "pH": 3.3,
+          "sulphates": 0.86,
+          "alcohol": 12.4,
+          "quality": 6,
+          "Id": 210
+        }
+      },
+      {
+        "scenario_id": "049",
+        "features": {
+          "fixed acidity": 11.4,
+          "volatile acidity": 0.6,
+          "citric acid": 0.49,
+          "residual sugar": 2.7,
+          "chlorides": 0.085,
+          "free sulfur dioxide": 10.0,
+          "total sulfur dioxide": 41.0,
+          "density": 0.9994,
+          "pH": 3.15,
+          "sulphates": 0.63,
+          "alcohol": 10.5,
+          "quality": 6,
+          "Id": 403
+        }
+      },
+      {
+        "scenario_id": "050",
+        "features": {
+          "fixed acidity": 7.0,
+          "volatile acidity": 0.65,
+          "citric acid": 0.02,
+          "residual sugar": 2.1,
+          "chlorides": 0.066,
+          "free sulfur dioxide": 8.0,
+          "total sulfur dioxide": 25.0,
+          "density": 0.9972,
+          "pH": 3.47,
+          "sulphates": 0.67,
+          "alcohol": 9.5,
+          "quality": 6,
+          "Id": 697
+        }
+      },
+      {
+        "scenario_id": "051",
+        "features": {
+          "fixed acidity": 10.6,
+          "volatile acidity": 1.025,
+          "citric acid": 0.43,
+          "residual sugar": 2.8,
+          "chlorides": 0.08,
+          "free sulfur dioxide": 21.0,
+          "total sulfur dioxide": 84.0,
+          "density": 0.9985,
+          "pH": 3.06,
+          "sulphates": 0.57,
+          "alcohol": 10.1,
+          "quality": 5,
+          "Id": 710
+        }
+      },
+      {
+        "scenario_id": "052",
+        "features": {
+          "fixed acidity": 7.7,
+          "volatile acidity": 0.69,
+          "citric acid": 0.05,
+          "residual sugar": 2.7,
+          "chlorides": 0.075,
+          "free sulfur dioxide": 15.0,
+          "total sulfur dioxide": 27.0,
+          "density": 0.9974,
+          "pH": 3.26,
+          "sulphates": 0.61,
+          "alcohol": 9.1,
+          "quality": 5,
+          "Id": 404
+        }
+      },
+      {
+        "scenario_id": "053",
+        "features": {
+          "fixed acidity": 7.9,
+          "volatile acidity": 0.57,
+          "citric acid": 0.31,
+          "residual sugar": 2.0,
+          "chlorides": 0.079,
+          "free sulfur dioxide": 10.0,
+          "total sulfur dioxide": 79.0,
+          "density": 0.99677,
+          "pH": 3.29,
+          "sulphates": 0.69,
+          "alcohol": 9.5,
+          "quality": 6,
+          "Id": 1216
+        }
+      },
+      {
+        "scenario_id": "054",
+        "features": {
+          "fixed acidity": 7.9,
+          "volatile acidity": 0.69,
+          "citric acid": 0.21,
+          "residual sugar": 2.1,
+          "chlorides": 0.08,
+          "free sulfur dioxide": 33.0,
+          "total sulfur dioxide": 141.0,
+          "density": 0.9962,
+          "pH": 3.25,
+          "sulphates": 0.51,
+          "alcohol": 9.9,
+          "quality": 5,
+          "Id": 1400
+        }
+      },
+      {
+        "scenario_id": "055",
+        "features": {
+          "fixed acidity": 6.9,
+          "volatile acidity": 0.74,
+          "citric acid": 0.03,
+          "residual sugar": 2.3,
+          "chlorides": 0.054,
+          "free sulfur dioxide": 7.0,
+          "total sulfur dioxide": 16.0,
+          "density": 0.99508,
+          "pH": 3.45,
+          "sulphates": 0.63,
+          "alcohol": 11.5,
+          "quality": 6,
+          "Id": 1499
+        }
+      },
+      {
+        "scenario_id": "056",
+        "features": {
+          "fixed acidity": 12.9,
+          "volatile acidity": 0.5,
+          "citric acid": 0.55,
+          "residual sugar": 2.8,
+          "chlorides": 0.072,
+          "free sulfur dioxide": 7.0,
+          "total sulfur dioxide": 24.0,
+          "density": 1.00012,
+          "pH": 3.09,
+          "sulphates": 0.68,
+          "alcohol": 10.9,
+          "quality": 6,
+          "Id": 811
+        }
+      },
+      {
+        "scenario_id": "057",
+        "features": {
+          "fixed acidity": 10.6,
+          "volatile acidity": 0.31,
+          "citric acid": 0.49,
+          "residual sugar": 2.2,
+          "chlorides": 0.063,
+          "free sulfur dioxide": 18.0,
+          "total sulfur dioxide": 40.0,
+          "density": 0.9976,
+          "pH": 3.14,
+          "sulphates": 0.51,
+          "alcohol": 9.8,
+          "quality": 6,
+          "Id": 579
+        }
+      },
+      {
+        "scenario_id": "060",
+        "features": {
+          "fixed acidity": 8.0,
+          "volatile acidity": 0.48,
+          "citric acid": 0.34,
+          "residual sugar": 2.2,
+          "chlorides": 0.073,
+          "free sulfur dioxide": 16.0,
+          "total sulfur dioxide": 25.0,
+          "density": 0.9936,
+          "pH": 3.28,
+          "sulphates": 0.66,
+          "alcohol": 12.4,
+          "quality": 6,
+          "Id": 1104
+        }
+      },
+      {
+        "scenario_id": "061",
+        "features": {
+          "fixed acidity": 10.9,
+          "volatile acidity": 0.53,
+          "citric acid": 0.49,
+          "residual sugar": 4.6,
+          "chlorides": 0.118,
+          "free sulfur dioxide": 10.0,
+          "total sulfur dioxide": 17.0,
+          "density": 1.0002,
+          "pH": 3.07,
+          "sulphates": 0.56,
+          "alcohol": 11.7,
+          "quality": 6,
+          "Id": 556
+        }
+      },
+      {
+        "scenario_id": "062",
+        "features": {
+          "fixed acidity": 11.1,
+          "volatile acidity": 0.35,
+          "citric acid": 0.48,
+          "residual sugar": 3.1,
+          "chlorides": 0.09,
+          "free sulfur dioxide": 5.0,
+          "total sulfur dioxide": 21.0,
+          "density": 0.9986,
+          "pH": 3.17,
+          "sulphates": 0.53,
+          "alcohol": 10.5,
+          "quality": 5,
+          "Id": 252
+        }
+      },
+      {
+        "scenario_id": "063",
+        "features": {
+          "fixed acidity": 7.1,
+          "volatile acidity": 0.59,
+          "citric acid": 0.02,
+          "residual sugar": 2.3,
+          "chlorides": 0.0819999999999999,
+          "free sulfur dioxide": 24.0,
+          "total sulfur dioxide": 94.0,
+          "density": 0.99744,
+          "pH": 3.55,
+          "sulphates": 0.53,
+          "alcohol": 9.7,
+          "quality": 6,
+          "Id": 770
+        }
+      },
+      {
+        "scenario_id": "064",
+        "features": {
+          "fixed acidity": 7.9,
+          "volatile acidity": 0.24,
+          "citric acid": 0.4,
+          "residual sugar": 1.6,
+          "chlorides": 0.0559999999999999,
+          "free sulfur dioxide": 11.0,
+          "total sulfur dioxide": 25.0,
+          "density": 0.9967,
+          "pH": 3.32,
+          "sulphates": 0.87,
+          "alcohol": 8.7,
+          "quality": 6,
+          "Id": 371
+        }
+      },
+      {
+        "scenario_id": "065",
+        "features": {
+          "fixed acidity": 10.4,
+          "volatile acidity": 0.24,
+          "citric acid": 0.49,
+          "residual sugar": 1.8,
+          "chlorides": 0.075,
+          "free sulfur dioxide": 6.0,
+          "total sulfur dioxide": 20.0,
+          "density": 0.9977,
+          "pH": 3.18,
+          "sulphates": 1.06,
+          "alcohol": 11.0,
+          "quality": 6,
+          "Id": 477
+        }
+      },
+      {
+        "scenario_id": "066",
+        "features": {
+          "fixed acidity": 8.0,
+          "volatile acidity": 0.59,
+          "citric acid": 0.16,
+          "residual sugar": 1.8,
+          "chlorides": 0.065,
+          "free sulfur dioxide": 3.0,
+          "total sulfur dioxide": 16.0,
+          "density": 0.9962,
+          "pH": 3.42,
+          "sulphates": 0.92,
+          "alcohol": 10.5,
+          "quality": 7,
+          "Id": 128
+        }
+      },
+      {
+        "scenario_id": "067",
+        "features": {
+          "fixed acidity": 6.9,
+          "volatile acidity": 0.63,
+          "citric acid": 0.33,
+          "residual sugar": 6.7,
+          "chlorides": 0.235,
+          "free sulfur dioxide": 66.0,
+          "total sulfur dioxide": 115.0,
+          "density": 0.99787,
+          "pH": 3.22,
+          "sulphates": 0.56,
+          "alcohol": 9.5,
+          "quality": 5,
+          "Id": 1558
+        }
+      },
+      {
+        "scenario_id": "068",
+        "features": {
+          "fixed acidity": 8.5,
+          "volatile acidity": 0.655,
+          "citric acid": 0.49,
+          "residual sugar": 6.1,
+          "chlorides": 0.122,
+          "free sulfur dioxide": 34.0,
+          "total sulfur dioxide": 151.0,
+          "density": 1.001,
+          "pH": 3.31,
+          "sulphates": 1.14,
+          "alcohol": 9.3,
+          "quality": 5,
+          "Id": 515
+        }
+      },
+      {
+        "scenario_id": "069",
+        "features": {
+          "fixed acidity": 7.9,
+          "volatile acidity": 0.885,
+          "citric acid": 0.03,
+          "residual sugar": 1.8,
+          "chlorides": 0.0579999999999999,
+          "free sulfur dioxide": 4.0,
+          "total sulfur dioxide": 8.0,
+          "density": 0.9972,
+          "pH": 3.36,
+          "sulphates": 0.33,
+          "alcohol": 9.1,
+          "quality": 4,
+          "Id": 170
+        }
+      },
+      {
+        "scenario_id": "070",
+        "features": {
+          "fixed acidity": 7.4,
+          "volatile acidity": 0.36,
+          "citric acid": 0.3,
+          "residual sugar": 1.8,
+          "chlorides": 0.074,
+          "free sulfur dioxide": 17.0,
+          "total sulfur dioxide": 24.0,
+          "density": 0.99419,
+          "pH": 3.24,
+          "sulphates": 0.7,
+          "alcohol": 11.4,
+          "quality": 8,
+          "Id": 1549
+        }
+      },
+      {
+        "scenario_id": "071",
+        "features": {
+          "fixed acidity": 10.0,
+          "volatile acidity": 0.48,
+          "citric acid": 0.24,
+          "residual sugar": 2.7,
+          "chlorides": 0.102,
+          "free sulfur dioxide": 13.0,
+          "total sulfur dioxide": 32.0,
+          "density": 1.0,
+          "pH": 3.28,
+          "sulphates": 0.56,
+          "alcohol": 10.0,
+          "quality": 6,
+          "Id": 534
+        }
+      },
+      {
+        "scenario_id": "072",
+        "features": {
+          "fixed acidity": 8.9,
+          "volatile acidity": 0.48,
+          "citric acid": 0.53,
+          "residual sugar": 4.0,
+          "chlorides": 0.1009999999999999,
+          "free sulfur dioxide": 3.0,
+          "total sulfur dioxide": 10.0,
+          "density": 0.99586,
+          "pH": 3.21,
+          "sulphates": 0.59,
+          "alcohol": 12.1,
+          "quality": 7,
+          "Id": 1059
+        }
+      },
+      {
+        "scenario_id": "073",
+        "features": {
+          "fixed acidity": 7.3,
+          "volatile acidity": 0.51,
+          "citric acid": 0.18,
+          "residual sugar": 2.1,
+          "chlorides": 0.07,
+          "free sulfur dioxide": 12.0,
+          "total sulfur dioxide": 28.0,
+          "density": 0.99768,
+          "pH": 3.52,
+          "sulphates": 0.73,
+          "alcohol": 9.5,
+          "quality": 6,
+          "Id": 749
+        }
+      },
+      {
+        "scenario_id": "074",
+        "features": {
+          "fixed acidity": 5.6,
+          "volatile acidity": 0.85,
+          "citric acid": 0.05,
+          "residual sugar": 1.4,
+          "chlorides": 0.045,
+          "free sulfur dioxide": 12.0,
+          "total sulfur dioxide": 88.0,
+          "density": 0.9924,
+          "pH": 3.56,
+          "sulphates": 0.82,
+          "alcohol": 12.9,
+          "quality": 8,
+          "Id": 390
+        }
+      },
+      {
+        "scenario_id": "075",
+        "features": {
+          "fixed acidity": 7.9,
+          "volatile acidity": 0.54,
+          "citric acid": 0.34,
+          "residual sugar": 2.5,
+          "chlorides": 0.076,
+          "free sulfur dioxide": 8.0,
+          "total sulfur dioxide": 17.0,
+          "density": 0.99235,
+          "pH": 3.2,
+          "sulphates": 0.72,
+          "alcohol": 13.1,
+          "quality": 8,
+          "Id": 1120
+        }
+      },
+      {
+        "scenario_id": "076",
+        "features": {
+          "fixed acidity": 8.2,
+          "volatile acidity": 0.43,
+          "citric acid": 0.29,
+          "residual sugar": 1.6,
+          "chlorides": 0.081,
+          "free sulfur dioxide": 27.0,
+          "total sulfur dioxide": 45.0,
+          "density": 0.99603,
+          "pH": 3.25,
+          "sulphates": 0.54,
+          "alcohol": 10.3,
+          "quality": 5,
+          "Id": 1004
+        }
+      },
+      {
+        "scenario_id": "077",
+        "features": {
+          "fixed acidity": 8.9,
+          "volatile acidity": 0.29,
+          "citric acid": 0.35,
+          "residual sugar": 1.9,
+          "chlorides": 0.067,
+          "free sulfur dioxide": 25.0,
+          "total sulfur dioxide": 57.0,
+          "density": 0.997,
+          "pH": 3.18,
+          "sulphates": 1.36,
+          "alcohol": 10.3,
+          "quality": 6,
+          "Id": 639
+        }
+      },
+      {
+        "scenario_id": "079",
+        "features": {
+          "fixed acidity": 9.0,
+          "volatile acidity": 0.48,
+          "citric acid": 0.32,
+          "residual sugar": 2.8,
+          "chlorides": 0.084,
+          "free sulfur dioxide": 21.0,
+          "total sulfur dioxide": 122.0,
+          "density": 0.9984,
+          "pH": 3.32,
+          "sulphates": 0.62,
+          "alcohol": 9.4,
+          "quality": 5,
+          "Id": 693
+        }
+      },
+      {
+        "scenario_id": "081",
+        "features": {
+          "fixed acidity": 9.6,
+          "volatile acidity": 0.54,
+          "citric acid": 0.42,
+          "residual sugar": 2.4,
+          "chlorides": 0.081,
+          "free sulfur dioxide": 25.0,
+          "total sulfur dioxide": 52.0,
+          "density": 0.997,
+          "pH": 3.2,
+          "sulphates": 0.71,
+          "alcohol": 11.4,
+          "quality": 6,
+          "Id": 471
+        }
+      },
+      {
+        "scenario_id": "082",
+        "features": {
+          "fixed acidity": 7.7,
+          "volatile acidity": 0.775,
+          "citric acid": 0.42,
+          "residual sugar": 1.9,
+          "chlorides": 0.092,
+          "free sulfur dioxide": 8.0,
+          "total sulfur dioxide": 86.0,
+          "density": 0.9959,
+          "pH": 3.23,
+          "sulphates": 0.59,
+          "alcohol": 9.5,
+          "quality": 5,
+          "Id": 253
+        }
+      },
+      {
+        "scenario_id": "083",
+        "features": {
+          "fixed acidity": 9.0,
+          "volatile acidity": 0.8,
+          "citric acid": 0.12,
+          "residual sugar": 2.4,
+          "chlorides": 0.083,
+          "free sulfur dioxide": 8.0,
+          "total sulfur dioxide": 28.0,
+          "density": 0.99836,
+          "pH": 3.33,
+          "sulphates": 0.65,
+          "alcohol": 10.4,
+          "quality": 6,
+          "Id": 886
+        }
+      },
+      {
+        "scenario_id": "084",
+        "features": {
+          "fixed acidity": 9.9,
+          "volatile acidity": 0.4,
+          "citric acid": 0.53,
+          "residual sugar": 6.7,
+          "chlorides": 0.0969999999999999,
+          "free sulfur dioxide": 6.0,
+          "total sulfur dioxide": 19.0,
+          "density": 0.9986,
+          "pH": 3.27,
+          "sulphates": 0.82,
+          "alcohol": 11.7,
+          "quality": 7,
+          "Id": 413
+        }
+      },
+      {
+        "scenario_id": "086",
+        "features": {
+          "fixed acidity": 7.9,
+          "volatile acidity": 0.34,
+          "citric acid": 0.42,
+          "residual sugar": 2.0,
+          "chlorides": 0.086,
+          "free sulfur dioxide": 8.0,
+          "total sulfur dioxide": 19.0,
+          "density": 0.99546,
+          "pH": 3.35,
+          "sulphates": 0.6,
+          "alcohol": 11.4,
+          "quality": 6,
+          "Id": 1091
+        }
+      },
+      {
+        "scenario_id": "087",
+        "features": {
+          "fixed acidity": 13.3,
+          "volatile acidity": 0.29,
+          "citric acid": 0.75,
+          "residual sugar": 2.8,
+          "chlorides": 0.084,
+          "free sulfur dioxide": 23.0,
+          "total sulfur dioxide": 43.0,
+          "density": 0.9986,
+          "pH": 3.04,
+          "sulphates": 0.68,
+          "alcohol": 11.4,
+          "quality": 7,
+          "Id": 509
+        }
+      },
+      {
+        "scenario_id": "088",
+        "features": {
+          "fixed acidity": 11.7,
+          "volatile acidity": 0.28,
+          "citric acid": 0.47,
+          "residual sugar": 1.7,
+          "chlorides": 0.054,
+          "free sulfur dioxide": 17.0,
+          "total sulfur dioxide": 32.0,
+          "density": 0.99686,
+          "pH": 3.15,
+          "sulphates": 0.67,
+          "alcohol": 10.6,
+          "quality": 7,
+          "Id": 858
+        }
+      },
+      {
+        "scenario_id": "089",
+        "features": {
+          "fixed acidity": 8.7,
+          "volatile acidity": 0.7,
+          "citric acid": 0.24,
+          "residual sugar": 2.5,
+          "chlorides": 0.226,
+          "free sulfur dioxide": 5.0,
+          "total sulfur dioxide": 15.0,
+          "density": 0.9991,
+          "pH": 3.32,
+          "sulphates": 0.6,
+          "alcohol": 9.0,
+          "quality": 6,
+          "Id": 567
+        }
+      },
+      {
+        "scenario_id": "090",
+        "features": {
+          "fixed acidity": 11.9,
+          "volatile acidity": 0.39,
+          "citric acid": 0.69,
+          "residual sugar": 2.8,
+          "chlorides": 0.095,
+          "free sulfur dioxide": 17.0,
+          "total sulfur dioxide": 35.0,
+          "density": 0.9994,
+          "pH": 3.1,
+          "sulphates": 0.61,
+          "alcohol": 10.8,
+          "quality": 6,
+          "Id": 449
+        }
+      },
+      {
+        "scenario_id": "091",
+        "features": {
+          "fixed acidity": 10.7,
+          "volatile acidity": 0.9,
+          "citric acid": 0.34,
+          "residual sugar": 6.6,
+          "chlorides": 0.1119999999999999,
+          "free sulfur dioxide": 23.0,
+          "total sulfur dioxide": 99.0,
+          "density": 1.00289,
+          "pH": 3.22,
+          "sulphates": 0.68,
+          "alcohol": 9.3,
+          "quality": 5,
+          "Id": 889
+        }
+      },
+      {
+        "scenario_id": "092",
+        "features": {
+          "fixed acidity": 6.5,
+          "volatile acidity": 0.67,
+          "citric acid": 0.0,
+          "residual sugar": 4.3,
+          "chlorides": 0.057,
+          "free sulfur dioxide": 11.0,
+          "total sulfur dioxide": 20.0,
+          "density": 0.99488,
+          "pH": 3.45,
+          "sulphates": 0.56,
+          "alcohol": 11.8,
+          "quality": 4,
+          "Id": 1239
+        }
+      },
+      {
+        "scenario_id": "094",
+        "features": {
+          "fixed acidity": 10.2,
+          "volatile acidity": 0.33,
+          "citric acid": 0.46,
+          "residual sugar": 1.9,
+          "chlorides": 0.081,
+          "free sulfur dioxide": 6.0,
+          "total sulfur dioxide": 9.0,
+          "density": 0.99628,
+          "pH": 3.1,
+          "sulphates": 0.48,
+          "alcohol": 10.4,
+          "quality": 6,
+          "Id": 1214
+        }
+      },
+      {
+        "scenario_id": "095",
+        "features": {
+          "fixed acidity": 8.1,
+          "volatile acidity": 0.575,
+          "citric acid": 0.22,
+          "residual sugar": 2.1,
+          "chlorides": 0.077,
+          "free sulfur dioxide": 12.0,
+          "total sulfur dioxide": 65.0,
+          "density": 0.9967,
+          "pH": 3.29,
+          "sulphates": 0.51,
+          "alcohol": 9.2,
+          "quality": 5,
+          "Id": 103
+        }
+      },
+      {
+        "scenario_id": "096",
+        "features": {
+          "fixed acidity": 10.7,
+          "volatile acidity": 0.35,
+          "citric acid": 0.53,
+          "residual sugar": 2.6,
+          "chlorides": 0.07,
+          "free sulfur dioxide": 5.0,
+          "total sulfur dioxide": 16.0,
+          "density": 0.9972,
+          "pH": 3.15,
+          "sulphates": 0.65,
+          "alcohol": 11.0,
+          "quality": 8,
+          "Id": 498
+        }
+      },
+      {
+        "scenario_id": "097",
+        "features": {
+          "fixed acidity": 10.8,
+          "volatile acidity": 0.26,
+          "citric acid": 0.45,
+          "residual sugar": 3.3,
+          "chlorides": 0.06,
+          "free sulfur dioxide": 20.0,
+          "total sulfur dioxide": 49.0,
+          "density": 0.9972,
+          "pH": 3.13,
+          "sulphates": 0.54,
+          "alcohol": 9.6,
+          "quality": 5,
+          "Id": 679
+        }
+      },
+      {
+        "scenario_id": "098",
+        "features": {
+          "fixed acidity": 10.0,
+          "volatile acidity": 0.69,
+          "citric acid": 0.11,
+          "residual sugar": 1.4,
+          "chlorides": 0.084,
+          "free sulfur dioxide": 8.0,
+          "total sulfur dioxide": 24.0,
+          "density": 0.99578,
+          "pH": 2.88,
+          "sulphates": 0.47,
+          "alcohol": 9.7,
+          "quality": 5,
+          "Id": 1470
+        }
+      },
+      {
+        "scenario_id": "100",
+        "features": {
+          "fixed acidity": 7.4,
+          "volatile acidity": 0.36,
+          "citric acid": 0.34,
+          "residual sugar": 1.8,
+          "chlorides": 0.075,
+          "free sulfur dioxide": 18.0,
+          "total sulfur dioxide": 38.0,
+          "density": 0.9933,
+          "pH": 3.38,
+          "sulphates": 0.88,
+          "alcohol": 13.6,
+          "quality": 7,
+          "Id": 1132
+        }
+      },
+      {
+        "scenario_id": "101",
+        "features": {
+          "fixed acidity": 11.9,
+          "volatile acidity": 0.38,
+          "citric acid": 0.49,
+          "residual sugar": 2.7,
+          "chlorides": 0.098,
+          "free sulfur dioxide": 12.0,
+          "total sulfur dioxide": 42.0,
+          "density": 1.0004,
+          "pH": 3.16,
+          "sulphates": 0.61,
+          "alcohol": 10.3,
+          "quality": 5,
+          "Id": 531
+        }
+      },
+      {
+        "scenario_id": "104",
+        "features": {
+          "fixed acidity": 8.6,
+          "volatile acidity": 0.49,
+          "citric acid": 0.28,
+          "residual sugar": 1.9,
+          "chlorides": 0.11,
+          "free sulfur dioxide": 20.0,
+          "total sulfur dioxide": 136.0,
+          "density": 0.9972,
+          "pH": 2.93,
+          "sulphates": 1.95,
+          "alcohol": 9.9,
+          "quality": 6,
+          "Id": 91
+        }
+      },
+      {
+        "scenario_id": "105",
+        "features": {
+          "fixed acidity": 6.8,
+          "volatile acidity": 0.68,
+          "citric acid": 0.21,
+          "residual sugar": 2.1,
+          "chlorides": 0.07,
+          "free sulfur dioxide": 9.0,
+          "total sulfur dioxide": 23.0,
+          "density": 0.99546,
+          "pH": 3.38,
+          "sulphates": 0.6,
+          "alcohol": 10.3,
+          "quality": 5,
+          "Id": 1486
+        }
+      },
+      {
+        "scenario_id": "106",
+        "features": {
+          "fixed acidity": 9.4,
+          "volatile acidity": 0.3,
+          "citric acid": 0.56,
+          "residual sugar": 2.8,
+          "chlorides": 0.08,
+          "free sulfur dioxide": 6.0,
+          "total sulfur dioxide": 17.0,
+          "density": 0.9964,
+          "pH": 3.15,
+          "sulphates": 0.92,
+          "alcohol": 11.7,
+          "quality": 8,
+          "Id": 481
+        }
+      },
+      {
+        "scenario_id": "107",
+        "features": {
+          "fixed acidity": 7.5,
+          "volatile acidity": 0.55,
+          "citric acid": 0.24,
+          "residual sugar": 2.0,
+          "chlorides": 0.078,
+          "free sulfur dioxide": 10.0,
+          "total sulfur dioxide": 28.0,
+          "density": 0.9983,
+          "pH": 3.45,
+          "sulphates": 0.78,
+          "alcohol": 9.5,
+          "quality": 6,
+          "Id": 546
+        }
+      },
+      {
+        "scenario_id": "109",
+        "features": {
+          "fixed acidity": 7.4,
+          "volatile acidity": 0.62,
+          "citric acid": 0.05,
+          "residual sugar": 1.9,
+          "chlorides": 0.068,
+          "free sulfur dioxide": 24.0,
+          "total sulfur dioxide": 42.0,
+          "density": 0.9961,
+          "pH": 3.42,
+          "sulphates": 0.57,
+          "alcohol": 11.5,
+          "quality": 6,
+          "Id": 173
+        }
+      },
+      {
+        "scenario_id": "110",
+        "features": {
+          "fixed acidity": 7.3,
+          "volatile acidity": 0.59,
+          "citric acid": 0.26,
+          "residual sugar": 2.0,
+          "chlorides": 0.08,
+          "free sulfur dioxide": 17.0,
+          "total sulfur dioxide": 104.0,
+          "density": 0.99584,
+          "pH": 3.28,
+          "sulphates": 0.52,
+          "alcohol": 9.9,
+          "quality": 5,
+          "Id": 1397
+        }
+      },
+      {
+        "scenario_id": "111",
+        "features": {
+          "fixed acidity": 8.7,
+          "volatile acidity": 0.54,
+          "citric acid": 0.26,
+          "residual sugar": 2.5,
+          "chlorides": 0.0969999999999999,
+          "free sulfur dioxide": 7.0,
+          "total sulfur dioxide": 31.0,
+          "density": 0.9976,
+          "pH": 3.27,
+          "sulphates": 0.6,
+          "alcohol": 9.3,
+          "quality": 6,
+          "Id": 628
+        }
+      },
+      {
+        "scenario_id": "113",
+        "features": {
+          "fixed acidity": 7.2,
+          "volatile acidity": 0.38,
+          "citric acid": 0.31,
+          "residual sugar": 2.0,
+          "chlorides": 0.0559999999999999,
+          "free sulfur dioxide": 15.0,
+          "total sulfur dioxide": 29.0,
+          "density": 0.99472,
+          "pH": 3.23,
+          "sulphates": 0.76,
+          "alcohol": 11.3,
+          "quality": 8,
+          "Id": 1449
+        }
+      },
+      {
+        "scenario_id": "115",
+        "features": {
+          "fixed acidity": 6.9,
+          "volatile acidity": 0.44,
+          "citric acid": 0.0,
+          "residual sugar": 1.4,
+          "chlorides": 0.07,
+          "free sulfur dioxide": 32.0,
+          "total sulfur dioxide": 38.0,
+          "density": 0.99438,
+          "pH": 3.32,
+          "sulphates": 0.58,
+          "alcohol": 11.4,
+          "quality": 6,
+          "Id": 1045
+        }
+      },
+      {
+        "scenario_id": "117",
+        "features": {
+          "fixed acidity": 8.0,
+          "volatile acidity": 0.52,
+          "citric acid": 0.25,
+          "residual sugar": 2.0,
+          "chlorides": 0.078,
+          "free sulfur dioxide": 19.0,
+          "total sulfur dioxide": 59.0,
+          "density": 0.99612,
+          "pH": 3.3,
+          "sulphates": 0.48,
+          "alcohol": 10.2,
+          "quality": 5,
+          "Id": 1393
+        }
+      },
+      {
+        "scenario_id": "118",
+        "features": {
+          "fixed acidity": 8.6,
+          "volatile acidity": 0.42,
+          "citric acid": 0.39,
+          "residual sugar": 1.8,
+          "chlorides": 0.068,
+          "free sulfur dioxide": 6.0,
+          "total sulfur dioxide": 12.0,
+          "density": 0.99516,
+          "pH": 3.35,
+          "sulphates": 0.69,
+          "alcohol": 11.7,
+          "quality": 8,
+          "Id": 1202
+        }
+      },
+      {
+        "scenario_id": "119",
+        "features": {
+          "fixed acidity": 7.7,
+          "volatile acidity": 0.41,
+          "citric acid": 0.76,
+          "residual sugar": 1.8,
+          "chlorides": 0.611,
+          "free sulfur dioxide": 8.0,
+          "total sulfur dioxide": 45.0,
+          "density": 0.9968,
+          "pH": 3.06,
+          "sulphates": 1.26,
+          "alcohol": 9.4,
+          "quality": 5,
+          "Id": 258
+        }
+      },
+      {
+        "scenario_id": "120",
+        "features": {
+          "fixed acidity": 7.8,
+          "volatile acidity": 0.545,
+          "citric acid": 0.12,
+          "residual sugar": 2.5,
+          "chlorides": 0.068,
+          "free sulfur dioxide": 11.0,
+          "total sulfur dioxide": 35.0,
+          "density": 0.996,
+          "pH": 3.34,
+          "sulphates": 0.61,
+          "alcohol": 11.6,
+          "quality": 6,
+          "Id": 708
+        }
+      },
+      {
+        "scenario_id": "121",
+        "features": {
+          "fixed acidity": 6.6,
+          "volatile acidity": 0.56,
+          "citric acid": 0.14,
+          "residual sugar": 2.4,
+          "chlorides": 0.064,
+          "free sulfur dioxide": 13.0,
+          "total sulfur dioxide": 29.0,
+          "density": 0.99397,
+          "pH": 3.42,
+          "sulphates": 0.62,
+          "alcohol": 11.7,
+          "quality": 7,
+          "Id": 1534
+        }
+      },
+      {
+        "scenario_id": "122",
+        "features": {
+          "fixed acidity": 6.8,
+          "volatile acidity": 0.59,
+          "citric acid": 0.06,
+          "residual sugar": 6.0,
+          "chlorides": 0.06,
+          "free sulfur dioxide": 11.0,
+          "total sulfur dioxide": 18.0,
+          "density": 0.9962,
+          "pH": 3.41,
+          "sulphates": 0.59,
+          "alcohol": 10.8,
+          "quality": 7,
+          "Id": 904
+        }
+      },
+      {
+        "scenario_id": "123",
+        "features": {
+          "fixed acidity": 7.9,
+          "volatile acidity": 0.5,
+          "citric acid": 0.33,
+          "residual sugar": 2.0,
+          "chlorides": 0.084,
+          "free sulfur dioxide": 15.0,
+          "total sulfur dioxide": 143.0,
+          "density": 0.9968,
+          "pH": 3.2,
+          "sulphates": 0.55,
+          "alcohol": 9.5,
+          "quality": 5,
+          "Id": 188
+        }
+      },
+      {
+        "scenario_id": "124",
+        "features": {
+          "fixed acidity": 7.1,
+          "volatile acidity": 0.75,
+          "citric acid": 0.01,
+          "residual sugar": 2.2,
+          "chlorides": 0.059,
+          "free sulfur dioxide": 11.0,
+          "total sulfur dioxide": 18.0,
+          "density": 0.99242,
+          "pH": 3.39,
+          "sulphates": 0.4,
+          "alcohol": 12.8,
+          "quality": 6,
+          "Id": 1237
+        }
+      },
+      {
+        "scenario_id": "125",
+        "features": {
+          "fixed acidity": 9.4,
+          "volatile acidity": 0.685,
+          "citric acid": 0.11,
+          "residual sugar": 2.7,
+          "chlorides": 0.077,
+          "free sulfur dioxide": 6.0,
+          "total sulfur dioxide": 31.0,
+          "density": 0.9984,
+          "pH": 3.19,
+          "sulphates": 0.7,
+          "alcohol": 10.1,
+          "quality": 6,
+          "Id": 479
+        }
+      },
+      {
+        "scenario_id": "126",
+        "features": {
+          "fixed acidity": 10.7,
+          "volatile acidity": 0.35,
+          "citric acid": 0.53,
+          "residual sugar": 2.6,
+          "chlorides": 0.07,
+          "free sulfur dioxide": 5.0,
+          "total sulfur dioxide": 16.0,
+          "density": 0.9972,
+          "pH": 3.15,
+          "sulphates": 0.65,
+          "alcohol": 11.0,
+          "quality": 8,
+          "Id": 495
+        }
+      },
+      {
+        "scenario_id": "128",
+        "features": {
+          "fixed acidity": 9.8,
+          "volatile acidity": 0.44,
+          "citric acid": 0.47,
+          "residual sugar": 2.5,
+          "chlorides": 0.063,
+          "free sulfur dioxide": 9.0,
+          "total sulfur dioxide": 28.0,
+          "density": 0.9981,
+          "pH": 3.24,
+          "sulphates": 0.65,
+          "alcohol": 10.8,
+          "quality": 6,
+          "Id": 406
+        }
+      },
+      {
+        "scenario_id": "129",
+        "features": {
+          "fixed acidity": 9.2,
+          "volatile acidity": 0.92,
+          "citric acid": 0.24,
+          "residual sugar": 2.6,
+          "chlorides": 0.087,
+          "free sulfur dioxide": 12.0,
+          "total sulfur dioxide": 93.0,
+          "density": 0.9998,
+          "pH": 3.48,
+          "sulphates": 0.54,
+          "alcohol": 9.8,
+          "quality": 5,
+          "Id": 691
+        }
+      },
+      {
+        "scenario_id": "130",
+        "features": {
+          "fixed acidity": 12.8,
+          "volatile acidity": 0.3,
+          "citric acid": 0.74,
+          "residual sugar": 2.6,
+          "chlorides": 0.095,
+          "free sulfur dioxide": 9.0,
+          "total sulfur dioxide": 28.0,
+          "density": 0.9994,
+          "pH": 3.2,
+          "sulphates": 0.77,
+          "alcohol": 10.8,
+          "quality": 7,
+          "Id": 206
+        }
+      },
+      {
+        "scenario_id": "131",
+        "features": {
+          "fixed acidity": 7.8,
+          "volatile acidity": 0.58,
+          "citric acid": 0.02,
+          "residual sugar": 2.0,
+          "chlorides": 0.073,
+          "free sulfur dioxide": 9.0,
+          "total sulfur dioxide": 18.0,
+          "density": 0.9968,
+          "pH": 3.36,
+          "sulphates": 0.57,
+          "alcohol": 9.5,
+          "quality": 7,
+          "Id": 8
+        }
+      },
+      {
+        "scenario_id": "132",
+        "features": {
+          "fixed acidity": 7.8,
+          "volatile acidity": 0.59,
+          "citric acid": 0.18,
+          "residual sugar": 2.3,
+          "chlorides": 0.076,
+          "free sulfur dioxide": 17.0,
+          "total sulfur dioxide": 54.0,
+          "density": 0.9975,
+          "pH": 3.43,
+          "sulphates": 0.59,
+          "alcohol": 10.0,
+          "quality": 5,
+          "Id": 58
+        }
+      },
+      {
+        "scenario_id": "133",
+        "features": {
+          "fixed acidity": 8.7,
+          "volatile acidity": 0.84,
+          "citric acid": 0.0,
+          "residual sugar": 1.4,
+          "chlorides": 0.065,
+          "free sulfur dioxide": 24.0,
+          "total sulfur dioxide": 33.0,
+          "density": 0.9954,
+          "pH": 3.27,
+          "sulphates": 0.55,
+          "alcohol": 9.7,
+          "quality": 5,
+          "Id": 635
+        }
+      },
+      {
+        "scenario_id": "134",
+        "features": {
+          "fixed acidity": 8.3,
+          "volatile acidity": 0.78,
+          "citric acid": 0.1,
+          "residual sugar": 2.6,
+          "chlorides": 0.081,
+          "free sulfur dioxide": 45.0,
+          "total sulfur dioxide": 87.0,
+          "density": 0.9983,
+          "pH": 3.48,
+          "sulphates": 0.53,
+          "alcohol": 10.0,
+          "quality": 5,
+          "Id": 678
+        }
+      },
+      {
+        "scenario_id": "135",
+        "features": {
+          "fixed acidity": 7.5,
+          "volatile acidity": 0.71,
+          "citric acid": 0.0,
+          "residual sugar": 1.6,
+          "chlorides": 0.092,
+          "free sulfur dioxide": 22.0,
+          "total sulfur dioxide": 31.0,
+          "density": 0.99635,
+          "pH": 3.38,
+          "sulphates": 0.58,
+          "alcohol": 10.0,
+          "quality": 6,
+          "Id": 1013
+        }
+      },
+      {
+        "scenario_id": "136",
+        "features": {
+          "fixed acidity": 7.1,
+          "volatile acidity": 0.22,
+          "citric acid": 0.49,
+          "residual sugar": 1.8,
+          "chlorides": 0.039,
+          "free sulfur dioxide": 8.0,
+          "total sulfur dioxide": 18.0,
+          "density": 0.99344,
+          "pH": 3.39,
+          "sulphates": 0.56,
+          "alcohol": 12.4,
+          "quality": 6,
+          "Id": 1490
+        }
+      },
+      {
+        "scenario_id": "138",
+        "features": {
+          "fixed acidity": 5.2,
+          "volatile acidity": 0.32,
+          "citric acid": 0.25,
+          "residual sugar": 1.8,
+          "chlorides": 0.103,
+          "free sulfur dioxide": 13.0,
+          "total sulfur dioxide": 50.0,
+          "density": 0.9957,
+          "pH": 3.38,
+          "sulphates": 0.55,
+          "alcohol": 9.2,
+          "quality": 5,
+          "Id": 34
+        }
+      },
+      {
+        "scenario_id": "139",
+        "features": {
+          "fixed acidity": 6.9,
+          "volatile acidity": 0.5,
+          "citric acid": 0.04,
+          "residual sugar": 1.5,
+          "chlorides": 0.085,
+          "free sulfur dioxide": 19.0,
+          "total sulfur dioxide": 49.0,
+          "density": 0.9958,
+          "pH": 3.35,
+          "sulphates": 0.78,
+          "alcohol": 9.5,
+          "quality": 5,
+          "Id": 175
+        }
+      },
+      {
+        "scenario_id": "140",
+        "features": {
+          "fixed acidity": 7.1,
+          "volatile acidity": 0.43,
+          "citric acid": 0.42,
+          "residual sugar": 5.5,
+          "chlorides": 0.071,
+          "free sulfur dioxide": 28.0,
+          "total sulfur dioxide": 128.0,
+          "density": 0.9973,
+          "pH": 3.42,
+          "sulphates": 0.71,
+          "alcohol": 10.5,
+          "quality": 5,
+          "Id": 157
+        }
+      },
+      {
+        "scenario_id": "141",
+        "features": {
+          "fixed acidity": 7.0,
+          "volatile acidity": 0.65,
+          "citric acid": 0.02,
+          "residual sugar": 2.1,
+          "chlorides": 0.066,
+          "free sulfur dioxide": 8.0,
+          "total sulfur dioxide": 25.0,
+          "density": 0.9972,
+          "pH": 3.47,
+          "sulphates": 0.67,
+          "alcohol": 9.5,
+          "quality": 6,
+          "Id": 701
+        }
+      },
+      {
+        "scenario_id": "142",
+        "features": {
+          "fixed acidity": 7.3,
+          "volatile acidity": 0.835,
+          "citric acid": 0.03,
+          "residual sugar": 2.1,
+          "chlorides": 0.092,
+          "free sulfur dioxide": 10.0,
+          "total sulfur dioxide": 19.0,
+          "density": 0.9966,
+          "pH": 3.39,
+          "sulphates": 0.47,
+          "alcohol": 9.6,
+          "quality": 5,
+          "Id": 732
+        }
+      },
+      {
+        "scenario_id": "143",
+        "features": {
+          "fixed acidity": 5.2,
+          "volatile acidity": 0.34,
+          "citric acid": 0.0,
+          "residual sugar": 1.8,
+          "chlorides": 0.05,
+          "free sulfur dioxide": 27.0,
+          "total sulfur dioxide": 63.0,
+          "density": 0.9916,
+          "pH": 3.68,
+          "sulphates": 0.79,
+          "alcohol": 14.0,
+          "quality": 6,
+          "Id": 144
+        }
+      },
+      {
+        "scenario_id": "144",
+        "features": {
+          "fixed acidity": 5.0,
+          "volatile acidity": 0.42,
+          "citric acid": 0.24,
+          "residual sugar": 2.0,
+          "chlorides": 0.06,
+          "free sulfur dioxide": 19.0,
+          "total sulfur dioxide": 50.0,
+          "density": 0.9917,
+          "pH": 3.72,
+          "sulphates": 0.74,
+          "alcohol": 14.0,
+          "quality": 8,
+          "Id": 588
+        }
+      },
+      {
+        "scenario_id": "145",
+        "features": {
+          "fixed acidity": 8.4,
+          "volatile acidity": 0.59,
+          "citric acid": 0.29,
+          "residual sugar": 2.6,
+          "chlorides": 0.109,
+          "free sulfur dioxide": 31.0,
+          "total sulfur dioxide": 119.0,
+          "density": 0.99801,
+          "pH": 3.15,
+          "sulphates": 0.5,
+          "alcohol": 9.1,
+          "quality": 5,
+          "Id": 977
+        }
+      },
+      {
+        "scenario_id": "146",
+        "features": {
+          "fixed acidity": 6.2,
+          "volatile acidity": 0.52,
+          "citric acid": 0.08,
+          "residual sugar": 4.4,
+          "chlorides": 0.071,
+          "free sulfur dioxide": 11.0,
+          "total sulfur dioxide": 32.0,
+          "density": 0.99646,
+          "pH": 3.56,
+          "sulphates": 0.63,
+          "alcohol": 11.6,
+          "quality": 6,
+          "Id": 1540
+        }
+      },
+      {
+        "scenario_id": "147",
+        "features": {
+          "fixed acidity": 11.9,
+          "volatile acidity": 0.57,
+          "citric acid": 0.5,
+          "residual sugar": 2.6,
+          "chlorides": 0.0819999999999999,
+          "free sulfur dioxide": 6.0,
+          "total sulfur dioxide": 32.0,
+          "density": 1.0006,
+          "pH": 3.12,
+          "sulphates": 0.78,
+          "alcohol": 10.7,
+          "quality": 6,
+          "Id": 344
+        }
+      },
+      {
+        "scenario_id": "148",
+        "features": {
+          "fixed acidity": 8.3,
+          "volatile acidity": 0.56,
+          "citric acid": 0.22,
+          "residual sugar": 2.4,
+          "chlorides": 0.0819999999999999,
+          "free sulfur dioxide": 10.0,
+          "total sulfur dioxide": 86.0,
+          "density": 0.9983,
+          "pH": 3.37,
+          "sulphates": 0.62,
+          "alcohol": 9.5,
+          "quality": 5,
+          "Id": 1243
+        }
+      },
+      {
+        "scenario_id": "149",
+        "features": {
+          "fixed acidity": 7.6,
+          "volatile acidity": 0.68,
+          "citric acid": 0.02,
+          "residual sugar": 1.3,
+          "chlorides": 0.072,
+          "free sulfur dioxide": 9.0,
+          "total sulfur dioxide": 20.0,
+          "density": 0.9965,
+          "pH": 3.17,
+          "sulphates": 1.08,
+          "alcohol": 9.2,
+          "quality": 4,
+          "Id": 161
+        }
+      },
+      {
+        "scenario_id": "152",
+        "features": {
+          "fixed acidity": 7.6,
+          "volatile acidity": 0.74,
+          "citric acid": 0.0,
+          "residual sugar": 1.9,
+          "chlorides": 0.1,
+          "free sulfur dioxide": 6.0,
+          "total sulfur dioxide": 12.0,
+          "density": 0.99521,
+          "pH": 3.36,
+          "sulphates": 0.59,
+          "alcohol": 11.0,
+          "quality": 5,
+          "Id": 1290
+        }
+      },
+      {
+        "scenario_id": "153",
+        "features": {
+          "fixed acidity": 8.3,
+          "volatile acidity": 0.705,
+          "citric acid": 0.12,
+          "residual sugar": 2.6,
+          "chlorides": 0.092,
+          "free sulfur dioxide": 12.0,
+          "total sulfur dioxide": 28.0,
+          "density": 0.9994,
+          "pH": 3.51,
+          "sulphates": 0.72,
+          "alcohol": 10.0,
+          "quality": 5,
+          "Id": 302
+        }
+      },
+      {
+        "scenario_id": "154",
+        "features": {
+          "fixed acidity": 8.1,
+          "volatile acidity": 0.38,
+          "citric acid": 0.28,
+          "residual sugar": 2.1,
+          "chlorides": 0.066,
+          "free sulfur dioxide": 13.0,
+          "total sulfur dioxide": 30.0,
+          "density": 0.9968,
+          "pH": 3.23,
+          "sulphates": 0.73,
+          "alcohol": 9.7,
+          "quality": 7,
+          "Id": 37
+        }
+      },
+      {
+        "scenario_id": "155",
+        "features": {
+          "fixed acidity": 7.6,
+          "volatile acidity": 0.5,
+          "citric acid": 0.29,
+          "residual sugar": 2.3,
+          "chlorides": 0.086,
+          "free sulfur dioxide": 5.0,
+          "total sulfur dioxide": 14.0,
+          "density": 0.99502,
+          "pH": 3.32,
+          "sulphates": 0.62,
+          "alcohol": 11.5,
+          "quality": 6,
+          "Id": 1169
+        }
+      },
+      {
+        "scenario_id": "156",
+        "features": {
+          "fixed acidity": 7.6,
+          "volatile acidity": 0.715,
+          "citric acid": 0.0,
+          "residual sugar": 2.1,
+          "chlorides": 0.068,
+          "free sulfur dioxide": 30.0,
+          "total sulfur dioxide": 35.0,
+          "density": 0.99533,
+          "pH": 3.48,
+          "sulphates": 0.65,
+          "alcohol": 11.4,
+          "quality": 6,
+          "Id": 881
+        }
+      },
+      {
+        "scenario_id": "157",
+        "features": {
+          "fixed acidity": 7.6,
+          "volatile acidity": 0.43,
+          "citric acid": 0.29,
+          "residual sugar": 2.1,
+          "chlorides": 0.075,
+          "free sulfur dioxide": 19.0,
+          "total sulfur dioxide": 66.0,
+          "density": 0.99718,
+          "pH": 3.4,
+          "sulphates": 0.64,
+          "alcohol": 9.5,
+          "quality": 5,
+          "Id": 1229
+        }
+      },
+      {
+        "scenario_id": "158",
+        "features": {
+          "fixed acidity": 6.7,
+          "volatile acidity": 0.32,
+          "citric acid": 0.44,
+          "residual sugar": 2.4,
+          "chlorides": 0.061,
+          "free sulfur dioxide": 24.0,
+          "total sulfur dioxide": 34.0,
+          "density": 0.99484,
+          "pH": 3.29,
+          "sulphates": 0.8,
+          "alcohol": 11.6,
+          "quality": 7,
+          "Id": 1584
+        }
+      },
+      {
+        "scenario_id": "159",
+        "features": {
+          "fixed acidity": 10.4,
+          "volatile acidity": 0.33,
+          "citric acid": 0.63,
+          "residual sugar": 2.8,
+          "chlorides": 0.084,
+          "free sulfur dioxide": 5.0,
+          "total sulfur dioxide": 22.0,
+          "density": 0.9998,
+          "pH": 3.26,
+          "sulphates": 0.74,
+          "alcohol": 11.2,
+          "quality": 7,
+          "Id": 453
+        }
+      },
+      {
+        "scenario_id": "160",
+        "features": {
+          "fixed acidity": 10.3,
+          "volatile acidity": 0.32,
+          "citric acid": 0.45,
+          "residual sugar": 6.4,
+          "chlorides": 0.073,
+          "free sulfur dioxide": 5.0,
+          "total sulfur dioxide": 13.0,
+          "density": 0.9976,
+          "pH": 3.23,
+          "sulphates": 0.82,
+          "alcohol": 12.6,
+          "quality": 8,
+          "Id": 278
+        }
+      },
+      {
+        "scenario_id": "161",
+        "features": {
+          "fixed acidity": 8.2,
+          "volatile acidity": 0.51,
+          "citric acid": 0.24,
+          "residual sugar": 2.0,
+          "chlorides": 0.079,
+          "free sulfur dioxide": 16.0,
+          "total sulfur dioxide": 86.0,
+          "density": 0.99764,
+          "pH": 3.34,
+          "sulphates": 0.64,
+          "alcohol": 9.5,
+          "quality": 6,
+          "Id": 1139
+        }
+      },
+      {
+        "scenario_id": "162",
+        "features": {
+          "fixed acidity": 7.0,
+          "volatile acidity": 0.69,
+          "citric acid": 0.07,
+          "residual sugar": 2.5,
+          "chlorides": 0.091,
+          "free sulfur dioxide": 15.0,
+          "total sulfur dioxide": 21.0,
+          "density": 0.99572,
+          "pH": 3.38,
+          "sulphates": 0.6,
+          "alcohol": 11.3,
+          "quality": 6,
+          "Id": 1116
+        }
+      },
+      {
+        "scenario_id": "164",
+        "features": {
+          "fixed acidity": 8.9,
+          "volatile acidity": 0.12,
+          "citric acid": 0.45,
+          "residual sugar": 1.8,
+          "chlorides": 0.075,
+          "free sulfur dioxide": 10.0,
+          "total sulfur dioxide": 21.0,
+          "density": 0.99552,
+          "pH": 3.41,
+          "sulphates": 0.76,
+          "alcohol": 11.9,
+          "quality": 7,
+          "Id": 949
+        }
+      },
+      {
+        "scenario_id": "165",
+        "features": {
+          "fixed acidity": 11.5,
+          "volatile acidity": 0.3,
+          "citric acid": 0.6,
+          "residual sugar": 2.0,
+          "chlorides": 0.067,
+          "free sulfur dioxide": 12.0,
+          "total sulfur dioxide": 27.0,
+          "density": 0.9981,
+          "pH": 3.11,
+          "sulphates": 0.97,
+          "alcohol": 10.1,
+          "quality": 6,
+          "Id": 197
+        }
+      },
+      {
+        "scenario_id": "166",
+        "features": {
+          "fixed acidity": 7.4,
+          "volatile acidity": 0.55,
+          "citric acid": 0.19,
+          "residual sugar": 1.8,
+          "chlorides": 0.0819999999999999,
+          "free sulfur dioxide": 15.0,
+          "total sulfur dioxide": 34.0,
+          "density": 0.99655,
+          "pH": 3.49,
+          "sulphates": 0.68,
+          "alcohol": 10.5,
+          "quality": 5,
+          "Id": 1245
+        }
+      },
+      {
+        "scenario_id": "167",
+        "features": {
+          "fixed acidity": 10.0,
+          "volatile acidity": 0.26,
+          "citric acid": 0.54,
+          "residual sugar": 1.9,
+          "chlorides": 0.083,
+          "free sulfur dioxide": 42.0,
+          "total sulfur dioxide": 74.0,
+          "density": 0.99451,
+          "pH": 2.98,
+          "sulphates": 0.63,
+          "alcohol": 11.8,
+          "quality": 8,
+          "Id": 1090
+        }
+      },
+      {
+        "scenario_id": "170",
+        "features": {
+          "fixed acidity": 11.9,
+          "volatile acidity": 0.695,
+          "citric acid": 0.53,
+          "residual sugar": 3.4,
+          "chlorides": 0.128,
+          "free sulfur dioxide": 7.0,
+          "total sulfur dioxide": 21.0,
+          "density": 0.9992,
+          "pH": 3.17,
+          "sulphates": 0.84,
+          "alcohol": 12.2,
+          "quality": 7,
+          "Id": 335
+        }
+      },
+      {
+        "scenario_id": "171",
+        "features": {
+          "fixed acidity": 9.3,
+          "volatile acidity": 0.36,
+          "citric acid": 0.39,
+          "residual sugar": 1.5,
+          "chlorides": 0.08,
+          "free sulfur dioxide": 41.0,
+          "total sulfur dioxide": 55.0,
+          "density": 0.99652,
+          "pH": 3.47,
+          "sulphates": 0.73,
+          "alcohol": 10.9,
+          "quality": 6,
+          "Id": 853
+        }
+      },
+      {
+        "scenario_id": "172",
+        "features": {
+          "fixed acidity": 6.5,
+          "volatile acidity": 0.61,
+          "citric acid": 0.0,
+          "residual sugar": 2.2,
+          "chlorides": 0.095,
+          "free sulfur dioxide": 48.0,
+          "total sulfur dioxide": 59.0,
+          "density": 0.99541,
+          "pH": 3.61,
+          "sulphates": 0.7,
+          "alcohol": 11.5,
+          "quality": 6,
+          "Id": 1175
+        }
+      },
+      {
+        "scenario_id": "173",
+        "features": {
+          "fixed acidity": 7.7,
+          "volatile acidity": 0.96,
+          "citric acid": 0.2,
+          "residual sugar": 2.0,
+          "chlorides": 0.047,
+          "free sulfur dioxide": 15.0,
+          "total sulfur dioxide": 60.0,
+          "density": 0.9955,
+          "pH": 3.36,
+          "sulphates": 0.44,
+          "alcohol": 10.9,
+          "quality": 5,
+          "Id": 422
+        }
+      },
+      {
+        "scenario_id": "174",
+        "features": {
+          "fixed acidity": 6.8,
+          "volatile acidity": 0.77,
+          "citric acid": 0.0,
+          "residual sugar": 1.8,
+          "chlorides": 0.066,
+          "free sulfur dioxide": 34.0,
+          "total sulfur dioxide": 52.0,
+          "density": 0.9976,
+          "pH": 3.62,
+          "sulphates": 0.68,
+          "alcohol": 9.9,
+          "quality": 5,
+          "Id": 419
+        }
+      },
+      {
+        "scenario_id": "176",
+        "features": {
+          "fixed acidity": 8.9,
+          "volatile acidity": 0.4,
+          "citric acid": 0.51,
+          "residual sugar": 2.6,
+          "chlorides": 0.052,
+          "free sulfur dioxide": 13.0,
+          "total sulfur dioxide": 27.0,
+          "density": 0.995,
+          "pH": 3.32,
+          "sulphates": 0.9,
+          "alcohol": 13.4,
+          "quality": 7,
+          "Id": 492
+        }
+      },
+      {
+        "scenario_id": "177",
+        "features": {
+          "fixed acidity": 5.0,
+          "volatile acidity": 0.38,
+          "citric acid": 0.01,
+          "residual sugar": 1.6,
+          "chlorides": 0.048,
+          "free sulfur dioxide": 26.0,
+          "total sulfur dioxide": 60.0,
+          "density": 0.99084,
+          "pH": 3.7,
+          "sulphates": 0.75,
+          "alcohol": 14.0,
+          "quality": 6,
+          "Id": 1270
+        }
+      },
+      {
+        "scenario_id": "179",
+        "features": {
+          "fixed acidity": 7.9,
+          "volatile acidity": 0.33,
+          "citric acid": 0.23,
+          "residual sugar": 1.7,
+          "chlorides": 0.077,
+          "free sulfur dioxide": 18.0,
+          "total sulfur dioxide": 45.0,
+          "density": 0.99625,
+          "pH": 3.29,
+          "sulphates": 0.65,
+          "alcohol": 9.3,
+          "quality": 5,
+          "Id": 260
+        }
+      },
+      {
+        "scenario_id": "180",
+        "features": {
+          "fixed acidity": 8.2,
+          "volatile acidity": 0.33,
+          "citric acid": 0.39,
+          "residual sugar": 2.5,
+          "chlorides": 0.074,
+          "free sulfur dioxide": 29.0,
+          "total sulfur dioxide": 48.0,
+          "density": 0.99528,
+          "pH": 3.32,
+          "sulphates": 0.88,
+          "alcohol": 12.4,
+          "quality": 7,
+          "Id": 1167
+        }
+      },
+      {
+        "scenario_id": "181",
+        "features": {
+          "fixed acidity": 7.5,
+          "volatile acidity": 0.4,
+          "citric acid": 0.18,
+          "residual sugar": 1.6,
+          "chlorides": 0.079,
+          "free sulfur dioxide": 24.0,
+          "total sulfur dioxide": 58.0,
+          "density": 0.9965,
+          "pH": 3.34,
+          "sulphates": 0.58,
+          "alcohol": 9.4,
+          "quality": 5,
+          "Id": 1421
+        }
+      },
+      {
+        "scenario_id": "182",
+        "features": {
+          "fixed acidity": 7.3,
+          "volatile acidity": 0.51,
+          "citric acid": 0.18,
+          "residual sugar": 2.1,
+          "chlorides": 0.07,
+          "free sulfur dioxide": 12.0,
+          "total sulfur dioxide": 28.0,
+          "density": 0.99768,
+          "pH": 3.52,
+          "sulphates": 0.73,
+          "alcohol": 9.5,
+          "quality": 6,
+          "Id": 745
+        }
+      },
+      {
+        "scenario_id": "183",
+        "features": {
+          "fixed acidity": 7.8,
+          "volatile acidity": 0.53,
+          "citric acid": 0.01,
+          "residual sugar": 1.6,
+          "chlorides": 0.077,
+          "free sulfur dioxide": 3.0,
+          "total sulfur dioxide": 19.0,
+          "density": 0.995,
+          "pH": 3.16,
+          "sulphates": 0.46,
+          "alcohol": 9.8,
+          "quality": 5,
+          "Id": 1420
+        }
+      },
+      {
+        "scenario_id": "184",
+        "features": {
+          "fixed acidity": 8.8,
+          "volatile acidity": 0.46,
+          "citric acid": 0.45,
+          "residual sugar": 2.6,
+          "chlorides": 0.065,
+          "free sulfur dioxide": 7.0,
+          "total sulfur dioxide": 18.0,
+          "density": 0.9947,
+          "pH": 3.32,
+          "sulphates": 0.79,
+          "alcohol": 14.0,
+          "quality": 6,
+          "Id": 467
+        }
+      },
+      {
+        "scenario_id": "185",
+        "features": {
+          "fixed acidity": 10.0,
+          "volatile acidity": 0.49,
+          "citric acid": 0.2,
+          "residual sugar": 11.0,
+          "chlorides": 0.071,
+          "free sulfur dioxide": 13.0,
+          "total sulfur dioxide": 50.0,
+          "density": 1.0015,
+          "pH": 3.16,
+          "sulphates": 0.69,
+          "alcohol": 9.2,
+          "quality": 6,
+          "Id": 325
+        }
+      },
+      {
+        "scenario_id": "186",
+        "features": {
+          "fixed acidity": 11.6,
+          "volatile acidity": 0.42,
+          "citric acid": 0.53,
+          "residual sugar": 3.3,
+          "chlorides": 0.105,
+          "free sulfur dioxide": 33.0,
+          "total sulfur dioxide": 98.0,
+          "density": 1.001,
+          "pH": 3.2,
+          "sulphates": 0.95,
+          "alcohol": 9.2,
+          "quality": 5,
+          "Id": 289
+        }
+      },
+      {
+        "scenario_id": "187",
+        "features": {
+          "fixed acidity": 8.1,
+          "volatile acidity": 0.87,
+          "citric acid": 0.0,
+          "residual sugar": 3.3,
+          "chlorides": 0.096,
+          "free sulfur dioxide": 26.0,
+          "total sulfur dioxide": 61.0,
+          "density": 1.00025,
+          "pH": 3.6,
+          "sulphates": 0.72,
+          "alcohol": 9.8,
+          "quality": 4,
+          "Id": 266
+        }
+      },
+      {
+        "scenario_id": "188",
+        "features": {
+          "fixed acidity": 7.6,
+          "volatile acidity": 0.43,
+          "citric acid": 0.31,
+          "residual sugar": 2.1,
+          "chlorides": 0.069,
+          "free sulfur dioxide": 13.0,
+          "total sulfur dioxide": 74.0,
+          "density": 0.9958,
+          "pH": 3.26,
+          "sulphates": 0.54,
+          "alcohol": 9.9,
+          "quality": 6,
+          "Id": 1431
+        }
+      },
+      {
+        "scenario_id": "189",
+        "features": {
+          "fixed acidity": 8.3,
+          "volatile acidity": 0.53,
+          "citric acid": 0.0,
+          "residual sugar": 1.4,
+          "chlorides": 0.07,
+          "free sulfur dioxide": 6.0,
+          "total sulfur dioxide": 14.0,
+          "density": 0.99593,
+          "pH": 3.25,
+          "sulphates": 0.64,
+          "alcohol": 10.0,
+          "quality": 6,
+          "Id": 1110
+        }
+      },
+      {
+        "scenario_id": "190",
+        "features": {
+          "fixed acidity": 7.4,
+          "volatile acidity": 0.53,
+          "citric acid": 0.26,
+          "residual sugar": 2.0,
+          "chlorides": 0.1009999999999999,
+          "free sulfur dioxide": 16.0,
+          "total sulfur dioxide": 72.0,
+          "density": 0.9957,
+          "pH": 3.15,
+          "sulphates": 0.57,
+          "alcohol": 9.4,
+          "quality": 5,
+          "Id": 221
+        }
+      },
+      {
+        "scenario_id": "191",
+        "features": {
+          "fixed acidity": 6.6,
+          "volatile acidity": 0.52,
+          "citric acid": 0.04,
+          "residual sugar": 2.2,
+          "chlorides": 0.069,
+          "free sulfur dioxide": 8.0,
+          "total sulfur dioxide": 15.0,
+          "density": 0.9956,
+          "pH": 3.4,
+          "sulphates": 0.63,
+          "alcohol": 9.4,
+          "quality": 6,
+          "Id": 51
+        }
+      },
+      {
+        "scenario_id": "192",
+        "features": {
+          "fixed acidity": 9.5,
+          "volatile acidity": 0.46,
+          "citric acid": 0.49,
+          "residual sugar": 6.3,
+          "chlorides": 0.064,
+          "free sulfur dioxide": 5.0,
+          "total sulfur dioxide": 17.0,
+          "density": 0.9988,
+          "pH": 3.21,
+          "sulphates": 0.73,
+          "alcohol": 11.0,
+          "quality": 6,
+          "Id": 541
+        }
+      },
+      {
+        "scenario_id": "193",
+        "features": {
+          "fixed acidity": 9.3,
+          "volatile acidity": 0.27,
+          "citric acid": 0.41,
+          "residual sugar": 2.0,
+          "chlorides": 0.091,
+          "free sulfur dioxide": 6.0,
+          "total sulfur dioxide": 16.0,
+          "density": 0.998,
+          "pH": 3.28,
+          "sulphates": 0.7,
+          "alcohol": 9.7,
+          "quality": 5,
+          "Id": 476
+        }
+      },
+      {
+        "scenario_id": "194",
+        "features": {
+          "fixed acidity": 5.0,
+          "volatile acidity": 1.02,
+          "citric acid": 0.04,
+          "residual sugar": 1.4,
+          "chlorides": 0.045,
+          "free sulfur dioxide": 41.0,
+          "total sulfur dioxide": 85.0,
+          "density": 0.9938,
+          "pH": 3.75,
+          "sulphates": 0.48,
+          "alcohol": 10.5,
+          "quality": 4,
+          "Id": 94
+        }
+      },
+      {
+        "scenario_id": "195",
+        "features": {
+          "fixed acidity": 7.0,
+          "volatile acidity": 0.49,
+          "citric acid": 0.49,
+          "residual sugar": 5.6,
+          "chlorides": 0.06,
+          "free sulfur dioxide": 26.0,
+          "total sulfur dioxide": 121.0,
+          "density": 0.9974,
+          "pH": 3.34,
+          "sulphates": 0.76,
+          "alcohol": 10.5,
+          "quality": 5,
+          "Id": 215
+        }
+      },
+      {
+        "scenario_id": "196",
+        "features": {
+          "fixed acidity": 7.4,
+          "volatile acidity": 0.635,
+          "citric acid": 0.1,
+          "residual sugar": 2.4,
+          "chlorides": 0.08,
+          "free sulfur dioxide": 16.0,
+          "total sulfur dioxide": 33.0,
+          "density": 0.99736,
+          "pH": 3.58,
+          "sulphates": 0.69,
+          "alcohol": 10.8,
+          "quality": 7,
+          "Id": 902
+        }
+      },
+      {
+        "scenario_id": "197",
+        "features": {
+          "fixed acidity": 7.9,
+          "volatile acidity": 0.35,
+          "citric acid": 0.46,
+          "residual sugar": 3.6,
+          "chlorides": 0.078,
+          "free sulfur dioxide": 15.0,
+          "total sulfur dioxide": 37.0,
+          "density": 0.9973,
+          "pH": 3.35,
+          "sulphates": 0.86,
+          "alcohol": 12.8,
+          "quality": 8,
+          "Id": 267
+        }
+      },
+      {
+        "scenario_id": "198",
+        "features": {
+          "fixed acidity": 7.0,
+          "volatile acidity": 0.23,
+          "citric acid": 0.4,
+          "residual sugar": 1.6,
+          "chlorides": 0.063,
+          "free sulfur dioxide": 21.0,
+          "total sulfur dioxide": 67.0,
+          "density": 0.9952,
+          "pH": 3.5,
+          "sulphates": 0.63,
+          "alcohol": 11.1,
+          "quality": 5,
+          "Id": 454
+        }
+      },
+      {
+        "scenario_id": "199",
+        "features": {
+          "fixed acidity": 8.4,
+          "volatile acidity": 0.52,
+          "citric acid": 0.22,
+          "residual sugar": 2.7,
+          "chlorides": 0.084,
+          "free sulfur dioxide": 4.0,
+          "total sulfur dioxide": 18.0,
+          "density": 0.99682,
+          "pH": 3.26,
+          "sulphates": 0.57,
+          "alcohol": 9.9,
+          "quality": 6,
+          "Id": 804
+        }
+      },
+      {
+        "scenario_id": "200",
+        "features": {
+          "fixed acidity": 7.2,
+          "volatile acidity": 0.73,
+          "citric acid": 0.02,
+          "residual sugar": 2.5,
+          "chlorides": 0.076,
+          "free sulfur dioxide": 16.0,
+          "total sulfur dioxide": 42.0,
+          "density": 0.9972,
+          "pH": 3.44,
+          "sulphates": 0.52,
+          "alcohol": 9.3,
+          "quality": 5,
+          "Id": 182
+        }
+      },
+      {
+        "scenario_id": "201",
+        "features": {
+          "fixed acidity": 7.4,
+          "volatile acidity": 0.49,
+          "citric acid": 0.27,
+          "residual sugar": 2.1,
+          "chlorides": 0.071,
+          "free sulfur dioxide": 14.0,
+          "total sulfur dioxide": 25.0,
+          "density": 0.99388,
+          "pH": 3.35,
+          "sulphates": 0.63,
+          "alcohol": 12.0,
+          "quality": 6,
+          "Id": 1101
+        }
+      },
+      {
+        "scenario_id": "202",
+        "features": {
+          "fixed acidity": 7.2,
+          "volatile acidity": 0.36,
+          "citric acid": 0.46,
+          "residual sugar": 2.1,
+          "chlorides": 0.074,
+          "free sulfur dioxide": 24.0,
+          "total sulfur dioxide": 44.0,
+          "density": 0.99534,
+          "pH": 3.4,
+          "sulphates": 0.85,
+          "alcohol": 11.0,
+          "quality": 7,
+          "Id": 1208
+        }
+      },
+      {
+        "scenario_id": "203",
+        "features": {
+          "fixed acidity": 14.3,
+          "volatile acidity": 0.31,
+          "citric acid": 0.74,
+          "residual sugar": 1.8,
+          "chlorides": 0.075,
+          "free sulfur dioxide": 6.0,
+          "total sulfur dioxide": 15.0,
+          "density": 1.0008,
+          "pH": 2.86,
+          "sulphates": 0.79,
+          "alcohol": 8.4,
+          "quality": 6,
+          "Id": 544
+        }
+      },
+      {
+        "scenario_id": "204",
+        "features": {
+          "fixed acidity": 6.9,
+          "volatile acidity": 0.63,
+          "citric acid": 0.01,
+          "residual sugar": 2.4,
+          "chlorides": 0.076,
+          "free sulfur dioxide": 14.0,
+          "total sulfur dioxide": 39.0,
+          "density": 0.99522,
+          "pH": 3.34,
+          "sulphates": 0.53,
+          "alcohol": 10.8,
+          "quality": 6,
+          "Id": 1463
+        }
+      },
+      {
+        "scenario_id": "205",
+        "features": {
+          "fixed acidity": 7.1,
+          "volatile acidity": 0.6,
+          "citric acid": 0.0,
+          "residual sugar": 1.8,
+          "chlorides": 0.074,
+          "free sulfur dioxide": 16.0,
+          "total sulfur dioxide": 34.0,
+          "density": 0.9972,
+          "pH": 3.47,
+          "sulphates": 0.7,
+          "alcohol": 9.9,
+          "quality": 6,
+          "Id": 251
+        }
+      },
+      {
+        "scenario_id": "206",
+        "features": {
+          "fixed acidity": 9.2,
+          "volatile acidity": 0.46,
+          "citric acid": 0.23,
+          "residual sugar": 2.6,
+          "chlorides": 0.091,
+          "free sulfur dioxide": 18.0,
+          "total sulfur dioxide": 77.0,
+          "density": 0.99922,
+          "pH": 3.15,
+          "sulphates": 0.51,
+          "alcohol": 9.4,
+          "quality": 5,
+          "Id": 1225
+        }
+      },
+      {
+        "scenario_id": "207",
+        "features": {
+          "fixed acidity": 7.1,
+          "volatile acidity": 0.6,
+          "citric acid": 0.01,
+          "residual sugar": 2.3,
+          "chlorides": 0.079,
+          "free sulfur dioxide": 24.0,
+          "total sulfur dioxide": 37.0,
+          "density": 0.99514,
+          "pH": 3.4,
+          "sulphates": 0.61,
+          "alcohol": 10.9,
+          "quality": 6,
+          "Id": 1250
+        }
+      },
+      {
+        "scenario_id": "208",
+        "features": {
+          "fixed acidity": 5.9,
+          "volatile acidity": 0.61,
+          "citric acid": 0.08,
+          "residual sugar": 2.1,
+          "chlorides": 0.071,
+          "free sulfur dioxide": 16.0,
+          "total sulfur dioxide": 24.0,
+          "density": 0.99376,
+          "pH": 3.56,
+          "sulphates": 0.77,
+          "alcohol": 11.1,
+          "quality": 6,
+          "Id": 831
+        }
+      },
+      {
+        "scenario_id": "209",
+        "features": {
+          "fixed acidity": 12.6,
+          "volatile acidity": 0.31,
+          "citric acid": 0.72,
+          "residual sugar": 2.2,
+          "chlorides": 0.072,
+          "free sulfur dioxide": 6.0,
+          "total sulfur dioxide": 29.0,
+          "density": 0.9987,
+          "pH": 2.88,
+          "sulphates": 0.82,
+          "alcohol": 9.8,
+          "quality": 8,
+          "Id": 440
+        }
+      },
+      {
+        "scenario_id": "210",
+        "features": {
+          "fixed acidity": 8.2,
+          "volatile acidity": 0.635,
+          "citric acid": 0.1,
+          "residual sugar": 2.1,
+          "chlorides": 0.073,
+          "free sulfur dioxide": 25.0,
+          "total sulfur dioxide": 60.0,
+          "density": 0.99638,
+          "pH": 3.29,
+          "sulphates": 0.75,
+          "alcohol": 10.9,
+          "quality": 6,
+          "Id": 1291
+        }
+      },
+      {
+        "scenario_id": "211",
+        "features": {
+          "fixed acidity": 6.2,
+          "volatile acidity": 0.39,
+          "citric acid": 0.43,
+          "residual sugar": 2.0,
+          "chlorides": 0.071,
+          "free sulfur dioxide": 14.0,
+          "total sulfur dioxide": 24.0,
+          "density": 0.99428,
+          "pH": 3.45,
+          "sulphates": 0.87,
+          "alcohol": 11.2,
+          "quality": 7,
+          "Id": 1209
+        }
+      },
+      {
+        "scenario_id": "212",
+        "features": {
+          "fixed acidity": 9.1,
+          "volatile acidity": 0.68,
+          "citric acid": 0.11,
+          "residual sugar": 2.8,
+          "chlorides": 0.093,
+          "free sulfur dioxide": 11.0,
+          "total sulfur dioxide": 44.0,
+          "density": 0.99888,
+          "pH": 3.31,
+          "sulphates": 0.55,
+          "alcohol": 9.5,
+          "quality": 6,
+          "Id": 764
+        }
+      },
+      {
+        "scenario_id": "213",
+        "features": {
+          "fixed acidity": 7.4,
+          "volatile acidity": 0.49,
+          "citric acid": 0.19,
+          "residual sugar": 3.0,
+          "chlorides": 0.077,
+          "free sulfur dioxide": 16.0,
+          "total sulfur dioxide": 37.0,
+          "density": 0.9966,
+          "pH": 3.37,
+          "sulphates": 0.51,
+          "alcohol": 10.5,
+          "quality": 5,
+          "Id": 707
+        }
+      },
+      {
+        "scenario_id": "214",
+        "features": {
+          "fixed acidity": 7.7,
+          "volatile acidity": 0.56,
+          "citric acid": 0.08,
+          "residual sugar": 2.5,
+          "chlorides": 0.114,
+          "free sulfur dioxide": 14.0,
+          "total sulfur dioxide": 46.0,
+          "density": 0.9971,
+          "pH": 3.24,
+          "sulphates": 0.66,
+          "alcohol": 9.6,
+          "quality": 6,
+          "Id": 803
+        }
+      },
+      {
+        "scenario_id": "215",
+        "features": {
+          "fixed acidity": 12.0,
+          "volatile acidity": 0.28,
+          "citric acid": 0.49,
+          "residual sugar": 1.9,
+          "chlorides": 0.074,
+          "free sulfur dioxide": 10.0,
+          "total sulfur dioxide": 21.0,
+          "density": 0.9976,
+          "pH": 2.98,
+          "sulphates": 0.66,
+          "alcohol": 9.9,
+          "quality": 7,
+          "Id": 583
+        }
+      },
+      {
+        "scenario_id": "216",
+        "features": {
+          "fixed acidity": 8.2,
+          "volatile acidity": 0.35,
+          "citric acid": 0.33,
+          "residual sugar": 2.4,
+          "chlorides": 0.076,
+          "free sulfur dioxide": 11.0,
+          "total sulfur dioxide": 47.0,
+          "density": 0.99599,
+          "pH": 3.27,
+          "sulphates": 0.81,
+          "alcohol": 11.0,
+          "quality": 6,
+          "Id": 1179
+        }
+      },
+      {
+        "scenario_id": "217",
+        "features": {
+          "fixed acidity": 6.5,
+          "volatile acidity": 0.53,
+          "citric acid": 0.06,
+          "residual sugar": 2.0,
+          "chlorides": 0.063,
+          "free sulfur dioxide": 29.0,
+          "total sulfur dioxide": 44.0,
+          "density": 0.99489,
+          "pH": 3.38,
+          "sulphates": 0.83,
+          "alcohol": 10.3,
+          "quality": 6,
+          "Id": 1517
+        }
+      },
+      {
+        "scenario_id": "218",
+        "features": {
+          "fixed acidity": 7.4,
+          "volatile acidity": 0.39,
+          "citric acid": 0.48,
+          "residual sugar": 2.0,
+          "chlorides": 0.0819999999999999,
+          "free sulfur dioxide": 14.0,
+          "total sulfur dioxide": 67.0,
+          "density": 0.9972,
+          "pH": 3.34,
+          "sulphates": 0.55,
+          "alcohol": 9.2,
+          "quality": 5,
+          "Id": 186
+        }
+      },
+      {
+        "scenario_id": "219",
+        "features": {
+          "fixed acidity": 7.1,
+          "volatile acidity": 0.755,
+          "citric acid": 0.15,
+          "residual sugar": 1.8,
+          "chlorides": 0.107,
+          "free sulfur dioxide": 20.0,
+          "total sulfur dioxide": 84.0,
+          "density": 0.99593,
+          "pH": 3.19,
+          "sulphates": 0.5,
+          "alcohol": 9.5,
+          "quality": 5,
+          "Id": 1384
+        }
+      },
+      {
+        "scenario_id": "220",
+        "features": {
+          "fixed acidity": 11.3,
+          "volatile acidity": 0.34,
+          "citric acid": 0.45,
+          "residual sugar": 2.0,
+          "chlorides": 0.0819999999999999,
+          "free sulfur dioxide": 6.0,
+          "total sulfur dioxide": 15.0,
+          "density": 0.9988,
+          "pH": 2.94,
+          "sulphates": 0.66,
+          "alcohol": 9.2,
+          "quality": 6,
+          "Id": 669
+        }
+      },
+      {
+        "scenario_id": "221",
+        "features": {
+          "fixed acidity": 6.7,
+          "volatile acidity": 0.46,
+          "citric acid": 0.24,
+          "residual sugar": 1.7,
+          "chlorides": 0.077,
+          "free sulfur dioxide": 18.0,
+          "total sulfur dioxide": 34.0,
+          "density": 0.9948,
+          "pH": 3.39,
+          "sulphates": 0.6,
+          "alcohol": 10.6,
+          "quality": 6,
+          "Id": 1326
+        }
+      },
+      {
+        "scenario_id": "222",
+        "features": {
+          "fixed acidity": 7.8,
+          "volatile acidity": 0.5,
+          "citric acid": 0.12,
+          "residual sugar": 1.8,
+          "chlorides": 0.178,
+          "free sulfur dioxide": 6.0,
+          "total sulfur dioxide": 21.0,
+          "density": 0.996,
+          "pH": 3.28,
+          "sulphates": 0.87,
+          "alcohol": 9.8,
+          "quality": 6,
+          "Id": 1146
+        }
+      },
+      {
+        "scenario_id": "223",
+        "features": {
+          "fixed acidity": 7.2,
+          "volatile acidity": 0.695,
+          "citric acid": 0.13,
+          "residual sugar": 2.0,
+          "chlorides": 0.076,
+          "free sulfur dioxide": 12.0,
+          "total sulfur dioxide": 20.0,
+          "density": 0.99546,
+          "pH": 3.29,
+          "sulphates": 0.54,
+          "alcohol": 10.1,
+          "quality": 5,
+          "Id": 1562
+        }
+      },
+      {
+        "scenario_id": "224",
+        "features": {
+          "fixed acidity": 7.4,
+          "volatile acidity": 0.785,
+          "citric acid": 0.19,
+          "residual sugar": 5.2,
+          "chlorides": 0.094,
+          "free sulfur dioxide": 19.0,
+          "total sulfur dioxide": 98.0,
+          "density": 0.99713,
+          "pH": 3.16,
+          "sulphates": 0.52,
+          "alcohol": 9.6,
+          "quality": 6,
+          "Id": 1445
+        }
+      },
+      {
+        "scenario_id": "225",
+        "features": {
+          "fixed acidity": 10.8,
+          "volatile acidity": 0.32,
+          "citric acid": 0.44,
+          "residual sugar": 1.6,
+          "chlorides": 0.063,
+          "free sulfur dioxide": 16.0,
+          "total sulfur dioxide": 37.0,
+          "density": 0.9985,
+          "pH": 3.22,
+          "sulphates": 0.78,
+          "alcohol": 10.0,
+          "quality": 6,
+          "Id": 250
+        }
+      },
+      {
+        "scenario_id": "226",
+        "features": {
+          "fixed acidity": 6.4,
+          "volatile acidity": 0.64,
+          "citric acid": 0.21,
+          "residual sugar": 1.8,
+          "chlorides": 0.081,
+          "free sulfur dioxide": 14.0,
+          "total sulfur dioxide": 31.0,
+          "density": 0.99689,
+          "pH": 3.59,
+          "sulphates": 0.66,
+          "alcohol": 9.8,
+          "quality": 5,
+          "Id": 848
+        }
+      },
+      {
+        "scenario_id": "227",
+        "features": {
+          "fixed acidity": 7.8,
+          "volatile acidity": 0.41,
+          "citric acid": 0.68,
+          "residual sugar": 1.7,
+          "chlorides": 0.467,
+          "free sulfur dioxide": 18.0,
+          "total sulfur dioxide": 69.0,
+          "density": 0.9973,
+          "pH": 3.08,
+          "sulphates": 1.31,
+          "alcohol": 9.3,
+          "quality": 5,
+          "Id": 106
+        }
+      },
+      {
+        "scenario_id": "228",
+        "features": {
+          "fixed acidity": 9.9,
+          "volatile acidity": 0.32,
+          "citric acid": 0.56,
+          "residual sugar": 2.0,
+          "chlorides": 0.073,
+          "free sulfur dioxide": 3.0,
+          "total sulfur dioxide": 8.0,
+          "density": 0.99534,
+          "pH": 3.15,
+          "sulphates": 0.73,
+          "alcohol": 11.4,
+          "quality": 6,
+          "Id": 1076
+        }
+      }
+    ],
+    "target_column": "quality",
+    "task_sub_type": "classification",
+    "ranking_ground_truth": {
+      "top_k_ids": [
+        "006",
+        "043",
+        "070",
+        "074",
+        "075",
+        "096",
+        "106",
+        "113",
+        "118",
+        "126",
+        "144",
+        "160",
+        "167",
+        "197",
+        "209"
+      ]
     },
-    "final_decision": {},
-    "what_if": {},
-    "ground_truth": {
-        "extracted_features": [
-            {
-                "scenario_id": "001",
-                "features": {
-                    "fixed acidity": 8.6,
-                    "volatile acidity": 0.315,
-                    "citric acid": 0.4,
-                    "residual sugar": 2.2,
-                    "chlorides": 0.079,
-                    "free sulfur dioxide": 3.0,
-                    "total sulfur dioxide": 6.0,
-                    "density": 0.99512,
-                    "pH": 3.27,
-                    "sulphates": 0.67,
-                    "alcohol": 11.9,
-                    "quality": 6,
-                    "Id": 915
-                }
-            },
-            {
-                "scenario_id": "002",
-                "features": {
-                    "fixed acidity": 7.9,
-                    "volatile acidity": 0.65,
-                    "citric acid": 0.01,
-                    "residual sugar": 2.5,
-                    "chlorides": 0.078,
-                    "free sulfur dioxide": 17.0,
-                    "total sulfur dioxide": 38.0,
-                    "density": 0.9963,
-                    "pH": 3.34,
-                    "sulphates": 0.74,
-                    "alcohol": 11.7,
-                    "quality": 7,
-                    "Id": 334
-                }
-            },
-            {
-                "scenario_id": "003",
-                "features": {
-                    "fixed acidity": 7.5,
-                    "volatile acidity": 0.49,
-                    "citric acid": 0.19,
-                    "residual sugar": 1.9,
-                    "chlorides": 0.076,
-                    "free sulfur dioxide": 10.0,
-                    "total sulfur dioxide": 44.0,
-                    "density": 0.9957,
-                    "pH": 3.39,
-                    "sulphates": 0.54,
-                    "alcohol": 9.7,
-                    "quality": 5,
-                    "Id": 218
-                }
-            },
-            {
-                "scenario_id": "004",
-                "features": {
-                    "fixed acidity": 5.2,
-                    "volatile acidity": 0.645,
-                    "citric acid": 0.0,
-                    "residual sugar": 2.15,
-                    "chlorides": 0.08,
-                    "free sulfur dioxide": 15.0,
-                    "total sulfur dioxide": 28.0,
-                    "density": 0.99444,
-                    "pH": 3.78,
-                    "sulphates": 0.61,
-                    "alcohol": 12.5,
-                    "quality": 6,
-                    "Id": 1300
-                }
-            },
-            {
-                "scenario_id": "005",
-                "features": {
-                    "fixed acidity": 7.0,
-                    "volatile acidity": 0.805,
-                    "citric acid": 0.0,
-                    "residual sugar": 2.5,
-                    "chlorides": 0.068,
-                    "free sulfur dioxide": 7.0,
-                    "total sulfur dioxide": 20.0,
-                    "density": 0.9969,
-                    "pH": 3.48,
-                    "sulphates": 0.56,
-                    "alcohol": 9.6,
-                    "quality": 5,
-                    "Id": 178
-                }
-            },
-            {
-                "scenario_id": "006",
-                "features": {
-                    "fixed acidity": 7.2,
-                    "volatile acidity": 0.33,
-                    "citric acid": 0.33,
-                    "residual sugar": 1.7,
-                    "chlorides": 0.061,
-                    "free sulfur dioxide": 3.0,
-                    "total sulfur dioxide": 13.0,
-                    "density": 0.996,
-                    "pH": 3.23,
-                    "sulphates": 1.1,
-                    "alcohol": 10.0,
-                    "quality": 8,
-                    "Id": 1403
-                }
-            },
-            {
-                "scenario_id": "007",
-                "features": {
-                    "fixed acidity": 8.0,
-                    "volatile acidity": 0.42,
-                    "citric acid": 0.17,
-                    "residual sugar": 2.0,
-                    "chlorides": 0.073,
-                    "free sulfur dioxide": 6.0,
-                    "total sulfur dioxide": 18.0,
-                    "density": 0.9972,
-                    "pH": 3.29,
-                    "sulphates": 0.61,
-                    "alcohol": 9.2,
-                    "quality": 6,
-                    "Id": 172
-                }
-            },
-            {
-                "scenario_id": "009",
-                "features": {
-                    "fixed acidity": 8.4,
-                    "volatile acidity": 0.29,
-                    "citric acid": 0.4,
-                    "residual sugar": 1.7,
-                    "chlorides": 0.067,
-                    "free sulfur dioxide": 8.0,
-                    "total sulfur dioxide": 20.0,
-                    "density": 0.99603,
-                    "pH": 3.39,
-                    "sulphates": 0.6,
-                    "alcohol": 10.5,
-                    "quality": 5,
-                    "Id": 1458
-                }
-            },
-            {
-                "scenario_id": "010",
-                "features": {
-                    "fixed acidity": 6.3,
-                    "volatile acidity": 0.68,
-                    "citric acid": 0.01,
-                    "residual sugar": 3.7,
-                    "chlorides": 0.103,
-                    "free sulfur dioxide": 32.0,
-                    "total sulfur dioxide": 54.0,
-                    "density": 0.99586,
-                    "pH": 3.51,
-                    "sulphates": 0.66,
-                    "alcohol": 11.3,
-                    "quality": 6,
-                    "Id": 1552
-                }
-            },
-            {
-                "scenario_id": "012",
-                "features": {
-                    "fixed acidity": 6.6,
-                    "volatile acidity": 0.64,
-                    "citric acid": 0.31,
-                    "residual sugar": 6.1,
-                    "chlorides": 0.083,
-                    "free sulfur dioxide": 7.0,
-                    "total sulfur dioxide": 49.0,
-                    "density": 0.99718,
-                    "pH": 3.35,
-                    "sulphates": 0.68,
-                    "alcohol": 10.3,
-                    "quality": 5,
-                    "Id": 1388
-                }
-            },
-            {
-                "scenario_id": "013",
-                "features": {
-                    "fixed acidity": 11.9,
-                    "volatile acidity": 0.58,
-                    "citric acid": 0.66,
-                    "residual sugar": 2.5,
-                    "chlorides": 0.072,
-                    "free sulfur dioxide": 6.0,
-                    "total sulfur dioxide": 37.0,
-                    "density": 0.9992,
-                    "pH": 3.05,
-                    "sulphates": 0.56,
-                    "alcohol": 10.0,
-                    "quality": 5,
-                    "Id": 362
-                }
-            },
-            {
-                "scenario_id": "014",
-                "features": {
-                    "fixed acidity": 11.1,
-                    "volatile acidity": 0.45,
-                    "citric acid": 0.73,
-                    "residual sugar": 3.2,
-                    "chlorides": 0.066,
-                    "free sulfur dioxide": 6.0,
-                    "total sulfur dioxide": 22.0,
-                    "density": 0.9986,
-                    "pH": 3.17,
-                    "sulphates": 0.66,
-                    "alcohol": 11.2,
-                    "quality": 6,
-                    "Id": 437
-                }
-            },
-            {
-                "scenario_id": "015",
-                "features": {
-                    "fixed acidity": 9.1,
-                    "volatile acidity": 0.5,
-                    "citric acid": 0.3,
-                    "residual sugar": 1.9,
-                    "chlorides": 0.065,
-                    "free sulfur dioxide": 8.0,
-                    "total sulfur dioxide": 17.0,
-                    "density": 0.99774,
-                    "pH": 3.32,
-                    "sulphates": 0.71,
-                    "alcohol": 10.5,
-                    "quality": 6,
-                    "Id": 980
-                }
-            },
-            {
-                "scenario_id": "016",
-                "features": {
-                    "fixed acidity": 11.8,
-                    "volatile acidity": 0.38,
-                    "citric acid": 0.55,
-                    "residual sugar": 2.1,
-                    "chlorides": 0.071,
-                    "free sulfur dioxide": 5.0,
-                    "total sulfur dioxide": 19.0,
-                    "density": 0.9986,
-                    "pH": 3.11,
-                    "sulphates": 0.62,
-                    "alcohol": 10.8,
-                    "quality": 6,
-                    "Id": 699
-                }
-            },
-            {
-                "scenario_id": "017",
-                "features": {
-                    "fixed acidity": 6.9,
-                    "volatile acidity": 0.84,
-                    "citric acid": 0.21,
-                    "residual sugar": 4.1,
-                    "chlorides": 0.074,
-                    "free sulfur dioxide": 16.0,
-                    "total sulfur dioxide": 65.0,
-                    "density": 0.99842,
-                    "pH": 3.53,
-                    "sulphates": 0.72,
-                    "alcohol": 9.25,
-                    "quality": 6,
-                    "Id": 1515
-                }
-            },
-            {
-                "scenario_id": "018",
-                "features": {
-                    "fixed acidity": 11.9,
-                    "volatile acidity": 0.38,
-                    "citric acid": 0.51,
-                    "residual sugar": 2.0,
-                    "chlorides": 0.121,
-                    "free sulfur dioxide": 7.0,
-                    "total sulfur dioxide": 20.0,
-                    "density": 0.9996,
-                    "pH": 3.24,
-                    "sulphates": 0.76,
-                    "alcohol": 10.4,
-                    "quality": 6,
-                    "Id": 418
-                }
-            },
-            {
-                "scenario_id": "019",
-                "features": {
-                    "fixed acidity": 7.0,
-                    "volatile acidity": 0.6,
-                    "citric acid": 0.3,
-                    "residual sugar": 4.5,
-                    "chlorides": 0.068,
-                    "free sulfur dioxide": 20.0,
-                    "total sulfur dioxide": 110.0,
-                    "density": 0.99914,
-                    "pH": 3.3,
-                    "sulphates": 1.17,
-                    "alcohol": 10.2,
-                    "quality": 5,
-                    "Id": 1288
-                }
-            },
-            {
-                "scenario_id": "020",
-                "features": {
-                    "fixed acidity": 7.4,
-                    "volatile acidity": 0.635,
-                    "citric acid": 0.1,
-                    "residual sugar": 2.4,
-                    "chlorides": 0.08,
-                    "free sulfur dioxide": 16.0,
-                    "total sulfur dioxide": 33.0,
-                    "density": 0.99736,
-                    "pH": 3.58,
-                    "sulphates": 0.69,
-                    "alcohol": 10.8,
-                    "quality": 7,
-                    "Id": 901
-                }
-            },
-            {
-                "scenario_id": "021",
-                "features": {
-                    "fixed acidity": 7.5,
-                    "volatile acidity": 0.52,
-                    "citric acid": 0.42,
-                    "residual sugar": 2.3,
-                    "chlorides": 0.087,
-                    "free sulfur dioxide": 8.0,
-                    "total sulfur dioxide": 38.0,
-                    "density": 0.9972,
-                    "pH": 3.58,
-                    "sulphates": 0.61,
-                    "alcohol": 10.5,
-                    "quality": 6,
-                    "Id": 177
-                }
-            },
-            {
-                "scenario_id": "022",
-                "features": {
-                    "fixed acidity": 9.6,
-                    "volatile acidity": 0.6,
-                    "citric acid": 0.5,
-                    "residual sugar": 2.3,
-                    "chlorides": 0.079,
-                    "free sulfur dioxide": 28.0,
-                    "total sulfur dioxide": 71.0,
-                    "density": 0.9997,
-                    "pH": 3.5,
-                    "sulphates": 0.57,
-                    "alcohol": 9.7,
-                    "quality": 5,
-                    "Id": 616
-                }
-            },
-            {
-                "scenario_id": "023",
-                "features": {
-                    "fixed acidity": 9.3,
-                    "volatile acidity": 0.39,
-                    "citric acid": 0.4,
-                    "residual sugar": 2.6,
-                    "chlorides": 0.073,
-                    "free sulfur dioxide": 10.0,
-                    "total sulfur dioxide": 26.0,
-                    "density": 0.9984,
-                    "pH": 3.34,
-                    "sulphates": 0.75,
-                    "alcohol": 10.2,
-                    "quality": 6,
-                    "Id": 489
-                }
-            },
-            {
-                "scenario_id": "024",
-                "features": {
-                    "fixed acidity": 7.0,
-                    "volatile acidity": 0.5,
-                    "citric acid": 0.14,
-                    "residual sugar": 1.8,
-                    "chlorides": 0.078,
-                    "free sulfur dioxide": 10.0,
-                    "total sulfur dioxide": 23.0,
-                    "density": 0.99636,
-                    "pH": 3.53,
-                    "sulphates": 0.61,
-                    "alcohol": 10.4,
-                    "quality": 5,
-                    "Id": 1019
-                }
-            },
-            {
-                "scenario_id": "025",
-                "features": {
-                    "fixed acidity": 8.6,
-                    "volatile acidity": 0.22,
-                    "citric acid": 0.36,
-                    "residual sugar": 1.9,
-                    "chlorides": 0.064,
-                    "free sulfur dioxide": 53.0,
-                    "total sulfur dioxide": 77.0,
-                    "density": 0.99604,
-                    "pH": 3.47,
-                    "sulphates": 0.87,
-                    "alcohol": 11.0,
-                    "quality": 7,
-                    "Id": 925
-                }
-            },
-            {
-                "scenario_id": "026",
-                "features": {
-                    "fixed acidity": 8.0,
-                    "volatile acidity": 0.62,
-                    "citric acid": 0.33,
-                    "residual sugar": 2.7,
-                    "chlorides": 0.088,
-                    "free sulfur dioxide": 16.0,
-                    "total sulfur dioxide": 37.0,
-                    "density": 0.9972,
-                    "pH": 3.31,
-                    "sulphates": 0.58,
-                    "alcohol": 10.7,
-                    "quality": 6,
-                    "Id": 1073
-                }
-            },
-            {
-                "scenario_id": "027",
-                "features": {
-                    "fixed acidity": 7.2,
-                    "volatile acidity": 0.65,
-                    "citric acid": 0.02,
-                    "residual sugar": 2.3,
-                    "chlorides": 0.094,
-                    "free sulfur dioxide": 5.0,
-                    "total sulfur dioxide": 31.0,
-                    "density": 0.9993,
-                    "pH": 3.67,
-                    "sulphates": 0.8,
-                    "alcohol": 9.7,
-                    "quality": 5,
-                    "Id": 298
-                }
-            },
-            {
-                "scenario_id": "028",
-                "features": {
-                    "fixed acidity": 6.5,
-                    "volatile acidity": 0.51,
-                    "citric acid": 0.15,
-                    "residual sugar": 3.0,
-                    "chlorides": 0.064,
-                    "free sulfur dioxide": 12.0,
-                    "total sulfur dioxide": 27.0,
-                    "density": 0.9929,
-                    "pH": 3.33,
-                    "sulphates": 0.59,
-                    "alcohol": 12.8,
-                    "quality": 6,
-                    "Id": 1311
-                }
-            },
-            {
-                "scenario_id": "030",
-                "features": {
-                    "fixed acidity": 6.8,
-                    "volatile acidity": 0.41,
-                    "citric acid": 0.31,
-                    "residual sugar": 8.8,
-                    "chlorides": 0.084,
-                    "free sulfur dioxide": 26.0,
-                    "total sulfur dioxide": 45.0,
-                    "density": 0.99824,
-                    "pH": 3.38,
-                    "sulphates": 0.64,
-                    "alcohol": 10.1,
-                    "quality": 6,
-                    "Id": 917
-                }
-            },
-            {
-                "scenario_id": "031",
-                "features": {
-                    "fixed acidity": 8.9,
-                    "volatile acidity": 0.61,
-                    "citric acid": 0.49,
-                    "residual sugar": 2.0,
-                    "chlorides": 0.27,
-                    "free sulfur dioxide": 23.0,
-                    "total sulfur dioxide": 110.0,
-                    "density": 0.9972,
-                    "pH": 3.12,
-                    "sulphates": 1.02,
-                    "alcohol": 9.3,
-                    "quality": 5,
-                    "Id": 181
-                }
-            },
-            {
-                "scenario_id": "032",
-                "features": {
-                    "fixed acidity": 6.0,
-                    "volatile acidity": 0.64,
-                    "citric acid": 0.05,
-                    "residual sugar": 1.9,
-                    "chlorides": 0.066,
-                    "free sulfur dioxide": 9.0,
-                    "total sulfur dioxide": 17.0,
-                    "density": 0.99496,
-                    "pH": 3.52,
-                    "sulphates": 0.78,
-                    "alcohol": 10.6,
-                    "quality": 5,
-                    "Id": 1487
-                }
-            },
-            {
-                "scenario_id": "034",
-                "features": {
-                    "fixed acidity": 5.1,
-                    "volatile acidity": 0.585,
-                    "citric acid": 0.0,
-                    "residual sugar": 1.7,
-                    "chlorides": 0.044,
-                    "free sulfur dioxide": 14.0,
-                    "total sulfur dioxide": 86.0,
-                    "density": 0.99264,
-                    "pH": 3.56,
-                    "sulphates": 0.94,
-                    "alcohol": 12.9,
-                    "quality": 7,
-                    "Id": 802
-                }
-            },
-            {
-                "scenario_id": "035",
-                "features": {
-                    "fixed acidity": 8.4,
-                    "volatile acidity": 0.67,
-                    "citric acid": 0.19,
-                    "residual sugar": 2.2,
-                    "chlorides": 0.093,
-                    "free sulfur dioxide": 11.0,
-                    "total sulfur dioxide": 75.0,
-                    "density": 0.99736,
-                    "pH": 3.2,
-                    "sulphates": 0.59,
-                    "alcohol": 9.2,
-                    "quality": 4,
-                    "Id": 927
-                }
-            },
-            {
-                "scenario_id": "036",
-                "features": {
-                    "fixed acidity": 9.3,
-                    "volatile acidity": 0.61,
-                    "citric acid": 0.26,
-                    "residual sugar": 3.4,
-                    "chlorides": 0.09,
-                    "free sulfur dioxide": 25.0,
-                    "total sulfur dioxide": 87.0,
-                    "density": 0.99975,
-                    "pH": 3.24,
-                    "sulphates": 0.62,
-                    "alcohol": 9.7,
-                    "quality": 5,
-                    "Id": 321
-                }
-            },
-            {
-                "scenario_id": "037",
-                "features": {
-                    "fixed acidity": 9.3,
-                    "volatile acidity": 0.43,
-                    "citric acid": 0.44,
-                    "residual sugar": 1.9,
-                    "chlorides": 0.085,
-                    "free sulfur dioxide": 9.0,
-                    "total sulfur dioxide": 22.0,
-                    "density": 0.99708,
-                    "pH": 3.28,
-                    "sulphates": 0.55,
-                    "alcohol": 9.5,
-                    "quality": 5,
-                    "Id": 851
-                }
-            },
-            {
-                "scenario_id": "038",
-                "features": {
-                    "fixed acidity": 8.5,
-                    "volatile acidity": 0.34,
-                    "citric acid": 0.4,
-                    "residual sugar": 4.7,
-                    "chlorides": 0.055,
-                    "free sulfur dioxide": 3.0,
-                    "total sulfur dioxide": 9.0,
-                    "density": 0.99738,
-                    "pH": 3.38,
-                    "sulphates": 0.66,
-                    "alcohol": 11.6,
-                    "quality": 7,
-                    "Id": 1086
-                }
-            },
-            {
-                "scenario_id": "040",
-                "features": {
-                    "fixed acidity": 7.2,
-                    "volatile acidity": 0.45,
-                    "citric acid": 0.15,
-                    "residual sugar": 2.0,
-                    "chlorides": 0.078,
-                    "free sulfur dioxide": 10.0,
-                    "total sulfur dioxide": 28.0,
-                    "density": 0.99609,
-                    "pH": 3.29,
-                    "sulphates": 0.51,
-                    "alcohol": 9.9,
-                    "quality": 6,
-                    "Id": 1378
-                }
-            },
-            {
-                "scenario_id": "041",
-                "features": {
-                    "fixed acidity": 7.8,
-                    "volatile acidity": 0.48,
-                    "citric acid": 0.68,
-                    "residual sugar": 1.7,
-                    "chlorides": 0.415,
-                    "free sulfur dioxide": 14.0,
-                    "total sulfur dioxide": 32.0,
-                    "density": 0.99656,
-                    "pH": 3.09,
-                    "sulphates": 1.06,
-                    "alcohol": 9.1,
-                    "quality": 6,
-                    "Id": 754
-                }
-            },
-            {
-                "scenario_id": "043",
-                "features": {
-                    "fixed acidity": 9.1,
-                    "volatile acidity": 0.4,
-                    "citric acid": 0.5,
-                    "residual sugar": 1.8,
-                    "chlorides": 0.071,
-                    "free sulfur dioxide": 7.0,
-                    "total sulfur dioxide": 16.0,
-                    "density": 0.99462,
-                    "pH": 3.21,
-                    "sulphates": 0.69,
-                    "alcohol": 12.5,
-                    "quality": 8,
-                    "Id": 1061
-                }
-            },
-            {
-                "scenario_id": "044",
-                "features": {
-                    "fixed acidity": 7.8,
-                    "volatile acidity": 0.53,
-                    "citric acid": 0.01,
-                    "residual sugar": 1.6,
-                    "chlorides": 0.077,
-                    "free sulfur dioxide": 3.0,
-                    "total sulfur dioxide": 19.0,
-                    "density": 0.995,
-                    "pH": 3.16,
-                    "sulphates": 0.46,
-                    "alcohol": 9.8,
-                    "quality": 5,
-                    "Id": 1418
-                }
-            },
-            {
-                "scenario_id": "045",
-                "features": {
-                    "fixed acidity": 7.2,
-                    "volatile acidity": 0.54,
-                    "citric acid": 0.27,
-                    "residual sugar": 2.6,
-                    "chlorides": 0.084,
-                    "free sulfur dioxide": 12.0,
-                    "total sulfur dioxide": 78.0,
-                    "density": 0.9964,
-                    "pH": 3.39,
-                    "sulphates": 0.71,
-                    "alcohol": 11.0,
-                    "quality": 5,
-                    "Id": 906
-                }
-            },
-            {
-                "scenario_id": "046",
-                "features": {
-                    "fixed acidity": 7.7,
-                    "volatile acidity": 0.64,
-                    "citric acid": 0.21,
-                    "residual sugar": 2.2,
-                    "chlorides": 0.077,
-                    "free sulfur dioxide": 32.0,
-                    "total sulfur dioxide": 133.0,
-                    "density": 0.9956,
-                    "pH": 3.27,
-                    "sulphates": 0.45,
-                    "alcohol": 9.9,
-                    "quality": 5,
-                    "Id": 1419
-                }
-            },
-            {
-                "scenario_id": "047",
-                "features": {
-                    "fixed acidity": 6.8,
-                    "volatile acidity": 0.69,
-                    "citric acid": 0.0,
-                    "residual sugar": 5.6,
-                    "chlorides": 0.124,
-                    "free sulfur dioxide": 21.0,
-                    "total sulfur dioxide": 58.0,
-                    "density": 0.9997,
-                    "pH": 3.46,
-                    "sulphates": 0.72,
-                    "alcohol": 10.2,
-                    "quality": 5,
-                    "Id": 625
-                }
-            },
-            {
-                "scenario_id": "048",
-                "features": {
-                    "fixed acidity": 9.7,
-                    "volatile acidity": 0.53,
-                    "citric acid": 0.6,
-                    "residual sugar": 2.0,
-                    "chlorides": 0.039,
-                    "free sulfur dioxide": 5.0,
-                    "total sulfur dioxide": 19.0,
-                    "density": 0.99585,
-                    "pH": 3.3,
-                    "sulphates": 0.86,
-                    "alcohol": 12.4,
-                    "quality": 6,
-                    "Id": 210
-                }
-            },
-            {
-                "scenario_id": "049",
-                "features": {
-                    "fixed acidity": 11.4,
-                    "volatile acidity": 0.6,
-                    "citric acid": 0.49,
-                    "residual sugar": 2.7,
-                    "chlorides": 0.085,
-                    "free sulfur dioxide": 10.0,
-                    "total sulfur dioxide": 41.0,
-                    "density": 0.9994,
-                    "pH": 3.15,
-                    "sulphates": 0.63,
-                    "alcohol": 10.5,
-                    "quality": 6,
-                    "Id": 403
-                }
-            },
-            {
-                "scenario_id": "050",
-                "features": {
-                    "fixed acidity": 7.0,
-                    "volatile acidity": 0.65,
-                    "citric acid": 0.02,
-                    "residual sugar": 2.1,
-                    "chlorides": 0.066,
-                    "free sulfur dioxide": 8.0,
-                    "total sulfur dioxide": 25.0,
-                    "density": 0.9972,
-                    "pH": 3.47,
-                    "sulphates": 0.67,
-                    "alcohol": 9.5,
-                    "quality": 6,
-                    "Id": 697
-                }
-            },
-            {
-                "scenario_id": "051",
-                "features": {
-                    "fixed acidity": 10.6,
-                    "volatile acidity": 1.025,
-                    "citric acid": 0.43,
-                    "residual sugar": 2.8,
-                    "chlorides": 0.08,
-                    "free sulfur dioxide": 21.0,
-                    "total sulfur dioxide": 84.0,
-                    "density": 0.9985,
-                    "pH": 3.06,
-                    "sulphates": 0.57,
-                    "alcohol": 10.1,
-                    "quality": 5,
-                    "Id": 710
-                }
-            },
-            {
-                "scenario_id": "052",
-                "features": {
-                    "fixed acidity": 7.7,
-                    "volatile acidity": 0.69,
-                    "citric acid": 0.05,
-                    "residual sugar": 2.7,
-                    "chlorides": 0.075,
-                    "free sulfur dioxide": 15.0,
-                    "total sulfur dioxide": 27.0,
-                    "density": 0.9974,
-                    "pH": 3.26,
-                    "sulphates": 0.61,
-                    "alcohol": 9.1,
-                    "quality": 5,
-                    "Id": 404
-                }
-            },
-            {
-                "scenario_id": "053",
-                "features": {
-                    "fixed acidity": 7.9,
-                    "volatile acidity": 0.57,
-                    "citric acid": 0.31,
-                    "residual sugar": 2.0,
-                    "chlorides": 0.079,
-                    "free sulfur dioxide": 10.0,
-                    "total sulfur dioxide": 79.0,
-                    "density": 0.99677,
-                    "pH": 3.29,
-                    "sulphates": 0.69,
-                    "alcohol": 9.5,
-                    "quality": 6,
-                    "Id": 1216
-                }
-            },
-            {
-                "scenario_id": "054",
-                "features": {
-                    "fixed acidity": 7.9,
-                    "volatile acidity": 0.69,
-                    "citric acid": 0.21,
-                    "residual sugar": 2.1,
-                    "chlorides": 0.08,
-                    "free sulfur dioxide": 33.0,
-                    "total sulfur dioxide": 141.0,
-                    "density": 0.9962,
-                    "pH": 3.25,
-                    "sulphates": 0.51,
-                    "alcohol": 9.9,
-                    "quality": 5,
-                    "Id": 1400
-                }
-            },
-            {
-                "scenario_id": "055",
-                "features": {
-                    "fixed acidity": 6.9,
-                    "volatile acidity": 0.74,
-                    "citric acid": 0.03,
-                    "residual sugar": 2.3,
-                    "chlorides": 0.054,
-                    "free sulfur dioxide": 7.0,
-                    "total sulfur dioxide": 16.0,
-                    "density": 0.99508,
-                    "pH": 3.45,
-                    "sulphates": 0.63,
-                    "alcohol": 11.5,
-                    "quality": 6,
-                    "Id": 1499
-                }
-            },
-            {
-                "scenario_id": "056",
-                "features": {
-                    "fixed acidity": 12.9,
-                    "volatile acidity": 0.5,
-                    "citric acid": 0.55,
-                    "residual sugar": 2.8,
-                    "chlorides": 0.072,
-                    "free sulfur dioxide": 7.0,
-                    "total sulfur dioxide": 24.0,
-                    "density": 1.00012,
-                    "pH": 3.09,
-                    "sulphates": 0.68,
-                    "alcohol": 10.9,
-                    "quality": 6,
-                    "Id": 811
-                }
-            },
-            {
-                "scenario_id": "057",
-                "features": {
-                    "fixed acidity": 10.6,
-                    "volatile acidity": 0.31,
-                    "citric acid": 0.49,
-                    "residual sugar": 2.2,
-                    "chlorides": 0.063,
-                    "free sulfur dioxide": 18.0,
-                    "total sulfur dioxide": 40.0,
-                    "density": 0.9976,
-                    "pH": 3.14,
-                    "sulphates": 0.51,
-                    "alcohol": 9.8,
-                    "quality": 6,
-                    "Id": 579
-                }
-            },
-            {
-                "scenario_id": "060",
-                "features": {
-                    "fixed acidity": 8.0,
-                    "volatile acidity": 0.48,
-                    "citric acid": 0.34,
-                    "residual sugar": 2.2,
-                    "chlorides": 0.073,
-                    "free sulfur dioxide": 16.0,
-                    "total sulfur dioxide": 25.0,
-                    "density": 0.9936,
-                    "pH": 3.28,
-                    "sulphates": 0.66,
-                    "alcohol": 12.4,
-                    "quality": 6,
-                    "Id": 1104
-                }
-            },
-            {
-                "scenario_id": "061",
-                "features": {
-                    "fixed acidity": 10.9,
-                    "volatile acidity": 0.53,
-                    "citric acid": 0.49,
-                    "residual sugar": 4.6,
-                    "chlorides": 0.118,
-                    "free sulfur dioxide": 10.0,
-                    "total sulfur dioxide": 17.0,
-                    "density": 1.0002,
-                    "pH": 3.07,
-                    "sulphates": 0.56,
-                    "alcohol": 11.7,
-                    "quality": 6,
-                    "Id": 556
-                }
-            },
-            {
-                "scenario_id": "062",
-                "features": {
-                    "fixed acidity": 11.1,
-                    "volatile acidity": 0.35,
-                    "citric acid": 0.48,
-                    "residual sugar": 3.1,
-                    "chlorides": 0.09,
-                    "free sulfur dioxide": 5.0,
-                    "total sulfur dioxide": 21.0,
-                    "density": 0.9986,
-                    "pH": 3.17,
-                    "sulphates": 0.53,
-                    "alcohol": 10.5,
-                    "quality": 5,
-                    "Id": 252
-                }
-            },
-            {
-                "scenario_id": "063",
-                "features": {
-                    "fixed acidity": 7.1,
-                    "volatile acidity": 0.59,
-                    "citric acid": 0.02,
-                    "residual sugar": 2.3,
-                    "chlorides": 0.0819999999999999,
-                    "free sulfur dioxide": 24.0,
-                    "total sulfur dioxide": 94.0,
-                    "density": 0.99744,
-                    "pH": 3.55,
-                    "sulphates": 0.53,
-                    "alcohol": 9.7,
-                    "quality": 6,
-                    "Id": 770
-                }
-            },
-            {
-                "scenario_id": "064",
-                "features": {
-                    "fixed acidity": 7.9,
-                    "volatile acidity": 0.24,
-                    "citric acid": 0.4,
-                    "residual sugar": 1.6,
-                    "chlorides": 0.0559999999999999,
-                    "free sulfur dioxide": 11.0,
-                    "total sulfur dioxide": 25.0,
-                    "density": 0.9967,
-                    "pH": 3.32,
-                    "sulphates": 0.87,
-                    "alcohol": 8.7,
-                    "quality": 6,
-                    "Id": 371
-                }
-            },
-            {
-                "scenario_id": "065",
-                "features": {
-                    "fixed acidity": 10.4,
-                    "volatile acidity": 0.24,
-                    "citric acid": 0.49,
-                    "residual sugar": 1.8,
-                    "chlorides": 0.075,
-                    "free sulfur dioxide": 6.0,
-                    "total sulfur dioxide": 20.0,
-                    "density": 0.9977,
-                    "pH": 3.18,
-                    "sulphates": 1.06,
-                    "alcohol": 11.0,
-                    "quality": 6,
-                    "Id": 477
-                }
-            },
-            {
-                "scenario_id": "066",
-                "features": {
-                    "fixed acidity": 8.0,
-                    "volatile acidity": 0.59,
-                    "citric acid": 0.16,
-                    "residual sugar": 1.8,
-                    "chlorides": 0.065,
-                    "free sulfur dioxide": 3.0,
-                    "total sulfur dioxide": 16.0,
-                    "density": 0.9962,
-                    "pH": 3.42,
-                    "sulphates": 0.92,
-                    "alcohol": 10.5,
-                    "quality": 7,
-                    "Id": 128
-                }
-            },
-            {
-                "scenario_id": "067",
-                "features": {
-                    "fixed acidity": 6.9,
-                    "volatile acidity": 0.63,
-                    "citric acid": 0.33,
-                    "residual sugar": 6.7,
-                    "chlorides": 0.235,
-                    "free sulfur dioxide": 66.0,
-                    "total sulfur dioxide": 115.0,
-                    "density": 0.99787,
-                    "pH": 3.22,
-                    "sulphates": 0.56,
-                    "alcohol": 9.5,
-                    "quality": 5,
-                    "Id": 1558
-                }
-            },
-            {
-                "scenario_id": "068",
-                "features": {
-                    "fixed acidity": 8.5,
-                    "volatile acidity": 0.655,
-                    "citric acid": 0.49,
-                    "residual sugar": 6.1,
-                    "chlorides": 0.122,
-                    "free sulfur dioxide": 34.0,
-                    "total sulfur dioxide": 151.0,
-                    "density": 1.001,
-                    "pH": 3.31,
-                    "sulphates": 1.14,
-                    "alcohol": 9.3,
-                    "quality": 5,
-                    "Id": 515
-                }
-            },
-            {
-                "scenario_id": "069",
-                "features": {
-                    "fixed acidity": 7.9,
-                    "volatile acidity": 0.885,
-                    "citric acid": 0.03,
-                    "residual sugar": 1.8,
-                    "chlorides": 0.0579999999999999,
-                    "free sulfur dioxide": 4.0,
-                    "total sulfur dioxide": 8.0,
-                    "density": 0.9972,
-                    "pH": 3.36,
-                    "sulphates": 0.33,
-                    "alcohol": 9.1,
-                    "quality": 4,
-                    "Id": 170
-                }
-            },
-            {
-                "scenario_id": "070",
-                "features": {
-                    "fixed acidity": 7.4,
-                    "volatile acidity": 0.36,
-                    "citric acid": 0.3,
-                    "residual sugar": 1.8,
-                    "chlorides": 0.074,
-                    "free sulfur dioxide": 17.0,
-                    "total sulfur dioxide": 24.0,
-                    "density": 0.99419,
-                    "pH": 3.24,
-                    "sulphates": 0.7,
-                    "alcohol": 11.4,
-                    "quality": 8,
-                    "Id": 1549
-                }
-            },
-            {
-                "scenario_id": "071",
-                "features": {
-                    "fixed acidity": 10.0,
-                    "volatile acidity": 0.48,
-                    "citric acid": 0.24,
-                    "residual sugar": 2.7,
-                    "chlorides": 0.102,
-                    "free sulfur dioxide": 13.0,
-                    "total sulfur dioxide": 32.0,
-                    "density": 1.0,
-                    "pH": 3.28,
-                    "sulphates": 0.56,
-                    "alcohol": 10.0,
-                    "quality": 6,
-                    "Id": 534
-                }
-            },
-            {
-                "scenario_id": "072",
-                "features": {
-                    "fixed acidity": 8.9,
-                    "volatile acidity": 0.48,
-                    "citric acid": 0.53,
-                    "residual sugar": 4.0,
-                    "chlorides": 0.1009999999999999,
-                    "free sulfur dioxide": 3.0,
-                    "total sulfur dioxide": 10.0,
-                    "density": 0.99586,
-                    "pH": 3.21,
-                    "sulphates": 0.59,
-                    "alcohol": 12.1,
-                    "quality": 7,
-                    "Id": 1059
-                }
-            },
-            {
-                "scenario_id": "073",
-                "features": {
-                    "fixed acidity": 7.3,
-                    "volatile acidity": 0.51,
-                    "citric acid": 0.18,
-                    "residual sugar": 2.1,
-                    "chlorides": 0.07,
-                    "free sulfur dioxide": 12.0,
-                    "total sulfur dioxide": 28.0,
-                    "density": 0.99768,
-                    "pH": 3.52,
-                    "sulphates": 0.73,
-                    "alcohol": 9.5,
-                    "quality": 6,
-                    "Id": 749
-                }
-            },
-            {
-                "scenario_id": "074",
-                "features": {
-                    "fixed acidity": 5.6,
-                    "volatile acidity": 0.85,
-                    "citric acid": 0.05,
-                    "residual sugar": 1.4,
-                    "chlorides": 0.045,
-                    "free sulfur dioxide": 12.0,
-                    "total sulfur dioxide": 88.0,
-                    "density": 0.9924,
-                    "pH": 3.56,
-                    "sulphates": 0.82,
-                    "alcohol": 12.9,
-                    "quality": 8,
-                    "Id": 390
-                }
-            },
-            {
-                "scenario_id": "075",
-                "features": {
-                    "fixed acidity": 7.9,
-                    "volatile acidity": 0.54,
-                    "citric acid": 0.34,
-                    "residual sugar": 2.5,
-                    "chlorides": 0.076,
-                    "free sulfur dioxide": 8.0,
-                    "total sulfur dioxide": 17.0,
-                    "density": 0.99235,
-                    "pH": 3.2,
-                    "sulphates": 0.72,
-                    "alcohol": 13.1,
-                    "quality": 8,
-                    "Id": 1120
-                }
-            },
-            {
-                "scenario_id": "076",
-                "features": {
-                    "fixed acidity": 8.2,
-                    "volatile acidity": 0.43,
-                    "citric acid": 0.29,
-                    "residual sugar": 1.6,
-                    "chlorides": 0.081,
-                    "free sulfur dioxide": 27.0,
-                    "total sulfur dioxide": 45.0,
-                    "density": 0.99603,
-                    "pH": 3.25,
-                    "sulphates": 0.54,
-                    "alcohol": 10.3,
-                    "quality": 5,
-                    "Id": 1004
-                }
-            },
-            {
-                "scenario_id": "077",
-                "features": {
-                    "fixed acidity": 8.9,
-                    "volatile acidity": 0.29,
-                    "citric acid": 0.35,
-                    "residual sugar": 1.9,
-                    "chlorides": 0.067,
-                    "free sulfur dioxide": 25.0,
-                    "total sulfur dioxide": 57.0,
-                    "density": 0.997,
-                    "pH": 3.18,
-                    "sulphates": 1.36,
-                    "alcohol": 10.3,
-                    "quality": 6,
-                    "Id": 639
-                }
-            },
-            {
-                "scenario_id": "079",
-                "features": {
-                    "fixed acidity": 9.0,
-                    "volatile acidity": 0.48,
-                    "citric acid": 0.32,
-                    "residual sugar": 2.8,
-                    "chlorides": 0.084,
-                    "free sulfur dioxide": 21.0,
-                    "total sulfur dioxide": 122.0,
-                    "density": 0.9984,
-                    "pH": 3.32,
-                    "sulphates": 0.62,
-                    "alcohol": 9.4,
-                    "quality": 5,
-                    "Id": 693
-                }
-            },
-            {
-                "scenario_id": "081",
-                "features": {
-                    "fixed acidity": 9.6,
-                    "volatile acidity": 0.54,
-                    "citric acid": 0.42,
-                    "residual sugar": 2.4,
-                    "chlorides": 0.081,
-                    "free sulfur dioxide": 25.0,
-                    "total sulfur dioxide": 52.0,
-                    "density": 0.997,
-                    "pH": 3.2,
-                    "sulphates": 0.71,
-                    "alcohol": 11.4,
-                    "quality": 6,
-                    "Id": 471
-                }
-            },
-            {
-                "scenario_id": "082",
-                "features": {
-                    "fixed acidity": 7.7,
-                    "volatile acidity": 0.775,
-                    "citric acid": 0.42,
-                    "residual sugar": 1.9,
-                    "chlorides": 0.092,
-                    "free sulfur dioxide": 8.0,
-                    "total sulfur dioxide": 86.0,
-                    "density": 0.9959,
-                    "pH": 3.23,
-                    "sulphates": 0.59,
-                    "alcohol": 9.5,
-                    "quality": 5,
-                    "Id": 253
-                }
-            },
-            {
-                "scenario_id": "083",
-                "features": {
-                    "fixed acidity": 9.0,
-                    "volatile acidity": 0.8,
-                    "citric acid": 0.12,
-                    "residual sugar": 2.4,
-                    "chlorides": 0.083,
-                    "free sulfur dioxide": 8.0,
-                    "total sulfur dioxide": 28.0,
-                    "density": 0.99836,
-                    "pH": 3.33,
-                    "sulphates": 0.65,
-                    "alcohol": 10.4,
-                    "quality": 6,
-                    "Id": 886
-                }
-            },
-            {
-                "scenario_id": "084",
-                "features": {
-                    "fixed acidity": 9.9,
-                    "volatile acidity": 0.4,
-                    "citric acid": 0.53,
-                    "residual sugar": 6.7,
-                    "chlorides": 0.0969999999999999,
-                    "free sulfur dioxide": 6.0,
-                    "total sulfur dioxide": 19.0,
-                    "density": 0.9986,
-                    "pH": 3.27,
-                    "sulphates": 0.82,
-                    "alcohol": 11.7,
-                    "quality": 7,
-                    "Id": 413
-                }
-            },
-            {
-                "scenario_id": "086",
-                "features": {
-                    "fixed acidity": 7.9,
-                    "volatile acidity": 0.34,
-                    "citric acid": 0.42,
-                    "residual sugar": 2.0,
-                    "chlorides": 0.086,
-                    "free sulfur dioxide": 8.0,
-                    "total sulfur dioxide": 19.0,
-                    "density": 0.99546,
-                    "pH": 3.35,
-                    "sulphates": 0.6,
-                    "alcohol": 11.4,
-                    "quality": 6,
-                    "Id": 1091
-                }
-            },
-            {
-                "scenario_id": "087",
-                "features": {
-                    "fixed acidity": 13.3,
-                    "volatile acidity": 0.29,
-                    "citric acid": 0.75,
-                    "residual sugar": 2.8,
-                    "chlorides": 0.084,
-                    "free sulfur dioxide": 23.0,
-                    "total sulfur dioxide": 43.0,
-                    "density": 0.9986,
-                    "pH": 3.04,
-                    "sulphates": 0.68,
-                    "alcohol": 11.4,
-                    "quality": 7,
-                    "Id": 509
-                }
-            },
-            {
-                "scenario_id": "088",
-                "features": {
-                    "fixed acidity": 11.7,
-                    "volatile acidity": 0.28,
-                    "citric acid": 0.47,
-                    "residual sugar": 1.7,
-                    "chlorides": 0.054,
-                    "free sulfur dioxide": 17.0,
-                    "total sulfur dioxide": 32.0,
-                    "density": 0.99686,
-                    "pH": 3.15,
-                    "sulphates": 0.67,
-                    "alcohol": 10.6,
-                    "quality": 7,
-                    "Id": 858
-                }
-            },
-            {
-                "scenario_id": "089",
-                "features": {
-                    "fixed acidity": 8.7,
-                    "volatile acidity": 0.7,
-                    "citric acid": 0.24,
-                    "residual sugar": 2.5,
-                    "chlorides": 0.226,
-                    "free sulfur dioxide": 5.0,
-                    "total sulfur dioxide": 15.0,
-                    "density": 0.9991,
-                    "pH": 3.32,
-                    "sulphates": 0.6,
-                    "alcohol": 9.0,
-                    "quality": 6,
-                    "Id": 567
-                }
-            },
-            {
-                "scenario_id": "090",
-                "features": {
-                    "fixed acidity": 11.9,
-                    "volatile acidity": 0.39,
-                    "citric acid": 0.69,
-                    "residual sugar": 2.8,
-                    "chlorides": 0.095,
-                    "free sulfur dioxide": 17.0,
-                    "total sulfur dioxide": 35.0,
-                    "density": 0.9994,
-                    "pH": 3.1,
-                    "sulphates": 0.61,
-                    "alcohol": 10.8,
-                    "quality": 6,
-                    "Id": 449
-                }
-            },
-            {
-                "scenario_id": "091",
-                "features": {
-                    "fixed acidity": 10.7,
-                    "volatile acidity": 0.9,
-                    "citric acid": 0.34,
-                    "residual sugar": 6.6,
-                    "chlorides": 0.1119999999999999,
-                    "free sulfur dioxide": 23.0,
-                    "total sulfur dioxide": 99.0,
-                    "density": 1.00289,
-                    "pH": 3.22,
-                    "sulphates": 0.68,
-                    "alcohol": 9.3,
-                    "quality": 5,
-                    "Id": 889
-                }
-            },
-            {
-                "scenario_id": "092",
-                "features": {
-                    "fixed acidity": 6.5,
-                    "volatile acidity": 0.67,
-                    "citric acid": 0.0,
-                    "residual sugar": 4.3,
-                    "chlorides": 0.057,
-                    "free sulfur dioxide": 11.0,
-                    "total sulfur dioxide": 20.0,
-                    "density": 0.99488,
-                    "pH": 3.45,
-                    "sulphates": 0.56,
-                    "alcohol": 11.8,
-                    "quality": 4,
-                    "Id": 1239
-                }
-            },
-            {
-                "scenario_id": "094",
-                "features": {
-                    "fixed acidity": 10.2,
-                    "volatile acidity": 0.33,
-                    "citric acid": 0.46,
-                    "residual sugar": 1.9,
-                    "chlorides": 0.081,
-                    "free sulfur dioxide": 6.0,
-                    "total sulfur dioxide": 9.0,
-                    "density": 0.99628,
-                    "pH": 3.1,
-                    "sulphates": 0.48,
-                    "alcohol": 10.4,
-                    "quality": 6,
-                    "Id": 1214
-                }
-            },
-            {
-                "scenario_id": "095",
-                "features": {
-                    "fixed acidity": 8.1,
-                    "volatile acidity": 0.575,
-                    "citric acid": 0.22,
-                    "residual sugar": 2.1,
-                    "chlorides": 0.077,
-                    "free sulfur dioxide": 12.0,
-                    "total sulfur dioxide": 65.0,
-                    "density": 0.9967,
-                    "pH": 3.29,
-                    "sulphates": 0.51,
-                    "alcohol": 9.2,
-                    "quality": 5,
-                    "Id": 103
-                }
-            },
-            {
-                "scenario_id": "096",
-                "features": {
-                    "fixed acidity": 10.7,
-                    "volatile acidity": 0.35,
-                    "citric acid": 0.53,
-                    "residual sugar": 2.6,
-                    "chlorides": 0.07,
-                    "free sulfur dioxide": 5.0,
-                    "total sulfur dioxide": 16.0,
-                    "density": 0.9972,
-                    "pH": 3.15,
-                    "sulphates": 0.65,
-                    "alcohol": 11.0,
-                    "quality": 8,
-                    "Id": 498
-                }
-            },
-            {
-                "scenario_id": "097",
-                "features": {
-                    "fixed acidity": 10.8,
-                    "volatile acidity": 0.26,
-                    "citric acid": 0.45,
-                    "residual sugar": 3.3,
-                    "chlorides": 0.06,
-                    "free sulfur dioxide": 20.0,
-                    "total sulfur dioxide": 49.0,
-                    "density": 0.9972,
-                    "pH": 3.13,
-                    "sulphates": 0.54,
-                    "alcohol": 9.6,
-                    "quality": 5,
-                    "Id": 679
-                }
-            },
-            {
-                "scenario_id": "098",
-                "features": {
-                    "fixed acidity": 10.0,
-                    "volatile acidity": 0.69,
-                    "citric acid": 0.11,
-                    "residual sugar": 1.4,
-                    "chlorides": 0.084,
-                    "free sulfur dioxide": 8.0,
-                    "total sulfur dioxide": 24.0,
-                    "density": 0.99578,
-                    "pH": 2.88,
-                    "sulphates": 0.47,
-                    "alcohol": 9.7,
-                    "quality": 5,
-                    "Id": 1470
-                }
-            },
-            {
-                "scenario_id": "100",
-                "features": {
-                    "fixed acidity": 7.4,
-                    "volatile acidity": 0.36,
-                    "citric acid": 0.34,
-                    "residual sugar": 1.8,
-                    "chlorides": 0.075,
-                    "free sulfur dioxide": 18.0,
-                    "total sulfur dioxide": 38.0,
-                    "density": 0.9933,
-                    "pH": 3.38,
-                    "sulphates": 0.88,
-                    "alcohol": 13.6,
-                    "quality": 7,
-                    "Id": 1132
-                }
-            },
-            {
-                "scenario_id": "101",
-                "features": {
-                    "fixed acidity": 11.9,
-                    "volatile acidity": 0.38,
-                    "citric acid": 0.49,
-                    "residual sugar": 2.7,
-                    "chlorides": 0.098,
-                    "free sulfur dioxide": 12.0,
-                    "total sulfur dioxide": 42.0,
-                    "density": 1.0004,
-                    "pH": 3.16,
-                    "sulphates": 0.61,
-                    "alcohol": 10.3,
-                    "quality": 5,
-                    "Id": 531
-                }
-            },
-            {
-                "scenario_id": "104",
-                "features": {
-                    "fixed acidity": 8.6,
-                    "volatile acidity": 0.49,
-                    "citric acid": 0.28,
-                    "residual sugar": 1.9,
-                    "chlorides": 0.11,
-                    "free sulfur dioxide": 20.0,
-                    "total sulfur dioxide": 136.0,
-                    "density": 0.9972,
-                    "pH": 2.93,
-                    "sulphates": 1.95,
-                    "alcohol": 9.9,
-                    "quality": 6,
-                    "Id": 91
-                }
-            },
-            {
-                "scenario_id": "105",
-                "features": {
-                    "fixed acidity": 6.8,
-                    "volatile acidity": 0.68,
-                    "citric acid": 0.21,
-                    "residual sugar": 2.1,
-                    "chlorides": 0.07,
-                    "free sulfur dioxide": 9.0,
-                    "total sulfur dioxide": 23.0,
-                    "density": 0.99546,
-                    "pH": 3.38,
-                    "sulphates": 0.6,
-                    "alcohol": 10.3,
-                    "quality": 5,
-                    "Id": 1486
-                }
-            },
-            {
-                "scenario_id": "106",
-                "features": {
-                    "fixed acidity": 9.4,
-                    "volatile acidity": 0.3,
-                    "citric acid": 0.56,
-                    "residual sugar": 2.8,
-                    "chlorides": 0.08,
-                    "free sulfur dioxide": 6.0,
-                    "total sulfur dioxide": 17.0,
-                    "density": 0.9964,
-                    "pH": 3.15,
-                    "sulphates": 0.92,
-                    "alcohol": 11.7,
-                    "quality": 8,
-                    "Id": 481
-                }
-            },
-            {
-                "scenario_id": "107",
-                "features": {
-                    "fixed acidity": 7.5,
-                    "volatile acidity": 0.55,
-                    "citric acid": 0.24,
-                    "residual sugar": 2.0,
-                    "chlorides": 0.078,
-                    "free sulfur dioxide": 10.0,
-                    "total sulfur dioxide": 28.0,
-                    "density": 0.9983,
-                    "pH": 3.45,
-                    "sulphates": 0.78,
-                    "alcohol": 9.5,
-                    "quality": 6,
-                    "Id": 546
-                }
-            },
-            {
-                "scenario_id": "109",
-                "features": {
-                    "fixed acidity": 7.4,
-                    "volatile acidity": 0.62,
-                    "citric acid": 0.05,
-                    "residual sugar": 1.9,
-                    "chlorides": 0.068,
-                    "free sulfur dioxide": 24.0,
-                    "total sulfur dioxide": 42.0,
-                    "density": 0.9961,
-                    "pH": 3.42,
-                    "sulphates": 0.57,
-                    "alcohol": 11.5,
-                    "quality": 6,
-                    "Id": 173
-                }
-            },
-            {
-                "scenario_id": "110",
-                "features": {
-                    "fixed acidity": 7.3,
-                    "volatile acidity": 0.59,
-                    "citric acid": 0.26,
-                    "residual sugar": 2.0,
-                    "chlorides": 0.08,
-                    "free sulfur dioxide": 17.0,
-                    "total sulfur dioxide": 104.0,
-                    "density": 0.99584,
-                    "pH": 3.28,
-                    "sulphates": 0.52,
-                    "alcohol": 9.9,
-                    "quality": 5,
-                    "Id": 1397
-                }
-            },
-            {
-                "scenario_id": "111",
-                "features": {
-                    "fixed acidity": 8.7,
-                    "volatile acidity": 0.54,
-                    "citric acid": 0.26,
-                    "residual sugar": 2.5,
-                    "chlorides": 0.0969999999999999,
-                    "free sulfur dioxide": 7.0,
-                    "total sulfur dioxide": 31.0,
-                    "density": 0.9976,
-                    "pH": 3.27,
-                    "sulphates": 0.6,
-                    "alcohol": 9.3,
-                    "quality": 6,
-                    "Id": 628
-                }
-            },
-            {
-                "scenario_id": "113",
-                "features": {
-                    "fixed acidity": 7.2,
-                    "volatile acidity": 0.38,
-                    "citric acid": 0.31,
-                    "residual sugar": 2.0,
-                    "chlorides": 0.0559999999999999,
-                    "free sulfur dioxide": 15.0,
-                    "total sulfur dioxide": 29.0,
-                    "density": 0.99472,
-                    "pH": 3.23,
-                    "sulphates": 0.76,
-                    "alcohol": 11.3,
-                    "quality": 8,
-                    "Id": 1449
-                }
-            },
-            {
-                "scenario_id": "115",
-                "features": {
-                    "fixed acidity": 6.9,
-                    "volatile acidity": 0.44,
-                    "citric acid": 0.0,
-                    "residual sugar": 1.4,
-                    "chlorides": 0.07,
-                    "free sulfur dioxide": 32.0,
-                    "total sulfur dioxide": 38.0,
-                    "density": 0.99438,
-                    "pH": 3.32,
-                    "sulphates": 0.58,
-                    "alcohol": 11.4,
-                    "quality": 6,
-                    "Id": 1045
-                }
-            },
-            {
-                "scenario_id": "117",
-                "features": {
-                    "fixed acidity": 8.0,
-                    "volatile acidity": 0.52,
-                    "citric acid": 0.25,
-                    "residual sugar": 2.0,
-                    "chlorides": 0.078,
-                    "free sulfur dioxide": 19.0,
-                    "total sulfur dioxide": 59.0,
-                    "density": 0.99612,
-                    "pH": 3.3,
-                    "sulphates": 0.48,
-                    "alcohol": 10.2,
-                    "quality": 5,
-                    "Id": 1393
-                }
-            },
-            {
-                "scenario_id": "118",
-                "features": {
-                    "fixed acidity": 8.6,
-                    "volatile acidity": 0.42,
-                    "citric acid": 0.39,
-                    "residual sugar": 1.8,
-                    "chlorides": 0.068,
-                    "free sulfur dioxide": 6.0,
-                    "total sulfur dioxide": 12.0,
-                    "density": 0.99516,
-                    "pH": 3.35,
-                    "sulphates": 0.69,
-                    "alcohol": 11.7,
-                    "quality": 8,
-                    "Id": 1202
-                }
-            },
-            {
-                "scenario_id": "119",
-                "features": {
-                    "fixed acidity": 7.7,
-                    "volatile acidity": 0.41,
-                    "citric acid": 0.76,
-                    "residual sugar": 1.8,
-                    "chlorides": 0.611,
-                    "free sulfur dioxide": 8.0,
-                    "total sulfur dioxide": 45.0,
-                    "density": 0.9968,
-                    "pH": 3.06,
-                    "sulphates": 1.26,
-                    "alcohol": 9.4,
-                    "quality": 5,
-                    "Id": 258
-                }
-            },
-            {
-                "scenario_id": "120",
-                "features": {
-                    "fixed acidity": 7.8,
-                    "volatile acidity": 0.545,
-                    "citric acid": 0.12,
-                    "residual sugar": 2.5,
-                    "chlorides": 0.068,
-                    "free sulfur dioxide": 11.0,
-                    "total sulfur dioxide": 35.0,
-                    "density": 0.996,
-                    "pH": 3.34,
-                    "sulphates": 0.61,
-                    "alcohol": 11.6,
-                    "quality": 6,
-                    "Id": 708
-                }
-            },
-            {
-                "scenario_id": "121",
-                "features": {
-                    "fixed acidity": 6.6,
-                    "volatile acidity": 0.56,
-                    "citric acid": 0.14,
-                    "residual sugar": 2.4,
-                    "chlorides": 0.064,
-                    "free sulfur dioxide": 13.0,
-                    "total sulfur dioxide": 29.0,
-                    "density": 0.99397,
-                    "pH": 3.42,
-                    "sulphates": 0.62,
-                    "alcohol": 11.7,
-                    "quality": 7,
-                    "Id": 1534
-                }
-            },
-            {
-                "scenario_id": "122",
-                "features": {
-                    "fixed acidity": 6.8,
-                    "volatile acidity": 0.59,
-                    "citric acid": 0.06,
-                    "residual sugar": 6.0,
-                    "chlorides": 0.06,
-                    "free sulfur dioxide": 11.0,
-                    "total sulfur dioxide": 18.0,
-                    "density": 0.9962,
-                    "pH": 3.41,
-                    "sulphates": 0.59,
-                    "alcohol": 10.8,
-                    "quality": 7,
-                    "Id": 904
-                }
-            },
-            {
-                "scenario_id": "123",
-                "features": {
-                    "fixed acidity": 7.9,
-                    "volatile acidity": 0.5,
-                    "citric acid": 0.33,
-                    "residual sugar": 2.0,
-                    "chlorides": 0.084,
-                    "free sulfur dioxide": 15.0,
-                    "total sulfur dioxide": 143.0,
-                    "density": 0.9968,
-                    "pH": 3.2,
-                    "sulphates": 0.55,
-                    "alcohol": 9.5,
-                    "quality": 5,
-                    "Id": 188
-                }
-            },
-            {
-                "scenario_id": "124",
-                "features": {
-                    "fixed acidity": 7.1,
-                    "volatile acidity": 0.75,
-                    "citric acid": 0.01,
-                    "residual sugar": 2.2,
-                    "chlorides": 0.059,
-                    "free sulfur dioxide": 11.0,
-                    "total sulfur dioxide": 18.0,
-                    "density": 0.99242,
-                    "pH": 3.39,
-                    "sulphates": 0.4,
-                    "alcohol": 12.8,
-                    "quality": 6,
-                    "Id": 1237
-                }
-            },
-            {
-                "scenario_id": "125",
-                "features": {
-                    "fixed acidity": 9.4,
-                    "volatile acidity": 0.685,
-                    "citric acid": 0.11,
-                    "residual sugar": 2.7,
-                    "chlorides": 0.077,
-                    "free sulfur dioxide": 6.0,
-                    "total sulfur dioxide": 31.0,
-                    "density": 0.9984,
-                    "pH": 3.19,
-                    "sulphates": 0.7,
-                    "alcohol": 10.1,
-                    "quality": 6,
-                    "Id": 479
-                }
-            },
-            {
-                "scenario_id": "126",
-                "features": {
-                    "fixed acidity": 10.7,
-                    "volatile acidity": 0.35,
-                    "citric acid": 0.53,
-                    "residual sugar": 2.6,
-                    "chlorides": 0.07,
-                    "free sulfur dioxide": 5.0,
-                    "total sulfur dioxide": 16.0,
-                    "density": 0.9972,
-                    "pH": 3.15,
-                    "sulphates": 0.65,
-                    "alcohol": 11.0,
-                    "quality": 8,
-                    "Id": 495
-                }
-            },
-            {
-                "scenario_id": "128",
-                "features": {
-                    "fixed acidity": 9.8,
-                    "volatile acidity": 0.44,
-                    "citric acid": 0.47,
-                    "residual sugar": 2.5,
-                    "chlorides": 0.063,
-                    "free sulfur dioxide": 9.0,
-                    "total sulfur dioxide": 28.0,
-                    "density": 0.9981,
-                    "pH": 3.24,
-                    "sulphates": 0.65,
-                    "alcohol": 10.8,
-                    "quality": 6,
-                    "Id": 406
-                }
-            },
-            {
-                "scenario_id": "129",
-                "features": {
-                    "fixed acidity": 9.2,
-                    "volatile acidity": 0.92,
-                    "citric acid": 0.24,
-                    "residual sugar": 2.6,
-                    "chlorides": 0.087,
-                    "free sulfur dioxide": 12.0,
-                    "total sulfur dioxide": 93.0,
-                    "density": 0.9998,
-                    "pH": 3.48,
-                    "sulphates": 0.54,
-                    "alcohol": 9.8,
-                    "quality": 5,
-                    "Id": 691
-                }
-            },
-            {
-                "scenario_id": "130",
-                "features": {
-                    "fixed acidity": 12.8,
-                    "volatile acidity": 0.3,
-                    "citric acid": 0.74,
-                    "residual sugar": 2.6,
-                    "chlorides": 0.095,
-                    "free sulfur dioxide": 9.0,
-                    "total sulfur dioxide": 28.0,
-                    "density": 0.9994,
-                    "pH": 3.2,
-                    "sulphates": 0.77,
-                    "alcohol": 10.8,
-                    "quality": 7,
-                    "Id": 206
-                }
-            },
-            {
-                "scenario_id": "131",
-                "features": {
-                    "fixed acidity": 7.8,
-                    "volatile acidity": 0.58,
-                    "citric acid": 0.02,
-                    "residual sugar": 2.0,
-                    "chlorides": 0.073,
-                    "free sulfur dioxide": 9.0,
-                    "total sulfur dioxide": 18.0,
-                    "density": 0.9968,
-                    "pH": 3.36,
-                    "sulphates": 0.57,
-                    "alcohol": 9.5,
-                    "quality": 7,
-                    "Id": 8
-                }
-            },
-            {
-                "scenario_id": "132",
-                "features": {
-                    "fixed acidity": 7.8,
-                    "volatile acidity": 0.59,
-                    "citric acid": 0.18,
-                    "residual sugar": 2.3,
-                    "chlorides": 0.076,
-                    "free sulfur dioxide": 17.0,
-                    "total sulfur dioxide": 54.0,
-                    "density": 0.9975,
-                    "pH": 3.43,
-                    "sulphates": 0.59,
-                    "alcohol": 10.0,
-                    "quality": 5,
-                    "Id": 58
-                }
-            },
-            {
-                "scenario_id": "133",
-                "features": {
-                    "fixed acidity": 8.7,
-                    "volatile acidity": 0.84,
-                    "citric acid": 0.0,
-                    "residual sugar": 1.4,
-                    "chlorides": 0.065,
-                    "free sulfur dioxide": 24.0,
-                    "total sulfur dioxide": 33.0,
-                    "density": 0.9954,
-                    "pH": 3.27,
-                    "sulphates": 0.55,
-                    "alcohol": 9.7,
-                    "quality": 5,
-                    "Id": 635
-                }
-            },
-            {
-                "scenario_id": "134",
-                "features": {
-                    "fixed acidity": 8.3,
-                    "volatile acidity": 0.78,
-                    "citric acid": 0.1,
-                    "residual sugar": 2.6,
-                    "chlorides": 0.081,
-                    "free sulfur dioxide": 45.0,
-                    "total sulfur dioxide": 87.0,
-                    "density": 0.9983,
-                    "pH": 3.48,
-                    "sulphates": 0.53,
-                    "alcohol": 10.0,
-                    "quality": 5,
-                    "Id": 678
-                }
-            },
-            {
-                "scenario_id": "135",
-                "features": {
-                    "fixed acidity": 7.5,
-                    "volatile acidity": 0.71,
-                    "citric acid": 0.0,
-                    "residual sugar": 1.6,
-                    "chlorides": 0.092,
-                    "free sulfur dioxide": 22.0,
-                    "total sulfur dioxide": 31.0,
-                    "density": 0.99635,
-                    "pH": 3.38,
-                    "sulphates": 0.58,
-                    "alcohol": 10.0,
-                    "quality": 6,
-                    "Id": 1013
-                }
-            },
-            {
-                "scenario_id": "136",
-                "features": {
-                    "fixed acidity": 7.1,
-                    "volatile acidity": 0.22,
-                    "citric acid": 0.49,
-                    "residual sugar": 1.8,
-                    "chlorides": 0.039,
-                    "free sulfur dioxide": 8.0,
-                    "total sulfur dioxide": 18.0,
-                    "density": 0.99344,
-                    "pH": 3.39,
-                    "sulphates": 0.56,
-                    "alcohol": 12.4,
-                    "quality": 6,
-                    "Id": 1490
-                }
-            },
-            {
-                "scenario_id": "138",
-                "features": {
-                    "fixed acidity": 5.2,
-                    "volatile acidity": 0.32,
-                    "citric acid": 0.25,
-                    "residual sugar": 1.8,
-                    "chlorides": 0.103,
-                    "free sulfur dioxide": 13.0,
-                    "total sulfur dioxide": 50.0,
-                    "density": 0.9957,
-                    "pH": 3.38,
-                    "sulphates": 0.55,
-                    "alcohol": 9.2,
-                    "quality": 5,
-                    "Id": 34
-                }
-            },
-            {
-                "scenario_id": "139",
-                "features": {
-                    "fixed acidity": 6.9,
-                    "volatile acidity": 0.5,
-                    "citric acid": 0.04,
-                    "residual sugar": 1.5,
-                    "chlorides": 0.085,
-                    "free sulfur dioxide": 19.0,
-                    "total sulfur dioxide": 49.0,
-                    "density": 0.9958,
-                    "pH": 3.35,
-                    "sulphates": 0.78,
-                    "alcohol": 9.5,
-                    "quality": 5,
-                    "Id": 175
-                }
-            },
-            {
-                "scenario_id": "140",
-                "features": {
-                    "fixed acidity": 7.1,
-                    "volatile acidity": 0.43,
-                    "citric acid": 0.42,
-                    "residual sugar": 5.5,
-                    "chlorides": 0.071,
-                    "free sulfur dioxide": 28.0,
-                    "total sulfur dioxide": 128.0,
-                    "density": 0.9973,
-                    "pH": 3.42,
-                    "sulphates": 0.71,
-                    "alcohol": 10.5,
-                    "quality": 5,
-                    "Id": 157
-                }
-            },
-            {
-                "scenario_id": "141",
-                "features": {
-                    "fixed acidity": 7.0,
-                    "volatile acidity": 0.65,
-                    "citric acid": 0.02,
-                    "residual sugar": 2.1,
-                    "chlorides": 0.066,
-                    "free sulfur dioxide": 8.0,
-                    "total sulfur dioxide": 25.0,
-                    "density": 0.9972,
-                    "pH": 3.47,
-                    "sulphates": 0.67,
-                    "alcohol": 9.5,
-                    "quality": 6,
-                    "Id": 701
-                }
-            },
-            {
-                "scenario_id": "142",
-                "features": {
-                    "fixed acidity": 7.3,
-                    "volatile acidity": 0.835,
-                    "citric acid": 0.03,
-                    "residual sugar": 2.1,
-                    "chlorides": 0.092,
-                    "free sulfur dioxide": 10.0,
-                    "total sulfur dioxide": 19.0,
-                    "density": 0.9966,
-                    "pH": 3.39,
-                    "sulphates": 0.47,
-                    "alcohol": 9.6,
-                    "quality": 5,
-                    "Id": 732
-                }
-            },
-            {
-                "scenario_id": "143",
-                "features": {
-                    "fixed acidity": 5.2,
-                    "volatile acidity": 0.34,
-                    "citric acid": 0.0,
-                    "residual sugar": 1.8,
-                    "chlorides": 0.05,
-                    "free sulfur dioxide": 27.0,
-                    "total sulfur dioxide": 63.0,
-                    "density": 0.9916,
-                    "pH": 3.68,
-                    "sulphates": 0.79,
-                    "alcohol": 14.0,
-                    "quality": 6,
-                    "Id": 144
-                }
-            },
-            {
-                "scenario_id": "144",
-                "features": {
-                    "fixed acidity": 5.0,
-                    "volatile acidity": 0.42,
-                    "citric acid": 0.24,
-                    "residual sugar": 2.0,
-                    "chlorides": 0.06,
-                    "free sulfur dioxide": 19.0,
-                    "total sulfur dioxide": 50.0,
-                    "density": 0.9917,
-                    "pH": 3.72,
-                    "sulphates": 0.74,
-                    "alcohol": 14.0,
-                    "quality": 8,
-                    "Id": 588
-                }
-            },
-            {
-                "scenario_id": "145",
-                "features": {
-                    "fixed acidity": 8.4,
-                    "volatile acidity": 0.59,
-                    "citric acid": 0.29,
-                    "residual sugar": 2.6,
-                    "chlorides": 0.109,
-                    "free sulfur dioxide": 31.0,
-                    "total sulfur dioxide": 119.0,
-                    "density": 0.99801,
-                    "pH": 3.15,
-                    "sulphates": 0.5,
-                    "alcohol": 9.1,
-                    "quality": 5,
-                    "Id": 977
-                }
-            },
-            {
-                "scenario_id": "146",
-                "features": {
-                    "fixed acidity": 6.2,
-                    "volatile acidity": 0.52,
-                    "citric acid": 0.08,
-                    "residual sugar": 4.4,
-                    "chlorides": 0.071,
-                    "free sulfur dioxide": 11.0,
-                    "total sulfur dioxide": 32.0,
-                    "density": 0.99646,
-                    "pH": 3.56,
-                    "sulphates": 0.63,
-                    "alcohol": 11.6,
-                    "quality": 6,
-                    "Id": 1540
-                }
-            },
-            {
-                "scenario_id": "147",
-                "features": {
-                    "fixed acidity": 11.9,
-                    "volatile acidity": 0.57,
-                    "citric acid": 0.5,
-                    "residual sugar": 2.6,
-                    "chlorides": 0.0819999999999999,
-                    "free sulfur dioxide": 6.0,
-                    "total sulfur dioxide": 32.0,
-                    "density": 1.0006,
-                    "pH": 3.12,
-                    "sulphates": 0.78,
-                    "alcohol": 10.7,
-                    "quality": 6,
-                    "Id": 344
-                }
-            },
-            {
-                "scenario_id": "148",
-                "features": {
-                    "fixed acidity": 8.3,
-                    "volatile acidity": 0.56,
-                    "citric acid": 0.22,
-                    "residual sugar": 2.4,
-                    "chlorides": 0.0819999999999999,
-                    "free sulfur dioxide": 10.0,
-                    "total sulfur dioxide": 86.0,
-                    "density": 0.9983,
-                    "pH": 3.37,
-                    "sulphates": 0.62,
-                    "alcohol": 9.5,
-                    "quality": 5,
-                    "Id": 1243
-                }
-            },
-            {
-                "scenario_id": "149",
-                "features": {
-                    "fixed acidity": 7.6,
-                    "volatile acidity": 0.68,
-                    "citric acid": 0.02,
-                    "residual sugar": 1.3,
-                    "chlorides": 0.072,
-                    "free sulfur dioxide": 9.0,
-                    "total sulfur dioxide": 20.0,
-                    "density": 0.9965,
-                    "pH": 3.17,
-                    "sulphates": 1.08,
-                    "alcohol": 9.2,
-                    "quality": 4,
-                    "Id": 161
-                }
-            },
-            {
-                "scenario_id": "152",
-                "features": {
-                    "fixed acidity": 7.6,
-                    "volatile acidity": 0.74,
-                    "citric acid": 0.0,
-                    "residual sugar": 1.9,
-                    "chlorides": 0.1,
-                    "free sulfur dioxide": 6.0,
-                    "total sulfur dioxide": 12.0,
-                    "density": 0.99521,
-                    "pH": 3.36,
-                    "sulphates": 0.59,
-                    "alcohol": 11.0,
-                    "quality": 5,
-                    "Id": 1290
-                }
-            },
-            {
-                "scenario_id": "153",
-                "features": {
-                    "fixed acidity": 8.3,
-                    "volatile acidity": 0.705,
-                    "citric acid": 0.12,
-                    "residual sugar": 2.6,
-                    "chlorides": 0.092,
-                    "free sulfur dioxide": 12.0,
-                    "total sulfur dioxide": 28.0,
-                    "density": 0.9994,
-                    "pH": 3.51,
-                    "sulphates": 0.72,
-                    "alcohol": 10.0,
-                    "quality": 5,
-                    "Id": 302
-                }
-            },
-            {
-                "scenario_id": "154",
-                "features": {
-                    "fixed acidity": 8.1,
-                    "volatile acidity": 0.38,
-                    "citric acid": 0.28,
-                    "residual sugar": 2.1,
-                    "chlorides": 0.066,
-                    "free sulfur dioxide": 13.0,
-                    "total sulfur dioxide": 30.0,
-                    "density": 0.9968,
-                    "pH": 3.23,
-                    "sulphates": 0.73,
-                    "alcohol": 9.7,
-                    "quality": 7,
-                    "Id": 37
-                }
-            },
-            {
-                "scenario_id": "155",
-                "features": {
-                    "fixed acidity": 7.6,
-                    "volatile acidity": 0.5,
-                    "citric acid": 0.29,
-                    "residual sugar": 2.3,
-                    "chlorides": 0.086,
-                    "free sulfur dioxide": 5.0,
-                    "total sulfur dioxide": 14.0,
-                    "density": 0.99502,
-                    "pH": 3.32,
-                    "sulphates": 0.62,
-                    "alcohol": 11.5,
-                    "quality": 6,
-                    "Id": 1169
-                }
-            },
-            {
-                "scenario_id": "156",
-                "features": {
-                    "fixed acidity": 7.6,
-                    "volatile acidity": 0.715,
-                    "citric acid": 0.0,
-                    "residual sugar": 2.1,
-                    "chlorides": 0.068,
-                    "free sulfur dioxide": 30.0,
-                    "total sulfur dioxide": 35.0,
-                    "density": 0.99533,
-                    "pH": 3.48,
-                    "sulphates": 0.65,
-                    "alcohol": 11.4,
-                    "quality": 6,
-                    "Id": 881
-                }
-            },
-            {
-                "scenario_id": "157",
-                "features": {
-                    "fixed acidity": 7.6,
-                    "volatile acidity": 0.43,
-                    "citric acid": 0.29,
-                    "residual sugar": 2.1,
-                    "chlorides": 0.075,
-                    "free sulfur dioxide": 19.0,
-                    "total sulfur dioxide": 66.0,
-                    "density": 0.99718,
-                    "pH": 3.4,
-                    "sulphates": 0.64,
-                    "alcohol": 9.5,
-                    "quality": 5,
-                    "Id": 1229
-                }
-            },
-            {
-                "scenario_id": "158",
-                "features": {
-                    "fixed acidity": 6.7,
-                    "volatile acidity": 0.32,
-                    "citric acid": 0.44,
-                    "residual sugar": 2.4,
-                    "chlorides": 0.061,
-                    "free sulfur dioxide": 24.0,
-                    "total sulfur dioxide": 34.0,
-                    "density": 0.99484,
-                    "pH": 3.29,
-                    "sulphates": 0.8,
-                    "alcohol": 11.6,
-                    "quality": 7,
-                    "Id": 1584
-                }
-            },
-            {
-                "scenario_id": "159",
-                "features": {
-                    "fixed acidity": 10.4,
-                    "volatile acidity": 0.33,
-                    "citric acid": 0.63,
-                    "residual sugar": 2.8,
-                    "chlorides": 0.084,
-                    "free sulfur dioxide": 5.0,
-                    "total sulfur dioxide": 22.0,
-                    "density": 0.9998,
-                    "pH": 3.26,
-                    "sulphates": 0.74,
-                    "alcohol": 11.2,
-                    "quality": 7,
-                    "Id": 453
-                }
-            },
-            {
-                "scenario_id": "160",
-                "features": {
-                    "fixed acidity": 10.3,
-                    "volatile acidity": 0.32,
-                    "citric acid": 0.45,
-                    "residual sugar": 6.4,
-                    "chlorides": 0.073,
-                    "free sulfur dioxide": 5.0,
-                    "total sulfur dioxide": 13.0,
-                    "density": 0.9976,
-                    "pH": 3.23,
-                    "sulphates": 0.82,
-                    "alcohol": 12.6,
-                    "quality": 8,
-                    "Id": 278
-                }
-            },
-            {
-                "scenario_id": "161",
-                "features": {
-                    "fixed acidity": 8.2,
-                    "volatile acidity": 0.51,
-                    "citric acid": 0.24,
-                    "residual sugar": 2.0,
-                    "chlorides": 0.079,
-                    "free sulfur dioxide": 16.0,
-                    "total sulfur dioxide": 86.0,
-                    "density": 0.99764,
-                    "pH": 3.34,
-                    "sulphates": 0.64,
-                    "alcohol": 9.5,
-                    "quality": 6,
-                    "Id": 1139
-                }
-            },
-            {
-                "scenario_id": "162",
-                "features": {
-                    "fixed acidity": 7.0,
-                    "volatile acidity": 0.69,
-                    "citric acid": 0.07,
-                    "residual sugar": 2.5,
-                    "chlorides": 0.091,
-                    "free sulfur dioxide": 15.0,
-                    "total sulfur dioxide": 21.0,
-                    "density": 0.99572,
-                    "pH": 3.38,
-                    "sulphates": 0.6,
-                    "alcohol": 11.3,
-                    "quality": 6,
-                    "Id": 1116
-                }
-            },
-            {
-                "scenario_id": "164",
-                "features": {
-                    "fixed acidity": 8.9,
-                    "volatile acidity": 0.12,
-                    "citric acid": 0.45,
-                    "residual sugar": 1.8,
-                    "chlorides": 0.075,
-                    "free sulfur dioxide": 10.0,
-                    "total sulfur dioxide": 21.0,
-                    "density": 0.99552,
-                    "pH": 3.41,
-                    "sulphates": 0.76,
-                    "alcohol": 11.9,
-                    "quality": 7,
-                    "Id": 949
-                }
-            },
-            {
-                "scenario_id": "165",
-                "features": {
-                    "fixed acidity": 11.5,
-                    "volatile acidity": 0.3,
-                    "citric acid": 0.6,
-                    "residual sugar": 2.0,
-                    "chlorides": 0.067,
-                    "free sulfur dioxide": 12.0,
-                    "total sulfur dioxide": 27.0,
-                    "density": 0.9981,
-                    "pH": 3.11,
-                    "sulphates": 0.97,
-                    "alcohol": 10.1,
-                    "quality": 6,
-                    "Id": 197
-                }
-            },
-            {
-                "scenario_id": "166",
-                "features": {
-                    "fixed acidity": 7.4,
-                    "volatile acidity": 0.55,
-                    "citric acid": 0.19,
-                    "residual sugar": 1.8,
-                    "chlorides": 0.0819999999999999,
-                    "free sulfur dioxide": 15.0,
-                    "total sulfur dioxide": 34.0,
-                    "density": 0.99655,
-                    "pH": 3.49,
-                    "sulphates": 0.68,
-                    "alcohol": 10.5,
-                    "quality": 5,
-                    "Id": 1245
-                }
-            },
-            {
-                "scenario_id": "167",
-                "features": {
-                    "fixed acidity": 10.0,
-                    "volatile acidity": 0.26,
-                    "citric acid": 0.54,
-                    "residual sugar": 1.9,
-                    "chlorides": 0.083,
-                    "free sulfur dioxide": 42.0,
-                    "total sulfur dioxide": 74.0,
-                    "density": 0.99451,
-                    "pH": 2.98,
-                    "sulphates": 0.63,
-                    "alcohol": 11.8,
-                    "quality": 8,
-                    "Id": 1090
-                }
-            },
-            {
-                "scenario_id": "170",
-                "features": {
-                    "fixed acidity": 11.9,
-                    "volatile acidity": 0.695,
-                    "citric acid": 0.53,
-                    "residual sugar": 3.4,
-                    "chlorides": 0.128,
-                    "free sulfur dioxide": 7.0,
-                    "total sulfur dioxide": 21.0,
-                    "density": 0.9992,
-                    "pH": 3.17,
-                    "sulphates": 0.84,
-                    "alcohol": 12.2,
-                    "quality": 7,
-                    "Id": 335
-                }
-            },
-            {
-                "scenario_id": "171",
-                "features": {
-                    "fixed acidity": 9.3,
-                    "volatile acidity": 0.36,
-                    "citric acid": 0.39,
-                    "residual sugar": 1.5,
-                    "chlorides": 0.08,
-                    "free sulfur dioxide": 41.0,
-                    "total sulfur dioxide": 55.0,
-                    "density": 0.99652,
-                    "pH": 3.47,
-                    "sulphates": 0.73,
-                    "alcohol": 10.9,
-                    "quality": 6,
-                    "Id": 853
-                }
-            },
-            {
-                "scenario_id": "172",
-                "features": {
-                    "fixed acidity": 6.5,
-                    "volatile acidity": 0.61,
-                    "citric acid": 0.0,
-                    "residual sugar": 2.2,
-                    "chlorides": 0.095,
-                    "free sulfur dioxide": 48.0,
-                    "total sulfur dioxide": 59.0,
-                    "density": 0.99541,
-                    "pH": 3.61,
-                    "sulphates": 0.7,
-                    "alcohol": 11.5,
-                    "quality": 6,
-                    "Id": 1175
-                }
-            },
-            {
-                "scenario_id": "173",
-                "features": {
-                    "fixed acidity": 7.7,
-                    "volatile acidity": 0.96,
-                    "citric acid": 0.2,
-                    "residual sugar": 2.0,
-                    "chlorides": 0.047,
-                    "free sulfur dioxide": 15.0,
-                    "total sulfur dioxide": 60.0,
-                    "density": 0.9955,
-                    "pH": 3.36,
-                    "sulphates": 0.44,
-                    "alcohol": 10.9,
-                    "quality": 5,
-                    "Id": 422
-                }
-            },
-            {
-                "scenario_id": "174",
-                "features": {
-                    "fixed acidity": 6.8,
-                    "volatile acidity": 0.77,
-                    "citric acid": 0.0,
-                    "residual sugar": 1.8,
-                    "chlorides": 0.066,
-                    "free sulfur dioxide": 34.0,
-                    "total sulfur dioxide": 52.0,
-                    "density": 0.9976,
-                    "pH": 3.62,
-                    "sulphates": 0.68,
-                    "alcohol": 9.9,
-                    "quality": 5,
-                    "Id": 419
-                }
-            },
-            {
-                "scenario_id": "176",
-                "features": {
-                    "fixed acidity": 8.9,
-                    "volatile acidity": 0.4,
-                    "citric acid": 0.51,
-                    "residual sugar": 2.6,
-                    "chlorides": 0.052,
-                    "free sulfur dioxide": 13.0,
-                    "total sulfur dioxide": 27.0,
-                    "density": 0.995,
-                    "pH": 3.32,
-                    "sulphates": 0.9,
-                    "alcohol": 13.4,
-                    "quality": 7,
-                    "Id": 492
-                }
-            },
-            {
-                "scenario_id": "177",
-                "features": {
-                    "fixed acidity": 5.0,
-                    "volatile acidity": 0.38,
-                    "citric acid": 0.01,
-                    "residual sugar": 1.6,
-                    "chlorides": 0.048,
-                    "free sulfur dioxide": 26.0,
-                    "total sulfur dioxide": 60.0,
-                    "density": 0.99084,
-                    "pH": 3.7,
-                    "sulphates": 0.75,
-                    "alcohol": 14.0,
-                    "quality": 6,
-                    "Id": 1270
-                }
-            },
-            {
-                "scenario_id": "179",
-                "features": {
-                    "fixed acidity": 7.9,
-                    "volatile acidity": 0.33,
-                    "citric acid": 0.23,
-                    "residual sugar": 1.7,
-                    "chlorides": 0.077,
-                    "free sulfur dioxide": 18.0,
-                    "total sulfur dioxide": 45.0,
-                    "density": 0.99625,
-                    "pH": 3.29,
-                    "sulphates": 0.65,
-                    "alcohol": 9.3,
-                    "quality": 5,
-                    "Id": 260
-                }
-            },
-            {
-                "scenario_id": "180",
-                "features": {
-                    "fixed acidity": 8.2,
-                    "volatile acidity": 0.33,
-                    "citric acid": 0.39,
-                    "residual sugar": 2.5,
-                    "chlorides": 0.074,
-                    "free sulfur dioxide": 29.0,
-                    "total sulfur dioxide": 48.0,
-                    "density": 0.99528,
-                    "pH": 3.32,
-                    "sulphates": 0.88,
-                    "alcohol": 12.4,
-                    "quality": 7,
-                    "Id": 1167
-                }
-            },
-            {
-                "scenario_id": "181",
-                "features": {
-                    "fixed acidity": 7.5,
-                    "volatile acidity": 0.4,
-                    "citric acid": 0.18,
-                    "residual sugar": 1.6,
-                    "chlorides": 0.079,
-                    "free sulfur dioxide": 24.0,
-                    "total sulfur dioxide": 58.0,
-                    "density": 0.9965,
-                    "pH": 3.34,
-                    "sulphates": 0.58,
-                    "alcohol": 9.4,
-                    "quality": 5,
-                    "Id": 1421
-                }
-            },
-            {
-                "scenario_id": "182",
-                "features": {
-                    "fixed acidity": 7.3,
-                    "volatile acidity": 0.51,
-                    "citric acid": 0.18,
-                    "residual sugar": 2.1,
-                    "chlorides": 0.07,
-                    "free sulfur dioxide": 12.0,
-                    "total sulfur dioxide": 28.0,
-                    "density": 0.99768,
-                    "pH": 3.52,
-                    "sulphates": 0.73,
-                    "alcohol": 9.5,
-                    "quality": 6,
-                    "Id": 745
-                }
-            },
-            {
-                "scenario_id": "183",
-                "features": {
-                    "fixed acidity": 7.8,
-                    "volatile acidity": 0.53,
-                    "citric acid": 0.01,
-                    "residual sugar": 1.6,
-                    "chlorides": 0.077,
-                    "free sulfur dioxide": 3.0,
-                    "total sulfur dioxide": 19.0,
-                    "density": 0.995,
-                    "pH": 3.16,
-                    "sulphates": 0.46,
-                    "alcohol": 9.8,
-                    "quality": 5,
-                    "Id": 1420
-                }
-            },
-            {
-                "scenario_id": "184",
-                "features": {
-                    "fixed acidity": 8.8,
-                    "volatile acidity": 0.46,
-                    "citric acid": 0.45,
-                    "residual sugar": 2.6,
-                    "chlorides": 0.065,
-                    "free sulfur dioxide": 7.0,
-                    "total sulfur dioxide": 18.0,
-                    "density": 0.9947,
-                    "pH": 3.32,
-                    "sulphates": 0.79,
-                    "alcohol": 14.0,
-                    "quality": 6,
-                    "Id": 467
-                }
-            },
-            {
-                "scenario_id": "185",
-                "features": {
-                    "fixed acidity": 10.0,
-                    "volatile acidity": 0.49,
-                    "citric acid": 0.2,
-                    "residual sugar": 11.0,
-                    "chlorides": 0.071,
-                    "free sulfur dioxide": 13.0,
-                    "total sulfur dioxide": 50.0,
-                    "density": 1.0015,
-                    "pH": 3.16,
-                    "sulphates": 0.69,
-                    "alcohol": 9.2,
-                    "quality": 6,
-                    "Id": 325
-                }
-            },
-            {
-                "scenario_id": "186",
-                "features": {
-                    "fixed acidity": 11.6,
-                    "volatile acidity": 0.42,
-                    "citric acid": 0.53,
-                    "residual sugar": 3.3,
-                    "chlorides": 0.105,
-                    "free sulfur dioxide": 33.0,
-                    "total sulfur dioxide": 98.0,
-                    "density": 1.001,
-                    "pH": 3.2,
-                    "sulphates": 0.95,
-                    "alcohol": 9.2,
-                    "quality": 5,
-                    "Id": 289
-                }
-            },
-            {
-                "scenario_id": "187",
-                "features": {
-                    "fixed acidity": 8.1,
-                    "volatile acidity": 0.87,
-                    "citric acid": 0.0,
-                    "residual sugar": 3.3,
-                    "chlorides": 0.096,
-                    "free sulfur dioxide": 26.0,
-                    "total sulfur dioxide": 61.0,
-                    "density": 1.00025,
-                    "pH": 3.6,
-                    "sulphates": 0.72,
-                    "alcohol": 9.8,
-                    "quality": 4,
-                    "Id": 266
-                }
-            },
-            {
-                "scenario_id": "188",
-                "features": {
-                    "fixed acidity": 7.6,
-                    "volatile acidity": 0.43,
-                    "citric acid": 0.31,
-                    "residual sugar": 2.1,
-                    "chlorides": 0.069,
-                    "free sulfur dioxide": 13.0,
-                    "total sulfur dioxide": 74.0,
-                    "density": 0.9958,
-                    "pH": 3.26,
-                    "sulphates": 0.54,
-                    "alcohol": 9.9,
-                    "quality": 6,
-                    "Id": 1431
-                }
-            },
-            {
-                "scenario_id": "189",
-                "features": {
-                    "fixed acidity": 8.3,
-                    "volatile acidity": 0.53,
-                    "citric acid": 0.0,
-                    "residual sugar": 1.4,
-                    "chlorides": 0.07,
-                    "free sulfur dioxide": 6.0,
-                    "total sulfur dioxide": 14.0,
-                    "density": 0.99593,
-                    "pH": 3.25,
-                    "sulphates": 0.64,
-                    "alcohol": 10.0,
-                    "quality": 6,
-                    "Id": 1110
-                }
-            },
-            {
-                "scenario_id": "190",
-                "features": {
-                    "fixed acidity": 7.4,
-                    "volatile acidity": 0.53,
-                    "citric acid": 0.26,
-                    "residual sugar": 2.0,
-                    "chlorides": 0.1009999999999999,
-                    "free sulfur dioxide": 16.0,
-                    "total sulfur dioxide": 72.0,
-                    "density": 0.9957,
-                    "pH": 3.15,
-                    "sulphates": 0.57,
-                    "alcohol": 9.4,
-                    "quality": 5,
-                    "Id": 221
-                }
-            },
-            {
-                "scenario_id": "191",
-                "features": {
-                    "fixed acidity": 6.6,
-                    "volatile acidity": 0.52,
-                    "citric acid": 0.04,
-                    "residual sugar": 2.2,
-                    "chlorides": 0.069,
-                    "free sulfur dioxide": 8.0,
-                    "total sulfur dioxide": 15.0,
-                    "density": 0.9956,
-                    "pH": 3.4,
-                    "sulphates": 0.63,
-                    "alcohol": 9.4,
-                    "quality": 6,
-                    "Id": 51
-                }
-            },
-            {
-                "scenario_id": "192",
-                "features": {
-                    "fixed acidity": 9.5,
-                    "volatile acidity": 0.46,
-                    "citric acid": 0.49,
-                    "residual sugar": 6.3,
-                    "chlorides": 0.064,
-                    "free sulfur dioxide": 5.0,
-                    "total sulfur dioxide": 17.0,
-                    "density": 0.9988,
-                    "pH": 3.21,
-                    "sulphates": 0.73,
-                    "alcohol": 11.0,
-                    "quality": 6,
-                    "Id": 541
-                }
-            },
-            {
-                "scenario_id": "193",
-                "features": {
-                    "fixed acidity": 9.3,
-                    "volatile acidity": 0.27,
-                    "citric acid": 0.41,
-                    "residual sugar": 2.0,
-                    "chlorides": 0.091,
-                    "free sulfur dioxide": 6.0,
-                    "total sulfur dioxide": 16.0,
-                    "density": 0.998,
-                    "pH": 3.28,
-                    "sulphates": 0.7,
-                    "alcohol": 9.7,
-                    "quality": 5,
-                    "Id": 476
-                }
-            },
-            {
-                "scenario_id": "194",
-                "features": {
-                    "fixed acidity": 5.0,
-                    "volatile acidity": 1.02,
-                    "citric acid": 0.04,
-                    "residual sugar": 1.4,
-                    "chlorides": 0.045,
-                    "free sulfur dioxide": 41.0,
-                    "total sulfur dioxide": 85.0,
-                    "density": 0.9938,
-                    "pH": 3.75,
-                    "sulphates": 0.48,
-                    "alcohol": 10.5,
-                    "quality": 4,
-                    "Id": 94
-                }
-            },
-            {
-                "scenario_id": "195",
-                "features": {
-                    "fixed acidity": 7.0,
-                    "volatile acidity": 0.49,
-                    "citric acid": 0.49,
-                    "residual sugar": 5.6,
-                    "chlorides": 0.06,
-                    "free sulfur dioxide": 26.0,
-                    "total sulfur dioxide": 121.0,
-                    "density": 0.9974,
-                    "pH": 3.34,
-                    "sulphates": 0.76,
-                    "alcohol": 10.5,
-                    "quality": 5,
-                    "Id": 215
-                }
-            },
-            {
-                "scenario_id": "196",
-                "features": {
-                    "fixed acidity": 7.4,
-                    "volatile acidity": 0.635,
-                    "citric acid": 0.1,
-                    "residual sugar": 2.4,
-                    "chlorides": 0.08,
-                    "free sulfur dioxide": 16.0,
-                    "total sulfur dioxide": 33.0,
-                    "density": 0.99736,
-                    "pH": 3.58,
-                    "sulphates": 0.69,
-                    "alcohol": 10.8,
-                    "quality": 7,
-                    "Id": 902
-                }
-            },
-            {
-                "scenario_id": "197",
-                "features": {
-                    "fixed acidity": 7.9,
-                    "volatile acidity": 0.35,
-                    "citric acid": 0.46,
-                    "residual sugar": 3.6,
-                    "chlorides": 0.078,
-                    "free sulfur dioxide": 15.0,
-                    "total sulfur dioxide": 37.0,
-                    "density": 0.9973,
-                    "pH": 3.35,
-                    "sulphates": 0.86,
-                    "alcohol": 12.8,
-                    "quality": 8,
-                    "Id": 267
-                }
-            },
-            {
-                "scenario_id": "198",
-                "features": {
-                    "fixed acidity": 7.0,
-                    "volatile acidity": 0.23,
-                    "citric acid": 0.4,
-                    "residual sugar": 1.6,
-                    "chlorides": 0.063,
-                    "free sulfur dioxide": 21.0,
-                    "total sulfur dioxide": 67.0,
-                    "density": 0.9952,
-                    "pH": 3.5,
-                    "sulphates": 0.63,
-                    "alcohol": 11.1,
-                    "quality": 5,
-                    "Id": 454
-                }
-            },
-            {
-                "scenario_id": "199",
-                "features": {
-                    "fixed acidity": 8.4,
-                    "volatile acidity": 0.52,
-                    "citric acid": 0.22,
-                    "residual sugar": 2.7,
-                    "chlorides": 0.084,
-                    "free sulfur dioxide": 4.0,
-                    "total sulfur dioxide": 18.0,
-                    "density": 0.99682,
-                    "pH": 3.26,
-                    "sulphates": 0.57,
-                    "alcohol": 9.9,
-                    "quality": 6,
-                    "Id": 804
-                }
-            },
-            {
-                "scenario_id": "200",
-                "features": {
-                    "fixed acidity": 7.2,
-                    "volatile acidity": 0.73,
-                    "citric acid": 0.02,
-                    "residual sugar": 2.5,
-                    "chlorides": 0.076,
-                    "free sulfur dioxide": 16.0,
-                    "total sulfur dioxide": 42.0,
-                    "density": 0.9972,
-                    "pH": 3.44,
-                    "sulphates": 0.52,
-                    "alcohol": 9.3,
-                    "quality": 5,
-                    "Id": 182
-                }
-            },
-            {
-                "scenario_id": "201",
-                "features": {
-                    "fixed acidity": 7.4,
-                    "volatile acidity": 0.49,
-                    "citric acid": 0.27,
-                    "residual sugar": 2.1,
-                    "chlorides": 0.071,
-                    "free sulfur dioxide": 14.0,
-                    "total sulfur dioxide": 25.0,
-                    "density": 0.99388,
-                    "pH": 3.35,
-                    "sulphates": 0.63,
-                    "alcohol": 12.0,
-                    "quality": 6,
-                    "Id": 1101
-                }
-            },
-            {
-                "scenario_id": "202",
-                "features": {
-                    "fixed acidity": 7.2,
-                    "volatile acidity": 0.36,
-                    "citric acid": 0.46,
-                    "residual sugar": 2.1,
-                    "chlorides": 0.074,
-                    "free sulfur dioxide": 24.0,
-                    "total sulfur dioxide": 44.0,
-                    "density": 0.99534,
-                    "pH": 3.4,
-                    "sulphates": 0.85,
-                    "alcohol": 11.0,
-                    "quality": 7,
-                    "Id": 1208
-                }
-            },
-            {
-                "scenario_id": "203",
-                "features": {
-                    "fixed acidity": 14.3,
-                    "volatile acidity": 0.31,
-                    "citric acid": 0.74,
-                    "residual sugar": 1.8,
-                    "chlorides": 0.075,
-                    "free sulfur dioxide": 6.0,
-                    "total sulfur dioxide": 15.0,
-                    "density": 1.0008,
-                    "pH": 2.86,
-                    "sulphates": 0.79,
-                    "alcohol": 8.4,
-                    "quality": 6,
-                    "Id": 544
-                }
-            },
-            {
-                "scenario_id": "204",
-                "features": {
-                    "fixed acidity": 6.9,
-                    "volatile acidity": 0.63,
-                    "citric acid": 0.01,
-                    "residual sugar": 2.4,
-                    "chlorides": 0.076,
-                    "free sulfur dioxide": 14.0,
-                    "total sulfur dioxide": 39.0,
-                    "density": 0.99522,
-                    "pH": 3.34,
-                    "sulphates": 0.53,
-                    "alcohol": 10.8,
-                    "quality": 6,
-                    "Id": 1463
-                }
-            },
-            {
-                "scenario_id": "205",
-                "features": {
-                    "fixed acidity": 7.1,
-                    "volatile acidity": 0.6,
-                    "citric acid": 0.0,
-                    "residual sugar": 1.8,
-                    "chlorides": 0.074,
-                    "free sulfur dioxide": 16.0,
-                    "total sulfur dioxide": 34.0,
-                    "density": 0.9972,
-                    "pH": 3.47,
-                    "sulphates": 0.7,
-                    "alcohol": 9.9,
-                    "quality": 6,
-                    "Id": 251
-                }
-            },
-            {
-                "scenario_id": "206",
-                "features": {
-                    "fixed acidity": 9.2,
-                    "volatile acidity": 0.46,
-                    "citric acid": 0.23,
-                    "residual sugar": 2.6,
-                    "chlorides": 0.091,
-                    "free sulfur dioxide": 18.0,
-                    "total sulfur dioxide": 77.0,
-                    "density": 0.99922,
-                    "pH": 3.15,
-                    "sulphates": 0.51,
-                    "alcohol": 9.4,
-                    "quality": 5,
-                    "Id": 1225
-                }
-            },
-            {
-                "scenario_id": "207",
-                "features": {
-                    "fixed acidity": 7.1,
-                    "volatile acidity": 0.6,
-                    "citric acid": 0.01,
-                    "residual sugar": 2.3,
-                    "chlorides": 0.079,
-                    "free sulfur dioxide": 24.0,
-                    "total sulfur dioxide": 37.0,
-                    "density": 0.99514,
-                    "pH": 3.4,
-                    "sulphates": 0.61,
-                    "alcohol": 10.9,
-                    "quality": 6,
-                    "Id": 1250
-                }
-            },
-            {
-                "scenario_id": "208",
-                "features": {
-                    "fixed acidity": 5.9,
-                    "volatile acidity": 0.61,
-                    "citric acid": 0.08,
-                    "residual sugar": 2.1,
-                    "chlorides": 0.071,
-                    "free sulfur dioxide": 16.0,
-                    "total sulfur dioxide": 24.0,
-                    "density": 0.99376,
-                    "pH": 3.56,
-                    "sulphates": 0.77,
-                    "alcohol": 11.1,
-                    "quality": 6,
-                    "Id": 831
-                }
-            },
-            {
-                "scenario_id": "209",
-                "features": {
-                    "fixed acidity": 12.6,
-                    "volatile acidity": 0.31,
-                    "citric acid": 0.72,
-                    "residual sugar": 2.2,
-                    "chlorides": 0.072,
-                    "free sulfur dioxide": 6.0,
-                    "total sulfur dioxide": 29.0,
-                    "density": 0.9987,
-                    "pH": 2.88,
-                    "sulphates": 0.82,
-                    "alcohol": 9.8,
-                    "quality": 8,
-                    "Id": 440
-                }
-            },
-            {
-                "scenario_id": "210",
-                "features": {
-                    "fixed acidity": 8.2,
-                    "volatile acidity": 0.635,
-                    "citric acid": 0.1,
-                    "residual sugar": 2.1,
-                    "chlorides": 0.073,
-                    "free sulfur dioxide": 25.0,
-                    "total sulfur dioxide": 60.0,
-                    "density": 0.99638,
-                    "pH": 3.29,
-                    "sulphates": 0.75,
-                    "alcohol": 10.9,
-                    "quality": 6,
-                    "Id": 1291
-                }
-            },
-            {
-                "scenario_id": "211",
-                "features": {
-                    "fixed acidity": 6.2,
-                    "volatile acidity": 0.39,
-                    "citric acid": 0.43,
-                    "residual sugar": 2.0,
-                    "chlorides": 0.071,
-                    "free sulfur dioxide": 14.0,
-                    "total sulfur dioxide": 24.0,
-                    "density": 0.99428,
-                    "pH": 3.45,
-                    "sulphates": 0.87,
-                    "alcohol": 11.2,
-                    "quality": 7,
-                    "Id": 1209
-                }
-            },
-            {
-                "scenario_id": "212",
-                "features": {
-                    "fixed acidity": 9.1,
-                    "volatile acidity": 0.68,
-                    "citric acid": 0.11,
-                    "residual sugar": 2.8,
-                    "chlorides": 0.093,
-                    "free sulfur dioxide": 11.0,
-                    "total sulfur dioxide": 44.0,
-                    "density": 0.99888,
-                    "pH": 3.31,
-                    "sulphates": 0.55,
-                    "alcohol": 9.5,
-                    "quality": 6,
-                    "Id": 764
-                }
-            },
-            {
-                "scenario_id": "213",
-                "features": {
-                    "fixed acidity": 7.4,
-                    "volatile acidity": 0.49,
-                    "citric acid": 0.19,
-                    "residual sugar": 3.0,
-                    "chlorides": 0.077,
-                    "free sulfur dioxide": 16.0,
-                    "total sulfur dioxide": 37.0,
-                    "density": 0.9966,
-                    "pH": 3.37,
-                    "sulphates": 0.51,
-                    "alcohol": 10.5,
-                    "quality": 5,
-                    "Id": 707
-                }
-            },
-            {
-                "scenario_id": "214",
-                "features": {
-                    "fixed acidity": 7.7,
-                    "volatile acidity": 0.56,
-                    "citric acid": 0.08,
-                    "residual sugar": 2.5,
-                    "chlorides": 0.114,
-                    "free sulfur dioxide": 14.0,
-                    "total sulfur dioxide": 46.0,
-                    "density": 0.9971,
-                    "pH": 3.24,
-                    "sulphates": 0.66,
-                    "alcohol": 9.6,
-                    "quality": 6,
-                    "Id": 803
-                }
-            },
-            {
-                "scenario_id": "215",
-                "features": {
-                    "fixed acidity": 12.0,
-                    "volatile acidity": 0.28,
-                    "citric acid": 0.49,
-                    "residual sugar": 1.9,
-                    "chlorides": 0.074,
-                    "free sulfur dioxide": 10.0,
-                    "total sulfur dioxide": 21.0,
-                    "density": 0.9976,
-                    "pH": 2.98,
-                    "sulphates": 0.66,
-                    "alcohol": 9.9,
-                    "quality": 7,
-                    "Id": 583
-                }
-            },
-            {
-                "scenario_id": "216",
-                "features": {
-                    "fixed acidity": 8.2,
-                    "volatile acidity": 0.35,
-                    "citric acid": 0.33,
-                    "residual sugar": 2.4,
-                    "chlorides": 0.076,
-                    "free sulfur dioxide": 11.0,
-                    "total sulfur dioxide": 47.0,
-                    "density": 0.99599,
-                    "pH": 3.27,
-                    "sulphates": 0.81,
-                    "alcohol": 11.0,
-                    "quality": 6,
-                    "Id": 1179
-                }
-            },
-            {
-                "scenario_id": "217",
-                "features": {
-                    "fixed acidity": 6.5,
-                    "volatile acidity": 0.53,
-                    "citric acid": 0.06,
-                    "residual sugar": 2.0,
-                    "chlorides": 0.063,
-                    "free sulfur dioxide": 29.0,
-                    "total sulfur dioxide": 44.0,
-                    "density": 0.99489,
-                    "pH": 3.38,
-                    "sulphates": 0.83,
-                    "alcohol": 10.3,
-                    "quality": 6,
-                    "Id": 1517
-                }
-            },
-            {
-                "scenario_id": "218",
-                "features": {
-                    "fixed acidity": 7.4,
-                    "volatile acidity": 0.39,
-                    "citric acid": 0.48,
-                    "residual sugar": 2.0,
-                    "chlorides": 0.0819999999999999,
-                    "free sulfur dioxide": 14.0,
-                    "total sulfur dioxide": 67.0,
-                    "density": 0.9972,
-                    "pH": 3.34,
-                    "sulphates": 0.55,
-                    "alcohol": 9.2,
-                    "quality": 5,
-                    "Id": 186
-                }
-            },
-            {
-                "scenario_id": "219",
-                "features": {
-                    "fixed acidity": 7.1,
-                    "volatile acidity": 0.755,
-                    "citric acid": 0.15,
-                    "residual sugar": 1.8,
-                    "chlorides": 0.107,
-                    "free sulfur dioxide": 20.0,
-                    "total sulfur dioxide": 84.0,
-                    "density": 0.99593,
-                    "pH": 3.19,
-                    "sulphates": 0.5,
-                    "alcohol": 9.5,
-                    "quality": 5,
-                    "Id": 1384
-                }
-            },
-            {
-                "scenario_id": "220",
-                "features": {
-                    "fixed acidity": 11.3,
-                    "volatile acidity": 0.34,
-                    "citric acid": 0.45,
-                    "residual sugar": 2.0,
-                    "chlorides": 0.0819999999999999,
-                    "free sulfur dioxide": 6.0,
-                    "total sulfur dioxide": 15.0,
-                    "density": 0.9988,
-                    "pH": 2.94,
-                    "sulphates": 0.66,
-                    "alcohol": 9.2,
-                    "quality": 6,
-                    "Id": 669
-                }
-            },
-            {
-                "scenario_id": "221",
-                "features": {
-                    "fixed acidity": 6.7,
-                    "volatile acidity": 0.46,
-                    "citric acid": 0.24,
-                    "residual sugar": 1.7,
-                    "chlorides": 0.077,
-                    "free sulfur dioxide": 18.0,
-                    "total sulfur dioxide": 34.0,
-                    "density": 0.9948,
-                    "pH": 3.39,
-                    "sulphates": 0.6,
-                    "alcohol": 10.6,
-                    "quality": 6,
-                    "Id": 1326
-                }
-            },
-            {
-                "scenario_id": "222",
-                "features": {
-                    "fixed acidity": 7.8,
-                    "volatile acidity": 0.5,
-                    "citric acid": 0.12,
-                    "residual sugar": 1.8,
-                    "chlorides": 0.178,
-                    "free sulfur dioxide": 6.0,
-                    "total sulfur dioxide": 21.0,
-                    "density": 0.996,
-                    "pH": 3.28,
-                    "sulphates": 0.87,
-                    "alcohol": 9.8,
-                    "quality": 6,
-                    "Id": 1146
-                }
-            },
-            {
-                "scenario_id": "223",
-                "features": {
-                    "fixed acidity": 7.2,
-                    "volatile acidity": 0.695,
-                    "citric acid": 0.13,
-                    "residual sugar": 2.0,
-                    "chlorides": 0.076,
-                    "free sulfur dioxide": 12.0,
-                    "total sulfur dioxide": 20.0,
-                    "density": 0.99546,
-                    "pH": 3.29,
-                    "sulphates": 0.54,
-                    "alcohol": 10.1,
-                    "quality": 5,
-                    "Id": 1562
-                }
-            },
-            {
-                "scenario_id": "224",
-                "features": {
-                    "fixed acidity": 7.4,
-                    "volatile acidity": 0.785,
-                    "citric acid": 0.19,
-                    "residual sugar": 5.2,
-                    "chlorides": 0.094,
-                    "free sulfur dioxide": 19.0,
-                    "total sulfur dioxide": 98.0,
-                    "density": 0.99713,
-                    "pH": 3.16,
-                    "sulphates": 0.52,
-                    "alcohol": 9.6,
-                    "quality": 6,
-                    "Id": 1445
-                }
-            },
-            {
-                "scenario_id": "225",
-                "features": {
-                    "fixed acidity": 10.8,
-                    "volatile acidity": 0.32,
-                    "citric acid": 0.44,
-                    "residual sugar": 1.6,
-                    "chlorides": 0.063,
-                    "free sulfur dioxide": 16.0,
-                    "total sulfur dioxide": 37.0,
-                    "density": 0.9985,
-                    "pH": 3.22,
-                    "sulphates": 0.78,
-                    "alcohol": 10.0,
-                    "quality": 6,
-                    "Id": 250
-                }
-            },
-            {
-                "scenario_id": "226",
-                "features": {
-                    "fixed acidity": 6.4,
-                    "volatile acidity": 0.64,
-                    "citric acid": 0.21,
-                    "residual sugar": 1.8,
-                    "chlorides": 0.081,
-                    "free sulfur dioxide": 14.0,
-                    "total sulfur dioxide": 31.0,
-                    "density": 0.99689,
-                    "pH": 3.59,
-                    "sulphates": 0.66,
-                    "alcohol": 9.8,
-                    "quality": 5,
-                    "Id": 848
-                }
-            },
-            {
-                "scenario_id": "227",
-                "features": {
-                    "fixed acidity": 7.8,
-                    "volatile acidity": 0.41,
-                    "citric acid": 0.68,
-                    "residual sugar": 1.7,
-                    "chlorides": 0.467,
-                    "free sulfur dioxide": 18.0,
-                    "total sulfur dioxide": 69.0,
-                    "density": 0.9973,
-                    "pH": 3.08,
-                    "sulphates": 1.31,
-                    "alcohol": 9.3,
-                    "quality": 5,
-                    "Id": 106
-                }
-            },
-            {
-                "scenario_id": "228",
-                "features": {
-                    "fixed acidity": 9.9,
-                    "volatile acidity": 0.32,
-                    "citric acid": 0.56,
-                    "residual sugar": 2.0,
-                    "chlorides": 0.073,
-                    "free sulfur dioxide": 3.0,
-                    "total sulfur dioxide": 8.0,
-                    "density": 0.99534,
-                    "pH": 3.15,
-                    "sulphates": 0.73,
-                    "alcohol": 11.4,
-                    "quality": 6,
-                    "Id": 1076
-                }
-            }
-        ],
-        "target_column": "quality",
-        "task_sub_type": "classification",
-        "ranking_ground_truth": {
-            "top_k_ids": [
-                "006",
-                "043",
-                "070",
-                "074",
-                "075",
-                "096",
-                "106",
-                "113",
-                "118",
-                "126",
-                "144",
-                "160",
-                "167",
-                "197",
-                "209"
-            ]
-        },
-        "active_filters": [],
-        "target_class_value": "8"
-    },
-    "response": "",
-    "evaluation_score": {}
-}
\ No newline at end of file
+    "active_filters": [],
+    "target_class_value": "8"
+  },
+  "response": "",
+  "evaluation_score": {}
+}
diff --git a/ranking_and_filtering/daily/regression/100000_UK_Used_Car_Data_set_B4/100000_UK_Used_Car_Data_set_B4_008/current.csv b/ranking_and_filtering/daily/regression/100000_UK_Used_Car_Data_set_B4/100000_UK_Used_Car_Data_set_B4_008/current.csv
index 13579311f0c601c9c5c0bab79a0fb122ac0f0578..968366b1afb128644b55410f9bfb66829aa48122 100644
--- a/ranking_and_filtering/daily/regression/100000_UK_Used_Car_Data_set_B4/100000_UK_Used_Car_Data_set_B4_008/current.csv
+++ b/ranking_and_filtering/daily/regression/100000_UK_Used_Car_Data_set_B4/100000_UK_Used_Car_Data_set_B4_008/current.csv
@@ -50,7 +50,6 @@ Ford, Ka+,2017,8300,Manual,Petrol,145,57.7,1.2
 Vauxhall, Corsa,2019,9870,Manual,Petrol,145,43.5,1.4
 BMW, 1 Series,2019,18480,Manual,Diesel,145,70.6,1.5
 Volkswagen, Tiguan,2011,7490,Manual,Petrol,205,42.2,1.4
-Ford, Fiesta,2018,10000,Manual,Petrol,150,65.7,1.0
 Vauxhall, Insignia,2014,5488,Manual,Petrol,200,40.4,1.8
 Audi, RS3,2019,43785,Semi-Auto,Petrol,145,30.1,2.5
 Audi, A1,2016,11533,Manual,Petrol,30,55.4,1.4
diff --git a/ranking_and_filtering/daily/regression/Chocolate_Bar_Ratings_B4/Chocolate_Bar_Ratings_B4_001/history.csv b/ranking_and_filtering/daily/regression/Chocolate_Bar_Ratings_B4/Chocolate_Bar_Ratings_B4_001/history.csv
index ce539ffdf8d32a6d87c8bf773517d86bcc033e2d..54f84c7cfa23bcca85f6d08af3049d3eec07df50 100644
--- a/ranking_and_filtering/daily/regression/Chocolate_Bar_Ratings_B4/Chocolate_Bar_Ratings_B4_001/history.csv
+++ b/ranking_and_filtering/daily/regression/Chocolate_Bar_Ratings_B4/Chocolate_Bar_Ratings_B4_001/history.csv
@@ -1190,7 +1190,7 @@ hexx,Venezuela,1546,2015,70%,U.S.A.,3.0, ,Venezuela
 Cravve,"Namau Village, N. Taileva P., batch a2812",975,2012,67%,Australia,3.25,Trinitario,Fiji
 Chaleur B,Uganda,1426,2014,70%,Canada,2.75,Forastero,Uganda
 Arete,Guatemala,1602,2015,70%,U.S.A.,3.25, ,Guatemala
-Na�ve,Barinas,1399,2014,70%,Lithuania,3.0, ,Venezuela
+Naïve,Barinas,1399,2014,70%,Lithuania,3.0, ,Venezuela
 Cacao Hunters,Tumaco,1430,2014,70%,Colombia,3.5, ,Colombia
 Zokoko,Alto Beni,697,2011,68%,Australia,3.5, ,Bolivia
 Rain Republic,Suchitepequez E.,470,2010,70%,Guatemala,2.75, ,Guatemala
@@ -1371,7 +1371,7 @@ Pralus,Claudio Corallo w/ nibs,162,2007,75%,France,4.0,Forastero,Sao Tome
 Hummingbird,"Ocumare, Cumboto",1097,2013,70%,Canada,3.25,"Trinitario, Criollo",Venezuela
 Somerville,Nicaragua,1367,2014,70%,U.S.A.,3.25, ,Nicaragua
 Tan Ban Skrati,"Paramaribo, batch 20160043-01",1868,2016,70%,Suriname,3.25,Trinitario,Suriname
-Na�ve,Chuao,1399,2014,75%,Lithuania,2.75,Trinitario,Venezuela
+Naïve,Chuao,1399,2014,75%,Lithuania,2.75,Trinitario,Venezuela
 Habitual,Sharkey,1201,2014,66%,Canada,3.25, ,Hawaii
 Indaphoria,"Conacado, Manifesto",907,2012,70%,U.S.A.,2.75, ,Dominican Republic
 Grand Place,"Ben Tre, Dong Nai",741,2011,72%,Vietnam,3.0,Trinitario,Vietnam
@@ -1486,7 +1486,7 @@ A. Morin,Chuao,1015,2013,70%,France,4.0,Trinitario,Venezuela
 Xocolla,"Sambirano, batch 170102",1948,2017,70%,U.S.A.,2.75, ,Madagascar
 Fresco,"Maranon, #230, DR, LC",1387,2014,70%,U.S.A.,3.5,Forastero (Nacional),Peru
 Cacao Atlanta,Tumbes,1215,2014,75%,U.S.A.,2.5,Criollo,Peru
-Na�ve,Nicaragua,1379,2014,70%,Lithuania,3.25,Criollo,Nicaragua
+Naïve,Nicaragua,1379,2014,70%,Lithuania,3.25,Criollo,Nicaragua
 Hoja Verde (Tulicorp),Arriba,414,2009,58%,Ecuador,3.25,Forastero (Arriba) ASS,Ecuador
 "Chocolate Tree, The",Maranon,1582,2015,69%,Scotland,3.75,Forastero (Nacional),Peru
 Coppeneur,Chuao 100hr,451,2009,70%,Germany,3.5,"Criollo, Trinitario",Venezuela
diff --git a/ranking_and_filtering/daily/regression/Chocolate_Bar_Ratings_B4/Chocolate_Bar_Ratings_B4_002/history.csv b/ranking_and_filtering/daily/regression/Chocolate_Bar_Ratings_B4/Chocolate_Bar_Ratings_B4_002/history.csv
index 0b8387321b592a570e755f735a09f224067de9f8..8570df939cc09509f90f61b9a31ba945ab396e59 100644
--- a/ranking_and_filtering/daily/regression/Chocolate_Bar_Ratings_B4/Chocolate_Bar_Ratings_B4_002/history.csv
+++ b/ranking_and_filtering/daily/regression/Chocolate_Bar_Ratings_B4/Chocolate_Bar_Ratings_B4_002/history.csv
@@ -762,7 +762,7 @@ Harper Macaw,"Tome Acu E., Amazon Rainforest",1700,2015,77%,U.S.A.,3.5, ,Brazil
 Pump Street Bakery,"Crayfish Bay Estate, 2014",1502,2015,70%,U.K.,3.5,Trinitario,Grenada
 Hotel Chocolat,"Marcial, single Cote, 2012",1030,2013,70%,U.K.,4.0,Trinitario,St. Lucia
 Cacao Sampaka,"Xoconusco, Chiapas",346,2009,70%,Spain,4.0,Criollo,Mexico
-Na�ve,Chuao,1399,2014,75%,Lithuania,2.75,Trinitario,Venezuela
+Naïve,Chuao,1399,2014,75%,Lithuania,2.75,Trinitario,Venezuela
 Castronovo,Elvesia P.,1407,2014,70%,U.S.A.,2.75,Trinitario,Dominican Republic
 Valrhona,"Sambirano, Ampamakia 2005, Millot P.",75,2006,64%,France,3.5,Trinitario,Madagascar
 Bonnat,"Xoconusco, cacao Real",395,2009,75%,France,3.0,Criollo,Mexico
@@ -865,7 +865,7 @@ Cacao Store,Madagascar,1684,2015,70%,Japan,3.0,Trinitario,Madagascar
 Bahen & Co.,Bahia,999,2012,70%,Australia,2.5, ,Brazil
 Amedei,Toscano Black,40,2006,70%,Italy,5.0,Blend, 
 Cacaoyere (Ecuatoriana),Esmeraldas,237,2008,71%,Ecuador,3.5,Forastero (Arriba),Ecuador
-Na�ve,Barinas,1399,2014,70%,Lithuania,3.0, ,Venezuela
+Naïve,Barinas,1399,2014,70%,Lithuania,3.0, ,Venezuela
 Zokoko,"Tranquilidad, Baures",701,2011,72%,Australia,3.75, ,Bolivia
 Bahen & Co.,Sambirano,995,2012,70%,Australia,3.0,Trinitario,Madagascar
 Burnt Fork Bend,Blend,1303,2014,72%,U.S.A.,3.25,Blend, 
@@ -1005,7 +1005,7 @@ Guido Castagna,Ghana,355,2009,64%,Italy,3.0,Forastero,Ghana
 Cacao Store,Vietnam,1684,2015,70%,Japan,3.5,Trinitario,Vietnam
 Domori,Hacienda Victoria,1672,2015,70%,Italy,3.75, ,Ecuador
 Benoit Nihant,"Somia Plantation, Sambirano, 70hr C",773,2011,72%,Belgium,3.75,Trinitario,Madagascar
-Na�ve,Nicaragua,1379,2014,70%,Lithuania,3.25,Criollo,Nicaragua
+Naïve,Nicaragua,1379,2014,70%,Lithuania,3.25,Criollo,Nicaragua
 Shark Mountain,"Belize, 2013",1335,2014,72%,U.S.A.,3.25,"Criollo, Trinitario",Belize
 Lonohana,"Haleiwa, O'ahu; Lonohana E., Kanahiku",1383,2014,70%,U.S.A.,3.75, ,Hawaii
 Montecristi,Manabi,1654,2015,63%,Ecuador,3.5, ,Ecuador
diff --git a/ranking_and_filtering/daily/regression/Chocolate_Bar_Ratings_B4/Chocolate_Bar_Ratings_B4_003/history.csv b/ranking_and_filtering/daily/regression/Chocolate_Bar_Ratings_B4/Chocolate_Bar_Ratings_B4_003/history.csv
index 0f102b47ac12efa32d6cfedf9b152cfc382dca8d..8623bf185f5ffcbfeb1c29f69e024e1b705882db 100644
--- a/ranking_and_filtering/daily/regression/Chocolate_Bar_Ratings_B4/Chocolate_Bar_Ratings_B4_003/history.csv
+++ b/ranking_and_filtering/daily/regression/Chocolate_Bar_Ratings_B4/Chocolate_Bar_Ratings_B4_003/history.csv
@@ -109,7 +109,7 @@ Bonnat,"Porcelana, Tabasco, Marfil de Blanco",336,2009,75%,France,3.0,Criollo,Me
 Majani,Ecuador,531,2010,70%,Italy,2.0, ,Ecuador
 Hotel Chocolat,"Marcial, single Cote, 2012",1030,2013,70%,U.K.,4.0,Trinitario,St. Lucia
 Zart Pralinen,"Kakao Kamili, Kilombero Valley",1824,2016,85%,Austria,3.0,"Criollo, Trinitario",Tanzania
-Na�ve,Nicaragua,1379,2014,70%,Lithuania,3.25,Criollo,Nicaragua
+Naïve,Nicaragua,1379,2014,70%,Lithuania,3.25,Criollo,Nicaragua
 Theo,"Ghana, Panama, Ecuador",188,2007,75%,U.S.A.,3.0,Blend,"Ghana, Panama, Ecuador"
 Bahen & Co.,Houseblend,999,2012,70%,Australia,2.5,Blend, 
 Stone Grindz,"Ecuador, Twilght Dark",1291,2014,70%,U.S.A.,3.5, ,Ecuador
@@ -1234,7 +1234,7 @@ Timo A. Meyer,"Belize, med roast",1836,2016,72%,Germany,3.75,"Trinitario, TCGA",
 Carlotta Chocolat,Cordoba,1888,2016,65%,Colombia,3.25,Trinitario,Colombia
 Terroir,Belize,1478,2015,70%,U.S.A.,3.75,Trinitario,Belize
 Dandelion,Dominican Republic,654,2011,70%,U.S.A.,3.25, ,Dominican Republic
-Na�ve,Barinas,1399,2014,70%,Lithuania,3.0, ,Venezuela
+Naïve,Barinas,1399,2014,70%,Lithuania,3.0, ,Venezuela
 Chloe Chocolat,Blend No. 1,672,2011,70%,France,3.5, , 
 Castronovo,Guaniamo,1153,2013,72%,U.S.A.,3.0, ,Venezuela
 Sibu Sura,Peru,911,2012,70%,U.S.A.,2.5, ,Peru
@@ -1461,7 +1461,7 @@ Heirloom Cacao Preservation (Brasstown),"Maya Mtn, Moho R., Toledo D., 2015",174
 Dean and Deluca (Belcolade),Madagascar,170,2007,66%,U.S.A.,2.5,Trinitario,Madagascar
 Dandelion,Tanzania,654,2011,70%,U.S.A.,3.25, ,Tanzania
 Soma,Orinoco,1173,2013,70%,Canada,3.25,Forastero,Venezuela
-Na�ve,Chuao,1399,2014,75%,Lithuania,2.75,Trinitario,Venezuela
+Naïve,Chuao,1399,2014,75%,Lithuania,2.75,Trinitario,Venezuela
 Salgado,Rio Arriba,292,2008,70%,Argentina,3.5,Forastero (Arriba) ASSS,Ecuador
 Hacienda El Castillo,Don Homero- Cerecita Valley,1327,2014,70%,Ecuador,3.0,Trinitario,Ecuador
 Tabal,Costa Rica,1101,2013,70%,U.S.A.,2.75, ,Costa Rica
diff --git a/ranking_and_filtering/daily/regression/Chocolate_Bar_Ratings_B4/Chocolate_Bar_Ratings_B4_004/history.csv b/ranking_and_filtering/daily/regression/Chocolate_Bar_Ratings_B4/Chocolate_Bar_Ratings_B4_004/history.csv
index 716da66e5a393e6e756d1eb6e1d1834edee91714..0a3ad26947f62496b9c6fda63b25ab59f6555979 100644
--- a/ranking_and_filtering/daily/regression/Chocolate_Bar_Ratings_B4/Chocolate_Bar_Ratings_B4_004/history.csv
+++ b/ranking_and_filtering/daily/regression/Chocolate_Bar_Ratings_B4/Chocolate_Bar_Ratings_B4_004/history.csv
@@ -675,7 +675,7 @@ Tejas,San Jose,971,2012,67%,U.S.A.,3.25, ,Bolivia
 Choklat,Brazilian,377,2009,80%,Canada,3.0, ,Brazil
 Arete,Phantom,1924,2016,70%,U.S.A.,4.0,Forastero (Nacional),Peru
 Willie's Cacao,Los Llanos,1227,2014,88%,U.K.,3.0,Trinitario,Colombia
-Na�ve,Chuao,1399,2014,75%,Lithuania,2.75,Trinitario,Venezuela
+Naïve,Chuao,1399,2014,75%,Lithuania,2.75,Trinitario,Venezuela
 Sirene,"Somia Plantation, 2012",1339,2014,73%,Canada,3.75,Trinitario,Madagascar
 Lonohana,"Opaeula Estate, O'ahu, Ele'ele",1097,2013,72%,U.S.A.,3.0, ,Hawaii
 Theo,Ivory Coast,184,2007,75%,U.S.A.,2.5, ,Ivory Coast
@@ -728,7 +728,7 @@ Valrhona,Chuao 2002 P.,129,2007,65%,France,3.75,Trinitario,Venezuela
 Beschle (Felchlin),"Indigena Amazonia, Grand Cru, Quizas",636,2011,72%,Switzerland,3.5, ,Venezuela
 Palette de Bine,"San Juan Estate, Gran Couva",1570,2015,70%,Canada,3.25,Trinitario,Trinidad
 Potomac,Upala w/ nibs,647,2011,70%,U.S.A.,3.5,Matina,Costa Rica
-Na�ve,Nicaragua,1379,2014,70%,Lithuania,3.25,Criollo,Nicaragua
+Naïve,Nicaragua,1379,2014,70%,Lithuania,3.25,Criollo,Nicaragua
 Soma,"Bachelor's Hall E., St. Thomas Parish",1177,2013,70%,Canada,4.0,Trinitario,Jamaica
 Amatller (Simon Coll),Ecuador,327,2009,70%,Spain,2.75, ,Ecuador
 Bonnat,"Maracaibo, El Rosario",48,2006,75%,France,4.0,Criollo,Venezuela
@@ -1458,7 +1458,7 @@ Choco Del Sol,Maya Mountain,1407,2014,82%,Germany,3.25,Trinitario,Belize
 Castronovo,"Duarte, Batch 360",1570,2015,70%,U.S.A.,3.75,"Criollo, Trinitario",Domincan Republic
 Sirene,Lachua w/ cane sugar,1614,2015,73%,Canada,3.0, ,Guatemala
 Soma,Patanemo,1077,2013,70%,Canada,3.75,Criollo,Venezuela
-Na�ve,Barinas,1399,2014,70%,Lithuania,3.0, ,Venezuela
+Naïve,Barinas,1399,2014,70%,Lithuania,3.0, ,Venezuela
 Marsatta,Dominican Republic,1189,2013,89%,U.S.A.,2.5, ,Dominican Republic
 Cacao Atlanta,Tumbes,1215,2014,75%,U.S.A.,2.5,Criollo,Peru
 Batch,"Dominican Republic, Batch 3",1840,2016,65%,U.S.A.,3.5, ,Domincan Republic
diff --git a/ranking_and_filtering/daily/regression/Chocolate_Bar_Ratings_B4/Chocolate_Bar_Ratings_B4_005/history.csv b/ranking_and_filtering/daily/regression/Chocolate_Bar_Ratings_B4/Chocolate_Bar_Ratings_B4_005/history.csv
index 765b20453f35e1ddf2ab362870f49cf008c854dc..66668cd4265bb62b32c5e14ab3d39b244ad9e4f3 100644
--- a/ranking_and_filtering/daily/regression/Chocolate_Bar_Ratings_B4/Chocolate_Bar_Ratings_B4_005/history.csv
+++ b/ranking_and_filtering/daily/regression/Chocolate_Bar_Ratings_B4/Chocolate_Bar_Ratings_B4_005/history.csv
@@ -299,7 +299,7 @@ Millcreek Cacao Roasters,Ecuador,1073,2013,70%,U.S.A.,2.5,Forastero (Nacional),E
 Lindt & Sprungli,Excellence (US Version),157,2007,85%,Switzerland,3.0, , 
 Bonnat,"Ocumare, Puerto Cabello",32,2006,75%,France,4.0, ,Venezuela
 Soma,Orinoco,1173,2013,70%,Canada,3.25,Forastero,Venezuela
-Na�ve,Chuao,1399,2014,75%,Lithuania,2.75,Trinitario,Venezuela
+Naïve,Chuao,1399,2014,75%,Lithuania,2.75,Trinitario,Venezuela
 "Smooth Chocolator, The","Guasare, La Sierra de Perija, batch gua001",1740,2016,70%,Australia,3.75,Criollo,Venezuela
 Kto,Ocumare,1422,2014,72%,U.S.A.,2.75, ,Venezuela
 Beschle (Felchlin),Ecuador,636,2011,72%,Switzerland,4.0, ,Ecuador
@@ -805,7 +805,7 @@ Pralus,"Madagascar, Nosy Be Isle.",5,2006,75%,France,3.75,Criollo,Madagascar
 Brazen,Ambolikapkly P.,1518,2015,60%,U.S.A.,3.25, ,Madagascar
 Somerville,Nicaragua,1367,2014,70%,U.S.A.,3.25, ,Nicaragua
 Caribeans,"Talamanca, Raul-Kekoldo community",1586,2015,72%,Costa Rica,3.25, ,Costa Rica
-Na�ve,Barinas,1399,2014,70%,Lithuania,3.0, ,Venezuela
+Naïve,Barinas,1399,2014,70%,Lithuania,3.0, ,Venezuela
 Valrhona,Le Noir Amer,157,2007,71%,France,2.75,Forastero,West Africa
 Heirloom Cacao Preservation (Guittard),"Los Rios, Hacienda Limon, Orecao, 2014",1243,2014,67%,U.S.A.,3.75,EET,Ecuador
 Mindo,Ecuador,607,2010,77%,U.S.A.,2.75, ,Ecuador
@@ -922,7 +922,7 @@ Mast Brothers,Tanzania,1450,2015,74%,U.S.A.,3.25, ,Tanzania
 Willie's Cacao,San Martin,457,2009,70%,U.K.,3.0, ,Peru
 Akesson's (Pralus),"Bali (west), Sukrama Family, Melaya area",636,2011,75%,Switzerland,3.75,Trinitario,Indonesia
 Amedei,Jamaica,123,2007,70%,Italy,3.0,Trinitario,Jamaica
-Na�ve,Nicaragua,1379,2014,70%,Lithuania,3.25,Criollo,Nicaragua
+Naïve,Nicaragua,1379,2014,70%,Lithuania,3.25,Criollo,Nicaragua
 Nuance,"Ecuador, 2013",1458,2015,70%,U.S.A.,2.75,Trinitario,Ecuador
 Map Chocolate,Colombia,1610,2015,75%,U.S.A.,2.75, ,Colombia
 El Rey,"Rio Caribe, Cariaco",439,2009,60.5%,Venezuela,2.75,Trinitario,Venezuela
diff --git a/ranking_and_filtering/daily/regression/Chocolate_Bar_Ratings_B4/Chocolate_Bar_Ratings_B4_006/history.csv b/ranking_and_filtering/daily/regression/Chocolate_Bar_Ratings_B4/Chocolate_Bar_Ratings_B4_006/history.csv
index 8a2e348b09d1b17524504c46797d50a93564bfdf..e46b363188a1eed41ce0809131de5be5d4fb974c 100644
--- a/ranking_and_filtering/daily/regression/Chocolate_Bar_Ratings_B4/Chocolate_Bar_Ratings_B4_006/history.csv
+++ b/ranking_and_filtering/daily/regression/Chocolate_Bar_Ratings_B4/Chocolate_Bar_Ratings_B4_006/history.csv
@@ -175,7 +175,7 @@ Pralus,"Djakarta, Java and Ghana",99,2006,75%,France,3.5,"Criollo, Forastero","I
 Cacao Atlanta,Tumbes,1215,2014,75%,U.S.A.,2.5,Criollo,Peru
 Rogue,"Caranero, Choc. Garage Exclusive",1446,2015,70%,U.S.A.,3.75, ,Venezuela
 La Maison du Chocolat (Valrhona),"Acarigua, w/ nibs",1189,2013,56%,France,3.25, ,Ecuador
-Na�ve,Chuao,1399,2014,75%,Lithuania,2.75,Trinitario,Venezuela
+Naïve,Chuao,1399,2014,75%,Lithuania,2.75,Trinitario,Venezuela
 Ambrosia,Dominican Republic,1498,2015,75%,Canada,3.25, ,Dominican Republic
 Manoa,"Hamakua, Hawaiian Crown, #176",1007,2012,72%,U.S.A.,2.75, ,Hawaii
 Ocho,"PNG, Devotion",1411,2014,66%,New Zealand,2.75, ,Papua New Guinea
@@ -263,7 +263,7 @@ El Rey,"Rio Caribe, Macuro",439,2009,70%,Venezuela,3.0,Trinitario,Venezuela
 Sibu,Oro,1586,2015,82%,Costa Rica,3.25, ,Costa Rica
 Cacao de Origin,Hacienda la Trinidad,1668,2015,74%,Venezuela,3.25, ,Venezuela
 Hogarth,Akesson's Estate,1712,2016,70%,New Zealand,2.75,Trinitario,Madagascar
-Na�ve,Nicaragua,1379,2014,70%,Lithuania,3.25,Criollo,Nicaragua
+Naïve,Nicaragua,1379,2014,70%,Lithuania,3.25,Criollo,Nicaragua
 Chocolarder,Dominican Republic,1514,2015,80%,U.K.,2.5, ,Dominican Republic
 Soma,Noula Coop,817,2012,70%,Canada,3.25, ,Haiti
 Willie's Cacao,Los Llanos,1227,2014,88%,U.K.,3.0,Trinitario,Colombia
@@ -1315,7 +1315,7 @@ Cote d' Or (Kraft),Sensations Intense,48,2006,70%,Belgium,1.0, , 
 K'ul,"Maranon, Fortunato No. 4",1852,2016,70%,U.S.A.,2.75,Forastero (Nacional),Peru
 Taza,Chiapan,451,2009,75%,U.S.A.,2.75, ,Mexico
 Coppeneur,Ocumare 61,558,2010,72%,Germany,3.25,Criollo (Ocumare 61),Venezuela
-Na�ve,Barinas,1399,2014,70%,Lithuania,3.0, ,Venezuela
+Naïve,Barinas,1399,2014,70%,Lithuania,3.0, ,Venezuela
 Santander (Compania Nacional),Colombian,32,2006,65%,Colombia,3.0,Forastero (Nacional),Colombia
 Beschle (Felchlin),Madagascar,636,2011,64%,Switzerland,3.0,Trinitario,Madagascar
 DeVries,Bolivian,241,2008,80%,U.S.A.,2.75, ,Bolivia
diff --git a/ranking_and_filtering/daily/regression/Chocolate_Bar_Ratings_B4/Chocolate_Bar_Ratings_B4_007/history.csv b/ranking_and_filtering/daily/regression/Chocolate_Bar_Ratings_B4/Chocolate_Bar_Ratings_B4_007/history.csv
index 98a8c8a7c9e7599b1020fe313326b582021302d8..04c054230c8d1dd1f76bed4a4218f1efebd2f264 100644
--- a/ranking_and_filtering/daily/regression/Chocolate_Bar_Ratings_B4/Chocolate_Bar_Ratings_B4_007/history.csv
+++ b/ranking_and_filtering/daily/regression/Chocolate_Bar_Ratings_B4/Chocolate_Bar_Ratings_B4_007/history.csv
@@ -283,7 +283,7 @@ Palette de Bine,Kokoa Kamili,1574,2015,72%,Canada,3.5, ,Tanzania
 Original Beans (Felchlin),Papua Kerafat,1438,2014,68%,Switzerland,2.75, ,Papua New Guinea
 Pralus,Jamaique,32,2006,75%,France,4.0,Trinitario,Jamaica
 Noble Bean aka Jerjobo,Moho Valley,1299,2014,75%,U.S.A.,3.0,Trinitario,Belize
-Na�ve,Chuao,1399,2014,75%,Lithuania,2.75,Trinitario,Venezuela
+Naïve,Chuao,1399,2014,75%,Lithuania,2.75,Trinitario,Venezuela
 Hummingbird,Lam Dong,1542,2015,70%,Canada,3.5,Trinitario,Vietnam
 Artisan du Chocolat,Jamaica,531,2010,72%,U.K.,3.75,Trinitario,Jamaica
 Altus aka Cao Artisan,CIAAB Coop,1732,2016,60%,U.S.A.,2.5, ,Bolivia
@@ -522,7 +522,7 @@ Scharffen Berger,Cuyagua,135,2007,75%,U.S.A.,3.75, ,Venezuela
 Arete,Nacional,1534,2015,68%,U.S.A.,3.5,Forastero (Nacional),Peru
 Goodnow Farms,"Asochivite, batch 1005",1924,2016,77%,U.S.A.,3.25, ,Guatemala
 Map Chocolate,"San Juan Estate, Cherry Blossoms at Night",1606,2015,70%,U.S.A.,2.75,Trinitario,Trinidad
-Na�ve,Nicaragua,1379,2014,70%,Lithuania,3.25,Criollo,Nicaragua
+Naïve,Nicaragua,1379,2014,70%,Lithuania,3.25,Criollo,Nicaragua
 Pierre Marcolini,"Porcelana, Tabasco, Limited Ed.",81,2006,72%,Belgium,4.0,Criollo,Mexico
 Caribeans,Anselmo Paraiso Estate,1586,2015,72%,Costa Rica,3.5, ,Costa Rica
 Caribeans,Costa Rica,841,2012,72%,Costa Rica,3.0,Forastero,Costa Rica
@@ -1468,7 +1468,7 @@ Dick Taylor,Mantuano,682,2011,75%,U.S.A.,2.75,Criollo,Venezuela
 Bittersweet Origins,Bocas del Toro,233,2008,75%,U.S.A.,3.5, ,Panama
 Felchlin,"Alto Beni, Cru Savage",56,2006,68%,Switzerland,4.0,Criollo (Wild),Bolivia
 Nova Monda,"Punta Galera, cacao Nacional, gold label",935,2012,80%,Nicaragua,3.25,Forastero (Nacional),Ecuador
-Na�ve,Barinas,1399,2014,70%,Lithuania,3.0, ,Venezuela
+Naïve,Barinas,1399,2014,70%,Lithuania,3.0, ,Venezuela
 Maglio,Cuba,308,2008,70%,Italy,3.25,Criollo,Cuba
 Dean and Deluca (Belcolade),Costa Rica,175,2007,64%,U.S.A.,3.0, ,Costa Rica
 Beschle (Felchlin),Madagascar,636,2011,64%,Switzerland,3.0,Trinitario,Madagascar
diff --git a/ranking_and_filtering/daily/regression/Chocolate_Bar_Ratings_B4/Chocolate_Bar_Ratings_B4_008/history.csv b/ranking_and_filtering/daily/regression/Chocolate_Bar_Ratings_B4/Chocolate_Bar_Ratings_B4_008/history.csv
index 5aa3d3e967c6328f6fa1e545c018145439af684c..b2e24837879ad71d7a2837421b813cd4dc75eb2d 100644
--- a/ranking_and_filtering/daily/regression/Chocolate_Bar_Ratings_B4/Chocolate_Bar_Ratings_B4_008/history.csv
+++ b/ranking_and_filtering/daily/regression/Chocolate_Bar_Ratings_B4/Chocolate_Bar_Ratings_B4_008/history.csv
@@ -152,7 +152,7 @@ Szanto Tibor,Cacao Blanco,1193,2013,70%,Hungary,3.25, ,Nicaragua
 Madecasse (Cinagra),Madagascar,284,2008,67%,Madagascar,3.5,Trinitario,Madagascar
 La Maison du Chocolat (Valrhona),Grenada,741,2011,68%,France,3.5,Trinitario,Grenada
 Pierre Marcolini,"Porcelana, Tabasco, Limited Ed.",81,2006,72%,Belgium,4.0,Criollo,Mexico
-Na�ve,Nicaragua,1379,2014,70%,Lithuania,3.25,Criollo,Nicaragua
+Naïve,Nicaragua,1379,2014,70%,Lithuania,3.25,Criollo,Nicaragua
 Indaphoria,"Conacado, Manifesto",907,2012,70%,U.S.A.,2.75, ,Dominican Republic
 Kallari (Ecuatoriana),Cacao Nacional W.F.,263,2008,75%,Ecuador,2.5, ,Ecuador
 Zak's,"Dominican Republic, Batch D2",1578,2015,70%,U.S.A.,3.25, ,Domincan Republic
@@ -1471,7 +1471,7 @@ Carlotta Chocolat,Arauca,1884,2016,65%,Colombia,3.0,Trinitario,Colombia
 Soma,Carenero Superior,951,2012,70%,Canada,3.75,Trinitario,Venezuela
 Arete,San Juan,1724,2016,70%,U.S.A.,3.5,Trinitario,Trinidad
 Starchild,Cacao Verapaz,1692,2015,70%,U.S.A.,3.0, ,Guatemala
-Na�ve,Chuao,1399,2014,75%,Lithuania,2.75,Trinitario,Venezuela
+Naïve,Chuao,1399,2014,75%,Lithuania,2.75,Trinitario,Venezuela
 Arete,Chuno,1598,2015,70%,U.S.A.,4.0,"Criollo, Trinitario",Nicaragua
 Pascha,Peru,1137,2013,70%,Peru,2.75, ,Peru
 A. Morin,Atsane,1676,2015,70%,France,3.0, ,Togo
@@ -1566,7 +1566,7 @@ Pacari,Los Rios,224,2008,72%,Ecuador,3.0,Forastero (Arriba),Ecuador
 Pralus,Dominican Republic-Organic,280,2008,75%,France,2.0, ,Dominican Republic
 Felchlin,Maracaibo Clasificado,48,2006,65%,Switzerland,3.0,Criollo,Venezuela
 French Broad,"Palo Blanco, Chulucanas",883,2012,61%,U.S.A.,3.5, ,Peru
-Na�ve,Barinas,1399,2014,70%,Lithuania,3.0, ,Venezuela
+Naïve,Barinas,1399,2014,70%,Lithuania,3.0, ,Venezuela
 Pump Street Bakery,"Akesson's, batch 4411",1530,2015,74%,U.K.,3.5,Criollo,Madagascar
 A. Morin,Chanchamayo Province,1019,2013,70%,France,3.5, ,Peru
 Soma,"Alto Beni, Wild Bolivian",676,2011,70%,Canada,3.5,Nacional,Bolivia
diff --git a/ranking_and_filtering/daily/regression/Global_YouTube_Statistics_2023_B4/Global_YouTube_Statistics_2023_B4_001/info.json b/ranking_and_filtering/daily/regression/Global_YouTube_Statistics_2023_B4/Global_YouTube_Statistics_2023_B4_001/info.json
index 32b2e724985eb4b8c7e1935cfdd4e4510dbfb775..2a4d0bb2870f7f26e8f34e8121139aaccc4b4a47 100644
--- a/ranking_and_filtering/daily/regression/Global_YouTube_Statistics_2023_B4/Global_YouTube_Statistics_2023_B4_001/info.json
+++ b/ranking_and_filtering/daily/regression/Global_YouTube_Statistics_2023_B4/Global_YouTube_Statistics_2023_B4_001/info.json
@@ -1,288 +1,288 @@
-{
-    "name": "Global YouTube Statistics 2023",
-    "source": "https://www.kaggle.com/datasets/nelgiriyewithana/global-youtube-statistics-2023/data",
-    "data_intro": "A collection of YouTube giants, this dataset offers a perfect avenue to analyze and gain valuable insights from the luminaries of the platform. With comprehensive details on top creators' subscriber counts, video views, upload frequency, country of origin, earnings, and more, this treasure trove of information is a must-explore for aspiring content creators, data enthusiasts, and anyone intrigued by the ever-evolving online content landscape. Immerse yourself in the world of YouTube success and unlock a wealth of knowledge with this extraordinary dataset.",
-    "is_splited": false,
-    "overall_size": 995,
-    "train_size": 0,
-    "test_size": 0,
-    "c_classes": 7,
-    "n_classes": 21,
-    "cat_feature_intro": {
-        "Youtuber": "Name of the YouTube channel",
-        "category": "Category or niche of the channel",
-        "Title": "Title of the YouTube channel",
-        "Country": "Longitude coordinate of the country's location",
-        "Abbreviation": "Abbreviation of the country",
-        "channel_type": "Ranking of the channel based on its type (individual or brand)",
-        "created_month": "Month when the YouTube channel was created"
-    },
-    "num_feature_intro": {
-        "rank": "Ranking of the channel based on its type (individual or brand)",
-        "subscribers": "Number of new subscribers gained in the last 30 days",
-        "video views": "Total video views in the last 30 days",
-        "uploads": "Total number of videos uploaded on the channel",
-        "video_views_rank": "Ranking of the channel based on total video views",
-        "country_rank": "Ranking of the channel based on the number of subscribers within its country",
-        "channel_type_rank": "Ranking of the channel based on its type (individual or brand)",
-        "video_views_for_the_last_30_days": "Total video views in the last 30 days",
-        "lowest_monthly_earnings": "Lowest estimated monthly earnings from the channel",
-        "highest_monthly_earnings": "Highest estimated monthly earnings from the channel",
-        "lowest_yearly_earnings": "Lowest estimated yearly earnings from the channel",
-        "highest_yearly_earnings": "Highest estimated yearly earnings from the channel",
-        "subscribers_for_last_30_days": "Number of new subscribers gained in the last 30 days",
-        "created_year": "Year when the YouTube channel was created",
-        "created_date": "Exact date of the YouTube channel's creation",
-        "Gross tertiary education enrollment (%)": "Percentage of the population enrolled in tertiary education in the country",
-        "Population": "Percentage of the population living in urban areas",
-        "Unemployment rate": "Unemployment rate in the country",
-        "Urban_population": "Percentage of the population living in urban areas",
-        "Latitude": "Latitude coordinate of the country's location",
-        "Longitude": "Longitude coordinate of the country's location"
-    },
-    "evaluation_metric": null,
-    "task_type": "regression",
-    "target": "highest_monthly_earnings",
-    "num_feature_value": {
-        "Gross tertiary education enrollment (%)": [
-            7.6,
-            113.1
-        ],
-        "Latitude": [
-            -38.416097,
-            61.92411
-        ],
-        "Longitude": [
-            -172.104629,
-            138.252924
-        ],
-        "Population": [
-            202506.0,
-            1397715000.0
-        ],
-        "Unemployment rate": [
-            0.75,
-            14.72
-        ],
-        "Urban_population": [
-            35588.0,
-            842933962.0
-        ],
-        "channel_type_rank": [
-            1.0,
-            7741.0
-        ],
-        "country_rank": [
-            1.0,
-            7741.0
-        ],
-        "created_date": [
-            1.0,
-            31.0
-        ],
-        "created_year": [
-            1970.0,
-            2022.0
-        ],
-        "highest_monthly_earnings": [
-            0.0,
-            13600000.0
-        ],
-        "highest_yearly_earnings": [
-            0.0,
-            163400000.0
-        ],
-        "lowest_monthly_earnings": [
-            0.0,
-            850900.0
-        ],
-        "lowest_yearly_earnings": [
-            0.0,
-            10200000.0
-        ],
-        "rank": [
-            1.0,
-            995.0
-        ],
-        "subscribers": [
-            12300000.0,
-            245000000.0
-        ],
-        "subscribers_for_last_30_days": [
-            1.0,
-            8000000.0
-        ],
-        "uploads": [
-            0.0,
-            301308.0
-        ],
-        "video views": [
-            0.0,
-            228000000000.0
-        ],
-        "video_views_for_the_last_30_days": [
-            1.0,
-            6589000000.0
-        ],
-        "video_views_rank": [
-            1.0,
-            4057944.0
-        ]
-    },
-    "cat_feature_value": {
-        "Abbreviation": [
-            "AD",
-            "AE",
-            "AF",
-            "AR",
-            "AU",
-            "BB",
-            "BD",
-            "BR",
-            "CA",
-            "CH",
-            "CL",
-            "CN",
-            "CO",
-            "CU",
-            "DE",
-            "EC",
-            "EG",
-            "ES",
-            "FI",
-            "FR",
-            "GB",
-            "ID",
-            "IN",
-            "IQ",
-            "IT",
-            "JO",
-            "JP",
-            "KR",
-            "KW",
-            "LV",
-            "MA",
-            "MX",
-            "MY",
-            "NL",
-            "PE",
-            "PH",
-            "PK",
-            "RU",
-            "SA",
-            "SE",
-            "SG",
-            "SV",
-            "TH",
-            "TR",
-            "UA",
-            "US",
-            "VE",
-            "VN",
-            "WS"
-        ],
-        "Country": [
-            "Afghanistan",
-            "Andorra",
-            "Argentina",
-            "Australia",
-            "Bangladesh",
-            "Barbados",
-            "Brazil",
-            "Canada",
-            "Chile",
-            "China",
-            "Colombia",
-            "Cuba",
-            "Ecuador",
-            "Egypt",
-            "El Salvador",
-            "Finland",
-            "France",
-            "Germany",
-            "India",
-            "Indonesia",
-            "Iraq",
-            "Italy",
-            "Japan",
-            "Jordan",
-            "Kuwait",
-            "Latvia",
-            "Malaysia",
-            "Mexico",
-            "Morocco",
-            "Netherlands",
-            "Pakistan",
-            "Peru",
-            "Philippines",
-            "Russia",
-            "Samoa",
-            "Saudi Arabia",
-            "Singapore",
-            "South Korea",
-            "Spain",
-            "Sweden",
-            "Switzerland",
-            "Thailand",
-            "Turkey",
-            "Ukraine",
-            "United Arab Emirates",
-            "United Kingdom",
-            "United States",
-            "Venezuela",
-            "Vietnam"
-        ],
-        "Title": "string",
-        "Youtuber": "string",
-        "category": [
-            "Autos & Vehicles",
-            "Comedy",
-            "Education",
-            "Entertainment",
-            "Film & Animation",
-            "Gaming",
-            "Howto & Style",
-            "Movies",
-            "Music",
-            "News & Politics",
-            "Nonprofits & Activism",
-            "People & Blogs",
-            "Pets & Animals",
-            "Science & Technology",
-            "Shows",
-            "Sports",
-            "Trailers",
-            "Travel & Events"
-        ],
-        "channel_type": [
-            "Animals",
-            "Autos",
-            "Comedy",
-            "Education",
-            "Entertainment",
-            "Film",
-            "Games",
-            "Howto",
-            "Music",
-            "News",
-            "Nonprofit",
-            "People",
-            "Sports",
-            "Tech"
-        ],
-        "created_month": [
-            "Apr",
-            "Aug",
-            "Dec",
-            "Feb",
-            "Jan",
-            "Jul",
-            "Jun",
-            "Mar",
-            "May",
-            "Nov",
-            "Oct",
-            "Sep"
-        ]
-    }
-}
\ No newline at end of file
+{
+  "name": "Global YouTube Statistics 2023",
+  "source": "https://www.kaggle.com/datasets/nelgiriyewithana/global-youtube-statistics-2023/data",
+  "data_intro": "A collection of YouTube giants, this dataset offers a perfect avenue to analyze and gain valuable insights from the luminaries of the platform. With comprehensive details on top creators' subscriber counts, video views, upload frequency, country of origin, earnings, and more, this treasure trove of information is a must-explore for aspiring content creators, data enthusiasts, and anyone intrigued by the ever-evolving online content landscape. Immerse yourself in the world of YouTube success and unlock a wealth of knowledge with this extraordinary dataset.",
+  "is_splited": false,
+  "overall_size": 995,
+  "train_size": 0,
+  "test_size": 0,
+  "c_classes": 7,
+  "n_classes": 21,
+  "cat_feature_intro": {
+    "Youtuber": "Name of the YouTube channel",
+    "category": "Category or niche of the channel",
+    "Title": "Title of the YouTube channel",
+    "Country": "Country associated with the channel.",
+    "Abbreviation": "Abbreviation of the country",
+    "channel_type": "Type or category of the channel.",
+    "created_month": "Month when the YouTube channel was created"
+  },
+  "num_feature_intro": {
+    "rank": "Ranking of the channel based on its type (individual or brand)",
+    "subscribers": "Number of new subscribers gained in the last 30 days",
+    "video views": "Total video views in the last 30 days",
+    "uploads": "Total number of videos uploaded on the channel",
+    "video_views_rank": "Ranking of the channel based on total video views",
+    "country_rank": "Ranking of the channel based on the number of subscribers within its country",
+    "channel_type_rank": "Ranking of the channel based on its type (individual or brand)",
+    "video_views_for_the_last_30_days": "Total video views in the last 30 days",
+    "lowest_monthly_earnings": "Lowest estimated monthly earnings from the channel",
+    "highest_monthly_earnings": "Highest estimated monthly earnings from the channel",
+    "lowest_yearly_earnings": "Lowest estimated yearly earnings from the channel",
+    "highest_yearly_earnings": "Highest estimated yearly earnings from the channel",
+    "subscribers_for_last_30_days": "Number of new subscribers gained in the last 30 days",
+    "created_year": "Year when the YouTube channel was created",
+    "created_date": "Exact date of the YouTube channel's creation",
+    "Gross tertiary education enrollment (%)": "Percentage of the population enrolled in tertiary education in the country",
+    "Population": "Percentage of the population living in urban areas",
+    "Unemployment rate": "Unemployment rate in the country",
+    "Urban_population": "Percentage of the population living in urban areas",
+    "Latitude": "Latitude coordinate of the country's location",
+    "Longitude": "Longitude coordinate of the country's location"
+  },
+  "evaluation_metric": null,
+  "task_type": "regression",
+  "target": "highest_monthly_earnings",
+  "num_feature_value": {
+    "Gross tertiary education enrollment (%)": [
+      7.6,
+      113.1
+    ],
+    "Latitude": [
+      -38.416097,
+      61.92411
+    ],
+    "Longitude": [
+      -172.104629,
+      138.252924
+    ],
+    "Population": [
+      202506.0,
+      1397715000.0
+    ],
+    "Unemployment rate": [
+      0.75,
+      14.72
+    ],
+    "Urban_population": [
+      35588.0,
+      842933962.0
+    ],
+    "channel_type_rank": [
+      1.0,
+      7741.0
+    ],
+    "country_rank": [
+      1.0,
+      7741.0
+    ],
+    "created_date": [
+      1.0,
+      31.0
+    ],
+    "created_year": [
+      1970.0,
+      2022.0
+    ],
+    "highest_monthly_earnings": [
+      0.0,
+      13600000.0
+    ],
+    "highest_yearly_earnings": [
+      0.0,
+      163400000.0
+    ],
+    "lowest_monthly_earnings": [
+      0.0,
+      850900.0
+    ],
+    "lowest_yearly_earnings": [
+      0.0,
+      10200000.0
+    ],
+    "rank": [
+      1.0,
+      995.0
+    ],
+    "subscribers": [
+      12300000.0,
+      245000000.0
+    ],
+    "subscribers_for_last_30_days": [
+      1.0,
+      8000000.0
+    ],
+    "uploads": [
+      0.0,
+      301308.0
+    ],
+    "video views": [
+      0.0,
+      228000000000.0
+    ],
+    "video_views_for_the_last_30_days": [
+      1.0,
+      6589000000.0
+    ],
+    "video_views_rank": [
+      1.0,
+      4057944.0
+    ]
+  },
+  "cat_feature_value": {
+    "Abbreviation": [
+      "AD",
+      "AE",
+      "AF",
+      "AR",
+      "AU",
+      "BB",
+      "BD",
+      "BR",
+      "CA",
+      "CH",
+      "CL",
+      "CN",
+      "CO",
+      "CU",
+      "DE",
+      "EC",
+      "EG",
+      "ES",
+      "FI",
+      "FR",
+      "GB",
+      "ID",
+      "IN",
+      "IQ",
+      "IT",
+      "JO",
+      "JP",
+      "KR",
+      "KW",
+      "LV",
+      "MA",
+      "MX",
+      "MY",
+      "NL",
+      "PE",
+      "PH",
+      "PK",
+      "RU",
+      "SA",
+      "SE",
+      "SG",
+      "SV",
+      "TH",
+      "TR",
+      "UA",
+      "US",
+      "VE",
+      "VN",
+      "WS"
+    ],
+    "Country": [
+      "Afghanistan",
+      "Andorra",
+      "Argentina",
+      "Australia",
+      "Bangladesh",
+      "Barbados",
+      "Brazil",
+      "Canada",
+      "Chile",
+      "China",
+      "Colombia",
+      "Cuba",
+      "Ecuador",
+      "Egypt",
+      "El Salvador",
+      "Finland",
+      "France",
+      "Germany",
+      "India",
+      "Indonesia",
+      "Iraq",
+      "Italy",
+      "Japan",
+      "Jordan",
+      "Kuwait",
+      "Latvia",
+      "Malaysia",
+      "Mexico",
+      "Morocco",
+      "Netherlands",
+      "Pakistan",
+      "Peru",
+      "Philippines",
+      "Russia",
+      "Samoa",
+      "Saudi Arabia",
+      "Singapore",
+      "South Korea",
+      "Spain",
+      "Sweden",
+      "Switzerland",
+      "Thailand",
+      "Turkey",
+      "Ukraine",
+      "United Arab Emirates",
+      "United Kingdom",
+      "United States",
+      "Venezuela",
+      "Vietnam"
+    ],
+    "Title": "string",
+    "Youtuber": "string",
+    "category": [
+      "Autos & Vehicles",
+      "Comedy",
+      "Education",
+      "Entertainment",
+      "Film & Animation",
+      "Gaming",
+      "Howto & Style",
+      "Movies",
+      "Music",
+      "News & Politics",
+      "Nonprofits & Activism",
+      "People & Blogs",
+      "Pets & Animals",
+      "Science & Technology",
+      "Shows",
+      "Sports",
+      "Trailers",
+      "Travel & Events"
+    ],
+    "channel_type": [
+      "Animals",
+      "Autos",
+      "Comedy",
+      "Education",
+      "Entertainment",
+      "Film",
+      "Games",
+      "Howto",
+      "Music",
+      "News",
+      "Nonprofit",
+      "People",
+      "Sports",
+      "Tech"
+    ],
+    "created_month": [
+      "Apr",
+      "Aug",
+      "Dec",
+      "Feb",
+      "Jan",
+      "Jul",
+      "Jun",
+      "Mar",
+      "May",
+      "Nov",
+      "Oct",
+      "Sep"
+    ]
+  }
+}
diff --git a/ranking_and_filtering/daily/regression/Global_YouTube_Statistics_2023_B4/Global_YouTube_Statistics_2023_B4_002/Global_YouTube_Statistics_2023_B4_002_current.json b/ranking_and_filtering/daily/regression/Global_YouTube_Statistics_2023_B4/Global_YouTube_Statistics_2023_B4_002/Global_YouTube_Statistics_2023_B4_002_current.json
index f4791eda5dfe10d4035ebc71e067b4b992dc845c..10a61f73a54a0989a22c71afa18c940c27efa2c6 100644
--- a/ranking_and_filtering/daily/regression/Global_YouTube_Statistics_2023_B4/Global_YouTube_Statistics_2023_B4_002/Global_YouTube_Statistics_2023_B4_002_current.json
+++ b/ranking_and_filtering/daily/regression/Global_YouTube_Statistics_2023_B4/Global_YouTube_Statistics_2023_B4_002/Global_YouTube_Statistics_2023_B4_002_current.json
@@ -1,6335 +1,6335 @@
 {
-    "id": "002",
-    "task_type": "B4",
-    "subtask_type": "topk",
-    "perspective": "data_holder",
-    "dataset_name": "Global YouTube Statistics 2023",
-    "table_path": "output/Global YouTube Statistics 2023_B4/Global YouTube Statistics 2023_B4_002/test.csv",
-    "query": "We're conducting a risk assessment on creator burnout and sustainability. Based on the trends from our archive, identify the 5 creators with the lowest 'highest_monthly_earnings' values in the new data batch, indicating those whose top-end earnings are most at risk for the coming month.",
-    "meta_info": {
-        "domain": "daily"
+  "id": "002",
+  "task_type": "B4",
+  "subtask_type": "topk",
+  "perspective": "data_holder",
+  "dataset_name": "Global YouTube Statistics 2023",
+  "table_path": "output/Global YouTube Statistics 2023_B4/Global YouTube Statistics 2023_B4_002/test.csv",
+  "query": "We're conducting a risk assessment on creator burnout and sustainability. Based on the trends from our archive, identify the 5 creators with the lowest 'highest_monthly_earnings' values in the new data batch, indicating those whose top-end earnings are most at risk for the coming month.",
+  "meta_info": {
+    "domain": "daily"
+  },
+  "final_decision": {},
+  "what_if": {},
+  "ground_truth": {
+    "extracted_features": [
+      {
+        "scenario_id": "001",
+        "features": {
+          "rank": 454,
+          "Youtuber": "GRAMMY GOLD OFFICIAL",
+          "subscribers": 18600000,
+          "video views": 20196704276.0,
+          "category": "Music",
+          "Title": "GRAMMY GOLD OFFICIAL",
+          "uploads": 6287,
+          "Country": "Thailand",
+          "Abbreviation": "TH",
+          "channel_type": "Music",
+          "video_views_rank": 121.0,
+          "country_rank": 5.0,
+          "channel_type_rank": 101.0,
+          "video_views_for_the_last_30_days": 168597000.0,
+          "lowest_monthly_earnings": 42100.0,
+          "highest_monthly_earnings": 674400.0,
+          "lowest_yearly_earnings": 505800.0,
+          "highest_yearly_earnings": 8100000.0,
+          "subscribers_for_last_30_days": 100000.0,
+          "created_year": 2014.0,
+          "created_month": "Jan",
+          "created_date": 15.0,
+          "Gross tertiary education enrollment (%)": 49.3,
+          "Population": 69625582.0,
+          "Unemployment rate": 0.75,
+          "Urban_population": 35294600.0,
+          "Latitude": 15.870032,
+          "Longitude": 100.992541
+        }
+      },
+      {
+        "scenario_id": "002",
+        "features": {
+          "rank": 601,
+          "Youtuber": "La Rosa de Guadalupe",
+          "subscribers": 16100000,
+          "video views": 9642146451.0,
+          "category": "Entertainment",
+          "Title": "larosadeguadalupe",
+          "uploads": 0,
+          "Country": "Mexico",
+          "Abbreviation": "MX",
+          "channel_type": "Games",
+          "video_views_rank": 4057944.0,
+          "country_rank": 4258.0,
+          "channel_type_rank": 7472.0,
+          "video_views_for_the_last_30_days": null,
+          "lowest_monthly_earnings": 0.0,
+          "highest_monthly_earnings": 0.0,
+          "lowest_yearly_earnings": 0.0,
+          "highest_yearly_earnings": 0.0,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2008.0,
+          "created_month": "Sep",
+          "created_date": 3.0,
+          "Gross tertiary education enrollment (%)": 40.2,
+          "Population": 126014024.0,
+          "Unemployment rate": 3.42,
+          "Urban_population": 102626859.0,
+          "Latitude": 23.634501,
+          "Longitude": -102.552784
+        }
+      },
+      {
+        "scenario_id": "003",
+        "features": {
+          "rank": 980,
+          "Youtuber": "DaniRep | +6 V����������ï",
+          "subscribers": 12400000,
+          "video views": 6933660906.0,
+          "category": "Gaming",
+          "Title": "DaniRep | +6 V����������ï",
+          "uploads": 12419,
+          "Country": "Spain",
+          "Abbreviation": "ES",
+          "channel_type": "Games",
+          "video_views_rank": 847.0,
+          "country_rank": 19.0,
+          "channel_type_rank": 68.0,
+          "video_views_for_the_last_30_days": 82648000.0,
+          "lowest_monthly_earnings": 20700.0,
+          "highest_monthly_earnings": 330600.0,
+          "lowest_yearly_earnings": 247900.0,
+          "highest_yearly_earnings": 4000000.0,
+          "subscribers_for_last_30_days": 100000.0,
+          "created_year": 2012.0,
+          "created_month": "Oct",
+          "created_date": 29.0,
+          "Gross tertiary education enrollment (%)": 88.9,
+          "Population": 47076781.0,
+          "Unemployment rate": 13.96,
+          "Urban_population": 37927409.0,
+          "Latitude": 40.463667,
+          "Longitude": -3.74922
+        }
+      },
+      {
+        "scenario_id": "004",
+        "features": {
+          "rank": 618,
+          "Youtuber": "Volga Video",
+          "subscribers": 15700000,
+          "video views": 9787697838.0,
+          "category": "Film & Animation",
+          "Title": "Volga Video",
+          "uploads": 16874,
+          "Country": "India",
+          "Abbreviation": "IN",
+          "channel_type": "Entertainment",
+          "video_views_rank": 463.0,
+          "country_rank": 97.0,
+          "channel_type_rank": 139.0,
+          "video_views_for_the_last_30_days": 51315000.0,
+          "lowest_monthly_earnings": 12800.0,
+          "highest_monthly_earnings": 205300.0,
+          "lowest_yearly_earnings": 153900.0,
+          "highest_yearly_earnings": 2500000.0,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2012.0,
+          "created_month": "Mar",
+          "created_date": 23.0,
+          "Gross tertiary education enrollment (%)": 28.1,
+          "Population": 1366417754.0,
+          "Unemployment rate": 5.36,
+          "Urban_population": 471031528.0,
+          "Latitude": 20.593684,
+          "Longitude": 78.96288
+        }
+      },
+      {
+        "scenario_id": "005",
+        "features": {
+          "rank": 638,
+          "Youtuber": "ýýýýýýýý ýýýýýýýýýýýýýý ýýýý 5 ýýýýýýýýýý",
+          "subscribers": 15500000,
+          "video views": 4499826716.0,
+          "category": "Howto & Style",
+          "Title": "ýýýýýýýý ýýýýýýýýýýýýýý ýýýý 5 ýýýýýýýýýý",
+          "uploads": 5183,
+          "Country": "Egypt",
+          "Abbreviation": "EG",
+          "channel_type": "Howto",
+          "video_views_rank": 1597.0,
+          "country_rank": 1.0,
+          "channel_type_rank": 22.0,
+          "video_views_for_the_last_30_days": 32916000.0,
+          "lowest_monthly_earnings": 8200.0,
+          "highest_monthly_earnings": 131700.0,
+          "lowest_yearly_earnings": 98700.0,
+          "highest_yearly_earnings": 1600000.0,
+          "subscribers_for_last_30_days": 100000.0,
+          "created_year": 2017.0,
+          "created_month": "Dec",
+          "created_date": 8.0,
+          "Gross tertiary education enrollment (%)": 35.2,
+          "Population": 100388073.0,
+          "Unemployment rate": 10.76,
+          "Urban_population": 42895824.0,
+          "Latitude": 26.820553,
+          "Longitude": 30.802498
+        }
+      },
+      {
+        "scenario_id": "006",
+        "features": {
+          "rank": 955,
+          "Youtuber": "Little Baby Bum en Espa�ï",
+          "subscribers": 12500000,
+          "video views": 6956320454.0,
+          "category": "Education",
+          "Title": "Little Baby Bum en Espa�ï",
+          "uploads": 1459,
+          "Country": "Spain",
+          "Abbreviation": "ES",
+          "channel_type": "Education",
+          "video_views_rank": 843.0,
+          "country_rank": 19.0,
+          "channel_type_rank": 46.0,
+          "video_views_for_the_last_30_days": 16319000.0,
+          "lowest_monthly_earnings": 4100.0,
+          "highest_monthly_earnings": 65300.0,
+          "lowest_yearly_earnings": 49000.0,
+          "highest_yearly_earnings": 783300.0,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2014.0,
+          "created_month": "Jun",
+          "created_date": 6.0,
+          "Gross tertiary education enrollment (%)": 88.9,
+          "Population": 47076781.0,
+          "Unemployment rate": 13.96,
+          "Urban_population": 37927409.0,
+          "Latitude": 40.463667,
+          "Longitude": -3.74922
+        }
+      },
+      {
+        "scenario_id": "007",
+        "features": {
+          "rank": 919,
+          "Youtuber": "Rauw Alejandro",
+          "subscribers": 12900000,
+          "video views": 11504090820.0,
+          "category": "Music",
+          "Title": "Rauw Alejandro",
+          "uploads": 168,
+          "Country": null,
+          "Abbreviation": null,
+          "channel_type": "Music",
+          "video_views_rank": 348.0,
+          "country_rank": 5.0,
+          "channel_type_rank": 145.0,
+          "video_views_for_the_last_30_days": 205548000.0,
+          "lowest_monthly_earnings": 51400.0,
+          "highest_monthly_earnings": 822200.0,
+          "lowest_yearly_earnings": 616600.0,
+          "highest_yearly_earnings": 9900000.0,
+          "subscribers_for_last_30_days": 100000.0,
+          "created_year": 2014.0,
+          "created_month": "Dec",
+          "created_date": 11.0,
+          "Gross tertiary education enrollment (%)": null,
+          "Population": null,
+          "Unemployment rate": null,
+          "Urban_population": null,
+          "Latitude": null,
+          "Longitude": null
+        }
+      },
+      {
+        "scenario_id": "008",
+        "features": {
+          "rank": 201,
+          "Youtuber": "ToyPuddingTV",
+          "subscribers": 27100000,
+          "video views": 15916882228.0,
+          "category": "Entertainment",
+          "Title": "ToyPudding TV[����ï",
+          "uploads": 2,
+          "Country": null,
+          "Abbreviation": null,
+          "channel_type": "People",
+          "video_views_rank": 4052296.0,
+          "country_rank": null,
+          "channel_type_rank": 7692.0,
+          "video_views_for_the_last_30_days": 14.0,
+          "lowest_monthly_earnings": 0.0,
+          "highest_monthly_earnings": 0.06,
+          "lowest_yearly_earnings": 0.04,
+          "highest_yearly_earnings": 0.67,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2017.0,
+          "created_month": "Jun",
+          "created_date": 7.0,
+          "Gross tertiary education enrollment (%)": null,
+          "Population": null,
+          "Unemployment rate": null,
+          "Urban_population": null,
+          "Latitude": null,
+          "Longitude": null
+        }
+      },
+      {
+        "scenario_id": "009",
+        "features": {
+          "rank": 216,
+          "Youtuber": "Junya.����",
+          "subscribers": 26200000,
+          "video views": 16097531087.0,
+          "category": "Entertainment",
+          "Title": "Junya.����",
+          "uploads": 5985,
+          "Country": "Japan",
+          "Abbreviation": "JP",
+          "channel_type": "Entertainment",
+          "video_views_rank": 184.0,
+          "country_rank": 2.0,
+          "channel_type_rank": 56.0,
+          "video_views_for_the_last_30_days": 721848000.0,
+          "lowest_monthly_earnings": 180500.0,
+          "highest_monthly_earnings": 2900000.0,
+          "lowest_yearly_earnings": 2200000.0,
+          "highest_yearly_earnings": 34600000.0,
+          "subscribers_for_last_30_days": 1100000.0,
+          "created_year": 2020.0,
+          "created_month": "Sep",
+          "created_date": 14.0,
+          "Gross tertiary education enrollment (%)": 63.2,
+          "Population": 126226568.0,
+          "Unemployment rate": 2.29,
+          "Urban_population": 115782416.0,
+          "Latitude": 36.204824,
+          "Longitude": 138.252924
+        }
+      },
+      {
+        "scenario_id": "010",
+        "features": {
+          "rank": 521,
+          "Youtuber": "Stubborn Facts",
+          "subscribers": 17300000,
+          "video views": 902225615.0,
+          "category": "Film & Animation",
+          "Title": "Stubborn Facts",
+          "uploads": 287,
+          "Country": "India",
+          "Abbreviation": "IN",
+          "channel_type": "Entertainment",
+          "video_views_rank": 13315.0,
+          "country_rank": 87.0,
+          "channel_type_rank": 125.0,
+          "video_views_for_the_last_30_days": 837850.0,
+          "lowest_monthly_earnings": 209.0,
+          "highest_monthly_earnings": 3400.0,
+          "lowest_yearly_earnings": 2500.0,
+          "highest_yearly_earnings": 40200.0,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2016.0,
+          "created_month": "Sep",
+          "created_date": 5.0,
+          "Gross tertiary education enrollment (%)": 28.1,
+          "Population": 1366417754.0,
+          "Unemployment rate": 5.36,
+          "Urban_population": 471031528.0,
+          "Latitude": 20.593684,
+          "Longitude": 78.96288
+        }
+      },
+      {
+        "scenario_id": "011",
+        "features": {
+          "rank": 507,
+          "Youtuber": "MissaSinfonia",
+          "subscribers": 17600000,
+          "video views": 2274007523.0,
+          "category": "Comedy",
+          "Title": "MissaSinfonia",
+          "uploads": 233,
+          "Country": "Mexico",
+          "Abbreviation": "MX",
+          "channel_type": "Comedy",
+          "video_views_rank": 4139.0,
+          "country_rank": 17.0,
+          "channel_type_rank": 25.0,
+          "video_views_for_the_last_30_days": 27445000.0,
+          "lowest_monthly_earnings": 6900.0,
+          "highest_monthly_earnings": 109800.0,
+          "lowest_yearly_earnings": 82300.0,
+          "highest_yearly_earnings": 1300000.0,
+          "subscribers_for_last_30_days": 100000.0,
+          "created_year": 2011.0,
+          "created_month": "Jan",
+          "created_date": 5.0,
+          "Gross tertiary education enrollment (%)": 40.2,
+          "Population": 126014024.0,
+          "Unemployment rate": 3.42,
+          "Urban_population": 102626859.0,
+          "Latitude": 23.634501,
+          "Longitude": -102.552784
+        }
+      },
+      {
+        "scenario_id": "012",
+        "features": {
+          "rank": 506,
+          "Youtuber": "zbing z.",
+          "subscribers": 17600000,
+          "video views": 9269174070.0,
+          "category": "Gaming",
+          "Title": "zbing z.",
+          "uploads": 3151,
+          "Country": "Thailand",
+          "Abbreviation": "TH",
+          "channel_type": "Games",
+          "video_views_rank": 511.0,
+          "country_rank": 7.0,
+          "channel_type_rank": 36.0,
+          "video_views_for_the_last_30_days": 55127000.0,
+          "lowest_monthly_earnings": 13800.0,
+          "highest_monthly_earnings": 220500.0,
+          "lowest_yearly_earnings": 165400.0,
+          "highest_yearly_earnings": 2600000.0,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2014.0,
+          "created_month": "Mar",
+          "created_date": 12.0,
+          "Gross tertiary education enrollment (%)": 49.3,
+          "Population": 69625582.0,
+          "Unemployment rate": 0.75,
+          "Urban_population": 35294600.0,
+          "Latitude": 15.870032,
+          "Longitude": 100.992541
+        }
+      },
+      {
+        "scenario_id": "013",
+        "features": {
+          "rank": 723,
+          "Youtuber": "Colors Rishtey",
+          "subscribers": 14700000,
+          "video views": 12362331529.0,
+          "category": "Entertainment",
+          "Title": "Colors Rishtey",
+          "uploads": 23490,
+          "Country": "India",
+          "Abbreviation": "IN",
+          "channel_type": "Entertainment",
+          "video_views_rank": 310.0,
+          "country_rank": 105.0,
+          "channel_type_rank": 148.0,
+          "video_views_for_the_last_30_days": 347603000.0,
+          "lowest_monthly_earnings": 86900.0,
+          "highest_monthly_earnings": 1400000.0,
+          "lowest_yearly_earnings": 1000000.0,
+          "highest_yearly_earnings": 16700000.0,
+          "subscribers_for_last_30_days": 400000.0,
+          "created_year": 2013.0,
+          "created_month": "Nov",
+          "created_date": 28.0,
+          "Gross tertiary education enrollment (%)": 28.1,
+          "Population": 1366417754.0,
+          "Unemployment rate": 5.36,
+          "Urban_population": 471031528.0,
+          "Latitude": 20.593684,
+          "Longitude": 78.96288
+        }
+      },
+      {
+        "scenario_id": "014",
+        "features": {
+          "rank": 703,
+          "Youtuber": "Bayashi TV",
+          "subscribers": 14900000,
+          "video views": 8615618825.0,
+          "category": "Entertainment",
+          "Title": "ýýýýýýýýýýýýýýýýýýBAYASHITV",
+          "uploads": 93,
+          "Country": "Japan",
+          "Abbreviation": "JP",
+          "channel_type": "Autos",
+          "video_views_rank": 3468229.0,
+          "country_rank": 3508.0,
+          "channel_type_rank": 3271.0,
+          "video_views_for_the_last_30_days": 2477.0,
+          "lowest_monthly_earnings": 0.62,
+          "highest_monthly_earnings": 10.0,
+          "lowest_yearly_earnings": 7.0,
+          "highest_yearly_earnings": 119.0,
+          "subscribers_for_last_30_days": 9.0,
+          "created_year": 2012.0,
+          "created_month": "Nov",
+          "created_date": 19.0,
+          "Gross tertiary education enrollment (%)": 63.2,
+          "Population": 126226568.0,
+          "Unemployment rate": 2.29,
+          "Urban_population": 115782416.0,
+          "Latitude": 36.204824,
+          "Longitude": 138.252924
+        }
+      },
+      {
+        "scenario_id": "015",
+        "features": {
+          "rank": 931,
+          "Youtuber": "FACT FIRE KING",
+          "subscribers": 12700000,
+          "video views": 1159290255.0,
+          "category": null,
+          "Title": "FACT FIRE KING",
+          "uploads": 782,
+          "Country": "India",
+          "Abbreviation": "IN",
+          "channel_type": "Games",
+          "video_views_rank": 9683.0,
+          "country_rank": 120.0,
+          "channel_type_rank": 66.0,
+          "video_views_for_the_last_30_days": 51291000.0,
+          "lowest_monthly_earnings": 12800.0,
+          "highest_monthly_earnings": 205200.0,
+          "lowest_yearly_earnings": 153900.0,
+          "highest_yearly_earnings": 2500000.0,
+          "subscribers_for_last_30_days": 500000.0,
+          "created_year": 2020.0,
+          "created_month": "Jul",
+          "created_date": 29.0,
+          "Gross tertiary education enrollment (%)": 28.1,
+          "Population": 1366417754.0,
+          "Unemployment rate": 5.36,
+          "Urban_population": 471031528.0,
+          "Latitude": 20.593684,
+          "Longitude": 78.96288
+        }
+      },
+      {
+        "scenario_id": "016",
+        "features": {
+          "rank": 185,
+          "Youtuber": "infobells - Telugu",
+          "subscribers": 28300000,
+          "video views": 14814192034.0,
+          "category": "Education",
+          "Title": "infobells - Telugu",
+          "uploads": 505,
+          "Country": "India",
+          "Abbreviation": "IN",
+          "channel_type": "Education",
+          "video_views_rank": 223.0,
+          "country_rank": 45.0,
+          "channel_type_rank": 14.0,
+          "video_views_for_the_last_30_days": 288110000.0,
+          "lowest_monthly_earnings": 72000.0,
+          "highest_monthly_earnings": 1200000.0,
+          "lowest_yearly_earnings": 864300.0,
+          "highest_yearly_earnings": 13800000.0,
+          "subscribers_for_last_30_days": 800000.0,
+          "created_year": 2014.0,
+          "created_month": "Mar",
+          "created_date": 13.0,
+          "Gross tertiary education enrollment (%)": 28.1,
+          "Population": 1366417754.0,
+          "Unemployment rate": 5.36,
+          "Urban_population": 471031528.0,
+          "Latitude": 20.593684,
+          "Longitude": 78.96288
+        }
+      },
+      {
+        "scenario_id": "017",
+        "features": {
+          "rank": 322,
+          "Youtuber": "Ben Azelart",
+          "subscribers": 21900000,
+          "video views": 4454917643.0,
+          "category": "Film & Animation",
+          "Title": "Ben Azelart",
+          "uploads": 301,
+          "Country": "United States",
+          "Abbreviation": "US",
+          "channel_type": "Entertainment",
+          "video_views_rank": 1620.0,
+          "country_rank": 94.0,
+          "channel_type_rank": 88.0,
+          "video_views_for_the_last_30_days": 184946000.0,
+          "lowest_monthly_earnings": 46200.0,
+          "highest_monthly_earnings": 739800.0,
+          "lowest_yearly_earnings": 554800.0,
+          "highest_yearly_earnings": 8900000.0,
+          "subscribers_for_last_30_days": 500000.0,
+          "created_year": 2014.0,
+          "created_month": "Jun",
+          "created_date": 5.0,
+          "Gross tertiary education enrollment (%)": 88.2,
+          "Population": 328239523.0,
+          "Unemployment rate": 14.7,
+          "Urban_population": 270663028.0,
+          "Latitude": 37.09024,
+          "Longitude": -95.712891
+        }
+      },
+      {
+        "scenario_id": "018",
+        "features": {
+          "rank": 311,
+          "Youtuber": "LeoNata Family",
+          "subscribers": 22600000,
+          "video views": 27084848152.0,
+          "category": "People & Blogs",
+          "Title": "LeoNata Family",
+          "uploads": 2321,
+          "Country": "United States",
+          "Abbreviation": "US",
+          "channel_type": "People",
+          "video_views_rank": 57.0,
+          "country_rank": 87.0,
+          "channel_type_rank": 11.0,
+          "video_views_for_the_last_30_days": 1174000000.0,
+          "lowest_monthly_earnings": 293500.0,
+          "highest_monthly_earnings": 4700000.0,
+          "lowest_yearly_earnings": 3500000.0,
+          "highest_yearly_earnings": 56300000.0,
+          "subscribers_for_last_30_days": 1300000.0,
+          "created_year": 2021.0,
+          "created_month": "Sep",
+          "created_date": 28.0,
+          "Gross tertiary education enrollment (%)": 88.2,
+          "Population": 328239523.0,
+          "Unemployment rate": 14.7,
+          "Urban_population": 270663028.0,
+          "Latitude": 37.09024,
+          "Longitude": -95.712891
+        }
+      },
+      {
+        "scenario_id": "019",
+        "features": {
+          "rank": 818,
+          "Youtuber": "123 GO! Spanish",
+          "subscribers": 13800000,
+          "video views": 5019136690.0,
+          "category": "People & Blogs",
+          "Title": "123 GO! Spanish",
+          "uploads": 520,
+          "Country": "Mexico",
+          "Abbreviation": "MX",
+          "channel_type": "Howto",
+          "video_views_rank": 1361.0,
+          "country_rank": 30.0,
+          "channel_type_rank": 28.0,
+          "video_views_for_the_last_30_days": 26519000.0,
+          "lowest_monthly_earnings": 6600.0,
+          "highest_monthly_earnings": 106100.0,
+          "lowest_yearly_earnings": 79600.0,
+          "highest_yearly_earnings": 1300000.0,
+          "subscribers_for_last_30_days": 100000.0,
+          "created_year": 2019.0,
+          "created_month": "Mar",
+          "created_date": 13.0,
+          "Gross tertiary education enrollment (%)": 40.2,
+          "Population": 126014024.0,
+          "Unemployment rate": 3.42,
+          "Urban_population": 102626859.0,
+          "Latitude": 23.634501,
+          "Longitude": -102.552784
+        }
+      },
+      {
+        "scenario_id": "020",
+        "features": {
+          "rank": 717,
+          "Youtuber": "Canal Nostalgia",
+          "subscribers": 14700000,
+          "video views": 1506796393.0,
+          "category": "Entertainment",
+          "Title": "Canal Nostalgia TV",
+          "uploads": 554,
+          "Country": "Spain",
+          "Abbreviation": "ES",
+          "channel_type": "Entertainment",
+          "video_views_rank": 325721.0,
+          "country_rank": 1549.0,
+          "channel_type_rank": 2275.0,
+          "video_views_for_the_last_30_days": 226420.0,
+          "lowest_monthly_earnings": 57.0,
+          "highest_monthly_earnings": 906.0,
+          "lowest_yearly_earnings": 679.0,
+          "highest_yearly_earnings": 10900.0,
+          "subscribers_for_last_30_days": 600.0,
+          "created_year": 2010.0,
+          "created_month": "Feb",
+          "created_date": 19.0,
+          "Gross tertiary education enrollment (%)": 88.9,
+          "Population": 47076781.0,
+          "Unemployment rate": 13.96,
+          "Urban_population": 37927409.0,
+          "Latitude": 40.463667,
+          "Longitude": -3.74922
+        }
+      },
+      {
+        "scenario_id": "021",
+        "features": {
+          "rank": 533,
+          "Youtuber": "Queen Official",
+          "subscribers": 17000000,
+          "video views": 10847948832.0,
+          "category": "Music",
+          "Title": "Queen Official",
+          "uploads": 1015,
+          "Country": "United Kingdom",
+          "Abbreviation": "GB",
+          "channel_type": "Music",
+          "video_views_rank": 385.0,
+          "country_rank": 21.0,
+          "channel_type_rank": 112.0,
+          "video_views_for_the_last_30_days": 93768000.0,
+          "lowest_monthly_earnings": 23400.0,
+          "highest_monthly_earnings": 375100.0,
+          "lowest_yearly_earnings": 281300.0,
+          "highest_yearly_earnings": 4500000.0,
+          "subscribers_for_last_30_days": 100000.0,
+          "created_year": 2008.0,
+          "created_month": "Jul",
+          "created_date": 7.0,
+          "Gross tertiary education enrollment (%)": 60.0,
+          "Population": 66834405.0,
+          "Unemployment rate": 3.85,
+          "Urban_population": 55908316.0,
+          "Latitude": 55.378051,
+          "Longitude": -3.435973
+        }
+      },
+      {
+        "scenario_id": "022",
+        "features": {
+          "rank": 9,
+          "Youtuber": "Like Nastya",
+          "subscribers": 106000000,
+          "video views": 90479060027.0,
+          "category": "People & Blogs",
+          "Title": "Like Nastya Vlog",
+          "uploads": 493,
+          "Country": "Russia",
+          "Abbreviation": "RU",
+          "channel_type": "People",
+          "video_views_rank": 630.0,
+          "country_rank": 5.0,
+          "channel_type_rank": 25.0,
+          "video_views_for_the_last_30_days": 48947000.0,
+          "lowest_monthly_earnings": 12200.0,
+          "highest_monthly_earnings": 195800.0,
+          "lowest_yearly_earnings": 146800.0,
+          "highest_yearly_earnings": 2300000.0,
+          "subscribers_for_last_30_days": 100000.0,
+          "created_year": 2016.0,
+          "created_month": "Jan",
+          "created_date": 14.0,
+          "Gross tertiary education enrollment (%)": 81.9,
+          "Population": 144373535.0,
+          "Unemployment rate": 4.59,
+          "Urban_population": 107683889.0,
+          "Latitude": 61.52401,
+          "Longitude": 105.318756
+        }
+      },
+      {
+        "scenario_id": "023",
+        "features": {
+          "rank": 657,
+          "Youtuber": "T-Series Hamaar Bhojpuri",
+          "subscribers": 15200000,
+          "video views": 7564652648.0,
+          "category": "Entertainment",
+          "Title": "T-Series Hamaar Bhojpuri",
+          "uploads": 9862,
+          "Country": "India",
+          "Abbreviation": "IN",
+          "channel_type": "Music",
+          "video_views_rank": 728.0,
+          "country_rank": 101.0,
+          "channel_type_rank": 125.0,
+          "video_views_for_the_last_30_days": 105978000.0,
+          "lowest_monthly_earnings": 26500.0,
+          "highest_monthly_earnings": 423900.0,
+          "lowest_yearly_earnings": 317900.0,
+          "highest_yearly_earnings": 5100000.0,
+          "subscribers_for_last_30_days": 200000.0,
+          "created_year": 2011.0,
+          "created_month": "Nov",
+          "created_date": 1.0,
+          "Gross tertiary education enrollment (%)": 28.1,
+          "Population": 1366417754.0,
+          "Unemployment rate": 5.36,
+          "Urban_population": 471031528.0,
+          "Latitude": 20.593684,
+          "Longitude": 78.96288
+        }
+      },
+      {
+        "scenario_id": "024",
+        "features": {
+          "rank": 662,
+          "Youtuber": "Kim Loaiza",
+          "subscribers": 15100000,
+          "video views": 1576633086.0,
+          "category": "Music",
+          "Title": "Kim Loaiza",
+          "uploads": 18,
+          "Country": null,
+          "Abbreviation": null,
+          "channel_type": "Music",
+          "video_views_rank": 6655.0,
+          "country_rank": null,
+          "channel_type_rank": 127.0,
+          "video_views_for_the_last_30_days": 26053000.0,
+          "lowest_monthly_earnings": 6500.0,
+          "highest_monthly_earnings": 104200.0,
+          "lowest_yearly_earnings": 78200.0,
+          "highest_yearly_earnings": 1300000.0,
+          "subscribers_for_last_30_days": 100000.0,
+          "created_year": 2019.0,
+          "created_month": "Jan",
+          "created_date": 18.0,
+          "Gross tertiary education enrollment (%)": null,
+          "Population": null,
+          "Unemployment rate": null,
+          "Urban_population": null,
+          "Latitude": null,
+          "Longitude": null
+        }
+      },
+      {
+        "scenario_id": "025",
+        "features": {
+          "rank": 597,
+          "Youtuber": "Daily Dose Of Internet",
+          "subscribers": 16100000,
+          "video views": 6872702790.0,
+          "category": "Entertainment",
+          "Title": "Daily Dose Of Internet",
+          "uploads": 671,
+          "Country": "United States",
+          "Abbreviation": "US",
+          "channel_type": "Entertainment",
+          "video_views_rank": 851.0,
+          "country_rank": 140.0,
+          "channel_type_rank": 136.0,
+          "video_views_for_the_last_30_days": 399807000.0,
+          "lowest_monthly_earnings": 100000.0,
+          "highest_monthly_earnings": 1600000.0,
+          "lowest_yearly_earnings": 1200000.0,
+          "highest_yearly_earnings": 19200000.0,
+          "subscribers_for_last_30_days": 300000.0,
+          "created_year": 2015.0,
+          "created_month": "Jul",
+          "created_date": 15.0,
+          "Gross tertiary education enrollment (%)": 88.2,
+          "Population": 328239523.0,
+          "Unemployment rate": 14.7,
+          "Urban_population": 270663028.0,
+          "Latitude": 37.09024,
+          "Longitude": -95.712891
+        }
+      },
+      {
+        "scenario_id": "026",
+        "features": {
+          "rank": 428,
+          "Youtuber": "shane",
+          "subscribers": 19200000,
+          "video views": 4329121104.0,
+          "category": "People & Blogs",
+          "Title": "shane",
+          "uploads": 570,
+          "Country": "United States",
+          "Abbreviation": "US",
+          "channel_type": "Comedy",
+          "video_views_rank": 1705.0,
+          "country_rank": 114.0,
+          "channel_type_rank": 22.0,
+          "video_views_for_the_last_30_days": 2730000.0,
+          "lowest_monthly_earnings": 683.0,
+          "highest_monthly_earnings": 10900.0,
+          "lowest_yearly_earnings": 8200.0,
+          "highest_yearly_earnings": 131100.0,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2005.0,
+          "created_month": "Sep",
+          "created_date": 22.0,
+          "Gross tertiary education enrollment (%)": 88.2,
+          "Population": 328239523.0,
+          "Unemployment rate": 14.7,
+          "Urban_population": 270663028.0,
+          "Latitude": 37.09024,
+          "Longitude": -95.712891
+        }
+      },
+      {
+        "scenario_id": "027",
+        "features": {
+          "rank": 760,
+          "Youtuber": "Coke Studio",
+          "subscribers": 14400000,
+          "video views": 4035738731.0,
+          "category": "Music",
+          "Title": "Rohail Hyatt",
+          "uploads": 450,
+          "Country": "United States",
+          "Abbreviation": "US",
+          "channel_type": "Music",
+          "video_views_rank": 23796.0,
+          "country_rank": 962.0,
+          "channel_type_rank": 836.0,
+          "video_views_for_the_last_30_days": 3557000.0,
+          "lowest_monthly_earnings": 889.0,
+          "highest_monthly_earnings": 14200.0,
+          "lowest_yearly_earnings": 10700.0,
+          "highest_yearly_earnings": 170700.0,
+          "subscribers_for_last_30_days": 10000.0,
+          "created_year": 2008.0,
+          "created_month": "Jun",
+          "created_date": 4.0,
+          "Gross tertiary education enrollment (%)": 88.2,
+          "Population": 328239523.0,
+          "Unemployment rate": 14.7,
+          "Urban_population": 270663028.0,
+          "Latitude": 37.09024,
+          "Longitude": -95.712891
+        }
+      },
+      {
+        "scenario_id": "028",
+        "features": {
+          "rank": 247,
+          "Youtuber": "EminemVEVO",
+          "subscribers": 24700000,
+          "video views": 20531704527.0,
+          "category": "Music",
+          "Title": "EminemVEVO",
+          "uploads": 104,
+          "Country": "United States",
+          "Abbreviation": "US",
+          "channel_type": "Music",
+          "video_views_rank": 115.0,
+          "country_rank": 73.0,
+          "channel_type_rank": 74.0,
+          "video_views_for_the_last_30_days": 139443000.0,
+          "lowest_monthly_earnings": 34900.0,
+          "highest_monthly_earnings": 557800.0,
+          "lowest_yearly_earnings": 418300.0,
+          "highest_yearly_earnings": 6700000.0,
+          "subscribers_for_last_30_days": 100000.0,
+          "created_year": 2009.0,
+          "created_month": "May",
+          "created_date": 12.0,
+          "Gross tertiary education enrollment (%)": 88.2,
+          "Population": 328239523.0,
+          "Unemployment rate": 14.7,
+          "Urban_population": 270663028.0,
+          "Latitude": 37.09024,
+          "Longitude": -95.712891
+        }
+      },
+      {
+        "scenario_id": "029",
+        "features": {
+          "rank": 357,
+          "Youtuber": "Dr. Vivek Bindra: Motivational Speaker",
+          "subscribers": 20900000,
+          "video views": 1693149479.0,
+          "category": "Education",
+          "Title": "Dr. Vivek Bindra: Motivational Speaker",
+          "uploads": 896,
+          "Country": "India",
+          "Abbreviation": "IN",
+          "channel_type": "Education",
+          "video_views_rank": 6082.0,
+          "country_rank": 69.0,
+          "channel_type_rank": 20.0,
+          "video_views_for_the_last_30_days": 28588000.0,
+          "lowest_monthly_earnings": 7100.0,
+          "highest_monthly_earnings": 114400.0,
+          "lowest_yearly_earnings": 85800.0,
+          "highest_yearly_earnings": 1400000.0,
+          "subscribers_for_last_30_days": 100000.0,
+          "created_year": 2013.0,
+          "created_month": "Dec",
+          "created_date": 6.0,
+          "Gross tertiary education enrollment (%)": 28.1,
+          "Population": 1366417754.0,
+          "Unemployment rate": 5.36,
+          "Urban_population": 471031528.0,
+          "Latitude": 20.593684,
+          "Longitude": 78.96288
+        }
+      },
+      {
+        "scenario_id": "030",
+        "features": {
+          "rank": 437,
+          "Youtuber": "Turma da M��",
+          "subscribers": 19000000,
+          "video views": 13824277846.0,
+          "category": "Film & Animation",
+          "Title": "Turma da M��",
+          "uploads": 1154,
+          "Country": "Brazil",
+          "Abbreviation": "BR",
+          "channel_type": "Film",
+          "video_views_rank": 260.0,
+          "country_rank": 22.0,
+          "channel_type_rank": 27.0,
+          "video_views_for_the_last_30_days": 76903000.0,
+          "lowest_monthly_earnings": 19200.0,
+          "highest_monthly_earnings": 307600.0,
+          "lowest_yearly_earnings": 230700.0,
+          "highest_yearly_earnings": 3700000.0,
+          "subscribers_for_last_30_days": 100000.0,
+          "created_year": 2012.0,
+          "created_month": "Jul",
+          "created_date": 30.0,
+          "Gross tertiary education enrollment (%)": 51.3,
+          "Population": 212559417.0,
+          "Unemployment rate": 12.08,
+          "Urban_population": 183241641.0,
+          "Latitude": -14.235004,
+          "Longitude": -51.92528
+        }
+      },
+      {
+        "scenario_id": "031",
+        "features": {
+          "rank": 307,
+          "Youtuber": "Heroindori",
+          "subscribers": 22600000,
+          "video views": 9223534599.0,
+          "category": "Comedy",
+          "Title": "Heroindori",
+          "uploads": 495,
+          "Country": "India",
+          "Abbreviation": "IN",
+          "channel_type": "Entertainment",
+          "video_views_rank": 508.0,
+          "country_rank": 62.0,
+          "channel_type_rank": 81.0,
+          "video_views_for_the_last_30_days": 399152000.0,
+          "lowest_monthly_earnings": 99800.0,
+          "highest_monthly_earnings": 1600000.0,
+          "lowest_yearly_earnings": 1200000.0,
+          "highest_yearly_earnings": 19200000.0,
+          "subscribers_for_last_30_days": 1400000.0,
+          "created_year": 2020.0,
+          "created_month": "Jun",
+          "created_date": 29.0,
+          "Gross tertiary education enrollment (%)": 28.1,
+          "Population": 1366417754.0,
+          "Unemployment rate": 5.36,
+          "Urban_population": 471031528.0,
+          "Latitude": 20.593684,
+          "Longitude": 78.96288
+        }
+      },
+      {
+        "scenario_id": "032",
+        "features": {
+          "rank": 424,
+          "Youtuber": "FIFA",
+          "subscribers": 19400000,
+          "video views": 5529131886.0,
+          "category": "Sports",
+          "Title": "FIFA",
+          "uploads": 10728,
+          "Country": "Switzerland",
+          "Abbreviation": "CH",
+          "channel_type": "Sports",
+          "video_views_rank": 1186.0,
+          "country_rank": 1.0,
+          "channel_type_rank": 5.0,
+          "video_views_for_the_last_30_days": 58863000.0,
+          "lowest_monthly_earnings": 14700.0,
+          "highest_monthly_earnings": 235500.0,
+          "lowest_yearly_earnings": 176600.0,
+          "highest_yearly_earnings": 2800000.0,
+          "subscribers_for_last_30_days": 100000.0,
+          "created_year": 2006.0,
+          "created_month": "Sep",
+          "created_date": 6.0,
+          "Gross tertiary education enrollment (%)": 59.6,
+          "Population": 8574832.0,
+          "Unemployment rate": 4.58,
+          "Urban_population": 6332428.0,
+          "Latitude": 46.818188,
+          "Longitude": 8.227512
+        }
+      },
+      {
+        "scenario_id": "033",
+        "features": {
+          "rank": 681,
+          "Youtuber": "TheRichest",
+          "subscribers": 15000000,
+          "video views": 2730879024.0,
+          "category": "Education",
+          "Title": "Therichest",
+          "uploads": 0,
+          "Country": "United States",
+          "Abbreviation": "US",
+          "channel_type": "Games",
+          "video_views_rank": 4057944.0,
+          "country_rank": 7692.0,
+          "channel_type_rank": 7445.0,
+          "video_views_for_the_last_30_days": null,
+          "lowest_monthly_earnings": 0.0,
+          "highest_monthly_earnings": 0.0,
+          "lowest_yearly_earnings": 0.0,
+          "highest_yearly_earnings": 0.0,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2006.0,
+          "created_month": "May",
+          "created_date": 25.0,
+          "Gross tertiary education enrollment (%)": 88.2,
+          "Population": 328239523.0,
+          "Unemployment rate": 14.7,
+          "Urban_population": 270663028.0,
+          "Latitude": 37.09024,
+          "Longitude": -95.712891
+        }
+      },
+      {
+        "scenario_id": "034",
+        "features": {
+          "rank": 397,
+          "Youtuber": "7clouds",
+          "subscribers": 20100000,
+          "video views": 14816075927.0,
+          "category": "Music",
+          "Title": "7clouds",
+          "uploads": 2384,
+          "Country": "United States",
+          "Abbreviation": "US",
+          "channel_type": "Music",
+          "video_views_rank": 227.0,
+          "country_rank": 108.0,
+          "channel_type_rank": 95.0,
+          "video_views_for_the_last_30_days": 276751000.0,
+          "lowest_monthly_earnings": 69200.0,
+          "highest_monthly_earnings": 1100000.0,
+          "lowest_yearly_earnings": 830300.0,
+          "highest_yearly_earnings": 13300000.0,
+          "subscribers_for_last_30_days": 300000.0,
+          "created_year": 2013.0,
+          "created_month": "May",
+          "created_date": 25.0,
+          "Gross tertiary education enrollment (%)": 88.2,
+          "Population": 328239523.0,
+          "Unemployment rate": 14.7,
+          "Urban_population": 270663028.0,
+          "Latitude": 37.09024,
+          "Longitude": -95.712891
+        }
+      },
+      {
+        "scenario_id": "035",
+        "features": {
+          "rank": 531,
+          "Youtuber": "TRANS TV Official",
+          "subscribers": 17100000,
+          "video views": 9710962528.0,
+          "category": "Entertainment",
+          "Title": "TRANS TV Official",
+          "uploads": 148225,
+          "Country": "Indonesia",
+          "Abbreviation": "ID",
+          "channel_type": "Entertainment",
+          "video_views_rank": 472.0,
+          "country_rank": 18.0,
+          "channel_type_rank": 127.0,
+          "video_views_for_the_last_30_days": 45811000.0,
+          "lowest_monthly_earnings": 11500.0,
+          "highest_monthly_earnings": 183200.0,
+          "lowest_yearly_earnings": 137400.0,
+          "highest_yearly_earnings": 2200000.0,
+          "subscribers_for_last_30_days": 100000.0,
+          "created_year": 2014.0,
+          "created_month": "Sep",
+          "created_date": 2.0,
+          "Gross tertiary education enrollment (%)": 36.3,
+          "Population": 270203917.0,
+          "Unemployment rate": 4.69,
+          "Urban_population": 151509724.0,
+          "Latitude": -0.789275,
+          "Longitude": 113.921327
+        }
+      },
+      {
+        "scenario_id": "036",
+        "features": {
+          "rank": 528,
+          "Youtuber": "El Reino a Jugar",
+          "subscribers": 17200000,
+          "video views": 11445492404.0,
+          "category": "Education",
+          "Title": "El Reino a Jugar",
+          "uploads": 1007,
+          "Country": "Argentina",
+          "Abbreviation": "AR",
+          "channel_type": "Education",
+          "video_views_rank": 353.0,
+          "country_rank": 11.0,
+          "channel_type_rank": 28.0,
+          "video_views_for_the_last_30_days": 83709000.0,
+          "lowest_monthly_earnings": 20900.0,
+          "highest_monthly_earnings": 334800.0,
+          "lowest_yearly_earnings": 251100.0,
+          "highest_yearly_earnings": 4000000.0,
+          "subscribers_for_last_30_days": 100000.0,
+          "created_year": 2015.0,
+          "created_month": "Mar",
+          "created_date": 3.0,
+          "Gross tertiary education enrollment (%)": 90.0,
+          "Population": 44938712.0,
+          "Unemployment rate": 9.79,
+          "Urban_population": 41339571.0,
+          "Latitude": -38.416097,
+          "Longitude": -63.616672
+        }
+      },
+      {
+        "scenario_id": "037",
+        "features": {
+          "rank": 334,
+          "Youtuber": "DUDU e CAROL",
+          "subscribers": 21600000,
+          "video views": 9597894786.0,
+          "category": "Autos & Vehicles",
+          "Title": "DUDU e CAROL",
+          "uploads": 2942,
+          "Country": "Brazil",
+          "Abbreviation": "BR",
+          "channel_type": "Entertainment",
+          "video_views_rank": 481.0,
+          "country_rank": 15.0,
+          "channel_type_rank": 90.0,
+          "video_views_for_the_last_30_days": 193174000.0,
+          "lowest_monthly_earnings": 48300.0,
+          "highest_monthly_earnings": 772700.0,
+          "lowest_yearly_earnings": 579500.0,
+          "highest_yearly_earnings": 9300000.0,
+          "subscribers_for_last_30_days": 300000.0,
+          "created_year": 2013.0,
+          "created_month": "Mar",
+          "created_date": 2.0,
+          "Gross tertiary education enrollment (%)": 51.3,
+          "Population": 212559417.0,
+          "Unemployment rate": 12.08,
+          "Urban_population": 183241641.0,
+          "Latitude": -14.235004,
+          "Longitude": -51.92528
+        }
+      },
+      {
+        "scenario_id": "038",
+        "features": {
+          "rank": 343,
+          "Youtuber": "The Royalty Family",
+          "subscribers": 21300000,
+          "video views": 6269945014.0,
+          "category": "People & Blogs",
+          "Title": "The Royalty Family",
+          "uploads": 733,
+          "Country": "United States",
+          "Abbreviation": "US",
+          "channel_type": "People",
+          "video_views_rank": 982.0,
+          "country_rank": 98.0,
+          "channel_type_rank": 15.0,
+          "video_views_for_the_last_30_days": 160227000.0,
+          "lowest_monthly_earnings": 40100.0,
+          "highest_monthly_earnings": 640900.0,
+          "lowest_yearly_earnings": 480700.0,
+          "highest_yearly_earnings": 7700000.0,
+          "subscribers_for_last_30_days": 200000.0,
+          "created_year": 2017.0,
+          "created_month": "Apr",
+          "created_date": 13.0,
+          "Gross tertiary education enrollment (%)": 88.2,
+          "Population": 328239523.0,
+          "Unemployment rate": 14.7,
+          "Urban_population": 270663028.0,
+          "Latitude": 37.09024,
+          "Longitude": -95.712891
+        }
+      },
+      {
+        "scenario_id": "039",
+        "features": {
+          "rank": 866,
+          "Youtuber": "Vogue",
+          "subscribers": 13300000,
+          "video views": 4177184071.0,
+          "category": "Entertainment",
+          "Title": "Vogue",
+          "uploads": 3166,
+          "Country": "United States",
+          "Abbreviation": "US",
+          "channel_type": "People",
+          "video_views_rank": 1789.0,
+          "country_rank": 167.0,
+          "channel_type_rank": 54.0,
+          "video_views_for_the_last_30_days": 45095000.0,
+          "lowest_monthly_earnings": 11300.0,
+          "highest_monthly_earnings": 180400.0,
+          "lowest_yearly_earnings": 135300.0,
+          "highest_yearly_earnings": 2200000.0,
+          "subscribers_for_last_30_days": 100000.0,
+          "created_year": 2008.0,
+          "created_month": "Jun",
+          "created_date": 29.0,
+          "Gross tertiary education enrollment (%)": 88.2,
+          "Population": 328239523.0,
+          "Unemployment rate": 14.7,
+          "Urban_population": 270663028.0,
+          "Latitude": 37.09024,
+          "Longitude": -95.712891
+        }
+      },
+      {
+        "scenario_id": "040",
+        "features": {
+          "rank": 40,
+          "Youtuber": "Ed Sheeran",
+          "subscribers": 53500000,
+          "video views": 30367676736.0,
+          "category": "Music",
+          "Title": "Ed Sheeran",
+          "uploads": 383,
+          "Country": "United Kingdom",
+          "Abbreviation": "GB",
+          "channel_type": "Music",
+          "video_views_rank": 39.0,
+          "country_rank": 1.0,
+          "channel_type_rank": 18.0,
+          "video_views_for_the_last_30_days": 202720000.0,
+          "lowest_monthly_earnings": 50700.0,
+          "highest_monthly_earnings": 810900.0,
+          "lowest_yearly_earnings": 608200.0,
+          "highest_yearly_earnings": 9700000.0,
+          "subscribers_for_last_30_days": 100000.0,
+          "created_year": 2006.0,
+          "created_month": "Aug",
+          "created_date": 8.0,
+          "Gross tertiary education enrollment (%)": 60.0,
+          "Population": 66834405.0,
+          "Unemployment rate": 3.85,
+          "Urban_population": 55908316.0,
+          "Latitude": 55.378051,
+          "Longitude": -3.435973
+        }
+      },
+      {
+        "scenario_id": "041",
+        "features": {
+          "rank": 642,
+          "Youtuber": "Roman Atwood Vlogs",
+          "subscribers": 15400000,
+          "video views": 5469103954.0,
+          "category": "People & Blogs",
+          "Title": "Roman Atwood Vlogs",
+          "uploads": 1756,
+          "Country": "United States",
+          "Abbreviation": "US",
+          "channel_type": "People",
+          "video_views_rank": 1201.0,
+          "country_rank": 147.0,
+          "channel_type_rank": 42.0,
+          "video_views_for_the_last_30_days": 1583000.0,
+          "lowest_monthly_earnings": 396.0,
+          "highest_monthly_earnings": 6300.0,
+          "lowest_yearly_earnings": 4700.0,
+          "highest_yearly_earnings": 76000.0,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2013.0,
+          "created_month": "Aug",
+          "created_date": 12.0,
+          "Gross tertiary education enrollment (%)": 88.2,
+          "Population": 328239523.0,
+          "Unemployment rate": 14.7,
+          "Urban_population": 270663028.0,
+          "Latitude": 37.09024,
+          "Longitude": -95.712891
+        }
+      },
+      {
+        "scenario_id": "042",
+        "features": {
+          "rank": 758,
+          "Youtuber": "Cyprien",
+          "subscribers": 14400000,
+          "video views": 3086254545.0,
+          "category": "Comedy",
+          "Title": "Cyprien",
+          "uploads": 222,
+          "Country": "France",
+          "Abbreviation": "FR",
+          "channel_type": "Comedy",
+          "video_views_rank": 2767.0,
+          "country_rank": 2.0,
+          "channel_type_rank": 32.0,
+          "video_views_for_the_last_30_days": 11417000.0,
+          "lowest_monthly_earnings": 2900.0,
+          "highest_monthly_earnings": 45700.0,
+          "lowest_yearly_earnings": 34300.0,
+          "highest_yearly_earnings": 548000.0,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2007.0,
+          "created_month": "Feb",
+          "created_date": 25.0,
+          "Gross tertiary education enrollment (%)": 65.6,
+          "Population": 67059887.0,
+          "Unemployment rate": 8.43,
+          "Urban_population": 54123364.0,
+          "Latitude": 46.227638,
+          "Longitude": 2.213749
+        }
+      },
+      {
+        "scenario_id": "043",
+        "features": {
+          "rank": 945,
+          "Youtuber": "CaseyNeistat",
+          "subscribers": 12600000,
+          "video views": 3152402405.0,
+          "category": "People & Blogs",
+          "Title": "CaseyNeistat",
+          "uploads": 1101,
+          "Country": "United States",
+          "Abbreviation": "US",
+          "channel_type": "People",
+          "video_views_rank": 2681.0,
+          "country_rank": 174.0,
+          "channel_type_rank": 61.0,
+          "video_views_for_the_last_30_days": 5952000.0,
+          "lowest_monthly_earnings": 1500.0,
+          "highest_monthly_earnings": 23800.0,
+          "lowest_yearly_earnings": 17900.0,
+          "highest_yearly_earnings": 285700.0,
+          "subscribers_for_last_30_days": 100000.0,
+          "created_year": 2010.0,
+          "created_month": "Feb",
+          "created_date": 15.0,
+          "Gross tertiary education enrollment (%)": 88.2,
+          "Population": 328239523.0,
+          "Unemployment rate": 14.7,
+          "Urban_population": 270663028.0,
+          "Latitude": 37.09024,
+          "Longitude": -95.712891
+        }
+      },
+      {
+        "scenario_id": "044",
+        "features": {
+          "rank": 93,
+          "Youtuber": "Like Nastya ESP",
+          "subscribers": 37600000,
+          "video views": 18208196857.0,
+          "category": "Entertainment",
+          "Title": "Like Nastya ESP",
+          "uploads": 743,
+          "Country": "United States",
+          "Abbreviation": "US",
+          "channel_type": "Entertainment",
+          "video_views_rank": 145.0,
+          "country_rank": 29.0,
+          "channel_type_rank": 28.0,
+          "video_views_for_the_last_30_days": 321026000.0,
+          "lowest_monthly_earnings": 80300.0,
+          "highest_monthly_earnings": 1300000.0,
+          "lowest_yearly_earnings": 963100.0,
+          "highest_yearly_earnings": 15400000.0,
+          "subscribers_for_last_30_days": 700000.0,
+          "created_year": 2017.0,
+          "created_month": "Apr",
+          "created_date": 22.0,
+          "Gross tertiary education enrollment (%)": 88.2,
+          "Population": 328239523.0,
+          "Unemployment rate": 14.7,
+          "Urban_population": 270663028.0,
+          "Latitude": 37.09024,
+          "Longitude": -95.712891
+        }
+      },
+      {
+        "scenario_id": "045",
+        "features": {
+          "rank": 829,
+          "Youtuber": "Wesley Safad�",
+          "subscribers": 13700000,
+          "video views": 8134379376.0,
+          "category": "Music",
+          "Title": "Wesley Safad�",
+          "uploads": 438,
+          "Country": "Brazil",
+          "Abbreviation": "BR",
+          "channel_type": "Music",
+          "video_views_rank": 631.0,
+          "country_rank": 47.0,
+          "channel_type_rank": 139.0,
+          "video_views_for_the_last_30_days": 64059000.0,
+          "lowest_monthly_earnings": 16000.0,
+          "highest_monthly_earnings": 256200.0,
+          "lowest_yearly_earnings": 192200.0,
+          "highest_yearly_earnings": 3100000.0,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2009.0,
+          "created_month": "Jun",
+          "created_date": 21.0,
+          "Gross tertiary education enrollment (%)": 51.3,
+          "Population": 212559417.0,
+          "Unemployment rate": 12.08,
+          "Urban_population": 183241641.0,
+          "Latitude": -14.235004,
+          "Longitude": -51.92528
+        }
+      },
+      {
+        "scenario_id": "046",
+        "features": {
+          "rank": 578,
+          "Youtuber": "Pitbull",
+          "subscribers": 16300000,
+          "video views": 12475714382.0,
+          "category": "Music",
+          "Title": "Pitbull",
+          "uploads": 352,
+          "Country": "United States",
+          "Abbreviation": "US",
+          "channel_type": "Music",
+          "video_views_rank": 308.0,
+          "country_rank": 139.0,
+          "channel_type_rank": 117.0,
+          "video_views_for_the_last_30_days": 88004000.0,
+          "lowest_monthly_earnings": 22000.0,
+          "highest_monthly_earnings": 352000.0,
+          "lowest_yearly_earnings": 264000.0,
+          "highest_yearly_earnings": 4200000.0,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2006.0,
+          "created_month": "Jul",
+          "created_date": 5.0,
+          "Gross tertiary education enrollment (%)": 88.2,
+          "Population": 328239523.0,
+          "Unemployment rate": 14.7,
+          "Urban_population": 270663028.0,
+          "Latitude": 37.09024,
+          "Longitude": -95.712891
+        }
+      },
+      {
+        "scenario_id": "047",
+        "features": {
+          "rank": 331,
+          "Youtuber": "Netflix India",
+          "subscribers": 21800000,
+          "video views": 7780934187.0,
+          "category": "People & Blogs",
+          "Title": "NETFLIX INDIA",
+          "uploads": 1,
+          "Country": null,
+          "Abbreviation": null,
+          "channel_type": "People",
+          "video_views_rank": 4052308.0,
+          "country_rank": null,
+          "channel_type_rank": 7665.0,
+          "video_views_for_the_last_30_days": 408.0,
+          "lowest_monthly_earnings": 0.0,
+          "highest_monthly_earnings": 0.0,
+          "lowest_yearly_earnings": 0.0,
+          "highest_yearly_earnings": 0.0,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2017.0,
+          "created_month": "Sep",
+          "created_date": 24.0,
+          "Gross tertiary education enrollment (%)": null,
+          "Population": null,
+          "Unemployment rate": null,
+          "Urban_population": null,
+          "Latitude": null,
+          "Longitude": null
+        }
+      },
+      {
+        "scenario_id": "048",
+        "features": {
+          "rank": 920,
+          "Youtuber": "EnriqueIglesiasVEVO",
+          "subscribers": 12900000,
+          "video views": 15446707595.0,
+          "category": "Music",
+          "Title": "EnriqueIglesiasVEVO",
+          "uploads": 137,
+          "Country": "United States",
+          "Abbreviation": "US",
+          "channel_type": "Music",
+          "video_views_rank": 210.0,
+          "country_rank": 171.0,
+          "channel_type_rank": 145.0,
+          "video_views_for_the_last_30_days": 75773000.0,
+          "lowest_monthly_earnings": 18900.0,
+          "highest_monthly_earnings": 303100.0,
+          "lowest_yearly_earnings": 227300.0,
+          "highest_yearly_earnings": 3600000.0,
+          "subscribers_for_last_30_days": 100000.0,
+          "created_year": 2009.0,
+          "created_month": "May",
+          "created_date": 12.0,
+          "Gross tertiary education enrollment (%)": 88.2,
+          "Population": 328239523.0,
+          "Unemployment rate": 14.7,
+          "Urban_population": 270663028.0,
+          "Latitude": 37.09024,
+          "Longitude": -95.712891
+        }
+      },
+      {
+        "scenario_id": "049",
+        "features": {
+          "rank": 210,
+          "Youtuber": "WORLDSTARHIPHOP",
+          "subscribers": 26500000,
+          "video views": 20358117330.0,
+          "category": "Music",
+          "Title": "WORLDSTARHIPHOP",
+          "uploads": 6873,
+          "Country": "United States",
+          "Abbreviation": "US",
+          "channel_type": "Music",
+          "video_views_rank": 117.0,
+          "country_rank": 63.0,
+          "channel_type_rank": 65.0,
+          "video_views_for_the_last_30_days": 89098000.0,
+          "lowest_monthly_earnings": 22300.0,
+          "highest_monthly_earnings": 356400.0,
+          "lowest_yearly_earnings": 267300.0,
+          "highest_yearly_earnings": 4300000.0,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2008.0,
+          "created_month": "Nov",
+          "created_date": 8.0,
+          "Gross tertiary education enrollment (%)": 88.2,
+          "Population": 328239523.0,
+          "Unemployment rate": 14.7,
+          "Urban_population": 270663028.0,
+          "Latitude": 37.09024,
+          "Longitude": -95.712891
+        }
+      },
+      {
+        "scenario_id": "050",
+        "features": {
+          "rank": 152,
+          "Youtuber": "YOLO AVENTURAS",
+          "subscribers": 31200000,
+          "video views": 9673649438.0,
+          "category": "People & Blogs",
+          "Title": "YOLO AVENTURAS",
+          "uploads": 65,
+          "Country": "Venezuela",
+          "Abbreviation": "VE",
+          "channel_type": "Comedy",
+          "video_views_rank": 3361188.0,
+          "country_rank": 522.0,
+          "channel_type_rank": 2270.0,
+          "video_views_for_the_last_30_days": 3589.0,
+          "lowest_monthly_earnings": 0.9,
+          "highest_monthly_earnings": 14.0,
+          "lowest_yearly_earnings": 11.0,
+          "highest_yearly_earnings": 172.0,
+          "subscribers_for_last_30_days": 100.0,
+          "created_year": 2018.0,
+          "created_month": "Dec",
+          "created_date": 16.0,
+          "Gross tertiary education enrollment (%)": 79.3,
+          "Population": 28515829.0,
+          "Unemployment rate": 8.8,
+          "Urban_population": 25162368.0,
+          "Latitude": 6.42375,
+          "Longitude": -66.58973
+        }
+      },
+      {
+        "scenario_id": "051",
+        "features": {
+          "rank": 701,
+          "Youtuber": "ýýýýýý",
+          "subscribers": 14900000,
+          "video views": 439098.0,
+          "category": "People & Blogs",
+          "Title": "ýýýýýý",
+          "uploads": 1,
+          "Country": "Russia",
+          "Abbreviation": "RU",
+          "channel_type": "News",
+          "video_views_rank": 3609784.0,
+          "country_rank": 10.0,
+          "channel_type_rank": 19.0,
+          "video_views_for_the_last_30_days": 7697.0,
+          "lowest_monthly_earnings": 2.0,
+          "highest_monthly_earnings": 31.0,
+          "lowest_yearly_earnings": 23.0,
+          "highest_yearly_earnings": 369.0,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2008.0,
+          "created_month": "Aug",
+          "created_date": 11.0,
+          "Gross tertiary education enrollment (%)": 81.9,
+          "Population": 144373535.0,
+          "Unemployment rate": 4.59,
+          "Urban_population": 107683889.0,
+          "Latitude": 61.52401,
+          "Longitude": 105.318756
+        }
+      },
+      {
+        "scenario_id": "052",
+        "features": {
+          "rank": 795,
+          "Youtuber": "TV Ana Emilia",
+          "subscribers": 14000000,
+          "video views": 4674164601.0,
+          "category": "People & Blogs",
+          "Title": "TV Ana Emilia",
+          "uploads": 651,
+          "Country": "Mexico",
+          "Abbreviation": "MX",
+          "channel_type": "Entertainment",
+          "video_views_rank": 1504.0,
+          "country_rank": 29.0,
+          "channel_type_rank": 156.0,
+          "video_views_for_the_last_30_days": 26783000.0,
+          "lowest_monthly_earnings": 6700.0,
+          "highest_monthly_earnings": 107100.0,
+          "lowest_yearly_earnings": 80300.0,
+          "highest_yearly_earnings": 1300000.0,
+          "subscribers_for_last_30_days": 100000.0,
+          "created_year": 2014.0,
+          "created_month": "Dec",
+          "created_date": 30.0,
+          "Gross tertiary education enrollment (%)": 40.2,
+          "Population": 126014024.0,
+          "Unemployment rate": 3.42,
+          "Urban_population": 102626859.0,
+          "Latitude": 23.634501,
+          "Longitude": -102.552784
+        }
+      },
+      {
+        "scenario_id": "053",
+        "features": {
+          "rank": 176,
+          "Youtuber": "Zhong",
+          "subscribers": 29200000,
+          "video views": 14727238483.0,
+          "category": "Entertainment",
+          "Title": "Zhong",
+          "uploads": 1513,
+          "Country": "United States",
+          "Abbreviation": "US",
+          "channel_type": "Entertainment",
+          "video_views_rank": 230.0,
+          "country_rank": 51.0,
+          "channel_type_rank": 48.0,
+          "video_views_for_the_last_30_days": 180519000.0,
+          "lowest_monthly_earnings": 0.0,
+          "highest_monthly_earnings": 0.0,
+          "lowest_yearly_earnings": 0.0,
+          "highest_yearly_earnings": 0.0,
+          "subscribers_for_last_30_days": 1000000.0,
+          "created_year": 2015.0,
+          "created_month": "Jan",
+          "created_date": 19.0,
+          "Gross tertiary education enrollment (%)": 88.2,
+          "Population": 328239523.0,
+          "Unemployment rate": 14.7,
+          "Urban_population": 270663028.0,
+          "Latitude": 37.09024,
+          "Longitude": -95.712891
+        }
+      },
+      {
+        "scenario_id": "054",
+        "features": {
+          "rank": 181,
+          "Youtuber": "Aditya Music India",
+          "subscribers": 28500000,
+          "video views": 25857994495.0,
+          "category": "Music",
+          "Title": "Aditya Music",
+          "uploads": 0,
+          "Country": null,
+          "Abbreviation": null,
+          "channel_type": "Music",
+          "video_views_rank": 4057944.0,
+          "country_rank": null,
+          "channel_type_rank": 4721.0,
+          "video_views_for_the_last_30_days": null,
+          "lowest_monthly_earnings": 0.0,
+          "highest_monthly_earnings": 0.0,
+          "lowest_yearly_earnings": 0.0,
+          "highest_yearly_earnings": 0.0,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2010.0,
+          "created_month": "Dec",
+          "created_date": 16.0,
+          "Gross tertiary education enrollment (%)": null,
+          "Population": null,
+          "Unemployment rate": null,
+          "Urban_population": null,
+          "Latitude": null,
+          "Longitude": null
+        }
+      },
+      {
+        "scenario_id": "055",
+        "features": {
+          "rank": 8,
+          "Youtuber": "PewDiePie",
+          "subscribers": 111000000,
+          "video views": 29058044447.0,
+          "category": "Gaming",
+          "Title": "PewDiePie",
+          "uploads": 4716,
+          "Country": "Japan",
+          "Abbreviation": "JP",
+          "channel_type": "Entertainment",
+          "video_views_rank": 44.0,
+          "country_rank": 1.0,
+          "channel_type_rank": 4.0,
+          "video_views_for_the_last_30_days": 39184000.0,
+          "lowest_monthly_earnings": 9800.0,
+          "highest_monthly_earnings": 156700.0,
+          "lowest_yearly_earnings": 117600.0,
+          "highest_yearly_earnings": 1900000.0,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2010.0,
+          "created_month": "Apr",
+          "created_date": 29.0,
+          "Gross tertiary education enrollment (%)": 63.2,
+          "Population": 126226568.0,
+          "Unemployment rate": 2.29,
+          "Urban_population": 115782416.0,
+          "Latitude": 36.204824,
+          "Longitude": 138.252924
+        }
+      },
+      {
+        "scenario_id": "056",
+        "features": {
+          "rank": 963,
+          "Youtuber": "Family Fitness",
+          "subscribers": 12500000,
+          "video views": 10384848759.0,
+          "category": "Entertainment",
+          "Title": "Family Fitness",
+          "uploads": 1699,
+          "Country": "India",
+          "Abbreviation": "IN",
+          "channel_type": "Entertainment",
+          "video_views_rank": 413.0,
+          "country_rank": 123.0,
+          "channel_type_rank": 171.0,
+          "video_views_for_the_last_30_days": 235715000.0,
+          "lowest_monthly_earnings": 58900.0,
+          "highest_monthly_earnings": 942900.0,
+          "lowest_yearly_earnings": 707100.0,
+          "highest_yearly_earnings": 11300000.0,
+          "subscribers_for_last_30_days": 400000.0,
+          "created_year": 2017.0,
+          "created_month": "Jan",
+          "created_date": 18.0,
+          "Gross tertiary education enrollment (%)": 28.1,
+          "Population": 1366417754.0,
+          "Unemployment rate": 5.36,
+          "Urban_population": 471031528.0,
+          "Latitude": 20.593684,
+          "Longitude": 78.96288
+        }
+      },
+      {
+        "scenario_id": "057",
+        "features": {
+          "rank": 60,
+          "Youtuber": "whinderssonnunes",
+          "subscribers": 44200000,
+          "video views": 4274709210.0,
+          "category": "Comedy",
+          "Title": "whinderssonnunes",
+          "uploads": 558,
+          "Country": "Brazil",
+          "Abbreviation": "BR",
+          "channel_type": "Comedy",
+          "video_views_rank": 1741.0,
+          "country_rank": 4.0,
+          "channel_type_rank": 1.0,
+          "video_views_for_the_last_30_days": 26683000.0,
+          "lowest_monthly_earnings": 6700.0,
+          "highest_monthly_earnings": 106700.0,
+          "lowest_yearly_earnings": 80100.0,
+          "highest_yearly_earnings": 1300000.0,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2013.0,
+          "created_month": "Jan",
+          "created_date": 21.0,
+          "Gross tertiary education enrollment (%)": 51.3,
+          "Population": 212559417.0,
+          "Unemployment rate": 12.08,
+          "Urban_population": 183241641.0,
+          "Latitude": -14.235004,
+          "Longitude": -51.92528
+        }
+      },
+      {
+        "scenario_id": "058",
+        "features": {
+          "rank": 175,
+          "Youtuber": "Maluma",
+          "subscribers": 29300000,
+          "video views": 21226945136.0,
+          "category": "Music",
+          "Title": "MaLuMa",
+          "uploads": 14,
+          "Country": "Argentina",
+          "Abbreviation": "AR",
+          "channel_type": "People",
+          "video_views_rank": 4051498.0,
+          "country_rank": 3624.0,
+          "channel_type_rank": 7658.0,
+          "video_views_for_the_last_30_days": 15.0,
+          "lowest_monthly_earnings": 0.0,
+          "highest_monthly_earnings": 0.06,
+          "lowest_yearly_earnings": 0.05,
+          "highest_yearly_earnings": 0.72,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2015.0,
+          "created_month": "Oct",
+          "created_date": 31.0,
+          "Gross tertiary education enrollment (%)": 90.0,
+          "Population": 44938712.0,
+          "Unemployment rate": 9.79,
+          "Urban_population": 41339571.0,
+          "Latitude": -38.416097,
+          "Longitude": -63.616672
+        }
+      },
+      {
+        "scenario_id": "059",
+        "features": {
+          "rank": 985,
+          "Youtuber": "bharatzkitchen HINDI",
+          "subscribers": 12400000,
+          "video views": 2315226648.0,
+          "category": "Howto & Style",
+          "Title": "bharatzkitchen HINDI",
+          "uploads": 729,
+          "Country": "India",
+          "Abbreviation": "IN",
+          "channel_type": "Howto",
+          "video_views_rank": 4042.0,
+          "country_rank": 124.0,
+          "channel_type_rank": 38.0,
+          "video_views_for_the_last_30_days": 30968000.0,
+          "lowest_monthly_earnings": 7700.0,
+          "highest_monthly_earnings": 123900.0,
+          "lowest_yearly_earnings": 92900.0,
+          "highest_yearly_earnings": 1500000.0,
+          "subscribers_for_last_30_days": 100000.0,
+          "created_year": 2016.0,
+          "created_month": "Aug",
+          "created_date": 10.0,
+          "Gross tertiary education enrollment (%)": 28.1,
+          "Population": 1366417754.0,
+          "Unemployment rate": 5.36,
+          "Urban_population": 471031528.0,
+          "Latitude": 20.593684,
+          "Longitude": 78.96288
+        }
+      },
+      {
+        "scenario_id": "060",
+        "features": {
+          "rank": 373,
+          "Youtuber": "Mnet K-POP",
+          "subscribers": 20500000,
+          "video views": 15038593883.0,
+          "category": "Entertainment",
+          "Title": "Mnet K-POP",
+          "uploads": 33229,
+          "Country": "South Korea",
+          "Abbreviation": "KR",
+          "channel_type": "Entertainment",
+          "video_views_rank": 220.0,
+          "country_rank": 7.0,
+          "channel_type_rank": 99.0,
+          "video_views_for_the_last_30_days": 158540000.0,
+          "lowest_monthly_earnings": 39600.0,
+          "highest_monthly_earnings": 634200.0,
+          "lowest_yearly_earnings": 475600.0,
+          "highest_yearly_earnings": 7600000.0,
+          "subscribers_for_last_30_days": 100000.0,
+          "created_year": 2006.0,
+          "created_month": "Mar",
+          "created_date": 9.0,
+          "Gross tertiary education enrollment (%)": 94.3,
+          "Population": 51709098.0,
+          "Unemployment rate": 4.15,
+          "Urban_population": 42106719.0,
+          "Latitude": 35.907757,
+          "Longitude": 127.766922
+        }
+      },
+      {
+        "scenario_id": "061",
+        "features": {
+          "rank": 169,
+          "Youtuber": "Little Angel: Nursery Rhymes & Kids Songs",
+          "subscribers": 30100000,
+          "video views": 22593193994.0,
+          "category": "Education",
+          "Title": "Little Angel: Nursery Rhymes & Kids Songs",
+          "uploads": 1349,
+          "Country": "United States",
+          "Abbreviation": "US",
+          "channel_type": "Education",
+          "video_views_rank": 95.0,
+          "country_rank": 49.0,
+          "channel_type_rank": 12.0,
+          "video_views_for_the_last_30_days": 107525000.0,
+          "lowest_monthly_earnings": 26900.0,
+          "highest_monthly_earnings": 430100.0,
+          "lowest_yearly_earnings": 322600.0,
+          "highest_yearly_earnings": 5200000.0,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2015.0,
+          "created_month": "Dec",
+          "created_date": 14.0,
+          "Gross tertiary education enrollment (%)": 88.2,
+          "Population": 328239523.0,
+          "Unemployment rate": 14.7,
+          "Urban_population": 270663028.0,
+          "Latitude": 37.09024,
+          "Longitude": -95.712891
+        }
+      },
+      {
+        "scenario_id": "063",
+        "features": {
+          "rank": 414,
+          "Youtuber": "SCTV",
+          "subscribers": 19700000,
+          "video views": 9808676159.0,
+          "category": "Entertainment",
+          "Title": "SCTV",
+          "uploads": 267,
+          "Country": "United Kingdom",
+          "Abbreviation": "GB",
+          "channel_type": "Music",
+          "video_views_rank": 2831648.0,
+          "country_rank": 3695.0,
+          "channel_type_rank": 4668.0,
+          "video_views_for_the_last_30_days": 336.0,
+          "lowest_monthly_earnings": 0.08,
+          "highest_monthly_earnings": 1.0,
+          "lowest_yearly_earnings": 1.0,
+          "highest_yearly_earnings": 16.0,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2006.0,
+          "created_month": "Mar",
+          "created_date": 25.0,
+          "Gross tertiary education enrollment (%)": 60.0,
+          "Population": 66834405.0,
+          "Unemployment rate": 3.85,
+          "Urban_population": 55908316.0,
+          "Latitude": 55.378051,
+          "Longitude": -3.435973
+        }
+      },
+      {
+        "scenario_id": "064",
+        "features": {
+          "rank": 900,
+          "Youtuber": "DJ Khaled",
+          "subscribers": 13100000,
+          "video views": 6637820731.0,
+          "category": "Music",
+          "Title": "DjKhaled",
+          "uploads": 12,
+          "Country": "Samoa",
+          "Abbreviation": "WS",
+          "channel_type": "Music",
+          "video_views_rank": 3967392.0,
+          "country_rank": 81.0,
+          "channel_type_rank": 5659.0,
+          "video_views_for_the_last_30_days": 379.0,
+          "lowest_monthly_earnings": 0.09,
+          "highest_monthly_earnings": 2.0,
+          "lowest_yearly_earnings": 1.0,
+          "highest_yearly_earnings": 18.0,
+          "subscribers_for_last_30_days": 3.0,
+          "created_year": 2006.0,
+          "created_month": "May",
+          "created_date": 27.0,
+          "Gross tertiary education enrollment (%)": 7.6,
+          "Population": 202506.0,
+          "Unemployment rate": 8.36,
+          "Urban_population": 35588.0,
+          "Latitude": -13.759029,
+          "Longitude": -172.104629
+        }
+      },
+      {
+        "scenario_id": "065",
+        "features": {
+          "rank": 468,
+          "Youtuber": "IShowSpeed",
+          "subscribers": 18300000,
+          "video views": 1556003039.0,
+          "category": "Gaming",
+          "Title": "IShowSpeed",
+          "uploads": 1324,
+          "Country": "United States",
+          "Abbreviation": "US",
+          "channel_type": "Games",
+          "video_views_rank": 6734.0,
+          "country_rank": 120.0,
+          "channel_type_rank": 33.0,
+          "video_views_for_the_last_30_days": 140261000.0,
+          "lowest_monthly_earnings": 35100.0,
+          "highest_monthly_earnings": 561000.0,
+          "lowest_yearly_earnings": 420800.0,
+          "highest_yearly_earnings": 6700000.0,
+          "subscribers_for_last_30_days": 800000.0,
+          "created_year": 2016.0,
+          "created_month": "Mar",
+          "created_date": 21.0,
+          "Gross tertiary education enrollment (%)": 88.2,
+          "Population": 328239523.0,
+          "Unemployment rate": 14.7,
+          "Urban_population": 270663028.0,
+          "Latitude": 37.09024,
+          "Longitude": -95.712891
+        }
+      },
+      {
+        "scenario_id": "066",
+        "features": {
+          "rank": 166,
+          "Youtuber": "ýýýýýýýý ýýýýýýýý ýýýýýýýýýý | toyoraljanahtv",
+          "subscribers": 30200000,
+          "video views": 27684955537.0,
+          "category": "Entertainment",
+          "Title": "ýýýýýýýý ýýýýýýýý ýýýýýýýýýý | toyoraljanahtv",
+          "uploads": 3254,
+          "Country": "Jordan",
+          "Abbreviation": "JO",
+          "channel_type": "Music",
+          "video_views_rank": 51.0,
+          "country_rank": 1.0,
+          "channel_type_rank": 52.0,
+          "video_views_for_the_last_30_days": 116434000.0,
+          "lowest_monthly_earnings": 29100.0,
+          "highest_monthly_earnings": 465700.0,
+          "lowest_yearly_earnings": 349300.0,
+          "highest_yearly_earnings": 5600000.0,
+          "subscribers_for_last_30_days": 100000.0,
+          "created_year": 2008.0,
+          "created_month": "Nov",
+          "created_date": 24.0,
+          "Gross tertiary education enrollment (%)": 34.4,
+          "Population": 10101694.0,
+          "Unemployment rate": 14.72,
+          "Urban_population": 9213048.0,
+          "Latitude": 30.585164,
+          "Longitude": 36.238414
+        }
+      },
+      {
+        "scenario_id": "068",
+        "features": {
+          "rank": 481,
+          "Youtuber": "Sebasti���",
+          "subscribers": 18000000,
+          "video views": 10463166404.0,
+          "category": "News & Politics",
+          "Title": "Sebasti���",
+          "uploads": 237,
+          "Country": "United States",
+          "Abbreviation": "US",
+          "channel_type": "Music",
+          "video_views_rank": 406.0,
+          "country_rank": 124.0,
+          "channel_type_rank": 105.0,
+          "video_views_for_the_last_30_days": 110776000.0,
+          "lowest_monthly_earnings": 27700.0,
+          "highest_monthly_earnings": 443100.0,
+          "lowest_yearly_earnings": 332300.0,
+          "highest_yearly_earnings": 5300000.0,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2013.0,
+          "created_month": "Mar",
+          "created_date": 30.0,
+          "Gross tertiary education enrollment (%)": 88.2,
+          "Population": 328239523.0,
+          "Unemployment rate": 14.7,
+          "Urban_population": 270663028.0,
+          "Latitude": 37.09024,
+          "Longitude": -95.712891
+        }
+      },
+      {
+        "scenario_id": "069",
+        "features": {
+          "rank": 102,
+          "Youtuber": "YouTube",
+          "subscribers": 36300000,
+          "video views": 3010784935.0,
+          "category": "News & Politics",
+          "Title": "YouTube",
+          "uploads": 744,
+          "Country": "United States",
+          "Abbreviation": "US",
+          "channel_type": "Entertainment",
+          "video_views_rank": 2860.0,
+          "country_rank": 32.0,
+          "channel_type_rank": 5.0,
+          "video_views_for_the_last_30_days": 21103000.0,
+          "lowest_monthly_earnings": 5300.0,
+          "highest_monthly_earnings": 84400.0,
+          "lowest_yearly_earnings": 63300.0,
+          "highest_yearly_earnings": 1000000.0,
+          "subscribers_for_last_30_days": 300000.0,
+          "created_year": 1970.0,
+          "created_month": "Jan",
+          "created_date": 1.0,
+          "Gross tertiary education enrollment (%)": 88.2,
+          "Population": 328239523.0,
+          "Unemployment rate": 14.7,
+          "Urban_population": 270663028.0,
+          "Latitude": 37.09024,
+          "Longitude": -95.712891
+        }
+      },
+      {
+        "scenario_id": "070",
+        "features": {
+          "rank": 253,
+          "Youtuber": "Amit Bhadana",
+          "subscribers": 24300000,
+          "video views": 2380248899.0,
+          "category": "Entertainment",
+          "Title": "Amit Bhadana",
+          "uploads": 17,
+          "Country": null,
+          "Abbreviation": null,
+          "channel_type": "People",
+          "video_views_rank": 4054185.0,
+          "country_rank": null,
+          "channel_type_rank": 7710.0,
+          "video_views_for_the_last_30_days": 5.0,
+          "lowest_monthly_earnings": 0.0,
+          "highest_monthly_earnings": 0.02,
+          "lowest_yearly_earnings": 0.02,
+          "highest_yearly_earnings": 0.24,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2009.0,
+          "created_month": "Dec",
+          "created_date": 31.0,
+          "Gross tertiary education enrollment (%)": null,
+          "Population": null,
+          "Unemployment rate": null,
+          "Urban_population": null,
+          "Latitude": null,
+          "Longitude": null
+        }
+      },
+      {
+        "scenario_id": "071",
+        "features": {
+          "rank": 403,
+          "Youtuber": "Gordon Ramsay",
+          "subscribers": 20000000,
+          "video views": 3875172235.0,
+          "category": "Entertainment",
+          "Title": "Gordon Ramsay",
+          "uploads": 1527,
+          "Country": "United Kingdom",
+          "Abbreviation": "GB",
+          "channel_type": "Entertainment",
+          "video_views_rank": 2001.0,
+          "country_rank": 16.0,
+          "channel_type_rank": 104.0,
+          "video_views_for_the_last_30_days": 39228000.0,
+          "lowest_monthly_earnings": 9800.0,
+          "highest_monthly_earnings": 156900.0,
+          "lowest_yearly_earnings": 117700.0,
+          "highest_yearly_earnings": 1900000.0,
+          "subscribers_for_last_30_days": 200000.0,
+          "created_year": 2006.0,
+          "created_month": "Apr",
+          "created_date": 29.0,
+          "Gross tertiary education enrollment (%)": 60.0,
+          "Population": 66834405.0,
+          "Unemployment rate": 3.85,
+          "Urban_population": 55908316.0,
+          "Latitude": 55.378051,
+          "Longitude": -3.435973
+        }
+      },
+      {
+        "scenario_id": "072",
+        "features": {
+          "rank": 832,
+          "Youtuber": "Acenix",
+          "subscribers": 13600000,
+          "video views": 2122062016.0,
+          "category": "Gaming",
+          "Title": "Acenix",
+          "uploads": 368,
+          "Country": "Spain",
+          "Abbreviation": "ES",
+          "channel_type": "Games",
+          "video_views_rank": 4572.0,
+          "country_rank": 16.0,
+          "channel_type_rank": 60.0,
+          "video_views_for_the_last_30_days": 47436000.0,
+          "lowest_monthly_earnings": 11900.0,
+          "highest_monthly_earnings": 189700.0,
+          "lowest_yearly_earnings": 142300.0,
+          "highest_yearly_earnings": 2300000.0,
+          "subscribers_for_last_30_days": 200000.0,
+          "created_year": 2014.0,
+          "created_month": "Jan",
+          "created_date": 2.0,
+          "Gross tertiary education enrollment (%)": 88.9,
+          "Population": 47076781.0,
+          "Unemployment rate": 13.96,
+          "Urban_population": 37927409.0,
+          "Latitude": 40.463667,
+          "Longitude": -3.74922
+        }
+      },
+      {
+        "scenario_id": "073",
+        "features": {
+          "rank": 879,
+          "Youtuber": "Sonotek Bhakti",
+          "subscribers": 13200000,
+          "video views": 3789736218.0,
+          "category": "Entertainment",
+          "Title": "Sonotek Bhakti",
+          "uploads": 8019,
+          "Country": "India",
+          "Abbreviation": "IN",
+          "channel_type": "Music",
+          "video_views_rank": 2063.0,
+          "country_rank": 118.0,
+          "channel_type_rank": 142.0,
+          "video_views_for_the_last_30_days": 25321000.0,
+          "lowest_monthly_earnings": 6300.0,
+          "highest_monthly_earnings": 101300.0,
+          "lowest_yearly_earnings": 76000.0,
+          "highest_yearly_earnings": 1200000.0,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2010.0,
+          "created_month": "Dec",
+          "created_date": 27.0,
+          "Gross tertiary education enrollment (%)": 28.1,
+          "Population": 1366417754.0,
+          "Unemployment rate": 5.36,
+          "Urban_population": 471031528.0,
+          "Latitude": 20.593684,
+          "Longitude": 78.96288
+        }
+      },
+      {
+        "scenario_id": "074",
+        "features": {
+          "rank": 957,
+          "Youtuber": "M����",
+          "subscribers": 12500000,
+          "video views": 3140883140.0,
+          "category": "Travel & Events",
+          "Title": "M����",
+          "uploads": 766,
+          "Country": "Mexico",
+          "Abbreviation": "MX",
+          "channel_type": "Entertainment",
+          "video_views_rank": 2691.0,
+          "country_rank": 33.0,
+          "channel_type_rank": 171.0,
+          "video_views_for_the_last_30_days": 31007000.0,
+          "lowest_monthly_earnings": 7800.0,
+          "highest_monthly_earnings": 124000.0,
+          "lowest_yearly_earnings": 93000.0,
+          "highest_yearly_earnings": 1500000.0,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2015.0,
+          "created_month": "Jul",
+          "created_date": 6.0,
+          "Gross tertiary education enrollment (%)": 40.2,
+          "Population": 126014024.0,
+          "Unemployment rate": 3.42,
+          "Urban_population": 102626859.0,
+          "Latitude": 23.634501,
+          "Longitude": -102.552784
+        }
+      },
+      {
+        "scenario_id": "075",
+        "features": {
+          "rank": 803,
+          "Youtuber": "Jazzghost",
+          "subscribers": 13900000,
+          "video views": 5673347763.0,
+          "category": "Gaming",
+          "Title": "Jazzghost",
+          "uploads": 5494,
+          "Country": "Brazil",
+          "Abbreviation": "BR",
+          "channel_type": "Games",
+          "video_views_rank": 1140.0,
+          "country_rank": 46.0,
+          "channel_type_rank": 57.0,
+          "video_views_for_the_last_30_days": 106718000.0,
+          "lowest_monthly_earnings": 26700.0,
+          "highest_monthly_earnings": 426900.0,
+          "lowest_yearly_earnings": 320200.0,
+          "highest_yearly_earnings": 5100000.0,
+          "subscribers_for_last_30_days": 100000.0,
+          "created_year": 2012.0,
+          "created_month": "Aug",
+          "created_date": 30.0,
+          "Gross tertiary education enrollment (%)": 51.3,
+          "Population": 212559417.0,
+          "Unemployment rate": 12.08,
+          "Urban_population": 183241641.0,
+          "Latitude": -14.235004,
+          "Longitude": -51.92528
+        }
+      },
+      {
+        "scenario_id": "076",
+        "features": {
+          "rank": 491,
+          "Youtuber": "Jason Derulo",
+          "subscribers": 17900000,
+          "video views": 9887116267.0,
+          "category": "Music",
+          "Title": "Jason Derulo",
+          "uploads": 830,
+          "Country": "United States",
+          "Abbreviation": "US",
+          "channel_type": "Music",
+          "video_views_rank": 446.0,
+          "country_rank": 124.0,
+          "channel_type_rank": 105.0,
+          "video_views_for_the_last_30_days": 447891000.0,
+          "lowest_monthly_earnings": 112000.0,
+          "highest_monthly_earnings": 1800000.0,
+          "lowest_yearly_earnings": 1300000.0,
+          "highest_yearly_earnings": 21500000.0,
+          "subscribers_for_last_30_days": 400000.0,
+          "created_year": 2008.0,
+          "created_month": "Jul",
+          "created_date": 21.0,
+          "Gross tertiary education enrollment (%)": 88.2,
+          "Population": 328239523.0,
+          "Unemployment rate": 14.7,
+          "Urban_population": 270663028.0,
+          "Latitude": 37.09024,
+          "Longitude": -95.712891
+        }
+      },
+      {
+        "scenario_id": "078",
+        "features": {
+          "rank": 941,
+          "Youtuber": "Piuzinho",
+          "subscribers": 12700000,
+          "video views": 1081285962.0,
+          "category": "Gaming",
+          "Title": "Piuzinho",
+          "uploads": 504,
+          "Country": "Brazil",
+          "Abbreviation": "BR",
+          "channel_type": "Games",
+          "video_views_rank": 10642.0,
+          "country_rank": 53.0,
+          "channel_type_rank": 67.0,
+          "video_views_for_the_last_30_days": 3619000.0,
+          "lowest_monthly_earnings": 905.0,
+          "highest_monthly_earnings": 14500.0,
+          "lowest_yearly_earnings": 10900.0,
+          "highest_yearly_earnings": 173700.0,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2015.0,
+          "created_month": "May",
+          "created_date": 13.0,
+          "Gross tertiary education enrollment (%)": 51.3,
+          "Population": 212559417.0,
+          "Unemployment rate": 12.08,
+          "Urban_population": 183241641.0,
+          "Latitude": -14.235004,
+          "Longitude": -51.92528
+        }
+      },
+      {
+        "scenario_id": "079",
+        "features": {
+          "rank": 98,
+          "Youtuber": "Bruno Mars",
+          "subscribers": 36700000,
+          "video views": 19378155425.0,
+          "category": "Music",
+          "Title": "Bruno Mars",
+          "uploads": 99,
+          "Country": "United States",
+          "Abbreviation": "US",
+          "channel_type": "Music",
+          "video_views_rank": 134.0,
+          "country_rank": 30.0,
+          "channel_type_rank": 34.0,
+          "video_views_for_the_last_30_days": 175243000.0,
+          "lowest_monthly_earnings": 43800.0,
+          "highest_monthly_earnings": 701000.0,
+          "lowest_yearly_earnings": 525700.0,
+          "highest_yearly_earnings": 8400000.0,
+          "subscribers_for_last_30_days": 200000.0,
+          "created_year": 2006.0,
+          "created_month": "Sep",
+          "created_date": 19.0,
+          "Gross tertiary education enrollment (%)": 88.2,
+          "Population": 328239523.0,
+          "Unemployment rate": 14.7,
+          "Urban_population": 270663028.0,
+          "Latitude": 37.09024,
+          "Longitude": -95.712891
+        }
+      },
+      {
+        "scenario_id": "081",
+        "features": {
+          "rank": 19,
+          "Youtuber": "Sports",
+          "subscribers": 75000000,
+          "video views": 0.0,
+          "category": null,
+          "Title": "sports",
+          "uploads": 3,
+          "Country": "United States",
+          "Abbreviation": "US",
+          "channel_type": "Entertainment",
+          "video_views_rank": 3898122.0,
+          "country_rank": 6266.0,
+          "channel_type_rank": 5395.0,
+          "video_views_for_the_last_30_days": 16.0,
+          "lowest_monthly_earnings": 0.0,
+          "highest_monthly_earnings": 0.06,
+          "lowest_yearly_earnings": 0.05,
+          "highest_yearly_earnings": 0.77,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2006.0,
+          "created_month": "Jan",
+          "created_date": 30.0,
+          "Gross tertiary education enrollment (%)": 88.2,
+          "Population": 328239523.0,
+          "Unemployment rate": 14.7,
+          "Urban_population": 270663028.0,
+          "Latitude": 37.09024,
+          "Longitude": -95.712891
+        }
+      },
+      {
+        "scenario_id": "082",
+        "features": {
+          "rank": 76,
+          "Youtuber": "Toys and Colors",
+          "subscribers": 40300000,
+          "video views": 47005053156.0,
+          "category": "Entertainment",
+          "Title": "Toys and colors",
+          "uploads": 4,
+          "Country": null,
+          "Abbreviation": null,
+          "channel_type": "People",
+          "video_views_rank": 3989650.0,
+          "country_rank": null,
+          "channel_type_rank": 7330.0,
+          "video_views_for_the_last_30_days": 5.0,
+          "lowest_monthly_earnings": 0.0,
+          "highest_monthly_earnings": 0.02,
+          "lowest_yearly_earnings": 0.02,
+          "highest_yearly_earnings": 0.24,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2018.0,
+          "created_month": "Jun",
+          "created_date": 14.0,
+          "Gross tertiary education enrollment (%)": null,
+          "Population": null,
+          "Unemployment rate": null,
+          "Urban_population": null,
+          "Latitude": null,
+          "Longitude": null
+        }
+      },
+      {
+        "scenario_id": "083",
+        "features": {
+          "rank": 639,
+          "Youtuber": "Harsh Beniwal",
+          "subscribers": 15400000,
+          "video views": 1781226000.0,
+          "category": "Comedy",
+          "Title": "Harsh Beniwal",
+          "uploads": 165,
+          "Country": "India",
+          "Abbreviation": "IN",
+          "channel_type": "Comedy",
+          "video_views_rank": 5724.0,
+          "country_rank": 100.0,
+          "channel_type_rank": 27.0,
+          "video_views_for_the_last_30_days": 27963000.0,
+          "lowest_monthly_earnings": 7000.0,
+          "highest_monthly_earnings": 111900.0,
+          "lowest_yearly_earnings": 83900.0,
+          "highest_yearly_earnings": 1300000.0,
+          "subscribers_for_last_30_days": 100000.0,
+          "created_year": 2015.0,
+          "created_month": "May",
+          "created_date": 6.0,
+          "Gross tertiary education enrollment (%)": 28.1,
+          "Population": 1366417754.0,
+          "Unemployment rate": 5.36,
+          "Urban_population": 471031528.0,
+          "Latitude": 20.593684,
+          "Longitude": 78.96288
+        }
+      },
+      {
+        "scenario_id": "084",
+        "features": {
+          "rank": 54,
+          "Youtuber": "Voot Kids",
+          "subscribers": 45500000,
+          "video views": 21388725229.0,
+          "category": "Entertainment",
+          "Title": "Voot Kids",
+          "uploads": 4660,
+          "Country": "India",
+          "Abbreviation": "IN",
+          "channel_type": "Entertainment",
+          "video_views_rank": 105.0,
+          "country_rank": 18.0,
+          "channel_type_rank": 13.0,
+          "video_views_for_the_last_30_days": 233988000.0,
+          "lowest_monthly_earnings": 58500.0,
+          "highest_monthly_earnings": 936000.0,
+          "lowest_yearly_earnings": 702000.0,
+          "highest_yearly_earnings": 11200000.0,
+          "subscribers_for_last_30_days": 400000.0,
+          "created_year": 2016.0,
+          "created_month": "Nov",
+          "created_date": 23.0,
+          "Gross tertiary education enrollment (%)": 28.1,
+          "Population": 1366417754.0,
+          "Unemployment rate": 5.36,
+          "Urban_population": 471031528.0,
+          "Latitude": 20.593684,
+          "Longitude": 78.96288
+        }
+      },
+      {
+        "scenario_id": "085",
+        "features": {
+          "rank": 57,
+          "Youtuber": "HAR PAL GEO",
+          "subscribers": 44600000,
+          "video views": 41139050371.0,
+          "category": "Entertainment",
+          "Title": "HAR PAL GEO",
+          "uploads": 100755,
+          "Country": "Pakistan",
+          "Abbreviation": "PK",
+          "channel_type": "Entertainment",
+          "video_views_rank": 20.0,
+          "country_rank": 1.0,
+          "channel_type_rank": 15.0,
+          "video_views_for_the_last_30_days": 1337000000.0,
+          "lowest_monthly_earnings": 334300.0,
+          "highest_monthly_earnings": 5300000.0,
+          "lowest_yearly_earnings": 4000000.0,
+          "highest_yearly_earnings": 64200000.0,
+          "subscribers_for_last_30_days": 1300000.0,
+          "created_year": 2008.0,
+          "created_month": "Jan",
+          "created_date": 2.0,
+          "Gross tertiary education enrollment (%)": 9.0,
+          "Population": 216565318.0,
+          "Unemployment rate": 4.45,
+          "Urban_population": 79927762.0,
+          "Latitude": 30.375321,
+          "Longitude": 69.345116
+        }
+      },
+      {
+        "scenario_id": "086",
+        "features": {
+          "rank": 759,
+          "Youtuber": "Rclbeauty101",
+          "subscribers": 14400000,
+          "video views": 3900312631.0,
+          "category": "Comedy",
+          "Title": "Rclbeauty101",
+          "uploads": 463,
+          "Country": "United States",
+          "Abbreviation": "US",
+          "channel_type": "Entertainment",
+          "video_views_rank": 1986.0,
+          "country_rank": 157.0,
+          "channel_type_rank": 152.0,
+          "video_views_for_the_last_30_days": 8636000.0,
+          "lowest_monthly_earnings": 2200.0,
+          "highest_monthly_earnings": 34500.0,
+          "lowest_yearly_earnings": 25900.0,
+          "highest_yearly_earnings": 414500.0,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2010.0,
+          "created_month": "Dec",
+          "created_date": 14.0,
+          "Gross tertiary education enrollment (%)": 88.2,
+          "Population": 328239523.0,
+          "Unemployment rate": 14.7,
+          "Urban_population": 270663028.0,
+          "Latitude": 37.09024,
+          "Longitude": -95.712891
+        }
+      },
+      {
+        "scenario_id": "088",
+        "features": {
+          "rank": 893,
+          "Youtuber": "Painzeiro",
+          "subscribers": 13100000,
+          "video views": 2555801802.0,
+          "category": "People & Blogs",
+          "Title": "Painzeiro",
+          "uploads": 1077,
+          "Country": "Brazil",
+          "Abbreviation": "BR",
+          "channel_type": "People",
+          "video_views_rank": 3545.0,
+          "country_rank": 50.0,
+          "channel_type_rank": 56.0,
+          "video_views_for_the_last_30_days": 43990000.0,
+          "lowest_monthly_earnings": 11000.0,
+          "highest_monthly_earnings": 176000.0,
+          "lowest_yearly_earnings": 132000.0,
+          "highest_yearly_earnings": 2100000.0,
+          "subscribers_for_last_30_days": 100000.0,
+          "created_year": 2015.0,
+          "created_month": "Nov",
+          "created_date": 6.0,
+          "Gross tertiary education enrollment (%)": 51.3,
+          "Population": 212559417.0,
+          "Unemployment rate": 12.08,
+          "Urban_population": 183241641.0,
+          "Latitude": -14.235004,
+          "Longitude": -51.92528
+        }
+      },
+      {
+        "scenario_id": "089",
+        "features": {
+          "rank": 182,
+          "Youtuber": "The Late Late Show with James Corden",
+          "subscribers": 28400000,
+          "video views": 9956764048.0,
+          "category": "Entertainment",
+          "Title": "The Late Late Show with James Corden",
+          "uploads": 5809,
+          "Country": "United States",
+          "Abbreviation": "US",
+          "channel_type": "Entertainment",
+          "video_views_rank": 445.0,
+          "country_rank": 53.0,
+          "channel_type_rank": 49.0,
+          "video_views_for_the_last_30_days": 26435000.0,
+          "lowest_monthly_earnings": 6600.0,
+          "highest_monthly_earnings": 105700.0,
+          "lowest_yearly_earnings": 79300.0,
+          "highest_yearly_earnings": 1300000.0,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2006.0,
+          "created_month": "Nov",
+          "created_date": 21.0,
+          "Gross tertiary education enrollment (%)": 88.2,
+          "Population": 328239523.0,
+          "Unemployment rate": 14.7,
+          "Urban_population": 270663028.0,
+          "Latitude": 37.09024,
+          "Longitude": -95.712891
+        }
+      },
+      {
+        "scenario_id": "090",
+        "features": {
+          "rank": 440,
+          "Youtuber": "HiMan",
+          "subscribers": 18900000,
+          "video views": 2855519150.0,
+          "category": "People & Blogs",
+          "Title": "HiMan",
+          "uploads": 375,
+          "Country": "Russia",
+          "Abbreviation": "RU",
+          "channel_type": "Entertainment",
+          "video_views_rank": 3094.0,
+          "country_rank": 4.0,
+          "channel_type_rank": 112.0,
+          "video_views_for_the_last_30_days": 24563000.0,
+          "lowest_monthly_earnings": 6100.0,
+          "highest_monthly_earnings": 98300.0,
+          "lowest_yearly_earnings": 73700.0,
+          "highest_yearly_earnings": 1200000.0,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2014.0,
+          "created_month": "Oct",
+          "created_date": 16.0,
+          "Gross tertiary education enrollment (%)": 81.9,
+          "Population": 144373535.0,
+          "Unemployment rate": 4.59,
+          "Urban_population": 107683889.0,
+          "Latitude": 61.52401,
+          "Longitude": 105.318756
+        }
+      },
+      {
+        "scenario_id": "091",
+        "features": {
+          "rank": 983,
+          "Youtuber": "DisneyChannelUK",
+          "subscribers": 12400000,
+          "video views": 12607488647.0,
+          "category": "Music",
+          "Title": "DisneyChannelUK",
+          "uploads": 4422,
+          "Country": "United Kingdom",
+          "Abbreviation": "GB",
+          "channel_type": "Entertainment",
+          "video_views_rank": 306.0,
+          "country_rank": 34.0,
+          "channel_type_rank": 172.0,
+          "video_views_for_the_last_30_days": 34758000.0,
+          "lowest_monthly_earnings": 8700.0,
+          "highest_monthly_earnings": 139000.0,
+          "lowest_yearly_earnings": 104300.0,
+          "highest_yearly_earnings": 1700000.0,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2007.0,
+          "created_month": "Dec",
+          "created_date": 6.0,
+          "Gross tertiary education enrollment (%)": 60.0,
+          "Population": 66834405.0,
+          "Unemployment rate": 3.85,
+          "Urban_population": 55908316.0,
+          "Latitude": 55.378051,
+          "Longitude": -3.435973
+        }
+      },
+      {
+        "scenario_id": "092",
+        "features": {
+          "rank": 800,
+          "Youtuber": "ETV Jabardasth",
+          "subscribers": 14000000,
+          "video views": 13542939513.0,
+          "category": "People & Blogs",
+          "Title": "ETV Jabardasth",
+          "uploads": 9652,
+          "Country": "India",
+          "Abbreviation": "IN",
+          "channel_type": "Comedy",
+          "video_views_rank": 268.0,
+          "country_rank": 111.0,
+          "channel_type_rank": 34.0,
+          "video_views_for_the_last_30_days": 133584000.0,
+          "lowest_monthly_earnings": 33400.0,
+          "highest_monthly_earnings": 534300.0,
+          "lowest_yearly_earnings": 400800.0,
+          "highest_yearly_earnings": 6400000.0,
+          "subscribers_for_last_30_days": 100000.0,
+          "created_year": 2015.0,
+          "created_month": "Jul",
+          "created_date": 14.0,
+          "Gross tertiary education enrollment (%)": 28.1,
+          "Population": 1366417754.0,
+          "Unemployment rate": 5.36,
+          "Urban_population": 471031528.0,
+          "Latitude": 20.593684,
+          "Longitude": 78.96288
+        }
+      },
+      {
+        "scenario_id": "093",
+        "features": {
+          "rank": 92,
+          "Youtuber": "Vlad v��ï",
+          "subscribers": 37900000,
+          "video views": 23510152352.0,
+          "category": null,
+          "Title": "Vlad v��ï",
+          "uploads": 515,
+          "Country": "United States",
+          "Abbreviation": "US",
+          "channel_type": "Entertainment",
+          "video_views_rank": 84.0,
+          "country_rank": 28.0,
+          "channel_type_rank": 27.0,
+          "video_views_for_the_last_30_days": 244093000.0,
+          "lowest_monthly_earnings": 61000.0,
+          "highest_monthly_earnings": 976400.0,
+          "lowest_yearly_earnings": 732300.0,
+          "highest_yearly_earnings": 11700000.0,
+          "subscribers_for_last_30_days": 200000.0,
+          "created_year": 2018.0,
+          "created_month": "Jul",
+          "created_date": 20.0,
+          "Gross tertiary education enrollment (%)": 88.2,
+          "Population": 328239523.0,
+          "Unemployment rate": 14.7,
+          "Urban_population": 270663028.0,
+          "Latitude": 37.09024,
+          "Longitude": -95.712891
+        }
+      },
+      {
+        "scenario_id": "094",
+        "features": {
+          "rank": 787,
+          "Youtuber": "Supercar Blondie",
+          "subscribers": 14100000,
+          "video views": 5405563355.0,
+          "category": "Autos & Vehicles",
+          "Title": "Supercar Blondie",
+          "uploads": 855,
+          "Country": "United Arab Emirates",
+          "Abbreviation": "AE",
+          "channel_type": "Autos",
+          "video_views_rank": 1202.0,
+          "country_rank": 7.0,
+          "channel_type_rank": 1.0,
+          "video_views_for_the_last_30_days": 353259000.0,
+          "lowest_monthly_earnings": 88300.0,
+          "highest_monthly_earnings": 1400000.0,
+          "lowest_yearly_earnings": 1100000.0,
+          "highest_yearly_earnings": 17000000.0,
+          "subscribers_for_last_30_days": 500000.0,
+          "created_year": 2007.0,
+          "created_month": "Sep",
+          "created_date": 12.0,
+          "Gross tertiary education enrollment (%)": 36.8,
+          "Population": 9770529.0,
+          "Unemployment rate": 2.35,
+          "Urban_population": 8479744.0,
+          "Latitude": 23.424076,
+          "Longitude": 53.847818
+        }
+      },
+      {
+        "scenario_id": "095",
+        "features": {
+          "rank": 113,
+          "Youtuber": "Genevieve's Playhouse - Learning Videos for Kids",
+          "subscribers": 34900000,
+          "video views": 25607397308.0,
+          "category": "Education",
+          "Title": "Genevieve's Playhouse - Learning Videos for �",
+          "uploads": 617,
+          "Country": "United States",
+          "Abbreviation": "US",
+          "channel_type": "Film",
+          "video_views_rank": 69.0,
+          "country_rank": 36.0,
+          "channel_type_rank": 7.0,
+          "video_views_for_the_last_30_days": 335307000.0,
+          "lowest_monthly_earnings": 83800.0,
+          "highest_monthly_earnings": 1300000.0,
+          "lowest_yearly_earnings": 1000000.0,
+          "highest_yearly_earnings": 16100000.0,
+          "subscribers_for_last_30_days": 300000.0,
+          "created_year": 2016.0,
+          "created_month": "Jan",
+          "created_date": 6.0,
+          "Gross tertiary education enrollment (%)": 88.2,
+          "Population": 328239523.0,
+          "Unemployment rate": 14.7,
+          "Urban_population": 270663028.0,
+          "Latitude": 37.09024,
+          "Longitude": -95.712891
+        }
+      },
+      {
+        "scenario_id": "096",
+        "features": {
+          "rank": 429,
+          "Youtuber": "Sonotek",
+          "subscribers": 19200000,
+          "video views": 7590582024.0,
+          "category": "Entertainment",
+          "Title": "Sonotek",
+          "uploads": 8285,
+          "Country": "India",
+          "Abbreviation": "IN",
+          "channel_type": "Music",
+          "video_views_rank": 724.0,
+          "country_rank": 77.0,
+          "channel_type_rank": 98.0,
+          "video_views_for_the_last_30_days": 28678000.0,
+          "lowest_monthly_earnings": 7200.0,
+          "highest_monthly_earnings": 114700.0,
+          "lowest_yearly_earnings": 86000.0,
+          "highest_yearly_earnings": 1400000.0,
+          "subscribers_for_last_30_days": 100000.0,
+          "created_year": 2011.0,
+          "created_month": "Jan",
+          "created_date": 11.0,
+          "Gross tertiary education enrollment (%)": 28.1,
+          "Population": 1366417754.0,
+          "Unemployment rate": 5.36,
+          "Urban_population": 471031528.0,
+          "Latitude": 20.593684,
+          "Longitude": 78.96288
+        }
+      },
+      {
+        "scenario_id": "097",
+        "features": {
+          "rank": 753,
+          "Youtuber": "ýýýýýýýýýýýýýýýýýýýýý",
+          "subscribers": 14400000,
+          "video views": 600154268.0,
+          "category": "Entertainment",
+          "Title": "ýýýýýýýýýýýýýýýýýýýýý",
+          "uploads": 364,
+          "Country": "South Korea",
+          "Abbreviation": "KR",
+          "channel_type": "Entertainment",
+          "video_views_rank": 21132.0,
+          "country_rank": 14.0,
+          "channel_type_rank": 151.0,
+          "video_views_for_the_last_30_days": 1370000.0,
+          "lowest_monthly_earnings": 342.0,
+          "highest_monthly_earnings": 5500.0,
+          "lowest_yearly_earnings": 4100.0,
+          "highest_yearly_earnings": 65700.0,
+          "subscribers_for_last_30_days": 300000.0,
+          "created_year": 2017.0,
+          "created_month": "Mar",
+          "created_date": 8.0,
+          "Gross tertiary education enrollment (%)": 94.3,
+          "Population": 51709098.0,
+          "Unemployment rate": 4.15,
+          "Urban_population": 42106719.0,
+          "Latitude": 35.907757,
+          "Longitude": 127.766922
+        }
+      },
+      {
+        "scenario_id": "098",
+        "features": {
+          "rank": 731,
+          "Youtuber": "Martin Garrix",
+          "subscribers": 14600000,
+          "video views": 6017932195.0,
+          "category": "Music",
+          "Title": "Martin Garrix",
+          "uploads": 365,
+          "Country": "United States",
+          "Abbreviation": "US",
+          "channel_type": "Music",
+          "video_views_rank": 1044.0,
+          "country_rank": 155.0,
+          "channel_type_rank": 131.0,
+          "video_views_for_the_last_30_days": 35528000.0,
+          "lowest_monthly_earnings": 8900.0,
+          "highest_monthly_earnings": 142100.0,
+          "lowest_yearly_earnings": 106600.0,
+          "highest_yearly_earnings": 1700000.0,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2011.0,
+          "created_month": "Jan",
+          "created_date": 15.0,
+          "Gross tertiary education enrollment (%)": 88.2,
+          "Population": 328239523.0,
+          "Unemployment rate": 14.7,
+          "Urban_population": 270663028.0,
+          "Latitude": 37.09024,
+          "Longitude": -95.712891
+        }
+      },
+      {
+        "scenario_id": "099",
+        "features": {
+          "rank": 755,
+          "Youtuber": "Drawblogs",
+          "subscribers": 14400000,
+          "video views": 1629801448.0,
+          "category": "Entertainment",
+          "Title": "Drawblogs",
+          "uploads": 399,
+          "Country": "Peru",
+          "Abbreviation": "PE",
+          "channel_type": "Entertainment",
+          "video_views_rank": 6402.0,
+          "country_rank": 1.0,
+          "channel_type_rank": 152.0,
+          "video_views_for_the_last_30_days": 1002000.0,
+          "lowest_monthly_earnings": 251.0,
+          "highest_monthly_earnings": 4000.0,
+          "lowest_yearly_earnings": 3000.0,
+          "highest_yearly_earnings": 48100.0,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2014.0,
+          "created_month": "May",
+          "created_date": 20.0,
+          "Gross tertiary education enrollment (%)": 70.7,
+          "Population": 32510453.0,
+          "Unemployment rate": 3.31,
+          "Urban_population": 25390339.0,
+          "Latitude": -9.189967,
+          "Longitude": -75.015152
+        }
+      },
+      {
+        "scenario_id": "100",
+        "features": {
+          "rank": 315,
+          "Youtuber": "Paulo Londra",
+          "subscribers": 22400000,
+          "video views": 8040036209.0,
+          "category": "Music",
+          "Title": "Paulo Londra",
+          "uploads": 58,
+          "Country": "Argentina",
+          "Abbreviation": "AR",
+          "channel_type": "Music",
+          "video_views_rank": 648.0,
+          "country_rank": 6.0,
+          "channel_type_rank": 85.0,
+          "video_views_for_the_last_30_days": 72242000.0,
+          "lowest_monthly_earnings": 18100.0,
+          "highest_monthly_earnings": 289000.0,
+          "lowest_yearly_earnings": 216700.0,
+          "highest_yearly_earnings": 3500000.0,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2016.0,
+          "created_month": "Aug",
+          "created_date": 8.0,
+          "Gross tertiary education enrollment (%)": 90.0,
+          "Population": 44938712.0,
+          "Unemployment rate": 9.79,
+          "Urban_population": 41339571.0,
+          "Latitude": -38.416097,
+          "Longitude": -63.616672
+        }
+      },
+      {
+        "scenario_id": "101",
+        "features": {
+          "rank": 327,
+          "Youtuber": "National Geographic",
+          "subscribers": 21800000,
+          "video views": 5614621131.0,
+          "category": "Science & Technology",
+          "Title": "National Geographic",
+          "uploads": 10162,
+          "Country": "United States",
+          "Abbreviation": "US",
+          "channel_type": "Entertainment",
+          "video_views_rank": 1158.0,
+          "country_rank": 95.0,
+          "channel_type_rank": 89.0,
+          "video_views_for_the_last_30_days": 45812000.0,
+          "lowest_monthly_earnings": 11500.0,
+          "highest_monthly_earnings": 183200.0,
+          "lowest_yearly_earnings": 137400.0,
+          "highest_yearly_earnings": 2200000.0,
+          "subscribers_for_last_30_days": 100000.0,
+          "created_year": 2006.0,
+          "created_month": "May",
+          "created_date": 7.0,
+          "Gross tertiary education enrollment (%)": 88.2,
+          "Population": 328239523.0,
+          "Unemployment rate": 14.7,
+          "Urban_population": 270663028.0,
+          "Latitude": 37.09024,
+          "Longitude": -95.712891
+        }
+      },
+      {
+        "scenario_id": "102",
+        "features": {
+          "rank": 63,
+          "Youtuber": "HolaSoyGerman.",
+          "subscribers": 43600000,
+          "video views": 4831311245.0,
+          "category": "Entertainment",
+          "Title": "holasoygerman. 2",
+          "uploads": 6,
+          "Country": null,
+          "Abbreviation": null,
+          "channel_type": "People",
+          "video_views_rank": 4047806.0,
+          "country_rank": null,
+          "channel_type_rank": 7716.0,
+          "video_views_for_the_last_30_days": 4.0,
+          "lowest_monthly_earnings": 0.0,
+          "highest_monthly_earnings": 0.02,
+          "lowest_yearly_earnings": 0.01,
+          "highest_yearly_earnings": 0.19,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2016.0,
+          "created_month": "May",
+          "created_date": 27.0,
+          "Gross tertiary education enrollment (%)": null,
+          "Population": null,
+          "Unemployment rate": null,
+          "Urban_population": null,
+          "Latitude": null,
+          "Longitude": null
+        }
+      },
+      {
+        "scenario_id": "103",
+        "features": {
+          "rank": 789,
+          "Youtuber": "Lana Del Rey",
+          "subscribers": 14100000,
+          "video views": 6884215292.0,
+          "category": "Music",
+          "Title": "Lana Del Rey",
+          "uploads": 43,
+          "Country": "United States",
+          "Abbreviation": "US",
+          "channel_type": "Music",
+          "video_views_rank": 856.0,
+          "country_rank": 160.0,
+          "channel_type_rank": 135.0,
+          "video_views_for_the_last_30_days": 135563000.0,
+          "lowest_monthly_earnings": 33900.0,
+          "highest_monthly_earnings": 542300.0,
+          "lowest_yearly_earnings": 406700.0,
+          "highest_yearly_earnings": 6500000.0,
+          "subscribers_for_last_30_days": 200000.0,
+          "created_year": 2011.0,
+          "created_month": "May",
+          "created_date": 5.0,
+          "Gross tertiary education enrollment (%)": 88.2,
+          "Population": 328239523.0,
+          "Unemployment rate": 14.7,
+          "Urban_population": 270663028.0,
+          "Latitude": 37.09024,
+          "Longitude": -95.712891
+        }
+      },
+      {
+        "scenario_id": "104",
+        "features": {
+          "rank": 690,
+          "Youtuber": "KOMPASTV",
+          "subscribers": 15000000,
+          "video views": 11827310821.0,
+          "category": "News & Politics",
+          "Title": "KOMPASTV",
+          "uploads": 269050,
+          "Country": "Indonesia",
+          "Abbreviation": "ID",
+          "channel_type": "News",
+          "video_views_rank": 331.0,
+          "country_rank": 25.0,
+          "channel_type_rank": 17.0,
+          "video_views_for_the_last_30_days": 113064000.0,
+          "lowest_monthly_earnings": 28300.0,
+          "highest_monthly_earnings": 452300.0,
+          "lowest_yearly_earnings": 339200.0,
+          "highest_yearly_earnings": 5400000.0,
+          "subscribers_for_last_30_days": 100000.0,
+          "created_year": 2013.0,
+          "created_month": "Aug",
+          "created_date": 23.0,
+          "Gross tertiary education enrollment (%)": 36.3,
+          "Population": 270203917.0,
+          "Unemployment rate": 4.69,
+          "Urban_population": 151509724.0,
+          "Latitude": -0.789275,
+          "Longitude": 113.921327
+        }
+      },
+      {
+        "scenario_id": "105",
+        "features": {
+          "rank": 808,
+          "Youtuber": "ADEL et SAMI",
+          "subscribers": 13900000,
+          "video views": 5465532801.0,
+          "category": "Entertainment",
+          "Title": "ADEL et SAMI",
+          "uploads": 503,
+          "Country": "United States",
+          "Abbreviation": "US",
+          "channel_type": "Entertainment",
+          "video_views_rank": 1200.0,
+          "country_rank": 161.0,
+          "channel_type_rank": 157.0,
+          "video_views_for_the_last_30_days": 26883000.0,
+          "lowest_monthly_earnings": 6700.0,
+          "highest_monthly_earnings": 107500.0,
+          "lowest_yearly_earnings": 80600.0,
+          "highest_yearly_earnings": 1300000.0,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2018.0,
+          "created_month": "Mar",
+          "created_date": 12.0,
+          "Gross tertiary education enrollment (%)": 88.2,
+          "Population": 328239523.0,
+          "Unemployment rate": 14.7,
+          "Urban_population": 270663028.0,
+          "Latitude": 37.09024,
+          "Longitude": -95.712891
+        }
+      },
+      {
+        "scenario_id": "106",
+        "features": {
+          "rank": 816,
+          "Youtuber": "JD Pantoja",
+          "subscribers": 13800000,
+          "video views": 1493776391.0,
+          "category": "People & Blogs",
+          "Title": "JD Pantoja",
+          "uploads": 16,
+          "Country": null,
+          "Abbreviation": null,
+          "channel_type": "Music",
+          "video_views_rank": 7134.0,
+          "country_rank": null,
+          "channel_type_rank": 138.0,
+          "video_views_for_the_last_30_days": 13533000.0,
+          "lowest_monthly_earnings": 3400.0,
+          "highest_monthly_earnings": 54100.0,
+          "lowest_yearly_earnings": 40600.0,
+          "highest_yearly_earnings": 649600.0,
+          "subscribers_for_last_30_days": 100000.0,
+          "created_year": 2017.0,
+          "created_month": "Jun",
+          "created_date": 5.0,
+          "Gross tertiary education enrollment (%)": null,
+          "Population": null,
+          "Unemployment rate": null,
+          "Urban_population": null,
+          "Latitude": null,
+          "Longitude": null
+        }
+      },
+      {
+        "scenario_id": "107",
+        "features": {
+          "rank": 157,
+          "Youtuber": "Round2hell",
+          "subscribers": 30700000,
+          "video views": 3145161634.0,
+          "category": "Comedy",
+          "Title": "Round2hell",
+          "uploads": 67,
+          "Country": "India",
+          "Abbreviation": "IN",
+          "channel_type": "Entertainment",
+          "video_views_rank": 2687.0,
+          "country_rank": 41.0,
+          "channel_type_rank": 45.0,
+          "video_views_for_the_last_30_days": 31822000.0,
+          "lowest_monthly_earnings": 8000.0,
+          "highest_monthly_earnings": 127300.0,
+          "lowest_yearly_earnings": 95500.0,
+          "highest_yearly_earnings": 1500000.0,
+          "subscribers_for_last_30_days": 300000.0,
+          "created_year": 2016.0,
+          "created_month": "Oct",
+          "created_date": 20.0,
+          "Gross tertiary education enrollment (%)": 28.1,
+          "Population": 1366417754.0,
+          "Unemployment rate": 5.36,
+          "Urban_population": 471031528.0,
+          "Latitude": 20.593684,
+          "Longitude": 78.96288
+        }
+      },
+      {
+        "scenario_id": "108",
+        "features": {
+          "rank": 990,
+          "Youtuber": "Migos ATL",
+          "subscribers": 12400000,
+          "video views": 6993406259.0,
+          "category": "Music",
+          "Title": "Migos ATL",
+          "uploads": 99,
+          "Country": "United States",
+          "Abbreviation": "US",
+          "channel_type": "Entertainment",
+          "video_views_rank": 833.0,
+          "country_rank": 175.0,
+          "channel_type_rank": 171.0,
+          "video_views_for_the_last_30_days": 49412000.0,
+          "lowest_monthly_earnings": 12400.0,
+          "highest_monthly_earnings": 197600.0,
+          "lowest_yearly_earnings": 148200.0,
+          "highest_yearly_earnings": 2400000.0,
+          "subscribers_for_last_30_days": 100000.0,
+          "created_year": 2012.0,
+          "created_month": "Jan",
+          "created_date": 17.0,
+          "Gross tertiary education enrollment (%)": 88.2,
+          "Population": 328239523.0,
+          "Unemployment rate": 14.7,
+          "Urban_population": 270663028.0,
+          "Latitude": 37.09024,
+          "Longitude": -95.712891
+        }
+      },
+      {
+        "scenario_id": "109",
+        "features": {
+          "rank": 160,
+          "Youtuber": "AH",
+          "subscribers": 30400000,
+          "video views": 4332274962.0,
+          "category": "Entertainment",
+          "Title": "AH",
+          "uploads": 2197,
+          "Country": "Indonesia",
+          "Abbreviation": "ID",
+          "channel_type": "Entertainment",
+          "video_views_rank": 1701.0,
+          "country_rank": 4.0,
+          "channel_type_rank": 46.0,
+          "video_views_for_the_last_30_days": 21440000.0,
+          "lowest_monthly_earnings": 5400.0,
+          "highest_monthly_earnings": 85800.0,
+          "lowest_yearly_earnings": 64300.0,
+          "highest_yearly_earnings": 1000000.0,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2014.0,
+          "created_month": "Jan",
+          "created_date": 26.0,
+          "Gross tertiary education enrollment (%)": 36.3,
+          "Population": 270203917.0,
+          "Unemployment rate": 4.69,
+          "Urban_population": 151509724.0,
+          "Latitude": -0.789275,
+          "Longitude": 113.921327
+        }
+      },
+      {
+        "scenario_id": "110",
+        "features": {
+          "rank": 587,
+          "Youtuber": "Thairath Online",
+          "subscribers": 16200000,
+          "video views": 14563841315.0,
+          "category": "News & Politics",
+          "Title": "Thairath Online",
+          "uploads": 244899,
+          "Country": "Thailand",
+          "Abbreviation": "TH",
+          "channel_type": "News",
+          "video_views_rank": 238.0,
+          "country_rank": 10.0,
+          "channel_type_rank": 14.0,
+          "video_views_for_the_last_30_days": 224756000.0,
+          "lowest_monthly_earnings": 56200.0,
+          "highest_monthly_earnings": 899000.0,
+          "lowest_yearly_earnings": 674300.0,
+          "highest_yearly_earnings": 10800000.0,
+          "subscribers_for_last_30_days": 100000.0,
+          "created_year": 2010.0,
+          "created_month": "Sep",
+          "created_date": 27.0,
+          "Gross tertiary education enrollment (%)": 49.3,
+          "Population": 69625582.0,
+          "Unemployment rate": 0.75,
+          "Urban_population": 35294600.0,
+          "Latitude": 15.870032,
+          "Longitude": 100.992541
+        }
+      },
+      {
+        "scenario_id": "111",
+        "features": {
+          "rank": 727,
+          "Youtuber": "Auron",
+          "subscribers": 14600000,
+          "video views": 3337074920.0,
+          "category": "People & Blogs",
+          "Title": "Auron",
+          "uploads": 961,
+          "Country": "Spain",
+          "Abbreviation": "ES",
+          "channel_type": "Games",
+          "video_views_rank": 2455.0,
+          "country_rank": 14.0,
+          "channel_type_rank": 51.0,
+          "video_views_for_the_last_30_days": 60568000.0,
+          "lowest_monthly_earnings": 15100.0,
+          "highest_monthly_earnings": 242300.0,
+          "lowest_yearly_earnings": 181700.0,
+          "highest_yearly_earnings": 2900000.0,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2013.0,
+          "created_month": "Dec",
+          "created_date": 12.0,
+          "Gross tertiary education enrollment (%)": 88.9,
+          "Population": 47076781.0,
+          "Unemployment rate": 13.96,
+          "Urban_population": 37927409.0,
+          "Latitude": 40.463667,
+          "Longitude": -3.74922
+        }
+      },
+      {
+        "scenario_id": "112",
+        "features": {
+          "rank": 664,
+          "Youtuber": "Musas",
+          "subscribers": 15100000,
+          "video views": 2400037562.0,
+          "category": "Howto & Style",
+          "Title": "Jordi Sala",
+          "uploads": 159,
+          "Country": "Andorra",
+          "Abbreviation": "AD",
+          "channel_type": "People",
+          "video_views_rank": 3889418.0,
+          "country_rank": 504.0,
+          "channel_type_rank": 7615.0,
+          "video_views_for_the_last_30_days": 86.0,
+          "lowest_monthly_earnings": 0.02,
+          "highest_monthly_earnings": 0.34,
+          "lowest_yearly_earnings": 0.26,
+          "highest_yearly_earnings": 4.0,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2006.0,
+          "created_month": "Mar",
+          "created_date": 12.0,
+          "Gross tertiary education enrollment (%)": null,
+          "Population": null,
+          "Unemployment rate": null,
+          "Urban_population": null,
+          "Latitude": null,
+          "Longitude": null
+        }
+      },
+      {
+        "scenario_id": "113",
+        "features": {
+          "rank": 569,
+          "Youtuber": "Ch7HD",
+          "subscribers": 16400000,
+          "video views": 9463244435.0,
+          "category": "Entertainment",
+          "Title": "Ch7HD",
+          "uploads": 56203,
+          "Country": "Thailand",
+          "Abbreviation": "TH",
+          "channel_type": "Entertainment",
+          "video_views_rank": 496.0,
+          "country_rank": 9.0,
+          "channel_type_rank": 134.0,
+          "video_views_for_the_last_30_days": 87757000.0,
+          "lowest_monthly_earnings": 21900.0,
+          "highest_monthly_earnings": 351000.0,
+          "lowest_yearly_earnings": 263300.0,
+          "highest_yearly_earnings": 4200000.0,
+          "subscribers_for_last_30_days": 100000.0,
+          "created_year": 2010.0,
+          "created_month": "May",
+          "created_date": 17.0,
+          "Gross tertiary education enrollment (%)": 49.3,
+          "Population": 69625582.0,
+          "Unemployment rate": 0.75,
+          "Urban_population": 35294600.0,
+          "Latitude": 15.870032,
+          "Longitude": 100.992541
+        }
+      },
+      {
+        "scenario_id": "114",
+        "features": {
+          "rank": 831,
+          "Youtuber": "Desi Gamers",
+          "subscribers": 13700000,
+          "video views": 2135195239.0,
+          "category": "Gaming",
+          "Title": "Desi gamers",
+          "uploads": 1,
+          "Country": null,
+          "Abbreviation": null,
+          "channel_type": "Tech",
+          "video_views_rank": 4057849.0,
+          "country_rank": null,
+          "channel_type_rank": 4183.0,
+          "video_views_for_the_last_30_days": 5.0,
+          "lowest_monthly_earnings": 0.0,
+          "highest_monthly_earnings": 0.02,
+          "lowest_yearly_earnings": 0.02,
+          "highest_yearly_earnings": 0.24,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2020.0,
+          "created_month": "Apr",
+          "created_date": 14.0,
+          "Gross tertiary education enrollment (%)": null,
+          "Population": null,
+          "Unemployment rate": null,
+          "Urban_population": null,
+          "Latitude": null,
+          "Longitude": null
+        }
+      },
+      {
+        "scenario_id": "115",
+        "features": {
+          "rank": 75,
+          "Youtuber": "elrubiusOMG",
+          "subscribers": 40400000,
+          "video views": 7410536668.0,
+          "category": "Gaming",
+          "Title": "elrubiusOMG",
+          "uploads": 703,
+          "Country": null,
+          "Abbreviation": null,
+          "channel_type": "Entertainment",
+          "video_views_rank": 756.0,
+          "country_rank": null,
+          "channel_type_rank": 21.0,
+          "video_views_for_the_last_30_days": 5773000.0,
+          "lowest_monthly_earnings": 1400.0,
+          "highest_monthly_earnings": 23100.0,
+          "lowest_yearly_earnings": 17300.0,
+          "highest_yearly_earnings": 277100.0,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2011.0,
+          "created_month": "Dec",
+          "created_date": 20.0,
+          "Gross tertiary education enrollment (%)": null,
+          "Population": null,
+          "Unemployment rate": null,
+          "Urban_population": null,
+          "Latitude": null,
+          "Longitude": null
+        }
+      },
+      {
+        "scenario_id": "116",
+        "features": {
+          "rank": 860,
+          "Youtuber": "The Q",
+          "subscribers": 13400000,
+          "video views": 4306212515.0,
+          "category": "People & Blogs",
+          "Title": "Tom Duggan",
+          "uploads": 96,
+          "Country": "United States",
+          "Abbreviation": "US",
+          "channel_type": "Sports",
+          "video_views_rank": 3846885.0,
+          "country_rank": 7615.0,
+          "channel_type_rank": 4466.0,
+          "video_views_for_the_last_30_days": 3.0,
+          "lowest_monthly_earnings": 0.0,
+          "highest_monthly_earnings": 0.01,
+          "lowest_yearly_earnings": 0.01,
+          "highest_yearly_earnings": 0.14,
+          "subscribers_for_last_30_days": 1.0,
+          "created_year": 2006.0,
+          "created_month": "Jan",
+          "created_date": 17.0,
+          "Gross tertiary education enrollment (%)": 88.2,
+          "Population": 328239523.0,
+          "Unemployment rate": 14.7,
+          "Urban_population": 270663028.0,
+          "Latitude": 37.09024,
+          "Longitude": -95.712891
+        }
+      },
+      {
+        "scenario_id": "117",
+        "features": {
+          "rank": 318,
+          "Youtuber": "Kinder Spielzeug Kanal (Kidibli)",
+          "subscribers": 22200000,
+          "video views": 11136266461.0,
+          "category": "Entertainment",
+          "Title": "Kinder Spielzeug Kanal (Kidibli)",
+          "uploads": 999,
+          "Country": "United States",
+          "Abbreviation": "US",
+          "channel_type": "Entertainment",
+          "video_views_rank": 370.0,
+          "country_rank": 92.0,
+          "channel_type_rank": 86.0,
+          "video_views_for_the_last_30_days": 139333000.0,
+          "lowest_monthly_earnings": 34800.0,
+          "highest_monthly_earnings": 557300.0,
+          "lowest_yearly_earnings": 418000.0,
+          "highest_yearly_earnings": 6700000.0,
+          "subscribers_for_last_30_days": 200000.0,
+          "created_year": 2015.0,
+          "created_month": "Sep",
+          "created_date": 25.0,
+          "Gross tertiary education enrollment (%)": 88.2,
+          "Population": 328239523.0,
+          "Unemployment rate": 14.7,
+          "Urban_population": 270663028.0,
+          "Latitude": 37.09024,
+          "Longitude": -95.712891
+        }
+      },
+      {
+        "scenario_id": "118",
+        "features": {
+          "rank": 39,
+          "Youtuber": "LooLoo Kids - Nursery Rhymes and Children's Songs",
+          "subscribers": 54000000,
+          "video views": 32312431239.0,
+          "category": "Music",
+          "Title": "LooLoo Kids - Nursery Rhymes and Children's �",
+          "uploads": 11,
+          "Country": null,
+          "Abbreviation": null,
+          "channel_type": null,
+          "video_views_rank": 3800129.0,
+          "country_rank": null,
+          "channel_type_rank": null,
+          "video_views_for_the_last_30_days": 159.0,
+          "lowest_monthly_earnings": 0.04,
+          "highest_monthly_earnings": 0.64,
+          "lowest_yearly_earnings": 0.48,
+          "highest_yearly_earnings": 8.0,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2016.0,
+          "created_month": "Nov",
+          "created_date": 29.0,
+          "Gross tertiary education enrollment (%)": null,
+          "Population": null,
+          "Unemployment rate": null,
+          "Urban_population": null,
+          "Latitude": null,
+          "Longitude": null
+        }
+      },
+      {
+        "scenario_id": "119",
+        "features": {
+          "rank": 628,
+          "Youtuber": "5-Minute Crafts FAMILY",
+          "subscribers": 15600000,
+          "video views": 6165757696.0,
+          "category": "People & Blogs",
+          "Title": "5-Minute Crafts FAMILY",
+          "uploads": 4245,
+          "Country": "United States",
+          "Abbreviation": "US",
+          "channel_type": "Howto",
+          "video_views_rank": 1005.0,
+          "country_rank": 145.0,
+          "channel_type_rank": 21.0,
+          "video_views_for_the_last_30_days": 27382000.0,
+          "lowest_monthly_earnings": 6800.0,
+          "highest_monthly_earnings": 109500.0,
+          "lowest_yearly_earnings": 82100.0,
+          "highest_yearly_earnings": 1300000.0,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2018.0,
+          "created_month": "Dec",
+          "created_date": 13.0,
+          "Gross tertiary education enrollment (%)": 88.2,
+          "Population": 328239523.0,
+          "Unemployment rate": 14.7,
+          "Urban_population": 270663028.0,
+          "Latitude": 37.09024,
+          "Longitude": -95.712891
+        }
+      },
+      {
+        "scenario_id": "120",
+        "features": {
+          "rank": 876,
+          "Youtuber": "BIBO �����ï¿",
+          "subscribers": 13200000,
+          "video views": 1148422000.0,
+          "category": "Entertainment",
+          "Title": "BIBO �����ï¿",
+          "uploads": 192,
+          "Country": "Russia",
+          "Abbreviation": "RU",
+          "channel_type": "Entertainment",
+          "video_views_rank": 9855.0,
+          "country_rank": 13.0,
+          "channel_type_rank": 163.0,
+          "video_views_for_the_last_30_days": 8769000.0,
+          "lowest_monthly_earnings": 2200.0,
+          "highest_monthly_earnings": 35100.0,
+          "lowest_yearly_earnings": 26300.0,
+          "highest_yearly_earnings": 420900.0,
+          "subscribers_for_last_30_days": 200000.0,
+          "created_year": 2019.0,
+          "created_month": "Jan",
+          "created_date": 10.0,
+          "Gross tertiary education enrollment (%)": 81.9,
+          "Population": 144373535.0,
+          "Unemployment rate": 4.59,
+          "Urban_population": 107683889.0,
+          "Latitude": 61.52401,
+          "Longitude": 105.318756
+        }
+      },
+      {
+        "scenario_id": "121",
+        "features": {
+          "rank": 220,
+          "Youtuber": "Beyoncï¿",
+          "subscribers": 26000000,
+          "video views": 17308961985.0,
+          "category": "Music",
+          "Title": "Beyoncï¿",
+          "uploads": 240,
+          "Country": "United States",
+          "Abbreviation": "US",
+          "channel_type": "Music",
+          "video_views_rank": 163.0,
+          "country_rank": 66.0,
+          "channel_type_rank": 66.0,
+          "video_views_for_the_last_30_days": 55454000.0,
+          "lowest_monthly_earnings": 13900.0,
+          "highest_monthly_earnings": 221800.0,
+          "lowest_yearly_earnings": 166400.0,
+          "highest_yearly_earnings": 2700000.0,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2005.0,
+          "created_month": "Nov",
+          "created_date": 7.0,
+          "Gross tertiary education enrollment (%)": 88.2,
+          "Population": 328239523.0,
+          "Unemployment rate": 14.7,
+          "Urban_population": 270663028.0,
+          "Latitude": 37.09024,
+          "Longitude": -95.712891
+        }
+      },
+      {
+        "scenario_id": "122",
+        "features": {
+          "rank": 442,
+          "Youtuber": "Little Angel Espa���������",
+          "subscribers": 18900000,
+          "video views": 9813245108.0,
+          "category": "Education",
+          "Title": "Little Angel Espa���������",
+          "uploads": 719,
+          "Country": "Mexico",
+          "Abbreviation": "MX",
+          "channel_type": "Education",
+          "video_views_rank": 459.0,
+          "country_rank": 16.0,
+          "channel_type_rank": 24.0,
+          "video_views_for_the_last_30_days": 140398000.0,
+          "lowest_monthly_earnings": 35100.0,
+          "highest_monthly_earnings": 561600.0,
+          "lowest_yearly_earnings": 421200.0,
+          "highest_yearly_earnings": 6700000.0,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2018.0,
+          "created_month": "Jan",
+          "created_date": 26.0,
+          "Gross tertiary education enrollment (%)": 40.2,
+          "Population": 126014024.0,
+          "Unemployment rate": 3.42,
+          "Urban_population": 102626859.0,
+          "Latitude": 23.634501,
+          "Longitude": -102.552784
+        }
+      },
+      {
+        "scenario_id": "123",
+        "features": {
+          "rank": 345,
+          "Youtuber": "Ishaan Ali 11",
+          "subscribers": 21300000,
+          "video views": 12761253839.0,
+          "category": "People & Blogs",
+          "Title": "Ishaan Ali 11",
+          "uploads": 951,
+          "Country": "India",
+          "Abbreviation": "IN",
+          "channel_type": "People",
+          "video_views_rank": 301.0,
+          "country_rank": 68.0,
+          "channel_type_rank": 16.0,
+          "video_views_for_the_last_30_days": 729409000.0,
+          "lowest_monthly_earnings": 182400.0,
+          "highest_monthly_earnings": 2900000.0,
+          "lowest_yearly_earnings": 2200000.0,
+          "highest_yearly_earnings": 35000000.0,
+          "subscribers_for_last_30_days": 1600000.0,
+          "created_year": 2016.0,
+          "created_month": "Jul",
+          "created_date": 27.0,
+          "Gross tertiary education enrollment (%)": 28.1,
+          "Population": 1366417754.0,
+          "Unemployment rate": 5.36,
+          "Urban_population": 471031528.0,
+          "Latitude": 20.593684,
+          "Longitude": 78.96288
+        }
+      },
+      {
+        "scenario_id": "124",
+        "features": {
+          "rank": 20,
+          "Youtuber": "Justin Bieber",
+          "subscribers": 71600000,
+          "video views": 30608119724.0,
+          "category": "Music",
+          "Title": "Justin Bieber",
+          "uploads": 249,
+          "Country": "Canada",
+          "Abbreviation": "CA",
+          "channel_type": "Music",
+          "video_views_rank": 38.0,
+          "country_rank": 1.0,
+          "channel_type_rank": 6.0,
+          "video_views_for_the_last_30_days": 176326000.0,
+          "lowest_monthly_earnings": 44100.0,
+          "highest_monthly_earnings": 705300.0,
+          "lowest_yearly_earnings": 529000.0,
+          "highest_yearly_earnings": 8500000.0,
+          "subscribers_for_last_30_days": 100000.0,
+          "created_year": 2007.0,
+          "created_month": "Jan",
+          "created_date": 15.0,
+          "Gross tertiary education enrollment (%)": 68.9,
+          "Population": 36991981.0,
+          "Unemployment rate": 5.56,
+          "Urban_population": 30628482.0,
+          "Latitude": 56.130366,
+          "Longitude": -106.346771
+        }
+      },
+      {
+        "scenario_id": "125",
+        "features": {
+          "rank": 514,
+          "Youtuber": "Fun For Kids TV - Hindi Rhymes",
+          "subscribers": 17500000,
+          "video views": 7612385622.0,
+          "category": "Entertainment",
+          "Title": "Fun For Kids TV - Hindi Rhymes",
+          "uploads": 149,
+          "Country": "India",
+          "Abbreviation": "IN",
+          "channel_type": "Entertainment",
+          "video_views_rank": 723.0,
+          "country_rank": 86.0,
+          "channel_type_rank": 124.0,
+          "video_views_for_the_last_30_days": 109847000.0,
+          "lowest_monthly_earnings": 27500.0,
+          "highest_monthly_earnings": 439400.0,
+          "lowest_yearly_earnings": 329500.0,
+          "highest_yearly_earnings": 5300000.0,
+          "subscribers_for_last_30_days": 300000.0,
+          "created_year": 2017.0,
+          "created_month": "Sep",
+          "created_date": 27.0,
+          "Gross tertiary education enrollment (%)": 28.1,
+          "Population": 1366417754.0,
+          "Unemployment rate": 5.36,
+          "Urban_population": 471031528.0,
+          "Latitude": 20.593684,
+          "Longitude": 78.96288
+        }
+      },
+      {
+        "scenario_id": "126",
+        "features": {
+          "rank": 306,
+          "Youtuber": "Sun TV",
+          "subscribers": 22600000,
+          "video views": 20847038152.0,
+          "category": "People & Blogs",
+          "Title": "Sun TV",
+          "uploads": 60964,
+          "Country": "India",
+          "Abbreviation": "IN",
+          "channel_type": "Entertainment",
+          "video_views_rank": 109.0,
+          "country_rank": 63.0,
+          "channel_type_rank": 82.0,
+          "video_views_for_the_last_30_days": 982238000.0,
+          "lowest_monthly_earnings": 245600.0,
+          "highest_monthly_earnings": 3900000.0,
+          "lowest_yearly_earnings": 2900000.0,
+          "highest_yearly_earnings": 47100000.0,
+          "subscribers_for_last_30_days": 600000.0,
+          "created_year": 2016.0,
+          "created_month": "Feb",
+          "created_date": 26.0,
+          "Gross tertiary education enrollment (%)": 28.1,
+          "Population": 1366417754.0,
+          "Unemployment rate": 5.36,
+          "Urban_population": 471031528.0,
+          "Latitude": 20.593684,
+          "Longitude": 78.96288
+        }
+      },
+      {
+        "scenario_id": "127",
+        "features": {
+          "rank": 742,
+          "Youtuber": "BBC News",
+          "subscribers": 14500000,
+          "video views": 4598387043.0,
+          "category": "News & Politics",
+          "Title": "BBC News",
+          "uploads": 18972,
+          "Country": "United Kingdom",
+          "Abbreviation": "GB",
+          "channel_type": "News",
+          "video_views_rank": 1548.0,
+          "country_rank": 26.0,
+          "channel_type_rank": 19.0,
+          "video_views_for_the_last_30_days": 66273000.0,
+          "lowest_monthly_earnings": 16600.0,
+          "highest_monthly_earnings": 265100.0,
+          "lowest_yearly_earnings": 198800.0,
+          "highest_yearly_earnings": 3200000.0,
+          "subscribers_for_last_30_days": 100000.0,
+          "created_year": 2006.0,
+          "created_month": "Apr",
+          "created_date": 8.0,
+          "Gross tertiary education enrollment (%)": 60.0,
+          "Population": 66834405.0,
+          "Unemployment rate": 3.85,
+          "Urban_population": 55908316.0,
+          "Latitude": 55.378051,
+          "Longitude": -3.435973
+        }
+      },
+      {
+        "scenario_id": "128",
+        "features": {
+          "rank": 139,
+          "Youtuber": "rezendeevil",
+          "subscribers": 32100000,
+          "video views": 13061739758.0,
+          "category": "Gaming",
+          "Title": "rezendeevil",
+          "uploads": 11882,
+          "Country": "Brazil",
+          "Abbreviation": "BR",
+          "channel_type": "Entertainment",
+          "video_views_rank": 287.0,
+          "country_rank": 9.0,
+          "channel_type_rank": 40.0,
+          "video_views_for_the_last_30_days": 44505000.0,
+          "lowest_monthly_earnings": 11100.0,
+          "highest_monthly_earnings": 178000.0,
+          "lowest_yearly_earnings": 133500.0,
+          "highest_yearly_earnings": 2100000.0,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2012.0,
+          "created_month": "Feb",
+          "created_date": 12.0,
+          "Gross tertiary education enrollment (%)": 51.3,
+          "Population": 212559417.0,
+          "Unemployment rate": 12.08,
+          "Urban_population": 183241641.0,
+          "Latitude": -14.235004,
+          "Longitude": -51.92528
+        }
+      },
+      {
+        "scenario_id": "129",
+        "features": {
+          "rank": 351,
+          "Youtuber": "Tasty",
+          "subscribers": 21100000,
+          "video views": 5783557209.0,
+          "category": "Howto & Style",
+          "Title": "Tasty",
+          "uploads": 4728,
+          "Country": "United States",
+          "Abbreviation": "US",
+          "channel_type": "Howto",
+          "video_views_rank": 1113.0,
+          "country_rank": 99.0,
+          "channel_type_rank": 10.0,
+          "video_views_for_the_last_30_days": 24691000.0,
+          "lowest_monthly_earnings": 6200.0,
+          "highest_monthly_earnings": 98800.0,
+          "lowest_yearly_earnings": 74100.0,
+          "highest_yearly_earnings": 1200000.0,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2016.0,
+          "created_month": "Jan",
+          "created_date": 22.0,
+          "Gross tertiary education enrollment (%)": 88.2,
+          "Population": 328239523.0,
+          "Unemployment rate": 14.7,
+          "Urban_population": 270663028.0,
+          "Latitude": 37.09024,
+          "Longitude": -95.712891
+        }
+      },
+      {
+        "scenario_id": "130",
+        "features": {
+          "rank": 845,
+          "Youtuber": "Sanjoy Das Official",
+          "subscribers": 13500000,
+          "video views": 3912334359.0,
+          "category": "Entertainment",
+          "Title": "Sanjoy Das Official",
+          "uploads": 1793,
+          "Country": "India",
+          "Abbreviation": "IN",
+          "channel_type": "Games",
+          "video_views_rank": 1954.0,
+          "country_rank": 114.0,
+          "channel_type_rank": 60.0,
+          "video_views_for_the_last_30_days": 179232000.0,
+          "lowest_monthly_earnings": 44800.0,
+          "highest_monthly_earnings": 716900.0,
+          "lowest_yearly_earnings": 537700.0,
+          "highest_yearly_earnings": 8600000.0,
+          "subscribers_for_last_30_days": 400000.0,
+          "created_year": 2015.0,
+          "created_month": "Apr",
+          "created_date": 29.0,
+          "Gross tertiary education enrollment (%)": 28.1,
+          "Population": 1366417754.0,
+          "Unemployment rate": 5.36,
+          "Urban_population": 471031528.0,
+          "Latitude": 20.593684,
+          "Longitude": 78.96288
+        }
+      },
+      {
+        "scenario_id": "131",
+        "features": {
+          "rank": 640,
+          "Youtuber": "FFUNTV",
+          "subscribers": 15400000,
+          "video views": 11513738907.0,
+          "category": "Gaming",
+          "Title": "FFUNTV",
+          "uploads": 379,
+          "Country": "United Arab Emirates",
+          "Abbreviation": "AE",
+          "channel_type": "Entertainment",
+          "video_views_rank": 349.0,
+          "country_rank": 6.0,
+          "channel_type_rank": 141.0,
+          "video_views_for_the_last_30_days": 80172000.0,
+          "lowest_monthly_earnings": 20000.0,
+          "highest_monthly_earnings": 320700.0,
+          "lowest_yearly_earnings": 240500.0,
+          "highest_yearly_earnings": 3800000.0,
+          "subscribers_for_last_30_days": 200000.0,
+          "created_year": 2018.0,
+          "created_month": "Jul",
+          "created_date": 18.0,
+          "Gross tertiary education enrollment (%)": 36.8,
+          "Population": 9770529.0,
+          "Unemployment rate": 2.35,
+          "Urban_population": 8479744.0,
+          "Latitude": 23.424076,
+          "Longitude": 53.847818
+        }
+      },
+      {
+        "scenario_id": "132",
+        "features": {
+          "rank": 906,
+          "Youtuber": "GH'S",
+          "subscribers": 13000000,
+          "video views": 8739174649.0,
+          "category": "Gaming",
+          "Title": "GH'S",
+          "uploads": 510,
+          "Country": "South Korea",
+          "Abbreviation": "KR",
+          "channel_type": "Games",
+          "video_views_rank": 553.0,
+          "country_rank": 15.0,
+          "channel_type_rank": 65.0,
+          "video_views_for_the_last_30_days": 1081000000.0,
+          "lowest_monthly_earnings": 270300.0,
+          "highest_monthly_earnings": 4300000.0,
+          "lowest_yearly_earnings": 3200000.0,
+          "highest_yearly_earnings": 51900000.0,
+          "subscribers_for_last_30_days": 1000000.0,
+          "created_year": 2020.0,
+          "created_month": "Jul",
+          "created_date": 7.0,
+          "Gross tertiary education enrollment (%)": 94.3,
+          "Population": 51709098.0,
+          "Unemployment rate": 4.15,
+          "Urban_population": 42106719.0,
+          "Latitude": 35.907757,
+          "Longitude": 127.766922
+        }
+      },
+      {
+        "scenario_id": "133",
+        "features": {
+          "rank": 64,
+          "Youtuber": "Shakira",
+          "subscribers": 43500000,
+          "video views": 27568757295.0,
+          "category": "People & Blogs",
+          "Title": "Shakira",
+          "uploads": 326,
+          "Country": "Colombia",
+          "Abbreviation": "CO",
+          "channel_type": "Howto",
+          "video_views_rank": 52.0,
+          "country_rank": 1.0,
+          "channel_type_rank": 3.0,
+          "video_views_for_the_last_30_days": 353412000.0,
+          "lowest_monthly_earnings": 88400.0,
+          "highest_monthly_earnings": 1400000.0,
+          "lowest_yearly_earnings": 1100000.0,
+          "highest_yearly_earnings": 17000000.0,
+          "subscribers_for_last_30_days": 500000.0,
+          "created_year": 2005.0,
+          "created_month": "Oct",
+          "created_date": 16.0,
+          "Gross tertiary education enrollment (%)": 55.3,
+          "Population": 50339443.0,
+          "Unemployment rate": 9.71,
+          "Urban_population": 40827302.0,
+          "Latitude": 4.570868,
+          "Longitude": -74.297333
+        }
+      },
+      {
+        "scenario_id": "134",
+        "features": {
+          "rank": 969,
+          "Youtuber": "CKM",
+          "subscribers": 12500000,
+          "video views": 4465772496.0,
+          "category": "Comedy",
+          "Title": "CKM",
+          "uploads": 117,
+          "Country": "India",
+          "Abbreviation": "IN",
+          "channel_type": "Comedy",
+          "video_views_rank": 1621.0,
+          "country_rank": 123.0,
+          "channel_type_rank": 42.0,
+          "video_views_for_the_last_30_days": 13142000.0,
+          "lowest_monthly_earnings": 3300.0,
+          "highest_monthly_earnings": 52600.0,
+          "lowest_yearly_earnings": 39400.0,
+          "highest_yearly_earnings": 630800.0,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2018.0,
+          "created_month": "Feb",
+          "created_date": 20.0,
+          "Gross tertiary education enrollment (%)": 28.1,
+          "Population": 1366417754.0,
+          "Unemployment rate": 5.36,
+          "Urban_population": 471031528.0,
+          "Latitude": 20.593684,
+          "Longitude": 78.96288
+        }
+      },
+      {
+        "scenario_id": "135",
+        "features": {
+          "rank": 148,
+          "Youtuber": "Lucas and Marcus",
+          "subscribers": 31600000,
+          "video views": 11615848291.0,
+          "category": "Entertainment",
+          "Title": "Lucas and Marcus",
+          "uploads": 1321,
+          "Country": "United States",
+          "Abbreviation": "US",
+          "channel_type": "Entertainment",
+          "video_views_rank": 339.0,
+          "country_rank": 42.0,
+          "channel_type_rank": 43.0,
+          "video_views_for_the_last_30_days": 312099000.0,
+          "lowest_monthly_earnings": 78000.0,
+          "highest_monthly_earnings": 1200000.0,
+          "lowest_yearly_earnings": 936300.0,
+          "highest_yearly_earnings": 15000000.0,
+          "subscribers_for_last_30_days": 400000.0,
+          "created_year": 2011.0,
+          "created_month": "Jan",
+          "created_date": 19.0,
+          "Gross tertiary education enrollment (%)": 88.2,
+          "Population": 328239523.0,
+          "Unemployment rate": 14.7,
+          "Urban_population": 270663028.0,
+          "Latitude": 37.09024,
+          "Longitude": -95.712891
+        }
+      },
+      {
+        "scenario_id": "136",
+        "features": {
+          "rank": 18,
+          "Youtuber": "BANGTANTV",
+          "subscribers": 75600000,
+          "video views": 20826993957.0,
+          "category": "Music",
+          "Title": "BANGTANTV",
+          "uploads": 2281,
+          "Country": "South Korea",
+          "Abbreviation": "KR",
+          "channel_type": "Music",
+          "video_views_rank": 112.0,
+          "country_rank": 2.0,
+          "channel_type_rank": 4.0,
+          "video_views_for_the_last_30_days": 168290000.0,
+          "lowest_monthly_earnings": 42100.0,
+          "highest_monthly_earnings": 673200.0,
+          "lowest_yearly_earnings": 504900.0,
+          "highest_yearly_earnings": 8100000.0,
+          "subscribers_for_last_30_days": 400000.0,
+          "created_year": 2012.0,
+          "created_month": "Dec",
+          "created_date": 17.0,
+          "Gross tertiary education enrollment (%)": 94.3,
+          "Population": 51709098.0,
+          "Unemployment rate": 4.15,
+          "Urban_population": 42106719.0,
+          "Latitude": 35.907757,
+          "Longitude": 127.766922
+        }
+      },
+      {
+        "scenario_id": "137",
+        "features": {
+          "rank": 389,
+          "Youtuber": "dednahype",
+          "subscribers": 20200000,
+          "video views": 20919403720.0,
+          "category": "Comedy",
+          "Title": "dednahype",
+          "uploads": 1935,
+          "Country": "Latvia",
+          "Abbreviation": "LV",
+          "channel_type": "Comedy",
+          "video_views_rank": 108.0,
+          "country_rank": 1.0,
+          "channel_type_rank": 19.0,
+          "video_views_for_the_last_30_days": 1245000000.0,
+          "lowest_monthly_earnings": 311200.0,
+          "highest_monthly_earnings": 5000000.0,
+          "lowest_yearly_earnings": 3700000.0,
+          "highest_yearly_earnings": 59800000.0,
+          "subscribers_for_last_30_days": 1200000.0,
+          "created_year": 2020.0,
+          "created_month": "Mar",
+          "created_date": 20.0,
+          "Gross tertiary education enrollment (%)": 88.1,
+          "Population": 1912789.0,
+          "Unemployment rate": 6.52,
+          "Urban_population": 1304943.0,
+          "Latitude": 56.879635,
+          "Longitude": 24.603189
+        }
+      },
+      {
+        "scenario_id": "138",
+        "features": {
+          "rank": 360,
+          "Youtuber": "LIV Crime",
+          "subscribers": 20900000,
+          "video views": 11058049885.0,
+          "category": "People & Blogs",
+          "Title": "LIV Crime",
+          "uploads": 9850,
+          "Country": "United States",
+          "Abbreviation": "US",
+          "channel_type": "People",
+          "video_views_rank": 372.0,
+          "country_rank": 100.0,
+          "channel_type_rank": 17.0,
+          "video_views_for_the_last_30_days": 383700000.0,
+          "lowest_monthly_earnings": 95900.0,
+          "highest_monthly_earnings": 1500000.0,
+          "lowest_yearly_earnings": 1200000.0,
+          "highest_yearly_earnings": 18400000.0,
+          "subscribers_for_last_30_days": 600000.0,
+          "created_year": 2020.0,
+          "created_month": "Aug",
+          "created_date": 18.0,
+          "Gross tertiary education enrollment (%)": 88.2,
+          "Population": 328239523.0,
+          "Unemployment rate": 14.7,
+          "Urban_population": 270663028.0,
+          "Latitude": 37.09024,
+          "Longitude": -95.712891
+        }
+      },
+      {
+        "scenario_id": "139",
+        "features": {
+          "rank": 740,
+          "Youtuber": "IDEIAS INCR��",
+          "subscribers": 14500000,
+          "video views": 3551889957.0,
+          "category": "Howto & Style",
+          "Title": "IDEIAS INCR��",
+          "uploads": 5430,
+          "Country": "Brazil",
+          "Abbreviation": "BR",
+          "channel_type": "Howto",
+          "video_views_rank": 2269.0,
+          "country_rank": 41.0,
+          "channel_type_rank": 26.0,
+          "video_views_for_the_last_30_days": 2838000.0,
+          "lowest_monthly_earnings": 709.0,
+          "highest_monthly_earnings": 11400.0,
+          "lowest_yearly_earnings": 8500.0,
+          "highest_yearly_earnings": 136200.0,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2017.0,
+          "created_month": "Oct",
+          "created_date": 30.0,
+          "Gross tertiary education enrollment (%)": 51.3,
+          "Population": 212559417.0,
+          "Unemployment rate": 12.08,
+          "Urban_population": 183241641.0,
+          "Latitude": -14.235004,
+          "Longitude": -51.92528
+        }
+      },
+      {
+        "scenario_id": "140",
+        "features": {
+          "rank": 825,
+          "Youtuber": "The Vishal bhatt",
+          "subscribers": 13700000,
+          "video views": 9596430464.0,
+          "category": "Comedy",
+          "Title": "The Vishal bhatt",
+          "uploads": 1040,
+          "Country": "India",
+          "Abbreviation": "IN",
+          "channel_type": "Comedy",
+          "video_views_rank": 487.0,
+          "country_rank": 113.0,
+          "channel_type_rank": 36.0,
+          "video_views_for_the_last_30_days": 379240000.0,
+          "lowest_monthly_earnings": 94800.0,
+          "highest_monthly_earnings": 1500000.0,
+          "lowest_yearly_earnings": 1100000.0,
+          "highest_yearly_earnings": 18200000.0,
+          "subscribers_for_last_30_days": 600000.0,
+          "created_year": 2021.0,
+          "created_month": "Aug",
+          "created_date": 15.0,
+          "Gross tertiary education enrollment (%)": 28.1,
+          "Population": 1366417754.0,
+          "Unemployment rate": 5.36,
+          "Urban_population": 471031528.0,
+          "Latitude": 20.593684,
+          "Longitude": 78.96288
+        }
+      },
+      {
+        "scenario_id": "141",
+        "features": {
+          "rank": 155,
+          "Youtuber": "ImagineDragons",
+          "subscribers": 30700000,
+          "video views": 16793072362.0,
+          "category": "Music",
+          "Title": "ImagineDragons",
+          "uploads": 92,
+          "Country": "United States",
+          "Abbreviation": "US",
+          "channel_type": "Music",
+          "video_views_rank": 169.0,
+          "country_rank": 45.0,
+          "channel_type_rank": 50.0,
+          "video_views_for_the_last_30_days": 188837000.0,
+          "lowest_monthly_earnings": 47200.0,
+          "highest_monthly_earnings": 755300.0,
+          "lowest_yearly_earnings": 566500.0,
+          "highest_yearly_earnings": 9100000.0,
+          "subscribers_for_last_30_days": 100000.0,
+          "created_year": 2009.0,
+          "created_month": "Aug",
+          "created_date": 3.0,
+          "Gross tertiary education enrollment (%)": 88.2,
+          "Population": 328239523.0,
+          "Unemployment rate": 14.7,
+          "Urban_population": 270663028.0,
+          "Latitude": 37.09024,
+          "Longitude": -95.712891
+        }
+      },
+      {
+        "scenario_id": "142",
+        "features": {
+          "rank": 981,
+          "Youtuber": "Zee Kids",
+          "subscribers": 12400000,
+          "video views": 7683670251.0,
+          "category": "Film & Animation",
+          "Title": "Zee Kids",
+          "uploads": 1212,
+          "Country": "India",
+          "Abbreviation": "IN",
+          "channel_type": "Entertainment",
+          "video_views_rank": 709.0,
+          "country_rank": 124.0,
+          "channel_type_rank": 172.0,
+          "video_views_for_the_last_30_days": 95163000.0,
+          "lowest_monthly_earnings": 23800.0,
+          "highest_monthly_earnings": 380700.0,
+          "lowest_yearly_earnings": 285500.0,
+          "highest_yearly_earnings": 4600000.0,
+          "subscribers_for_last_30_days": 100000.0,
+          "created_year": 2012.0,
+          "created_month": "Jul",
+          "created_date": 6.0,
+          "Gross tertiary education enrollment (%)": 28.1,
+          "Population": 1366417754.0,
+          "Unemployment rate": 5.36,
+          "Urban_population": 471031528.0,
+          "Latitude": 20.593684,
+          "Longitude": 78.96288
+        }
+      },
+      {
+        "scenario_id": "143",
+        "features": {
+          "rank": 732,
+          "Youtuber": "O Reino Infantil",
+          "subscribers": 14600000,
+          "video views": 11182302317.0,
+          "category": "Music",
+          "Title": "O Reino Infantil",
+          "uploads": 1206,
+          "Country": "Brazil",
+          "Abbreviation": "BR",
+          "channel_type": "Music",
+          "video_views_rank": 369.0,
+          "country_rank": 40.0,
+          "channel_type_rank": 131.0,
+          "video_views_for_the_last_30_days": 109865000.0,
+          "lowest_monthly_earnings": 27500.0,
+          "highest_monthly_earnings": 439500.0,
+          "lowest_yearly_earnings": 329600.0,
+          "highest_yearly_earnings": 5300000.0,
+          "subscribers_for_last_30_days": 100000.0,
+          "created_year": 2014.0,
+          "created_month": "Aug",
+          "created_date": 19.0,
+          "Gross tertiary education enrollment (%)": 51.3,
+          "Population": 212559417.0,
+          "Unemployment rate": 12.08,
+          "Urban_population": 183241641.0,
+          "Latitude": -14.235004,
+          "Longitude": -51.92528
+        }
+      },
+      {
+        "scenario_id": "144",
+        "features": {
+          "rank": 371,
+          "Youtuber": "Bizarrap",
+          "subscribers": 20600000,
+          "video views": 7657171980.0,
+          "category": "Comedy",
+          "Title": "Bizarrap",
+          "uploads": 83,
+          "Country": "Argentina",
+          "Abbreviation": "AR",
+          "channel_type": "Entertainment",
+          "video_views_rank": 711.0,
+          "country_rank": 8.0,
+          "channel_type_rank": 98.0,
+          "video_views_for_the_last_30_days": 193176000.0,
+          "lowest_monthly_earnings": 48300.0,
+          "highest_monthly_earnings": 772700.0,
+          "lowest_yearly_earnings": 579500.0,
+          "highest_yearly_earnings": 9300000.0,
+          "subscribers_for_last_30_days": 200000.0,
+          "created_year": 2017.0,
+          "created_month": "Jan",
+          "created_date": 15.0,
+          "Gross tertiary education enrollment (%)": 90.0,
+          "Population": 44938712.0,
+          "Unemployment rate": 9.79,
+          "Urban_population": 41339571.0,
+          "Latitude": -38.416097,
+          "Longitude": -63.616672
+        }
+      },
+      {
+        "scenario_id": "145",
+        "features": {
+          "rank": 59,
+          "Youtuber": "Katy Perry",
+          "subscribers": 44200000,
+          "video views": 25458952022.0,
+          "category": "Music",
+          "Title": "Katy Perry",
+          "uploads": 128,
+          "Country": "United States",
+          "Abbreviation": "US",
+          "channel_type": "Music",
+          "video_views_rank": 70.0,
+          "country_rank": 19.0,
+          "channel_type_rank": 24.0,
+          "video_views_for_the_last_30_days": 134242000.0,
+          "lowest_monthly_earnings": 33600.0,
+          "highest_monthly_earnings": 537000.0,
+          "lowest_yearly_earnings": 402700.0,
+          "highest_yearly_earnings": 6400000.0,
+          "subscribers_for_last_30_days": 100000.0,
+          "created_year": 2008.0,
+          "created_month": "Jun",
+          "created_date": 1.0,
+          "Gross tertiary education enrollment (%)": 88.2,
+          "Population": 328239523.0,
+          "Unemployment rate": 14.7,
+          "Urban_population": 270663028.0,
+          "Latitude": 37.09024,
+          "Longitude": -95.712891
+        }
+      },
+      {
+        "scenario_id": "146",
+        "features": {
+          "rank": 500,
+          "Youtuber": "tanboy kun",
+          "subscribers": 17700000,
+          "video views": 3647267655.0,
+          "category": "People & Blogs",
+          "Title": "tanboy kun",
+          "uploads": 739,
+          "Country": "Indonesia",
+          "Abbreviation": "ID",
+          "channel_type": "Entertainment",
+          "video_views_rank": 2169.0,
+          "country_rank": 17.0,
+          "channel_type_rank": 122.0,
+          "video_views_for_the_last_30_days": 48174000.0,
+          "lowest_monthly_earnings": 12000.0,
+          "highest_monthly_earnings": 192700.0,
+          "lowest_yearly_earnings": 144500.0,
+          "highest_yearly_earnings": 2300000.0,
+          "subscribers_for_last_30_days": 100000.0,
+          "created_year": 2016.0,
+          "created_month": "Oct",
+          "created_date": 27.0,
+          "Gross tertiary education enrollment (%)": 36.3,
+          "Population": 270203917.0,
+          "Unemployment rate": 4.69,
+          "Urban_population": 151509724.0,
+          "Latitude": -0.789275,
+          "Longitude": 113.921327
+        }
+      },
+      {
+        "scenario_id": "147",
+        "features": {
+          "rank": 398,
+          "Youtuber": "5-Minute Crafts PLAY",
+          "subscribers": 20100000,
+          "video views": 6119294270.0,
+          "category": "Howto & Style",
+          "Title": "5-Minute Crafts PLAY",
+          "uploads": 5491,
+          "Country": "United States",
+          "Abbreviation": "US",
+          "channel_type": "Howto",
+          "video_views_rank": 1014.0,
+          "country_rank": 108.0,
+          "channel_type_rank": 12.0,
+          "video_views_for_the_last_30_days": 105784000.0,
+          "lowest_monthly_earnings": 26400.0,
+          "highest_monthly_earnings": 423100.0,
+          "lowest_yearly_earnings": 317400.0,
+          "highest_yearly_earnings": 5100000.0,
+          "subscribers_for_last_30_days": 100000.0,
+          "created_year": 2017.0,
+          "created_month": "Oct",
+          "created_date": 30.0,
+          "Gross tertiary education enrollment (%)": 88.2,
+          "Population": 328239523.0,
+          "Unemployment rate": 14.7,
+          "Urban_population": 270663028.0,
+          "Latitude": 37.09024,
+          "Longitude": -95.712891
+        }
+      },
+      {
+        "scenario_id": "148",
+        "features": {
+          "rank": 540,
+          "Youtuber": "VICE",
+          "subscribers": 16900000,
+          "video views": 4609753237.0,
+          "category": "Entertainment",
+          "Title": "VICE",
+          "uploads": 3900,
+          "Country": "United States",
+          "Abbreviation": "US",
+          "channel_type": "Entertainment",
+          "video_views_rank": 1543.0,
+          "country_rank": 134.0,
+          "channel_type_rank": 129.0,
+          "video_views_for_the_last_30_days": 36357000.0,
+          "lowest_monthly_earnings": 9100.0,
+          "highest_monthly_earnings": 145400.0,
+          "lowest_yearly_earnings": 109100.0,
+          "highest_yearly_earnings": 1700000.0,
+          "subscribers_for_last_30_days": 100000.0,
+          "created_year": 2005.0,
+          "created_month": "Dec",
+          "created_date": 16.0,
+          "Gross tertiary education enrollment (%)": 88.2,
+          "Population": 328239523.0,
+          "Unemployment rate": 14.7,
+          "Urban_population": 270663028.0,
+          "Latitude": 37.09024,
+          "Longitude": -95.712891
+        }
+      },
+      {
+        "scenario_id": "149",
+        "features": {
+          "rank": 281,
+          "Youtuber": "Peppa Pig Espa���������",
+          "subscribers": 23600000,
+          "video views": 7920637200.0,
+          "category": "Film & Animation",
+          "Title": "Peppa Pig Espa���������",
+          "uploads": 1251,
+          "Country": "United Kingdom",
+          "Abbreviation": "GB",
+          "channel_type": "Film",
+          "video_views_rank": 668.0,
+          "country_rank": 12.0,
+          "channel_type_rank": 19.0,
+          "video_views_for_the_last_30_days": 53589000.0,
+          "lowest_monthly_earnings": 13400.0,
+          "highest_monthly_earnings": 214400.0,
+          "lowest_yearly_earnings": 160800.0,
+          "highest_yearly_earnings": 2600000.0,
+          "subscribers_for_last_30_days": 100000.0,
+          "created_year": 2014.0,
+          "created_month": "Jul",
+          "created_date": 28.0,
+          "Gross tertiary education enrollment (%)": 60.0,
+          "Population": 66834405.0,
+          "Unemployment rate": 3.85,
+          "Urban_population": 55908316.0,
+          "Latitude": 55.378051,
+          "Longitude": -3.435973
+        }
+      },
+      {
+        "scenario_id": "150",
+        "features": {
+          "rank": 590,
+          "Youtuber": "AdMe",
+          "subscribers": 16200000,
+          "video views": 4488680903.0,
+          "category": "Entertainment",
+          "Title": "Aday C����ï",
+          "uploads": 10,
+          "Country": "Spain",
+          "Abbreviation": "ES",
+          "channel_type": "Music",
+          "video_views_rank": 4048675.0,
+          "country_rank": 4228.0,
+          "channel_type_rank": 5766.0,
+          "video_views_for_the_last_30_days": 4.0,
+          "lowest_monthly_earnings": 0.0,
+          "highest_monthly_earnings": 0.02,
+          "lowest_yearly_earnings": 0.01,
+          "highest_yearly_earnings": 0.19,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2006.0,
+          "created_month": "May",
+          "created_date": 2.0,
+          "Gross tertiary education enrollment (%)": 88.9,
+          "Population": 47076781.0,
+          "Unemployment rate": 13.96,
+          "Urban_population": 37927409.0,
+          "Latitude": 40.463667,
+          "Longitude": -3.74922
+        }
+      },
+      {
+        "scenario_id": "151",
+        "features": {
+          "rank": 780,
+          "Youtuber": "SEVENGERS",
+          "subscribers": 14200000,
+          "video views": 10238593147.0,
+          "category": "Comedy",
+          "Title": "SEVENGERS",
+          "uploads": 872,
+          "Country": "India",
+          "Abbreviation": "IN",
+          "channel_type": "Comedy",
+          "video_views_rank": 422.0,
+          "country_rank": 110.0,
+          "channel_type_rank": 33.0,
+          "video_views_for_the_last_30_days": 367898000.0,
+          "lowest_monthly_earnings": 92000.0,
+          "highest_monthly_earnings": 1500000.0,
+          "lowest_yearly_earnings": 1100000.0,
+          "highest_yearly_earnings": 17700000.0,
+          "subscribers_for_last_30_days": 400000.0,
+          "created_year": 2018.0,
+          "created_month": "Jun",
+          "created_date": 4.0,
+          "Gross tertiary education enrollment (%)": 28.1,
+          "Population": 1366417754.0,
+          "Unemployment rate": 5.36,
+          "Urban_population": 471031528.0,
+          "Latitude": 20.593684,
+          "Longitude": 78.96288
+        }
+      },
+      {
+        "scenario_id": "152",
+        "features": {
+          "rank": 129,
+          "Youtuber": "CVS 3D Rhymes & Kids Songs",
+          "subscribers": 33400000,
+          "video views": 20269857567.0,
+          "category": "Education",
+          "Title": "CVS 3D Rhymes & Kids Songs",
+          "uploads": 338,
+          "Country": "India",
+          "Abbreviation": "IN",
+          "channel_type": "Education",
+          "video_views_rank": 120.0,
+          "country_rank": 35.0,
+          "channel_type_rank": 9.0,
+          "video_views_for_the_last_30_days": 136084000.0,
+          "lowest_monthly_earnings": 34000.0,
+          "highest_monthly_earnings": 544300.0,
+          "lowest_yearly_earnings": 408300.0,
+          "highest_yearly_earnings": 6500000.0,
+          "subscribers_for_last_30_days": 200000.0,
+          "created_year": 2008.0,
+          "created_month": "Aug",
+          "created_date": 26.0,
+          "Gross tertiary education enrollment (%)": 28.1,
+          "Population": 1366417754.0,
+          "Unemployment rate": 5.36,
+          "Urban_population": 471031528.0,
+          "Latitude": 20.593684,
+          "Longitude": 78.96288
+        }
+      },
+      {
+        "scenario_id": "153",
+        "features": {
+          "rank": 668,
+          "Youtuber": "Makiman131",
+          "subscribers": 15100000,
+          "video views": 4236036141.0,
+          "category": "Gaming",
+          "Title": "Makiman131",
+          "uploads": 2997,
+          "Country": "Spain",
+          "Abbreviation": "ES",
+          "channel_type": "Entertainment",
+          "video_views_rank": 1760.0,
+          "country_rank": 12.0,
+          "channel_type_rank": 145.0,
+          "video_views_for_the_last_30_days": 5972000.0,
+          "lowest_monthly_earnings": 1500.0,
+          "highest_monthly_earnings": 23900.0,
+          "lowest_yearly_earnings": 17900.0,
+          "highest_yearly_earnings": 286600.0,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2013.0,
+          "created_month": "Feb",
+          "created_date": 12.0,
+          "Gross tertiary education enrollment (%)": 88.9,
+          "Population": 47076781.0,
+          "Unemployment rate": 13.96,
+          "Urban_population": 37927409.0,
+          "Latitude": 40.463667,
+          "Longitude": -3.74922
+        }
+      },
+      {
+        "scenario_id": "154",
+        "features": {
+          "rank": 798,
+          "Youtuber": "Gallina Pintadita",
+          "subscribers": 14000000,
+          "video views": 9660950823.0,
+          "category": "Music",
+          "Title": "Gallina Pintadita",
+          "uploads": 62,
+          "Country": "Mexico",
+          "Abbreviation": "MX",
+          "channel_type": "Film",
+          "video_views_rank": 477.0,
+          "country_rank": 29.0,
+          "channel_type_rank": 40.0,
+          "video_views_for_the_last_30_days": 70626000.0,
+          "lowest_monthly_earnings": 17700.0,
+          "highest_monthly_earnings": 282500.0,
+          "lowest_yearly_earnings": 211900.0,
+          "highest_yearly_earnings": 3400000.0,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2011.0,
+          "created_month": "Aug",
+          "created_date": 2.0,
+          "Gross tertiary education enrollment (%)": 40.2,
+          "Population": 126014024.0,
+          "Unemployment rate": 3.42,
+          "Urban_population": 102626859.0,
+          "Latitude": 23.634501,
+          "Longitude": -102.552784
+        }
+      },
+      {
+        "scenario_id": "155",
+        "features": {
+          "rank": 416,
+          "Youtuber": "Sony AATH",
+          "subscribers": 19600000,
+          "video views": 13930021471.0,
+          "category": "Shows",
+          "Title": "Sony AATH",
+          "uploads": 18661,
+          "Country": "United States",
+          "Abbreviation": "US",
+          "channel_type": "Entertainment",
+          "video_views_rank": 257.0,
+          "country_rank": 112.0,
+          "channel_type_rank": 106.0,
+          "video_views_for_the_last_30_days": 274212000.0,
+          "lowest_monthly_earnings": 68600.0,
+          "highest_monthly_earnings": 1100000.0,
+          "lowest_yearly_earnings": 822600.0,
+          "highest_yearly_earnings": 13200000.0,
+          "subscribers_for_last_30_days": 300000.0,
+          "created_year": 2013.0,
+          "created_month": "Nov",
+          "created_date": 13.0,
+          "Gross tertiary education enrollment (%)": 88.2,
+          "Population": 328239523.0,
+          "Unemployment rate": 14.7,
+          "Urban_population": 270663028.0,
+          "Latitude": 37.09024,
+          "Longitude": -95.712891
+        }
+      },
+      {
+        "scenario_id": "156",
+        "features": {
+          "rank": 683,
+          "Youtuber": "PlayStation",
+          "subscribers": 15000000,
+          "video views": 4741434420.0,
+          "category": "Gaming",
+          "Title": "PlayStation",
+          "uploads": 20292,
+          "Country": "United States",
+          "Abbreviation": "US",
+          "channel_type": "Games",
+          "video_views_rank": 1469.0,
+          "country_rank": 151.0,
+          "channel_type_rank": 48.0,
+          "video_views_for_the_last_30_days": 41789000.0,
+          "lowest_monthly_earnings": 10400.0,
+          "highest_monthly_earnings": 167200.0,
+          "lowest_yearly_earnings": 125400.0,
+          "highest_yearly_earnings": 2000000.0,
+          "subscribers_for_last_30_days": 100000.0,
+          "created_year": 2005.0,
+          "created_month": "Dec",
+          "created_date": 16.0,
+          "Gross tertiary education enrollment (%)": 88.2,
+          "Population": 328239523.0,
+          "Unemployment rate": 14.7,
+          "Urban_population": 270663028.0,
+          "Latitude": 37.09024,
+          "Longitude": -95.712891
+        }
+      },
+      {
+        "scenario_id": "157",
+        "features": {
+          "rank": 661,
+          "Youtuber": "It's Mamix",
+          "subscribers": 15100000,
+          "video views": 1777072487.0,
+          "category": "People & Blogs",
+          "Title": "It's Mamix",
+          "uploads": 210,
+          "Country": "United States",
+          "Abbreviation": "US",
+          "channel_type": "People",
+          "video_views_rank": 5778.0,
+          "country_rank": 150.0,
+          "channel_type_rank": 44.0,
+          "video_views_for_the_last_30_days": 15984000.0,
+          "lowest_monthly_earnings": 4000.0,
+          "highest_monthly_earnings": 63900.0,
+          "lowest_yearly_earnings": 48000.0,
+          "highest_yearly_earnings": 767200.0,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2017.0,
+          "created_month": "Feb",
+          "created_date": 1.0,
+          "Gross tertiary education enrollment (%)": 88.2,
+          "Population": 328239523.0,
+          "Unemployment rate": 14.7,
+          "Urban_population": 270663028.0,
+          "Latitude": 37.09024,
+          "Longitude": -95.712891
+        }
+      },
+      {
+        "scenario_id": "158",
+        "features": {
+          "rank": 813,
+          "Youtuber": "Alexa Rivera",
+          "subscribers": 13900000,
+          "video views": 3193226072.0,
+          "category": "Howto & Style",
+          "Title": "Alexa Rivera",
+          "uploads": 288,
+          "Country": null,
+          "Abbreviation": null,
+          "channel_type": "Entertainment",
+          "video_views_rank": 2613.0,
+          "country_rank": null,
+          "channel_type_rank": 157.0,
+          "video_views_for_the_last_30_days": 142760000.0,
+          "lowest_monthly_earnings": 35700.0,
+          "highest_monthly_earnings": 571000.0,
+          "lowest_yearly_earnings": 428300.0,
+          "highest_yearly_earnings": 6900000.0,
+          "subscribers_for_last_30_days": 300000.0,
+          "created_year": 2010.0,
+          "created_month": "Aug",
+          "created_date": 21.0,
+          "Gross tertiary education enrollment (%)": null,
+          "Population": null,
+          "Unemployment rate": null,
+          "Urban_population": null,
+          "Latitude": null,
+          "Longitude": null
+        }
+      },
+      {
+        "scenario_id": "159",
+        "features": {
+          "rank": 236,
+          "Youtuber": "ABPLIVE",
+          "subscribers": 25200000,
+          "video views": 7968363381.0,
+          "category": "People & Blogs",
+          "Title": "ABPLIVE",
+          "uploads": 12,
+          "Country": null,
+          "Abbreviation": null,
+          "channel_type": "People",
+          "video_views_rank": 4026389.0,
+          "country_rank": null,
+          "channel_type_rank": 7421.0,
+          "video_views_for_the_last_30_days": 2.0,
+          "lowest_monthly_earnings": 0.0,
+          "highest_monthly_earnings": 0.01,
+          "lowest_yearly_earnings": 0.01,
+          "highest_yearly_earnings": 0.1,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2014.0,
+          "created_month": "Jul",
+          "created_date": 26.0,
+          "Gross tertiary education enrollment (%)": null,
+          "Population": null,
+          "Unemployment rate": null,
+          "Urban_population": null,
+          "Latitude": null,
+          "Longitude": null
+        }
+      },
+      {
+        "scenario_id": "160",
+        "features": {
+          "rank": 858,
+          "Youtuber": "GMA Integrated News",
+          "subscribers": 13400000,
+          "video views": 9569814790.0,
+          "category": "News & Politics",
+          "Title": "GMA Integrated News",
+          "uploads": 296272,
+          "Country": "Philippines",
+          "Abbreviation": "PH",
+          "channel_type": "News",
+          "video_views_rank": 486.0,
+          "country_rank": 10.0,
+          "channel_type_rank": 22.0,
+          "video_views_for_the_last_30_days": 115459000.0,
+          "lowest_monthly_earnings": 28900.0,
+          "highest_monthly_earnings": 461800.0,
+          "lowest_yearly_earnings": 346400.0,
+          "highest_yearly_earnings": 5500000.0,
+          "subscribers_for_last_30_days": 100000.0,
+          "created_year": 2007.0,
+          "created_month": "Oct",
+          "created_date": 29.0,
+          "Gross tertiary education enrollment (%)": 35.5,
+          "Population": 108116615.0,
+          "Unemployment rate": 2.15,
+          "Urban_population": 50975903.0,
+          "Latitude": 12.879721,
+          "Longitude": 121.774017
+        }
+      },
+      {
+        "scenario_id": "161",
+        "features": {
+          "rank": 613,
+          "Youtuber": "Camilo",
+          "subscribers": 15900000,
+          "video views": 6802382479.0,
+          "category": "Music",
+          "Title": "Camilo",
+          "uploads": 132,
+          "Country": "Colombia",
+          "Abbreviation": "CO",
+          "channel_type": "Music",
+          "video_views_rank": 871.0,
+          "country_rank": 8.0,
+          "channel_type_rank": 120.0,
+          "video_views_for_the_last_30_days": 59890000.0,
+          "lowest_monthly_earnings": 15000.0,
+          "highest_monthly_earnings": 239600.0,
+          "lowest_yearly_earnings": 179700.0,
+          "highest_yearly_earnings": 2900000.0,
+          "subscribers_for_last_30_days": 100000.0,
+          "created_year": 2010.0,
+          "created_month": "Jul",
+          "created_date": 29.0,
+          "Gross tertiary education enrollment (%)": 55.3,
+          "Population": 50339443.0,
+          "Unemployment rate": 9.71,
+          "Urban_population": 40827302.0,
+          "Latitude": 4.570868,
+          "Longitude": -74.297333
+        }
+      },
+      {
+        "scenario_id": "162",
+        "features": {
+          "rank": 745,
+          "Youtuber": "Aadishakti Films",
+          "subscribers": 14500000,
+          "video views": 6290721701.0,
+          "category": "Music",
+          "Title": "Aadishakti Films",
+          "uploads": 4790,
+          "Country": "India",
+          "Abbreviation": "IN",
+          "channel_type": "Music",
+          "video_views_rank": 981.0,
+          "country_rank": 107.0,
+          "channel_type_rank": 132.0,
+          "video_views_for_the_last_30_days": 48447000.0,
+          "lowest_monthly_earnings": 12100.0,
+          "highest_monthly_earnings": 193800.0,
+          "lowest_yearly_earnings": 145300.0,
+          "highest_yearly_earnings": 2300000.0,
+          "subscribers_for_last_30_days": 200000.0,
+          "created_year": 2016.0,
+          "created_month": "Oct",
+          "created_date": 28.0,
+          "Gross tertiary education enrollment (%)": 28.1,
+          "Population": 1366417754.0,
+          "Unemployment rate": 5.36,
+          "Urban_population": 471031528.0,
+          "Latitude": 20.593684,
+          "Longitude": 78.96288
+        }
+      },
+      {
+        "scenario_id": "163",
+        "features": {
+          "rank": 261,
+          "Youtuber": "DJ Snake",
+          "subscribers": 24100000,
+          "video views": 8425505919.0,
+          "category": "Music",
+          "Title": "DJ Snake",
+          "uploads": 252,
+          "Country": "United States",
+          "Abbreviation": "US",
+          "channel_type": "Music",
+          "video_views_rank": 602.0,
+          "country_rank": 77.0,
+          "channel_type_rank": 76.0,
+          "video_views_for_the_last_30_days": 63293000.0,
+          "lowest_monthly_earnings": 15800.0,
+          "highest_monthly_earnings": 253200.0,
+          "lowest_yearly_earnings": 189900.0,
+          "highest_yearly_earnings": 3000000.0,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2008.0,
+          "created_month": "Sep",
+          "created_date": 24.0,
+          "Gross tertiary education enrollment (%)": 88.2,
+          "Population": 328239523.0,
+          "Unemployment rate": 14.7,
+          "Urban_population": 270663028.0,
+          "Latitude": 37.09024,
+          "Longitude": -95.712891
+        }
+      },
+      {
+        "scenario_id": "164",
+        "features": {
+          "rank": 935,
+          "Youtuber": "Diana and Roma IND",
+          "subscribers": 12700000,
+          "video views": 5567832210.0,
+          "category": null,
+          "Title": "Diana and Roma IND",
+          "uploads": 534,
+          "Country": "United States",
+          "Abbreviation": "US",
+          "channel_type": "Entertainment",
+          "video_views_rank": 1173.0,
+          "country_rank": 173.0,
+          "channel_type_rank": 169.0,
+          "video_views_for_the_last_30_days": 46602000.0,
+          "lowest_monthly_earnings": 11700.0,
+          "highest_monthly_earnings": 186400.0,
+          "lowest_yearly_earnings": 139800.0,
+          "highest_yearly_earnings": 2200000.0,
+          "subscribers_for_last_30_days": 100000.0,
+          "created_year": 2019.0,
+          "created_month": "Nov",
+          "created_date": 7.0,
+          "Gross tertiary education enrollment (%)": 88.2,
+          "Population": 328239523.0,
+          "Unemployment rate": 14.7,
+          "Urban_population": 270663028.0,
+          "Latitude": 37.09024,
+          "Longitude": -95.712891
+        }
+      },
+      {
+        "scenario_id": "165",
+        "features": {
+          "rank": 473,
+          "Youtuber": "GEN HALILINTAR",
+          "subscribers": 18100000,
+          "video views": 3306242674.0,
+          "category": "Entertainment",
+          "Title": "GEN HALILINTAR",
+          "uploads": 1037,
+          "Country": "Indonesia",
+          "Abbreviation": "ID",
+          "channel_type": "Entertainment",
+          "video_views_rank": 2498.0,
+          "country_rank": 15.0,
+          "channel_type_rank": 119.0,
+          "video_views_for_the_last_30_days": 27312000.0,
+          "lowest_monthly_earnings": 6800.0,
+          "highest_monthly_earnings": 109200.0,
+          "lowest_yearly_earnings": 81900.0,
+          "highest_yearly_earnings": 1300000.0,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2015.0,
+          "created_month": "Mar",
+          "created_date": 4.0,
+          "Gross tertiary education enrollment (%)": 36.3,
+          "Population": 270203917.0,
+          "Unemployment rate": 4.69,
+          "Urban_population": 151509724.0,
+          "Latitude": -0.789275,
+          "Longitude": 113.921327
+        }
+      },
+      {
+        "scenario_id": "167",
+        "features": {
+          "rank": 312,
+          "Youtuber": "Goldmines Cineplex",
+          "subscribers": 22500000,
+          "video views": 2431154438.0,
+          "category": "Film & Animation",
+          "Title": "Goldmines Cineplex",
+          "uploads": 3377,
+          "Country": "India",
+          "Abbreviation": "IN",
+          "channel_type": "Film",
+          "video_views_rank": 3793.0,
+          "country_rank": 64.0,
+          "channel_type_rank": 23.0,
+          "video_views_for_the_last_30_days": 48740000.0,
+          "lowest_monthly_earnings": 12200.0,
+          "highest_monthly_earnings": 195000.0,
+          "lowest_yearly_earnings": 146200.0,
+          "highest_yearly_earnings": 2300000.0,
+          "subscribers_for_last_30_days": 200000.0,
+          "created_year": 2015.0,
+          "created_month": "Sep",
+          "created_date": 12.0,
+          "Gross tertiary education enrollment (%)": 28.1,
+          "Population": 1366417754.0,
+          "Unemployment rate": 5.36,
+          "Urban_population": 471031528.0,
+          "Latitude": 20.593684,
+          "Longitude": 78.96288
+        }
+      },
+      {
+        "scenario_id": "169",
+        "features": {
+          "rank": 493,
+          "Youtuber": "Zuni and Family",
+          "subscribers": 17900000,
+          "video views": 6746269458.0,
+          "category": "People & Blogs",
+          "Title": "zuni and family",
+          "uploads": 2,
+          "Country": null,
+          "Abbreviation": null,
+          "channel_type": "People",
+          "video_views_rank": 4057766.0,
+          "country_rank": null,
+          "channel_type_rank": 7733.0,
+          "video_views_for_the_last_30_days": 4.0,
+          "lowest_monthly_earnings": 0.0,
+          "highest_monthly_earnings": 0.02,
+          "lowest_yearly_earnings": 0.01,
+          "highest_yearly_earnings": 0.19,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2020.0,
+          "created_month": "Jul",
+          "created_date": 15.0,
+          "Gross tertiary education enrollment (%)": null,
+          "Population": null,
+          "Unemployment rate": null,
+          "Urban_population": null,
+          "Latitude": null,
+          "Longitude": null
+        }
+      },
+      {
+        "scenario_id": "171",
+        "features": {
+          "rank": 794,
+          "Youtuber": "Narins Beauty",
+          "subscribers": 14000000,
+          "video views": 2214167846.0,
+          "category": "Howto & Style",
+          "Title": "Narins Beauty",
+          "uploads": 431,
+          "Country": "Sweden",
+          "Abbreviation": "SE",
+          "channel_type": "Entertainment",
+          "video_views_rank": 4325.0,
+          "country_rank": 3.0,
+          "channel_type_rank": 156.0,
+          "video_views_for_the_last_30_days": 13709000.0,
+          "lowest_monthly_earnings": 3400.0,
+          "highest_monthly_earnings": 54800.0,
+          "lowest_yearly_earnings": 41100.0,
+          "highest_yearly_earnings": 658000.0,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2014.0,
+          "created_month": "Sep",
+          "created_date": 24.0,
+          "Gross tertiary education enrollment (%)": 67.0,
+          "Population": 10285453.0,
+          "Unemployment rate": 6.48,
+          "Urban_population": 9021165.0,
+          "Latitude": 60.128161,
+          "Longitude": 18.643501
+        }
+      },
+      {
+        "scenario_id": "172",
+        "features": {
+          "rank": 741,
+          "Youtuber": "Reaction Time",
+          "subscribers": 14500000,
+          "video views": 4260187928.0,
+          "category": "Entertainment",
+          "Title": "Reaction Time",
+          "uploads": 1717,
+          "Country": "United States",
+          "Abbreviation": "US",
+          "channel_type": "Entertainment",
+          "video_views_rank": 1747.0,
+          "country_rank": 156.0,
+          "channel_type_rank": 151.0,
+          "video_views_for_the_last_30_days": 9910000.0,
+          "lowest_monthly_earnings": 2500.0,
+          "highest_monthly_earnings": 39600.0,
+          "lowest_yearly_earnings": 29700.0,
+          "highest_yearly_earnings": 475700.0,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2015.0,
+          "created_month": "Apr",
+          "created_date": 25.0,
+          "Gross tertiary education enrollment (%)": 88.2,
+          "Population": 328239523.0,
+          "Unemployment rate": 14.7,
+          "Urban_population": 270663028.0,
+          "Latitude": 37.09024,
+          "Longitude": -95.712891
+        }
+      },
+      {
+        "scenario_id": "173",
+        "features": {
+          "rank": 665,
+          "Youtuber": "Ranz Kyle",
+          "subscribers": 15100000,
+          "video views": 1760131384.0,
+          "category": "People & Blogs",
+          "Title": "Ranz Kyle",
+          "uploads": 533,
+          "Country": "Philippines",
+          "Abbreviation": "PH",
+          "channel_type": "Entertainment",
+          "video_views_rank": 5849.0,
+          "country_rank": 7.0,
+          "channel_type_rank": 145.0,
+          "video_views_for_the_last_30_days": 12376000.0,
+          "lowest_monthly_earnings": 3100.0,
+          "highest_monthly_earnings": 49500.0,
+          "lowest_yearly_earnings": 37100.0,
+          "highest_yearly_earnings": 594000.0,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2008.0,
+          "created_month": "Apr",
+          "created_date": 27.0,
+          "Gross tertiary education enrollment (%)": 35.5,
+          "Population": 108116615.0,
+          "Unemployment rate": 2.15,
+          "Urban_population": 50975903.0,
+          "Latitude": 12.879721,
+          "Longitude": 121.774017
+        }
+      },
+      {
+        "scenario_id": "174",
+        "features": {
+          "rank": 679,
+          "Youtuber": "Little Angel - M����������",
+          "subscribers": 15000000,
+          "video views": 8897705695.0,
+          "category": "Entertainment",
+          "Title": "Little Angel - M�����������",
+          "uploads": 795,
+          "Country": "Brazil",
+          "Abbreviation": "BR",
+          "channel_type": "Education",
+          "video_views_rank": 548.0,
+          "country_rank": 36.0,
+          "channel_type_rank": 34.0,
+          "video_views_for_the_last_30_days": 145478000.0,
+          "lowest_monthly_earnings": 36400.0,
+          "highest_monthly_earnings": 581900.0,
+          "lowest_yearly_earnings": 436400.0,
+          "highest_yearly_earnings": 7000000.0,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2018.0,
+          "created_month": "Jan",
+          "created_date": 26.0,
+          "Gross tertiary education enrollment (%)": 51.3,
+          "Population": 212559417.0,
+          "Unemployment rate": 12.08,
+          "Urban_population": 183241641.0,
+          "Latitude": -14.235004,
+          "Longitude": -51.92528
+        }
+      },
+      {
+        "scenario_id": "175",
+        "features": {
+          "rank": 512,
+          "Youtuber": "FactTechz",
+          "subscribers": 17500000,
+          "video views": 2238134438.0,
+          "category": "Entertainment",
+          "Title": "FactTechz",
+          "uploads": 709,
+          "Country": "India",
+          "Abbreviation": "IN",
+          "channel_type": "Entertainment",
+          "video_views_rank": 4243.0,
+          "country_rank": 86.0,
+          "channel_type_rank": 124.0,
+          "video_views_for_the_last_30_days": 21056000.0,
+          "lowest_monthly_earnings": 5300.0,
+          "highest_monthly_earnings": 84200.0,
+          "lowest_yearly_earnings": 63200.0,
+          "highest_yearly_earnings": 1000000.0,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2016.0,
+          "created_month": "Jul",
+          "created_date": 24.0,
+          "Gross tertiary education enrollment (%)": 28.1,
+          "Population": 1366417754.0,
+          "Unemployment rate": 5.36,
+          "Urban_population": 471031528.0,
+          "Latitude": 20.593684,
+          "Longitude": 78.96288
+        }
+      },
+      {
+        "scenario_id": "176",
+        "features": {
+          "rank": 632,
+          "Youtuber": "Infobells Bangla",
+          "subscribers": 15500000,
+          "video views": 7776706184.0,
+          "category": "Education",
+          "Title": "Infobells Bangla",
+          "uploads": 359,
+          "Country": "India",
+          "Abbreviation": "IN",
+          "channel_type": "Education",
+          "video_views_rank": 687.0,
+          "country_rank": 98.0,
+          "channel_type_rank": 32.0,
+          "video_views_for_the_last_30_days": 167888000.0,
+          "lowest_monthly_earnings": 42000.0,
+          "highest_monthly_earnings": 671600.0,
+          "lowest_yearly_earnings": 503700.0,
+          "highest_yearly_earnings": 8100000.0,
+          "subscribers_for_last_30_days": 300000.0,
+          "created_year": 2016.0,
+          "created_month": "Jun",
+          "created_date": 13.0,
+          "Gross tertiary education enrollment (%)": 28.1,
+          "Population": 1366417754.0,
+          "Unemployment rate": 5.36,
+          "Urban_population": 471031528.0,
+          "Latitude": 20.593684,
+          "Longitude": 78.96288
+        }
+      },
+      {
+        "scenario_id": "177",
+        "features": {
+          "rank": 390,
+          "Youtuber": "Marta and Rustam",
+          "subscribers": 20200000,
+          "video views": 19694265358.0,
+          "category": "Comedy",
+          "Title": "Marta and Rustam",
+          "uploads": 761,
+          "Country": "United States",
+          "Abbreviation": "US",
+          "channel_type": "Comedy",
+          "video_views_rank": 126.0,
+          "country_rank": 106.0,
+          "channel_type_rank": 20.0,
+          "video_views_for_the_last_30_days": 452250000.0,
+          "lowest_monthly_earnings": 113100.0,
+          "highest_monthly_earnings": 1800000.0,
+          "lowest_yearly_earnings": 1400000.0,
+          "highest_yearly_earnings": 21700000.0,
+          "subscribers_for_last_30_days": 600000.0,
+          "created_year": 2021.0,
+          "created_month": "Jun",
+          "created_date": 21.0,
+          "Gross tertiary education enrollment (%)": 88.2,
+          "Population": 328239523.0,
+          "Unemployment rate": 14.7,
+          "Urban_population": 270663028.0,
+          "Latitude": 37.09024,
+          "Longitude": -95.712891
+        }
+      },
+      {
+        "scenario_id": "178",
+        "features": {
+          "rank": 580,
+          "Youtuber": "Technoblade",
+          "subscribers": 16300000,
+          "video views": 1656452554.0,
+          "category": "Gaming",
+          "Title": "Technoblade",
+          "uploads": 989,
+          "Country": "United States",
+          "Abbreviation": "US",
+          "channel_type": "Games",
+          "video_views_rank": 6274.0,
+          "country_rank": 138.0,
+          "channel_type_rank": 40.0,
+          "video_views_for_the_last_30_days": 17944000.0,
+          "lowest_monthly_earnings": 4500.0,
+          "highest_monthly_earnings": 71800.0,
+          "lowest_yearly_earnings": 53800.0,
+          "highest_yearly_earnings": 861300.0,
+          "subscribers_for_last_30_days": 200000.0,
+          "created_year": 2013.0,
+          "created_month": "Oct",
+          "created_date": 28.0,
+          "Gross tertiary education enrollment (%)": 88.2,
+          "Population": 328239523.0,
+          "Unemployment rate": 14.7,
+          "Urban_population": 270663028.0,
+          "Latitude": 37.09024,
+          "Longitude": -95.712891
+        }
+      },
+      {
+        "scenario_id": "179",
+        "features": {
+          "rank": 675,
+          "Youtuber": "Chapitosiki",
+          "subscribers": 15100000,
+          "video views": 13897932103.0,
+          "category": "Entertainment",
+          "Title": "Chapitosiki",
+          "uploads": 2717,
+          "Country": "Russia",
+          "Abbreviation": "RU",
+          "channel_type": "Entertainment",
+          "video_views_rank": 256.0,
+          "country_rank": 9.0,
+          "channel_type_rank": 143.0,
+          "video_views_for_the_last_30_days": 713509000.0,
+          "lowest_monthly_earnings": 178400.0,
+          "highest_monthly_earnings": 2900000.0,
+          "lowest_yearly_earnings": 2100000.0,
+          "highest_yearly_earnings": 34200000.0,
+          "subscribers_for_last_30_days": 700000.0,
+          "created_year": 2020.0,
+          "created_month": "Jan",
+          "created_date": 24.0,
+          "Gross tertiary education enrollment (%)": 81.9,
+          "Population": 144373535.0,
+          "Unemployment rate": 4.59,
+          "Urban_population": 107683889.0,
+          "Latitude": 61.52401,
+          "Longitude": 105.318756
+        }
+      },
+      {
+        "scenario_id": "180",
+        "features": {
+          "rank": 94,
+          "Youtuber": "ýýýýýýýýýýýý one31",
+          "subscribers": 37500000,
+          "video views": 27262462114.0,
+          "category": "Entertainment",
+          "Title": "ýýýýýýýýýýýý one31",
+          "uploads": 117152,
+          "Country": "Thailand",
+          "Abbreviation": "TH",
+          "channel_type": "Entertainment",
+          "video_views_rank": 56.0,
+          "country_rank": 2.0,
+          "channel_type_rank": 29.0,
+          "video_views_for_the_last_30_days": 140754000.0,
+          "lowest_monthly_earnings": 35200.0,
+          "highest_monthly_earnings": 563000.0,
+          "lowest_yearly_earnings": 422300.0,
+          "highest_yearly_earnings": 6800000.0,
+          "subscribers_for_last_30_days": 300000.0,
+          "created_year": 2013.0,
+          "created_month": "Jan",
+          "created_date": 10.0,
+          "Gross tertiary education enrollment (%)": 49.3,
+          "Population": 69625582.0,
+          "Unemployment rate": 0.75,
+          "Urban_population": 35294600.0,
+          "Latitude": 15.870032,
+          "Longitude": 100.992541
+        }
+      },
+      {
+        "scenario_id": "181",
+        "features": {
+          "rank": 700,
+          "Youtuber": "ZutiGang",
+          "subscribers": 14900000,
+          "video views": 15913320995.0,
+          "category": "People & Blogs",
+          "Title": "ZutiGang",
+          "uploads": 1363,
+          "Country": null,
+          "Abbreviation": null,
+          "channel_type": "People",
+          "video_views_rank": 192.0,
+          "country_rank": null,
+          "channel_type_rank": 45.0,
+          "video_views_for_the_last_30_days": 346653000.0,
+          "lowest_monthly_earnings": 86700.0,
+          "highest_monthly_earnings": 1400000.0,
+          "lowest_yearly_earnings": 1000000.0,
+          "highest_yearly_earnings": 16600000.0,
+          "subscribers_for_last_30_days": 400000.0,
+          "created_year": 2021.0,
+          "created_month": "Mar",
+          "created_date": 5.0,
+          "Gross tertiary education enrollment (%)": null,
+          "Population": null,
+          "Unemployment rate": null,
+          "Urban_population": null,
+          "Latitude": null,
+          "Longitude": null
+        }
+      },
+      {
+        "scenario_id": "182",
+        "features": {
+          "rank": 652,
+          "Youtuber": "Pok���������",
+          "subscribers": 15200000,
+          "video views": 857725714.0,
+          "category": "People & Blogs",
+          "Title": "Pok���������",
+          "uploads": 194,
+          "Country": "India",
+          "Abbreviation": "IN",
+          "channel_type": "Film",
+          "video_views_rank": 13929.0,
+          "country_rank": 100.0,
+          "channel_type_rank": 35.0,
+          "video_views_for_the_last_30_days": 65380000.0,
+          "lowest_monthly_earnings": 16300.0,
+          "highest_monthly_earnings": 261500.0,
+          "lowest_yearly_earnings": 196100.0,
+          "highest_yearly_earnings": 3100000.0,
+          "subscribers_for_last_30_days": 1300000.0,
+          "created_year": 2017.0,
+          "created_month": "Oct",
+          "created_date": 15.0,
+          "Gross tertiary education enrollment (%)": 28.1,
+          "Population": 1366417754.0,
+          "Unemployment rate": 5.36,
+          "Urban_population": 471031528.0,
+          "Latitude": 20.593684,
+          "Longitude": 78.96288
+        }
+      },
+      {
+        "scenario_id": "183",
+        "features": {
+          "rank": 752,
+          "Youtuber": "Lilly Singh",
+          "subscribers": 14500000,
+          "video views": 3517662420.0,
+          "category": "Comedy",
+          "Title": "Lilly Singh",
+          "uploads": 1064,
+          "Country": "Canada",
+          "Abbreviation": "CA",
+          "channel_type": "Comedy",
+          "video_views_rank": 2297.0,
+          "country_rank": 8.0,
+          "channel_type_rank": 31.0,
+          "video_views_for_the_last_30_days": 5329000.0,
+          "lowest_monthly_earnings": 1300.0,
+          "highest_monthly_earnings": 21300.0,
+          "lowest_yearly_earnings": 16000.0,
+          "highest_yearly_earnings": 255800.0,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2010.0,
+          "created_month": "Oct",
+          "created_date": 29.0,
+          "Gross tertiary education enrollment (%)": 68.9,
+          "Population": 36991981.0,
+          "Unemployment rate": 5.56,
+          "Urban_population": 30628482.0,
+          "Latitude": 56.130366,
+          "Longitude": -106.346771
+        }
+      },
+      {
+        "scenario_id": "184",
+        "features": {
+          "rank": 376,
+          "Youtuber": "Totoy kids - Portugu�",
+          "subscribers": 20400000,
+          "video views": 1796227417.0,
+          "category": "Film & Animation",
+          "Title": "Totoy kids - Portugu�",
+          "uploads": 206,
+          "Country": "Brazil",
+          "Abbreviation": "BR",
+          "channel_type": "Film",
+          "video_views_rank": 5673.0,
+          "country_rank": 19.0,
+          "channel_type_rank": 24.0,
+          "video_views_for_the_last_30_days": 39495000.0,
+          "lowest_monthly_earnings": 9900.0,
+          "highest_monthly_earnings": 158000.0,
+          "lowest_yearly_earnings": 118500.0,
+          "highest_yearly_earnings": 1900000.0,
+          "subscribers_for_last_30_days": 100000.0,
+          "created_year": 2014.0,
+          "created_month": "Dec",
+          "created_date": 2.0,
+          "Gross tertiary education enrollment (%)": 51.3,
+          "Population": 212559417.0,
+          "Unemployment rate": 12.08,
+          "Urban_population": 183241641.0,
+          "Latitude": -14.235004,
+          "Longitude": -51.92528
+        }
+      },
+      {
+        "scenario_id": "185",
+        "features": {
+          "rank": 591,
+          "Youtuber": "ExtraPolinesios",
+          "subscribers": 16200000,
+          "video views": 4813127504.0,
+          "category": "People & Blogs",
+          "Title": "Extra polinesios",
+          "uploads": 2,
+          "Country": null,
+          "Abbreviation": null,
+          "channel_type": "People",
+          "video_views_rank": 3945744.0,
+          "country_rank": null,
+          "channel_type_rank": 7359.0,
+          "video_views_for_the_last_30_days": 510.0,
+          "lowest_monthly_earnings": 0.13,
+          "highest_monthly_earnings": 2.0,
+          "lowest_yearly_earnings": 2.0,
+          "highest_yearly_earnings": 24.0,
+          "subscribers_for_last_30_days": 1.0,
+          "created_year": 2015.0,
+          "created_month": "Nov",
+          "created_date": 21.0,
+          "Gross tertiary education enrollment (%)": null,
+          "Population": null,
+          "Unemployment rate": null,
+          "Urban_population": null,
+          "Latitude": null,
+          "Longitude": null
+        }
+      },
+      {
+        "scenario_id": "186",
+        "features": {
+          "rank": 930,
+          "Youtuber": "Beyonc��",
+          "subscribers": 12800000,
+          "video views": 14185611472.0,
+          "category": "Music",
+          "Title": "Beyonc��",
+          "uploads": 168,
+          "Country": "United States",
+          "Abbreviation": "US",
+          "channel_type": "Music",
+          "video_views_rank": 250.0,
+          "country_rank": 172.0,
+          "channel_type_rank": 146.0,
+          "video_views_for_the_last_30_days": 89566000.0,
+          "lowest_monthly_earnings": 22400.0,
+          "highest_monthly_earnings": 358300.0,
+          "lowest_yearly_earnings": 268700.0,
+          "highest_yearly_earnings": 4300000.0,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2009.0,
+          "created_month": "Sep",
+          "created_date": 2.0,
+          "Gross tertiary education enrollment (%)": 88.2,
+          "Population": 328239523.0,
+          "Unemployment rate": 14.7,
+          "Urban_population": 270663028.0,
+          "Latitude": 37.09024,
+          "Longitude": -95.712891
+        }
+      },
+      {
+        "scenario_id": "187",
+        "features": {
+          "rank": 317,
+          "Youtuber": "FGTeeV",
+          "subscribers": 22300000,
+          "video views": 24059336857.0,
+          "category": "Gaming",
+          "Title": "FGTeeV",
+          "uploads": 1724,
+          "Country": "United States",
+          "Abbreviation": "US",
+          "channel_type": "Games",
+          "video_views_rank": 77.0,
+          "country_rank": 91.0,
+          "channel_type_rank": 22.0,
+          "video_views_for_the_last_30_days": 132110000.0,
+          "lowest_monthly_earnings": 33000.0,
+          "highest_monthly_earnings": 528400.0,
+          "lowest_yearly_earnings": 396300.0,
+          "highest_yearly_earnings": 6300000.0,
+          "subscribers_for_last_30_days": 100000.0,
+          "created_year": 2013.0,
+          "created_month": "May",
+          "created_date": 24.0,
+          "Gross tertiary education enrollment (%)": 88.2,
+          "Population": 328239523.0,
+          "Unemployment rate": 14.7,
+          "Urban_population": 270663028.0,
+          "Latitude": 37.09024,
+          "Longitude": -95.712891
+        }
+      },
+      {
+        "scenario_id": "188",
+        "features": {
+          "rank": 115,
+          "Youtuber": "Techno Gamerz",
+          "subscribers": 34400000,
+          "video views": 9690499664.0,
+          "category": "Gaming",
+          "Title": "TechnoGamerz",
+          "uploads": 1,
+          "Country": null,
+          "Abbreviation": null,
+          "channel_type": "Games",
+          "video_views_rank": 4057311.0,
+          "country_rank": null,
+          "channel_type_rank": 7489.0,
+          "video_views_for_the_last_30_days": 86.0,
+          "lowest_monthly_earnings": 0.02,
+          "highest_monthly_earnings": 0.34,
+          "lowest_yearly_earnings": 0.26,
+          "highest_yearly_earnings": 4.0,
+          "subscribers_for_last_30_days": 3.0,
+          "created_year": 2010.0,
+          "created_month": "May",
+          "created_date": 19.0,
+          "Gross tertiary education enrollment (%)": null,
+          "Population": null,
+          "Unemployment rate": null,
+          "Urban_population": null,
+          "Latitude": null,
+          "Longitude": null
+        }
+      },
+      {
+        "scenario_id": "189",
+        "features": {
+          "rank": 730,
+          "Youtuber": "PrestonPlayz",
+          "subscribers": 14600000,
+          "video views": 5766647017.0,
+          "category": "Gaming",
+          "Title": "Preston",
+          "uploads": 4009,
+          "Country": "United States",
+          "Abbreviation": "US",
+          "channel_type": "Entertainment",
+          "video_views_rank": 621.0,
+          "country_rank": 78.0,
+          "channel_type_rank": 72.0,
+          "video_views_for_the_last_30_days": 151697000.0,
+          "lowest_monthly_earnings": 37900.0,
+          "highest_monthly_earnings": 606800.0,
+          "lowest_yearly_earnings": 455100.0,
+          "highest_yearly_earnings": 7300000.0,
+          "subscribers_for_last_30_days": 200000.0,
+          "created_year": 2012.0,
+          "created_month": "Jul",
+          "created_date": 4.0,
+          "Gross tertiary education enrollment (%)": 88.2,
+          "Population": 328239523.0,
+          "Unemployment rate": 14.7,
+          "Urban_population": 270663028.0,
+          "Latitude": 37.09024,
+          "Longitude": -95.712891
+        }
+      },
+      {
+        "scenario_id": "190",
+        "features": {
+          "rank": 338,
+          "Youtuber": "Tlnovelas",
+          "subscribers": 21500000,
+          "video views": 15013096899.0,
+          "category": "News & Politics",
+          "Title": "tlnovelas",
+          "uploads": 158,
+          "Country": "Mexico",
+          "Abbreviation": "MX",
+          "channel_type": "Entertainment",
+          "video_views_rank": 1936958.0,
+          "country_rank": 2063.0,
+          "channel_type_rank": 2940.0,
+          "video_views_for_the_last_30_days": 15459.0,
+          "lowest_monthly_earnings": 4.0,
+          "highest_monthly_earnings": 62.0,
+          "lowest_yearly_earnings": 46.0,
+          "highest_yearly_earnings": 742.0,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2014.0,
+          "created_month": "Jan",
+          "created_date": 2.0,
+          "Gross tertiary education enrollment (%)": 40.2,
+          "Population": 126014024.0,
+          "Unemployment rate": 3.42,
+          "Urban_population": 102626859.0,
+          "Latitude": 23.634501,
+          "Longitude": -102.552784
+        }
+      },
+      {
+        "scenario_id": "191",
+        "features": {
+          "rank": 541,
+          "Youtuber": "Aayu and Pihu Show",
+          "subscribers": 16900000,
+          "video views": 9270331567.0,
+          "category": "Comedy",
+          "Title": "Aayu and Pihu Show",
+          "uploads": 441,
+          "Country": "India",
+          "Abbreviation": "IN",
+          "channel_type": "People",
+          "video_views_rank": 510.0,
+          "country_rank": 90.0,
+          "channel_type_rank": 34.0,
+          "video_views_for_the_last_30_days": 89782000.0,
+          "lowest_monthly_earnings": 22400.0,
+          "highest_monthly_earnings": 359100.0,
+          "lowest_yearly_earnings": 269300.0,
+          "highest_yearly_earnings": 4300000.0,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2017.0,
+          "created_month": "May",
+          "created_date": 8.0,
+          "Gross tertiary education enrollment (%)": 28.1,
+          "Population": 1366417754.0,
+          "Unemployment rate": 5.36,
+          "Urban_population": 471031528.0,
+          "Latitude": 20.593684,
+          "Longitude": 78.96288
+        }
+      },
+      {
+        "scenario_id": "192",
+        "features": {
+          "rank": 633,
+          "Youtuber": "ýýýýýýýý ýý ýýýýýýýý",
+          "subscribers": 15500000,
+          "video views": 8265129639.0,
+          "category": "Shows",
+          "Title": "ýýýýýýýý ýý ýýýýýýýý",
+          "uploads": 1021,
+          "Country": "Saudi Arabia",
+          "Abbreviation": "SA",
+          "channel_type": "Film",
+          "video_views_rank": 619.0,
+          "country_rank": 4.0,
+          "channel_type_rank": 33.0,
+          "video_views_for_the_last_30_days": 135036000.0,
+          "lowest_monthly_earnings": 33800.0,
+          "highest_monthly_earnings": 540100.0,
+          "lowest_yearly_earnings": 405100.0,
+          "highest_yearly_earnings": 6500000.0,
+          "subscribers_for_last_30_days": 300000.0,
+          "created_year": 2017.0,
+          "created_month": "May",
+          "created_date": 16.0,
+          "Gross tertiary education enrollment (%)": 68.0,
+          "Population": 34268528.0,
+          "Unemployment rate": 5.93,
+          "Urban_population": 28807838.0,
+          "Latitude": 23.885942,
+          "Longitude": 45.079162
+        }
+      },
+      {
+        "scenario_id": "193",
+        "features": {
+          "rank": 333,
+          "Youtuber": "ZAMZAM ELECTRONICS TRADING",
+          "subscribers": 21700000,
+          "video views": 8507818877.0,
+          "category": null,
+          "Title": "ZAMZAM ELECTRONICS TRADING",
+          "uploads": 15126,
+          "Country": "United Arab Emirates",
+          "Abbreviation": "AE",
+          "channel_type": "People",
+          "video_views_rank": 608.0,
+          "country_rank": 4.0,
+          "channel_type_rank": 14.0,
+          "video_views_for_the_last_30_days": 1598000000.0,
+          "lowest_monthly_earnings": 399600.0,
+          "highest_monthly_earnings": 6400000.0,
+          "lowest_yearly_earnings": 4800000.0,
+          "highest_yearly_earnings": 76700000.0,
+          "subscribers_for_last_30_days": 3400000.0,
+          "created_year": 2020.0,
+          "created_month": "Dec",
+          "created_date": 19.0,
+          "Gross tertiary education enrollment (%)": 36.8,
+          "Population": 9770529.0,
+          "Unemployment rate": 2.35,
+          "Urban_population": 8479744.0,
+          "Latitude": 23.424076,
+          "Longitude": 53.847818
+        }
+      },
+      {
+        "scenario_id": "194",
+        "features": {
+          "rank": 224,
+          "Youtuber": "David Guetta",
+          "subscribers": 25700000,
+          "video views": 17793809548.0,
+          "category": "Music",
+          "Title": "David Guetta",
+          "uploads": 749,
+          "Country": "United States",
+          "Abbreviation": "US",
+          "channel_type": "Music",
+          "video_views_rank": 153.0,
+          "country_rank": 67.0,
+          "channel_type_rank": 67.0,
+          "video_views_for_the_last_30_days": 164215000.0,
+          "lowest_monthly_earnings": 41100.0,
+          "highest_monthly_earnings": 656900.0,
+          "lowest_yearly_earnings": 492600.0,
+          "highest_yearly_earnings": 7900000.0,
+          "subscribers_for_last_30_days": 100000.0,
+          "created_year": 2009.0,
+          "created_month": "Dec",
+          "created_date": 11.0,
+          "Gross tertiary education enrollment (%)": 88.2,
+          "Population": 328239523.0,
+          "Unemployment rate": 14.7,
+          "Urban_population": 270663028.0,
+          "Latitude": 37.09024,
+          "Longitude": -95.712891
+        }
+      },
+      {
+        "scenario_id": "195",
+        "features": {
+          "rank": 663,
+          "Youtuber": "Daftar Populer",
+          "subscribers": 15100000,
+          "video views": 2143140898.0,
+          "category": "Education",
+          "Title": "Daftar Populer",
+          "uploads": 3810,
+          "Country": "Indonesia",
+          "Abbreviation": "ID",
+          "channel_type": "Entertainment",
+          "video_views_rank": 4520.0,
+          "country_rank": 24.0,
+          "channel_type_rank": 144.0,
+          "video_views_for_the_last_30_days": 17231000.0,
+          "lowest_monthly_earnings": 4300.0,
+          "highest_monthly_earnings": 68900.0,
+          "lowest_yearly_earnings": 51700.0,
+          "highest_yearly_earnings": 827100.0,
+          "subscribers_for_last_30_days": 100000.0,
+          "created_year": 2017.0,
+          "created_month": "Jan",
+          "created_date": 16.0,
+          "Gross tertiary education enrollment (%)": 36.3,
+          "Population": 270203917.0,
+          "Unemployment rate": 4.69,
+          "Urban_population": 151509724.0,
+          "Latitude": -0.789275,
+          "Longitude": 113.921327
+        }
+      },
+      {
+        "scenario_id": "196",
+        "features": {
+          "rank": 149,
+          "Youtuber": "JustinBieberVEVO",
+          "subscribers": 31600000,
+          "video views": 26583873105.0,
+          "category": "Music",
+          "Title": "JustinBieberVEVO",
+          "uploads": 204,
+          "Country": "United States",
+          "Abbreviation": "US",
+          "channel_type": "Music",
+          "video_views_rank": 63.0,
+          "country_rank": 42.0,
+          "channel_type_rank": 49.0,
+          "video_views_for_the_last_30_days": 105126000.0,
+          "lowest_monthly_earnings": 26300.0,
+          "highest_monthly_earnings": 420500.0,
+          "lowest_yearly_earnings": 315400.0,
+          "highest_yearly_earnings": 5000000.0,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2009.0,
+          "created_month": "Sep",
+          "created_date": 26.0,
+          "Gross tertiary education enrollment (%)": 88.2,
+          "Population": 328239523.0,
+          "Unemployment rate": 14.7,
+          "Urban_population": 270663028.0,
+          "Latitude": 37.09024,
+          "Longitude": -95.712891
+        }
+      },
+      {
+        "scenario_id": "197",
+        "features": {
+          "rank": 146,
+          "Youtuber": "DONA ��",
+          "subscribers": 31700000,
+          "video views": 21031745531.0,
+          "category": "Entertainment",
+          "Title": "DONA ��",
+          "uploads": 166,
+          "Country": "United States",
+          "Abbreviation": "US",
+          "channel_type": "Entertainment",
+          "video_views_rank": 110.0,
+          "country_rank": 41.0,
+          "channel_type_rank": 42.0,
+          "video_views_for_the_last_30_days": 153280000.0,
+          "lowest_monthly_earnings": 38300.0,
+          "highest_monthly_earnings": 613100.0,
+          "lowest_yearly_earnings": 459800.0,
+          "highest_yearly_earnings": 7400000.0,
+          "subscribers_for_last_30_days": 200000.0,
+          "created_year": 2018.0,
+          "created_month": "Apr",
+          "created_date": 5.0,
+          "Gross tertiary education enrollment (%)": 88.2,
+          "Population": 328239523.0,
+          "Unemployment rate": 14.7,
+          "Urban_population": 270663028.0,
+          "Latitude": 37.09024,
+          "Longitude": -95.712891
+        }
+      },
+      {
+        "scenario_id": "198",
+        "features": {
+          "rank": 471,
+          "Youtuber": "INCR�ï¿",
+          "subscribers": 18200000,
+          "video views": 3213324455.0,
+          "category": "People & Blogs",
+          "Title": "INCR�ï¿",
+          "uploads": 6903,
+          "Country": "Brazil",
+          "Abbreviation": "BR",
+          "channel_type": "Howto",
+          "video_views_rank": 2610.0,
+          "country_rank": 25.0,
+          "channel_type_rank": 15.0,
+          "video_views_for_the_last_30_days": 18045000.0,
+          "lowest_monthly_earnings": 4500.0,
+          "highest_monthly_earnings": 72200.0,
+          "lowest_yearly_earnings": 54100.0,
+          "highest_yearly_earnings": 866200.0,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2017.0,
+          "created_month": "Jun",
+          "created_date": 20.0,
+          "Gross tertiary education enrollment (%)": 51.3,
+          "Population": 212559417.0,
+          "Unemployment rate": 12.08,
+          "Urban_population": 183241641.0,
+          "Latitude": -14.235004,
+          "Longitude": -51.92528
+        }
+      },
+      {
+        "scenario_id": "199",
+        "features": {
+          "rank": 125,
+          "Youtuber": "Rajshri",
+          "subscribers": 33500000,
+          "video views": 14864294792.0,
+          "category": "Music",
+          "Title": "Rajshri",
+          "uploads": 3741,
+          "Country": "India",
+          "Abbreviation": "IN",
+          "channel_type": "Entertainment",
+          "video_views_rank": 222.0,
+          "country_rank": 34.0,
+          "channel_type_rank": 36.0,
+          "video_views_for_the_last_30_days": 272255000.0,
+          "lowest_monthly_earnings": 68100.0,
+          "highest_monthly_earnings": 1100000.0,
+          "lowest_yearly_earnings": 816800.0,
+          "highest_yearly_earnings": 13100000.0,
+          "subscribers_for_last_30_days": 500000.0,
+          "created_year": 2006.0,
+          "created_month": "Mar",
+          "created_date": 24.0,
+          "Gross tertiary education enrollment (%)": 28.1,
+          "Population": 1366417754.0,
+          "Unemployment rate": 5.36,
+          "Urban_population": 471031528.0,
+          "Latitude": 20.593684,
+          "Longitude": 78.96288
+        }
+      }
+    ],
+    "target_column": "highest_monthly_earnings",
+    "task_sub_type": "regression",
+    "ranking_ground_truth": {
+      "top_k_ids": [
+        "002",
+        "033",
+        "047",
+        "053",
+        "054"
+      ]
     },
-    "final_decision": {},
-    "what_if": {},
-    "ground_truth": {
-        "extracted_features": [
-            {
-                "scenario_id": "001",
-                "features": {
-                    "rank": 454,
-                    "Youtuber": "GRAMMY GOLD OFFICIAL",
-                    "subscribers": 18600000,
-                    "video views": 20196704276.0,
-                    "category": "Music",
-                    "Title": "GRAMMY GOLD OFFICIAL",
-                    "uploads": 6287,
-                    "Country": "Thailand",
-                    "Abbreviation": "TH",
-                    "channel_type": "Music",
-                    "video_views_rank": 121.0,
-                    "country_rank": 5.0,
-                    "channel_type_rank": 101.0,
-                    "video_views_for_the_last_30_days": 168597000.0,
-                    "lowest_monthly_earnings": 42100.0,
-                    "highest_monthly_earnings": 674400.0,
-                    "lowest_yearly_earnings": 505800.0,
-                    "highest_yearly_earnings": 8100000.0,
-                    "subscribers_for_last_30_days": 100000.0,
-                    "created_year": 2014.0,
-                    "created_month": "Jan",
-                    "created_date": 15.0,
-                    "Gross tertiary education enrollment (%)": 49.3,
-                    "Population": 69625582.0,
-                    "Unemployment rate": 0.75,
-                    "Urban_population": 35294600.0,
-                    "Latitude": 15.870032,
-                    "Longitude": 100.992541
-                }
-            },
-            {
-                "scenario_id": "002",
-                "features": {
-                    "rank": 601,
-                    "Youtuber": "La Rosa de Guadalupe",
-                    "subscribers": 16100000,
-                    "video views": 9642146451.0,
-                    "category": "Entertainment",
-                    "Title": "larosadeguadalupe",
-                    "uploads": 0,
-                    "Country": "Mexico",
-                    "Abbreviation": "MX",
-                    "channel_type": "Games",
-                    "video_views_rank": 4057944.0,
-                    "country_rank": 4258.0,
-                    "channel_type_rank": 7472.0,
-                    "video_views_for_the_last_30_days": null,
-                    "lowest_monthly_earnings": 0.0,
-                    "highest_monthly_earnings": 0.0,
-                    "lowest_yearly_earnings": 0.0,
-                    "highest_yearly_earnings": 0.0,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2008.0,
-                    "created_month": "Sep",
-                    "created_date": 3.0,
-                    "Gross tertiary education enrollment (%)": 40.2,
-                    "Population": 126014024.0,
-                    "Unemployment rate": 3.42,
-                    "Urban_population": 102626859.0,
-                    "Latitude": 23.634501,
-                    "Longitude": -102.552784
-                }
-            },
-            {
-                "scenario_id": "003",
-                "features": {
-                    "rank": 980,
-                    "Youtuber": "DaniRep | +6 V����������ï",
-                    "subscribers": 12400000,
-                    "video views": 6933660906.0,
-                    "category": "Gaming",
-                    "Title": "DaniRep | +6 V����������ï",
-                    "uploads": 12419,
-                    "Country": "Spain",
-                    "Abbreviation": "ES",
-                    "channel_type": "Games",
-                    "video_views_rank": 847.0,
-                    "country_rank": 19.0,
-                    "channel_type_rank": 68.0,
-                    "video_views_for_the_last_30_days": 82648000.0,
-                    "lowest_monthly_earnings": 20700.0,
-                    "highest_monthly_earnings": 330600.0,
-                    "lowest_yearly_earnings": 247900.0,
-                    "highest_yearly_earnings": 4000000.0,
-                    "subscribers_for_last_30_days": 100000.0,
-                    "created_year": 2012.0,
-                    "created_month": "Oct",
-                    "created_date": 29.0,
-                    "Gross tertiary education enrollment (%)": 88.9,
-                    "Population": 47076781.0,
-                    "Unemployment rate": 13.96,
-                    "Urban_population": 37927409.0,
-                    "Latitude": 40.463667,
-                    "Longitude": -3.74922
-                }
-            },
-            {
-                "scenario_id": "004",
-                "features": {
-                    "rank": 618,
-                    "Youtuber": "Volga Video",
-                    "subscribers": 15700000,
-                    "video views": 9787697838.0,
-                    "category": "Film & Animation",
-                    "Title": "Volga Video",
-                    "uploads": 16874,
-                    "Country": "India",
-                    "Abbreviation": "IN",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 463.0,
-                    "country_rank": 97.0,
-                    "channel_type_rank": 139.0,
-                    "video_views_for_the_last_30_days": 51315000.0,
-                    "lowest_monthly_earnings": 12800.0,
-                    "highest_monthly_earnings": 205300.0,
-                    "lowest_yearly_earnings": 153900.0,
-                    "highest_yearly_earnings": 2500000.0,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2012.0,
-                    "created_month": "Mar",
-                    "created_date": 23.0,
-                    "Gross tertiary education enrollment (%)": 28.1,
-                    "Population": 1366417754.0,
-                    "Unemployment rate": 5.36,
-                    "Urban_population": 471031528.0,
-                    "Latitude": 20.593684,
-                    "Longitude": 78.96288
-                }
-            },
-            {
-                "scenario_id": "005",
-                "features": {
-                    "rank": 638,
-                    "Youtuber": "ýýýýýýýý ýýýýýýýýýýýýýý ýýýý 5 ýýýýýýýýýý",
-                    "subscribers": 15500000,
-                    "video views": 4499826716.0,
-                    "category": "Howto & Style",
-                    "Title": "ýýýýýýýý ýýýýýýýýýýýýýý ýýýý 5 ýýýýýýýýýý",
-                    "uploads": 5183,
-                    "Country": "Egypt",
-                    "Abbreviation": "EG",
-                    "channel_type": "Howto",
-                    "video_views_rank": 1597.0,
-                    "country_rank": 1.0,
-                    "channel_type_rank": 22.0,
-                    "video_views_for_the_last_30_days": 32916000.0,
-                    "lowest_monthly_earnings": 8200.0,
-                    "highest_monthly_earnings": 131700.0,
-                    "lowest_yearly_earnings": 98700.0,
-                    "highest_yearly_earnings": 1600000.0,
-                    "subscribers_for_last_30_days": 100000.0,
-                    "created_year": 2017.0,
-                    "created_month": "Dec",
-                    "created_date": 8.0,
-                    "Gross tertiary education enrollment (%)": 35.2,
-                    "Population": 100388073.0,
-                    "Unemployment rate": 10.76,
-                    "Urban_population": 42895824.0,
-                    "Latitude": 26.820553,
-                    "Longitude": 30.802498
-                }
-            },
-            {
-                "scenario_id": "006",
-                "features": {
-                    "rank": 955,
-                    "Youtuber": "Little Baby Bum en Espa�ï",
-                    "subscribers": 12500000,
-                    "video views": 6956320454.0,
-                    "category": "Education",
-                    "Title": "Little Baby Bum en Espa�ï",
-                    "uploads": 1459,
-                    "Country": "Spain",
-                    "Abbreviation": "ES",
-                    "channel_type": "Education",
-                    "video_views_rank": 843.0,
-                    "country_rank": 19.0,
-                    "channel_type_rank": 46.0,
-                    "video_views_for_the_last_30_days": 16319000.0,
-                    "lowest_monthly_earnings": 4100.0,
-                    "highest_monthly_earnings": 65300.0,
-                    "lowest_yearly_earnings": 49000.0,
-                    "highest_yearly_earnings": 783300.0,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2014.0,
-                    "created_month": "Jun",
-                    "created_date": 6.0,
-                    "Gross tertiary education enrollment (%)": 88.9,
-                    "Population": 47076781.0,
-                    "Unemployment rate": 13.96,
-                    "Urban_population": 37927409.0,
-                    "Latitude": 40.463667,
-                    "Longitude": -3.74922
-                }
-            },
-            {
-                "scenario_id": "007",
-                "features": {
-                    "rank": 919,
-                    "Youtuber": "Rauw Alejandro",
-                    "subscribers": 12900000,
-                    "video views": 11504090820.0,
-                    "category": "Music",
-                    "Title": "Rauw Alejandro",
-                    "uploads": 168,
-                    "Country": null,
-                    "Abbreviation": null,
-                    "channel_type": "Music",
-                    "video_views_rank": 348.0,
-                    "country_rank": 5.0,
-                    "channel_type_rank": 145.0,
-                    "video_views_for_the_last_30_days": 205548000.0,
-                    "lowest_monthly_earnings": 51400.0,
-                    "highest_monthly_earnings": 822200.0,
-                    "lowest_yearly_earnings": 616600.0,
-                    "highest_yearly_earnings": 9900000.0,
-                    "subscribers_for_last_30_days": 100000.0,
-                    "created_year": 2014.0,
-                    "created_month": "Dec",
-                    "created_date": 11.0,
-                    "Gross tertiary education enrollment (%)": null,
-                    "Population": null,
-                    "Unemployment rate": null,
-                    "Urban_population": null,
-                    "Latitude": null,
-                    "Longitude": null
-                }
-            },
-            {
-                "scenario_id": "008",
-                "features": {
-                    "rank": 201,
-                    "Youtuber": "ToyPuddingTV",
-                    "subscribers": 27100000,
-                    "video views": 15916882228.0,
-                    "category": "Entertainment",
-                    "Title": "ToyPudding TV[����ï",
-                    "uploads": 2,
-                    "Country": null,
-                    "Abbreviation": null,
-                    "channel_type": "People",
-                    "video_views_rank": 4052296.0,
-                    "country_rank": null,
-                    "channel_type_rank": 7692.0,
-                    "video_views_for_the_last_30_days": 14.0,
-                    "lowest_monthly_earnings": 0.0,
-                    "highest_monthly_earnings": 0.06,
-                    "lowest_yearly_earnings": 0.04,
-                    "highest_yearly_earnings": 0.67,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2017.0,
-                    "created_month": "Jun",
-                    "created_date": 7.0,
-                    "Gross tertiary education enrollment (%)": null,
-                    "Population": null,
-                    "Unemployment rate": null,
-                    "Urban_population": null,
-                    "Latitude": null,
-                    "Longitude": null
-                }
-            },
-            {
-                "scenario_id": "009",
-                "features": {
-                    "rank": 216,
-                    "Youtuber": "Junya.����",
-                    "subscribers": 26200000,
-                    "video views": 16097531087.0,
-                    "category": "Entertainment",
-                    "Title": "Junya.����",
-                    "uploads": 5985,
-                    "Country": "Japan",
-                    "Abbreviation": "JP",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 184.0,
-                    "country_rank": 2.0,
-                    "channel_type_rank": 56.0,
-                    "video_views_for_the_last_30_days": 721848000.0,
-                    "lowest_monthly_earnings": 180500.0,
-                    "highest_monthly_earnings": 2900000.0,
-                    "lowest_yearly_earnings": 2200000.0,
-                    "highest_yearly_earnings": 34600000.0,
-                    "subscribers_for_last_30_days": 1100000.0,
-                    "created_year": 2020.0,
-                    "created_month": "Sep",
-                    "created_date": 14.0,
-                    "Gross tertiary education enrollment (%)": 63.2,
-                    "Population": 126226568.0,
-                    "Unemployment rate": 2.29,
-                    "Urban_population": 115782416.0,
-                    "Latitude": 36.204824,
-                    "Longitude": 138.252924
-                }
-            },
-            {
-                "scenario_id": "010",
-                "features": {
-                    "rank": 521,
-                    "Youtuber": "Stubborn Facts",
-                    "subscribers": 17300000,
-                    "video views": 902225615.0,
-                    "category": "Film & Animation",
-                    "Title": "Stubborn Facts",
-                    "uploads": 287,
-                    "Country": "India",
-                    "Abbreviation": "IN",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 13315.0,
-                    "country_rank": 87.0,
-                    "channel_type_rank": 125.0,
-                    "video_views_for_the_last_30_days": 837850.0,
-                    "lowest_monthly_earnings": 209.0,
-                    "highest_monthly_earnings": 3400.0,
-                    "lowest_yearly_earnings": 2500.0,
-                    "highest_yearly_earnings": 40200.0,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2016.0,
-                    "created_month": "Sep",
-                    "created_date": 5.0,
-                    "Gross tertiary education enrollment (%)": 28.1,
-                    "Population": 1366417754.0,
-                    "Unemployment rate": 5.36,
-                    "Urban_population": 471031528.0,
-                    "Latitude": 20.593684,
-                    "Longitude": 78.96288
-                }
-            },
-            {
-                "scenario_id": "011",
-                "features": {
-                    "rank": 507,
-                    "Youtuber": "MissaSinfonia",
-                    "subscribers": 17600000,
-                    "video views": 2274007523.0,
-                    "category": "Comedy",
-                    "Title": "MissaSinfonia",
-                    "uploads": 233,
-                    "Country": "Mexico",
-                    "Abbreviation": "MX",
-                    "channel_type": "Comedy",
-                    "video_views_rank": 4139.0,
-                    "country_rank": 17.0,
-                    "channel_type_rank": 25.0,
-                    "video_views_for_the_last_30_days": 27445000.0,
-                    "lowest_monthly_earnings": 6900.0,
-                    "highest_monthly_earnings": 109800.0,
-                    "lowest_yearly_earnings": 82300.0,
-                    "highest_yearly_earnings": 1300000.0,
-                    "subscribers_for_last_30_days": 100000.0,
-                    "created_year": 2011.0,
-                    "created_month": "Jan",
-                    "created_date": 5.0,
-                    "Gross tertiary education enrollment (%)": 40.2,
-                    "Population": 126014024.0,
-                    "Unemployment rate": 3.42,
-                    "Urban_population": 102626859.0,
-                    "Latitude": 23.634501,
-                    "Longitude": -102.552784
-                }
-            },
-            {
-                "scenario_id": "012",
-                "features": {
-                    "rank": 506,
-                    "Youtuber": "zbing z.",
-                    "subscribers": 17600000,
-                    "video views": 9269174070.0,
-                    "category": "Gaming",
-                    "Title": "zbing z.",
-                    "uploads": 3151,
-                    "Country": "Thailand",
-                    "Abbreviation": "TH",
-                    "channel_type": "Games",
-                    "video_views_rank": 511.0,
-                    "country_rank": 7.0,
-                    "channel_type_rank": 36.0,
-                    "video_views_for_the_last_30_days": 55127000.0,
-                    "lowest_monthly_earnings": 13800.0,
-                    "highest_monthly_earnings": 220500.0,
-                    "lowest_yearly_earnings": 165400.0,
-                    "highest_yearly_earnings": 2600000.0,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2014.0,
-                    "created_month": "Mar",
-                    "created_date": 12.0,
-                    "Gross tertiary education enrollment (%)": 49.3,
-                    "Population": 69625582.0,
-                    "Unemployment rate": 0.75,
-                    "Urban_population": 35294600.0,
-                    "Latitude": 15.870032,
-                    "Longitude": 100.992541
-                }
-            },
-            {
-                "scenario_id": "013",
-                "features": {
-                    "rank": 723,
-                    "Youtuber": "Colors Rishtey",
-                    "subscribers": 14700000,
-                    "video views": 12362331529.0,
-                    "category": "Entertainment",
-                    "Title": "Colors Rishtey",
-                    "uploads": 23490,
-                    "Country": "India",
-                    "Abbreviation": "IN",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 310.0,
-                    "country_rank": 105.0,
-                    "channel_type_rank": 148.0,
-                    "video_views_for_the_last_30_days": 347603000.0,
-                    "lowest_monthly_earnings": 86900.0,
-                    "highest_monthly_earnings": 1400000.0,
-                    "lowest_yearly_earnings": 1000000.0,
-                    "highest_yearly_earnings": 16700000.0,
-                    "subscribers_for_last_30_days": 400000.0,
-                    "created_year": 2013.0,
-                    "created_month": "Nov",
-                    "created_date": 28.0,
-                    "Gross tertiary education enrollment (%)": 28.1,
-                    "Population": 1366417754.0,
-                    "Unemployment rate": 5.36,
-                    "Urban_population": 471031528.0,
-                    "Latitude": 20.593684,
-                    "Longitude": 78.96288
-                }
-            },
-            {
-                "scenario_id": "014",
-                "features": {
-                    "rank": 703,
-                    "Youtuber": "Bayashi TV",
-                    "subscribers": 14900000,
-                    "video views": 8615618825.0,
-                    "category": "Entertainment",
-                    "Title": "ýýýýýýýýýýýýýýýýýýBAYASHITV",
-                    "uploads": 93,
-                    "Country": "Japan",
-                    "Abbreviation": "JP",
-                    "channel_type": "Autos",
-                    "video_views_rank": 3468229.0,
-                    "country_rank": 3508.0,
-                    "channel_type_rank": 3271.0,
-                    "video_views_for_the_last_30_days": 2477.0,
-                    "lowest_monthly_earnings": 0.62,
-                    "highest_monthly_earnings": 10.0,
-                    "lowest_yearly_earnings": 7.0,
-                    "highest_yearly_earnings": 119.0,
-                    "subscribers_for_last_30_days": 9.0,
-                    "created_year": 2012.0,
-                    "created_month": "Nov",
-                    "created_date": 19.0,
-                    "Gross tertiary education enrollment (%)": 63.2,
-                    "Population": 126226568.0,
-                    "Unemployment rate": 2.29,
-                    "Urban_population": 115782416.0,
-                    "Latitude": 36.204824,
-                    "Longitude": 138.252924
-                }
-            },
-            {
-                "scenario_id": "015",
-                "features": {
-                    "rank": 931,
-                    "Youtuber": "FACT FIRE KING",
-                    "subscribers": 12700000,
-                    "video views": 1159290255.0,
-                    "category": null,
-                    "Title": "FACT FIRE KING",
-                    "uploads": 782,
-                    "Country": "India",
-                    "Abbreviation": "IN",
-                    "channel_type": "Games",
-                    "video_views_rank": 9683.0,
-                    "country_rank": 120.0,
-                    "channel_type_rank": 66.0,
-                    "video_views_for_the_last_30_days": 51291000.0,
-                    "lowest_monthly_earnings": 12800.0,
-                    "highest_monthly_earnings": 205200.0,
-                    "lowest_yearly_earnings": 153900.0,
-                    "highest_yearly_earnings": 2500000.0,
-                    "subscribers_for_last_30_days": 500000.0,
-                    "created_year": 2020.0,
-                    "created_month": "Jul",
-                    "created_date": 29.0,
-                    "Gross tertiary education enrollment (%)": 28.1,
-                    "Population": 1366417754.0,
-                    "Unemployment rate": 5.36,
-                    "Urban_population": 471031528.0,
-                    "Latitude": 20.593684,
-                    "Longitude": 78.96288
-                }
-            },
-            {
-                "scenario_id": "016",
-                "features": {
-                    "rank": 185,
-                    "Youtuber": "infobells - Telugu",
-                    "subscribers": 28300000,
-                    "video views": 14814192034.0,
-                    "category": "Education",
-                    "Title": "infobells - Telugu",
-                    "uploads": 505,
-                    "Country": "India",
-                    "Abbreviation": "IN",
-                    "channel_type": "Education",
-                    "video_views_rank": 223.0,
-                    "country_rank": 45.0,
-                    "channel_type_rank": 14.0,
-                    "video_views_for_the_last_30_days": 288110000.0,
-                    "lowest_monthly_earnings": 72000.0,
-                    "highest_monthly_earnings": 1200000.0,
-                    "lowest_yearly_earnings": 864300.0,
-                    "highest_yearly_earnings": 13800000.0,
-                    "subscribers_for_last_30_days": 800000.0,
-                    "created_year": 2014.0,
-                    "created_month": "Mar",
-                    "created_date": 13.0,
-                    "Gross tertiary education enrollment (%)": 28.1,
-                    "Population": 1366417754.0,
-                    "Unemployment rate": 5.36,
-                    "Urban_population": 471031528.0,
-                    "Latitude": 20.593684,
-                    "Longitude": 78.96288
-                }
-            },
-            {
-                "scenario_id": "017",
-                "features": {
-                    "rank": 322,
-                    "Youtuber": "Ben Azelart",
-                    "subscribers": 21900000,
-                    "video views": 4454917643.0,
-                    "category": "Film & Animation",
-                    "Title": "Ben Azelart",
-                    "uploads": 301,
-                    "Country": "United States",
-                    "Abbreviation": "US",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 1620.0,
-                    "country_rank": 94.0,
-                    "channel_type_rank": 88.0,
-                    "video_views_for_the_last_30_days": 184946000.0,
-                    "lowest_monthly_earnings": 46200.0,
-                    "highest_monthly_earnings": 739800.0,
-                    "lowest_yearly_earnings": 554800.0,
-                    "highest_yearly_earnings": 8900000.0,
-                    "subscribers_for_last_30_days": 500000.0,
-                    "created_year": 2014.0,
-                    "created_month": "Jun",
-                    "created_date": 5.0,
-                    "Gross tertiary education enrollment (%)": 88.2,
-                    "Population": 328239523.0,
-                    "Unemployment rate": 14.7,
-                    "Urban_population": 270663028.0,
-                    "Latitude": 37.09024,
-                    "Longitude": -95.712891
-                }
-            },
-            {
-                "scenario_id": "018",
-                "features": {
-                    "rank": 311,
-                    "Youtuber": "LeoNata Family",
-                    "subscribers": 22600000,
-                    "video views": 27084848152.0,
-                    "category": "People & Blogs",
-                    "Title": "LeoNata Family",
-                    "uploads": 2321,
-                    "Country": "United States",
-                    "Abbreviation": "US",
-                    "channel_type": "People",
-                    "video_views_rank": 57.0,
-                    "country_rank": 87.0,
-                    "channel_type_rank": 11.0,
-                    "video_views_for_the_last_30_days": 1174000000.0,
-                    "lowest_monthly_earnings": 293500.0,
-                    "highest_monthly_earnings": 4700000.0,
-                    "lowest_yearly_earnings": 3500000.0,
-                    "highest_yearly_earnings": 56300000.0,
-                    "subscribers_for_last_30_days": 1300000.0,
-                    "created_year": 2021.0,
-                    "created_month": "Sep",
-                    "created_date": 28.0,
-                    "Gross tertiary education enrollment (%)": 88.2,
-                    "Population": 328239523.0,
-                    "Unemployment rate": 14.7,
-                    "Urban_population": 270663028.0,
-                    "Latitude": 37.09024,
-                    "Longitude": -95.712891
-                }
-            },
-            {
-                "scenario_id": "019",
-                "features": {
-                    "rank": 818,
-                    "Youtuber": "123 GO! Spanish",
-                    "subscribers": 13800000,
-                    "video views": 5019136690.0,
-                    "category": "People & Blogs",
-                    "Title": "123 GO! Spanish",
-                    "uploads": 520,
-                    "Country": "Mexico",
-                    "Abbreviation": "MX",
-                    "channel_type": "Howto",
-                    "video_views_rank": 1361.0,
-                    "country_rank": 30.0,
-                    "channel_type_rank": 28.0,
-                    "video_views_for_the_last_30_days": 26519000.0,
-                    "lowest_monthly_earnings": 6600.0,
-                    "highest_monthly_earnings": 106100.0,
-                    "lowest_yearly_earnings": 79600.0,
-                    "highest_yearly_earnings": 1300000.0,
-                    "subscribers_for_last_30_days": 100000.0,
-                    "created_year": 2019.0,
-                    "created_month": "Mar",
-                    "created_date": 13.0,
-                    "Gross tertiary education enrollment (%)": 40.2,
-                    "Population": 126014024.0,
-                    "Unemployment rate": 3.42,
-                    "Urban_population": 102626859.0,
-                    "Latitude": 23.634501,
-                    "Longitude": -102.552784
-                }
-            },
-            {
-                "scenario_id": "020",
-                "features": {
-                    "rank": 717,
-                    "Youtuber": "Canal Nostalgia",
-                    "subscribers": 14700000,
-                    "video views": 1506796393.0,
-                    "category": "Entertainment",
-                    "Title": "Canal Nostalgia TV",
-                    "uploads": 554,
-                    "Country": "Spain",
-                    "Abbreviation": "ES",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 325721.0,
-                    "country_rank": 1549.0,
-                    "channel_type_rank": 2275.0,
-                    "video_views_for_the_last_30_days": 226420.0,
-                    "lowest_monthly_earnings": 57.0,
-                    "highest_monthly_earnings": 906.0,
-                    "lowest_yearly_earnings": 679.0,
-                    "highest_yearly_earnings": 10900.0,
-                    "subscribers_for_last_30_days": 600.0,
-                    "created_year": 2010.0,
-                    "created_month": "Feb",
-                    "created_date": 19.0,
-                    "Gross tertiary education enrollment (%)": 88.9,
-                    "Population": 47076781.0,
-                    "Unemployment rate": 13.96,
-                    "Urban_population": 37927409.0,
-                    "Latitude": 40.463667,
-                    "Longitude": -3.74922
-                }
-            },
-            {
-                "scenario_id": "021",
-                "features": {
-                    "rank": 533,
-                    "Youtuber": "Queen Official",
-                    "subscribers": 17000000,
-                    "video views": 10847948832.0,
-                    "category": "Music",
-                    "Title": "Queen Official",
-                    "uploads": 1015,
-                    "Country": "United Kingdom",
-                    "Abbreviation": "GB",
-                    "channel_type": "Music",
-                    "video_views_rank": 385.0,
-                    "country_rank": 21.0,
-                    "channel_type_rank": 112.0,
-                    "video_views_for_the_last_30_days": 93768000.0,
-                    "lowest_monthly_earnings": 23400.0,
-                    "highest_monthly_earnings": 375100.0,
-                    "lowest_yearly_earnings": 281300.0,
-                    "highest_yearly_earnings": 4500000.0,
-                    "subscribers_for_last_30_days": 100000.0,
-                    "created_year": 2008.0,
-                    "created_month": "Jul",
-                    "created_date": 7.0,
-                    "Gross tertiary education enrollment (%)": 60.0,
-                    "Population": 66834405.0,
-                    "Unemployment rate": 3.85,
-                    "Urban_population": 55908316.0,
-                    "Latitude": 55.378051,
-                    "Longitude": -3.435973
-                }
-            },
-            {
-                "scenario_id": "022",
-                "features": {
-                    "rank": 9,
-                    "Youtuber": "Like Nastya",
-                    "subscribers": 106000000,
-                    "video views": 90479060027.0,
-                    "category": "People & Blogs",
-                    "Title": "Like Nastya Vlog",
-                    "uploads": 493,
-                    "Country": "Russia",
-                    "Abbreviation": "RU",
-                    "channel_type": "People",
-                    "video_views_rank": 630.0,
-                    "country_rank": 5.0,
-                    "channel_type_rank": 25.0,
-                    "video_views_for_the_last_30_days": 48947000.0,
-                    "lowest_monthly_earnings": 12200.0,
-                    "highest_monthly_earnings": 195800.0,
-                    "lowest_yearly_earnings": 146800.0,
-                    "highest_yearly_earnings": 2300000.0,
-                    "subscribers_for_last_30_days": 100000.0,
-                    "created_year": 2016.0,
-                    "created_month": "Jan",
-                    "created_date": 14.0,
-                    "Gross tertiary education enrollment (%)": 81.9,
-                    "Population": 144373535.0,
-                    "Unemployment rate": 4.59,
-                    "Urban_population": 107683889.0,
-                    "Latitude": 61.52401,
-                    "Longitude": 105.318756
-                }
-            },
-            {
-                "scenario_id": "023",
-                "features": {
-                    "rank": 657,
-                    "Youtuber": "T-Series Hamaar Bhojpuri",
-                    "subscribers": 15200000,
-                    "video views": 7564652648.0,
-                    "category": "Entertainment",
-                    "Title": "T-Series Hamaar Bhojpuri",
-                    "uploads": 9862,
-                    "Country": "India",
-                    "Abbreviation": "IN",
-                    "channel_type": "Music",
-                    "video_views_rank": 728.0,
-                    "country_rank": 101.0,
-                    "channel_type_rank": 125.0,
-                    "video_views_for_the_last_30_days": 105978000.0,
-                    "lowest_monthly_earnings": 26500.0,
-                    "highest_monthly_earnings": 423900.0,
-                    "lowest_yearly_earnings": 317900.0,
-                    "highest_yearly_earnings": 5100000.0,
-                    "subscribers_for_last_30_days": 200000.0,
-                    "created_year": 2011.0,
-                    "created_month": "Nov",
-                    "created_date": 1.0,
-                    "Gross tertiary education enrollment (%)": 28.1,
-                    "Population": 1366417754.0,
-                    "Unemployment rate": 5.36,
-                    "Urban_population": 471031528.0,
-                    "Latitude": 20.593684,
-                    "Longitude": 78.96288
-                }
-            },
-            {
-                "scenario_id": "024",
-                "features": {
-                    "rank": 662,
-                    "Youtuber": "Kim Loaiza",
-                    "subscribers": 15100000,
-                    "video views": 1576633086.0,
-                    "category": "Music",
-                    "Title": "Kim Loaiza",
-                    "uploads": 18,
-                    "Country": null,
-                    "Abbreviation": null,
-                    "channel_type": "Music",
-                    "video_views_rank": 6655.0,
-                    "country_rank": null,
-                    "channel_type_rank": 127.0,
-                    "video_views_for_the_last_30_days": 26053000.0,
-                    "lowest_monthly_earnings": 6500.0,
-                    "highest_monthly_earnings": 104200.0,
-                    "lowest_yearly_earnings": 78200.0,
-                    "highest_yearly_earnings": 1300000.0,
-                    "subscribers_for_last_30_days": 100000.0,
-                    "created_year": 2019.0,
-                    "created_month": "Jan",
-                    "created_date": 18.0,
-                    "Gross tertiary education enrollment (%)": null,
-                    "Population": null,
-                    "Unemployment rate": null,
-                    "Urban_population": null,
-                    "Latitude": null,
-                    "Longitude": null
-                }
-            },
-            {
-                "scenario_id": "025",
-                "features": {
-                    "rank": 597,
-                    "Youtuber": "Daily Dose Of Internet",
-                    "subscribers": 16100000,
-                    "video views": 6872702790.0,
-                    "category": "Entertainment",
-                    "Title": "Daily Dose Of Internet",
-                    "uploads": 671,
-                    "Country": "United States",
-                    "Abbreviation": "US",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 851.0,
-                    "country_rank": 140.0,
-                    "channel_type_rank": 136.0,
-                    "video_views_for_the_last_30_days": 399807000.0,
-                    "lowest_monthly_earnings": 100000.0,
-                    "highest_monthly_earnings": 1600000.0,
-                    "lowest_yearly_earnings": 1200000.0,
-                    "highest_yearly_earnings": 19200000.0,
-                    "subscribers_for_last_30_days": 300000.0,
-                    "created_year": 2015.0,
-                    "created_month": "Jul",
-                    "created_date": 15.0,
-                    "Gross tertiary education enrollment (%)": 88.2,
-                    "Population": 328239523.0,
-                    "Unemployment rate": 14.7,
-                    "Urban_population": 270663028.0,
-                    "Latitude": 37.09024,
-                    "Longitude": -95.712891
-                }
-            },
-            {
-                "scenario_id": "026",
-                "features": {
-                    "rank": 428,
-                    "Youtuber": "shane",
-                    "subscribers": 19200000,
-                    "video views": 4329121104.0,
-                    "category": "People & Blogs",
-                    "Title": "shane",
-                    "uploads": 570,
-                    "Country": "United States",
-                    "Abbreviation": "US",
-                    "channel_type": "Comedy",
-                    "video_views_rank": 1705.0,
-                    "country_rank": 114.0,
-                    "channel_type_rank": 22.0,
-                    "video_views_for_the_last_30_days": 2730000.0,
-                    "lowest_monthly_earnings": 683.0,
-                    "highest_monthly_earnings": 10900.0,
-                    "lowest_yearly_earnings": 8200.0,
-                    "highest_yearly_earnings": 131100.0,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2005.0,
-                    "created_month": "Sep",
-                    "created_date": 22.0,
-                    "Gross tertiary education enrollment (%)": 88.2,
-                    "Population": 328239523.0,
-                    "Unemployment rate": 14.7,
-                    "Urban_population": 270663028.0,
-                    "Latitude": 37.09024,
-                    "Longitude": -95.712891
-                }
-            },
-            {
-                "scenario_id": "027",
-                "features": {
-                    "rank": 760,
-                    "Youtuber": "Coke Studio",
-                    "subscribers": 14400000,
-                    "video views": 4035738731.0,
-                    "category": "Music",
-                    "Title": "Rohail Hyatt",
-                    "uploads": 450,
-                    "Country": "United States",
-                    "Abbreviation": "US",
-                    "channel_type": "Music",
-                    "video_views_rank": 23796.0,
-                    "country_rank": 962.0,
-                    "channel_type_rank": 836.0,
-                    "video_views_for_the_last_30_days": 3557000.0,
-                    "lowest_monthly_earnings": 889.0,
-                    "highest_monthly_earnings": 14200.0,
-                    "lowest_yearly_earnings": 10700.0,
-                    "highest_yearly_earnings": 170700.0,
-                    "subscribers_for_last_30_days": 10000.0,
-                    "created_year": 2008.0,
-                    "created_month": "Jun",
-                    "created_date": 4.0,
-                    "Gross tertiary education enrollment (%)": 88.2,
-                    "Population": 328239523.0,
-                    "Unemployment rate": 14.7,
-                    "Urban_population": 270663028.0,
-                    "Latitude": 37.09024,
-                    "Longitude": -95.712891
-                }
-            },
-            {
-                "scenario_id": "028",
-                "features": {
-                    "rank": 247,
-                    "Youtuber": "EminemVEVO",
-                    "subscribers": 24700000,
-                    "video views": 20531704527.0,
-                    "category": "Music",
-                    "Title": "EminemVEVO",
-                    "uploads": 104,
-                    "Country": "United States",
-                    "Abbreviation": "US",
-                    "channel_type": "Music",
-                    "video_views_rank": 115.0,
-                    "country_rank": 73.0,
-                    "channel_type_rank": 74.0,
-                    "video_views_for_the_last_30_days": 139443000.0,
-                    "lowest_monthly_earnings": 34900.0,
-                    "highest_monthly_earnings": 557800.0,
-                    "lowest_yearly_earnings": 418300.0,
-                    "highest_yearly_earnings": 6700000.0,
-                    "subscribers_for_last_30_days": 100000.0,
-                    "created_year": 2009.0,
-                    "created_month": "May",
-                    "created_date": 12.0,
-                    "Gross tertiary education enrollment (%)": 88.2,
-                    "Population": 328239523.0,
-                    "Unemployment rate": 14.7,
-                    "Urban_population": 270663028.0,
-                    "Latitude": 37.09024,
-                    "Longitude": -95.712891
-                }
-            },
-            {
-                "scenario_id": "029",
-                "features": {
-                    "rank": 357,
-                    "Youtuber": "Dr. Vivek Bindra: Motivational Speaker",
-                    "subscribers": 20900000,
-                    "video views": 1693149479.0,
-                    "category": "Education",
-                    "Title": "Dr. Vivek Bindra: Motivational Speaker",
-                    "uploads": 896,
-                    "Country": "India",
-                    "Abbreviation": "IN",
-                    "channel_type": "Education",
-                    "video_views_rank": 6082.0,
-                    "country_rank": 69.0,
-                    "channel_type_rank": 20.0,
-                    "video_views_for_the_last_30_days": 28588000.0,
-                    "lowest_monthly_earnings": 7100.0,
-                    "highest_monthly_earnings": 114400.0,
-                    "lowest_yearly_earnings": 85800.0,
-                    "highest_yearly_earnings": 1400000.0,
-                    "subscribers_for_last_30_days": 100000.0,
-                    "created_year": 2013.0,
-                    "created_month": "Dec",
-                    "created_date": 6.0,
-                    "Gross tertiary education enrollment (%)": 28.1,
-                    "Population": 1366417754.0,
-                    "Unemployment rate": 5.36,
-                    "Urban_population": 471031528.0,
-                    "Latitude": 20.593684,
-                    "Longitude": 78.96288
-                }
-            },
-            {
-                "scenario_id": "030",
-                "features": {
-                    "rank": 437,
-                    "Youtuber": "Turma da M��",
-                    "subscribers": 19000000,
-                    "video views": 13824277846.0,
-                    "category": "Film & Animation",
-                    "Title": "Turma da M��",
-                    "uploads": 1154,
-                    "Country": "Brazil",
-                    "Abbreviation": "BR",
-                    "channel_type": "Film",
-                    "video_views_rank": 260.0,
-                    "country_rank": 22.0,
-                    "channel_type_rank": 27.0,
-                    "video_views_for_the_last_30_days": 76903000.0,
-                    "lowest_monthly_earnings": 19200.0,
-                    "highest_monthly_earnings": 307600.0,
-                    "lowest_yearly_earnings": 230700.0,
-                    "highest_yearly_earnings": 3700000.0,
-                    "subscribers_for_last_30_days": 100000.0,
-                    "created_year": 2012.0,
-                    "created_month": "Jul",
-                    "created_date": 30.0,
-                    "Gross tertiary education enrollment (%)": 51.3,
-                    "Population": 212559417.0,
-                    "Unemployment rate": 12.08,
-                    "Urban_population": 183241641.0,
-                    "Latitude": -14.235004,
-                    "Longitude": -51.92528
-                }
-            },
-            {
-                "scenario_id": "031",
-                "features": {
-                    "rank": 307,
-                    "Youtuber": "Heroindori",
-                    "subscribers": 22600000,
-                    "video views": 9223534599.0,
-                    "category": "Comedy",
-                    "Title": "Heroindori",
-                    "uploads": 495,
-                    "Country": "India",
-                    "Abbreviation": "IN",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 508.0,
-                    "country_rank": 62.0,
-                    "channel_type_rank": 81.0,
-                    "video_views_for_the_last_30_days": 399152000.0,
-                    "lowest_monthly_earnings": 99800.0,
-                    "highest_monthly_earnings": 1600000.0,
-                    "lowest_yearly_earnings": 1200000.0,
-                    "highest_yearly_earnings": 19200000.0,
-                    "subscribers_for_last_30_days": 1400000.0,
-                    "created_year": 2020.0,
-                    "created_month": "Jun",
-                    "created_date": 29.0,
-                    "Gross tertiary education enrollment (%)": 28.1,
-                    "Population": 1366417754.0,
-                    "Unemployment rate": 5.36,
-                    "Urban_population": 471031528.0,
-                    "Latitude": 20.593684,
-                    "Longitude": 78.96288
-                }
-            },
-            {
-                "scenario_id": "032",
-                "features": {
-                    "rank": 424,
-                    "Youtuber": "FIFA",
-                    "subscribers": 19400000,
-                    "video views": 5529131886.0,
-                    "category": "Sports",
-                    "Title": "FIFA",
-                    "uploads": 10728,
-                    "Country": "Switzerland",
-                    "Abbreviation": "CH",
-                    "channel_type": "Sports",
-                    "video_views_rank": 1186.0,
-                    "country_rank": 1.0,
-                    "channel_type_rank": 5.0,
-                    "video_views_for_the_last_30_days": 58863000.0,
-                    "lowest_monthly_earnings": 14700.0,
-                    "highest_monthly_earnings": 235500.0,
-                    "lowest_yearly_earnings": 176600.0,
-                    "highest_yearly_earnings": 2800000.0,
-                    "subscribers_for_last_30_days": 100000.0,
-                    "created_year": 2006.0,
-                    "created_month": "Sep",
-                    "created_date": 6.0,
-                    "Gross tertiary education enrollment (%)": 59.6,
-                    "Population": 8574832.0,
-                    "Unemployment rate": 4.58,
-                    "Urban_population": 6332428.0,
-                    "Latitude": 46.818188,
-                    "Longitude": 8.227512
-                }
-            },
-            {
-                "scenario_id": "033",
-                "features": {
-                    "rank": 681,
-                    "Youtuber": "TheRichest",
-                    "subscribers": 15000000,
-                    "video views": 2730879024.0,
-                    "category": "Education",
-                    "Title": "Therichest",
-                    "uploads": 0,
-                    "Country": "United States",
-                    "Abbreviation": "US",
-                    "channel_type": "Games",
-                    "video_views_rank": 4057944.0,
-                    "country_rank": 7692.0,
-                    "channel_type_rank": 7445.0,
-                    "video_views_for_the_last_30_days": null,
-                    "lowest_monthly_earnings": 0.0,
-                    "highest_monthly_earnings": 0.0,
-                    "lowest_yearly_earnings": 0.0,
-                    "highest_yearly_earnings": 0.0,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2006.0,
-                    "created_month": "May",
-                    "created_date": 25.0,
-                    "Gross tertiary education enrollment (%)": 88.2,
-                    "Population": 328239523.0,
-                    "Unemployment rate": 14.7,
-                    "Urban_population": 270663028.0,
-                    "Latitude": 37.09024,
-                    "Longitude": -95.712891
-                }
-            },
-            {
-                "scenario_id": "034",
-                "features": {
-                    "rank": 397,
-                    "Youtuber": "7clouds",
-                    "subscribers": 20100000,
-                    "video views": 14816075927.0,
-                    "category": "Music",
-                    "Title": "7clouds",
-                    "uploads": 2384,
-                    "Country": "United States",
-                    "Abbreviation": "US",
-                    "channel_type": "Music",
-                    "video_views_rank": 227.0,
-                    "country_rank": 108.0,
-                    "channel_type_rank": 95.0,
-                    "video_views_for_the_last_30_days": 276751000.0,
-                    "lowest_monthly_earnings": 69200.0,
-                    "highest_monthly_earnings": 1100000.0,
-                    "lowest_yearly_earnings": 830300.0,
-                    "highest_yearly_earnings": 13300000.0,
-                    "subscribers_for_last_30_days": 300000.0,
-                    "created_year": 2013.0,
-                    "created_month": "May",
-                    "created_date": 25.0,
-                    "Gross tertiary education enrollment (%)": 88.2,
-                    "Population": 328239523.0,
-                    "Unemployment rate": 14.7,
-                    "Urban_population": 270663028.0,
-                    "Latitude": 37.09024,
-                    "Longitude": -95.712891
-                }
-            },
-            {
-                "scenario_id": "035",
-                "features": {
-                    "rank": 531,
-                    "Youtuber": "TRANS TV Official",
-                    "subscribers": 17100000,
-                    "video views": 9710962528.0,
-                    "category": "Entertainment",
-                    "Title": "TRANS TV Official",
-                    "uploads": 148225,
-                    "Country": "Indonesia",
-                    "Abbreviation": "ID",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 472.0,
-                    "country_rank": 18.0,
-                    "channel_type_rank": 127.0,
-                    "video_views_for_the_last_30_days": 45811000.0,
-                    "lowest_monthly_earnings": 11500.0,
-                    "highest_monthly_earnings": 183200.0,
-                    "lowest_yearly_earnings": 137400.0,
-                    "highest_yearly_earnings": 2200000.0,
-                    "subscribers_for_last_30_days": 100000.0,
-                    "created_year": 2014.0,
-                    "created_month": "Sep",
-                    "created_date": 2.0,
-                    "Gross tertiary education enrollment (%)": 36.3,
-                    "Population": 270203917.0,
-                    "Unemployment rate": 4.69,
-                    "Urban_population": 151509724.0,
-                    "Latitude": -0.789275,
-                    "Longitude": 113.921327
-                }
-            },
-            {
-                "scenario_id": "036",
-                "features": {
-                    "rank": 528,
-                    "Youtuber": "El Reino a Jugar",
-                    "subscribers": 17200000,
-                    "video views": 11445492404.0,
-                    "category": "Education",
-                    "Title": "El Reino a Jugar",
-                    "uploads": 1007,
-                    "Country": "Argentina",
-                    "Abbreviation": "AR",
-                    "channel_type": "Education",
-                    "video_views_rank": 353.0,
-                    "country_rank": 11.0,
-                    "channel_type_rank": 28.0,
-                    "video_views_for_the_last_30_days": 83709000.0,
-                    "lowest_monthly_earnings": 20900.0,
-                    "highest_monthly_earnings": 334800.0,
-                    "lowest_yearly_earnings": 251100.0,
-                    "highest_yearly_earnings": 4000000.0,
-                    "subscribers_for_last_30_days": 100000.0,
-                    "created_year": 2015.0,
-                    "created_month": "Mar",
-                    "created_date": 3.0,
-                    "Gross tertiary education enrollment (%)": 90.0,
-                    "Population": 44938712.0,
-                    "Unemployment rate": 9.79,
-                    "Urban_population": 41339571.0,
-                    "Latitude": -38.416097,
-                    "Longitude": -63.616672
-                }
-            },
-            {
-                "scenario_id": "037",
-                "features": {
-                    "rank": 334,
-                    "Youtuber": "DUDU e CAROL",
-                    "subscribers": 21600000,
-                    "video views": 9597894786.0,
-                    "category": "Autos & Vehicles",
-                    "Title": "DUDU e CAROL",
-                    "uploads": 2942,
-                    "Country": "Brazil",
-                    "Abbreviation": "BR",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 481.0,
-                    "country_rank": 15.0,
-                    "channel_type_rank": 90.0,
-                    "video_views_for_the_last_30_days": 193174000.0,
-                    "lowest_monthly_earnings": 48300.0,
-                    "highest_monthly_earnings": 772700.0,
-                    "lowest_yearly_earnings": 579500.0,
-                    "highest_yearly_earnings": 9300000.0,
-                    "subscribers_for_last_30_days": 300000.0,
-                    "created_year": 2013.0,
-                    "created_month": "Mar",
-                    "created_date": 2.0,
-                    "Gross tertiary education enrollment (%)": 51.3,
-                    "Population": 212559417.0,
-                    "Unemployment rate": 12.08,
-                    "Urban_population": 183241641.0,
-                    "Latitude": -14.235004,
-                    "Longitude": -51.92528
-                }
-            },
-            {
-                "scenario_id": "038",
-                "features": {
-                    "rank": 343,
-                    "Youtuber": "The Royalty Family",
-                    "subscribers": 21300000,
-                    "video views": 6269945014.0,
-                    "category": "People & Blogs",
-                    "Title": "The Royalty Family",
-                    "uploads": 733,
-                    "Country": "United States",
-                    "Abbreviation": "US",
-                    "channel_type": "People",
-                    "video_views_rank": 982.0,
-                    "country_rank": 98.0,
-                    "channel_type_rank": 15.0,
-                    "video_views_for_the_last_30_days": 160227000.0,
-                    "lowest_monthly_earnings": 40100.0,
-                    "highest_monthly_earnings": 640900.0,
-                    "lowest_yearly_earnings": 480700.0,
-                    "highest_yearly_earnings": 7700000.0,
-                    "subscribers_for_last_30_days": 200000.0,
-                    "created_year": 2017.0,
-                    "created_month": "Apr",
-                    "created_date": 13.0,
-                    "Gross tertiary education enrollment (%)": 88.2,
-                    "Population": 328239523.0,
-                    "Unemployment rate": 14.7,
-                    "Urban_population": 270663028.0,
-                    "Latitude": 37.09024,
-                    "Longitude": -95.712891
-                }
-            },
-            {
-                "scenario_id": "039",
-                "features": {
-                    "rank": 866,
-                    "Youtuber": "Vogue",
-                    "subscribers": 13300000,
-                    "video views": 4177184071.0,
-                    "category": "Entertainment",
-                    "Title": "Vogue",
-                    "uploads": 3166,
-                    "Country": "United States",
-                    "Abbreviation": "US",
-                    "channel_type": "People",
-                    "video_views_rank": 1789.0,
-                    "country_rank": 167.0,
-                    "channel_type_rank": 54.0,
-                    "video_views_for_the_last_30_days": 45095000.0,
-                    "lowest_monthly_earnings": 11300.0,
-                    "highest_monthly_earnings": 180400.0,
-                    "lowest_yearly_earnings": 135300.0,
-                    "highest_yearly_earnings": 2200000.0,
-                    "subscribers_for_last_30_days": 100000.0,
-                    "created_year": 2008.0,
-                    "created_month": "Jun",
-                    "created_date": 29.0,
-                    "Gross tertiary education enrollment (%)": 88.2,
-                    "Population": 328239523.0,
-                    "Unemployment rate": 14.7,
-                    "Urban_population": 270663028.0,
-                    "Latitude": 37.09024,
-                    "Longitude": -95.712891
-                }
-            },
-            {
-                "scenario_id": "040",
-                "features": {
-                    "rank": 40,
-                    "Youtuber": "Ed Sheeran",
-                    "subscribers": 53500000,
-                    "video views": 30367676736.0,
-                    "category": "Music",
-                    "Title": "Ed Sheeran",
-                    "uploads": 383,
-                    "Country": "United Kingdom",
-                    "Abbreviation": "GB",
-                    "channel_type": "Music",
-                    "video_views_rank": 39.0,
-                    "country_rank": 1.0,
-                    "channel_type_rank": 18.0,
-                    "video_views_for_the_last_30_days": 202720000.0,
-                    "lowest_monthly_earnings": 50700.0,
-                    "highest_monthly_earnings": 810900.0,
-                    "lowest_yearly_earnings": 608200.0,
-                    "highest_yearly_earnings": 9700000.0,
-                    "subscribers_for_last_30_days": 100000.0,
-                    "created_year": 2006.0,
-                    "created_month": "Aug",
-                    "created_date": 8.0,
-                    "Gross tertiary education enrollment (%)": 60.0,
-                    "Population": 66834405.0,
-                    "Unemployment rate": 3.85,
-                    "Urban_population": 55908316.0,
-                    "Latitude": 55.378051,
-                    "Longitude": -3.435973
-                }
-            },
-            {
-                "scenario_id": "041",
-                "features": {
-                    "rank": 642,
-                    "Youtuber": "Roman Atwood Vlogs",
-                    "subscribers": 15400000,
-                    "video views": 5469103954.0,
-                    "category": "People & Blogs",
-                    "Title": "Roman Atwood Vlogs",
-                    "uploads": 1756,
-                    "Country": "United States",
-                    "Abbreviation": "US",
-                    "channel_type": "People",
-                    "video_views_rank": 1201.0,
-                    "country_rank": 147.0,
-                    "channel_type_rank": 42.0,
-                    "video_views_for_the_last_30_days": 1583000.0,
-                    "lowest_monthly_earnings": 396.0,
-                    "highest_monthly_earnings": 6300.0,
-                    "lowest_yearly_earnings": 4700.0,
-                    "highest_yearly_earnings": 76000.0,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2013.0,
-                    "created_month": "Aug",
-                    "created_date": 12.0,
-                    "Gross tertiary education enrollment (%)": 88.2,
-                    "Population": 328239523.0,
-                    "Unemployment rate": 14.7,
-                    "Urban_population": 270663028.0,
-                    "Latitude": 37.09024,
-                    "Longitude": -95.712891
-                }
-            },
-            {
-                "scenario_id": "042",
-                "features": {
-                    "rank": 758,
-                    "Youtuber": "Cyprien",
-                    "subscribers": 14400000,
-                    "video views": 3086254545.0,
-                    "category": "Comedy",
-                    "Title": "Cyprien",
-                    "uploads": 222,
-                    "Country": "France",
-                    "Abbreviation": "FR",
-                    "channel_type": "Comedy",
-                    "video_views_rank": 2767.0,
-                    "country_rank": 2.0,
-                    "channel_type_rank": 32.0,
-                    "video_views_for_the_last_30_days": 11417000.0,
-                    "lowest_monthly_earnings": 2900.0,
-                    "highest_monthly_earnings": 45700.0,
-                    "lowest_yearly_earnings": 34300.0,
-                    "highest_yearly_earnings": 548000.0,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2007.0,
-                    "created_month": "Feb",
-                    "created_date": 25.0,
-                    "Gross tertiary education enrollment (%)": 65.6,
-                    "Population": 67059887.0,
-                    "Unemployment rate": 8.43,
-                    "Urban_population": 54123364.0,
-                    "Latitude": 46.227638,
-                    "Longitude": 2.213749
-                }
-            },
-            {
-                "scenario_id": "043",
-                "features": {
-                    "rank": 945,
-                    "Youtuber": "CaseyNeistat",
-                    "subscribers": 12600000,
-                    "video views": 3152402405.0,
-                    "category": "People & Blogs",
-                    "Title": "CaseyNeistat",
-                    "uploads": 1101,
-                    "Country": "United States",
-                    "Abbreviation": "US",
-                    "channel_type": "People",
-                    "video_views_rank": 2681.0,
-                    "country_rank": 174.0,
-                    "channel_type_rank": 61.0,
-                    "video_views_for_the_last_30_days": 5952000.0,
-                    "lowest_monthly_earnings": 1500.0,
-                    "highest_monthly_earnings": 23800.0,
-                    "lowest_yearly_earnings": 17900.0,
-                    "highest_yearly_earnings": 285700.0,
-                    "subscribers_for_last_30_days": 100000.0,
-                    "created_year": 2010.0,
-                    "created_month": "Feb",
-                    "created_date": 15.0,
-                    "Gross tertiary education enrollment (%)": 88.2,
-                    "Population": 328239523.0,
-                    "Unemployment rate": 14.7,
-                    "Urban_population": 270663028.0,
-                    "Latitude": 37.09024,
-                    "Longitude": -95.712891
-                }
-            },
-            {
-                "scenario_id": "044",
-                "features": {
-                    "rank": 93,
-                    "Youtuber": "Like Nastya ESP",
-                    "subscribers": 37600000,
-                    "video views": 18208196857.0,
-                    "category": "Entertainment",
-                    "Title": "Like Nastya ESP",
-                    "uploads": 743,
-                    "Country": "United States",
-                    "Abbreviation": "US",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 145.0,
-                    "country_rank": 29.0,
-                    "channel_type_rank": 28.0,
-                    "video_views_for_the_last_30_days": 321026000.0,
-                    "lowest_monthly_earnings": 80300.0,
-                    "highest_monthly_earnings": 1300000.0,
-                    "lowest_yearly_earnings": 963100.0,
-                    "highest_yearly_earnings": 15400000.0,
-                    "subscribers_for_last_30_days": 700000.0,
-                    "created_year": 2017.0,
-                    "created_month": "Apr",
-                    "created_date": 22.0,
-                    "Gross tertiary education enrollment (%)": 88.2,
-                    "Population": 328239523.0,
-                    "Unemployment rate": 14.7,
-                    "Urban_population": 270663028.0,
-                    "Latitude": 37.09024,
-                    "Longitude": -95.712891
-                }
-            },
-            {
-                "scenario_id": "045",
-                "features": {
-                    "rank": 829,
-                    "Youtuber": "Wesley Safad�",
-                    "subscribers": 13700000,
-                    "video views": 8134379376.0,
-                    "category": "Music",
-                    "Title": "Wesley Safad�",
-                    "uploads": 438,
-                    "Country": "Brazil",
-                    "Abbreviation": "BR",
-                    "channel_type": "Music",
-                    "video_views_rank": 631.0,
-                    "country_rank": 47.0,
-                    "channel_type_rank": 139.0,
-                    "video_views_for_the_last_30_days": 64059000.0,
-                    "lowest_monthly_earnings": 16000.0,
-                    "highest_monthly_earnings": 256200.0,
-                    "lowest_yearly_earnings": 192200.0,
-                    "highest_yearly_earnings": 3100000.0,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2009.0,
-                    "created_month": "Jun",
-                    "created_date": 21.0,
-                    "Gross tertiary education enrollment (%)": 51.3,
-                    "Population": 212559417.0,
-                    "Unemployment rate": 12.08,
-                    "Urban_population": 183241641.0,
-                    "Latitude": -14.235004,
-                    "Longitude": -51.92528
-                }
-            },
-            {
-                "scenario_id": "046",
-                "features": {
-                    "rank": 578,
-                    "Youtuber": "Pitbull",
-                    "subscribers": 16300000,
-                    "video views": 12475714382.0,
-                    "category": "Music",
-                    "Title": "Pitbull",
-                    "uploads": 352,
-                    "Country": "United States",
-                    "Abbreviation": "US",
-                    "channel_type": "Music",
-                    "video_views_rank": 308.0,
-                    "country_rank": 139.0,
-                    "channel_type_rank": 117.0,
-                    "video_views_for_the_last_30_days": 88004000.0,
-                    "lowest_monthly_earnings": 22000.0,
-                    "highest_monthly_earnings": 352000.0,
-                    "lowest_yearly_earnings": 264000.0,
-                    "highest_yearly_earnings": 4200000.0,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2006.0,
-                    "created_month": "Jul",
-                    "created_date": 5.0,
-                    "Gross tertiary education enrollment (%)": 88.2,
-                    "Population": 328239523.0,
-                    "Unemployment rate": 14.7,
-                    "Urban_population": 270663028.0,
-                    "Latitude": 37.09024,
-                    "Longitude": -95.712891
-                }
-            },
-            {
-                "scenario_id": "047",
-                "features": {
-                    "rank": 331,
-                    "Youtuber": "Netflix India",
-                    "subscribers": 21800000,
-                    "video views": 7780934187.0,
-                    "category": "People & Blogs",
-                    "Title": "NETFLIX INDIA",
-                    "uploads": 1,
-                    "Country": null,
-                    "Abbreviation": null,
-                    "channel_type": "People",
-                    "video_views_rank": 4052308.0,
-                    "country_rank": null,
-                    "channel_type_rank": 7665.0,
-                    "video_views_for_the_last_30_days": 408.0,
-                    "lowest_monthly_earnings": 0.0,
-                    "highest_monthly_earnings": 0.0,
-                    "lowest_yearly_earnings": 0.0,
-                    "highest_yearly_earnings": 0.0,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2017.0,
-                    "created_month": "Sep",
-                    "created_date": 24.0,
-                    "Gross tertiary education enrollment (%)": null,
-                    "Population": null,
-                    "Unemployment rate": null,
-                    "Urban_population": null,
-                    "Latitude": null,
-                    "Longitude": null
-                }
-            },
-            {
-                "scenario_id": "048",
-                "features": {
-                    "rank": 920,
-                    "Youtuber": "EnriqueIglesiasVEVO",
-                    "subscribers": 12900000,
-                    "video views": 15446707595.0,
-                    "category": "Music",
-                    "Title": "EnriqueIglesiasVEVO",
-                    "uploads": 137,
-                    "Country": "United States",
-                    "Abbreviation": "US",
-                    "channel_type": "Music",
-                    "video_views_rank": 210.0,
-                    "country_rank": 171.0,
-                    "channel_type_rank": 145.0,
-                    "video_views_for_the_last_30_days": 75773000.0,
-                    "lowest_monthly_earnings": 18900.0,
-                    "highest_monthly_earnings": 303100.0,
-                    "lowest_yearly_earnings": 227300.0,
-                    "highest_yearly_earnings": 3600000.0,
-                    "subscribers_for_last_30_days": 100000.0,
-                    "created_year": 2009.0,
-                    "created_month": "May",
-                    "created_date": 12.0,
-                    "Gross tertiary education enrollment (%)": 88.2,
-                    "Population": 328239523.0,
-                    "Unemployment rate": 14.7,
-                    "Urban_population": 270663028.0,
-                    "Latitude": 37.09024,
-                    "Longitude": -95.712891
-                }
-            },
-            {
-                "scenario_id": "049",
-                "features": {
-                    "rank": 210,
-                    "Youtuber": "WORLDSTARHIPHOP",
-                    "subscribers": 26500000,
-                    "video views": 20358117330.0,
-                    "category": "Music",
-                    "Title": "WORLDSTARHIPHOP",
-                    "uploads": 6873,
-                    "Country": "United States",
-                    "Abbreviation": "US",
-                    "channel_type": "Music",
-                    "video_views_rank": 117.0,
-                    "country_rank": 63.0,
-                    "channel_type_rank": 65.0,
-                    "video_views_for_the_last_30_days": 89098000.0,
-                    "lowest_monthly_earnings": 22300.0,
-                    "highest_monthly_earnings": 356400.0,
-                    "lowest_yearly_earnings": 267300.0,
-                    "highest_yearly_earnings": 4300000.0,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2008.0,
-                    "created_month": "Nov",
-                    "created_date": 8.0,
-                    "Gross tertiary education enrollment (%)": 88.2,
-                    "Population": 328239523.0,
-                    "Unemployment rate": 14.7,
-                    "Urban_population": 270663028.0,
-                    "Latitude": 37.09024,
-                    "Longitude": -95.712891
-                }
-            },
-            {
-                "scenario_id": "050",
-                "features": {
-                    "rank": 152,
-                    "Youtuber": "YOLO AVENTURAS",
-                    "subscribers": 31200000,
-                    "video views": 9673649438.0,
-                    "category": "People & Blogs",
-                    "Title": "YOLO AVENTURAS",
-                    "uploads": 65,
-                    "Country": "Venezuela",
-                    "Abbreviation": "VE",
-                    "channel_type": "Comedy",
-                    "video_views_rank": 3361188.0,
-                    "country_rank": 522.0,
-                    "channel_type_rank": 2270.0,
-                    "video_views_for_the_last_30_days": 3589.0,
-                    "lowest_monthly_earnings": 0.9,
-                    "highest_monthly_earnings": 14.0,
-                    "lowest_yearly_earnings": 11.0,
-                    "highest_yearly_earnings": 172.0,
-                    "subscribers_for_last_30_days": 100.0,
-                    "created_year": 2018.0,
-                    "created_month": "Dec",
-                    "created_date": 16.0,
-                    "Gross tertiary education enrollment (%)": 79.3,
-                    "Population": 28515829.0,
-                    "Unemployment rate": 8.8,
-                    "Urban_population": 25162368.0,
-                    "Latitude": 6.42375,
-                    "Longitude": -66.58973
-                }
-            },
-            {
-                "scenario_id": "051",
-                "features": {
-                    "rank": 701,
-                    "Youtuber": "ýýýýýý",
-                    "subscribers": 14900000,
-                    "video views": 439098.0,
-                    "category": "People & Blogs",
-                    "Title": "ýýýýýý",
-                    "uploads": 1,
-                    "Country": "Russia",
-                    "Abbreviation": "RU",
-                    "channel_type": "News",
-                    "video_views_rank": 3609784.0,
-                    "country_rank": 10.0,
-                    "channel_type_rank": 19.0,
-                    "video_views_for_the_last_30_days": 7697.0,
-                    "lowest_monthly_earnings": 2.0,
-                    "highest_monthly_earnings": 31.0,
-                    "lowest_yearly_earnings": 23.0,
-                    "highest_yearly_earnings": 369.0,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2008.0,
-                    "created_month": "Aug",
-                    "created_date": 11.0,
-                    "Gross tertiary education enrollment (%)": 81.9,
-                    "Population": 144373535.0,
-                    "Unemployment rate": 4.59,
-                    "Urban_population": 107683889.0,
-                    "Latitude": 61.52401,
-                    "Longitude": 105.318756
-                }
-            },
-            {
-                "scenario_id": "052",
-                "features": {
-                    "rank": 795,
-                    "Youtuber": "TV Ana Emilia",
-                    "subscribers": 14000000,
-                    "video views": 4674164601.0,
-                    "category": "People & Blogs",
-                    "Title": "TV Ana Emilia",
-                    "uploads": 651,
-                    "Country": "Mexico",
-                    "Abbreviation": "MX",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 1504.0,
-                    "country_rank": 29.0,
-                    "channel_type_rank": 156.0,
-                    "video_views_for_the_last_30_days": 26783000.0,
-                    "lowest_monthly_earnings": 6700.0,
-                    "highest_monthly_earnings": 107100.0,
-                    "lowest_yearly_earnings": 80300.0,
-                    "highest_yearly_earnings": 1300000.0,
-                    "subscribers_for_last_30_days": 100000.0,
-                    "created_year": 2014.0,
-                    "created_month": "Dec",
-                    "created_date": 30.0,
-                    "Gross tertiary education enrollment (%)": 40.2,
-                    "Population": 126014024.0,
-                    "Unemployment rate": 3.42,
-                    "Urban_population": 102626859.0,
-                    "Latitude": 23.634501,
-                    "Longitude": -102.552784
-                }
-            },
-            {
-                "scenario_id": "053",
-                "features": {
-                    "rank": 176,
-                    "Youtuber": "Zhong",
-                    "subscribers": 29200000,
-                    "video views": 14727238483.0,
-                    "category": "Entertainment",
-                    "Title": "Zhong",
-                    "uploads": 1513,
-                    "Country": "United States",
-                    "Abbreviation": "US",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 230.0,
-                    "country_rank": 51.0,
-                    "channel_type_rank": 48.0,
-                    "video_views_for_the_last_30_days": 180519000.0,
-                    "lowest_monthly_earnings": 0.0,
-                    "highest_monthly_earnings": 0.0,
-                    "lowest_yearly_earnings": 0.0,
-                    "highest_yearly_earnings": 0.0,
-                    "subscribers_for_last_30_days": 1000000.0,
-                    "created_year": 2015.0,
-                    "created_month": "Jan",
-                    "created_date": 19.0,
-                    "Gross tertiary education enrollment (%)": 88.2,
-                    "Population": 328239523.0,
-                    "Unemployment rate": 14.7,
-                    "Urban_population": 270663028.0,
-                    "Latitude": 37.09024,
-                    "Longitude": -95.712891
-                }
-            },
-            {
-                "scenario_id": "054",
-                "features": {
-                    "rank": 181,
-                    "Youtuber": "Aditya Music India",
-                    "subscribers": 28500000,
-                    "video views": 25857994495.0,
-                    "category": "Music",
-                    "Title": "Aditya Music",
-                    "uploads": 0,
-                    "Country": null,
-                    "Abbreviation": null,
-                    "channel_type": "Music",
-                    "video_views_rank": 4057944.0,
-                    "country_rank": null,
-                    "channel_type_rank": 4721.0,
-                    "video_views_for_the_last_30_days": null,
-                    "lowest_monthly_earnings": 0.0,
-                    "highest_monthly_earnings": 0.0,
-                    "lowest_yearly_earnings": 0.0,
-                    "highest_yearly_earnings": 0.0,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2010.0,
-                    "created_month": "Dec",
-                    "created_date": 16.0,
-                    "Gross tertiary education enrollment (%)": null,
-                    "Population": null,
-                    "Unemployment rate": null,
-                    "Urban_population": null,
-                    "Latitude": null,
-                    "Longitude": null
-                }
-            },
-            {
-                "scenario_id": "055",
-                "features": {
-                    "rank": 8,
-                    "Youtuber": "PewDiePie",
-                    "subscribers": 111000000,
-                    "video views": 29058044447.0,
-                    "category": "Gaming",
-                    "Title": "PewDiePie",
-                    "uploads": 4716,
-                    "Country": "Japan",
-                    "Abbreviation": "JP",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 44.0,
-                    "country_rank": 1.0,
-                    "channel_type_rank": 4.0,
-                    "video_views_for_the_last_30_days": 39184000.0,
-                    "lowest_monthly_earnings": 9800.0,
-                    "highest_monthly_earnings": 156700.0,
-                    "lowest_yearly_earnings": 117600.0,
-                    "highest_yearly_earnings": 1900000.0,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2010.0,
-                    "created_month": "Apr",
-                    "created_date": 29.0,
-                    "Gross tertiary education enrollment (%)": 63.2,
-                    "Population": 126226568.0,
-                    "Unemployment rate": 2.29,
-                    "Urban_population": 115782416.0,
-                    "Latitude": 36.204824,
-                    "Longitude": 138.252924
-                }
-            },
-            {
-                "scenario_id": "056",
-                "features": {
-                    "rank": 963,
-                    "Youtuber": "Family Fitness",
-                    "subscribers": 12500000,
-                    "video views": 10384848759.0,
-                    "category": "Entertainment",
-                    "Title": "Family Fitness",
-                    "uploads": 1699,
-                    "Country": "India",
-                    "Abbreviation": "IN",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 413.0,
-                    "country_rank": 123.0,
-                    "channel_type_rank": 171.0,
-                    "video_views_for_the_last_30_days": 235715000.0,
-                    "lowest_monthly_earnings": 58900.0,
-                    "highest_monthly_earnings": 942900.0,
-                    "lowest_yearly_earnings": 707100.0,
-                    "highest_yearly_earnings": 11300000.0,
-                    "subscribers_for_last_30_days": 400000.0,
-                    "created_year": 2017.0,
-                    "created_month": "Jan",
-                    "created_date": 18.0,
-                    "Gross tertiary education enrollment (%)": 28.1,
-                    "Population": 1366417754.0,
-                    "Unemployment rate": 5.36,
-                    "Urban_population": 471031528.0,
-                    "Latitude": 20.593684,
-                    "Longitude": 78.96288
-                }
-            },
-            {
-                "scenario_id": "057",
-                "features": {
-                    "rank": 60,
-                    "Youtuber": "whinderssonnunes",
-                    "subscribers": 44200000,
-                    "video views": 4274709210.0,
-                    "category": "Comedy",
-                    "Title": "whinderssonnunes",
-                    "uploads": 558,
-                    "Country": "Brazil",
-                    "Abbreviation": "BR",
-                    "channel_type": "Comedy",
-                    "video_views_rank": 1741.0,
-                    "country_rank": 4.0,
-                    "channel_type_rank": 1.0,
-                    "video_views_for_the_last_30_days": 26683000.0,
-                    "lowest_monthly_earnings": 6700.0,
-                    "highest_monthly_earnings": 106700.0,
-                    "lowest_yearly_earnings": 80100.0,
-                    "highest_yearly_earnings": 1300000.0,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2013.0,
-                    "created_month": "Jan",
-                    "created_date": 21.0,
-                    "Gross tertiary education enrollment (%)": 51.3,
-                    "Population": 212559417.0,
-                    "Unemployment rate": 12.08,
-                    "Urban_population": 183241641.0,
-                    "Latitude": -14.235004,
-                    "Longitude": -51.92528
-                }
-            },
-            {
-                "scenario_id": "058",
-                "features": {
-                    "rank": 175,
-                    "Youtuber": "Maluma",
-                    "subscribers": 29300000,
-                    "video views": 21226945136.0,
-                    "category": "Music",
-                    "Title": "MaLuMa",
-                    "uploads": 14,
-                    "Country": "Argentina",
-                    "Abbreviation": "AR",
-                    "channel_type": "People",
-                    "video_views_rank": 4051498.0,
-                    "country_rank": 3624.0,
-                    "channel_type_rank": 7658.0,
-                    "video_views_for_the_last_30_days": 15.0,
-                    "lowest_monthly_earnings": 0.0,
-                    "highest_monthly_earnings": 0.06,
-                    "lowest_yearly_earnings": 0.05,
-                    "highest_yearly_earnings": 0.72,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2015.0,
-                    "created_month": "Oct",
-                    "created_date": 31.0,
-                    "Gross tertiary education enrollment (%)": 90.0,
-                    "Population": 44938712.0,
-                    "Unemployment rate": 9.79,
-                    "Urban_population": 41339571.0,
-                    "Latitude": -38.416097,
-                    "Longitude": -63.616672
-                }
-            },
-            {
-                "scenario_id": "059",
-                "features": {
-                    "rank": 985,
-                    "Youtuber": "bharatzkitchen HINDI",
-                    "subscribers": 12400000,
-                    "video views": 2315226648.0,
-                    "category": "Howto & Style",
-                    "Title": "bharatzkitchen HINDI",
-                    "uploads": 729,
-                    "Country": "India",
-                    "Abbreviation": "IN",
-                    "channel_type": "Howto",
-                    "video_views_rank": 4042.0,
-                    "country_rank": 124.0,
-                    "channel_type_rank": 38.0,
-                    "video_views_for_the_last_30_days": 30968000.0,
-                    "lowest_monthly_earnings": 7700.0,
-                    "highest_monthly_earnings": 123900.0,
-                    "lowest_yearly_earnings": 92900.0,
-                    "highest_yearly_earnings": 1500000.0,
-                    "subscribers_for_last_30_days": 100000.0,
-                    "created_year": 2016.0,
-                    "created_month": "Aug",
-                    "created_date": 10.0,
-                    "Gross tertiary education enrollment (%)": 28.1,
-                    "Population": 1366417754.0,
-                    "Unemployment rate": 5.36,
-                    "Urban_population": 471031528.0,
-                    "Latitude": 20.593684,
-                    "Longitude": 78.96288
-                }
-            },
-            {
-                "scenario_id": "060",
-                "features": {
-                    "rank": 373,
-                    "Youtuber": "Mnet K-POP",
-                    "subscribers": 20500000,
-                    "video views": 15038593883.0,
-                    "category": "Entertainment",
-                    "Title": "Mnet K-POP",
-                    "uploads": 33229,
-                    "Country": "South Korea",
-                    "Abbreviation": "KR",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 220.0,
-                    "country_rank": 7.0,
-                    "channel_type_rank": 99.0,
-                    "video_views_for_the_last_30_days": 158540000.0,
-                    "lowest_monthly_earnings": 39600.0,
-                    "highest_monthly_earnings": 634200.0,
-                    "lowest_yearly_earnings": 475600.0,
-                    "highest_yearly_earnings": 7600000.0,
-                    "subscribers_for_last_30_days": 100000.0,
-                    "created_year": 2006.0,
-                    "created_month": "Mar",
-                    "created_date": 9.0,
-                    "Gross tertiary education enrollment (%)": 94.3,
-                    "Population": 51709098.0,
-                    "Unemployment rate": 4.15,
-                    "Urban_population": 42106719.0,
-                    "Latitude": 35.907757,
-                    "Longitude": 127.766922
-                }
-            },
-            {
-                "scenario_id": "061",
-                "features": {
-                    "rank": 169,
-                    "Youtuber": "Little Angel: Nursery Rhymes & Kids Songs",
-                    "subscribers": 30100000,
-                    "video views": 22593193994.0,
-                    "category": "Education",
-                    "Title": "Little Angel: Nursery Rhymes & Kids Songs",
-                    "uploads": 1349,
-                    "Country": "United States",
-                    "Abbreviation": "US",
-                    "channel_type": "Education",
-                    "video_views_rank": 95.0,
-                    "country_rank": 49.0,
-                    "channel_type_rank": 12.0,
-                    "video_views_for_the_last_30_days": 107525000.0,
-                    "lowest_monthly_earnings": 26900.0,
-                    "highest_monthly_earnings": 430100.0,
-                    "lowest_yearly_earnings": 322600.0,
-                    "highest_yearly_earnings": 5200000.0,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2015.0,
-                    "created_month": "Dec",
-                    "created_date": 14.0,
-                    "Gross tertiary education enrollment (%)": 88.2,
-                    "Population": 328239523.0,
-                    "Unemployment rate": 14.7,
-                    "Urban_population": 270663028.0,
-                    "Latitude": 37.09024,
-                    "Longitude": -95.712891
-                }
-            },
-            {
-                "scenario_id": "063",
-                "features": {
-                    "rank": 414,
-                    "Youtuber": "SCTV",
-                    "subscribers": 19700000,
-                    "video views": 9808676159.0,
-                    "category": "Entertainment",
-                    "Title": "SCTV",
-                    "uploads": 267,
-                    "Country": "United Kingdom",
-                    "Abbreviation": "GB",
-                    "channel_type": "Music",
-                    "video_views_rank": 2831648.0,
-                    "country_rank": 3695.0,
-                    "channel_type_rank": 4668.0,
-                    "video_views_for_the_last_30_days": 336.0,
-                    "lowest_monthly_earnings": 0.08,
-                    "highest_monthly_earnings": 1.0,
-                    "lowest_yearly_earnings": 1.0,
-                    "highest_yearly_earnings": 16.0,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2006.0,
-                    "created_month": "Mar",
-                    "created_date": 25.0,
-                    "Gross tertiary education enrollment (%)": 60.0,
-                    "Population": 66834405.0,
-                    "Unemployment rate": 3.85,
-                    "Urban_population": 55908316.0,
-                    "Latitude": 55.378051,
-                    "Longitude": -3.435973
-                }
-            },
-            {
-                "scenario_id": "064",
-                "features": {
-                    "rank": 900,
-                    "Youtuber": "DJ Khaled",
-                    "subscribers": 13100000,
-                    "video views": 6637820731.0,
-                    "category": "Music",
-                    "Title": "DjKhaled",
-                    "uploads": 12,
-                    "Country": "Samoa",
-                    "Abbreviation": "WS",
-                    "channel_type": "Music",
-                    "video_views_rank": 3967392.0,
-                    "country_rank": 81.0,
-                    "channel_type_rank": 5659.0,
-                    "video_views_for_the_last_30_days": 379.0,
-                    "lowest_monthly_earnings": 0.09,
-                    "highest_monthly_earnings": 2.0,
-                    "lowest_yearly_earnings": 1.0,
-                    "highest_yearly_earnings": 18.0,
-                    "subscribers_for_last_30_days": 3.0,
-                    "created_year": 2006.0,
-                    "created_month": "May",
-                    "created_date": 27.0,
-                    "Gross tertiary education enrollment (%)": 7.6,
-                    "Population": 202506.0,
-                    "Unemployment rate": 8.36,
-                    "Urban_population": 35588.0,
-                    "Latitude": -13.759029,
-                    "Longitude": -172.104629
-                }
-            },
-            {
-                "scenario_id": "065",
-                "features": {
-                    "rank": 468,
-                    "Youtuber": "IShowSpeed",
-                    "subscribers": 18300000,
-                    "video views": 1556003039.0,
-                    "category": "Gaming",
-                    "Title": "IShowSpeed",
-                    "uploads": 1324,
-                    "Country": "United States",
-                    "Abbreviation": "US",
-                    "channel_type": "Games",
-                    "video_views_rank": 6734.0,
-                    "country_rank": 120.0,
-                    "channel_type_rank": 33.0,
-                    "video_views_for_the_last_30_days": 140261000.0,
-                    "lowest_monthly_earnings": 35100.0,
-                    "highest_monthly_earnings": 561000.0,
-                    "lowest_yearly_earnings": 420800.0,
-                    "highest_yearly_earnings": 6700000.0,
-                    "subscribers_for_last_30_days": 800000.0,
-                    "created_year": 2016.0,
-                    "created_month": "Mar",
-                    "created_date": 21.0,
-                    "Gross tertiary education enrollment (%)": 88.2,
-                    "Population": 328239523.0,
-                    "Unemployment rate": 14.7,
-                    "Urban_population": 270663028.0,
-                    "Latitude": 37.09024,
-                    "Longitude": -95.712891
-                }
-            },
-            {
-                "scenario_id": "066",
-                "features": {
-                    "rank": 166,
-                    "Youtuber": "ýýýýýýýý ýýýýýýýý ýýýýýýýýýý | toyoraljanahtv",
-                    "subscribers": 30200000,
-                    "video views": 27684955537.0,
-                    "category": "Entertainment",
-                    "Title": "ýýýýýýýý ýýýýýýýý ýýýýýýýýýý | toyoraljanahtv",
-                    "uploads": 3254,
-                    "Country": "Jordan",
-                    "Abbreviation": "JO",
-                    "channel_type": "Music",
-                    "video_views_rank": 51.0,
-                    "country_rank": 1.0,
-                    "channel_type_rank": 52.0,
-                    "video_views_for_the_last_30_days": 116434000.0,
-                    "lowest_monthly_earnings": 29100.0,
-                    "highest_monthly_earnings": 465700.0,
-                    "lowest_yearly_earnings": 349300.0,
-                    "highest_yearly_earnings": 5600000.0,
-                    "subscribers_for_last_30_days": 100000.0,
-                    "created_year": 2008.0,
-                    "created_month": "Nov",
-                    "created_date": 24.0,
-                    "Gross tertiary education enrollment (%)": 34.4,
-                    "Population": 10101694.0,
-                    "Unemployment rate": 14.72,
-                    "Urban_population": 9213048.0,
-                    "Latitude": 30.585164,
-                    "Longitude": 36.238414
-                }
-            },
-            {
-                "scenario_id": "068",
-                "features": {
-                    "rank": 481,
-                    "Youtuber": "Sebasti���",
-                    "subscribers": 18000000,
-                    "video views": 10463166404.0,
-                    "category": "News & Politics",
-                    "Title": "Sebasti���",
-                    "uploads": 237,
-                    "Country": "United States",
-                    "Abbreviation": "US",
-                    "channel_type": "Music",
-                    "video_views_rank": 406.0,
-                    "country_rank": 124.0,
-                    "channel_type_rank": 105.0,
-                    "video_views_for_the_last_30_days": 110776000.0,
-                    "lowest_monthly_earnings": 27700.0,
-                    "highest_monthly_earnings": 443100.0,
-                    "lowest_yearly_earnings": 332300.0,
-                    "highest_yearly_earnings": 5300000.0,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2013.0,
-                    "created_month": "Mar",
-                    "created_date": 30.0,
-                    "Gross tertiary education enrollment (%)": 88.2,
-                    "Population": 328239523.0,
-                    "Unemployment rate": 14.7,
-                    "Urban_population": 270663028.0,
-                    "Latitude": 37.09024,
-                    "Longitude": -95.712891
-                }
-            },
-            {
-                "scenario_id": "069",
-                "features": {
-                    "rank": 102,
-                    "Youtuber": "YouTube",
-                    "subscribers": 36300000,
-                    "video views": 3010784935.0,
-                    "category": "News & Politics",
-                    "Title": "YouTube",
-                    "uploads": 744,
-                    "Country": "United States",
-                    "Abbreviation": "US",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 2860.0,
-                    "country_rank": 32.0,
-                    "channel_type_rank": 5.0,
-                    "video_views_for_the_last_30_days": 21103000.0,
-                    "lowest_monthly_earnings": 5300.0,
-                    "highest_monthly_earnings": 84400.0,
-                    "lowest_yearly_earnings": 63300.0,
-                    "highest_yearly_earnings": 1000000.0,
-                    "subscribers_for_last_30_days": 300000.0,
-                    "created_year": 1970.0,
-                    "created_month": "Jan",
-                    "created_date": 1.0,
-                    "Gross tertiary education enrollment (%)": 88.2,
-                    "Population": 328239523.0,
-                    "Unemployment rate": 14.7,
-                    "Urban_population": 270663028.0,
-                    "Latitude": 37.09024,
-                    "Longitude": -95.712891
-                }
-            },
-            {
-                "scenario_id": "070",
-                "features": {
-                    "rank": 253,
-                    "Youtuber": "Amit Bhadana",
-                    "subscribers": 24300000,
-                    "video views": 2380248899.0,
-                    "category": "Entertainment",
-                    "Title": "Amit Bhadana",
-                    "uploads": 17,
-                    "Country": null,
-                    "Abbreviation": null,
-                    "channel_type": "People",
-                    "video_views_rank": 4054185.0,
-                    "country_rank": null,
-                    "channel_type_rank": 7710.0,
-                    "video_views_for_the_last_30_days": 5.0,
-                    "lowest_monthly_earnings": 0.0,
-                    "highest_monthly_earnings": 0.02,
-                    "lowest_yearly_earnings": 0.02,
-                    "highest_yearly_earnings": 0.24,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2009.0,
-                    "created_month": "Dec",
-                    "created_date": 31.0,
-                    "Gross tertiary education enrollment (%)": null,
-                    "Population": null,
-                    "Unemployment rate": null,
-                    "Urban_population": null,
-                    "Latitude": null,
-                    "Longitude": null
-                }
-            },
-            {
-                "scenario_id": "071",
-                "features": {
-                    "rank": 403,
-                    "Youtuber": "Gordon Ramsay",
-                    "subscribers": 20000000,
-                    "video views": 3875172235.0,
-                    "category": "Entertainment",
-                    "Title": "Gordon Ramsay",
-                    "uploads": 1527,
-                    "Country": "United Kingdom",
-                    "Abbreviation": "GB",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 2001.0,
-                    "country_rank": 16.0,
-                    "channel_type_rank": 104.0,
-                    "video_views_for_the_last_30_days": 39228000.0,
-                    "lowest_monthly_earnings": 9800.0,
-                    "highest_monthly_earnings": 156900.0,
-                    "lowest_yearly_earnings": 117700.0,
-                    "highest_yearly_earnings": 1900000.0,
-                    "subscribers_for_last_30_days": 200000.0,
-                    "created_year": 2006.0,
-                    "created_month": "Apr",
-                    "created_date": 29.0,
-                    "Gross tertiary education enrollment (%)": 60.0,
-                    "Population": 66834405.0,
-                    "Unemployment rate": 3.85,
-                    "Urban_population": 55908316.0,
-                    "Latitude": 55.378051,
-                    "Longitude": -3.435973
-                }
-            },
-            {
-                "scenario_id": "072",
-                "features": {
-                    "rank": 832,
-                    "Youtuber": "Acenix",
-                    "subscribers": 13600000,
-                    "video views": 2122062016.0,
-                    "category": "Gaming",
-                    "Title": "Acenix",
-                    "uploads": 368,
-                    "Country": "Spain",
-                    "Abbreviation": "ES",
-                    "channel_type": "Games",
-                    "video_views_rank": 4572.0,
-                    "country_rank": 16.0,
-                    "channel_type_rank": 60.0,
-                    "video_views_for_the_last_30_days": 47436000.0,
-                    "lowest_monthly_earnings": 11900.0,
-                    "highest_monthly_earnings": 189700.0,
-                    "lowest_yearly_earnings": 142300.0,
-                    "highest_yearly_earnings": 2300000.0,
-                    "subscribers_for_last_30_days": 200000.0,
-                    "created_year": 2014.0,
-                    "created_month": "Jan",
-                    "created_date": 2.0,
-                    "Gross tertiary education enrollment (%)": 88.9,
-                    "Population": 47076781.0,
-                    "Unemployment rate": 13.96,
-                    "Urban_population": 37927409.0,
-                    "Latitude": 40.463667,
-                    "Longitude": -3.74922
-                }
-            },
-            {
-                "scenario_id": "073",
-                "features": {
-                    "rank": 879,
-                    "Youtuber": "Sonotek Bhakti",
-                    "subscribers": 13200000,
-                    "video views": 3789736218.0,
-                    "category": "Entertainment",
-                    "Title": "Sonotek Bhakti",
-                    "uploads": 8019,
-                    "Country": "India",
-                    "Abbreviation": "IN",
-                    "channel_type": "Music",
-                    "video_views_rank": 2063.0,
-                    "country_rank": 118.0,
-                    "channel_type_rank": 142.0,
-                    "video_views_for_the_last_30_days": 25321000.0,
-                    "lowest_monthly_earnings": 6300.0,
-                    "highest_monthly_earnings": 101300.0,
-                    "lowest_yearly_earnings": 76000.0,
-                    "highest_yearly_earnings": 1200000.0,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2010.0,
-                    "created_month": "Dec",
-                    "created_date": 27.0,
-                    "Gross tertiary education enrollment (%)": 28.1,
-                    "Population": 1366417754.0,
-                    "Unemployment rate": 5.36,
-                    "Urban_population": 471031528.0,
-                    "Latitude": 20.593684,
-                    "Longitude": 78.96288
-                }
-            },
-            {
-                "scenario_id": "074",
-                "features": {
-                    "rank": 957,
-                    "Youtuber": "M����",
-                    "subscribers": 12500000,
-                    "video views": 3140883140.0,
-                    "category": "Travel & Events",
-                    "Title": "M����",
-                    "uploads": 766,
-                    "Country": "Mexico",
-                    "Abbreviation": "MX",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 2691.0,
-                    "country_rank": 33.0,
-                    "channel_type_rank": 171.0,
-                    "video_views_for_the_last_30_days": 31007000.0,
-                    "lowest_monthly_earnings": 7800.0,
-                    "highest_monthly_earnings": 124000.0,
-                    "lowest_yearly_earnings": 93000.0,
-                    "highest_yearly_earnings": 1500000.0,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2015.0,
-                    "created_month": "Jul",
-                    "created_date": 6.0,
-                    "Gross tertiary education enrollment (%)": 40.2,
-                    "Population": 126014024.0,
-                    "Unemployment rate": 3.42,
-                    "Urban_population": 102626859.0,
-                    "Latitude": 23.634501,
-                    "Longitude": -102.552784
-                }
-            },
-            {
-                "scenario_id": "075",
-                "features": {
-                    "rank": 803,
-                    "Youtuber": "Jazzghost",
-                    "subscribers": 13900000,
-                    "video views": 5673347763.0,
-                    "category": "Gaming",
-                    "Title": "Jazzghost",
-                    "uploads": 5494,
-                    "Country": "Brazil",
-                    "Abbreviation": "BR",
-                    "channel_type": "Games",
-                    "video_views_rank": 1140.0,
-                    "country_rank": 46.0,
-                    "channel_type_rank": 57.0,
-                    "video_views_for_the_last_30_days": 106718000.0,
-                    "lowest_monthly_earnings": 26700.0,
-                    "highest_monthly_earnings": 426900.0,
-                    "lowest_yearly_earnings": 320200.0,
-                    "highest_yearly_earnings": 5100000.0,
-                    "subscribers_for_last_30_days": 100000.0,
-                    "created_year": 2012.0,
-                    "created_month": "Aug",
-                    "created_date": 30.0,
-                    "Gross tertiary education enrollment (%)": 51.3,
-                    "Population": 212559417.0,
-                    "Unemployment rate": 12.08,
-                    "Urban_population": 183241641.0,
-                    "Latitude": -14.235004,
-                    "Longitude": -51.92528
-                }
-            },
-            {
-                "scenario_id": "076",
-                "features": {
-                    "rank": 491,
-                    "Youtuber": "Jason Derulo",
-                    "subscribers": 17900000,
-                    "video views": 9887116267.0,
-                    "category": "Music",
-                    "Title": "Jason Derulo",
-                    "uploads": 830,
-                    "Country": "United States",
-                    "Abbreviation": "US",
-                    "channel_type": "Music",
-                    "video_views_rank": 446.0,
-                    "country_rank": 124.0,
-                    "channel_type_rank": 105.0,
-                    "video_views_for_the_last_30_days": 447891000.0,
-                    "lowest_monthly_earnings": 112000.0,
-                    "highest_monthly_earnings": 1800000.0,
-                    "lowest_yearly_earnings": 1300000.0,
-                    "highest_yearly_earnings": 21500000.0,
-                    "subscribers_for_last_30_days": 400000.0,
-                    "created_year": 2008.0,
-                    "created_month": "Jul",
-                    "created_date": 21.0,
-                    "Gross tertiary education enrollment (%)": 88.2,
-                    "Population": 328239523.0,
-                    "Unemployment rate": 14.7,
-                    "Urban_population": 270663028.0,
-                    "Latitude": 37.09024,
-                    "Longitude": -95.712891
-                }
-            },
-            {
-                "scenario_id": "078",
-                "features": {
-                    "rank": 941,
-                    "Youtuber": "Piuzinho",
-                    "subscribers": 12700000,
-                    "video views": 1081285962.0,
-                    "category": "Gaming",
-                    "Title": "Piuzinho",
-                    "uploads": 504,
-                    "Country": "Brazil",
-                    "Abbreviation": "BR",
-                    "channel_type": "Games",
-                    "video_views_rank": 10642.0,
-                    "country_rank": 53.0,
-                    "channel_type_rank": 67.0,
-                    "video_views_for_the_last_30_days": 3619000.0,
-                    "lowest_monthly_earnings": 905.0,
-                    "highest_monthly_earnings": 14500.0,
-                    "lowest_yearly_earnings": 10900.0,
-                    "highest_yearly_earnings": 173700.0,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2015.0,
-                    "created_month": "May",
-                    "created_date": 13.0,
-                    "Gross tertiary education enrollment (%)": 51.3,
-                    "Population": 212559417.0,
-                    "Unemployment rate": 12.08,
-                    "Urban_population": 183241641.0,
-                    "Latitude": -14.235004,
-                    "Longitude": -51.92528
-                }
-            },
-            {
-                "scenario_id": "079",
-                "features": {
-                    "rank": 98,
-                    "Youtuber": "Bruno Mars",
-                    "subscribers": 36700000,
-                    "video views": 19378155425.0,
-                    "category": "Music",
-                    "Title": "Bruno Mars",
-                    "uploads": 99,
-                    "Country": "United States",
-                    "Abbreviation": "US",
-                    "channel_type": "Music",
-                    "video_views_rank": 134.0,
-                    "country_rank": 30.0,
-                    "channel_type_rank": 34.0,
-                    "video_views_for_the_last_30_days": 175243000.0,
-                    "lowest_monthly_earnings": 43800.0,
-                    "highest_monthly_earnings": 701000.0,
-                    "lowest_yearly_earnings": 525700.0,
-                    "highest_yearly_earnings": 8400000.0,
-                    "subscribers_for_last_30_days": 200000.0,
-                    "created_year": 2006.0,
-                    "created_month": "Sep",
-                    "created_date": 19.0,
-                    "Gross tertiary education enrollment (%)": 88.2,
-                    "Population": 328239523.0,
-                    "Unemployment rate": 14.7,
-                    "Urban_population": 270663028.0,
-                    "Latitude": 37.09024,
-                    "Longitude": -95.712891
-                }
-            },
-            {
-                "scenario_id": "081",
-                "features": {
-                    "rank": 19,
-                    "Youtuber": "Sports",
-                    "subscribers": 75000000,
-                    "video views": 0.0,
-                    "category": null,
-                    "Title": "sports",
-                    "uploads": 3,
-                    "Country": "United States",
-                    "Abbreviation": "US",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 3898122.0,
-                    "country_rank": 6266.0,
-                    "channel_type_rank": 5395.0,
-                    "video_views_for_the_last_30_days": 16.0,
-                    "lowest_monthly_earnings": 0.0,
-                    "highest_monthly_earnings": 0.06,
-                    "lowest_yearly_earnings": 0.05,
-                    "highest_yearly_earnings": 0.77,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2006.0,
-                    "created_month": "Jan",
-                    "created_date": 30.0,
-                    "Gross tertiary education enrollment (%)": 88.2,
-                    "Population": 328239523.0,
-                    "Unemployment rate": 14.7,
-                    "Urban_population": 270663028.0,
-                    "Latitude": 37.09024,
-                    "Longitude": -95.712891
-                }
-            },
-            {
-                "scenario_id": "082",
-                "features": {
-                    "rank": 76,
-                    "Youtuber": "Toys and Colors",
-                    "subscribers": 40300000,
-                    "video views": 47005053156.0,
-                    "category": "Entertainment",
-                    "Title": "Toys and colors",
-                    "uploads": 4,
-                    "Country": null,
-                    "Abbreviation": null,
-                    "channel_type": "People",
-                    "video_views_rank": 3989650.0,
-                    "country_rank": null,
-                    "channel_type_rank": 7330.0,
-                    "video_views_for_the_last_30_days": 5.0,
-                    "lowest_monthly_earnings": 0.0,
-                    "highest_monthly_earnings": 0.02,
-                    "lowest_yearly_earnings": 0.02,
-                    "highest_yearly_earnings": 0.24,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2018.0,
-                    "created_month": "Jun",
-                    "created_date": 14.0,
-                    "Gross tertiary education enrollment (%)": null,
-                    "Population": null,
-                    "Unemployment rate": null,
-                    "Urban_population": null,
-                    "Latitude": null,
-                    "Longitude": null
-                }
-            },
-            {
-                "scenario_id": "083",
-                "features": {
-                    "rank": 639,
-                    "Youtuber": "Harsh Beniwal",
-                    "subscribers": 15400000,
-                    "video views": 1781226000.0,
-                    "category": "Comedy",
-                    "Title": "Harsh Beniwal",
-                    "uploads": 165,
-                    "Country": "India",
-                    "Abbreviation": "IN",
-                    "channel_type": "Comedy",
-                    "video_views_rank": 5724.0,
-                    "country_rank": 100.0,
-                    "channel_type_rank": 27.0,
-                    "video_views_for_the_last_30_days": 27963000.0,
-                    "lowest_monthly_earnings": 7000.0,
-                    "highest_monthly_earnings": 111900.0,
-                    "lowest_yearly_earnings": 83900.0,
-                    "highest_yearly_earnings": 1300000.0,
-                    "subscribers_for_last_30_days": 100000.0,
-                    "created_year": 2015.0,
-                    "created_month": "May",
-                    "created_date": 6.0,
-                    "Gross tertiary education enrollment (%)": 28.1,
-                    "Population": 1366417754.0,
-                    "Unemployment rate": 5.36,
-                    "Urban_population": 471031528.0,
-                    "Latitude": 20.593684,
-                    "Longitude": 78.96288
-                }
-            },
-            {
-                "scenario_id": "084",
-                "features": {
-                    "rank": 54,
-                    "Youtuber": "Voot Kids",
-                    "subscribers": 45500000,
-                    "video views": 21388725229.0,
-                    "category": "Entertainment",
-                    "Title": "Voot Kids",
-                    "uploads": 4660,
-                    "Country": "India",
-                    "Abbreviation": "IN",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 105.0,
-                    "country_rank": 18.0,
-                    "channel_type_rank": 13.0,
-                    "video_views_for_the_last_30_days": 233988000.0,
-                    "lowest_monthly_earnings": 58500.0,
-                    "highest_monthly_earnings": 936000.0,
-                    "lowest_yearly_earnings": 702000.0,
-                    "highest_yearly_earnings": 11200000.0,
-                    "subscribers_for_last_30_days": 400000.0,
-                    "created_year": 2016.0,
-                    "created_month": "Nov",
-                    "created_date": 23.0,
-                    "Gross tertiary education enrollment (%)": 28.1,
-                    "Population": 1366417754.0,
-                    "Unemployment rate": 5.36,
-                    "Urban_population": 471031528.0,
-                    "Latitude": 20.593684,
-                    "Longitude": 78.96288
-                }
-            },
-            {
-                "scenario_id": "085",
-                "features": {
-                    "rank": 57,
-                    "Youtuber": "HAR PAL GEO",
-                    "subscribers": 44600000,
-                    "video views": 41139050371.0,
-                    "category": "Entertainment",
-                    "Title": "HAR PAL GEO",
-                    "uploads": 100755,
-                    "Country": "Pakistan",
-                    "Abbreviation": "PK",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 20.0,
-                    "country_rank": 1.0,
-                    "channel_type_rank": 15.0,
-                    "video_views_for_the_last_30_days": 1337000000.0,
-                    "lowest_monthly_earnings": 334300.0,
-                    "highest_monthly_earnings": 5300000.0,
-                    "lowest_yearly_earnings": 4000000.0,
-                    "highest_yearly_earnings": 64200000.0,
-                    "subscribers_for_last_30_days": 1300000.0,
-                    "created_year": 2008.0,
-                    "created_month": "Jan",
-                    "created_date": 2.0,
-                    "Gross tertiary education enrollment (%)": 9.0,
-                    "Population": 216565318.0,
-                    "Unemployment rate": 4.45,
-                    "Urban_population": 79927762.0,
-                    "Latitude": 30.375321,
-                    "Longitude": 69.345116
-                }
-            },
-            {
-                "scenario_id": "086",
-                "features": {
-                    "rank": 759,
-                    "Youtuber": "Rclbeauty101",
-                    "subscribers": 14400000,
-                    "video views": 3900312631.0,
-                    "category": "Comedy",
-                    "Title": "Rclbeauty101",
-                    "uploads": 463,
-                    "Country": "United States",
-                    "Abbreviation": "US",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 1986.0,
-                    "country_rank": 157.0,
-                    "channel_type_rank": 152.0,
-                    "video_views_for_the_last_30_days": 8636000.0,
-                    "lowest_monthly_earnings": 2200.0,
-                    "highest_monthly_earnings": 34500.0,
-                    "lowest_yearly_earnings": 25900.0,
-                    "highest_yearly_earnings": 414500.0,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2010.0,
-                    "created_month": "Dec",
-                    "created_date": 14.0,
-                    "Gross tertiary education enrollment (%)": 88.2,
-                    "Population": 328239523.0,
-                    "Unemployment rate": 14.7,
-                    "Urban_population": 270663028.0,
-                    "Latitude": 37.09024,
-                    "Longitude": -95.712891
-                }
-            },
-            {
-                "scenario_id": "088",
-                "features": {
-                    "rank": 893,
-                    "Youtuber": "Painzeiro",
-                    "subscribers": 13100000,
-                    "video views": 2555801802.0,
-                    "category": "People & Blogs",
-                    "Title": "Painzeiro",
-                    "uploads": 1077,
-                    "Country": "Brazil",
-                    "Abbreviation": "BR",
-                    "channel_type": "People",
-                    "video_views_rank": 3545.0,
-                    "country_rank": 50.0,
-                    "channel_type_rank": 56.0,
-                    "video_views_for_the_last_30_days": 43990000.0,
-                    "lowest_monthly_earnings": 11000.0,
-                    "highest_monthly_earnings": 176000.0,
-                    "lowest_yearly_earnings": 132000.0,
-                    "highest_yearly_earnings": 2100000.0,
-                    "subscribers_for_last_30_days": 100000.0,
-                    "created_year": 2015.0,
-                    "created_month": "Nov",
-                    "created_date": 6.0,
-                    "Gross tertiary education enrollment (%)": 51.3,
-                    "Population": 212559417.0,
-                    "Unemployment rate": 12.08,
-                    "Urban_population": 183241641.0,
-                    "Latitude": -14.235004,
-                    "Longitude": -51.92528
-                }
-            },
-            {
-                "scenario_id": "089",
-                "features": {
-                    "rank": 182,
-                    "Youtuber": "The Late Late Show with James Corden",
-                    "subscribers": 28400000,
-                    "video views": 9956764048.0,
-                    "category": "Entertainment",
-                    "Title": "The Late Late Show with James Corden",
-                    "uploads": 5809,
-                    "Country": "United States",
-                    "Abbreviation": "US",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 445.0,
-                    "country_rank": 53.0,
-                    "channel_type_rank": 49.0,
-                    "video_views_for_the_last_30_days": 26435000.0,
-                    "lowest_monthly_earnings": 6600.0,
-                    "highest_monthly_earnings": 105700.0,
-                    "lowest_yearly_earnings": 79300.0,
-                    "highest_yearly_earnings": 1300000.0,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2006.0,
-                    "created_month": "Nov",
-                    "created_date": 21.0,
-                    "Gross tertiary education enrollment (%)": 88.2,
-                    "Population": 328239523.0,
-                    "Unemployment rate": 14.7,
-                    "Urban_population": 270663028.0,
-                    "Latitude": 37.09024,
-                    "Longitude": -95.712891
-                }
-            },
-            {
-                "scenario_id": "090",
-                "features": {
-                    "rank": 440,
-                    "Youtuber": "HiMan",
-                    "subscribers": 18900000,
-                    "video views": 2855519150.0,
-                    "category": "People & Blogs",
-                    "Title": "HiMan",
-                    "uploads": 375,
-                    "Country": "Russia",
-                    "Abbreviation": "RU",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 3094.0,
-                    "country_rank": 4.0,
-                    "channel_type_rank": 112.0,
-                    "video_views_for_the_last_30_days": 24563000.0,
-                    "lowest_monthly_earnings": 6100.0,
-                    "highest_monthly_earnings": 98300.0,
-                    "lowest_yearly_earnings": 73700.0,
-                    "highest_yearly_earnings": 1200000.0,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2014.0,
-                    "created_month": "Oct",
-                    "created_date": 16.0,
-                    "Gross tertiary education enrollment (%)": 81.9,
-                    "Population": 144373535.0,
-                    "Unemployment rate": 4.59,
-                    "Urban_population": 107683889.0,
-                    "Latitude": 61.52401,
-                    "Longitude": 105.318756
-                }
-            },
-            {
-                "scenario_id": "091",
-                "features": {
-                    "rank": 983,
-                    "Youtuber": "DisneyChannelUK",
-                    "subscribers": 12400000,
-                    "video views": 12607488647.0,
-                    "category": "Music",
-                    "Title": "DisneyChannelUK",
-                    "uploads": 4422,
-                    "Country": "United Kingdom",
-                    "Abbreviation": "GB",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 306.0,
-                    "country_rank": 34.0,
-                    "channel_type_rank": 172.0,
-                    "video_views_for_the_last_30_days": 34758000.0,
-                    "lowest_monthly_earnings": 8700.0,
-                    "highest_monthly_earnings": 139000.0,
-                    "lowest_yearly_earnings": 104300.0,
-                    "highest_yearly_earnings": 1700000.0,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2007.0,
-                    "created_month": "Dec",
-                    "created_date": 6.0,
-                    "Gross tertiary education enrollment (%)": 60.0,
-                    "Population": 66834405.0,
-                    "Unemployment rate": 3.85,
-                    "Urban_population": 55908316.0,
-                    "Latitude": 55.378051,
-                    "Longitude": -3.435973
-                }
-            },
-            {
-                "scenario_id": "092",
-                "features": {
-                    "rank": 800,
-                    "Youtuber": "ETV Jabardasth",
-                    "subscribers": 14000000,
-                    "video views": 13542939513.0,
-                    "category": "People & Blogs",
-                    "Title": "ETV Jabardasth",
-                    "uploads": 9652,
-                    "Country": "India",
-                    "Abbreviation": "IN",
-                    "channel_type": "Comedy",
-                    "video_views_rank": 268.0,
-                    "country_rank": 111.0,
-                    "channel_type_rank": 34.0,
-                    "video_views_for_the_last_30_days": 133584000.0,
-                    "lowest_monthly_earnings": 33400.0,
-                    "highest_monthly_earnings": 534300.0,
-                    "lowest_yearly_earnings": 400800.0,
-                    "highest_yearly_earnings": 6400000.0,
-                    "subscribers_for_last_30_days": 100000.0,
-                    "created_year": 2015.0,
-                    "created_month": "Jul",
-                    "created_date": 14.0,
-                    "Gross tertiary education enrollment (%)": 28.1,
-                    "Population": 1366417754.0,
-                    "Unemployment rate": 5.36,
-                    "Urban_population": 471031528.0,
-                    "Latitude": 20.593684,
-                    "Longitude": 78.96288
-                }
-            },
-            {
-                "scenario_id": "093",
-                "features": {
-                    "rank": 92,
-                    "Youtuber": "Vlad v��ï",
-                    "subscribers": 37900000,
-                    "video views": 23510152352.0,
-                    "category": null,
-                    "Title": "Vlad v��ï",
-                    "uploads": 515,
-                    "Country": "United States",
-                    "Abbreviation": "US",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 84.0,
-                    "country_rank": 28.0,
-                    "channel_type_rank": 27.0,
-                    "video_views_for_the_last_30_days": 244093000.0,
-                    "lowest_monthly_earnings": 61000.0,
-                    "highest_monthly_earnings": 976400.0,
-                    "lowest_yearly_earnings": 732300.0,
-                    "highest_yearly_earnings": 11700000.0,
-                    "subscribers_for_last_30_days": 200000.0,
-                    "created_year": 2018.0,
-                    "created_month": "Jul",
-                    "created_date": 20.0,
-                    "Gross tertiary education enrollment (%)": 88.2,
-                    "Population": 328239523.0,
-                    "Unemployment rate": 14.7,
-                    "Urban_population": 270663028.0,
-                    "Latitude": 37.09024,
-                    "Longitude": -95.712891
-                }
-            },
-            {
-                "scenario_id": "094",
-                "features": {
-                    "rank": 787,
-                    "Youtuber": "Supercar Blondie",
-                    "subscribers": 14100000,
-                    "video views": 5405563355.0,
-                    "category": "Autos & Vehicles",
-                    "Title": "Supercar Blondie",
-                    "uploads": 855,
-                    "Country": "United Arab Emirates",
-                    "Abbreviation": "AE",
-                    "channel_type": "Autos",
-                    "video_views_rank": 1202.0,
-                    "country_rank": 7.0,
-                    "channel_type_rank": 1.0,
-                    "video_views_for_the_last_30_days": 353259000.0,
-                    "lowest_monthly_earnings": 88300.0,
-                    "highest_monthly_earnings": 1400000.0,
-                    "lowest_yearly_earnings": 1100000.0,
-                    "highest_yearly_earnings": 17000000.0,
-                    "subscribers_for_last_30_days": 500000.0,
-                    "created_year": 2007.0,
-                    "created_month": "Sep",
-                    "created_date": 12.0,
-                    "Gross tertiary education enrollment (%)": 36.8,
-                    "Population": 9770529.0,
-                    "Unemployment rate": 2.35,
-                    "Urban_population": 8479744.0,
-                    "Latitude": 23.424076,
-                    "Longitude": 53.847818
-                }
-            },
-            {
-                "scenario_id": "095",
-                "features": {
-                    "rank": 113,
-                    "Youtuber": "Genevieve's Playhouse - Learning Videos for Kids",
-                    "subscribers": 34900000,
-                    "video views": 25607397308.0,
-                    "category": "Education",
-                    "Title": "Genevieve's Playhouse - Learning Videos for �",
-                    "uploads": 617,
-                    "Country": "United States",
-                    "Abbreviation": "US",
-                    "channel_type": "Film",
-                    "video_views_rank": 69.0,
-                    "country_rank": 36.0,
-                    "channel_type_rank": 7.0,
-                    "video_views_for_the_last_30_days": 335307000.0,
-                    "lowest_monthly_earnings": 83800.0,
-                    "highest_monthly_earnings": 1300000.0,
-                    "lowest_yearly_earnings": 1000000.0,
-                    "highest_yearly_earnings": 16100000.0,
-                    "subscribers_for_last_30_days": 300000.0,
-                    "created_year": 2016.0,
-                    "created_month": "Jan",
-                    "created_date": 6.0,
-                    "Gross tertiary education enrollment (%)": 88.2,
-                    "Population": 328239523.0,
-                    "Unemployment rate": 14.7,
-                    "Urban_population": 270663028.0,
-                    "Latitude": 37.09024,
-                    "Longitude": -95.712891
-                }
-            },
-            {
-                "scenario_id": "096",
-                "features": {
-                    "rank": 429,
-                    "Youtuber": "Sonotek",
-                    "subscribers": 19200000,
-                    "video views": 7590582024.0,
-                    "category": "Entertainment",
-                    "Title": "Sonotek",
-                    "uploads": 8285,
-                    "Country": "India",
-                    "Abbreviation": "IN",
-                    "channel_type": "Music",
-                    "video_views_rank": 724.0,
-                    "country_rank": 77.0,
-                    "channel_type_rank": 98.0,
-                    "video_views_for_the_last_30_days": 28678000.0,
-                    "lowest_monthly_earnings": 7200.0,
-                    "highest_monthly_earnings": 114700.0,
-                    "lowest_yearly_earnings": 86000.0,
-                    "highest_yearly_earnings": 1400000.0,
-                    "subscribers_for_last_30_days": 100000.0,
-                    "created_year": 2011.0,
-                    "created_month": "Jan",
-                    "created_date": 11.0,
-                    "Gross tertiary education enrollment (%)": 28.1,
-                    "Population": 1366417754.0,
-                    "Unemployment rate": 5.36,
-                    "Urban_population": 471031528.0,
-                    "Latitude": 20.593684,
-                    "Longitude": 78.96288
-                }
-            },
-            {
-                "scenario_id": "097",
-                "features": {
-                    "rank": 753,
-                    "Youtuber": "ýýýýýýýýýýýýýýýýýýýýý",
-                    "subscribers": 14400000,
-                    "video views": 600154268.0,
-                    "category": "Entertainment",
-                    "Title": "ýýýýýýýýýýýýýýýýýýýýý",
-                    "uploads": 364,
-                    "Country": "South Korea",
-                    "Abbreviation": "KR",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 21132.0,
-                    "country_rank": 14.0,
-                    "channel_type_rank": 151.0,
-                    "video_views_for_the_last_30_days": 1370000.0,
-                    "lowest_monthly_earnings": 342.0,
-                    "highest_monthly_earnings": 5500.0,
-                    "lowest_yearly_earnings": 4100.0,
-                    "highest_yearly_earnings": 65700.0,
-                    "subscribers_for_last_30_days": 300000.0,
-                    "created_year": 2017.0,
-                    "created_month": "Mar",
-                    "created_date": 8.0,
-                    "Gross tertiary education enrollment (%)": 94.3,
-                    "Population": 51709098.0,
-                    "Unemployment rate": 4.15,
-                    "Urban_population": 42106719.0,
-                    "Latitude": 35.907757,
-                    "Longitude": 127.766922
-                }
-            },
-            {
-                "scenario_id": "098",
-                "features": {
-                    "rank": 731,
-                    "Youtuber": "Martin Garrix",
-                    "subscribers": 14600000,
-                    "video views": 6017932195.0,
-                    "category": "Music",
-                    "Title": "Martin Garrix",
-                    "uploads": 365,
-                    "Country": "United States",
-                    "Abbreviation": "US",
-                    "channel_type": "Music",
-                    "video_views_rank": 1044.0,
-                    "country_rank": 155.0,
-                    "channel_type_rank": 131.0,
-                    "video_views_for_the_last_30_days": 35528000.0,
-                    "lowest_monthly_earnings": 8900.0,
-                    "highest_monthly_earnings": 142100.0,
-                    "lowest_yearly_earnings": 106600.0,
-                    "highest_yearly_earnings": 1700000.0,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2011.0,
-                    "created_month": "Jan",
-                    "created_date": 15.0,
-                    "Gross tertiary education enrollment (%)": 88.2,
-                    "Population": 328239523.0,
-                    "Unemployment rate": 14.7,
-                    "Urban_population": 270663028.0,
-                    "Latitude": 37.09024,
-                    "Longitude": -95.712891
-                }
-            },
-            {
-                "scenario_id": "099",
-                "features": {
-                    "rank": 755,
-                    "Youtuber": "Drawblogs",
-                    "subscribers": 14400000,
-                    "video views": 1629801448.0,
-                    "category": "Entertainment",
-                    "Title": "Drawblogs",
-                    "uploads": 399,
-                    "Country": "Peru",
-                    "Abbreviation": "PE",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 6402.0,
-                    "country_rank": 1.0,
-                    "channel_type_rank": 152.0,
-                    "video_views_for_the_last_30_days": 1002000.0,
-                    "lowest_monthly_earnings": 251.0,
-                    "highest_monthly_earnings": 4000.0,
-                    "lowest_yearly_earnings": 3000.0,
-                    "highest_yearly_earnings": 48100.0,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2014.0,
-                    "created_month": "May",
-                    "created_date": 20.0,
-                    "Gross tertiary education enrollment (%)": 70.7,
-                    "Population": 32510453.0,
-                    "Unemployment rate": 3.31,
-                    "Urban_population": 25390339.0,
-                    "Latitude": -9.189967,
-                    "Longitude": -75.015152
-                }
-            },
-            {
-                "scenario_id": "100",
-                "features": {
-                    "rank": 315,
-                    "Youtuber": "Paulo Londra",
-                    "subscribers": 22400000,
-                    "video views": 8040036209.0,
-                    "category": "Music",
-                    "Title": "Paulo Londra",
-                    "uploads": 58,
-                    "Country": "Argentina",
-                    "Abbreviation": "AR",
-                    "channel_type": "Music",
-                    "video_views_rank": 648.0,
-                    "country_rank": 6.0,
-                    "channel_type_rank": 85.0,
-                    "video_views_for_the_last_30_days": 72242000.0,
-                    "lowest_monthly_earnings": 18100.0,
-                    "highest_monthly_earnings": 289000.0,
-                    "lowest_yearly_earnings": 216700.0,
-                    "highest_yearly_earnings": 3500000.0,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2016.0,
-                    "created_month": "Aug",
-                    "created_date": 8.0,
-                    "Gross tertiary education enrollment (%)": 90.0,
-                    "Population": 44938712.0,
-                    "Unemployment rate": 9.79,
-                    "Urban_population": 41339571.0,
-                    "Latitude": -38.416097,
-                    "Longitude": -63.616672
-                }
-            },
-            {
-                "scenario_id": "101",
-                "features": {
-                    "rank": 327,
-                    "Youtuber": "National Geographic",
-                    "subscribers": 21800000,
-                    "video views": 5614621131.0,
-                    "category": "Science & Technology",
-                    "Title": "National Geographic",
-                    "uploads": 10162,
-                    "Country": "United States",
-                    "Abbreviation": "US",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 1158.0,
-                    "country_rank": 95.0,
-                    "channel_type_rank": 89.0,
-                    "video_views_for_the_last_30_days": 45812000.0,
-                    "lowest_monthly_earnings": 11500.0,
-                    "highest_monthly_earnings": 183200.0,
-                    "lowest_yearly_earnings": 137400.0,
-                    "highest_yearly_earnings": 2200000.0,
-                    "subscribers_for_last_30_days": 100000.0,
-                    "created_year": 2006.0,
-                    "created_month": "May",
-                    "created_date": 7.0,
-                    "Gross tertiary education enrollment (%)": 88.2,
-                    "Population": 328239523.0,
-                    "Unemployment rate": 14.7,
-                    "Urban_population": 270663028.0,
-                    "Latitude": 37.09024,
-                    "Longitude": -95.712891
-                }
-            },
-            {
-                "scenario_id": "102",
-                "features": {
-                    "rank": 63,
-                    "Youtuber": "HolaSoyGerman.",
-                    "subscribers": 43600000,
-                    "video views": 4831311245.0,
-                    "category": "Entertainment",
-                    "Title": "holasoygerman. 2",
-                    "uploads": 6,
-                    "Country": null,
-                    "Abbreviation": null,
-                    "channel_type": "People",
-                    "video_views_rank": 4047806.0,
-                    "country_rank": null,
-                    "channel_type_rank": 7716.0,
-                    "video_views_for_the_last_30_days": 4.0,
-                    "lowest_monthly_earnings": 0.0,
-                    "highest_monthly_earnings": 0.02,
-                    "lowest_yearly_earnings": 0.01,
-                    "highest_yearly_earnings": 0.19,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2016.0,
-                    "created_month": "May",
-                    "created_date": 27.0,
-                    "Gross tertiary education enrollment (%)": null,
-                    "Population": null,
-                    "Unemployment rate": null,
-                    "Urban_population": null,
-                    "Latitude": null,
-                    "Longitude": null
-                }
-            },
-            {
-                "scenario_id": "103",
-                "features": {
-                    "rank": 789,
-                    "Youtuber": "Lana Del Rey",
-                    "subscribers": 14100000,
-                    "video views": 6884215292.0,
-                    "category": "Music",
-                    "Title": "Lana Del Rey",
-                    "uploads": 43,
-                    "Country": "United States",
-                    "Abbreviation": "US",
-                    "channel_type": "Music",
-                    "video_views_rank": 856.0,
-                    "country_rank": 160.0,
-                    "channel_type_rank": 135.0,
-                    "video_views_for_the_last_30_days": 135563000.0,
-                    "lowest_monthly_earnings": 33900.0,
-                    "highest_monthly_earnings": 542300.0,
-                    "lowest_yearly_earnings": 406700.0,
-                    "highest_yearly_earnings": 6500000.0,
-                    "subscribers_for_last_30_days": 200000.0,
-                    "created_year": 2011.0,
-                    "created_month": "May",
-                    "created_date": 5.0,
-                    "Gross tertiary education enrollment (%)": 88.2,
-                    "Population": 328239523.0,
-                    "Unemployment rate": 14.7,
-                    "Urban_population": 270663028.0,
-                    "Latitude": 37.09024,
-                    "Longitude": -95.712891
-                }
-            },
-            {
-                "scenario_id": "104",
-                "features": {
-                    "rank": 690,
-                    "Youtuber": "KOMPASTV",
-                    "subscribers": 15000000,
-                    "video views": 11827310821.0,
-                    "category": "News & Politics",
-                    "Title": "KOMPASTV",
-                    "uploads": 269050,
-                    "Country": "Indonesia",
-                    "Abbreviation": "ID",
-                    "channel_type": "News",
-                    "video_views_rank": 331.0,
-                    "country_rank": 25.0,
-                    "channel_type_rank": 17.0,
-                    "video_views_for_the_last_30_days": 113064000.0,
-                    "lowest_monthly_earnings": 28300.0,
-                    "highest_monthly_earnings": 452300.0,
-                    "lowest_yearly_earnings": 339200.0,
-                    "highest_yearly_earnings": 5400000.0,
-                    "subscribers_for_last_30_days": 100000.0,
-                    "created_year": 2013.0,
-                    "created_month": "Aug",
-                    "created_date": 23.0,
-                    "Gross tertiary education enrollment (%)": 36.3,
-                    "Population": 270203917.0,
-                    "Unemployment rate": 4.69,
-                    "Urban_population": 151509724.0,
-                    "Latitude": -0.789275,
-                    "Longitude": 113.921327
-                }
-            },
-            {
-                "scenario_id": "105",
-                "features": {
-                    "rank": 808,
-                    "Youtuber": "ADEL et SAMI",
-                    "subscribers": 13900000,
-                    "video views": 5465532801.0,
-                    "category": "Entertainment",
-                    "Title": "ADEL et SAMI",
-                    "uploads": 503,
-                    "Country": "United States",
-                    "Abbreviation": "US",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 1200.0,
-                    "country_rank": 161.0,
-                    "channel_type_rank": 157.0,
-                    "video_views_for_the_last_30_days": 26883000.0,
-                    "lowest_monthly_earnings": 6700.0,
-                    "highest_monthly_earnings": 107500.0,
-                    "lowest_yearly_earnings": 80600.0,
-                    "highest_yearly_earnings": 1300000.0,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2018.0,
-                    "created_month": "Mar",
-                    "created_date": 12.0,
-                    "Gross tertiary education enrollment (%)": 88.2,
-                    "Population": 328239523.0,
-                    "Unemployment rate": 14.7,
-                    "Urban_population": 270663028.0,
-                    "Latitude": 37.09024,
-                    "Longitude": -95.712891
-                }
-            },
-            {
-                "scenario_id": "106",
-                "features": {
-                    "rank": 816,
-                    "Youtuber": "JD Pantoja",
-                    "subscribers": 13800000,
-                    "video views": 1493776391.0,
-                    "category": "People & Blogs",
-                    "Title": "JD Pantoja",
-                    "uploads": 16,
-                    "Country": null,
-                    "Abbreviation": null,
-                    "channel_type": "Music",
-                    "video_views_rank": 7134.0,
-                    "country_rank": null,
-                    "channel_type_rank": 138.0,
-                    "video_views_for_the_last_30_days": 13533000.0,
-                    "lowest_monthly_earnings": 3400.0,
-                    "highest_monthly_earnings": 54100.0,
-                    "lowest_yearly_earnings": 40600.0,
-                    "highest_yearly_earnings": 649600.0,
-                    "subscribers_for_last_30_days": 100000.0,
-                    "created_year": 2017.0,
-                    "created_month": "Jun",
-                    "created_date": 5.0,
-                    "Gross tertiary education enrollment (%)": null,
-                    "Population": null,
-                    "Unemployment rate": null,
-                    "Urban_population": null,
-                    "Latitude": null,
-                    "Longitude": null
-                }
-            },
-            {
-                "scenario_id": "107",
-                "features": {
-                    "rank": 157,
-                    "Youtuber": "Round2hell",
-                    "subscribers": 30700000,
-                    "video views": 3145161634.0,
-                    "category": "Comedy",
-                    "Title": "Round2hell",
-                    "uploads": 67,
-                    "Country": "India",
-                    "Abbreviation": "IN",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 2687.0,
-                    "country_rank": 41.0,
-                    "channel_type_rank": 45.0,
-                    "video_views_for_the_last_30_days": 31822000.0,
-                    "lowest_monthly_earnings": 8000.0,
-                    "highest_monthly_earnings": 127300.0,
-                    "lowest_yearly_earnings": 95500.0,
-                    "highest_yearly_earnings": 1500000.0,
-                    "subscribers_for_last_30_days": 300000.0,
-                    "created_year": 2016.0,
-                    "created_month": "Oct",
-                    "created_date": 20.0,
-                    "Gross tertiary education enrollment (%)": 28.1,
-                    "Population": 1366417754.0,
-                    "Unemployment rate": 5.36,
-                    "Urban_population": 471031528.0,
-                    "Latitude": 20.593684,
-                    "Longitude": 78.96288
-                }
-            },
-            {
-                "scenario_id": "108",
-                "features": {
-                    "rank": 990,
-                    "Youtuber": "Migos ATL",
-                    "subscribers": 12400000,
-                    "video views": 6993406259.0,
-                    "category": "Music",
-                    "Title": "Migos ATL",
-                    "uploads": 99,
-                    "Country": "United States",
-                    "Abbreviation": "US",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 833.0,
-                    "country_rank": 175.0,
-                    "channel_type_rank": 171.0,
-                    "video_views_for_the_last_30_days": 49412000.0,
-                    "lowest_monthly_earnings": 12400.0,
-                    "highest_monthly_earnings": 197600.0,
-                    "lowest_yearly_earnings": 148200.0,
-                    "highest_yearly_earnings": 2400000.0,
-                    "subscribers_for_last_30_days": 100000.0,
-                    "created_year": 2012.0,
-                    "created_month": "Jan",
-                    "created_date": 17.0,
-                    "Gross tertiary education enrollment (%)": 88.2,
-                    "Population": 328239523.0,
-                    "Unemployment rate": 14.7,
-                    "Urban_population": 270663028.0,
-                    "Latitude": 37.09024,
-                    "Longitude": -95.712891
-                }
-            },
-            {
-                "scenario_id": "109",
-                "features": {
-                    "rank": 160,
-                    "Youtuber": "AH",
-                    "subscribers": 30400000,
-                    "video views": 4332274962.0,
-                    "category": "Entertainment",
-                    "Title": "AH",
-                    "uploads": 2197,
-                    "Country": "Indonesia",
-                    "Abbreviation": "ID",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 1701.0,
-                    "country_rank": 4.0,
-                    "channel_type_rank": 46.0,
-                    "video_views_for_the_last_30_days": 21440000.0,
-                    "lowest_monthly_earnings": 5400.0,
-                    "highest_monthly_earnings": 85800.0,
-                    "lowest_yearly_earnings": 64300.0,
-                    "highest_yearly_earnings": 1000000.0,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2014.0,
-                    "created_month": "Jan",
-                    "created_date": 26.0,
-                    "Gross tertiary education enrollment (%)": 36.3,
-                    "Population": 270203917.0,
-                    "Unemployment rate": 4.69,
-                    "Urban_population": 151509724.0,
-                    "Latitude": -0.789275,
-                    "Longitude": 113.921327
-                }
-            },
-            {
-                "scenario_id": "110",
-                "features": {
-                    "rank": 587,
-                    "Youtuber": "Thairath Online",
-                    "subscribers": 16200000,
-                    "video views": 14563841315.0,
-                    "category": "News & Politics",
-                    "Title": "Thairath Online",
-                    "uploads": 244899,
-                    "Country": "Thailand",
-                    "Abbreviation": "TH",
-                    "channel_type": "News",
-                    "video_views_rank": 238.0,
-                    "country_rank": 10.0,
-                    "channel_type_rank": 14.0,
-                    "video_views_for_the_last_30_days": 224756000.0,
-                    "lowest_monthly_earnings": 56200.0,
-                    "highest_monthly_earnings": 899000.0,
-                    "lowest_yearly_earnings": 674300.0,
-                    "highest_yearly_earnings": 10800000.0,
-                    "subscribers_for_last_30_days": 100000.0,
-                    "created_year": 2010.0,
-                    "created_month": "Sep",
-                    "created_date": 27.0,
-                    "Gross tertiary education enrollment (%)": 49.3,
-                    "Population": 69625582.0,
-                    "Unemployment rate": 0.75,
-                    "Urban_population": 35294600.0,
-                    "Latitude": 15.870032,
-                    "Longitude": 100.992541
-                }
-            },
-            {
-                "scenario_id": "111",
-                "features": {
-                    "rank": 727,
-                    "Youtuber": "Auron",
-                    "subscribers": 14600000,
-                    "video views": 3337074920.0,
-                    "category": "People & Blogs",
-                    "Title": "Auron",
-                    "uploads": 961,
-                    "Country": "Spain",
-                    "Abbreviation": "ES",
-                    "channel_type": "Games",
-                    "video_views_rank": 2455.0,
-                    "country_rank": 14.0,
-                    "channel_type_rank": 51.0,
-                    "video_views_for_the_last_30_days": 60568000.0,
-                    "lowest_monthly_earnings": 15100.0,
-                    "highest_monthly_earnings": 242300.0,
-                    "lowest_yearly_earnings": 181700.0,
-                    "highest_yearly_earnings": 2900000.0,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2013.0,
-                    "created_month": "Dec",
-                    "created_date": 12.0,
-                    "Gross tertiary education enrollment (%)": 88.9,
-                    "Population": 47076781.0,
-                    "Unemployment rate": 13.96,
-                    "Urban_population": 37927409.0,
-                    "Latitude": 40.463667,
-                    "Longitude": -3.74922
-                }
-            },
-            {
-                "scenario_id": "112",
-                "features": {
-                    "rank": 664,
-                    "Youtuber": "Musas",
-                    "subscribers": 15100000,
-                    "video views": 2400037562.0,
-                    "category": "Howto & Style",
-                    "Title": "Jordi Sala",
-                    "uploads": 159,
-                    "Country": "Andorra",
-                    "Abbreviation": "AD",
-                    "channel_type": "People",
-                    "video_views_rank": 3889418.0,
-                    "country_rank": 504.0,
-                    "channel_type_rank": 7615.0,
-                    "video_views_for_the_last_30_days": 86.0,
-                    "lowest_monthly_earnings": 0.02,
-                    "highest_monthly_earnings": 0.34,
-                    "lowest_yearly_earnings": 0.26,
-                    "highest_yearly_earnings": 4.0,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2006.0,
-                    "created_month": "Mar",
-                    "created_date": 12.0,
-                    "Gross tertiary education enrollment (%)": null,
-                    "Population": null,
-                    "Unemployment rate": null,
-                    "Urban_population": null,
-                    "Latitude": null,
-                    "Longitude": null
-                }
-            },
-            {
-                "scenario_id": "113",
-                "features": {
-                    "rank": 569,
-                    "Youtuber": "Ch7HD",
-                    "subscribers": 16400000,
-                    "video views": 9463244435.0,
-                    "category": "Entertainment",
-                    "Title": "Ch7HD",
-                    "uploads": 56203,
-                    "Country": "Thailand",
-                    "Abbreviation": "TH",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 496.0,
-                    "country_rank": 9.0,
-                    "channel_type_rank": 134.0,
-                    "video_views_for_the_last_30_days": 87757000.0,
-                    "lowest_monthly_earnings": 21900.0,
-                    "highest_monthly_earnings": 351000.0,
-                    "lowest_yearly_earnings": 263300.0,
-                    "highest_yearly_earnings": 4200000.0,
-                    "subscribers_for_last_30_days": 100000.0,
-                    "created_year": 2010.0,
-                    "created_month": "May",
-                    "created_date": 17.0,
-                    "Gross tertiary education enrollment (%)": 49.3,
-                    "Population": 69625582.0,
-                    "Unemployment rate": 0.75,
-                    "Urban_population": 35294600.0,
-                    "Latitude": 15.870032,
-                    "Longitude": 100.992541
-                }
-            },
-            {
-                "scenario_id": "114",
-                "features": {
-                    "rank": 831,
-                    "Youtuber": "Desi Gamers",
-                    "subscribers": 13700000,
-                    "video views": 2135195239.0,
-                    "category": "Gaming",
-                    "Title": "Desi gamers",
-                    "uploads": 1,
-                    "Country": null,
-                    "Abbreviation": null,
-                    "channel_type": "Tech",
-                    "video_views_rank": 4057849.0,
-                    "country_rank": null,
-                    "channel_type_rank": 4183.0,
-                    "video_views_for_the_last_30_days": 5.0,
-                    "lowest_monthly_earnings": 0.0,
-                    "highest_monthly_earnings": 0.02,
-                    "lowest_yearly_earnings": 0.02,
-                    "highest_yearly_earnings": 0.24,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2020.0,
-                    "created_month": "Apr",
-                    "created_date": 14.0,
-                    "Gross tertiary education enrollment (%)": null,
-                    "Population": null,
-                    "Unemployment rate": null,
-                    "Urban_population": null,
-                    "Latitude": null,
-                    "Longitude": null
-                }
-            },
-            {
-                "scenario_id": "115",
-                "features": {
-                    "rank": 75,
-                    "Youtuber": "elrubiusOMG",
-                    "subscribers": 40400000,
-                    "video views": 7410536668.0,
-                    "category": "Gaming",
-                    "Title": "elrubiusOMG",
-                    "uploads": 703,
-                    "Country": null,
-                    "Abbreviation": null,
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 756.0,
-                    "country_rank": null,
-                    "channel_type_rank": 21.0,
-                    "video_views_for_the_last_30_days": 5773000.0,
-                    "lowest_monthly_earnings": 1400.0,
-                    "highest_monthly_earnings": 23100.0,
-                    "lowest_yearly_earnings": 17300.0,
-                    "highest_yearly_earnings": 277100.0,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2011.0,
-                    "created_month": "Dec",
-                    "created_date": 20.0,
-                    "Gross tertiary education enrollment (%)": null,
-                    "Population": null,
-                    "Unemployment rate": null,
-                    "Urban_population": null,
-                    "Latitude": null,
-                    "Longitude": null
-                }
-            },
-            {
-                "scenario_id": "116",
-                "features": {
-                    "rank": 860,
-                    "Youtuber": "The Q",
-                    "subscribers": 13400000,
-                    "video views": 4306212515.0,
-                    "category": "People & Blogs",
-                    "Title": "Tom Duggan",
-                    "uploads": 96,
-                    "Country": "United States",
-                    "Abbreviation": "US",
-                    "channel_type": "Sports",
-                    "video_views_rank": 3846885.0,
-                    "country_rank": 7615.0,
-                    "channel_type_rank": 4466.0,
-                    "video_views_for_the_last_30_days": 3.0,
-                    "lowest_monthly_earnings": 0.0,
-                    "highest_monthly_earnings": 0.01,
-                    "lowest_yearly_earnings": 0.01,
-                    "highest_yearly_earnings": 0.14,
-                    "subscribers_for_last_30_days": 1.0,
-                    "created_year": 2006.0,
-                    "created_month": "Jan",
-                    "created_date": 17.0,
-                    "Gross tertiary education enrollment (%)": 88.2,
-                    "Population": 328239523.0,
-                    "Unemployment rate": 14.7,
-                    "Urban_population": 270663028.0,
-                    "Latitude": 37.09024,
-                    "Longitude": -95.712891
-                }
-            },
-            {
-                "scenario_id": "117",
-                "features": {
-                    "rank": 318,
-                    "Youtuber": "Kinder Spielzeug Kanal (Kidibli)",
-                    "subscribers": 22200000,
-                    "video views": 11136266461.0,
-                    "category": "Entertainment",
-                    "Title": "Kinder Spielzeug Kanal (Kidibli)",
-                    "uploads": 999,
-                    "Country": "United States",
-                    "Abbreviation": "US",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 370.0,
-                    "country_rank": 92.0,
-                    "channel_type_rank": 86.0,
-                    "video_views_for_the_last_30_days": 139333000.0,
-                    "lowest_monthly_earnings": 34800.0,
-                    "highest_monthly_earnings": 557300.0,
-                    "lowest_yearly_earnings": 418000.0,
-                    "highest_yearly_earnings": 6700000.0,
-                    "subscribers_for_last_30_days": 200000.0,
-                    "created_year": 2015.0,
-                    "created_month": "Sep",
-                    "created_date": 25.0,
-                    "Gross tertiary education enrollment (%)": 88.2,
-                    "Population": 328239523.0,
-                    "Unemployment rate": 14.7,
-                    "Urban_population": 270663028.0,
-                    "Latitude": 37.09024,
-                    "Longitude": -95.712891
-                }
-            },
-            {
-                "scenario_id": "118",
-                "features": {
-                    "rank": 39,
-                    "Youtuber": "LooLoo Kids - Nursery Rhymes and Children's Songs",
-                    "subscribers": 54000000,
-                    "video views": 32312431239.0,
-                    "category": "Music",
-                    "Title": "LooLoo Kids - Nursery Rhymes and Children's �",
-                    "uploads": 11,
-                    "Country": null,
-                    "Abbreviation": null,
-                    "channel_type": null,
-                    "video_views_rank": 3800129.0,
-                    "country_rank": null,
-                    "channel_type_rank": null,
-                    "video_views_for_the_last_30_days": 159.0,
-                    "lowest_monthly_earnings": 0.04,
-                    "highest_monthly_earnings": 0.64,
-                    "lowest_yearly_earnings": 0.48,
-                    "highest_yearly_earnings": 8.0,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2016.0,
-                    "created_month": "Nov",
-                    "created_date": 29.0,
-                    "Gross tertiary education enrollment (%)": null,
-                    "Population": null,
-                    "Unemployment rate": null,
-                    "Urban_population": null,
-                    "Latitude": null,
-                    "Longitude": null
-                }
-            },
-            {
-                "scenario_id": "119",
-                "features": {
-                    "rank": 628,
-                    "Youtuber": "5-Minute Crafts FAMILY",
-                    "subscribers": 15600000,
-                    "video views": 6165757696.0,
-                    "category": "People & Blogs",
-                    "Title": "5-Minute Crafts FAMILY",
-                    "uploads": 4245,
-                    "Country": "United States",
-                    "Abbreviation": "US",
-                    "channel_type": "Howto",
-                    "video_views_rank": 1005.0,
-                    "country_rank": 145.0,
-                    "channel_type_rank": 21.0,
-                    "video_views_for_the_last_30_days": 27382000.0,
-                    "lowest_monthly_earnings": 6800.0,
-                    "highest_monthly_earnings": 109500.0,
-                    "lowest_yearly_earnings": 82100.0,
-                    "highest_yearly_earnings": 1300000.0,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2018.0,
-                    "created_month": "Dec",
-                    "created_date": 13.0,
-                    "Gross tertiary education enrollment (%)": 88.2,
-                    "Population": 328239523.0,
-                    "Unemployment rate": 14.7,
-                    "Urban_population": 270663028.0,
-                    "Latitude": 37.09024,
-                    "Longitude": -95.712891
-                }
-            },
-            {
-                "scenario_id": "120",
-                "features": {
-                    "rank": 876,
-                    "Youtuber": "BIBO �����ï¿",
-                    "subscribers": 13200000,
-                    "video views": 1148422000.0,
-                    "category": "Entertainment",
-                    "Title": "BIBO �����ï¿",
-                    "uploads": 192,
-                    "Country": "Russia",
-                    "Abbreviation": "RU",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 9855.0,
-                    "country_rank": 13.0,
-                    "channel_type_rank": 163.0,
-                    "video_views_for_the_last_30_days": 8769000.0,
-                    "lowest_monthly_earnings": 2200.0,
-                    "highest_monthly_earnings": 35100.0,
-                    "lowest_yearly_earnings": 26300.0,
-                    "highest_yearly_earnings": 420900.0,
-                    "subscribers_for_last_30_days": 200000.0,
-                    "created_year": 2019.0,
-                    "created_month": "Jan",
-                    "created_date": 10.0,
-                    "Gross tertiary education enrollment (%)": 81.9,
-                    "Population": 144373535.0,
-                    "Unemployment rate": 4.59,
-                    "Urban_population": 107683889.0,
-                    "Latitude": 61.52401,
-                    "Longitude": 105.318756
-                }
-            },
-            {
-                "scenario_id": "121",
-                "features": {
-                    "rank": 220,
-                    "Youtuber": "Beyoncï¿",
-                    "subscribers": 26000000,
-                    "video views": 17308961985.0,
-                    "category": "Music",
-                    "Title": "Beyoncï¿",
-                    "uploads": 240,
-                    "Country": "United States",
-                    "Abbreviation": "US",
-                    "channel_type": "Music",
-                    "video_views_rank": 163.0,
-                    "country_rank": 66.0,
-                    "channel_type_rank": 66.0,
-                    "video_views_for_the_last_30_days": 55454000.0,
-                    "lowest_monthly_earnings": 13900.0,
-                    "highest_monthly_earnings": 221800.0,
-                    "lowest_yearly_earnings": 166400.0,
-                    "highest_yearly_earnings": 2700000.0,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2005.0,
-                    "created_month": "Nov",
-                    "created_date": 7.0,
-                    "Gross tertiary education enrollment (%)": 88.2,
-                    "Population": 328239523.0,
-                    "Unemployment rate": 14.7,
-                    "Urban_population": 270663028.0,
-                    "Latitude": 37.09024,
-                    "Longitude": -95.712891
-                }
-            },
-            {
-                "scenario_id": "122",
-                "features": {
-                    "rank": 442,
-                    "Youtuber": "Little Angel Espa���������",
-                    "subscribers": 18900000,
-                    "video views": 9813245108.0,
-                    "category": "Education",
-                    "Title": "Little Angel Espa���������",
-                    "uploads": 719,
-                    "Country": "Mexico",
-                    "Abbreviation": "MX",
-                    "channel_type": "Education",
-                    "video_views_rank": 459.0,
-                    "country_rank": 16.0,
-                    "channel_type_rank": 24.0,
-                    "video_views_for_the_last_30_days": 140398000.0,
-                    "lowest_monthly_earnings": 35100.0,
-                    "highest_monthly_earnings": 561600.0,
-                    "lowest_yearly_earnings": 421200.0,
-                    "highest_yearly_earnings": 6700000.0,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2018.0,
-                    "created_month": "Jan",
-                    "created_date": 26.0,
-                    "Gross tertiary education enrollment (%)": 40.2,
-                    "Population": 126014024.0,
-                    "Unemployment rate": 3.42,
-                    "Urban_population": 102626859.0,
-                    "Latitude": 23.634501,
-                    "Longitude": -102.552784
-                }
-            },
-            {
-                "scenario_id": "123",
-                "features": {
-                    "rank": 345,
-                    "Youtuber": "Ishaan Ali 11",
-                    "subscribers": 21300000,
-                    "video views": 12761253839.0,
-                    "category": "People & Blogs",
-                    "Title": "Ishaan Ali 11",
-                    "uploads": 951,
-                    "Country": "India",
-                    "Abbreviation": "IN",
-                    "channel_type": "People",
-                    "video_views_rank": 301.0,
-                    "country_rank": 68.0,
-                    "channel_type_rank": 16.0,
-                    "video_views_for_the_last_30_days": 729409000.0,
-                    "lowest_monthly_earnings": 182400.0,
-                    "highest_monthly_earnings": 2900000.0,
-                    "lowest_yearly_earnings": 2200000.0,
-                    "highest_yearly_earnings": 35000000.0,
-                    "subscribers_for_last_30_days": 1600000.0,
-                    "created_year": 2016.0,
-                    "created_month": "Jul",
-                    "created_date": 27.0,
-                    "Gross tertiary education enrollment (%)": 28.1,
-                    "Population": 1366417754.0,
-                    "Unemployment rate": 5.36,
-                    "Urban_population": 471031528.0,
-                    "Latitude": 20.593684,
-                    "Longitude": 78.96288
-                }
-            },
-            {
-                "scenario_id": "124",
-                "features": {
-                    "rank": 20,
-                    "Youtuber": "Justin Bieber",
-                    "subscribers": 71600000,
-                    "video views": 30608119724.0,
-                    "category": "Music",
-                    "Title": "Justin Bieber",
-                    "uploads": 249,
-                    "Country": "Canada",
-                    "Abbreviation": "CA",
-                    "channel_type": "Music",
-                    "video_views_rank": 38.0,
-                    "country_rank": 1.0,
-                    "channel_type_rank": 6.0,
-                    "video_views_for_the_last_30_days": 176326000.0,
-                    "lowest_monthly_earnings": 44100.0,
-                    "highest_monthly_earnings": 705300.0,
-                    "lowest_yearly_earnings": 529000.0,
-                    "highest_yearly_earnings": 8500000.0,
-                    "subscribers_for_last_30_days": 100000.0,
-                    "created_year": 2007.0,
-                    "created_month": "Jan",
-                    "created_date": 15.0,
-                    "Gross tertiary education enrollment (%)": 68.9,
-                    "Population": 36991981.0,
-                    "Unemployment rate": 5.56,
-                    "Urban_population": 30628482.0,
-                    "Latitude": 56.130366,
-                    "Longitude": -106.346771
-                }
-            },
-            {
-                "scenario_id": "125",
-                "features": {
-                    "rank": 514,
-                    "Youtuber": "Fun For Kids TV - Hindi Rhymes",
-                    "subscribers": 17500000,
-                    "video views": 7612385622.0,
-                    "category": "Entertainment",
-                    "Title": "Fun For Kids TV - Hindi Rhymes",
-                    "uploads": 149,
-                    "Country": "India",
-                    "Abbreviation": "IN",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 723.0,
-                    "country_rank": 86.0,
-                    "channel_type_rank": 124.0,
-                    "video_views_for_the_last_30_days": 109847000.0,
-                    "lowest_monthly_earnings": 27500.0,
-                    "highest_monthly_earnings": 439400.0,
-                    "lowest_yearly_earnings": 329500.0,
-                    "highest_yearly_earnings": 5300000.0,
-                    "subscribers_for_last_30_days": 300000.0,
-                    "created_year": 2017.0,
-                    "created_month": "Sep",
-                    "created_date": 27.0,
-                    "Gross tertiary education enrollment (%)": 28.1,
-                    "Population": 1366417754.0,
-                    "Unemployment rate": 5.36,
-                    "Urban_population": 471031528.0,
-                    "Latitude": 20.593684,
-                    "Longitude": 78.96288
-                }
-            },
-            {
-                "scenario_id": "126",
-                "features": {
-                    "rank": 306,
-                    "Youtuber": "Sun TV",
-                    "subscribers": 22600000,
-                    "video views": 20847038152.0,
-                    "category": "People & Blogs",
-                    "Title": "Sun TV",
-                    "uploads": 60964,
-                    "Country": "India",
-                    "Abbreviation": "IN",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 109.0,
-                    "country_rank": 63.0,
-                    "channel_type_rank": 82.0,
-                    "video_views_for_the_last_30_days": 982238000.0,
-                    "lowest_monthly_earnings": 245600.0,
-                    "highest_monthly_earnings": 3900000.0,
-                    "lowest_yearly_earnings": 2900000.0,
-                    "highest_yearly_earnings": 47100000.0,
-                    "subscribers_for_last_30_days": 600000.0,
-                    "created_year": 2016.0,
-                    "created_month": "Feb",
-                    "created_date": 26.0,
-                    "Gross tertiary education enrollment (%)": 28.1,
-                    "Population": 1366417754.0,
-                    "Unemployment rate": 5.36,
-                    "Urban_population": 471031528.0,
-                    "Latitude": 20.593684,
-                    "Longitude": 78.96288
-                }
-            },
-            {
-                "scenario_id": "127",
-                "features": {
-                    "rank": 742,
-                    "Youtuber": "BBC News",
-                    "subscribers": 14500000,
-                    "video views": 4598387043.0,
-                    "category": "News & Politics",
-                    "Title": "BBC News",
-                    "uploads": 18972,
-                    "Country": "United Kingdom",
-                    "Abbreviation": "GB",
-                    "channel_type": "News",
-                    "video_views_rank": 1548.0,
-                    "country_rank": 26.0,
-                    "channel_type_rank": 19.0,
-                    "video_views_for_the_last_30_days": 66273000.0,
-                    "lowest_monthly_earnings": 16600.0,
-                    "highest_monthly_earnings": 265100.0,
-                    "lowest_yearly_earnings": 198800.0,
-                    "highest_yearly_earnings": 3200000.0,
-                    "subscribers_for_last_30_days": 100000.0,
-                    "created_year": 2006.0,
-                    "created_month": "Apr",
-                    "created_date": 8.0,
-                    "Gross tertiary education enrollment (%)": 60.0,
-                    "Population": 66834405.0,
-                    "Unemployment rate": 3.85,
-                    "Urban_population": 55908316.0,
-                    "Latitude": 55.378051,
-                    "Longitude": -3.435973
-                }
-            },
-            {
-                "scenario_id": "128",
-                "features": {
-                    "rank": 139,
-                    "Youtuber": "rezendeevil",
-                    "subscribers": 32100000,
-                    "video views": 13061739758.0,
-                    "category": "Gaming",
-                    "Title": "rezendeevil",
-                    "uploads": 11882,
-                    "Country": "Brazil",
-                    "Abbreviation": "BR",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 287.0,
-                    "country_rank": 9.0,
-                    "channel_type_rank": 40.0,
-                    "video_views_for_the_last_30_days": 44505000.0,
-                    "lowest_monthly_earnings": 11100.0,
-                    "highest_monthly_earnings": 178000.0,
-                    "lowest_yearly_earnings": 133500.0,
-                    "highest_yearly_earnings": 2100000.0,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2012.0,
-                    "created_month": "Feb",
-                    "created_date": 12.0,
-                    "Gross tertiary education enrollment (%)": 51.3,
-                    "Population": 212559417.0,
-                    "Unemployment rate": 12.08,
-                    "Urban_population": 183241641.0,
-                    "Latitude": -14.235004,
-                    "Longitude": -51.92528
-                }
-            },
-            {
-                "scenario_id": "129",
-                "features": {
-                    "rank": 351,
-                    "Youtuber": "Tasty",
-                    "subscribers": 21100000,
-                    "video views": 5783557209.0,
-                    "category": "Howto & Style",
-                    "Title": "Tasty",
-                    "uploads": 4728,
-                    "Country": "United States",
-                    "Abbreviation": "US",
-                    "channel_type": "Howto",
-                    "video_views_rank": 1113.0,
-                    "country_rank": 99.0,
-                    "channel_type_rank": 10.0,
-                    "video_views_for_the_last_30_days": 24691000.0,
-                    "lowest_monthly_earnings": 6200.0,
-                    "highest_monthly_earnings": 98800.0,
-                    "lowest_yearly_earnings": 74100.0,
-                    "highest_yearly_earnings": 1200000.0,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2016.0,
-                    "created_month": "Jan",
-                    "created_date": 22.0,
-                    "Gross tertiary education enrollment (%)": 88.2,
-                    "Population": 328239523.0,
-                    "Unemployment rate": 14.7,
-                    "Urban_population": 270663028.0,
-                    "Latitude": 37.09024,
-                    "Longitude": -95.712891
-                }
-            },
-            {
-                "scenario_id": "130",
-                "features": {
-                    "rank": 845,
-                    "Youtuber": "Sanjoy Das Official",
-                    "subscribers": 13500000,
-                    "video views": 3912334359.0,
-                    "category": "Entertainment",
-                    "Title": "Sanjoy Das Official",
-                    "uploads": 1793,
-                    "Country": "India",
-                    "Abbreviation": "IN",
-                    "channel_type": "Games",
-                    "video_views_rank": 1954.0,
-                    "country_rank": 114.0,
-                    "channel_type_rank": 60.0,
-                    "video_views_for_the_last_30_days": 179232000.0,
-                    "lowest_monthly_earnings": 44800.0,
-                    "highest_monthly_earnings": 716900.0,
-                    "lowest_yearly_earnings": 537700.0,
-                    "highest_yearly_earnings": 8600000.0,
-                    "subscribers_for_last_30_days": 400000.0,
-                    "created_year": 2015.0,
-                    "created_month": "Apr",
-                    "created_date": 29.0,
-                    "Gross tertiary education enrollment (%)": 28.1,
-                    "Population": 1366417754.0,
-                    "Unemployment rate": 5.36,
-                    "Urban_population": 471031528.0,
-                    "Latitude": 20.593684,
-                    "Longitude": 78.96288
-                }
-            },
-            {
-                "scenario_id": "131",
-                "features": {
-                    "rank": 640,
-                    "Youtuber": "FFUNTV",
-                    "subscribers": 15400000,
-                    "video views": 11513738907.0,
-                    "category": "Gaming",
-                    "Title": "FFUNTV",
-                    "uploads": 379,
-                    "Country": "United Arab Emirates",
-                    "Abbreviation": "AE",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 349.0,
-                    "country_rank": 6.0,
-                    "channel_type_rank": 141.0,
-                    "video_views_for_the_last_30_days": 80172000.0,
-                    "lowest_monthly_earnings": 20000.0,
-                    "highest_monthly_earnings": 320700.0,
-                    "lowest_yearly_earnings": 240500.0,
-                    "highest_yearly_earnings": 3800000.0,
-                    "subscribers_for_last_30_days": 200000.0,
-                    "created_year": 2018.0,
-                    "created_month": "Jul",
-                    "created_date": 18.0,
-                    "Gross tertiary education enrollment (%)": 36.8,
-                    "Population": 9770529.0,
-                    "Unemployment rate": 2.35,
-                    "Urban_population": 8479744.0,
-                    "Latitude": 23.424076,
-                    "Longitude": 53.847818
-                }
-            },
-            {
-                "scenario_id": "132",
-                "features": {
-                    "rank": 906,
-                    "Youtuber": "GH'S",
-                    "subscribers": 13000000,
-                    "video views": 8739174649.0,
-                    "category": "Gaming",
-                    "Title": "GH'S",
-                    "uploads": 510,
-                    "Country": "South Korea",
-                    "Abbreviation": "KR",
-                    "channel_type": "Games",
-                    "video_views_rank": 553.0,
-                    "country_rank": 15.0,
-                    "channel_type_rank": 65.0,
-                    "video_views_for_the_last_30_days": 1081000000.0,
-                    "lowest_monthly_earnings": 270300.0,
-                    "highest_monthly_earnings": 4300000.0,
-                    "lowest_yearly_earnings": 3200000.0,
-                    "highest_yearly_earnings": 51900000.0,
-                    "subscribers_for_last_30_days": 1000000.0,
-                    "created_year": 2020.0,
-                    "created_month": "Jul",
-                    "created_date": 7.0,
-                    "Gross tertiary education enrollment (%)": 94.3,
-                    "Population": 51709098.0,
-                    "Unemployment rate": 4.15,
-                    "Urban_population": 42106719.0,
-                    "Latitude": 35.907757,
-                    "Longitude": 127.766922
-                }
-            },
-            {
-                "scenario_id": "133",
-                "features": {
-                    "rank": 64,
-                    "Youtuber": "Shakira",
-                    "subscribers": 43500000,
-                    "video views": 27568757295.0,
-                    "category": "People & Blogs",
-                    "Title": "Shakira",
-                    "uploads": 326,
-                    "Country": "Colombia",
-                    "Abbreviation": "CO",
-                    "channel_type": "Howto",
-                    "video_views_rank": 52.0,
-                    "country_rank": 1.0,
-                    "channel_type_rank": 3.0,
-                    "video_views_for_the_last_30_days": 353412000.0,
-                    "lowest_monthly_earnings": 88400.0,
-                    "highest_monthly_earnings": 1400000.0,
-                    "lowest_yearly_earnings": 1100000.0,
-                    "highest_yearly_earnings": 17000000.0,
-                    "subscribers_for_last_30_days": 500000.0,
-                    "created_year": 2005.0,
-                    "created_month": "Oct",
-                    "created_date": 16.0,
-                    "Gross tertiary education enrollment (%)": 55.3,
-                    "Population": 50339443.0,
-                    "Unemployment rate": 9.71,
-                    "Urban_population": 40827302.0,
-                    "Latitude": 4.570868,
-                    "Longitude": -74.297333
-                }
-            },
-            {
-                "scenario_id": "134",
-                "features": {
-                    "rank": 969,
-                    "Youtuber": "CKM",
-                    "subscribers": 12500000,
-                    "video views": 4465772496.0,
-                    "category": "Comedy",
-                    "Title": "CKM",
-                    "uploads": 117,
-                    "Country": "India",
-                    "Abbreviation": "IN",
-                    "channel_type": "Comedy",
-                    "video_views_rank": 1621.0,
-                    "country_rank": 123.0,
-                    "channel_type_rank": 42.0,
-                    "video_views_for_the_last_30_days": 13142000.0,
-                    "lowest_monthly_earnings": 3300.0,
-                    "highest_monthly_earnings": 52600.0,
-                    "lowest_yearly_earnings": 39400.0,
-                    "highest_yearly_earnings": 630800.0,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2018.0,
-                    "created_month": "Feb",
-                    "created_date": 20.0,
-                    "Gross tertiary education enrollment (%)": 28.1,
-                    "Population": 1366417754.0,
-                    "Unemployment rate": 5.36,
-                    "Urban_population": 471031528.0,
-                    "Latitude": 20.593684,
-                    "Longitude": 78.96288
-                }
-            },
-            {
-                "scenario_id": "135",
-                "features": {
-                    "rank": 148,
-                    "Youtuber": "Lucas and Marcus",
-                    "subscribers": 31600000,
-                    "video views": 11615848291.0,
-                    "category": "Entertainment",
-                    "Title": "Lucas and Marcus",
-                    "uploads": 1321,
-                    "Country": "United States",
-                    "Abbreviation": "US",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 339.0,
-                    "country_rank": 42.0,
-                    "channel_type_rank": 43.0,
-                    "video_views_for_the_last_30_days": 312099000.0,
-                    "lowest_monthly_earnings": 78000.0,
-                    "highest_monthly_earnings": 1200000.0,
-                    "lowest_yearly_earnings": 936300.0,
-                    "highest_yearly_earnings": 15000000.0,
-                    "subscribers_for_last_30_days": 400000.0,
-                    "created_year": 2011.0,
-                    "created_month": "Jan",
-                    "created_date": 19.0,
-                    "Gross tertiary education enrollment (%)": 88.2,
-                    "Population": 328239523.0,
-                    "Unemployment rate": 14.7,
-                    "Urban_population": 270663028.0,
-                    "Latitude": 37.09024,
-                    "Longitude": -95.712891
-                }
-            },
-            {
-                "scenario_id": "136",
-                "features": {
-                    "rank": 18,
-                    "Youtuber": "BANGTANTV",
-                    "subscribers": 75600000,
-                    "video views": 20826993957.0,
-                    "category": "Music",
-                    "Title": "BANGTANTV",
-                    "uploads": 2281,
-                    "Country": "South Korea",
-                    "Abbreviation": "KR",
-                    "channel_type": "Music",
-                    "video_views_rank": 112.0,
-                    "country_rank": 2.0,
-                    "channel_type_rank": 4.0,
-                    "video_views_for_the_last_30_days": 168290000.0,
-                    "lowest_monthly_earnings": 42100.0,
-                    "highest_monthly_earnings": 673200.0,
-                    "lowest_yearly_earnings": 504900.0,
-                    "highest_yearly_earnings": 8100000.0,
-                    "subscribers_for_last_30_days": 400000.0,
-                    "created_year": 2012.0,
-                    "created_month": "Dec",
-                    "created_date": 17.0,
-                    "Gross tertiary education enrollment (%)": 94.3,
-                    "Population": 51709098.0,
-                    "Unemployment rate": 4.15,
-                    "Urban_population": 42106719.0,
-                    "Latitude": 35.907757,
-                    "Longitude": 127.766922
-                }
-            },
-            {
-                "scenario_id": "137",
-                "features": {
-                    "rank": 389,
-                    "Youtuber": "dednahype",
-                    "subscribers": 20200000,
-                    "video views": 20919403720.0,
-                    "category": "Comedy",
-                    "Title": "dednahype",
-                    "uploads": 1935,
-                    "Country": "Latvia",
-                    "Abbreviation": "LV",
-                    "channel_type": "Comedy",
-                    "video_views_rank": 108.0,
-                    "country_rank": 1.0,
-                    "channel_type_rank": 19.0,
-                    "video_views_for_the_last_30_days": 1245000000.0,
-                    "lowest_monthly_earnings": 311200.0,
-                    "highest_monthly_earnings": 5000000.0,
-                    "lowest_yearly_earnings": 3700000.0,
-                    "highest_yearly_earnings": 59800000.0,
-                    "subscribers_for_last_30_days": 1200000.0,
-                    "created_year": 2020.0,
-                    "created_month": "Mar",
-                    "created_date": 20.0,
-                    "Gross tertiary education enrollment (%)": 88.1,
-                    "Population": 1912789.0,
-                    "Unemployment rate": 6.52,
-                    "Urban_population": 1304943.0,
-                    "Latitude": 56.879635,
-                    "Longitude": 24.603189
-                }
-            },
-            {
-                "scenario_id": "138",
-                "features": {
-                    "rank": 360,
-                    "Youtuber": "LIV Crime",
-                    "subscribers": 20900000,
-                    "video views": 11058049885.0,
-                    "category": "People & Blogs",
-                    "Title": "LIV Crime",
-                    "uploads": 9850,
-                    "Country": "United States",
-                    "Abbreviation": "US",
-                    "channel_type": "People",
-                    "video_views_rank": 372.0,
-                    "country_rank": 100.0,
-                    "channel_type_rank": 17.0,
-                    "video_views_for_the_last_30_days": 383700000.0,
-                    "lowest_monthly_earnings": 95900.0,
-                    "highest_monthly_earnings": 1500000.0,
-                    "lowest_yearly_earnings": 1200000.0,
-                    "highest_yearly_earnings": 18400000.0,
-                    "subscribers_for_last_30_days": 600000.0,
-                    "created_year": 2020.0,
-                    "created_month": "Aug",
-                    "created_date": 18.0,
-                    "Gross tertiary education enrollment (%)": 88.2,
-                    "Population": 328239523.0,
-                    "Unemployment rate": 14.7,
-                    "Urban_population": 270663028.0,
-                    "Latitude": 37.09024,
-                    "Longitude": -95.712891
-                }
-            },
-            {
-                "scenario_id": "139",
-                "features": {
-                    "rank": 740,
-                    "Youtuber": "IDEIAS INCR��",
-                    "subscribers": 14500000,
-                    "video views": 3551889957.0,
-                    "category": "Howto & Style",
-                    "Title": "IDEIAS INCR��",
-                    "uploads": 5430,
-                    "Country": "Brazil",
-                    "Abbreviation": "BR",
-                    "channel_type": "Howto",
-                    "video_views_rank": 2269.0,
-                    "country_rank": 41.0,
-                    "channel_type_rank": 26.0,
-                    "video_views_for_the_last_30_days": 2838000.0,
-                    "lowest_monthly_earnings": 709.0,
-                    "highest_monthly_earnings": 11400.0,
-                    "lowest_yearly_earnings": 8500.0,
-                    "highest_yearly_earnings": 136200.0,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2017.0,
-                    "created_month": "Oct",
-                    "created_date": 30.0,
-                    "Gross tertiary education enrollment (%)": 51.3,
-                    "Population": 212559417.0,
-                    "Unemployment rate": 12.08,
-                    "Urban_population": 183241641.0,
-                    "Latitude": -14.235004,
-                    "Longitude": -51.92528
-                }
-            },
-            {
-                "scenario_id": "140",
-                "features": {
-                    "rank": 825,
-                    "Youtuber": "The Vishal bhatt",
-                    "subscribers": 13700000,
-                    "video views": 9596430464.0,
-                    "category": "Comedy",
-                    "Title": "The Vishal bhatt",
-                    "uploads": 1040,
-                    "Country": "India",
-                    "Abbreviation": "IN",
-                    "channel_type": "Comedy",
-                    "video_views_rank": 487.0,
-                    "country_rank": 113.0,
-                    "channel_type_rank": 36.0,
-                    "video_views_for_the_last_30_days": 379240000.0,
-                    "lowest_monthly_earnings": 94800.0,
-                    "highest_monthly_earnings": 1500000.0,
-                    "lowest_yearly_earnings": 1100000.0,
-                    "highest_yearly_earnings": 18200000.0,
-                    "subscribers_for_last_30_days": 600000.0,
-                    "created_year": 2021.0,
-                    "created_month": "Aug",
-                    "created_date": 15.0,
-                    "Gross tertiary education enrollment (%)": 28.1,
-                    "Population": 1366417754.0,
-                    "Unemployment rate": 5.36,
-                    "Urban_population": 471031528.0,
-                    "Latitude": 20.593684,
-                    "Longitude": 78.96288
-                }
-            },
-            {
-                "scenario_id": "141",
-                "features": {
-                    "rank": 155,
-                    "Youtuber": "ImagineDragons",
-                    "subscribers": 30700000,
-                    "video views": 16793072362.0,
-                    "category": "Music",
-                    "Title": "ImagineDragons",
-                    "uploads": 92,
-                    "Country": "United States",
-                    "Abbreviation": "US",
-                    "channel_type": "Music",
-                    "video_views_rank": 169.0,
-                    "country_rank": 45.0,
-                    "channel_type_rank": 50.0,
-                    "video_views_for_the_last_30_days": 188837000.0,
-                    "lowest_monthly_earnings": 47200.0,
-                    "highest_monthly_earnings": 755300.0,
-                    "lowest_yearly_earnings": 566500.0,
-                    "highest_yearly_earnings": 9100000.0,
-                    "subscribers_for_last_30_days": 100000.0,
-                    "created_year": 2009.0,
-                    "created_month": "Aug",
-                    "created_date": 3.0,
-                    "Gross tertiary education enrollment (%)": 88.2,
-                    "Population": 328239523.0,
-                    "Unemployment rate": 14.7,
-                    "Urban_population": 270663028.0,
-                    "Latitude": 37.09024,
-                    "Longitude": -95.712891
-                }
-            },
-            {
-                "scenario_id": "142",
-                "features": {
-                    "rank": 981,
-                    "Youtuber": "Zee Kids",
-                    "subscribers": 12400000,
-                    "video views": 7683670251.0,
-                    "category": "Film & Animation",
-                    "Title": "Zee Kids",
-                    "uploads": 1212,
-                    "Country": "India",
-                    "Abbreviation": "IN",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 709.0,
-                    "country_rank": 124.0,
-                    "channel_type_rank": 172.0,
-                    "video_views_for_the_last_30_days": 95163000.0,
-                    "lowest_monthly_earnings": 23800.0,
-                    "highest_monthly_earnings": 380700.0,
-                    "lowest_yearly_earnings": 285500.0,
-                    "highest_yearly_earnings": 4600000.0,
-                    "subscribers_for_last_30_days": 100000.0,
-                    "created_year": 2012.0,
-                    "created_month": "Jul",
-                    "created_date": 6.0,
-                    "Gross tertiary education enrollment (%)": 28.1,
-                    "Population": 1366417754.0,
-                    "Unemployment rate": 5.36,
-                    "Urban_population": 471031528.0,
-                    "Latitude": 20.593684,
-                    "Longitude": 78.96288
-                }
-            },
-            {
-                "scenario_id": "143",
-                "features": {
-                    "rank": 732,
-                    "Youtuber": "O Reino Infantil",
-                    "subscribers": 14600000,
-                    "video views": 11182302317.0,
-                    "category": "Music",
-                    "Title": "O Reino Infantil",
-                    "uploads": 1206,
-                    "Country": "Brazil",
-                    "Abbreviation": "BR",
-                    "channel_type": "Music",
-                    "video_views_rank": 369.0,
-                    "country_rank": 40.0,
-                    "channel_type_rank": 131.0,
-                    "video_views_for_the_last_30_days": 109865000.0,
-                    "lowest_monthly_earnings": 27500.0,
-                    "highest_monthly_earnings": 439500.0,
-                    "lowest_yearly_earnings": 329600.0,
-                    "highest_yearly_earnings": 5300000.0,
-                    "subscribers_for_last_30_days": 100000.0,
-                    "created_year": 2014.0,
-                    "created_month": "Aug",
-                    "created_date": 19.0,
-                    "Gross tertiary education enrollment (%)": 51.3,
-                    "Population": 212559417.0,
-                    "Unemployment rate": 12.08,
-                    "Urban_population": 183241641.0,
-                    "Latitude": -14.235004,
-                    "Longitude": -51.92528
-                }
-            },
-            {
-                "scenario_id": "144",
-                "features": {
-                    "rank": 371,
-                    "Youtuber": "Bizarrap",
-                    "subscribers": 20600000,
-                    "video views": 7657171980.0,
-                    "category": "Comedy",
-                    "Title": "Bizarrap",
-                    "uploads": 83,
-                    "Country": "Argentina",
-                    "Abbreviation": "AR",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 711.0,
-                    "country_rank": 8.0,
-                    "channel_type_rank": 98.0,
-                    "video_views_for_the_last_30_days": 193176000.0,
-                    "lowest_monthly_earnings": 48300.0,
-                    "highest_monthly_earnings": 772700.0,
-                    "lowest_yearly_earnings": 579500.0,
-                    "highest_yearly_earnings": 9300000.0,
-                    "subscribers_for_last_30_days": 200000.0,
-                    "created_year": 2017.0,
-                    "created_month": "Jan",
-                    "created_date": 15.0,
-                    "Gross tertiary education enrollment (%)": 90.0,
-                    "Population": 44938712.0,
-                    "Unemployment rate": 9.79,
-                    "Urban_population": 41339571.0,
-                    "Latitude": -38.416097,
-                    "Longitude": -63.616672
-                }
-            },
-            {
-                "scenario_id": "145",
-                "features": {
-                    "rank": 59,
-                    "Youtuber": "Katy Perry",
-                    "subscribers": 44200000,
-                    "video views": 25458952022.0,
-                    "category": "Music",
-                    "Title": "Katy Perry",
-                    "uploads": 128,
-                    "Country": "United States",
-                    "Abbreviation": "US",
-                    "channel_type": "Music",
-                    "video_views_rank": 70.0,
-                    "country_rank": 19.0,
-                    "channel_type_rank": 24.0,
-                    "video_views_for_the_last_30_days": 134242000.0,
-                    "lowest_monthly_earnings": 33600.0,
-                    "highest_monthly_earnings": 537000.0,
-                    "lowest_yearly_earnings": 402700.0,
-                    "highest_yearly_earnings": 6400000.0,
-                    "subscribers_for_last_30_days": 100000.0,
-                    "created_year": 2008.0,
-                    "created_month": "Jun",
-                    "created_date": 1.0,
-                    "Gross tertiary education enrollment (%)": 88.2,
-                    "Population": 328239523.0,
-                    "Unemployment rate": 14.7,
-                    "Urban_population": 270663028.0,
-                    "Latitude": 37.09024,
-                    "Longitude": -95.712891
-                }
-            },
-            {
-                "scenario_id": "146",
-                "features": {
-                    "rank": 500,
-                    "Youtuber": "tanboy kun",
-                    "subscribers": 17700000,
-                    "video views": 3647267655.0,
-                    "category": "People & Blogs",
-                    "Title": "tanboy kun",
-                    "uploads": 739,
-                    "Country": "Indonesia",
-                    "Abbreviation": "ID",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 2169.0,
-                    "country_rank": 17.0,
-                    "channel_type_rank": 122.0,
-                    "video_views_for_the_last_30_days": 48174000.0,
-                    "lowest_monthly_earnings": 12000.0,
-                    "highest_monthly_earnings": 192700.0,
-                    "lowest_yearly_earnings": 144500.0,
-                    "highest_yearly_earnings": 2300000.0,
-                    "subscribers_for_last_30_days": 100000.0,
-                    "created_year": 2016.0,
-                    "created_month": "Oct",
-                    "created_date": 27.0,
-                    "Gross tertiary education enrollment (%)": 36.3,
-                    "Population": 270203917.0,
-                    "Unemployment rate": 4.69,
-                    "Urban_population": 151509724.0,
-                    "Latitude": -0.789275,
-                    "Longitude": 113.921327
-                }
-            },
-            {
-                "scenario_id": "147",
-                "features": {
-                    "rank": 398,
-                    "Youtuber": "5-Minute Crafts PLAY",
-                    "subscribers": 20100000,
-                    "video views": 6119294270.0,
-                    "category": "Howto & Style",
-                    "Title": "5-Minute Crafts PLAY",
-                    "uploads": 5491,
-                    "Country": "United States",
-                    "Abbreviation": "US",
-                    "channel_type": "Howto",
-                    "video_views_rank": 1014.0,
-                    "country_rank": 108.0,
-                    "channel_type_rank": 12.0,
-                    "video_views_for_the_last_30_days": 105784000.0,
-                    "lowest_monthly_earnings": 26400.0,
-                    "highest_monthly_earnings": 423100.0,
-                    "lowest_yearly_earnings": 317400.0,
-                    "highest_yearly_earnings": 5100000.0,
-                    "subscribers_for_last_30_days": 100000.0,
-                    "created_year": 2017.0,
-                    "created_month": "Oct",
-                    "created_date": 30.0,
-                    "Gross tertiary education enrollment (%)": 88.2,
-                    "Population": 328239523.0,
-                    "Unemployment rate": 14.7,
-                    "Urban_population": 270663028.0,
-                    "Latitude": 37.09024,
-                    "Longitude": -95.712891
-                }
-            },
-            {
-                "scenario_id": "148",
-                "features": {
-                    "rank": 540,
-                    "Youtuber": "VICE",
-                    "subscribers": 16900000,
-                    "video views": 4609753237.0,
-                    "category": "Entertainment",
-                    "Title": "VICE",
-                    "uploads": 3900,
-                    "Country": "United States",
-                    "Abbreviation": "US",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 1543.0,
-                    "country_rank": 134.0,
-                    "channel_type_rank": 129.0,
-                    "video_views_for_the_last_30_days": 36357000.0,
-                    "lowest_monthly_earnings": 9100.0,
-                    "highest_monthly_earnings": 145400.0,
-                    "lowest_yearly_earnings": 109100.0,
-                    "highest_yearly_earnings": 1700000.0,
-                    "subscribers_for_last_30_days": 100000.0,
-                    "created_year": 2005.0,
-                    "created_month": "Dec",
-                    "created_date": 16.0,
-                    "Gross tertiary education enrollment (%)": 88.2,
-                    "Population": 328239523.0,
-                    "Unemployment rate": 14.7,
-                    "Urban_population": 270663028.0,
-                    "Latitude": 37.09024,
-                    "Longitude": -95.712891
-                }
-            },
-            {
-                "scenario_id": "149",
-                "features": {
-                    "rank": 281,
-                    "Youtuber": "Peppa Pig Espa���������",
-                    "subscribers": 23600000,
-                    "video views": 7920637200.0,
-                    "category": "Film & Animation",
-                    "Title": "Peppa Pig Espa���������",
-                    "uploads": 1251,
-                    "Country": "United Kingdom",
-                    "Abbreviation": "GB",
-                    "channel_type": "Film",
-                    "video_views_rank": 668.0,
-                    "country_rank": 12.0,
-                    "channel_type_rank": 19.0,
-                    "video_views_for_the_last_30_days": 53589000.0,
-                    "lowest_monthly_earnings": 13400.0,
-                    "highest_monthly_earnings": 214400.0,
-                    "lowest_yearly_earnings": 160800.0,
-                    "highest_yearly_earnings": 2600000.0,
-                    "subscribers_for_last_30_days": 100000.0,
-                    "created_year": 2014.0,
-                    "created_month": "Jul",
-                    "created_date": 28.0,
-                    "Gross tertiary education enrollment (%)": 60.0,
-                    "Population": 66834405.0,
-                    "Unemployment rate": 3.85,
-                    "Urban_population": 55908316.0,
-                    "Latitude": 55.378051,
-                    "Longitude": -3.435973
-                }
-            },
-            {
-                "scenario_id": "150",
-                "features": {
-                    "rank": 590,
-                    "Youtuber": "AdMe",
-                    "subscribers": 16200000,
-                    "video views": 4488680903.0,
-                    "category": "Entertainment",
-                    "Title": "Aday C����ï",
-                    "uploads": 10,
-                    "Country": "Spain",
-                    "Abbreviation": "ES",
-                    "channel_type": "Music",
-                    "video_views_rank": 4048675.0,
-                    "country_rank": 4228.0,
-                    "channel_type_rank": 5766.0,
-                    "video_views_for_the_last_30_days": 4.0,
-                    "lowest_monthly_earnings": 0.0,
-                    "highest_monthly_earnings": 0.02,
-                    "lowest_yearly_earnings": 0.01,
-                    "highest_yearly_earnings": 0.19,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2006.0,
-                    "created_month": "May",
-                    "created_date": 2.0,
-                    "Gross tertiary education enrollment (%)": 88.9,
-                    "Population": 47076781.0,
-                    "Unemployment rate": 13.96,
-                    "Urban_population": 37927409.0,
-                    "Latitude": 40.463667,
-                    "Longitude": -3.74922
-                }
-            },
-            {
-                "scenario_id": "151",
-                "features": {
-                    "rank": 780,
-                    "Youtuber": "SEVENGERS",
-                    "subscribers": 14200000,
-                    "video views": 10238593147.0,
-                    "category": "Comedy",
-                    "Title": "SEVENGERS",
-                    "uploads": 872,
-                    "Country": "India",
-                    "Abbreviation": "IN",
-                    "channel_type": "Comedy",
-                    "video_views_rank": 422.0,
-                    "country_rank": 110.0,
-                    "channel_type_rank": 33.0,
-                    "video_views_for_the_last_30_days": 367898000.0,
-                    "lowest_monthly_earnings": 92000.0,
-                    "highest_monthly_earnings": 1500000.0,
-                    "lowest_yearly_earnings": 1100000.0,
-                    "highest_yearly_earnings": 17700000.0,
-                    "subscribers_for_last_30_days": 400000.0,
-                    "created_year": 2018.0,
-                    "created_month": "Jun",
-                    "created_date": 4.0,
-                    "Gross tertiary education enrollment (%)": 28.1,
-                    "Population": 1366417754.0,
-                    "Unemployment rate": 5.36,
-                    "Urban_population": 471031528.0,
-                    "Latitude": 20.593684,
-                    "Longitude": 78.96288
-                }
-            },
-            {
-                "scenario_id": "152",
-                "features": {
-                    "rank": 129,
-                    "Youtuber": "CVS 3D Rhymes & Kids Songs",
-                    "subscribers": 33400000,
-                    "video views": 20269857567.0,
-                    "category": "Education",
-                    "Title": "CVS 3D Rhymes & Kids Songs",
-                    "uploads": 338,
-                    "Country": "India",
-                    "Abbreviation": "IN",
-                    "channel_type": "Education",
-                    "video_views_rank": 120.0,
-                    "country_rank": 35.0,
-                    "channel_type_rank": 9.0,
-                    "video_views_for_the_last_30_days": 136084000.0,
-                    "lowest_monthly_earnings": 34000.0,
-                    "highest_monthly_earnings": 544300.0,
-                    "lowest_yearly_earnings": 408300.0,
-                    "highest_yearly_earnings": 6500000.0,
-                    "subscribers_for_last_30_days": 200000.0,
-                    "created_year": 2008.0,
-                    "created_month": "Aug",
-                    "created_date": 26.0,
-                    "Gross tertiary education enrollment (%)": 28.1,
-                    "Population": 1366417754.0,
-                    "Unemployment rate": 5.36,
-                    "Urban_population": 471031528.0,
-                    "Latitude": 20.593684,
-                    "Longitude": 78.96288
-                }
-            },
-            {
-                "scenario_id": "153",
-                "features": {
-                    "rank": 668,
-                    "Youtuber": "Makiman131",
-                    "subscribers": 15100000,
-                    "video views": 4236036141.0,
-                    "category": "Gaming",
-                    "Title": "Makiman131",
-                    "uploads": 2997,
-                    "Country": "Spain",
-                    "Abbreviation": "ES",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 1760.0,
-                    "country_rank": 12.0,
-                    "channel_type_rank": 145.0,
-                    "video_views_for_the_last_30_days": 5972000.0,
-                    "lowest_monthly_earnings": 1500.0,
-                    "highest_monthly_earnings": 23900.0,
-                    "lowest_yearly_earnings": 17900.0,
-                    "highest_yearly_earnings": 286600.0,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2013.0,
-                    "created_month": "Feb",
-                    "created_date": 12.0,
-                    "Gross tertiary education enrollment (%)": 88.9,
-                    "Population": 47076781.0,
-                    "Unemployment rate": 13.96,
-                    "Urban_population": 37927409.0,
-                    "Latitude": 40.463667,
-                    "Longitude": -3.74922
-                }
-            },
-            {
-                "scenario_id": "154",
-                "features": {
-                    "rank": 798,
-                    "Youtuber": "Gallina Pintadita",
-                    "subscribers": 14000000,
-                    "video views": 9660950823.0,
-                    "category": "Music",
-                    "Title": "Gallina Pintadita",
-                    "uploads": 62,
-                    "Country": "Mexico",
-                    "Abbreviation": "MX",
-                    "channel_type": "Film",
-                    "video_views_rank": 477.0,
-                    "country_rank": 29.0,
-                    "channel_type_rank": 40.0,
-                    "video_views_for_the_last_30_days": 70626000.0,
-                    "lowest_monthly_earnings": 17700.0,
-                    "highest_monthly_earnings": 282500.0,
-                    "lowest_yearly_earnings": 211900.0,
-                    "highest_yearly_earnings": 3400000.0,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2011.0,
-                    "created_month": "Aug",
-                    "created_date": 2.0,
-                    "Gross tertiary education enrollment (%)": 40.2,
-                    "Population": 126014024.0,
-                    "Unemployment rate": 3.42,
-                    "Urban_population": 102626859.0,
-                    "Latitude": 23.634501,
-                    "Longitude": -102.552784
-                }
-            },
-            {
-                "scenario_id": "155",
-                "features": {
-                    "rank": 416,
-                    "Youtuber": "Sony AATH",
-                    "subscribers": 19600000,
-                    "video views": 13930021471.0,
-                    "category": "Shows",
-                    "Title": "Sony AATH",
-                    "uploads": 18661,
-                    "Country": "United States",
-                    "Abbreviation": "US",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 257.0,
-                    "country_rank": 112.0,
-                    "channel_type_rank": 106.0,
-                    "video_views_for_the_last_30_days": 274212000.0,
-                    "lowest_monthly_earnings": 68600.0,
-                    "highest_monthly_earnings": 1100000.0,
-                    "lowest_yearly_earnings": 822600.0,
-                    "highest_yearly_earnings": 13200000.0,
-                    "subscribers_for_last_30_days": 300000.0,
-                    "created_year": 2013.0,
-                    "created_month": "Nov",
-                    "created_date": 13.0,
-                    "Gross tertiary education enrollment (%)": 88.2,
-                    "Population": 328239523.0,
-                    "Unemployment rate": 14.7,
-                    "Urban_population": 270663028.0,
-                    "Latitude": 37.09024,
-                    "Longitude": -95.712891
-                }
-            },
-            {
-                "scenario_id": "156",
-                "features": {
-                    "rank": 683,
-                    "Youtuber": "PlayStation",
-                    "subscribers": 15000000,
-                    "video views": 4741434420.0,
-                    "category": "Gaming",
-                    "Title": "PlayStation",
-                    "uploads": 20292,
-                    "Country": "United States",
-                    "Abbreviation": "US",
-                    "channel_type": "Games",
-                    "video_views_rank": 1469.0,
-                    "country_rank": 151.0,
-                    "channel_type_rank": 48.0,
-                    "video_views_for_the_last_30_days": 41789000.0,
-                    "lowest_monthly_earnings": 10400.0,
-                    "highest_monthly_earnings": 167200.0,
-                    "lowest_yearly_earnings": 125400.0,
-                    "highest_yearly_earnings": 2000000.0,
-                    "subscribers_for_last_30_days": 100000.0,
-                    "created_year": 2005.0,
-                    "created_month": "Dec",
-                    "created_date": 16.0,
-                    "Gross tertiary education enrollment (%)": 88.2,
-                    "Population": 328239523.0,
-                    "Unemployment rate": 14.7,
-                    "Urban_population": 270663028.0,
-                    "Latitude": 37.09024,
-                    "Longitude": -95.712891
-                }
-            },
-            {
-                "scenario_id": "157",
-                "features": {
-                    "rank": 661,
-                    "Youtuber": "It's Mamix",
-                    "subscribers": 15100000,
-                    "video views": 1777072487.0,
-                    "category": "People & Blogs",
-                    "Title": "It's Mamix",
-                    "uploads": 210,
-                    "Country": "United States",
-                    "Abbreviation": "US",
-                    "channel_type": "People",
-                    "video_views_rank": 5778.0,
-                    "country_rank": 150.0,
-                    "channel_type_rank": 44.0,
-                    "video_views_for_the_last_30_days": 15984000.0,
-                    "lowest_monthly_earnings": 4000.0,
-                    "highest_monthly_earnings": 63900.0,
-                    "lowest_yearly_earnings": 48000.0,
-                    "highest_yearly_earnings": 767200.0,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2017.0,
-                    "created_month": "Feb",
-                    "created_date": 1.0,
-                    "Gross tertiary education enrollment (%)": 88.2,
-                    "Population": 328239523.0,
-                    "Unemployment rate": 14.7,
-                    "Urban_population": 270663028.0,
-                    "Latitude": 37.09024,
-                    "Longitude": -95.712891
-                }
-            },
-            {
-                "scenario_id": "158",
-                "features": {
-                    "rank": 813,
-                    "Youtuber": "Alexa Rivera",
-                    "subscribers": 13900000,
-                    "video views": 3193226072.0,
-                    "category": "Howto & Style",
-                    "Title": "Alexa Rivera",
-                    "uploads": 288,
-                    "Country": null,
-                    "Abbreviation": null,
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 2613.0,
-                    "country_rank": null,
-                    "channel_type_rank": 157.0,
-                    "video_views_for_the_last_30_days": 142760000.0,
-                    "lowest_monthly_earnings": 35700.0,
-                    "highest_monthly_earnings": 571000.0,
-                    "lowest_yearly_earnings": 428300.0,
-                    "highest_yearly_earnings": 6900000.0,
-                    "subscribers_for_last_30_days": 300000.0,
-                    "created_year": 2010.0,
-                    "created_month": "Aug",
-                    "created_date": 21.0,
-                    "Gross tertiary education enrollment (%)": null,
-                    "Population": null,
-                    "Unemployment rate": null,
-                    "Urban_population": null,
-                    "Latitude": null,
-                    "Longitude": null
-                }
-            },
-            {
-                "scenario_id": "159",
-                "features": {
-                    "rank": 236,
-                    "Youtuber": "ABPLIVE",
-                    "subscribers": 25200000,
-                    "video views": 7968363381.0,
-                    "category": "People & Blogs",
-                    "Title": "ABPLIVE",
-                    "uploads": 12,
-                    "Country": null,
-                    "Abbreviation": null,
-                    "channel_type": "People",
-                    "video_views_rank": 4026389.0,
-                    "country_rank": null,
-                    "channel_type_rank": 7421.0,
-                    "video_views_for_the_last_30_days": 2.0,
-                    "lowest_monthly_earnings": 0.0,
-                    "highest_monthly_earnings": 0.01,
-                    "lowest_yearly_earnings": 0.01,
-                    "highest_yearly_earnings": 0.1,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2014.0,
-                    "created_month": "Jul",
-                    "created_date": 26.0,
-                    "Gross tertiary education enrollment (%)": null,
-                    "Population": null,
-                    "Unemployment rate": null,
-                    "Urban_population": null,
-                    "Latitude": null,
-                    "Longitude": null
-                }
-            },
-            {
-                "scenario_id": "160",
-                "features": {
-                    "rank": 858,
-                    "Youtuber": "GMA Integrated News",
-                    "subscribers": 13400000,
-                    "video views": 9569814790.0,
-                    "category": "News & Politics",
-                    "Title": "GMA Integrated News",
-                    "uploads": 296272,
-                    "Country": "Philippines",
-                    "Abbreviation": "PH",
-                    "channel_type": "News",
-                    "video_views_rank": 486.0,
-                    "country_rank": 10.0,
-                    "channel_type_rank": 22.0,
-                    "video_views_for_the_last_30_days": 115459000.0,
-                    "lowest_monthly_earnings": 28900.0,
-                    "highest_monthly_earnings": 461800.0,
-                    "lowest_yearly_earnings": 346400.0,
-                    "highest_yearly_earnings": 5500000.0,
-                    "subscribers_for_last_30_days": 100000.0,
-                    "created_year": 2007.0,
-                    "created_month": "Oct",
-                    "created_date": 29.0,
-                    "Gross tertiary education enrollment (%)": 35.5,
-                    "Population": 108116615.0,
-                    "Unemployment rate": 2.15,
-                    "Urban_population": 50975903.0,
-                    "Latitude": 12.879721,
-                    "Longitude": 121.774017
-                }
-            },
-            {
-                "scenario_id": "161",
-                "features": {
-                    "rank": 613,
-                    "Youtuber": "Camilo",
-                    "subscribers": 15900000,
-                    "video views": 6802382479.0,
-                    "category": "Music",
-                    "Title": "Camilo",
-                    "uploads": 132,
-                    "Country": "Colombia",
-                    "Abbreviation": "CO",
-                    "channel_type": "Music",
-                    "video_views_rank": 871.0,
-                    "country_rank": 8.0,
-                    "channel_type_rank": 120.0,
-                    "video_views_for_the_last_30_days": 59890000.0,
-                    "lowest_monthly_earnings": 15000.0,
-                    "highest_monthly_earnings": 239600.0,
-                    "lowest_yearly_earnings": 179700.0,
-                    "highest_yearly_earnings": 2900000.0,
-                    "subscribers_for_last_30_days": 100000.0,
-                    "created_year": 2010.0,
-                    "created_month": "Jul",
-                    "created_date": 29.0,
-                    "Gross tertiary education enrollment (%)": 55.3,
-                    "Population": 50339443.0,
-                    "Unemployment rate": 9.71,
-                    "Urban_population": 40827302.0,
-                    "Latitude": 4.570868,
-                    "Longitude": -74.297333
-                }
-            },
-            {
-                "scenario_id": "162",
-                "features": {
-                    "rank": 745,
-                    "Youtuber": "Aadishakti Films",
-                    "subscribers": 14500000,
-                    "video views": 6290721701.0,
-                    "category": "Music",
-                    "Title": "Aadishakti Films",
-                    "uploads": 4790,
-                    "Country": "India",
-                    "Abbreviation": "IN",
-                    "channel_type": "Music",
-                    "video_views_rank": 981.0,
-                    "country_rank": 107.0,
-                    "channel_type_rank": 132.0,
-                    "video_views_for_the_last_30_days": 48447000.0,
-                    "lowest_monthly_earnings": 12100.0,
-                    "highest_monthly_earnings": 193800.0,
-                    "lowest_yearly_earnings": 145300.0,
-                    "highest_yearly_earnings": 2300000.0,
-                    "subscribers_for_last_30_days": 200000.0,
-                    "created_year": 2016.0,
-                    "created_month": "Oct",
-                    "created_date": 28.0,
-                    "Gross tertiary education enrollment (%)": 28.1,
-                    "Population": 1366417754.0,
-                    "Unemployment rate": 5.36,
-                    "Urban_population": 471031528.0,
-                    "Latitude": 20.593684,
-                    "Longitude": 78.96288
-                }
-            },
-            {
-                "scenario_id": "163",
-                "features": {
-                    "rank": 261,
-                    "Youtuber": "DJ Snake",
-                    "subscribers": 24100000,
-                    "video views": 8425505919.0,
-                    "category": "Music",
-                    "Title": "DJ Snake",
-                    "uploads": 252,
-                    "Country": "United States",
-                    "Abbreviation": "US",
-                    "channel_type": "Music",
-                    "video_views_rank": 602.0,
-                    "country_rank": 77.0,
-                    "channel_type_rank": 76.0,
-                    "video_views_for_the_last_30_days": 63293000.0,
-                    "lowest_monthly_earnings": 15800.0,
-                    "highest_monthly_earnings": 253200.0,
-                    "lowest_yearly_earnings": 189900.0,
-                    "highest_yearly_earnings": 3000000.0,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2008.0,
-                    "created_month": "Sep",
-                    "created_date": 24.0,
-                    "Gross tertiary education enrollment (%)": 88.2,
-                    "Population": 328239523.0,
-                    "Unemployment rate": 14.7,
-                    "Urban_population": 270663028.0,
-                    "Latitude": 37.09024,
-                    "Longitude": -95.712891
-                }
-            },
-            {
-                "scenario_id": "164",
-                "features": {
-                    "rank": 935,
-                    "Youtuber": "Diana and Roma IND",
-                    "subscribers": 12700000,
-                    "video views": 5567832210.0,
-                    "category": null,
-                    "Title": "Diana and Roma IND",
-                    "uploads": 534,
-                    "Country": "United States",
-                    "Abbreviation": "US",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 1173.0,
-                    "country_rank": 173.0,
-                    "channel_type_rank": 169.0,
-                    "video_views_for_the_last_30_days": 46602000.0,
-                    "lowest_monthly_earnings": 11700.0,
-                    "highest_monthly_earnings": 186400.0,
-                    "lowest_yearly_earnings": 139800.0,
-                    "highest_yearly_earnings": 2200000.0,
-                    "subscribers_for_last_30_days": 100000.0,
-                    "created_year": 2019.0,
-                    "created_month": "Nov",
-                    "created_date": 7.0,
-                    "Gross tertiary education enrollment (%)": 88.2,
-                    "Population": 328239523.0,
-                    "Unemployment rate": 14.7,
-                    "Urban_population": 270663028.0,
-                    "Latitude": 37.09024,
-                    "Longitude": -95.712891
-                }
-            },
-            {
-                "scenario_id": "165",
-                "features": {
-                    "rank": 473,
-                    "Youtuber": "GEN HALILINTAR",
-                    "subscribers": 18100000,
-                    "video views": 3306242674.0,
-                    "category": "Entertainment",
-                    "Title": "GEN HALILINTAR",
-                    "uploads": 1037,
-                    "Country": "Indonesia",
-                    "Abbreviation": "ID",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 2498.0,
-                    "country_rank": 15.0,
-                    "channel_type_rank": 119.0,
-                    "video_views_for_the_last_30_days": 27312000.0,
-                    "lowest_monthly_earnings": 6800.0,
-                    "highest_monthly_earnings": 109200.0,
-                    "lowest_yearly_earnings": 81900.0,
-                    "highest_yearly_earnings": 1300000.0,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2015.0,
-                    "created_month": "Mar",
-                    "created_date": 4.0,
-                    "Gross tertiary education enrollment (%)": 36.3,
-                    "Population": 270203917.0,
-                    "Unemployment rate": 4.69,
-                    "Urban_population": 151509724.0,
-                    "Latitude": -0.789275,
-                    "Longitude": 113.921327
-                }
-            },
-            {
-                "scenario_id": "167",
-                "features": {
-                    "rank": 312,
-                    "Youtuber": "Goldmines Cineplex",
-                    "subscribers": 22500000,
-                    "video views": 2431154438.0,
-                    "category": "Film & Animation",
-                    "Title": "Goldmines Cineplex",
-                    "uploads": 3377,
-                    "Country": "India",
-                    "Abbreviation": "IN",
-                    "channel_type": "Film",
-                    "video_views_rank": 3793.0,
-                    "country_rank": 64.0,
-                    "channel_type_rank": 23.0,
-                    "video_views_for_the_last_30_days": 48740000.0,
-                    "lowest_monthly_earnings": 12200.0,
-                    "highest_monthly_earnings": 195000.0,
-                    "lowest_yearly_earnings": 146200.0,
-                    "highest_yearly_earnings": 2300000.0,
-                    "subscribers_for_last_30_days": 200000.0,
-                    "created_year": 2015.0,
-                    "created_month": "Sep",
-                    "created_date": 12.0,
-                    "Gross tertiary education enrollment (%)": 28.1,
-                    "Population": 1366417754.0,
-                    "Unemployment rate": 5.36,
-                    "Urban_population": 471031528.0,
-                    "Latitude": 20.593684,
-                    "Longitude": 78.96288
-                }
-            },
-            {
-                "scenario_id": "169",
-                "features": {
-                    "rank": 493,
-                    "Youtuber": "Zuni and Family",
-                    "subscribers": 17900000,
-                    "video views": 6746269458.0,
-                    "category": "People & Blogs",
-                    "Title": "zuni and family",
-                    "uploads": 2,
-                    "Country": null,
-                    "Abbreviation": null,
-                    "channel_type": "People",
-                    "video_views_rank": 4057766.0,
-                    "country_rank": null,
-                    "channel_type_rank": 7733.0,
-                    "video_views_for_the_last_30_days": 4.0,
-                    "lowest_monthly_earnings": 0.0,
-                    "highest_monthly_earnings": 0.02,
-                    "lowest_yearly_earnings": 0.01,
-                    "highest_yearly_earnings": 0.19,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2020.0,
-                    "created_month": "Jul",
-                    "created_date": 15.0,
-                    "Gross tertiary education enrollment (%)": null,
-                    "Population": null,
-                    "Unemployment rate": null,
-                    "Urban_population": null,
-                    "Latitude": null,
-                    "Longitude": null
-                }
-            },
-            {
-                "scenario_id": "171",
-                "features": {
-                    "rank": 794,
-                    "Youtuber": "Narins Beauty",
-                    "subscribers": 14000000,
-                    "video views": 2214167846.0,
-                    "category": "Howto & Style",
-                    "Title": "Narins Beauty",
-                    "uploads": 431,
-                    "Country": "Sweden",
-                    "Abbreviation": "SE",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 4325.0,
-                    "country_rank": 3.0,
-                    "channel_type_rank": 156.0,
-                    "video_views_for_the_last_30_days": 13709000.0,
-                    "lowest_monthly_earnings": 3400.0,
-                    "highest_monthly_earnings": 54800.0,
-                    "lowest_yearly_earnings": 41100.0,
-                    "highest_yearly_earnings": 658000.0,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2014.0,
-                    "created_month": "Sep",
-                    "created_date": 24.0,
-                    "Gross tertiary education enrollment (%)": 67.0,
-                    "Population": 10285453.0,
-                    "Unemployment rate": 6.48,
-                    "Urban_population": 9021165.0,
-                    "Latitude": 60.128161,
-                    "Longitude": 18.643501
-                }
-            },
-            {
-                "scenario_id": "172",
-                "features": {
-                    "rank": 741,
-                    "Youtuber": "Reaction Time",
-                    "subscribers": 14500000,
-                    "video views": 4260187928.0,
-                    "category": "Entertainment",
-                    "Title": "Reaction Time",
-                    "uploads": 1717,
-                    "Country": "United States",
-                    "Abbreviation": "US",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 1747.0,
-                    "country_rank": 156.0,
-                    "channel_type_rank": 151.0,
-                    "video_views_for_the_last_30_days": 9910000.0,
-                    "lowest_monthly_earnings": 2500.0,
-                    "highest_monthly_earnings": 39600.0,
-                    "lowest_yearly_earnings": 29700.0,
-                    "highest_yearly_earnings": 475700.0,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2015.0,
-                    "created_month": "Apr",
-                    "created_date": 25.0,
-                    "Gross tertiary education enrollment (%)": 88.2,
-                    "Population": 328239523.0,
-                    "Unemployment rate": 14.7,
-                    "Urban_population": 270663028.0,
-                    "Latitude": 37.09024,
-                    "Longitude": -95.712891
-                }
-            },
-            {
-                "scenario_id": "173",
-                "features": {
-                    "rank": 665,
-                    "Youtuber": "Ranz Kyle",
-                    "subscribers": 15100000,
-                    "video views": 1760131384.0,
-                    "category": "People & Blogs",
-                    "Title": "Ranz Kyle",
-                    "uploads": 533,
-                    "Country": "Philippines",
-                    "Abbreviation": "PH",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 5849.0,
-                    "country_rank": 7.0,
-                    "channel_type_rank": 145.0,
-                    "video_views_for_the_last_30_days": 12376000.0,
-                    "lowest_monthly_earnings": 3100.0,
-                    "highest_monthly_earnings": 49500.0,
-                    "lowest_yearly_earnings": 37100.0,
-                    "highest_yearly_earnings": 594000.0,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2008.0,
-                    "created_month": "Apr",
-                    "created_date": 27.0,
-                    "Gross tertiary education enrollment (%)": 35.5,
-                    "Population": 108116615.0,
-                    "Unemployment rate": 2.15,
-                    "Urban_population": 50975903.0,
-                    "Latitude": 12.879721,
-                    "Longitude": 121.774017
-                }
-            },
-            {
-                "scenario_id": "174",
-                "features": {
-                    "rank": 679,
-                    "Youtuber": "Little Angel - M����������",
-                    "subscribers": 15000000,
-                    "video views": 8897705695.0,
-                    "category": "Entertainment",
-                    "Title": "Little Angel - M�����������",
-                    "uploads": 795,
-                    "Country": "Brazil",
-                    "Abbreviation": "BR",
-                    "channel_type": "Education",
-                    "video_views_rank": 548.0,
-                    "country_rank": 36.0,
-                    "channel_type_rank": 34.0,
-                    "video_views_for_the_last_30_days": 145478000.0,
-                    "lowest_monthly_earnings": 36400.0,
-                    "highest_monthly_earnings": 581900.0,
-                    "lowest_yearly_earnings": 436400.0,
-                    "highest_yearly_earnings": 7000000.0,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2018.0,
-                    "created_month": "Jan",
-                    "created_date": 26.0,
-                    "Gross tertiary education enrollment (%)": 51.3,
-                    "Population": 212559417.0,
-                    "Unemployment rate": 12.08,
-                    "Urban_population": 183241641.0,
-                    "Latitude": -14.235004,
-                    "Longitude": -51.92528
-                }
-            },
-            {
-                "scenario_id": "175",
-                "features": {
-                    "rank": 512,
-                    "Youtuber": "FactTechz",
-                    "subscribers": 17500000,
-                    "video views": 2238134438.0,
-                    "category": "Entertainment",
-                    "Title": "FactTechz",
-                    "uploads": 709,
-                    "Country": "India",
-                    "Abbreviation": "IN",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 4243.0,
-                    "country_rank": 86.0,
-                    "channel_type_rank": 124.0,
-                    "video_views_for_the_last_30_days": 21056000.0,
-                    "lowest_monthly_earnings": 5300.0,
-                    "highest_monthly_earnings": 84200.0,
-                    "lowest_yearly_earnings": 63200.0,
-                    "highest_yearly_earnings": 1000000.0,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2016.0,
-                    "created_month": "Jul",
-                    "created_date": 24.0,
-                    "Gross tertiary education enrollment (%)": 28.1,
-                    "Population": 1366417754.0,
-                    "Unemployment rate": 5.36,
-                    "Urban_population": 471031528.0,
-                    "Latitude": 20.593684,
-                    "Longitude": 78.96288
-                }
-            },
-            {
-                "scenario_id": "176",
-                "features": {
-                    "rank": 632,
-                    "Youtuber": "Infobells Bangla",
-                    "subscribers": 15500000,
-                    "video views": 7776706184.0,
-                    "category": "Education",
-                    "Title": "Infobells Bangla",
-                    "uploads": 359,
-                    "Country": "India",
-                    "Abbreviation": "IN",
-                    "channel_type": "Education",
-                    "video_views_rank": 687.0,
-                    "country_rank": 98.0,
-                    "channel_type_rank": 32.0,
-                    "video_views_for_the_last_30_days": 167888000.0,
-                    "lowest_monthly_earnings": 42000.0,
-                    "highest_monthly_earnings": 671600.0,
-                    "lowest_yearly_earnings": 503700.0,
-                    "highest_yearly_earnings": 8100000.0,
-                    "subscribers_for_last_30_days": 300000.0,
-                    "created_year": 2016.0,
-                    "created_month": "Jun",
-                    "created_date": 13.0,
-                    "Gross tertiary education enrollment (%)": 28.1,
-                    "Population": 1366417754.0,
-                    "Unemployment rate": 5.36,
-                    "Urban_population": 471031528.0,
-                    "Latitude": 20.593684,
-                    "Longitude": 78.96288
-                }
-            },
-            {
-                "scenario_id": "177",
-                "features": {
-                    "rank": 390,
-                    "Youtuber": "Marta and Rustam",
-                    "subscribers": 20200000,
-                    "video views": 19694265358.0,
-                    "category": "Comedy",
-                    "Title": "Marta and Rustam",
-                    "uploads": 761,
-                    "Country": "United States",
-                    "Abbreviation": "US",
-                    "channel_type": "Comedy",
-                    "video_views_rank": 126.0,
-                    "country_rank": 106.0,
-                    "channel_type_rank": 20.0,
-                    "video_views_for_the_last_30_days": 452250000.0,
-                    "lowest_monthly_earnings": 113100.0,
-                    "highest_monthly_earnings": 1800000.0,
-                    "lowest_yearly_earnings": 1400000.0,
-                    "highest_yearly_earnings": 21700000.0,
-                    "subscribers_for_last_30_days": 600000.0,
-                    "created_year": 2021.0,
-                    "created_month": "Jun",
-                    "created_date": 21.0,
-                    "Gross tertiary education enrollment (%)": 88.2,
-                    "Population": 328239523.0,
-                    "Unemployment rate": 14.7,
-                    "Urban_population": 270663028.0,
-                    "Latitude": 37.09024,
-                    "Longitude": -95.712891
-                }
-            },
-            {
-                "scenario_id": "178",
-                "features": {
-                    "rank": 580,
-                    "Youtuber": "Technoblade",
-                    "subscribers": 16300000,
-                    "video views": 1656452554.0,
-                    "category": "Gaming",
-                    "Title": "Technoblade",
-                    "uploads": 989,
-                    "Country": "United States",
-                    "Abbreviation": "US",
-                    "channel_type": "Games",
-                    "video_views_rank": 6274.0,
-                    "country_rank": 138.0,
-                    "channel_type_rank": 40.0,
-                    "video_views_for_the_last_30_days": 17944000.0,
-                    "lowest_monthly_earnings": 4500.0,
-                    "highest_monthly_earnings": 71800.0,
-                    "lowest_yearly_earnings": 53800.0,
-                    "highest_yearly_earnings": 861300.0,
-                    "subscribers_for_last_30_days": 200000.0,
-                    "created_year": 2013.0,
-                    "created_month": "Oct",
-                    "created_date": 28.0,
-                    "Gross tertiary education enrollment (%)": 88.2,
-                    "Population": 328239523.0,
-                    "Unemployment rate": 14.7,
-                    "Urban_population": 270663028.0,
-                    "Latitude": 37.09024,
-                    "Longitude": -95.712891
-                }
-            },
-            {
-                "scenario_id": "179",
-                "features": {
-                    "rank": 675,
-                    "Youtuber": "Chapitosiki",
-                    "subscribers": 15100000,
-                    "video views": 13897932103.0,
-                    "category": "Entertainment",
-                    "Title": "Chapitosiki",
-                    "uploads": 2717,
-                    "Country": "Russia",
-                    "Abbreviation": "RU",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 256.0,
-                    "country_rank": 9.0,
-                    "channel_type_rank": 143.0,
-                    "video_views_for_the_last_30_days": 713509000.0,
-                    "lowest_monthly_earnings": 178400.0,
-                    "highest_monthly_earnings": 2900000.0,
-                    "lowest_yearly_earnings": 2100000.0,
-                    "highest_yearly_earnings": 34200000.0,
-                    "subscribers_for_last_30_days": 700000.0,
-                    "created_year": 2020.0,
-                    "created_month": "Jan",
-                    "created_date": 24.0,
-                    "Gross tertiary education enrollment (%)": 81.9,
-                    "Population": 144373535.0,
-                    "Unemployment rate": 4.59,
-                    "Urban_population": 107683889.0,
-                    "Latitude": 61.52401,
-                    "Longitude": 105.318756
-                }
-            },
-            {
-                "scenario_id": "180",
-                "features": {
-                    "rank": 94,
-                    "Youtuber": "ýýýýýýýýýýýý one31",
-                    "subscribers": 37500000,
-                    "video views": 27262462114.0,
-                    "category": "Entertainment",
-                    "Title": "ýýýýýýýýýýýý one31",
-                    "uploads": 117152,
-                    "Country": "Thailand",
-                    "Abbreviation": "TH",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 56.0,
-                    "country_rank": 2.0,
-                    "channel_type_rank": 29.0,
-                    "video_views_for_the_last_30_days": 140754000.0,
-                    "lowest_monthly_earnings": 35200.0,
-                    "highest_monthly_earnings": 563000.0,
-                    "lowest_yearly_earnings": 422300.0,
-                    "highest_yearly_earnings": 6800000.0,
-                    "subscribers_for_last_30_days": 300000.0,
-                    "created_year": 2013.0,
-                    "created_month": "Jan",
-                    "created_date": 10.0,
-                    "Gross tertiary education enrollment (%)": 49.3,
-                    "Population": 69625582.0,
-                    "Unemployment rate": 0.75,
-                    "Urban_population": 35294600.0,
-                    "Latitude": 15.870032,
-                    "Longitude": 100.992541
-                }
-            },
-            {
-                "scenario_id": "181",
-                "features": {
-                    "rank": 700,
-                    "Youtuber": "ZutiGang",
-                    "subscribers": 14900000,
-                    "video views": 15913320995.0,
-                    "category": "People & Blogs",
-                    "Title": "ZutiGang",
-                    "uploads": 1363,
-                    "Country": null,
-                    "Abbreviation": null,
-                    "channel_type": "People",
-                    "video_views_rank": 192.0,
-                    "country_rank": null,
-                    "channel_type_rank": 45.0,
-                    "video_views_for_the_last_30_days": 346653000.0,
-                    "lowest_monthly_earnings": 86700.0,
-                    "highest_monthly_earnings": 1400000.0,
-                    "lowest_yearly_earnings": 1000000.0,
-                    "highest_yearly_earnings": 16600000.0,
-                    "subscribers_for_last_30_days": 400000.0,
-                    "created_year": 2021.0,
-                    "created_month": "Mar",
-                    "created_date": 5.0,
-                    "Gross tertiary education enrollment (%)": null,
-                    "Population": null,
-                    "Unemployment rate": null,
-                    "Urban_population": null,
-                    "Latitude": null,
-                    "Longitude": null
-                }
-            },
-            {
-                "scenario_id": "182",
-                "features": {
-                    "rank": 652,
-                    "Youtuber": "Pok���������",
-                    "subscribers": 15200000,
-                    "video views": 857725714.0,
-                    "category": "People & Blogs",
-                    "Title": "Pok���������",
-                    "uploads": 194,
-                    "Country": "India",
-                    "Abbreviation": "IN",
-                    "channel_type": "Film",
-                    "video_views_rank": 13929.0,
-                    "country_rank": 100.0,
-                    "channel_type_rank": 35.0,
-                    "video_views_for_the_last_30_days": 65380000.0,
-                    "lowest_monthly_earnings": 16300.0,
-                    "highest_monthly_earnings": 261500.0,
-                    "lowest_yearly_earnings": 196100.0,
-                    "highest_yearly_earnings": 3100000.0,
-                    "subscribers_for_last_30_days": 1300000.0,
-                    "created_year": 2017.0,
-                    "created_month": "Oct",
-                    "created_date": 15.0,
-                    "Gross tertiary education enrollment (%)": 28.1,
-                    "Population": 1366417754.0,
-                    "Unemployment rate": 5.36,
-                    "Urban_population": 471031528.0,
-                    "Latitude": 20.593684,
-                    "Longitude": 78.96288
-                }
-            },
-            {
-                "scenario_id": "183",
-                "features": {
-                    "rank": 752,
-                    "Youtuber": "Lilly Singh",
-                    "subscribers": 14500000,
-                    "video views": 3517662420.0,
-                    "category": "Comedy",
-                    "Title": "Lilly Singh",
-                    "uploads": 1064,
-                    "Country": "Canada",
-                    "Abbreviation": "CA",
-                    "channel_type": "Comedy",
-                    "video_views_rank": 2297.0,
-                    "country_rank": 8.0,
-                    "channel_type_rank": 31.0,
-                    "video_views_for_the_last_30_days": 5329000.0,
-                    "lowest_monthly_earnings": 1300.0,
-                    "highest_monthly_earnings": 21300.0,
-                    "lowest_yearly_earnings": 16000.0,
-                    "highest_yearly_earnings": 255800.0,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2010.0,
-                    "created_month": "Oct",
-                    "created_date": 29.0,
-                    "Gross tertiary education enrollment (%)": 68.9,
-                    "Population": 36991981.0,
-                    "Unemployment rate": 5.56,
-                    "Urban_population": 30628482.0,
-                    "Latitude": 56.130366,
-                    "Longitude": -106.346771
-                }
-            },
-            {
-                "scenario_id": "184",
-                "features": {
-                    "rank": 376,
-                    "Youtuber": "Totoy kids - Portugu�",
-                    "subscribers": 20400000,
-                    "video views": 1796227417.0,
-                    "category": "Film & Animation",
-                    "Title": "Totoy kids - Portugu�",
-                    "uploads": 206,
-                    "Country": "Brazil",
-                    "Abbreviation": "BR",
-                    "channel_type": "Film",
-                    "video_views_rank": 5673.0,
-                    "country_rank": 19.0,
-                    "channel_type_rank": 24.0,
-                    "video_views_for_the_last_30_days": 39495000.0,
-                    "lowest_monthly_earnings": 9900.0,
-                    "highest_monthly_earnings": 158000.0,
-                    "lowest_yearly_earnings": 118500.0,
-                    "highest_yearly_earnings": 1900000.0,
-                    "subscribers_for_last_30_days": 100000.0,
-                    "created_year": 2014.0,
-                    "created_month": "Dec",
-                    "created_date": 2.0,
-                    "Gross tertiary education enrollment (%)": 51.3,
-                    "Population": 212559417.0,
-                    "Unemployment rate": 12.08,
-                    "Urban_population": 183241641.0,
-                    "Latitude": -14.235004,
-                    "Longitude": -51.92528
-                }
-            },
-            {
-                "scenario_id": "185",
-                "features": {
-                    "rank": 591,
-                    "Youtuber": "ExtraPolinesios",
-                    "subscribers": 16200000,
-                    "video views": 4813127504.0,
-                    "category": "People & Blogs",
-                    "Title": "Extra polinesios",
-                    "uploads": 2,
-                    "Country": null,
-                    "Abbreviation": null,
-                    "channel_type": "People",
-                    "video_views_rank": 3945744.0,
-                    "country_rank": null,
-                    "channel_type_rank": 7359.0,
-                    "video_views_for_the_last_30_days": 510.0,
-                    "lowest_monthly_earnings": 0.13,
-                    "highest_monthly_earnings": 2.0,
-                    "lowest_yearly_earnings": 2.0,
-                    "highest_yearly_earnings": 24.0,
-                    "subscribers_for_last_30_days": 1.0,
-                    "created_year": 2015.0,
-                    "created_month": "Nov",
-                    "created_date": 21.0,
-                    "Gross tertiary education enrollment (%)": null,
-                    "Population": null,
-                    "Unemployment rate": null,
-                    "Urban_population": null,
-                    "Latitude": null,
-                    "Longitude": null
-                }
-            },
-            {
-                "scenario_id": "186",
-                "features": {
-                    "rank": 930,
-                    "Youtuber": "Beyonc��",
-                    "subscribers": 12800000,
-                    "video views": 14185611472.0,
-                    "category": "Music",
-                    "Title": "Beyonc��",
-                    "uploads": 168,
-                    "Country": "United States",
-                    "Abbreviation": "US",
-                    "channel_type": "Music",
-                    "video_views_rank": 250.0,
-                    "country_rank": 172.0,
-                    "channel_type_rank": 146.0,
-                    "video_views_for_the_last_30_days": 89566000.0,
-                    "lowest_monthly_earnings": 22400.0,
-                    "highest_monthly_earnings": 358300.0,
-                    "lowest_yearly_earnings": 268700.0,
-                    "highest_yearly_earnings": 4300000.0,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2009.0,
-                    "created_month": "Sep",
-                    "created_date": 2.0,
-                    "Gross tertiary education enrollment (%)": 88.2,
-                    "Population": 328239523.0,
-                    "Unemployment rate": 14.7,
-                    "Urban_population": 270663028.0,
-                    "Latitude": 37.09024,
-                    "Longitude": -95.712891
-                }
-            },
-            {
-                "scenario_id": "187",
-                "features": {
-                    "rank": 317,
-                    "Youtuber": "FGTeeV",
-                    "subscribers": 22300000,
-                    "video views": 24059336857.0,
-                    "category": "Gaming",
-                    "Title": "FGTeeV",
-                    "uploads": 1724,
-                    "Country": "United States",
-                    "Abbreviation": "US",
-                    "channel_type": "Games",
-                    "video_views_rank": 77.0,
-                    "country_rank": 91.0,
-                    "channel_type_rank": 22.0,
-                    "video_views_for_the_last_30_days": 132110000.0,
-                    "lowest_monthly_earnings": 33000.0,
-                    "highest_monthly_earnings": 528400.0,
-                    "lowest_yearly_earnings": 396300.0,
-                    "highest_yearly_earnings": 6300000.0,
-                    "subscribers_for_last_30_days": 100000.0,
-                    "created_year": 2013.0,
-                    "created_month": "May",
-                    "created_date": 24.0,
-                    "Gross tertiary education enrollment (%)": 88.2,
-                    "Population": 328239523.0,
-                    "Unemployment rate": 14.7,
-                    "Urban_population": 270663028.0,
-                    "Latitude": 37.09024,
-                    "Longitude": -95.712891
-                }
-            },
-            {
-                "scenario_id": "188",
-                "features": {
-                    "rank": 115,
-                    "Youtuber": "Techno Gamerz",
-                    "subscribers": 34400000,
-                    "video views": 9690499664.0,
-                    "category": "Gaming",
-                    "Title": "TechnoGamerz",
-                    "uploads": 1,
-                    "Country": null,
-                    "Abbreviation": null,
-                    "channel_type": "Games",
-                    "video_views_rank": 4057311.0,
-                    "country_rank": null,
-                    "channel_type_rank": 7489.0,
-                    "video_views_for_the_last_30_days": 86.0,
-                    "lowest_monthly_earnings": 0.02,
-                    "highest_monthly_earnings": 0.34,
-                    "lowest_yearly_earnings": 0.26,
-                    "highest_yearly_earnings": 4.0,
-                    "subscribers_for_last_30_days": 3.0,
-                    "created_year": 2010.0,
-                    "created_month": "May",
-                    "created_date": 19.0,
-                    "Gross tertiary education enrollment (%)": null,
-                    "Population": null,
-                    "Unemployment rate": null,
-                    "Urban_population": null,
-                    "Latitude": null,
-                    "Longitude": null
-                }
-            },
-            {
-                "scenario_id": "189",
-                "features": {
-                    "rank": 730,
-                    "Youtuber": "PrestonPlayz",
-                    "subscribers": 14600000,
-                    "video views": 5766647017.0,
-                    "category": "Gaming",
-                    "Title": "Preston",
-                    "uploads": 4009,
-                    "Country": "United States",
-                    "Abbreviation": "US",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 621.0,
-                    "country_rank": 78.0,
-                    "channel_type_rank": 72.0,
-                    "video_views_for_the_last_30_days": 151697000.0,
-                    "lowest_monthly_earnings": 37900.0,
-                    "highest_monthly_earnings": 606800.0,
-                    "lowest_yearly_earnings": 455100.0,
-                    "highest_yearly_earnings": 7300000.0,
-                    "subscribers_for_last_30_days": 200000.0,
-                    "created_year": 2012.0,
-                    "created_month": "Jul",
-                    "created_date": 4.0,
-                    "Gross tertiary education enrollment (%)": 88.2,
-                    "Population": 328239523.0,
-                    "Unemployment rate": 14.7,
-                    "Urban_population": 270663028.0,
-                    "Latitude": 37.09024,
-                    "Longitude": -95.712891
-                }
-            },
-            {
-                "scenario_id": "190",
-                "features": {
-                    "rank": 338,
-                    "Youtuber": "Tlnovelas",
-                    "subscribers": 21500000,
-                    "video views": 15013096899.0,
-                    "category": "News & Politics",
-                    "Title": "tlnovelas",
-                    "uploads": 158,
-                    "Country": "Mexico",
-                    "Abbreviation": "MX",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 1936958.0,
-                    "country_rank": 2063.0,
-                    "channel_type_rank": 2940.0,
-                    "video_views_for_the_last_30_days": 15459.0,
-                    "lowest_monthly_earnings": 4.0,
-                    "highest_monthly_earnings": 62.0,
-                    "lowest_yearly_earnings": 46.0,
-                    "highest_yearly_earnings": 742.0,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2014.0,
-                    "created_month": "Jan",
-                    "created_date": 2.0,
-                    "Gross tertiary education enrollment (%)": 40.2,
-                    "Population": 126014024.0,
-                    "Unemployment rate": 3.42,
-                    "Urban_population": 102626859.0,
-                    "Latitude": 23.634501,
-                    "Longitude": -102.552784
-                }
-            },
-            {
-                "scenario_id": "191",
-                "features": {
-                    "rank": 541,
-                    "Youtuber": "Aayu and Pihu Show",
-                    "subscribers": 16900000,
-                    "video views": 9270331567.0,
-                    "category": "Comedy",
-                    "Title": "Aayu and Pihu Show",
-                    "uploads": 441,
-                    "Country": "India",
-                    "Abbreviation": "IN",
-                    "channel_type": "People",
-                    "video_views_rank": 510.0,
-                    "country_rank": 90.0,
-                    "channel_type_rank": 34.0,
-                    "video_views_for_the_last_30_days": 89782000.0,
-                    "lowest_monthly_earnings": 22400.0,
-                    "highest_monthly_earnings": 359100.0,
-                    "lowest_yearly_earnings": 269300.0,
-                    "highest_yearly_earnings": 4300000.0,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2017.0,
-                    "created_month": "May",
-                    "created_date": 8.0,
-                    "Gross tertiary education enrollment (%)": 28.1,
-                    "Population": 1366417754.0,
-                    "Unemployment rate": 5.36,
-                    "Urban_population": 471031528.0,
-                    "Latitude": 20.593684,
-                    "Longitude": 78.96288
-                }
-            },
-            {
-                "scenario_id": "192",
-                "features": {
-                    "rank": 633,
-                    "Youtuber": "ýýýýýýýý ýý ýýýýýýýý",
-                    "subscribers": 15500000,
-                    "video views": 8265129639.0,
-                    "category": "Shows",
-                    "Title": "ýýýýýýýý ýý ýýýýýýýý",
-                    "uploads": 1021,
-                    "Country": "Saudi Arabia",
-                    "Abbreviation": "SA",
-                    "channel_type": "Film",
-                    "video_views_rank": 619.0,
-                    "country_rank": 4.0,
-                    "channel_type_rank": 33.0,
-                    "video_views_for_the_last_30_days": 135036000.0,
-                    "lowest_monthly_earnings": 33800.0,
-                    "highest_monthly_earnings": 540100.0,
-                    "lowest_yearly_earnings": 405100.0,
-                    "highest_yearly_earnings": 6500000.0,
-                    "subscribers_for_last_30_days": 300000.0,
-                    "created_year": 2017.0,
-                    "created_month": "May",
-                    "created_date": 16.0,
-                    "Gross tertiary education enrollment (%)": 68.0,
-                    "Population": 34268528.0,
-                    "Unemployment rate": 5.93,
-                    "Urban_population": 28807838.0,
-                    "Latitude": 23.885942,
-                    "Longitude": 45.079162
-                }
-            },
-            {
-                "scenario_id": "193",
-                "features": {
-                    "rank": 333,
-                    "Youtuber": "ZAMZAM ELECTRONICS TRADING",
-                    "subscribers": 21700000,
-                    "video views": 8507818877.0,
-                    "category": null,
-                    "Title": "ZAMZAM ELECTRONICS TRADING",
-                    "uploads": 15126,
-                    "Country": "United Arab Emirates",
-                    "Abbreviation": "AE",
-                    "channel_type": "People",
-                    "video_views_rank": 608.0,
-                    "country_rank": 4.0,
-                    "channel_type_rank": 14.0,
-                    "video_views_for_the_last_30_days": 1598000000.0,
-                    "lowest_monthly_earnings": 399600.0,
-                    "highest_monthly_earnings": 6400000.0,
-                    "lowest_yearly_earnings": 4800000.0,
-                    "highest_yearly_earnings": 76700000.0,
-                    "subscribers_for_last_30_days": 3400000.0,
-                    "created_year": 2020.0,
-                    "created_month": "Dec",
-                    "created_date": 19.0,
-                    "Gross tertiary education enrollment (%)": 36.8,
-                    "Population": 9770529.0,
-                    "Unemployment rate": 2.35,
-                    "Urban_population": 8479744.0,
-                    "Latitude": 23.424076,
-                    "Longitude": 53.847818
-                }
-            },
-            {
-                "scenario_id": "194",
-                "features": {
-                    "rank": 224,
-                    "Youtuber": "David Guetta",
-                    "subscribers": 25700000,
-                    "video views": 17793809548.0,
-                    "category": "Music",
-                    "Title": "David Guetta",
-                    "uploads": 749,
-                    "Country": "United States",
-                    "Abbreviation": "US",
-                    "channel_type": "Music",
-                    "video_views_rank": 153.0,
-                    "country_rank": 67.0,
-                    "channel_type_rank": 67.0,
-                    "video_views_for_the_last_30_days": 164215000.0,
-                    "lowest_monthly_earnings": 41100.0,
-                    "highest_monthly_earnings": 656900.0,
-                    "lowest_yearly_earnings": 492600.0,
-                    "highest_yearly_earnings": 7900000.0,
-                    "subscribers_for_last_30_days": 100000.0,
-                    "created_year": 2009.0,
-                    "created_month": "Dec",
-                    "created_date": 11.0,
-                    "Gross tertiary education enrollment (%)": 88.2,
-                    "Population": 328239523.0,
-                    "Unemployment rate": 14.7,
-                    "Urban_population": 270663028.0,
-                    "Latitude": 37.09024,
-                    "Longitude": -95.712891
-                }
-            },
-            {
-                "scenario_id": "195",
-                "features": {
-                    "rank": 663,
-                    "Youtuber": "Daftar Populer",
-                    "subscribers": 15100000,
-                    "video views": 2143140898.0,
-                    "category": "Education",
-                    "Title": "Daftar Populer",
-                    "uploads": 3810,
-                    "Country": "Indonesia",
-                    "Abbreviation": "ID",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 4520.0,
-                    "country_rank": 24.0,
-                    "channel_type_rank": 144.0,
-                    "video_views_for_the_last_30_days": 17231000.0,
-                    "lowest_monthly_earnings": 4300.0,
-                    "highest_monthly_earnings": 68900.0,
-                    "lowest_yearly_earnings": 51700.0,
-                    "highest_yearly_earnings": 827100.0,
-                    "subscribers_for_last_30_days": 100000.0,
-                    "created_year": 2017.0,
-                    "created_month": "Jan",
-                    "created_date": 16.0,
-                    "Gross tertiary education enrollment (%)": 36.3,
-                    "Population": 270203917.0,
-                    "Unemployment rate": 4.69,
-                    "Urban_population": 151509724.0,
-                    "Latitude": -0.789275,
-                    "Longitude": 113.921327
-                }
-            },
-            {
-                "scenario_id": "196",
-                "features": {
-                    "rank": 149,
-                    "Youtuber": "JustinBieberVEVO",
-                    "subscribers": 31600000,
-                    "video views": 26583873105.0,
-                    "category": "Music",
-                    "Title": "JustinBieberVEVO",
-                    "uploads": 204,
-                    "Country": "United States",
-                    "Abbreviation": "US",
-                    "channel_type": "Music",
-                    "video_views_rank": 63.0,
-                    "country_rank": 42.0,
-                    "channel_type_rank": 49.0,
-                    "video_views_for_the_last_30_days": 105126000.0,
-                    "lowest_monthly_earnings": 26300.0,
-                    "highest_monthly_earnings": 420500.0,
-                    "lowest_yearly_earnings": 315400.0,
-                    "highest_yearly_earnings": 5000000.0,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2009.0,
-                    "created_month": "Sep",
-                    "created_date": 26.0,
-                    "Gross tertiary education enrollment (%)": 88.2,
-                    "Population": 328239523.0,
-                    "Unemployment rate": 14.7,
-                    "Urban_population": 270663028.0,
-                    "Latitude": 37.09024,
-                    "Longitude": -95.712891
-                }
-            },
-            {
-                "scenario_id": "197",
-                "features": {
-                    "rank": 146,
-                    "Youtuber": "DONA ��",
-                    "subscribers": 31700000,
-                    "video views": 21031745531.0,
-                    "category": "Entertainment",
-                    "Title": "DONA ��",
-                    "uploads": 166,
-                    "Country": "United States",
-                    "Abbreviation": "US",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 110.0,
-                    "country_rank": 41.0,
-                    "channel_type_rank": 42.0,
-                    "video_views_for_the_last_30_days": 153280000.0,
-                    "lowest_monthly_earnings": 38300.0,
-                    "highest_monthly_earnings": 613100.0,
-                    "lowest_yearly_earnings": 459800.0,
-                    "highest_yearly_earnings": 7400000.0,
-                    "subscribers_for_last_30_days": 200000.0,
-                    "created_year": 2018.0,
-                    "created_month": "Apr",
-                    "created_date": 5.0,
-                    "Gross tertiary education enrollment (%)": 88.2,
-                    "Population": 328239523.0,
-                    "Unemployment rate": 14.7,
-                    "Urban_population": 270663028.0,
-                    "Latitude": 37.09024,
-                    "Longitude": -95.712891
-                }
-            },
-            {
-                "scenario_id": "198",
-                "features": {
-                    "rank": 471,
-                    "Youtuber": "INCR�ï¿",
-                    "subscribers": 18200000,
-                    "video views": 3213324455.0,
-                    "category": "People & Blogs",
-                    "Title": "INCR�ï¿",
-                    "uploads": 6903,
-                    "Country": "Brazil",
-                    "Abbreviation": "BR",
-                    "channel_type": "Howto",
-                    "video_views_rank": 2610.0,
-                    "country_rank": 25.0,
-                    "channel_type_rank": 15.0,
-                    "video_views_for_the_last_30_days": 18045000.0,
-                    "lowest_monthly_earnings": 4500.0,
-                    "highest_monthly_earnings": 72200.0,
-                    "lowest_yearly_earnings": 54100.0,
-                    "highest_yearly_earnings": 866200.0,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2017.0,
-                    "created_month": "Jun",
-                    "created_date": 20.0,
-                    "Gross tertiary education enrollment (%)": 51.3,
-                    "Population": 212559417.0,
-                    "Unemployment rate": 12.08,
-                    "Urban_population": 183241641.0,
-                    "Latitude": -14.235004,
-                    "Longitude": -51.92528
-                }
-            },
-            {
-                "scenario_id": "199",
-                "features": {
-                    "rank": 125,
-                    "Youtuber": "Rajshri",
-                    "subscribers": 33500000,
-                    "video views": 14864294792.0,
-                    "category": "Music",
-                    "Title": "Rajshri",
-                    "uploads": 3741,
-                    "Country": "India",
-                    "Abbreviation": "IN",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 222.0,
-                    "country_rank": 34.0,
-                    "channel_type_rank": 36.0,
-                    "video_views_for_the_last_30_days": 272255000.0,
-                    "lowest_monthly_earnings": 68100.0,
-                    "highest_monthly_earnings": 1100000.0,
-                    "lowest_yearly_earnings": 816800.0,
-                    "highest_yearly_earnings": 13100000.0,
-                    "subscribers_for_last_30_days": 500000.0,
-                    "created_year": 2006.0,
-                    "created_month": "Mar",
-                    "created_date": 24.0,
-                    "Gross tertiary education enrollment (%)": 28.1,
-                    "Population": 1366417754.0,
-                    "Unemployment rate": 5.36,
-                    "Urban_population": 471031528.0,
-                    "Latitude": 20.593684,
-                    "Longitude": 78.96288
-                }
-            }
-        ],
-        "target_column": "highest_monthly_earnings",
-        "task_sub_type": "regression",
-        "ranking_ground_truth": {
-            "top_k_ids": [
-                "002",
-                "033",
-                "047",
-                "053",
-                "054"
-            ]
-        },
-        "sort_direction": "high"
-    },
-    "response": "",
-    "evaluation_score": {}
-}
\ No newline at end of file
+    "sort_direction": "low"
+  },
+  "response": "",
+  "evaluation_score": {}
+}
diff --git a/ranking_and_filtering/daily/regression/Global_YouTube_Statistics_2023_B4/Global_YouTube_Statistics_2023_B4_002/info.json b/ranking_and_filtering/daily/regression/Global_YouTube_Statistics_2023_B4/Global_YouTube_Statistics_2023_B4_002/info.json
index 32b2e724985eb4b8c7e1935cfdd4e4510dbfb775..2a4d0bb2870f7f26e8f34e8121139aaccc4b4a47 100644
--- a/ranking_and_filtering/daily/regression/Global_YouTube_Statistics_2023_B4/Global_YouTube_Statistics_2023_B4_002/info.json
+++ b/ranking_and_filtering/daily/regression/Global_YouTube_Statistics_2023_B4/Global_YouTube_Statistics_2023_B4_002/info.json
@@ -1,288 +1,288 @@
-{
-    "name": "Global YouTube Statistics 2023",
-    "source": "https://www.kaggle.com/datasets/nelgiriyewithana/global-youtube-statistics-2023/data",
-    "data_intro": "A collection of YouTube giants, this dataset offers a perfect avenue to analyze and gain valuable insights from the luminaries of the platform. With comprehensive details on top creators' subscriber counts, video views, upload frequency, country of origin, earnings, and more, this treasure trove of information is a must-explore for aspiring content creators, data enthusiasts, and anyone intrigued by the ever-evolving online content landscape. Immerse yourself in the world of YouTube success and unlock a wealth of knowledge with this extraordinary dataset.",
-    "is_splited": false,
-    "overall_size": 995,
-    "train_size": 0,
-    "test_size": 0,
-    "c_classes": 7,
-    "n_classes": 21,
-    "cat_feature_intro": {
-        "Youtuber": "Name of the YouTube channel",
-        "category": "Category or niche of the channel",
-        "Title": "Title of the YouTube channel",
-        "Country": "Longitude coordinate of the country's location",
-        "Abbreviation": "Abbreviation of the country",
-        "channel_type": "Ranking of the channel based on its type (individual or brand)",
-        "created_month": "Month when the YouTube channel was created"
-    },
-    "num_feature_intro": {
-        "rank": "Ranking of the channel based on its type (individual or brand)",
-        "subscribers": "Number of new subscribers gained in the last 30 days",
-        "video views": "Total video views in the last 30 days",
-        "uploads": "Total number of videos uploaded on the channel",
-        "video_views_rank": "Ranking of the channel based on total video views",
-        "country_rank": "Ranking of the channel based on the number of subscribers within its country",
-        "channel_type_rank": "Ranking of the channel based on its type (individual or brand)",
-        "video_views_for_the_last_30_days": "Total video views in the last 30 days",
-        "lowest_monthly_earnings": "Lowest estimated monthly earnings from the channel",
-        "highest_monthly_earnings": "Highest estimated monthly earnings from the channel",
-        "lowest_yearly_earnings": "Lowest estimated yearly earnings from the channel",
-        "highest_yearly_earnings": "Highest estimated yearly earnings from the channel",
-        "subscribers_for_last_30_days": "Number of new subscribers gained in the last 30 days",
-        "created_year": "Year when the YouTube channel was created",
-        "created_date": "Exact date of the YouTube channel's creation",
-        "Gross tertiary education enrollment (%)": "Percentage of the population enrolled in tertiary education in the country",
-        "Population": "Percentage of the population living in urban areas",
-        "Unemployment rate": "Unemployment rate in the country",
-        "Urban_population": "Percentage of the population living in urban areas",
-        "Latitude": "Latitude coordinate of the country's location",
-        "Longitude": "Longitude coordinate of the country's location"
-    },
-    "evaluation_metric": null,
-    "task_type": "regression",
-    "target": "highest_monthly_earnings",
-    "num_feature_value": {
-        "Gross tertiary education enrollment (%)": [
-            7.6,
-            113.1
-        ],
-        "Latitude": [
-            -38.416097,
-            61.92411
-        ],
-        "Longitude": [
-            -172.104629,
-            138.252924
-        ],
-        "Population": [
-            202506.0,
-            1397715000.0
-        ],
-        "Unemployment rate": [
-            0.75,
-            14.72
-        ],
-        "Urban_population": [
-            35588.0,
-            842933962.0
-        ],
-        "channel_type_rank": [
-            1.0,
-            7741.0
-        ],
-        "country_rank": [
-            1.0,
-            7741.0
-        ],
-        "created_date": [
-            1.0,
-            31.0
-        ],
-        "created_year": [
-            1970.0,
-            2022.0
-        ],
-        "highest_monthly_earnings": [
-            0.0,
-            13600000.0
-        ],
-        "highest_yearly_earnings": [
-            0.0,
-            163400000.0
-        ],
-        "lowest_monthly_earnings": [
-            0.0,
-            850900.0
-        ],
-        "lowest_yearly_earnings": [
-            0.0,
-            10200000.0
-        ],
-        "rank": [
-            1.0,
-            995.0
-        ],
-        "subscribers": [
-            12300000.0,
-            245000000.0
-        ],
-        "subscribers_for_last_30_days": [
-            1.0,
-            8000000.0
-        ],
-        "uploads": [
-            0.0,
-            301308.0
-        ],
-        "video views": [
-            0.0,
-            228000000000.0
-        ],
-        "video_views_for_the_last_30_days": [
-            1.0,
-            6589000000.0
-        ],
-        "video_views_rank": [
-            1.0,
-            4057944.0
-        ]
-    },
-    "cat_feature_value": {
-        "Abbreviation": [
-            "AD",
-            "AE",
-            "AF",
-            "AR",
-            "AU",
-            "BB",
-            "BD",
-            "BR",
-            "CA",
-            "CH",
-            "CL",
-            "CN",
-            "CO",
-            "CU",
-            "DE",
-            "EC",
-            "EG",
-            "ES",
-            "FI",
-            "FR",
-            "GB",
-            "ID",
-            "IN",
-            "IQ",
-            "IT",
-            "JO",
-            "JP",
-            "KR",
-            "KW",
-            "LV",
-            "MA",
-            "MX",
-            "MY",
-            "NL",
-            "PE",
-            "PH",
-            "PK",
-            "RU",
-            "SA",
-            "SE",
-            "SG",
-            "SV",
-            "TH",
-            "TR",
-            "UA",
-            "US",
-            "VE",
-            "VN",
-            "WS"
-        ],
-        "Country": [
-            "Afghanistan",
-            "Andorra",
-            "Argentina",
-            "Australia",
-            "Bangladesh",
-            "Barbados",
-            "Brazil",
-            "Canada",
-            "Chile",
-            "China",
-            "Colombia",
-            "Cuba",
-            "Ecuador",
-            "Egypt",
-            "El Salvador",
-            "Finland",
-            "France",
-            "Germany",
-            "India",
-            "Indonesia",
-            "Iraq",
-            "Italy",
-            "Japan",
-            "Jordan",
-            "Kuwait",
-            "Latvia",
-            "Malaysia",
-            "Mexico",
-            "Morocco",
-            "Netherlands",
-            "Pakistan",
-            "Peru",
-            "Philippines",
-            "Russia",
-            "Samoa",
-            "Saudi Arabia",
-            "Singapore",
-            "South Korea",
-            "Spain",
-            "Sweden",
-            "Switzerland",
-            "Thailand",
-            "Turkey",
-            "Ukraine",
-            "United Arab Emirates",
-            "United Kingdom",
-            "United States",
-            "Venezuela",
-            "Vietnam"
-        ],
-        "Title": "string",
-        "Youtuber": "string",
-        "category": [
-            "Autos & Vehicles",
-            "Comedy",
-            "Education",
-            "Entertainment",
-            "Film & Animation",
-            "Gaming",
-            "Howto & Style",
-            "Movies",
-            "Music",
-            "News & Politics",
-            "Nonprofits & Activism",
-            "People & Blogs",
-            "Pets & Animals",
-            "Science & Technology",
-            "Shows",
-            "Sports",
-            "Trailers",
-            "Travel & Events"
-        ],
-        "channel_type": [
-            "Animals",
-            "Autos",
-            "Comedy",
-            "Education",
-            "Entertainment",
-            "Film",
-            "Games",
-            "Howto",
-            "Music",
-            "News",
-            "Nonprofit",
-            "People",
-            "Sports",
-            "Tech"
-        ],
-        "created_month": [
-            "Apr",
-            "Aug",
-            "Dec",
-            "Feb",
-            "Jan",
-            "Jul",
-            "Jun",
-            "Mar",
-            "May",
-            "Nov",
-            "Oct",
-            "Sep"
-        ]
-    }
-}
\ No newline at end of file
+{
+  "name": "Global YouTube Statistics 2023",
+  "source": "https://www.kaggle.com/datasets/nelgiriyewithana/global-youtube-statistics-2023/data",
+  "data_intro": "A collection of YouTube giants, this dataset offers a perfect avenue to analyze and gain valuable insights from the luminaries of the platform. With comprehensive details on top creators' subscriber counts, video views, upload frequency, country of origin, earnings, and more, this treasure trove of information is a must-explore for aspiring content creators, data enthusiasts, and anyone intrigued by the ever-evolving online content landscape. Immerse yourself in the world of YouTube success and unlock a wealth of knowledge with this extraordinary dataset.",
+  "is_splited": false,
+  "overall_size": 995,
+  "train_size": 0,
+  "test_size": 0,
+  "c_classes": 7,
+  "n_classes": 21,
+  "cat_feature_intro": {
+    "Youtuber": "Name of the YouTube channel",
+    "category": "Category or niche of the channel",
+    "Title": "Title of the YouTube channel",
+    "Country": "Country associated with the channel.",
+    "Abbreviation": "Abbreviation of the country",
+    "channel_type": "Type or category of the channel.",
+    "created_month": "Month when the YouTube channel was created"
+  },
+  "num_feature_intro": {
+    "rank": "Ranking of the channel based on its type (individual or brand)",
+    "subscribers": "Number of new subscribers gained in the last 30 days",
+    "video views": "Total video views in the last 30 days",
+    "uploads": "Total number of videos uploaded on the channel",
+    "video_views_rank": "Ranking of the channel based on total video views",
+    "country_rank": "Ranking of the channel based on the number of subscribers within its country",
+    "channel_type_rank": "Ranking of the channel based on its type (individual or brand)",
+    "video_views_for_the_last_30_days": "Total video views in the last 30 days",
+    "lowest_monthly_earnings": "Lowest estimated monthly earnings from the channel",
+    "highest_monthly_earnings": "Highest estimated monthly earnings from the channel",
+    "lowest_yearly_earnings": "Lowest estimated yearly earnings from the channel",
+    "highest_yearly_earnings": "Highest estimated yearly earnings from the channel",
+    "subscribers_for_last_30_days": "Number of new subscribers gained in the last 30 days",
+    "created_year": "Year when the YouTube channel was created",
+    "created_date": "Exact date of the YouTube channel's creation",
+    "Gross tertiary education enrollment (%)": "Percentage of the population enrolled in tertiary education in the country",
+    "Population": "Percentage of the population living in urban areas",
+    "Unemployment rate": "Unemployment rate in the country",
+    "Urban_population": "Percentage of the population living in urban areas",
+    "Latitude": "Latitude coordinate of the country's location",
+    "Longitude": "Longitude coordinate of the country's location"
+  },
+  "evaluation_metric": null,
+  "task_type": "regression",
+  "target": "highest_monthly_earnings",
+  "num_feature_value": {
+    "Gross tertiary education enrollment (%)": [
+      7.6,
+      113.1
+    ],
+    "Latitude": [
+      -38.416097,
+      61.92411
+    ],
+    "Longitude": [
+      -172.104629,
+      138.252924
+    ],
+    "Population": [
+      202506.0,
+      1397715000.0
+    ],
+    "Unemployment rate": [
+      0.75,
+      14.72
+    ],
+    "Urban_population": [
+      35588.0,
+      842933962.0
+    ],
+    "channel_type_rank": [
+      1.0,
+      7741.0
+    ],
+    "country_rank": [
+      1.0,
+      7741.0
+    ],
+    "created_date": [
+      1.0,
+      31.0
+    ],
+    "created_year": [
+      1970.0,
+      2022.0
+    ],
+    "highest_monthly_earnings": [
+      0.0,
+      13600000.0
+    ],
+    "highest_yearly_earnings": [
+      0.0,
+      163400000.0
+    ],
+    "lowest_monthly_earnings": [
+      0.0,
+      850900.0
+    ],
+    "lowest_yearly_earnings": [
+      0.0,
+      10200000.0
+    ],
+    "rank": [
+      1.0,
+      995.0
+    ],
+    "subscribers": [
+      12300000.0,
+      245000000.0
+    ],
+    "subscribers_for_last_30_days": [
+      1.0,
+      8000000.0
+    ],
+    "uploads": [
+      0.0,
+      301308.0
+    ],
+    "video views": [
+      0.0,
+      228000000000.0
+    ],
+    "video_views_for_the_last_30_days": [
+      1.0,
+      6589000000.0
+    ],
+    "video_views_rank": [
+      1.0,
+      4057944.0
+    ]
+  },
+  "cat_feature_value": {
+    "Abbreviation": [
+      "AD",
+      "AE",
+      "AF",
+      "AR",
+      "AU",
+      "BB",
+      "BD",
+      "BR",
+      "CA",
+      "CH",
+      "CL",
+      "CN",
+      "CO",
+      "CU",
+      "DE",
+      "EC",
+      "EG",
+      "ES",
+      "FI",
+      "FR",
+      "GB",
+      "ID",
+      "IN",
+      "IQ",
+      "IT",
+      "JO",
+      "JP",
+      "KR",
+      "KW",
+      "LV",
+      "MA",
+      "MX",
+      "MY",
+      "NL",
+      "PE",
+      "PH",
+      "PK",
+      "RU",
+      "SA",
+      "SE",
+      "SG",
+      "SV",
+      "TH",
+      "TR",
+      "UA",
+      "US",
+      "VE",
+      "VN",
+      "WS"
+    ],
+    "Country": [
+      "Afghanistan",
+      "Andorra",
+      "Argentina",
+      "Australia",
+      "Bangladesh",
+      "Barbados",
+      "Brazil",
+      "Canada",
+      "Chile",
+      "China",
+      "Colombia",
+      "Cuba",
+      "Ecuador",
+      "Egypt",
+      "El Salvador",
+      "Finland",
+      "France",
+      "Germany",
+      "India",
+      "Indonesia",
+      "Iraq",
+      "Italy",
+      "Japan",
+      "Jordan",
+      "Kuwait",
+      "Latvia",
+      "Malaysia",
+      "Mexico",
+      "Morocco",
+      "Netherlands",
+      "Pakistan",
+      "Peru",
+      "Philippines",
+      "Russia",
+      "Samoa",
+      "Saudi Arabia",
+      "Singapore",
+      "South Korea",
+      "Spain",
+      "Sweden",
+      "Switzerland",
+      "Thailand",
+      "Turkey",
+      "Ukraine",
+      "United Arab Emirates",
+      "United Kingdom",
+      "United States",
+      "Venezuela",
+      "Vietnam"
+    ],
+    "Title": "string",
+    "Youtuber": "string",
+    "category": [
+      "Autos & Vehicles",
+      "Comedy",
+      "Education",
+      "Entertainment",
+      "Film & Animation",
+      "Gaming",
+      "Howto & Style",
+      "Movies",
+      "Music",
+      "News & Politics",
+      "Nonprofits & Activism",
+      "People & Blogs",
+      "Pets & Animals",
+      "Science & Technology",
+      "Shows",
+      "Sports",
+      "Trailers",
+      "Travel & Events"
+    ],
+    "channel_type": [
+      "Animals",
+      "Autos",
+      "Comedy",
+      "Education",
+      "Entertainment",
+      "Film",
+      "Games",
+      "Howto",
+      "Music",
+      "News",
+      "Nonprofit",
+      "People",
+      "Sports",
+      "Tech"
+    ],
+    "created_month": [
+      "Apr",
+      "Aug",
+      "Dec",
+      "Feb",
+      "Jan",
+      "Jul",
+      "Jun",
+      "Mar",
+      "May",
+      "Nov",
+      "Oct",
+      "Sep"
+    ]
+  }
+}
diff --git a/ranking_and_filtering/daily/regression/Global_YouTube_Statistics_2023_B4/Global_YouTube_Statistics_2023_B4_003/info.json b/ranking_and_filtering/daily/regression/Global_YouTube_Statistics_2023_B4/Global_YouTube_Statistics_2023_B4_003/info.json
index 32b2e724985eb4b8c7e1935cfdd4e4510dbfb775..2a4d0bb2870f7f26e8f34e8121139aaccc4b4a47 100644
--- a/ranking_and_filtering/daily/regression/Global_YouTube_Statistics_2023_B4/Global_YouTube_Statistics_2023_B4_003/info.json
+++ b/ranking_and_filtering/daily/regression/Global_YouTube_Statistics_2023_B4/Global_YouTube_Statistics_2023_B4_003/info.json
@@ -1,288 +1,288 @@
-{
-    "name": "Global YouTube Statistics 2023",
-    "source": "https://www.kaggle.com/datasets/nelgiriyewithana/global-youtube-statistics-2023/data",
-    "data_intro": "A collection of YouTube giants, this dataset offers a perfect avenue to analyze and gain valuable insights from the luminaries of the platform. With comprehensive details on top creators' subscriber counts, video views, upload frequency, country of origin, earnings, and more, this treasure trove of information is a must-explore for aspiring content creators, data enthusiasts, and anyone intrigued by the ever-evolving online content landscape. Immerse yourself in the world of YouTube success and unlock a wealth of knowledge with this extraordinary dataset.",
-    "is_splited": false,
-    "overall_size": 995,
-    "train_size": 0,
-    "test_size": 0,
-    "c_classes": 7,
-    "n_classes": 21,
-    "cat_feature_intro": {
-        "Youtuber": "Name of the YouTube channel",
-        "category": "Category or niche of the channel",
-        "Title": "Title of the YouTube channel",
-        "Country": "Longitude coordinate of the country's location",
-        "Abbreviation": "Abbreviation of the country",
-        "channel_type": "Ranking of the channel based on its type (individual or brand)",
-        "created_month": "Month when the YouTube channel was created"
-    },
-    "num_feature_intro": {
-        "rank": "Ranking of the channel based on its type (individual or brand)",
-        "subscribers": "Number of new subscribers gained in the last 30 days",
-        "video views": "Total video views in the last 30 days",
-        "uploads": "Total number of videos uploaded on the channel",
-        "video_views_rank": "Ranking of the channel based on total video views",
-        "country_rank": "Ranking of the channel based on the number of subscribers within its country",
-        "channel_type_rank": "Ranking of the channel based on its type (individual or brand)",
-        "video_views_for_the_last_30_days": "Total video views in the last 30 days",
-        "lowest_monthly_earnings": "Lowest estimated monthly earnings from the channel",
-        "highest_monthly_earnings": "Highest estimated monthly earnings from the channel",
-        "lowest_yearly_earnings": "Lowest estimated yearly earnings from the channel",
-        "highest_yearly_earnings": "Highest estimated yearly earnings from the channel",
-        "subscribers_for_last_30_days": "Number of new subscribers gained in the last 30 days",
-        "created_year": "Year when the YouTube channel was created",
-        "created_date": "Exact date of the YouTube channel's creation",
-        "Gross tertiary education enrollment (%)": "Percentage of the population enrolled in tertiary education in the country",
-        "Population": "Percentage of the population living in urban areas",
-        "Unemployment rate": "Unemployment rate in the country",
-        "Urban_population": "Percentage of the population living in urban areas",
-        "Latitude": "Latitude coordinate of the country's location",
-        "Longitude": "Longitude coordinate of the country's location"
-    },
-    "evaluation_metric": null,
-    "task_type": "regression",
-    "target": "highest_monthly_earnings",
-    "num_feature_value": {
-        "Gross tertiary education enrollment (%)": [
-            7.6,
-            113.1
-        ],
-        "Latitude": [
-            -38.416097,
-            61.92411
-        ],
-        "Longitude": [
-            -172.104629,
-            138.252924
-        ],
-        "Population": [
-            202506.0,
-            1397715000.0
-        ],
-        "Unemployment rate": [
-            0.75,
-            14.72
-        ],
-        "Urban_population": [
-            35588.0,
-            842933962.0
-        ],
-        "channel_type_rank": [
-            1.0,
-            7741.0
-        ],
-        "country_rank": [
-            1.0,
-            7741.0
-        ],
-        "created_date": [
-            1.0,
-            31.0
-        ],
-        "created_year": [
-            1970.0,
-            2022.0
-        ],
-        "highest_monthly_earnings": [
-            0.0,
-            13600000.0
-        ],
-        "highest_yearly_earnings": [
-            0.0,
-            163400000.0
-        ],
-        "lowest_monthly_earnings": [
-            0.0,
-            850900.0
-        ],
-        "lowest_yearly_earnings": [
-            0.0,
-            10200000.0
-        ],
-        "rank": [
-            1.0,
-            995.0
-        ],
-        "subscribers": [
-            12300000.0,
-            245000000.0
-        ],
-        "subscribers_for_last_30_days": [
-            1.0,
-            8000000.0
-        ],
-        "uploads": [
-            0.0,
-            301308.0
-        ],
-        "video views": [
-            0.0,
-            228000000000.0
-        ],
-        "video_views_for_the_last_30_days": [
-            1.0,
-            6589000000.0
-        ],
-        "video_views_rank": [
-            1.0,
-            4057944.0
-        ]
-    },
-    "cat_feature_value": {
-        "Abbreviation": [
-            "AD",
-            "AE",
-            "AF",
-            "AR",
-            "AU",
-            "BB",
-            "BD",
-            "BR",
-            "CA",
-            "CH",
-            "CL",
-            "CN",
-            "CO",
-            "CU",
-            "DE",
-            "EC",
-            "EG",
-            "ES",
-            "FI",
-            "FR",
-            "GB",
-            "ID",
-            "IN",
-            "IQ",
-            "IT",
-            "JO",
-            "JP",
-            "KR",
-            "KW",
-            "LV",
-            "MA",
-            "MX",
-            "MY",
-            "NL",
-            "PE",
-            "PH",
-            "PK",
-            "RU",
-            "SA",
-            "SE",
-            "SG",
-            "SV",
-            "TH",
-            "TR",
-            "UA",
-            "US",
-            "VE",
-            "VN",
-            "WS"
-        ],
-        "Country": [
-            "Afghanistan",
-            "Andorra",
-            "Argentina",
-            "Australia",
-            "Bangladesh",
-            "Barbados",
-            "Brazil",
-            "Canada",
-            "Chile",
-            "China",
-            "Colombia",
-            "Cuba",
-            "Ecuador",
-            "Egypt",
-            "El Salvador",
-            "Finland",
-            "France",
-            "Germany",
-            "India",
-            "Indonesia",
-            "Iraq",
-            "Italy",
-            "Japan",
-            "Jordan",
-            "Kuwait",
-            "Latvia",
-            "Malaysia",
-            "Mexico",
-            "Morocco",
-            "Netherlands",
-            "Pakistan",
-            "Peru",
-            "Philippines",
-            "Russia",
-            "Samoa",
-            "Saudi Arabia",
-            "Singapore",
-            "South Korea",
-            "Spain",
-            "Sweden",
-            "Switzerland",
-            "Thailand",
-            "Turkey",
-            "Ukraine",
-            "United Arab Emirates",
-            "United Kingdom",
-            "United States",
-            "Venezuela",
-            "Vietnam"
-        ],
-        "Title": "string",
-        "Youtuber": "string",
-        "category": [
-            "Autos & Vehicles",
-            "Comedy",
-            "Education",
-            "Entertainment",
-            "Film & Animation",
-            "Gaming",
-            "Howto & Style",
-            "Movies",
-            "Music",
-            "News & Politics",
-            "Nonprofits & Activism",
-            "People & Blogs",
-            "Pets & Animals",
-            "Science & Technology",
-            "Shows",
-            "Sports",
-            "Trailers",
-            "Travel & Events"
-        ],
-        "channel_type": [
-            "Animals",
-            "Autos",
-            "Comedy",
-            "Education",
-            "Entertainment",
-            "Film",
-            "Games",
-            "Howto",
-            "Music",
-            "News",
-            "Nonprofit",
-            "People",
-            "Sports",
-            "Tech"
-        ],
-        "created_month": [
-            "Apr",
-            "Aug",
-            "Dec",
-            "Feb",
-            "Jan",
-            "Jul",
-            "Jun",
-            "Mar",
-            "May",
-            "Nov",
-            "Oct",
-            "Sep"
-        ]
-    }
-}
\ No newline at end of file
+{
+  "name": "Global YouTube Statistics 2023",
+  "source": "https://www.kaggle.com/datasets/nelgiriyewithana/global-youtube-statistics-2023/data",
+  "data_intro": "A collection of YouTube giants, this dataset offers a perfect avenue to analyze and gain valuable insights from the luminaries of the platform. With comprehensive details on top creators' subscriber counts, video views, upload frequency, country of origin, earnings, and more, this treasure trove of information is a must-explore for aspiring content creators, data enthusiasts, and anyone intrigued by the ever-evolving online content landscape. Immerse yourself in the world of YouTube success and unlock a wealth of knowledge with this extraordinary dataset.",
+  "is_splited": false,
+  "overall_size": 995,
+  "train_size": 0,
+  "test_size": 0,
+  "c_classes": 7,
+  "n_classes": 21,
+  "cat_feature_intro": {
+    "Youtuber": "Name of the YouTube channel",
+    "category": "Category or niche of the channel",
+    "Title": "Title of the YouTube channel",
+    "Country": "Country associated with the channel.",
+    "Abbreviation": "Abbreviation of the country",
+    "channel_type": "Type or category of the channel.",
+    "created_month": "Month when the YouTube channel was created"
+  },
+  "num_feature_intro": {
+    "rank": "Ranking of the channel based on its type (individual or brand)",
+    "subscribers": "Number of new subscribers gained in the last 30 days",
+    "video views": "Total video views in the last 30 days",
+    "uploads": "Total number of videos uploaded on the channel",
+    "video_views_rank": "Ranking of the channel based on total video views",
+    "country_rank": "Ranking of the channel based on the number of subscribers within its country",
+    "channel_type_rank": "Ranking of the channel based on its type (individual or brand)",
+    "video_views_for_the_last_30_days": "Total video views in the last 30 days",
+    "lowest_monthly_earnings": "Lowest estimated monthly earnings from the channel",
+    "highest_monthly_earnings": "Highest estimated monthly earnings from the channel",
+    "lowest_yearly_earnings": "Lowest estimated yearly earnings from the channel",
+    "highest_yearly_earnings": "Highest estimated yearly earnings from the channel",
+    "subscribers_for_last_30_days": "Number of new subscribers gained in the last 30 days",
+    "created_year": "Year when the YouTube channel was created",
+    "created_date": "Exact date of the YouTube channel's creation",
+    "Gross tertiary education enrollment (%)": "Percentage of the population enrolled in tertiary education in the country",
+    "Population": "Percentage of the population living in urban areas",
+    "Unemployment rate": "Unemployment rate in the country",
+    "Urban_population": "Percentage of the population living in urban areas",
+    "Latitude": "Latitude coordinate of the country's location",
+    "Longitude": "Longitude coordinate of the country's location"
+  },
+  "evaluation_metric": null,
+  "task_type": "regression",
+  "target": "highest_monthly_earnings",
+  "num_feature_value": {
+    "Gross tertiary education enrollment (%)": [
+      7.6,
+      113.1
+    ],
+    "Latitude": [
+      -38.416097,
+      61.92411
+    ],
+    "Longitude": [
+      -172.104629,
+      138.252924
+    ],
+    "Population": [
+      202506.0,
+      1397715000.0
+    ],
+    "Unemployment rate": [
+      0.75,
+      14.72
+    ],
+    "Urban_population": [
+      35588.0,
+      842933962.0
+    ],
+    "channel_type_rank": [
+      1.0,
+      7741.0
+    ],
+    "country_rank": [
+      1.0,
+      7741.0
+    ],
+    "created_date": [
+      1.0,
+      31.0
+    ],
+    "created_year": [
+      1970.0,
+      2022.0
+    ],
+    "highest_monthly_earnings": [
+      0.0,
+      13600000.0
+    ],
+    "highest_yearly_earnings": [
+      0.0,
+      163400000.0
+    ],
+    "lowest_monthly_earnings": [
+      0.0,
+      850900.0
+    ],
+    "lowest_yearly_earnings": [
+      0.0,
+      10200000.0
+    ],
+    "rank": [
+      1.0,
+      995.0
+    ],
+    "subscribers": [
+      12300000.0,
+      245000000.0
+    ],
+    "subscribers_for_last_30_days": [
+      1.0,
+      8000000.0
+    ],
+    "uploads": [
+      0.0,
+      301308.0
+    ],
+    "video views": [
+      0.0,
+      228000000000.0
+    ],
+    "video_views_for_the_last_30_days": [
+      1.0,
+      6589000000.0
+    ],
+    "video_views_rank": [
+      1.0,
+      4057944.0
+    ]
+  },
+  "cat_feature_value": {
+    "Abbreviation": [
+      "AD",
+      "AE",
+      "AF",
+      "AR",
+      "AU",
+      "BB",
+      "BD",
+      "BR",
+      "CA",
+      "CH",
+      "CL",
+      "CN",
+      "CO",
+      "CU",
+      "DE",
+      "EC",
+      "EG",
+      "ES",
+      "FI",
+      "FR",
+      "GB",
+      "ID",
+      "IN",
+      "IQ",
+      "IT",
+      "JO",
+      "JP",
+      "KR",
+      "KW",
+      "LV",
+      "MA",
+      "MX",
+      "MY",
+      "NL",
+      "PE",
+      "PH",
+      "PK",
+      "RU",
+      "SA",
+      "SE",
+      "SG",
+      "SV",
+      "TH",
+      "TR",
+      "UA",
+      "US",
+      "VE",
+      "VN",
+      "WS"
+    ],
+    "Country": [
+      "Afghanistan",
+      "Andorra",
+      "Argentina",
+      "Australia",
+      "Bangladesh",
+      "Barbados",
+      "Brazil",
+      "Canada",
+      "Chile",
+      "China",
+      "Colombia",
+      "Cuba",
+      "Ecuador",
+      "Egypt",
+      "El Salvador",
+      "Finland",
+      "France",
+      "Germany",
+      "India",
+      "Indonesia",
+      "Iraq",
+      "Italy",
+      "Japan",
+      "Jordan",
+      "Kuwait",
+      "Latvia",
+      "Malaysia",
+      "Mexico",
+      "Morocco",
+      "Netherlands",
+      "Pakistan",
+      "Peru",
+      "Philippines",
+      "Russia",
+      "Samoa",
+      "Saudi Arabia",
+      "Singapore",
+      "South Korea",
+      "Spain",
+      "Sweden",
+      "Switzerland",
+      "Thailand",
+      "Turkey",
+      "Ukraine",
+      "United Arab Emirates",
+      "United Kingdom",
+      "United States",
+      "Venezuela",
+      "Vietnam"
+    ],
+    "Title": "string",
+    "Youtuber": "string",
+    "category": [
+      "Autos & Vehicles",
+      "Comedy",
+      "Education",
+      "Entertainment",
+      "Film & Animation",
+      "Gaming",
+      "Howto & Style",
+      "Movies",
+      "Music",
+      "News & Politics",
+      "Nonprofits & Activism",
+      "People & Blogs",
+      "Pets & Animals",
+      "Science & Technology",
+      "Shows",
+      "Sports",
+      "Trailers",
+      "Travel & Events"
+    ],
+    "channel_type": [
+      "Animals",
+      "Autos",
+      "Comedy",
+      "Education",
+      "Entertainment",
+      "Film",
+      "Games",
+      "Howto",
+      "Music",
+      "News",
+      "Nonprofit",
+      "People",
+      "Sports",
+      "Tech"
+    ],
+    "created_month": [
+      "Apr",
+      "Aug",
+      "Dec",
+      "Feb",
+      "Jan",
+      "Jul",
+      "Jun",
+      "Mar",
+      "May",
+      "Nov",
+      "Oct",
+      "Sep"
+    ]
+  }
+}
diff --git a/ranking_and_filtering/daily/regression/Global_YouTube_Statistics_2023_B4/Global_YouTube_Statistics_2023_B4_004/Global_YouTube_Statistics_2023_B4_004_current.json b/ranking_and_filtering/daily/regression/Global_YouTube_Statistics_2023_B4/Global_YouTube_Statistics_2023_B4_004/Global_YouTube_Statistics_2023_B4_004_current.json
index a6083eeb58120454c9153136282dacf6138da757..7997bc9d4dbfe94bafa98c8353d42968162a8746 100644
--- a/ranking_and_filtering/daily/regression/Global_YouTube_Statistics_2023_B4/Global_YouTube_Statistics_2023_B4_004/Global_YouTube_Statistics_2023_B4_004_current.json
+++ b/ranking_and_filtering/daily/regression/Global_YouTube_Statistics_2023_B4/Global_YouTube_Statistics_2023_B4_004/Global_YouTube_Statistics_2023_B4_004_current.json
@@ -1,6205 +1,6205 @@
 {
-    "id": "004",
-    "task_type": "B4",
-    "subtask_type": "topk",
-    "perspective": "data_holder",
-    "dataset_name": "Global YouTube Statistics 2023",
-    "table_path": "output/Global YouTube Statistics 2023_B4/Global YouTube Statistics 2023_B4_004/test.csv",
-    "query": "For our new incubator program supporting emerging talent, we have initial slots for 7 creators. From the file I shared, shortlist the 7 with the smallest values in the highest_monthly_earnings so we can offer them targeted growth resources.",
-    "meta_info": {
-        "domain": "daily"
+  "id": "004",
+  "task_type": "B4",
+  "subtask_type": "topk",
+  "perspective": "data_holder",
+  "dataset_name": "Global YouTube Statistics 2023",
+  "table_path": "output/Global YouTube Statistics 2023_B4/Global YouTube Statistics 2023_B4_004/test.csv",
+  "query": "For our new incubator program supporting emerging talent, we have initial slots for 7 creators. From the file I shared, shortlist the 7 with the smallest values in the highest_monthly_earnings so we can offer them targeted growth resources.",
+  "meta_info": {
+    "domain": "daily"
+  },
+  "final_decision": {},
+  "what_if": {},
+  "ground_truth": {
+    "extracted_features": [
+      {
+        "scenario_id": "001",
+        "features": {
+          "rank": 705,
+          "Youtuber": "CrashCourse",
+          "subscribers": 14800000,
+          "video views": 1833519700.0,
+          "category": "Education",
+          "Title": "CrashCourse",
+          "uploads": 1481,
+          "Country": "United States",
+          "Abbreviation": "US",
+          "channel_type": "Education",
+          "video_views_rank": 5533.0,
+          "country_rank": 153.0,
+          "channel_type_rank": 35.0,
+          "video_views_for_the_last_30_days": 7177000.0,
+          "lowest_monthly_earnings": 1800.0,
+          "highest_monthly_earnings": 28700.0,
+          "lowest_yearly_earnings": 21500.0,
+          "highest_yearly_earnings": 344500.0,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2006.0,
+          "created_month": "May",
+          "created_date": 20.0,
+          "Gross tertiary education enrollment (%)": 88.2,
+          "Population": 328239523.0,
+          "Unemployment rate": 14.7,
+          "Urban_population": 270663028.0,
+          "Latitude": 37.09024,
+          "Longitude": -95.712891
+        }
+      },
+      {
+        "scenario_id": "002",
+        "features": {
+          "rank": 464,
+          "Youtuber": "Dhar Mann",
+          "subscribers": 18400000,
+          "video views": 11280732382.0,
+          "category": "People & Blogs",
+          "Title": "Alejandro Basalo",
+          "uploads": 0,
+          "Country": null,
+          "Abbreviation": null,
+          "channel_type": null,
+          "video_views_rank": 4057944.0,
+          "country_rank": null,
+          "channel_type_rank": null,
+          "video_views_for_the_last_30_days": null,
+          "lowest_monthly_earnings": 0.0,
+          "highest_monthly_earnings": 0.0,
+          "lowest_yearly_earnings": 0.0,
+          "highest_yearly_earnings": 0.0,
+          "subscribers_for_last_30_days": 2.0,
+          "created_year": 2007.0,
+          "created_month": "Apr",
+          "created_date": 25.0,
+          "Gross tertiary education enrollment (%)": null,
+          "Population": null,
+          "Unemployment rate": null,
+          "Urban_population": null,
+          "Latitude": null,
+          "Longitude": null
+        }
+      },
+      {
+        "scenario_id": "003",
+        "features": {
+          "rank": 646,
+          "Youtuber": "Kerajinan 5-Menit",
+          "subscribers": 15400000,
+          "video views": 4750420071.0,
+          "category": "People & Blogs",
+          "Title": "Kerajinan 5-Menit",
+          "uploads": 4186,
+          "Country": "Indonesia",
+          "Abbreviation": "ID",
+          "channel_type": "Howto",
+          "video_views_rank": 1461.0,
+          "country_rank": 23.0,
+          "channel_type_rank": 23.0,
+          "video_views_for_the_last_30_days": 19740000.0,
+          "lowest_monthly_earnings": 4900.0,
+          "highest_monthly_earnings": 79000.0,
+          "lowest_yearly_earnings": 59200.0,
+          "highest_yearly_earnings": 947500.0,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2018.0,
+          "created_month": "Nov",
+          "created_date": 21.0,
+          "Gross tertiary education enrollment (%)": 36.3,
+          "Population": 270203917.0,
+          "Unemployment rate": 4.69,
+          "Urban_population": 151509724.0,
+          "Latitude": -0.789275,
+          "Longitude": 113.921327
+        }
+      },
+      {
+        "scenario_id": "004",
+        "features": {
+          "rank": 992,
+          "Youtuber": "Free Fire India Official",
+          "subscribers": 12300000,
+          "video views": 1674409945.0,
+          "category": "People & Blogs",
+          "Title": "Free Fire India Official",
+          "uploads": 1500,
+          "Country": "India",
+          "Abbreviation": "IN",
+          "channel_type": "Games",
+          "video_views_rank": 6141.0,
+          "country_rank": 125.0,
+          "channel_type_rank": 69.0,
+          "video_views_for_the_last_30_days": 64735000.0,
+          "lowest_monthly_earnings": 16200.0,
+          "highest_monthly_earnings": 258900.0,
+          "lowest_yearly_earnings": 194200.0,
+          "highest_yearly_earnings": 3100000.0,
+          "subscribers_for_last_30_days": 300000.0,
+          "created_year": 2018.0,
+          "created_month": "Sep",
+          "created_date": 14.0,
+          "Gross tertiary education enrollment (%)": 28.1,
+          "Population": 1366417754.0,
+          "Unemployment rate": 5.36,
+          "Urban_population": 471031528.0,
+          "Latitude": 20.593684,
+          "Longitude": 78.96288
+        }
+      },
+      {
+        "scenario_id": "005",
+        "features": {
+          "rank": 803,
+          "Youtuber": "Jazzghost",
+          "subscribers": 13900000,
+          "video views": 5673347763.0,
+          "category": "Gaming",
+          "Title": "Jazzghost",
+          "uploads": 5494,
+          "Country": "Brazil",
+          "Abbreviation": "BR",
+          "channel_type": "Games",
+          "video_views_rank": 1140.0,
+          "country_rank": 46.0,
+          "channel_type_rank": 57.0,
+          "video_views_for_the_last_30_days": 106718000.0,
+          "lowest_monthly_earnings": 26700.0,
+          "highest_monthly_earnings": 426900.0,
+          "lowest_yearly_earnings": 320200.0,
+          "highest_yearly_earnings": 5100000.0,
+          "subscribers_for_last_30_days": 100000.0,
+          "created_year": 2012.0,
+          "created_month": "Aug",
+          "created_date": 30.0,
+          "Gross tertiary education enrollment (%)": 51.3,
+          "Population": 212559417.0,
+          "Unemployment rate": 12.08,
+          "Urban_population": 183241641.0,
+          "Latitude": -14.235004,
+          "Longitude": -51.92528
+        }
+      },
+      {
+        "scenario_id": "006",
+        "features": {
+          "rank": 491,
+          "Youtuber": "Jason Derulo",
+          "subscribers": 17900000,
+          "video views": 9887116267.0,
+          "category": "Music",
+          "Title": "Jason Derulo",
+          "uploads": 830,
+          "Country": "United States",
+          "Abbreviation": "US",
+          "channel_type": "Music",
+          "video_views_rank": 446.0,
+          "country_rank": 124.0,
+          "channel_type_rank": 105.0,
+          "video_views_for_the_last_30_days": 447891000.0,
+          "lowest_monthly_earnings": 112000.0,
+          "highest_monthly_earnings": 1800000.0,
+          "lowest_yearly_earnings": 1300000.0,
+          "highest_yearly_earnings": 21500000.0,
+          "subscribers_for_last_30_days": 400000.0,
+          "created_year": 2008.0,
+          "created_month": "Jul",
+          "created_date": 21.0,
+          "Gross tertiary education enrollment (%)": 88.2,
+          "Population": 328239523.0,
+          "Unemployment rate": 14.7,
+          "Urban_population": 270663028.0,
+          "Latitude": 37.09024,
+          "Longitude": -95.712891
+        }
+      },
+      {
+        "scenario_id": "007",
+        "features": {
+          "rank": 688,
+          "Youtuber": "BigSchool",
+          "subscribers": 15000000,
+          "video views": 9996133066.0,
+          "category": "Gaming",
+          "Title": "Big School",
+          "uploads": 68,
+          "Country": null,
+          "Abbreviation": null,
+          "channel_type": "Film",
+          "video_views_rank": 4056600.0,
+          "country_rank": null,
+          "channel_type_rank": 5289.0,
+          "video_views_for_the_last_30_days": null,
+          "lowest_monthly_earnings": 0.0,
+          "highest_monthly_earnings": 0.0,
+          "lowest_yearly_earnings": 0.0,
+          "highest_yearly_earnings": 0.0,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2020.0,
+          "created_month": "Dec",
+          "created_date": 2.0,
+          "Gross tertiary education enrollment (%)": null,
+          "Population": null,
+          "Unemployment rate": null,
+          "Urban_population": null,
+          "Latitude": null,
+          "Longitude": null
+        }
+      },
+      {
+        "scenario_id": "008",
+        "features": {
+          "rank": 405,
+          "Youtuber": "Green Gold TV - Official Channel",
+          "subscribers": 20000000,
+          "video views": 9715291883.0,
+          "category": "Film & Animation",
+          "Title": "Green Gold TV - Official Channel",
+          "uploads": 1476,
+          "Country": "India",
+          "Abbreviation": "IN",
+          "channel_type": "Entertainment",
+          "video_views_rank": 473.0,
+          "country_rank": 72.0,
+          "channel_type_rank": 104.0,
+          "video_views_for_the_last_30_days": 70278000.0,
+          "lowest_monthly_earnings": 0.0,
+          "highest_monthly_earnings": 0.0,
+          "lowest_yearly_earnings": 0.0,
+          "highest_yearly_earnings": 0.0,
+          "subscribers_for_last_30_days": 100000.0,
+          "created_year": 2011.0,
+          "created_month": "Jul",
+          "created_date": 1.0,
+          "Gross tertiary education enrollment (%)": 28.1,
+          "Population": 1366417754.0,
+          "Unemployment rate": 5.36,
+          "Urban_population": 471031528.0,
+          "Latitude": 20.593684,
+          "Longitude": 78.96288
+        }
+      },
+      {
+        "scenario_id": "009",
+        "features": {
+          "rank": 699,
+          "Youtuber": "ýýýýýýýýýýýý8 : Thai Ch8",
+          "subscribers": 14900000,
+          "video views": 5549770244.0,
+          "category": "Entertainment",
+          "Title": "ýýýýýýýýýýýý8 : Thai Ch8",
+          "uploads": 27944,
+          "Country": "Thailand",
+          "Abbreviation": "TH",
+          "channel_type": "Entertainment",
+          "video_views_rank": 1181.0,
+          "country_rank": 12.0,
+          "channel_type_rank": 147.0,
+          "video_views_for_the_last_30_days": 49556000.0,
+          "lowest_monthly_earnings": 12400.0,
+          "highest_monthly_earnings": 198200.0,
+          "lowest_yearly_earnings": 148700.0,
+          "highest_yearly_earnings": 2400000.0,
+          "subscribers_for_last_30_days": 100000.0,
+          "created_year": 2011.0,
+          "created_month": "Oct",
+          "created_date": 17.0,
+          "Gross tertiary education enrollment (%)": 49.3,
+          "Population": 69625582.0,
+          "Unemployment rate": 0.75,
+          "Urban_population": 35294600.0,
+          "Latitude": 15.870032,
+          "Longitude": 100.992541
+        }
+      },
+      {
+        "scenario_id": "010",
+        "features": {
+          "rank": 351,
+          "Youtuber": "Tasty",
+          "subscribers": 21100000,
+          "video views": 5783557209.0,
+          "category": "Howto & Style",
+          "Title": "Tasty",
+          "uploads": 4728,
+          "Country": "United States",
+          "Abbreviation": "US",
+          "channel_type": "Howto",
+          "video_views_rank": 1113.0,
+          "country_rank": 99.0,
+          "channel_type_rank": 10.0,
+          "video_views_for_the_last_30_days": 24691000.0,
+          "lowest_monthly_earnings": 6200.0,
+          "highest_monthly_earnings": 98800.0,
+          "lowest_yearly_earnings": 74100.0,
+          "highest_yearly_earnings": 1200000.0,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2016.0,
+          "created_month": "Jan",
+          "created_date": 22.0,
+          "Gross tertiary education enrollment (%)": 88.2,
+          "Population": 328239523.0,
+          "Unemployment rate": 14.7,
+          "Urban_population": 270663028.0,
+          "Latitude": 37.09024,
+          "Longitude": -95.712891
+        }
+      },
+      {
+        "scenario_id": "011",
+        "features": {
+          "rank": 32,
+          "Youtuber": "El Reino Infantil",
+          "subscribers": 58400000,
+          "video views": 57271630846.0,
+          "category": "Music",
+          "Title": "El Reino Infantil",
+          "uploads": 1510,
+          "Country": "Argentina",
+          "Abbreviation": "AR",
+          "channel_type": "Music",
+          "video_views_rank": 13.0,
+          "country_rank": 1.0,
+          "channel_type_rank": 11.0,
+          "video_views_for_the_last_30_days": 611828000.0,
+          "lowest_monthly_earnings": 153000.0,
+          "highest_monthly_earnings": 2400000.0,
+          "lowest_yearly_earnings": 1800000.0,
+          "highest_yearly_earnings": 29400000.0,
+          "subscribers_for_last_30_days": 600000.0,
+          "created_year": 2011.0,
+          "created_month": "Jun",
+          "created_date": 2.0,
+          "Gross tertiary education enrollment (%)": 90.0,
+          "Population": 44938712.0,
+          "Unemployment rate": 9.79,
+          "Urban_population": 41339571.0,
+          "Latitude": -38.416097,
+          "Longitude": -63.616672
+        }
+      },
+      {
+        "scenario_id": "012",
+        "features": {
+          "rank": 909,
+          "Youtuber": "Susy Mouriz",
+          "subscribers": 13000000,
+          "video views": 6270909026.0,
+          "category": "Entertainment",
+          "Title": "Susy Mouriz",
+          "uploads": 1299,
+          "Country": "Mexico",
+          "Abbreviation": "MX",
+          "channel_type": "Entertainment",
+          "video_views_rank": 969.0,
+          "country_rank": 31.0,
+          "channel_type_rank": 165.0,
+          "video_views_for_the_last_30_days": 368437000.0,
+          "lowest_monthly_earnings": 92100.0,
+          "highest_monthly_earnings": 1500000.0,
+          "lowest_yearly_earnings": 1100000.0,
+          "highest_yearly_earnings": 17700000.0,
+          "subscribers_for_last_30_days": 600000.0,
+          "created_year": 2017.0,
+          "created_month": "Mar",
+          "created_date": 18.0,
+          "Gross tertiary education enrollment (%)": 40.2,
+          "Population": 126014024.0,
+          "Unemployment rate": 3.42,
+          "Urban_population": 102626859.0,
+          "Latitude": 23.634501,
+          "Longitude": -102.552784
+        }
+      },
+      {
+        "scenario_id": "013",
+        "features": {
+          "rank": 162,
+          "Youtuber": "ýýýýýýýýýýýýýýý ýýýýýý ýýýýýýýýýýýýýýýýýý",
+          "subscribers": 30400000,
+          "video views": 17999961915.0,
+          "category": null,
+          "Title": "ýýýýýýýýýýýýýýý ýýýýýý ýýýýýýýýýýýýýýýýýý",
+          "uploads": 532,
+          "Country": "United States",
+          "Abbreviation": "US",
+          "channel_type": "Entertainment",
+          "video_views_rank": 147.0,
+          "country_rank": 46.0,
+          "channel_type_rank": 46.0,
+          "video_views_for_the_last_30_days": 122926000.0,
+          "lowest_monthly_earnings": 30700.0,
+          "highest_monthly_earnings": 491700.0,
+          "lowest_yearly_earnings": 368800.0,
+          "highest_yearly_earnings": 5900000.0,
+          "subscribers_for_last_30_days": 300000.0,
+          "created_year": 2018.0,
+          "created_month": "Nov",
+          "created_date": 3.0,
+          "Gross tertiary education enrollment (%)": 88.2,
+          "Population": 328239523.0,
+          "Unemployment rate": 14.7,
+          "Urban_population": 270663028.0,
+          "Latitude": 37.09024,
+          "Longitude": -95.712891
+        }
+      },
+      {
+        "scenario_id": "014",
+        "features": {
+          "rank": 846,
+          "Youtuber": "Woody & Kleiny",
+          "subscribers": 13500000,
+          "video views": 11717217293.0,
+          "category": "Comedy",
+          "Title": "Woody & Kleiny",
+          "uploads": 975,
+          "Country": "United Kingdom",
+          "Abbreviation": "GB",
+          "channel_type": "Entertainment",
+          "video_views_rank": 333.0,
+          "country_rank": 29.0,
+          "channel_type_rank": 160.0,
+          "video_views_for_the_last_30_days": 495561000.0,
+          "lowest_monthly_earnings": 123900.0,
+          "highest_monthly_earnings": 2000000.0,
+          "lowest_yearly_earnings": 1500000.0,
+          "highest_yearly_earnings": 23800000.0,
+          "subscribers_for_last_30_days": 400000.0,
+          "created_year": 2013.0,
+          "created_month": "Mar",
+          "created_date": 30.0,
+          "Gross tertiary education enrollment (%)": 60.0,
+          "Population": 66834405.0,
+          "Unemployment rate": 3.85,
+          "Urban_population": 55908316.0,
+          "Latitude": 55.378051,
+          "Longitude": -3.435973
+        }
+      },
+      {
+        "scenario_id": "015",
+        "features": {
+          "rank": 568,
+          "Youtuber": "UFC - Ultimate Fighting Championship",
+          "subscribers": 16400000,
+          "video views": 7135820721.0,
+          "category": "Sports",
+          "Title": "UFC - Ultimate Fighting Championship",
+          "uploads": 14662,
+          "Country": "United States",
+          "Abbreviation": "US",
+          "channel_type": "Sports",
+          "video_views_rank": 806.0,
+          "country_rank": 138.0,
+          "channel_type_rank": 7.0,
+          "video_views_for_the_last_30_days": 133208000.0,
+          "lowest_monthly_earnings": 33300.0,
+          "highest_monthly_earnings": 532800.0,
+          "lowest_yearly_earnings": 399600.0,
+          "highest_yearly_earnings": 6400000.0,
+          "subscribers_for_last_30_days": 100000.0,
+          "created_year": 2006.0,
+          "created_month": "Mar",
+          "created_date": 4.0,
+          "Gross tertiary education enrollment (%)": 88.2,
+          "Population": 328239523.0,
+          "Unemployment rate": 14.7,
+          "Urban_population": 270663028.0,
+          "Latitude": 37.09024,
+          "Longitude": -95.712891
+        }
+      },
+      {
+        "scenario_id": "016",
+        "features": {
+          "rank": 345,
+          "Youtuber": "Ishaan Ali 11",
+          "subscribers": 21300000,
+          "video views": 12761253839.0,
+          "category": "People & Blogs",
+          "Title": "Ishaan Ali 11",
+          "uploads": 951,
+          "Country": "India",
+          "Abbreviation": "IN",
+          "channel_type": "People",
+          "video_views_rank": 301.0,
+          "country_rank": 68.0,
+          "channel_type_rank": 16.0,
+          "video_views_for_the_last_30_days": 729409000.0,
+          "lowest_monthly_earnings": 182400.0,
+          "highest_monthly_earnings": 2900000.0,
+          "lowest_yearly_earnings": 2200000.0,
+          "highest_yearly_earnings": 35000000.0,
+          "subscribers_for_last_30_days": 1600000.0,
+          "created_year": 2016.0,
+          "created_month": "Jul",
+          "created_date": 27.0,
+          "Gross tertiary education enrollment (%)": 28.1,
+          "Population": 1366417754.0,
+          "Unemployment rate": 5.36,
+          "Urban_population": 471031528.0,
+          "Latitude": 20.593684,
+          "Longitude": 78.96288
+        }
+      },
+      {
+        "scenario_id": "017",
+        "features": {
+          "rank": 26,
+          "Youtuber": "Shemaroo Filmi Gaane",
+          "subscribers": 65600000,
+          "video views": 28648024439.0,
+          "category": "Music",
+          "Title": "Shemaroo Filmi Gaane",
+          "uploads": 8502,
+          "Country": "India",
+          "Abbreviation": "IN",
+          "channel_type": "Music",
+          "video_views_rank": 47.0,
+          "country_rank": 8.0,
+          "channel_type_rank": 8.0,
+          "video_views_for_the_last_30_days": 254961000.0,
+          "lowest_monthly_earnings": 63700.0,
+          "highest_monthly_earnings": 1000000.0,
+          "lowest_yearly_earnings": 764900.0,
+          "highest_yearly_earnings": 12200000.0,
+          "subscribers_for_last_30_days": 400000.0,
+          "created_year": 2010.0,
+          "created_month": "Jun",
+          "created_date": 11.0,
+          "Gross tertiary education enrollment (%)": 28.1,
+          "Population": 1366417754.0,
+          "Unemployment rate": 5.36,
+          "Urban_population": 471031528.0,
+          "Latitude": 20.593684,
+          "Longitude": 78.96288
+        }
+      },
+      {
+        "scenario_id": "018",
+        "features": {
+          "rank": 970,
+          "Youtuber": "Quantum Tech HD",
+          "subscribers": 12500000,
+          "video views": 4340213066.0,
+          "category": "Science & Technology",
+          "Title": "Mr_Mughall Gaming",
+          "uploads": 223,
+          "Country": "Pakistan",
+          "Abbreviation": "PK",
+          "channel_type": null,
+          "video_views_rank": 3956586.0,
+          "country_rank": 3554.0,
+          "channel_type_rank": null,
+          "video_views_for_the_last_30_days": 8721.0,
+          "lowest_monthly_earnings": 2.0,
+          "highest_monthly_earnings": 35.0,
+          "lowest_yearly_earnings": 26.0,
+          "highest_yearly_earnings": 419.0,
+          "subscribers_for_last_30_days": 32.0,
+          "created_year": 2022.0,
+          "created_month": "Apr",
+          "created_date": 23.0,
+          "Gross tertiary education enrollment (%)": 9.0,
+          "Population": 216565318.0,
+          "Unemployment rate": 4.45,
+          "Urban_population": 79927762.0,
+          "Latitude": 30.375321,
+          "Longitude": 69.345116
+        }
+      },
+      {
+        "scenario_id": "019",
+        "features": {
+          "rank": 886,
+          "Youtuber": "CookingShooking Hindi",
+          "subscribers": 13200000,
+          "video views": 1758603195.0,
+          "category": "People & Blogs",
+          "Title": "CookingShooking Hindi",
+          "uploads": 393,
+          "Country": "India",
+          "Abbreviation": "IN",
+          "channel_type": "Howto",
+          "video_views_rank": 5855.0,
+          "country_rank": 118.0,
+          "channel_type_rank": 33.0,
+          "video_views_for_the_last_30_days": 11490000.0,
+          "lowest_monthly_earnings": 2900.0,
+          "highest_monthly_earnings": 46000.0,
+          "lowest_yearly_earnings": 34500.0,
+          "highest_yearly_earnings": 551500.0,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2017.0,
+          "created_month": "Apr",
+          "created_date": 4.0,
+          "Gross tertiary education enrollment (%)": 28.1,
+          "Population": 1366417754.0,
+          "Unemployment rate": 5.36,
+          "Urban_population": 471031528.0,
+          "Latitude": 20.593684,
+          "Longitude": 78.96288
+        }
+      },
+      {
+        "scenario_id": "020",
+        "features": {
+          "rank": 323,
+          "Youtuber": "Zach Choi ASMR",
+          "subscribers": 21900000,
+          "video views": 5918314128.0,
+          "category": "People & Blogs",
+          "Title": "Zach Choi ASMR",
+          "uploads": 946,
+          "Country": "United States",
+          "Abbreviation": "US",
+          "channel_type": "People",
+          "video_views_rank": 1069.0,
+          "country_rank": 94.0,
+          "channel_type_rank": 12.0,
+          "video_views_for_the_last_30_days": 234222000.0,
+          "lowest_monthly_earnings": 58600.0,
+          "highest_monthly_earnings": 936900.0,
+          "lowest_yearly_earnings": 702700.0,
+          "highest_yearly_earnings": 11200000.0,
+          "subscribers_for_last_30_days": 400000.0,
+          "created_year": 2014.0,
+          "created_month": "Jul",
+          "created_date": 5.0,
+          "Gross tertiary education enrollment (%)": 88.2,
+          "Population": 328239523.0,
+          "Unemployment rate": 14.7,
+          "Urban_population": 270663028.0,
+          "Latitude": 37.09024,
+          "Longitude": -95.712891
+        }
+      },
+      {
+        "scenario_id": "021",
+        "features": {
+          "rank": 459,
+          "Youtuber": "Like Nastya Vlog",
+          "subscribers": 18500000,
+          "video views": 8147575884.0,
+          "category": "People & Blogs",
+          "Title": "Like Nastya Vlog",
+          "uploads": 493,
+          "Country": "Russia",
+          "Abbreviation": "RU",
+          "channel_type": "People",
+          "video_views_rank": 630.0,
+          "country_rank": 5.0,
+          "channel_type_rank": 25.0,
+          "video_views_for_the_last_30_days": 48947000.0,
+          "lowest_monthly_earnings": 12200.0,
+          "highest_monthly_earnings": 195800.0,
+          "lowest_yearly_earnings": 146800.0,
+          "highest_yearly_earnings": 2300000.0,
+          "subscribers_for_last_30_days": 100000.0,
+          "created_year": 2016.0,
+          "created_month": "Jan",
+          "created_date": 14.0,
+          "Gross tertiary education enrollment (%)": 81.9,
+          "Population": 144373535.0,
+          "Unemployment rate": 4.59,
+          "Urban_population": 107683889.0,
+          "Latitude": 61.52401,
+          "Longitude": 105.318756
+        }
+      },
+      {
+        "scenario_id": "022",
+        "features": {
+          "rank": 366,
+          "Youtuber": "5-Minute Crafts DIY",
+          "subscribers": 20700000,
+          "video views": 5091618606.0,
+          "category": "Howto & Style",
+          "Title": "5-Minute Crafts DIY",
+          "uploads": 5062,
+          "Country": "United States",
+          "Abbreviation": "US",
+          "channel_type": "Howto",
+          "video_views_rank": 1334.0,
+          "country_rank": 103.0,
+          "channel_type_rank": 11.0,
+          "video_views_for_the_last_30_days": 20012000.0,
+          "lowest_monthly_earnings": 5000.0,
+          "highest_monthly_earnings": 80000.0,
+          "lowest_yearly_earnings": 60000.0,
+          "highest_yearly_earnings": 960600.0,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2018.0,
+          "created_month": "Jan",
+          "created_date": 18.0,
+          "Gross tertiary education enrollment (%)": 88.2,
+          "Population": 328239523.0,
+          "Unemployment rate": 14.7,
+          "Urban_population": 270663028.0,
+          "Latitude": 37.09024,
+          "Longitude": -95.712891
+        }
+      },
+      {
+        "scenario_id": "023",
+        "features": {
+          "rank": 227,
+          "Youtuber": "Fede Vigevani",
+          "subscribers": 25600000,
+          "video views": 7962725960.0,
+          "category": "Howto & Style",
+          "Title": "Fede Vigevani",
+          "uploads": 0,
+          "Country": null,
+          "Abbreviation": null,
+          "channel_type": null,
+          "video_views_rank": 4057944.0,
+          "country_rank": null,
+          "channel_type_rank": null,
+          "video_views_for_the_last_30_days": null,
+          "lowest_monthly_earnings": 0.0,
+          "highest_monthly_earnings": 0.0,
+          "lowest_yearly_earnings": 0.0,
+          "highest_yearly_earnings": 0.0,
+          "subscribers_for_last_30_days": 2.0,
+          "created_year": 2019.0,
+          "created_month": "Aug",
+          "created_date": 1.0,
+          "Gross tertiary education enrollment (%)": null,
+          "Population": null,
+          "Unemployment rate": null,
+          "Urban_population": null,
+          "Latitude": null,
+          "Longitude": null
+        }
+      },
+      {
+        "scenario_id": "024",
+        "features": {
+          "rank": 201,
+          "Youtuber": "ToyPuddingTV",
+          "subscribers": 27100000,
+          "video views": 15916882228.0,
+          "category": "Entertainment",
+          "Title": "ToyPudding TV[����ï",
+          "uploads": 2,
+          "Country": null,
+          "Abbreviation": null,
+          "channel_type": "People",
+          "video_views_rank": 4052296.0,
+          "country_rank": null,
+          "channel_type_rank": 7692.0,
+          "video_views_for_the_last_30_days": 14.0,
+          "lowest_monthly_earnings": 0.0,
+          "highest_monthly_earnings": 0.06,
+          "lowest_yearly_earnings": 0.04,
+          "highest_yearly_earnings": 0.67,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2017.0,
+          "created_month": "Jun",
+          "created_date": 7.0,
+          "Gross tertiary education enrollment (%)": null,
+          "Population": null,
+          "Unemployment rate": null,
+          "Urban_population": null,
+          "Latitude": null,
+          "Longitude": null
+        }
+      },
+      {
+        "scenario_id": "025",
+        "features": {
+          "rank": 55,
+          "Youtuber": "Felipe Neto",
+          "subscribers": 45200000,
+          "video views": 16602198273.0,
+          "category": "Entertainment",
+          "Title": "Felipe Neto",
+          "uploads": 4331,
+          "Country": "Brazil",
+          "Abbreviation": "BR",
+          "channel_type": "Entertainment",
+          "video_views_rank": 174.0,
+          "country_rank": 2.0,
+          "channel_type_rank": 14.0,
+          "video_views_for_the_last_30_days": 130359000.0,
+          "lowest_monthly_earnings": 32600.0,
+          "highest_monthly_earnings": 521400.0,
+          "lowest_yearly_earnings": 391100.0,
+          "highest_yearly_earnings": 6300000.0,
+          "subscribers_for_last_30_days": 200000.0,
+          "created_year": 2006.0,
+          "created_month": "May",
+          "created_date": 16.0,
+          "Gross tertiary education enrollment (%)": 51.3,
+          "Population": 212559417.0,
+          "Unemployment rate": 12.08,
+          "Urban_population": 183241641.0,
+          "Latitude": -14.235004,
+          "Longitude": -51.92528
+        }
+      },
+      {
+        "scenario_id": "026",
+        "features": {
+          "rank": 591,
+          "Youtuber": "ExtraPolinesios",
+          "subscribers": 16200000,
+          "video views": 4813127504.0,
+          "category": "People & Blogs",
+          "Title": "Extra polinesios",
+          "uploads": 2,
+          "Country": null,
+          "Abbreviation": null,
+          "channel_type": "People",
+          "video_views_rank": 3945744.0,
+          "country_rank": null,
+          "channel_type_rank": 7359.0,
+          "video_views_for_the_last_30_days": 510.0,
+          "lowest_monthly_earnings": 0.13,
+          "highest_monthly_earnings": 2.0,
+          "lowest_yearly_earnings": 2.0,
+          "highest_yearly_earnings": 24.0,
+          "subscribers_for_last_30_days": 1.0,
+          "created_year": 2015.0,
+          "created_month": "Nov",
+          "created_date": 21.0,
+          "Gross tertiary education enrollment (%)": null,
+          "Population": null,
+          "Unemployment rate": null,
+          "Urban_population": null,
+          "Latitude": null,
+          "Longitude": null
+        }
+      },
+      {
+        "scenario_id": "027",
+        "features": {
+          "rank": 240,
+          "Youtuber": "WatchMojo.com",
+          "subscribers": 25100000,
+          "video views": 16357064198.0,
+          "category": "Music",
+          "Title": "WatchMojo.com",
+          "uploads": 24837,
+          "Country": "Canada",
+          "Abbreviation": "CA",
+          "channel_type": "Entertainment",
+          "video_views_rank": 180.0,
+          "country_rank": 6.0,
+          "channel_type_rank": 64.0,
+          "video_views_for_the_last_30_days": 49009000.0,
+          "lowest_monthly_earnings": 12300.0,
+          "highest_monthly_earnings": 196000.0,
+          "lowest_yearly_earnings": 147000.0,
+          "highest_yearly_earnings": 2400000.0,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2007.0,
+          "created_month": "Jan",
+          "created_date": 25.0,
+          "Gross tertiary education enrollment (%)": 68.9,
+          "Population": 36991981.0,
+          "Unemployment rate": 5.56,
+          "Urban_population": 30628482.0,
+          "Latitude": 56.130366,
+          "Longitude": -106.346771
+        }
+      },
+      {
+        "scenario_id": "028",
+        "features": {
+          "rank": 888,
+          "Youtuber": "Alex Gonzaga Official",
+          "subscribers": 13100000,
+          "video views": 1401914513.0,
+          "category": "People & Blogs",
+          "Title": "Alex Gonzaga Official",
+          "uploads": 287,
+          "Country": "Philippines",
+          "Abbreviation": "PH",
+          "channel_type": "People",
+          "video_views_rank": 7733.0,
+          "country_rank": 11.0,
+          "channel_type_rank": 56.0,
+          "video_views_for_the_last_30_days": 10848000.0,
+          "lowest_monthly_earnings": 2700.0,
+          "highest_monthly_earnings": 43400.0,
+          "lowest_yearly_earnings": 32500.0,
+          "highest_yearly_earnings": 520700.0,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2017.0,
+          "created_month": "Jul",
+          "created_date": 18.0,
+          "Gross tertiary education enrollment (%)": 35.5,
+          "Population": 108116615.0,
+          "Unemployment rate": 2.15,
+          "Urban_population": 50975903.0,
+          "Latitude": 12.879721,
+          "Longitude": 121.774017
+        }
+      },
+      {
+        "scenario_id": "029",
+        "features": {
+          "rank": 230,
+          "Youtuber": "Post Malone",
+          "subscribers": 25500000,
+          "video views": 14401218086.0,
+          "category": "Music",
+          "Title": "Post Malone",
+          "uploads": 78,
+          "Country": "United States",
+          "Abbreviation": "US",
+          "channel_type": "Music",
+          "video_views_rank": 243.0,
+          "country_rank": 69.0,
+          "channel_type_rank": 69.0,
+          "video_views_for_the_last_30_days": 195499000.0,
+          "lowest_monthly_earnings": 48900.0,
+          "highest_monthly_earnings": 782000.0,
+          "lowest_yearly_earnings": 586500.0,
+          "highest_yearly_earnings": 9400000.0,
+          "subscribers_for_last_30_days": 100000.0,
+          "created_year": 2011.0,
+          "created_month": "Dec",
+          "created_date": 15.0,
+          "Gross tertiary education enrollment (%)": 88.2,
+          "Population": 328239523.0,
+          "Unemployment rate": 14.7,
+          "Urban_population": 270663028.0,
+          "Latitude": 37.09024,
+          "Longitude": -95.712891
+        }
+      },
+      {
+        "scenario_id": "030",
+        "features": {
+          "rank": 125,
+          "Youtuber": "Rajshri",
+          "subscribers": 33500000,
+          "video views": 14864294792.0,
+          "category": "Music",
+          "Title": "Rajshri",
+          "uploads": 3741,
+          "Country": "India",
+          "Abbreviation": "IN",
+          "channel_type": "Entertainment",
+          "video_views_rank": 222.0,
+          "country_rank": 34.0,
+          "channel_type_rank": 36.0,
+          "video_views_for_the_last_30_days": 272255000.0,
+          "lowest_monthly_earnings": 68100.0,
+          "highest_monthly_earnings": 1100000.0,
+          "lowest_yearly_earnings": 816800.0,
+          "highest_yearly_earnings": 13100000.0,
+          "subscribers_for_last_30_days": 500000.0,
+          "created_year": 2006.0,
+          "created_month": "Mar",
+          "created_date": 24.0,
+          "Gross tertiary education enrollment (%)": 28.1,
+          "Population": 1366417754.0,
+          "Unemployment rate": 5.36,
+          "Urban_population": 471031528.0,
+          "Latitude": 20.593684,
+          "Longitude": 78.96288
+        }
+      },
+      {
+        "scenario_id": "031",
+        "features": {
+          "rank": 980,
+          "Youtuber": "DaniRep | +6 V����������ï",
+          "subscribers": 12400000,
+          "video views": 6933660906.0,
+          "category": "Gaming",
+          "Title": "DaniRep | +6 V����������ï",
+          "uploads": 12419,
+          "Country": "Spain",
+          "Abbreviation": "ES",
+          "channel_type": "Games",
+          "video_views_rank": 847.0,
+          "country_rank": 19.0,
+          "channel_type_rank": 68.0,
+          "video_views_for_the_last_30_days": 82648000.0,
+          "lowest_monthly_earnings": 20700.0,
+          "highest_monthly_earnings": 330600.0,
+          "lowest_yearly_earnings": 247900.0,
+          "highest_yearly_earnings": 4000000.0,
+          "subscribers_for_last_30_days": 100000.0,
+          "created_year": 2012.0,
+          "created_month": "Oct",
+          "created_date": 29.0,
+          "Gross tertiary education enrollment (%)": 88.9,
+          "Population": 47076781.0,
+          "Unemployment rate": 13.96,
+          "Urban_population": 37927409.0,
+          "Latitude": 40.463667,
+          "Longitude": -3.74922
+        }
+      },
+      {
+        "scenario_id": "032",
+        "features": {
+          "rank": 581,
+          "Youtuber": "W2S",
+          "subscribers": 16300000,
+          "video views": 4768370464.0,
+          "category": "Gaming",
+          "Title": "W2S",
+          "uploads": 652,
+          "Country": "United Kingdom",
+          "Abbreviation": "GB",
+          "channel_type": "Entertainment",
+          "video_views_rank": 1455.0,
+          "country_rank": 22.0,
+          "channel_type_rank": 135.0,
+          "video_views_for_the_last_30_days": 3079000.0,
+          "lowest_monthly_earnings": 770.0,
+          "highest_monthly_earnings": 12300.0,
+          "lowest_yearly_earnings": 9200.0,
+          "highest_yearly_earnings": 147800.0,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2012.0,
+          "created_month": "Jul",
+          "created_date": 26.0,
+          "Gross tertiary education enrollment (%)": 60.0,
+          "Population": 66834405.0,
+          "Unemployment rate": 3.85,
+          "Urban_population": 55908316.0,
+          "Latitude": 55.378051,
+          "Longitude": -3.435973
+        }
+      },
+      {
+        "scenario_id": "033",
+        "features": {
+          "rank": 261,
+          "Youtuber": "DJ Snake",
+          "subscribers": 24100000,
+          "video views": 8425505919.0,
+          "category": "Music",
+          "Title": "DJ Snake",
+          "uploads": 252,
+          "Country": "United States",
+          "Abbreviation": "US",
+          "channel_type": "Music",
+          "video_views_rank": 602.0,
+          "country_rank": 77.0,
+          "channel_type_rank": 76.0,
+          "video_views_for_the_last_30_days": 63293000.0,
+          "lowest_monthly_earnings": 15800.0,
+          "highest_monthly_earnings": 253200.0,
+          "lowest_yearly_earnings": 189900.0,
+          "highest_yearly_earnings": 3000000.0,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2008.0,
+          "created_month": "Sep",
+          "created_date": 24.0,
+          "Gross tertiary education enrollment (%)": 88.2,
+          "Population": 328239523.0,
+          "Unemployment rate": 14.7,
+          "Urban_population": 270663028.0,
+          "Latitude": 37.09024,
+          "Longitude": -95.712891
+        }
+      },
+      {
+        "scenario_id": "034",
+        "features": {
+          "rank": 368,
+          "Youtuber": "tuzelity SHUFFLE",
+          "subscribers": 20700000,
+          "video views": 8658941531.0,
+          "category": "People & Blogs",
+          "Title": "tuzelity SHUFFLE",
+          "uploads": 889,
+          "Country": "Russia",
+          "Abbreviation": "RU",
+          "channel_type": "People",
+          "video_views_rank": 570.0,
+          "country_rank": 3.0,
+          "channel_type_rank": 18.0,
+          "video_views_for_the_last_30_days": 552266000.0,
+          "lowest_monthly_earnings": 138100.0,
+          "highest_monthly_earnings": 2200000.0,
+          "lowest_yearly_earnings": 1700000.0,
+          "highest_yearly_earnings": 26500000.0,
+          "subscribers_for_last_30_days": 1600000.0,
+          "created_year": 2015.0,
+          "created_month": "Oct",
+          "created_date": 26.0,
+          "Gross tertiary education enrollment (%)": 81.9,
+          "Population": 144373535.0,
+          "Unemployment rate": 4.59,
+          "Urban_population": 107683889.0,
+          "Latitude": 61.52401,
+          "Longitude": 105.318756
+        }
+      },
+      {
+        "scenario_id": "035",
+        "features": {
+          "rank": 791,
+          "Youtuber": "F2Freestylers - Ultimate Soccer Skills Channel",
+          "subscribers": 14100000,
+          "video views": 3280481927.0,
+          "category": "Sports",
+          "Title": "F2Freestylers - Ultimate Soccer Skills Chann�",
+          "uploads": 777,
+          "Country": "United Kingdom",
+          "Abbreviation": "GB",
+          "channel_type": "Sports",
+          "video_views_rank": 2530.0,
+          "country_rank": 28.0,
+          "channel_type_rank": 10.0,
+          "video_views_for_the_last_30_days": 10222000.0,
+          "lowest_monthly_earnings": 2600.0,
+          "highest_monthly_earnings": 40900.0,
+          "lowest_yearly_earnings": 30700.0,
+          "highest_yearly_earnings": 490600.0,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2011.0,
+          "created_month": "Apr",
+          "created_date": 9.0,
+          "Gross tertiary education enrollment (%)": 60.0,
+          "Population": 66834405.0,
+          "Unemployment rate": 3.85,
+          "Urban_population": 55908316.0,
+          "Latitude": 55.378051,
+          "Longitude": -3.435973
+        }
+      },
+      {
+        "scenario_id": "036",
+        "features": {
+          "rank": 543,
+          "Youtuber": "Bispo Bruno Leonardo",
+          "subscribers": 16900000,
+          "video views": 3523578665.0,
+          "category": "Nonprofits & Activism",
+          "Title": "Bispo Bruno Leonardo",
+          "uploads": 4891,
+          "Country": "Brazil",
+          "Abbreviation": "BR",
+          "channel_type": "Nonprofit",
+          "video_views_rank": 2307.0,
+          "country_rank": 29.0,
+          "channel_type_rank": 2.0,
+          "video_views_for_the_last_30_days": 149543000.0,
+          "lowest_monthly_earnings": 37400.0,
+          "highest_monthly_earnings": 598200.0,
+          "lowest_yearly_earnings": 448600.0,
+          "highest_yearly_earnings": 7200000.0,
+          "subscribers_for_last_30_days": 400000.0,
+          "created_year": 2016.0,
+          "created_month": "Apr",
+          "created_date": 10.0,
+          "Gross tertiary education enrollment (%)": 51.3,
+          "Population": 212559417.0,
+          "Unemployment rate": 12.08,
+          "Urban_population": 183241641.0,
+          "Latitude": -14.235004,
+          "Longitude": -51.92528
+        }
+      },
+      {
+        "scenario_id": "037",
+        "features": {
+          "rank": 598,
+          "Youtuber": "FitDance",
+          "subscribers": 16100000,
+          "video views": 7126210721.0,
+          "category": "Music",
+          "Title": "Fitdance Academy",
+          "uploads": 41,
+          "Country": "France",
+          "Abbreviation": "FR",
+          "channel_type": "Entertainment",
+          "video_views_rank": 4006012.0,
+          "country_rank": 3726.0,
+          "channel_type_rank": 6335.0,
+          "video_views_for_the_last_30_days": 780.0,
+          "lowest_monthly_earnings": 0.2,
+          "highest_monthly_earnings": 3.0,
+          "lowest_yearly_earnings": 2.0,
+          "highest_yearly_earnings": 37.0,
+          "subscribers_for_last_30_days": 4.0,
+          "created_year": 2006.0,
+          "created_month": "Nov",
+          "created_date": 20.0,
+          "Gross tertiary education enrollment (%)": 65.6,
+          "Population": 67059887.0,
+          "Unemployment rate": 8.43,
+          "Urban_population": 54123364.0,
+          "Latitude": 46.227638,
+          "Longitude": 2.213749
+        }
+      },
+      {
+        "scenario_id": "038",
+        "features": {
+          "rank": 872,
+          "Youtuber": "Kabita's Kitchen",
+          "subscribers": 13300000,
+          "video views": 2831275503.0,
+          "category": "Howto & Style",
+          "Title": "Kabita's Kitchen",
+          "uploads": 1489,
+          "Country": "India",
+          "Abbreviation": "IN",
+          "channel_type": "Howto",
+          "video_views_rank": 3123.0,
+          "country_rank": 117.0,
+          "channel_type_rank": 32.0,
+          "video_views_for_the_last_30_days": 43118000.0,
+          "lowest_monthly_earnings": 10800.0,
+          "highest_monthly_earnings": 172500.0,
+          "lowest_yearly_earnings": 129400.0,
+          "highest_yearly_earnings": 2100000.0,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2014.0,
+          "created_month": "Oct",
+          "created_date": 7.0,
+          "Gross tertiary education enrollment (%)": 28.1,
+          "Population": 1366417754.0,
+          "Unemployment rate": 5.36,
+          "Urban_population": 471031528.0,
+          "Latitude": 20.593684,
+          "Longitude": 78.96288
+        }
+      },
+      {
+        "scenario_id": "039",
+        "features": {
+          "rank": 189,
+          "Youtuber": "Drake",
+          "subscribers": 28100000,
+          "video views": 15318895118.0,
+          "category": "Music",
+          "Title": "drake",
+          "uploads": 3,
+          "Country": null,
+          "Abbreviation": null,
+          "channel_type": "Film",
+          "video_views_rank": 4011030.0,
+          "country_rank": null,
+          "channel_type_rank": 4909.0,
+          "video_views_for_the_last_30_days": 31.0,
+          "lowest_monthly_earnings": 0.01,
+          "highest_monthly_earnings": 0.12,
+          "lowest_yearly_earnings": 0.09,
+          "highest_yearly_earnings": 1.0,
+          "subscribers_for_last_30_days": 1.0,
+          "created_year": 2005.0,
+          "created_month": "Sep",
+          "created_date": 23.0,
+          "Gross tertiary education enrollment (%)": null,
+          "Population": null,
+          "Unemployment rate": null,
+          "Urban_population": null,
+          "Latitude": null,
+          "Longitude": null
+        }
+      },
+      {
+        "scenario_id": "040",
+        "features": {
+          "rank": 177,
+          "Youtuber": "Enaldinho",
+          "subscribers": 29200000,
+          "video views": 11627437847.0,
+          "category": "Comedy",
+          "Title": "Enaldinho",
+          "uploads": 3654,
+          "Country": "Brazil",
+          "Abbreviation": "BR",
+          "channel_type": "Games",
+          "video_views_rank": 338.0,
+          "country_rank": 10.0,
+          "channel_type_rank": 15.0,
+          "video_views_for_the_last_30_days": 303100000.0,
+          "lowest_monthly_earnings": 75800.0,
+          "highest_monthly_earnings": 1200000.0,
+          "lowest_yearly_earnings": 909300.0,
+          "highest_yearly_earnings": 14500000.0,
+          "subscribers_for_last_30_days": 1000000.0,
+          "created_year": 2012.0,
+          "created_month": "Nov",
+          "created_date": 7.0,
+          "Gross tertiary education enrollment (%)": 51.3,
+          "Population": 212559417.0,
+          "Unemployment rate": 12.08,
+          "Urban_population": 183241641.0,
+          "Latitude": -14.235004,
+          "Longitude": -51.92528
+        }
+      },
+      {
+        "scenario_id": "041",
+        "features": {
+          "rank": 580,
+          "Youtuber": "Technoblade",
+          "subscribers": 16300000,
+          "video views": 1656452554.0,
+          "category": "Gaming",
+          "Title": "Technoblade",
+          "uploads": 989,
+          "Country": "United States",
+          "Abbreviation": "US",
+          "channel_type": "Games",
+          "video_views_rank": 6274.0,
+          "country_rank": 138.0,
+          "channel_type_rank": 40.0,
+          "video_views_for_the_last_30_days": 17944000.0,
+          "lowest_monthly_earnings": 4500.0,
+          "highest_monthly_earnings": 71800.0,
+          "lowest_yearly_earnings": 53800.0,
+          "highest_yearly_earnings": 861300.0,
+          "subscribers_for_last_30_days": 200000.0,
+          "created_year": 2013.0,
+          "created_month": "Oct",
+          "created_date": 28.0,
+          "Gross tertiary education enrollment (%)": 88.2,
+          "Population": 328239523.0,
+          "Unemployment rate": 14.7,
+          "Urban_population": 270663028.0,
+          "Latitude": 37.09024,
+          "Longitude": -95.712891
+        }
+      },
+      {
+        "scenario_id": "042",
+        "features": {
+          "rank": 525,
+          "Youtuber": "Marques Brownlee",
+          "subscribers": 17200000,
+          "video views": 3606912471.0,
+          "category": "Science & Technology",
+          "Title": "Marques Brownlee",
+          "uploads": 1567,
+          "Country": "United States",
+          "Abbreviation": "US",
+          "channel_type": "Tech",
+          "video_views_rank": 2196.0,
+          "country_rank": 131.0,
+          "channel_type_rank": 10.0,
+          "video_views_for_the_last_30_days": 52325000.0,
+          "lowest_monthly_earnings": 13100.0,
+          "highest_monthly_earnings": 209300.0,
+          "lowest_yearly_earnings": 157000.0,
+          "highest_yearly_earnings": 2500000.0,
+          "subscribers_for_last_30_days": 100000.0,
+          "created_year": 2008.0,
+          "created_month": "Mar",
+          "created_date": 21.0,
+          "Gross tertiary education enrollment (%)": 88.2,
+          "Population": 328239523.0,
+          "Unemployment rate": 14.7,
+          "Urban_population": 270663028.0,
+          "Latitude": 37.09024,
+          "Longitude": -95.712891
+        }
+      },
+      {
+        "scenario_id": "043",
+        "features": {
+          "rank": 800,
+          "Youtuber": "ETV Jabardasth",
+          "subscribers": 14000000,
+          "video views": 13542939513.0,
+          "category": "People & Blogs",
+          "Title": "ETV Jabardasth",
+          "uploads": 9652,
+          "Country": "India",
+          "Abbreviation": "IN",
+          "channel_type": "Comedy",
+          "video_views_rank": 268.0,
+          "country_rank": 111.0,
+          "channel_type_rank": 34.0,
+          "video_views_for_the_last_30_days": 133584000.0,
+          "lowest_monthly_earnings": 33400.0,
+          "highest_monthly_earnings": 534300.0,
+          "lowest_yearly_earnings": 400800.0,
+          "highest_yearly_earnings": 6400000.0,
+          "subscribers_for_last_30_days": 100000.0,
+          "created_year": 2015.0,
+          "created_month": "Jul",
+          "created_date": 14.0,
+          "Gross tertiary education enrollment (%)": 28.1,
+          "Population": 1366417754.0,
+          "Unemployment rate": 5.36,
+          "Urban_population": 471031528.0,
+          "Latitude": 20.593684,
+          "Longitude": 78.96288
+        }
+      },
+      {
+        "scenario_id": "044",
+        "features": {
+          "rank": 46,
+          "Youtuber": "Billie Eilish",
+          "subscribers": 47900000,
+          "video views": 13626331061.0,
+          "category": "Music",
+          "Title": "Billie Eilish",
+          "uploads": 65,
+          "Country": "United States",
+          "Abbreviation": "US",
+          "channel_type": "Music",
+          "video_views_rank": 263.0,
+          "country_rank": 16.0,
+          "channel_type_rank": 21.0,
+          "video_views_for_the_last_30_days": 146862000.0,
+          "lowest_monthly_earnings": 36700.0,
+          "highest_monthly_earnings": 587400.0,
+          "lowest_yearly_earnings": 440600.0,
+          "highest_yearly_earnings": 7000000.0,
+          "subscribers_for_last_30_days": 200000.0,
+          "created_year": 2013.0,
+          "created_month": "Feb",
+          "created_date": 6.0,
+          "Gross tertiary education enrollment (%)": 88.2,
+          "Population": 328239523.0,
+          "Unemployment rate": 14.7,
+          "Urban_population": 270663028.0,
+          "Latitude": 37.09024,
+          "Longitude": -95.712891
+        }
+      },
+      {
+        "scenario_id": "045",
+        "features": {
+          "rank": 303,
+          "Youtuber": "KL BRO Biju Rithvik",
+          "subscribers": 22800000,
+          "video views": 17988347989.0,
+          "category": "Entertainment",
+          "Title": "KL BRO Biju Rithvik",
+          "uploads": 1841,
+          "Country": null,
+          "Abbreviation": null,
+          "channel_type": "Entertainment",
+          "video_views_rank": 143.0,
+          "country_rank": null,
+          "channel_type_rank": 79.0,
+          "video_views_for_the_last_30_days": 2033000000.0,
+          "lowest_monthly_earnings": 508100.0,
+          "highest_monthly_earnings": 8100000.0,
+          "lowest_yearly_earnings": 6100000.0,
+          "highest_yearly_earnings": 97600000.0,
+          "subscribers_for_last_30_days": 3200000.0,
+          "created_year": 2020.0,
+          "created_month": "Jul",
+          "created_date": 21.0,
+          "Gross tertiary education enrollment (%)": null,
+          "Population": null,
+          "Unemployment rate": null,
+          "Urban_population": null,
+          "Latitude": null,
+          "Longitude": null
+        }
+      },
+      {
+        "scenario_id": "046",
+        "features": {
+          "rank": 76,
+          "Youtuber": "Toys and Colors",
+          "subscribers": 40300000,
+          "video views": 47005053156.0,
+          "category": "Entertainment",
+          "Title": "Toys and colors",
+          "uploads": 4,
+          "Country": null,
+          "Abbreviation": null,
+          "channel_type": "People",
+          "video_views_rank": 3989650.0,
+          "country_rank": null,
+          "channel_type_rank": 7330.0,
+          "video_views_for_the_last_30_days": 5.0,
+          "lowest_monthly_earnings": 0.0,
+          "highest_monthly_earnings": 0.02,
+          "lowest_yearly_earnings": 0.02,
+          "highest_yearly_earnings": 0.24,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2018.0,
+          "created_month": "Jun",
+          "created_date": 14.0,
+          "Gross tertiary education enrollment (%)": null,
+          "Population": null,
+          "Unemployment rate": null,
+          "Urban_population": null,
+          "Latitude": null,
+          "Longitude": null
+        }
+      },
+      {
+        "scenario_id": "047",
+        "features": {
+          "rank": 274,
+          "Youtuber": "FaZe Rug",
+          "subscribers": 23700000,
+          "video views": 7451792132.0,
+          "category": "Gaming",
+          "Title": "FaZeRug",
+          "uploads": 0,
+          "Country": "Canada",
+          "Abbreviation": "CA",
+          "channel_type": "Games",
+          "video_views_rank": 4057944.0,
+          "country_rank": 3885.0,
+          "channel_type_rank": 7268.0,
+          "video_views_for_the_last_30_days": null,
+          "lowest_monthly_earnings": 0.0,
+          "highest_monthly_earnings": 0.0,
+          "lowest_yearly_earnings": 0.0,
+          "highest_yearly_earnings": 0.0,
+          "subscribers_for_last_30_days": 1.0,
+          "created_year": 2012.0,
+          "created_month": "Nov",
+          "created_date": 30.0,
+          "Gross tertiary education enrollment (%)": 68.9,
+          "Population": 36991981.0,
+          "Unemployment rate": 5.56,
+          "Urban_population": 30628482.0,
+          "Latitude": 56.130366,
+          "Longitude": -106.346771
+        }
+      },
+      {
+        "scenario_id": "048",
+        "features": {
+          "rank": 408,
+          "Youtuber": "Crafty Panda",
+          "subscribers": 19800000,
+          "video views": 5759442450.0,
+          "category": "People & Blogs",
+          "Title": "Crafty Panda",
+          "uploads": 760,
+          "Country": "United States",
+          "Abbreviation": "US",
+          "channel_type": "Entertainment",
+          "video_views_rank": 1120.0,
+          "country_rank": 111.0,
+          "channel_type_rank": 105.0,
+          "video_views_for_the_last_30_days": 6137000.0,
+          "lowest_monthly_earnings": 1500.0,
+          "highest_monthly_earnings": 24500.0,
+          "lowest_yearly_earnings": 18400.0,
+          "highest_yearly_earnings": 294600.0,
+          "subscribers_for_last_30_days": 100000.0,
+          "created_year": 2017.0,
+          "created_month": "Dec",
+          "created_date": 3.0,
+          "Gross tertiary education enrollment (%)": 88.2,
+          "Population": 328239523.0,
+          "Unemployment rate": 14.7,
+          "Urban_population": 270663028.0,
+          "Latitude": 37.09024,
+          "Longitude": -95.712891
+        }
+      },
+      {
+        "scenario_id": "049",
+        "features": {
+          "rank": 221,
+          "Youtuber": "Mar�����",
+          "subscribers": 26000000,
+          "video views": 18597534412.0,
+          "category": "Music",
+          "Title": "mariliamendonca",
+          "uploads": 1,
+          "Country": null,
+          "Abbreviation": null,
+          "channel_type": "Music",
+          "video_views_rank": 4057142.0,
+          "country_rank": null,
+          "channel_type_rank": 4914.0,
+          "video_views_for_the_last_30_days": 3.0,
+          "lowest_monthly_earnings": 0.0,
+          "highest_monthly_earnings": 0.01,
+          "lowest_yearly_earnings": 0.01,
+          "highest_yearly_earnings": 0.14,
+          "subscribers_for_last_30_days": 3.0,
+          "created_year": 2008.0,
+          "created_month": "Jun",
+          "created_date": 14.0,
+          "Gross tertiary education enrollment (%)": null,
+          "Population": null,
+          "Unemployment rate": null,
+          "Urban_population": null,
+          "Latitude": null,
+          "Longitude": null
+        }
+      },
+      {
+        "scenario_id": "050",
+        "features": {
+          "rank": 207,
+          "Youtuber": "enchufetv",
+          "subscribers": 26700000,
+          "video views": 10317306313.0,
+          "category": "Comedy",
+          "Title": "enchufetv",
+          "uploads": 975,
+          "Country": "Colombia",
+          "Abbreviation": "CO",
+          "channel_type": "Comedy",
+          "video_views_rank": 420.0,
+          "country_rank": 5.0,
+          "channel_type_rank": 11.0,
+          "video_views_for_the_last_30_days": 24363000.0,
+          "lowest_monthly_earnings": 6100.0,
+          "highest_monthly_earnings": 97500.0,
+          "lowest_yearly_earnings": 73100.0,
+          "highest_yearly_earnings": 1200000.0,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2011.0,
+          "created_month": "Nov",
+          "created_date": 13.0,
+          "Gross tertiary education enrollment (%)": 55.3,
+          "Population": 50339443.0,
+          "Unemployment rate": 9.71,
+          "Urban_population": 40827302.0,
+          "Latitude": 4.570868,
+          "Longitude": -74.297333
+        }
+      },
+      {
+        "scenario_id": "051",
+        "features": {
+          "rank": 284,
+          "Youtuber": "Tilak",
+          "subscribers": 23400000,
+          "video views": 9465863821.0,
+          "category": "Film & Animation",
+          "Title": "Tilak",
+          "uploads": 6672,
+          "Country": "India",
+          "Abbreviation": "IN",
+          "channel_type": "Film",
+          "video_views_rank": 493.0,
+          "country_rank": 56.0,
+          "channel_type_rank": 20.0,
+          "video_views_for_the_last_30_days": 367347000.0,
+          "lowest_monthly_earnings": 91800.0,
+          "highest_monthly_earnings": 1500000.0,
+          "lowest_yearly_earnings": 1100000.0,
+          "highest_yearly_earnings": 17600000.0,
+          "subscribers_for_last_30_days": 900000.0,
+          "created_year": 2020.0,
+          "created_month": "Oct",
+          "created_date": 10.0,
+          "Gross tertiary education enrollment (%)": 28.1,
+          "Population": 1366417754.0,
+          "Unemployment rate": 5.36,
+          "Urban_population": 471031528.0,
+          "Latitude": 20.593684,
+          "Longitude": 78.96288
+        }
+      },
+      {
+        "scenario_id": "052",
+        "features": {
+          "rank": 320,
+          "Youtuber": "Vlad and Niki ESP",
+          "subscribers": 22000000,
+          "video views": 8594440895.0,
+          "category": null,
+          "Title": "Vlad and Niki ESP",
+          "uploads": 515,
+          "Country": "United States",
+          "Abbreviation": "US",
+          "channel_type": "Entertainment",
+          "video_views_rank": 591.0,
+          "country_rank": 93.0,
+          "channel_type_rank": 87.0,
+          "video_views_for_the_last_30_days": 183871000.0,
+          "lowest_monthly_earnings": 46000.0,
+          "highest_monthly_earnings": 735500.0,
+          "lowest_yearly_earnings": 551600.0,
+          "highest_yearly_earnings": 8800000.0,
+          "subscribers_for_last_30_days": 200000.0,
+          "created_year": 2018.0,
+          "created_month": "Oct",
+          "created_date": 11.0,
+          "Gross tertiary education enrollment (%)": 88.2,
+          "Population": 328239523.0,
+          "Unemployment rate": 14.7,
+          "Urban_population": 270663028.0,
+          "Latitude": 37.09024,
+          "Longitude": -95.712891
+        }
+      },
+      {
+        "scenario_id": "053",
+        "features": {
+          "rank": 285,
+          "Youtuber": "Valentina Pontes ofc",
+          "subscribers": 23400000,
+          "video views": 7926899136.0,
+          "category": "Film & Animation",
+          "Title": "Valentina Pontes ofc",
+          "uploads": 1291,
+          "Country": "Brazil",
+          "Abbreviation": "BR",
+          "channel_type": "Entertainment",
+          "video_views_rank": 667.0,
+          "country_rank": 14.0,
+          "channel_type_rank": 77.0,
+          "video_views_for_the_last_30_days": 28285000.0,
+          "lowest_monthly_earnings": 7100.0,
+          "highest_monthly_earnings": 113100.0,
+          "lowest_yearly_earnings": 84900.0,
+          "highest_yearly_earnings": 1400000.0,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2014.0,
+          "created_month": "Apr",
+          "created_date": 14.0,
+          "Gross tertiary education enrollment (%)": 51.3,
+          "Population": 212559417.0,
+          "Unemployment rate": 12.08,
+          "Urban_population": 183241641.0,
+          "Latitude": -14.235004,
+          "Longitude": -51.92528
+        }
+      },
+      {
+        "scenario_id": "054",
+        "features": {
+          "rank": 289,
+          "Youtuber": "Akshay Nagwadiya",
+          "subscribers": 23200000,
+          "video views": 7966720147.0,
+          "category": "Entertainment",
+          "Title": "Akshay Nagwadiya",
+          "uploads": 595,
+          "Country": null,
+          "Abbreviation": null,
+          "channel_type": "Entertainment",
+          "video_views_rank": 660.0,
+          "country_rank": null,
+          "channel_type_rank": 79.0,
+          "video_views_for_the_last_30_days": 321179000.0,
+          "lowest_monthly_earnings": 80300.0,
+          "highest_monthly_earnings": 1300000.0,
+          "lowest_yearly_earnings": 963500.0,
+          "highest_yearly_earnings": 15400000.0,
+          "subscribers_for_last_30_days": 900000.0,
+          "created_year": 2017.0,
+          "created_month": "Oct",
+          "created_date": 25.0,
+          "Gross tertiary education enrollment (%)": null,
+          "Population": null,
+          "Unemployment rate": null,
+          "Urban_population": null,
+          "Latitude": null,
+          "Longitude": null
+        }
+      },
+      {
+        "scenario_id": "055",
+        "features": {
+          "rank": 6,
+          "Youtuber": "Music",
+          "subscribers": 119000000,
+          "video views": 0.0,
+          "category": null,
+          "Title": "Music",
+          "uploads": 0,
+          "Country": null,
+          "Abbreviation": null,
+          "channel_type": "Music",
+          "video_views_rank": 4057944.0,
+          "country_rank": null,
+          "channel_type_rank": null,
+          "video_views_for_the_last_30_days": null,
+          "lowest_monthly_earnings": 0.0,
+          "highest_monthly_earnings": 0.0,
+          "lowest_yearly_earnings": 0.0,
+          "highest_yearly_earnings": 0.0,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2013.0,
+          "created_month": "Sep",
+          "created_date": 24.0,
+          "Gross tertiary education enrollment (%)": null,
+          "Population": null,
+          "Unemployment rate": null,
+          "Urban_population": null,
+          "Latitude": null,
+          "Longitude": null
+        }
+      },
+      {
+        "scenario_id": "056",
+        "features": {
+          "rank": 418,
+          "Youtuber": "DaFuq!?Boom!",
+          "subscribers": 19600000,
+          "video views": 7906181776.0,
+          "category": "Film & Animation",
+          "Title": "DaFuq!?Boom!",
+          "uploads": 214,
+          "Country": "United States",
+          "Abbreviation": "US",
+          "channel_type": "Entertainment",
+          "video_views_rank": 656.0,
+          "country_rank": 112.0,
+          "channel_type_rank": 106.0,
+          "video_views_for_the_last_30_days": 2304000000.0,
+          "lowest_monthly_earnings": 576000.0,
+          "highest_monthly_earnings": 9200000.0,
+          "lowest_yearly_earnings": 6900000.0,
+          "highest_yearly_earnings": 110600000.0,
+          "subscribers_for_last_30_days": 6700000.0,
+          "created_year": 2016.0,
+          "created_month": "Jun",
+          "created_date": 6.0,
+          "Gross tertiary education enrollment (%)": 88.2,
+          "Population": 328239523.0,
+          "Unemployment rate": 14.7,
+          "Urban_population": 270663028.0,
+          "Latitude": 37.09024,
+          "Longitude": -95.712891
+        }
+      },
+      {
+        "scenario_id": "057",
+        "features": {
+          "rank": 121,
+          "Youtuber": "Galinha Pintadinha",
+          "subscribers": 33800000,
+          "video views": 27274550757.0,
+          "category": "Film & Animation",
+          "Title": "Galinha Pintadinha",
+          "uploads": 66,
+          "Country": "Brazil",
+          "Abbreviation": "BR",
+          "channel_type": "Film",
+          "video_views_rank": 54.0,
+          "country_rank": 8.0,
+          "channel_type_rank": 9.0,
+          "video_views_for_the_last_30_days": 403508000.0,
+          "lowest_monthly_earnings": 100900.0,
+          "highest_monthly_earnings": 1600000.0,
+          "lowest_yearly_earnings": 1200000.0,
+          "highest_yearly_earnings": 19400000.0,
+          "subscribers_for_last_30_days": 200000.0,
+          "created_year": 2006.0,
+          "created_month": "Aug",
+          "created_date": 30.0,
+          "Gross tertiary education enrollment (%)": 51.3,
+          "Population": 212559417.0,
+          "Unemployment rate": 12.08,
+          "Urban_population": 183241641.0,
+          "Latitude": -14.235004,
+          "Longitude": -51.92528
+        }
+      },
+      {
+        "scenario_id": "058",
+        "features": {
+          "rank": 275,
+          "Youtuber": "Mister Max",
+          "subscribers": 23700000,
+          "video views": 15510153803.0,
+          "category": "People & Blogs",
+          "Title": "Mister Max",
+          "uploads": 1099,
+          "Country": "United Kingdom",
+          "Abbreviation": "GB",
+          "channel_type": "Entertainment",
+          "video_views_rank": 208.0,
+          "country_rank": 11.0,
+          "channel_type_rank": 74.0,
+          "video_views_for_the_last_30_days": 32817000.0,
+          "lowest_monthly_earnings": 8200.0,
+          "highest_monthly_earnings": 131300.0,
+          "lowest_yearly_earnings": 98400.0,
+          "highest_yearly_earnings": 1600000.0,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2014.0,
+          "created_month": "Sep",
+          "created_date": 22.0,
+          "Gross tertiary education enrollment (%)": 60.0,
+          "Population": 66834405.0,
+          "Unemployment rate": 3.85,
+          "Urban_population": 55908316.0,
+          "Latitude": 55.378051,
+          "Longitude": -3.435973
+        }
+      },
+      {
+        "scenario_id": "059",
+        "features": {
+          "rank": 203,
+          "Youtuber": "Gulshan Kalra",
+          "subscribers": 27100000,
+          "video views": 12732444881.0,
+          "category": "Howto & Style",
+          "Title": "Gulshan Kalra",
+          "uploads": 545,
+          "Country": null,
+          "Abbreviation": null,
+          "channel_type": "Howto",
+          "video_views_rank": 296.0,
+          "country_rank": null,
+          "channel_type_rank": 5.0,
+          "video_views_for_the_last_30_days": 502779000.0,
+          "lowest_monthly_earnings": 125700.0,
+          "highest_monthly_earnings": 2000000.0,
+          "lowest_yearly_earnings": 1500000.0,
+          "highest_yearly_earnings": 24100000.0,
+          "subscribers_for_last_30_days": 1300000.0,
+          "created_year": 2018.0,
+          "created_month": "Apr",
+          "created_date": 9.0,
+          "Gross tertiary education enrollment (%)": null,
+          "Population": null,
+          "Unemployment rate": null,
+          "Urban_population": null,
+          "Latitude": null,
+          "Longitude": null
+        }
+      },
+      {
+        "scenario_id": "060",
+        "features": {
+          "rank": 89,
+          "Youtuber": "TheEllenShow",
+          "subscribers": 38200000,
+          "video views": 22756581750.0,
+          "category": "Entertainment",
+          "Title": "TheEllenShow",
+          "uploads": 15672,
+          "Country": "United States",
+          "Abbreviation": "US",
+          "channel_type": "Entertainment",
+          "video_views_rank": 93.0,
+          "country_rank": 26.0,
+          "channel_type_rank": 26.0,
+          "video_views_for_the_last_30_days": 21804000.0,
+          "lowest_monthly_earnings": 5500.0,
+          "highest_monthly_earnings": 87200.0,
+          "lowest_yearly_earnings": 65400.0,
+          "highest_yearly_earnings": 1000000.0,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2006.0,
+          "created_month": "Nov",
+          "created_date": 21.0,
+          "Gross tertiary education enrollment (%)": 88.2,
+          "Population": 328239523.0,
+          "Unemployment rate": 14.7,
+          "Urban_population": 270663028.0,
+          "Latitude": 37.09024,
+          "Longitude": -95.712891
+        }
+      },
+      {
+        "scenario_id": "061",
+        "features": {
+          "rank": 34,
+          "Youtuber": "Aaj Tak",
+          "subscribers": 57600000,
+          "video views": 25307753534.0,
+          "category": "News & Politics",
+          "Title": "Aaj Tak",
+          "uploads": 283775,
+          "Country": "India",
+          "Abbreviation": "IN",
+          "channel_type": "News",
+          "video_views_rank": 71.0,
+          "country_rank": 13.0,
+          "channel_type_rank": 1.0,
+          "video_views_for_the_last_30_days": 461148000.0,
+          "lowest_monthly_earnings": 115300.0,
+          "highest_monthly_earnings": 1800000.0,
+          "lowest_yearly_earnings": 1400000.0,
+          "highest_yearly_earnings": 22100000.0,
+          "subscribers_for_last_30_days": 500000.0,
+          "created_year": 2009.0,
+          "created_month": "Aug",
+          "created_date": 27.0,
+          "Gross tertiary education enrollment (%)": 28.1,
+          "Population": 1366417754.0,
+          "Unemployment rate": 5.36,
+          "Urban_population": 471031528.0,
+          "Latitude": 20.593684,
+          "Longitude": 78.96288
+        }
+      },
+      {
+        "scenario_id": "062",
+        "features": {
+          "rank": 17,
+          "Youtuber": "5-Minute Crafts",
+          "subscribers": 80100000,
+          "video views": 26236790209.0,
+          "category": "Howto & Style",
+          "Title": "5-Minute Crafts 2.0",
+          "uploads": 1,
+          "Country": "United Kingdom",
+          "Abbreviation": "GB",
+          "channel_type": "Entertainment",
+          "video_views_rank": 4057901.0,
+          "country_rank": 4797.0,
+          "channel_type_rank": 6781.0,
+          "video_views_for_the_last_30_days": 1.0,
+          "lowest_monthly_earnings": 0.0,
+          "highest_monthly_earnings": 0.0,
+          "lowest_yearly_earnings": 0.0,
+          "highest_yearly_earnings": 0.05,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2020.0,
+          "created_month": "Jul",
+          "created_date": 27.0,
+          "Gross tertiary education enrollment (%)": 60.0,
+          "Population": 66834405.0,
+          "Unemployment rate": 3.85,
+          "Urban_population": 55908316.0,
+          "Latitude": 55.378051,
+          "Longitude": -3.435973
+        }
+      },
+      {
+        "scenario_id": "063",
+        "features": {
+          "rank": 328,
+          "Youtuber": "Dua Lipa",
+          "subscribers": 21800000,
+          "video views": 11288359365.0,
+          "category": "Music",
+          "Title": "Dua Lipa",
+          "uploads": 164,
+          "Country": "United Kingdom",
+          "Abbreviation": "GB",
+          "channel_type": "Music",
+          "video_views_rank": 368.0,
+          "country_rank": 14.0,
+          "channel_type_rank": 87.0,
+          "video_views_for_the_last_30_days": 128047000.0,
+          "lowest_monthly_earnings": 32000.0,
+          "highest_monthly_earnings": 512200.0,
+          "lowest_yearly_earnings": 384100.0,
+          "highest_yearly_earnings": 6100000.0,
+          "subscribers_for_last_30_days": 100000.0,
+          "created_year": 2011.0,
+          "created_month": "Feb",
+          "created_date": 5.0,
+          "Gross tertiary education enrollment (%)": 60.0,
+          "Population": 66834405.0,
+          "Unemployment rate": 3.85,
+          "Urban_population": 55908316.0,
+          "Latitude": 55.378051,
+          "Longitude": -3.435973
+        }
+      },
+      {
+        "scenario_id": "064",
+        "features": {
+          "rank": 226,
+          "Youtuber": "Nicki Minaj",
+          "subscribers": 25700000,
+          "video views": 10242981063.0,
+          "category": "Music",
+          "Title": "Nicki Minaj",
+          "uploads": 42,
+          "Country": "United States",
+          "Abbreviation": "US",
+          "channel_type": "Music",
+          "video_views_rank": 425.0,
+          "country_rank": 67.0,
+          "channel_type_rank": 67.0,
+          "video_views_for_the_last_30_days": 103631000.0,
+          "lowest_monthly_earnings": 25900.0,
+          "highest_monthly_earnings": 414500.0,
+          "lowest_yearly_earnings": 310900.0,
+          "highest_yearly_earnings": 5000000.0,
+          "subscribers_for_last_30_days": 100000.0,
+          "created_year": 2013.0,
+          "created_month": "Aug",
+          "created_date": 28.0,
+          "Gross tertiary education enrollment (%)": 88.2,
+          "Population": 328239523.0,
+          "Unemployment rate": 14.7,
+          "Urban_population": 270663028.0,
+          "Latitude": 37.09024,
+          "Longitude": -95.712891
+        }
+      },
+      {
+        "scenario_id": "065",
+        "features": {
+          "rank": 293,
+          "Youtuber": "unknown boy varun",
+          "subscribers": 23100000,
+          "video views": 9299371231.0,
+          "category": "Music",
+          "Title": "unknown boy varun",
+          "uploads": 456,
+          "Country": "India",
+          "Abbreviation": "IN",
+          "channel_type": "Music",
+          "video_views_rank": 506.0,
+          "country_rank": 58.0,
+          "channel_type_rank": 80.0,
+          "video_views_for_the_last_30_days": 304021000.0,
+          "lowest_monthly_earnings": 76000.0,
+          "highest_monthly_earnings": 1200000.0,
+          "lowest_yearly_earnings": 912100.0,
+          "highest_yearly_earnings": 14600000.0,
+          "subscribers_for_last_30_days": 700000.0,
+          "created_year": 2016.0,
+          "created_month": "Sep",
+          "created_date": 27.0,
+          "Gross tertiary education enrollment (%)": 28.1,
+          "Population": 1366417754.0,
+          "Unemployment rate": 5.36,
+          "Urban_population": 471031528.0,
+          "Latitude": 20.593684,
+          "Longitude": 78.96288
+        }
+      },
+      {
+        "scenario_id": "067",
+        "features": {
+          "rank": 792,
+          "Youtuber": "Bie The Ska",
+          "subscribers": 14100000,
+          "video views": 4627069704.0,
+          "category": "Entertainment",
+          "Title": "Bie The Ska",
+          "uploads": 1540,
+          "Country": "Thailand",
+          "Abbreviation": "TH",
+          "channel_type": "Entertainment",
+          "video_views_rank": 1531.0,
+          "country_rank": 14.0,
+          "channel_type_rank": 155.0,
+          "video_views_for_the_last_30_days": 12502000.0,
+          "lowest_monthly_earnings": 3100.0,
+          "highest_monthly_earnings": 50000.0,
+          "lowest_yearly_earnings": 37500.0,
+          "highest_yearly_earnings": 600100.0,
+          "subscribers_for_last_30_days": 100000.0,
+          "created_year": 2006.0,
+          "created_month": "Oct",
+          "created_date": 3.0,
+          "Gross tertiary education enrollment (%)": 49.3,
+          "Population": 69625582.0,
+          "Unemployment rate": 0.75,
+          "Urban_population": 35294600.0,
+          "Latitude": 15.870032,
+          "Longitude": 100.992541
+        }
+      },
+      {
+        "scenario_id": "068",
+        "features": {
+          "rank": 696,
+          "Youtuber": "ERB",
+          "subscribers": 14900000,
+          "video views": 4033400167.0,
+          "category": "Entertainment",
+          "Title": "ERB",
+          "uploads": 86,
+          "Country": "United States",
+          "Abbreviation": "US",
+          "channel_type": "Entertainment",
+          "video_views_rank": 1886.0,
+          "country_rank": 152.0,
+          "channel_type_rank": 147.0,
+          "video_views_for_the_last_30_days": 11043000.0,
+          "lowest_monthly_earnings": 2800.0,
+          "highest_monthly_earnings": 44200.0,
+          "lowest_yearly_earnings": 33100.0,
+          "highest_yearly_earnings": 530100.0,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2006.0,
+          "created_month": "Feb",
+          "created_date": 8.0,
+          "Gross tertiary education enrollment (%)": 88.2,
+          "Population": 328239523.0,
+          "Unemployment rate": 14.7,
+          "Urban_population": 270663028.0,
+          "Latitude": 37.09024,
+          "Longitude": -95.712891
+        }
+      },
+      {
+        "scenario_id": "069",
+        "features": {
+          "rank": 204,
+          "Youtuber": "Brent Rivera",
+          "subscribers": 27000000,
+          "video views": 6570935979.0,
+          "category": "Comedy",
+          "Title": "Brent Rivera",
+          "uploads": 554,
+          "Country": "United States",
+          "Abbreviation": "US",
+          "channel_type": "Entertainment",
+          "video_views_rank": 909.0,
+          "country_rank": 60.0,
+          "channel_type_rank": 53.0,
+          "video_views_for_the_last_30_days": 144453000.0,
+          "lowest_monthly_earnings": 36100.0,
+          "highest_monthly_earnings": 577800.0,
+          "lowest_yearly_earnings": 433400.0,
+          "highest_yearly_earnings": 6900000.0,
+          "subscribers_for_last_30_days": 300000.0,
+          "created_year": 2009.0,
+          "created_month": "Aug",
+          "created_date": 1.0,
+          "Gross tertiary education enrollment (%)": 88.2,
+          "Population": 328239523.0,
+          "Unemployment rate": 14.7,
+          "Urban_population": 270663028.0,
+          "Latitude": 37.09024,
+          "Longitude": -95.712891
+        }
+      },
+      {
+        "scenario_id": "070",
+        "features": {
+          "rank": 910,
+          "Youtuber": "7 Minutoz",
+          "subscribers": 13000000,
+          "video views": 4349562794.0,
+          "category": "Music",
+          "Title": "7 Minutoz",
+          "uploads": 521,
+          "Country": "Brazil",
+          "Abbreviation": "BR",
+          "channel_type": "Music",
+          "video_views_rank": 1692.0,
+          "country_rank": 51.0,
+          "channel_type_rank": 144.0,
+          "video_views_for_the_last_30_days": 29526000.0,
+          "lowest_monthly_earnings": 7400.0,
+          "highest_monthly_earnings": 118100.0,
+          "lowest_yearly_earnings": 88600.0,
+          "highest_yearly_earnings": 1400000.0,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2012.0,
+          "created_month": "Jun",
+          "created_date": 4.0,
+          "Gross tertiary education enrollment (%)": 51.3,
+          "Population": 212559417.0,
+          "Unemployment rate": 12.08,
+          "Urban_population": 183241641.0,
+          "Latitude": -14.235004,
+          "Longitude": -51.92528
+        }
+      },
+      {
+        "scenario_id": "071",
+        "features": {
+          "rank": 421,
+          "Youtuber": "DLS News",
+          "subscribers": 19400000,
+          "video views": 2255542592.0,
+          "category": "News & Politics",
+          "Title": "DLS News",
+          "uploads": 4750,
+          "Country": "India",
+          "Abbreviation": "IN",
+          "channel_type": "News",
+          "video_views_rank": 4178.0,
+          "country_rank": 74.0,
+          "channel_type_rank": 8.0,
+          "video_views_for_the_last_30_days": 32111000.0,
+          "lowest_monthly_earnings": 8000.0,
+          "highest_monthly_earnings": 128400.0,
+          "lowest_yearly_earnings": 96300.0,
+          "highest_yearly_earnings": 1500000.0,
+          "subscribers_for_last_30_days": 100000.0,
+          "created_year": 2017.0,
+          "created_month": "Jul",
+          "created_date": 5.0,
+          "Gross tertiary education enrollment (%)": 28.1,
+          "Population": 1366417754.0,
+          "Unemployment rate": 5.36,
+          "Urban_population": 471031528.0,
+          "Latitude": 20.593684,
+          "Longitude": 78.96288
+        }
+      },
+      {
+        "scenario_id": "072",
+        "features": {
+          "rank": 804,
+          "Youtuber": "karameeshchannel",
+          "subscribers": 13900000,
+          "video views": 9106781518.0,
+          "category": "Entertainment",
+          "Title": "karameeshchannel",
+          "uploads": 2254,
+          "Country": "Jordan",
+          "Abbreviation": "JO",
+          "channel_type": "Music",
+          "video_views_rank": 526.0,
+          "country_rank": 3.0,
+          "channel_type_rank": 137.0,
+          "video_views_for_the_last_30_days": 87639000.0,
+          "lowest_monthly_earnings": 21900.0,
+          "highest_monthly_earnings": 350600.0,
+          "lowest_yearly_earnings": 262900.0,
+          "highest_yearly_earnings": 4200000.0,
+          "subscribers_for_last_30_days": 100000.0,
+          "created_year": 2012.0,
+          "created_month": "Jan",
+          "created_date": 18.0,
+          "Gross tertiary education enrollment (%)": 34.4,
+          "Population": 10101694.0,
+          "Unemployment rate": 14.72,
+          "Urban_population": 9213048.0,
+          "Latitude": 30.585164,
+          "Longitude": 36.238414
+        }
+      },
+      {
+        "scenario_id": "073",
+        "features": {
+          "rank": 663,
+          "Youtuber": "Daftar Populer",
+          "subscribers": 15100000,
+          "video views": 2143140898.0,
+          "category": "Education",
+          "Title": "Daftar Populer",
+          "uploads": 3810,
+          "Country": "Indonesia",
+          "Abbreviation": "ID",
+          "channel_type": "Entertainment",
+          "video_views_rank": 4520.0,
+          "country_rank": 24.0,
+          "channel_type_rank": 144.0,
+          "video_views_for_the_last_30_days": 17231000.0,
+          "lowest_monthly_earnings": 4300.0,
+          "highest_monthly_earnings": 68900.0,
+          "lowest_yearly_earnings": 51700.0,
+          "highest_yearly_earnings": 827100.0,
+          "subscribers_for_last_30_days": 100000.0,
+          "created_year": 2017.0,
+          "created_month": "Jan",
+          "created_date": 16.0,
+          "Gross tertiary education enrollment (%)": 36.3,
+          "Population": 270203917.0,
+          "Unemployment rate": 4.69,
+          "Urban_population": 151509724.0,
+          "Latitude": -0.789275,
+          "Longitude": 113.921327
+        }
+      },
+      {
+        "scenario_id": "074",
+        "features": {
+          "rank": 602,
+          "Youtuber": "sagar kalra (Shorts)",
+          "subscribers": 16000000,
+          "video views": 6543629679.0,
+          "category": "People & Blogs",
+          "Title": "sagar kalra (Shorts)",
+          "uploads": 453,
+          "Country": null,
+          "Abbreviation": null,
+          "channel_type": "People",
+          "video_views_rank": 921.0,
+          "country_rank": null,
+          "channel_type_rank": 39.0,
+          "video_views_for_the_last_30_days": 74062000.0,
+          "lowest_monthly_earnings": 18500.0,
+          "highest_monthly_earnings": 296200.0,
+          "lowest_yearly_earnings": 222200.0,
+          "highest_yearly_earnings": 3600000.0,
+          "subscribers_for_last_30_days": 200000.0,
+          "created_year": 2017.0,
+          "created_month": "Jun",
+          "created_date": 30.0,
+          "Gross tertiary education enrollment (%)": null,
+          "Population": null,
+          "Unemployment rate": null,
+          "Urban_population": null,
+          "Latitude": null,
+          "Longitude": null
+        }
+      },
+      {
+        "scenario_id": "075",
+        "features": {
+          "rank": 616,
+          "Youtuber": "Arif muhammad",
+          "subscribers": 15800000,
+          "video views": 4122634467.0,
+          "category": "People & Blogs",
+          "Title": "Arif muhammad",
+          "uploads": 542,
+          "Country": "Indonesia",
+          "Abbreviation": "ID",
+          "channel_type": "Comedy",
+          "video_views_rank": 1816.0,
+          "country_rank": 22.0,
+          "channel_type_rank": 26.0,
+          "video_views_for_the_last_30_days": 71870000.0,
+          "lowest_monthly_earnings": 18000.0,
+          "highest_monthly_earnings": 287500.0,
+          "lowest_yearly_earnings": 215600.0,
+          "highest_yearly_earnings": 3400000.0,
+          "subscribers_for_last_30_days": 100000.0,
+          "created_year": 2017.0,
+          "created_month": "Jan",
+          "created_date": 18.0,
+          "Gross tertiary education enrollment (%)": 36.3,
+          "Population": 270203917.0,
+          "Unemployment rate": 4.69,
+          "Urban_population": 151509724.0,
+          "Latitude": -0.789275,
+          "Longitude": 113.921327
+        }
+      },
+      {
+        "scenario_id": "076",
+        "features": {
+          "rank": 775,
+          "Youtuber": "TommyInnit",
+          "subscribers": 14200000,
+          "video views": 2084791147.0,
+          "category": "Gaming",
+          "Title": "TommyInnit",
+          "uploads": 342,
+          "Country": "United Kingdom",
+          "Abbreviation": "GB",
+          "channel_type": "Games",
+          "video_views_rank": 4696.0,
+          "country_rank": 27.0,
+          "channel_type_rank": 55.0,
+          "video_views_for_the_last_30_days": 54291000.0,
+          "lowest_monthly_earnings": 13600.0,
+          "highest_monthly_earnings": 217200.0,
+          "lowest_yearly_earnings": 162900.0,
+          "highest_yearly_earnings": 2600000.0,
+          "subscribers_for_last_30_days": 200000.0,
+          "created_year": 2015.0,
+          "created_month": "Dec",
+          "created_date": 24.0,
+          "Gross tertiary education enrollment (%)": 60.0,
+          "Population": 66834405.0,
+          "Unemployment rate": 3.85,
+          "Urban_population": 55908316.0,
+          "Latitude": 55.378051,
+          "Longitude": -3.435973
+        }
+      },
+      {
+        "scenario_id": "077",
+        "features": {
+          "rank": 311,
+          "Youtuber": "LeoNata Family",
+          "subscribers": 22600000,
+          "video views": 27084848152.0,
+          "category": "People & Blogs",
+          "Title": "LeoNata Family",
+          "uploads": 2321,
+          "Country": "United States",
+          "Abbreviation": "US",
+          "channel_type": "People",
+          "video_views_rank": 57.0,
+          "country_rank": 87.0,
+          "channel_type_rank": 11.0,
+          "video_views_for_the_last_30_days": 1174000000.0,
+          "lowest_monthly_earnings": 293500.0,
+          "highest_monthly_earnings": 4700000.0,
+          "lowest_yearly_earnings": 3500000.0,
+          "highest_yearly_earnings": 56300000.0,
+          "subscribers_for_last_30_days": 1300000.0,
+          "created_year": 2021.0,
+          "created_month": "Sep",
+          "created_date": 28.0,
+          "Gross tertiary education enrollment (%)": 88.2,
+          "Population": 328239523.0,
+          "Unemployment rate": 14.7,
+          "Urban_population": 270663028.0,
+          "Latitude": 37.09024,
+          "Longitude": -95.712891
+        }
+      },
+      {
+        "scenario_id": "078",
+        "features": {
+          "rank": 440,
+          "Youtuber": "HiMan",
+          "subscribers": 18900000,
+          "video views": 2855519150.0,
+          "category": "People & Blogs",
+          "Title": "HiMan",
+          "uploads": 375,
+          "Country": "Russia",
+          "Abbreviation": "RU",
+          "channel_type": "Entertainment",
+          "video_views_rank": 3094.0,
+          "country_rank": 4.0,
+          "channel_type_rank": 112.0,
+          "video_views_for_the_last_30_days": 24563000.0,
+          "lowest_monthly_earnings": 6100.0,
+          "highest_monthly_earnings": 98300.0,
+          "lowest_yearly_earnings": 73700.0,
+          "highest_yearly_earnings": 1200000.0,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2014.0,
+          "created_month": "Oct",
+          "created_date": 16.0,
+          "Gross tertiary education enrollment (%)": 81.9,
+          "Population": 144373535.0,
+          "Unemployment rate": 4.59,
+          "Urban_population": 107683889.0,
+          "Latitude": 61.52401,
+          "Longitude": 105.318756
+        }
+      },
+      {
+        "scenario_id": "079",
+        "features": {
+          "rank": 423,
+          "Youtuber": "etvteluguindia",
+          "subscribers": 19400000,
+          "video views": 23038014291.0,
+          "category": "Entertainment",
+          "Title": "etvteluguindia",
+          "uploads": 125974,
+          "Country": "India",
+          "Abbreviation": "IN",
+          "channel_type": "Entertainment",
+          "video_views_rank": 88.0,
+          "country_rank": 75.0,
+          "channel_type_rank": 109.0,
+          "video_views_for_the_last_30_days": 272917000.0,
+          "lowest_monthly_earnings": 68200.0,
+          "highest_monthly_earnings": 1100000.0,
+          "lowest_yearly_earnings": 818800.0,
+          "highest_yearly_earnings": 13100000.0,
+          "subscribers_for_last_30_days": 200000.0,
+          "created_year": 2010.0,
+          "created_month": "Mar",
+          "created_date": 15.0,
+          "Gross tertiary education enrollment (%)": 28.1,
+          "Population": 1366417754.0,
+          "Unemployment rate": 5.36,
+          "Urban_population": 471031528.0,
+          "Latitude": 20.593684,
+          "Longitude": 78.96288
+        }
+      },
+      {
+        "scenario_id": "080",
+        "features": {
+          "rank": 397,
+          "Youtuber": "7clouds",
+          "subscribers": 20100000,
+          "video views": 14816075927.0,
+          "category": "Music",
+          "Title": "7clouds",
+          "uploads": 2384,
+          "Country": "United States",
+          "Abbreviation": "US",
+          "channel_type": "Music",
+          "video_views_rank": 227.0,
+          "country_rank": 108.0,
+          "channel_type_rank": 95.0,
+          "video_views_for_the_last_30_days": 276751000.0,
+          "lowest_monthly_earnings": 69200.0,
+          "highest_monthly_earnings": 1100000.0,
+          "lowest_yearly_earnings": 830300.0,
+          "highest_yearly_earnings": 13300000.0,
+          "subscribers_for_last_30_days": 300000.0,
+          "created_year": 2013.0,
+          "created_month": "May",
+          "created_date": 25.0,
+          "Gross tertiary education enrollment (%)": 88.2,
+          "Population": 328239523.0,
+          "Unemployment rate": 14.7,
+          "Urban_population": 270663028.0,
+          "Latitude": 37.09024,
+          "Longitude": -95.712891
+        }
+      },
+      {
+        "scenario_id": "081",
+        "features": {
+          "rank": 604,
+          "Youtuber": "Antrax",
+          "subscribers": 16000000,
+          "video views": 3029872908.0,
+          "category": "Gaming",
+          "Title": "Antrax",
+          "uploads": 687,
+          "Country": "Mexico",
+          "Abbreviation": "MX",
+          "channel_type": "Games",
+          "video_views_rank": 2844.0,
+          "country_rank": 23.0,
+          "channel_type_rank": 42.0,
+          "video_views_for_the_last_30_days": 4698000.0,
+          "lowest_monthly_earnings": 1200.0,
+          "highest_monthly_earnings": 18800.0,
+          "lowest_yearly_earnings": 14100.0,
+          "highest_yearly_earnings": 225500.0,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2015.0,
+          "created_month": "May",
+          "created_date": 25.0,
+          "Gross tertiary education enrollment (%)": 40.2,
+          "Population": 126014024.0,
+          "Unemployment rate": 3.42,
+          "Urban_population": 102626859.0,
+          "Latitude": 23.634501,
+          "Longitude": -102.552784
+        }
+      },
+      {
+        "scenario_id": "082",
+        "features": {
+          "rank": 380,
+          "Youtuber": "SlivkiShow",
+          "subscribers": 20400000,
+          "video views": 4707412332.0,
+          "category": "Entertainment",
+          "Title": "SlivkiShow",
+          "uploads": 462,
+          "Country": "Ukraine",
+          "Abbreviation": "UA",
+          "channel_type": "Entertainment",
+          "video_views_rank": 1489.0,
+          "country_rank": 1.0,
+          "channel_type_rank": 100.0,
+          "video_views_for_the_last_30_days": 28990000.0,
+          "lowest_monthly_earnings": 7200.0,
+          "highest_monthly_earnings": 116000.0,
+          "lowest_yearly_earnings": 87000.0,
+          "highest_yearly_earnings": 1400000.0,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2012.0,
+          "created_month": "Dec",
+          "created_date": 11.0,
+          "Gross tertiary education enrollment (%)": 82.7,
+          "Population": 44385155.0,
+          "Unemployment rate": 8.88,
+          "Urban_population": 30835699.0,
+          "Latitude": 48.379433,
+          "Longitude": 31.16558
+        }
+      },
+      {
+        "scenario_id": "083",
+        "features": {
+          "rank": 332,
+          "Youtuber": "Sourav Joshi Vlogs",
+          "subscribers": 21700000,
+          "video views": 9392093496.0,
+          "category": "People & Blogs",
+          "Title": "Sourav Joshi Vlogs",
+          "uploads": 1390,
+          "Country": null,
+          "Abbreviation": null,
+          "channel_type": "People",
+          "video_views_rank": 498.0,
+          "country_rank": null,
+          "channel_type_rank": 13.0,
+          "video_views_for_the_last_30_days": 265336000.0,
+          "lowest_monthly_earnings": 66300.0,
+          "highest_monthly_earnings": 1100000.0,
+          "lowest_yearly_earnings": 796000.0,
+          "highest_yearly_earnings": 12700000.0,
+          "subscribers_for_last_30_days": 400000.0,
+          "created_year": 2019.0,
+          "created_month": "Feb",
+          "created_date": 19.0,
+          "Gross tertiary education enrollment (%)": null,
+          "Population": null,
+          "Unemployment rate": null,
+          "Urban_population": null,
+          "Latitude": null,
+          "Longitude": null
+        }
+      },
+      {
+        "scenario_id": "084",
+        "features": {
+          "rank": 426,
+          "Youtuber": "Vsauce",
+          "subscribers": 19300000,
+          "video views": 2897907132.0,
+          "category": "Science & Technology",
+          "Title": "Vsauce",
+          "uploads": 462,
+          "Country": null,
+          "Abbreviation": null,
+          "channel_type": "Entertainment",
+          "video_views_rank": 3024.0,
+          "country_rank": null,
+          "channel_type_rank": 110.0,
+          "video_views_for_the_last_30_days": 69614000.0,
+          "lowest_monthly_earnings": 17400.0,
+          "highest_monthly_earnings": 278500.0,
+          "lowest_yearly_earnings": 208800.0,
+          "highest_yearly_earnings": 3300000.0,
+          "subscribers_for_last_30_days": 100000.0,
+          "created_year": 2007.0,
+          "created_month": "Jul",
+          "created_date": 30.0,
+          "Gross tertiary education enrollment (%)": null,
+          "Population": null,
+          "Unemployment rate": null,
+          "Urban_population": null,
+          "Latitude": null,
+          "Longitude": null
+        }
+      },
+      {
+        "scenario_id": "085",
+        "features": {
+          "rank": 537,
+          "Youtuber": "Pop Chartbusters",
+          "subscribers": 16900000,
+          "video views": 8684010451.0,
+          "category": "Music",
+          "Title": "Pop Chartbusters",
+          "uploads": 2235,
+          "Country": "India",
+          "Abbreviation": "IN",
+          "channel_type": "Music",
+          "video_views_rank": 574.0,
+          "country_rank": 90.0,
+          "channel_type_rank": 113.0,
+          "video_views_for_the_last_30_days": 72911000.0,
+          "lowest_monthly_earnings": 18200.0,
+          "highest_monthly_earnings": 291600.0,
+          "lowest_yearly_earnings": 218700.0,
+          "highest_yearly_earnings": 3500000.0,
+          "subscribers_for_last_30_days": 200000.0,
+          "created_year": 2011.0,
+          "created_month": "Aug",
+          "created_date": 26.0,
+          "Gross tertiary education enrollment (%)": 28.1,
+          "Population": 1366417754.0,
+          "Unemployment rate": 5.36,
+          "Urban_population": 471031528.0,
+          "Latitude": 20.593684,
+          "Longitude": 78.96288
+        }
+      },
+      {
+        "scenario_id": "086",
+        "features": {
+          "rank": 727,
+          "Youtuber": "Auron",
+          "subscribers": 14600000,
+          "video views": 3337074920.0,
+          "category": "People & Blogs",
+          "Title": "Auron",
+          "uploads": 961,
+          "Country": "Spain",
+          "Abbreviation": "ES",
+          "channel_type": "Games",
+          "video_views_rank": 2455.0,
+          "country_rank": 14.0,
+          "channel_type_rank": 51.0,
+          "video_views_for_the_last_30_days": 60568000.0,
+          "lowest_monthly_earnings": 15100.0,
+          "highest_monthly_earnings": 242300.0,
+          "lowest_yearly_earnings": 181700.0,
+          "highest_yearly_earnings": 2900000.0,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2013.0,
+          "created_month": "Dec",
+          "created_date": 12.0,
+          "Gross tertiary education enrollment (%)": 88.9,
+          "Population": 47076781.0,
+          "Unemployment rate": 13.96,
+          "Urban_population": 37927409.0,
+          "Latitude": 40.463667,
+          "Longitude": -3.74922
+        }
+      },
+      {
+        "scenario_id": "088",
+        "features": {
+          "rank": 553,
+          "Youtuber": "Tu COSMOPOLIS",
+          "subscribers": 16700000,
+          "video views": 5089284369.0,
+          "category": "People & Blogs",
+          "Title": "Tu COSMOPOLIS",
+          "uploads": 8741,
+          "Country": "Mexico",
+          "Abbreviation": "MX",
+          "channel_type": "People",
+          "video_views_rank": 1337.0,
+          "country_rank": 19.0,
+          "channel_type_rank": 35.0,
+          "video_views_for_the_last_30_days": 16139000.0,
+          "lowest_monthly_earnings": 4000.0,
+          "highest_monthly_earnings": 64600.0,
+          "lowest_yearly_earnings": 48400.0,
+          "highest_yearly_earnings": 774700.0,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2014.0,
+          "created_month": "Aug",
+          "created_date": 28.0,
+          "Gross tertiary education enrollment (%)": 40.2,
+          "Population": 126014024.0,
+          "Unemployment rate": 3.42,
+          "Urban_population": 102626859.0,
+          "Latitude": 23.634501,
+          "Longitude": -102.552784
+        }
+      },
+      {
+        "scenario_id": "089",
+        "features": {
+          "rank": 853,
+          "Youtuber": "Vibhu 96",
+          "subscribers": 13400000,
+          "video views": 20563378.0,
+          "category": null,
+          "Title": "Vibhu 96",
+          "uploads": 256,
+          "Country": "India",
+          "Abbreviation": "IN",
+          "channel_type": "Education",
+          "video_views_rank": 342460.0,
+          "country_rank": 114.0,
+          "channel_type_rank": 40.0,
+          "video_views_for_the_last_30_days": 20264000.0,
+          "lowest_monthly_earnings": 5100.0,
+          "highest_monthly_earnings": 81100.0,
+          "lowest_yearly_earnings": 60800.0,
+          "highest_yearly_earnings": 972700.0,
+          "subscribers_for_last_30_days": 300000.0,
+          "created_year": 2022.0,
+          "created_month": "Jun",
+          "created_date": 5.0,
+          "Gross tertiary education enrollment (%)": 28.1,
+          "Population": 1366417754.0,
+          "Unemployment rate": 5.36,
+          "Urban_population": 471031528.0,
+          "Latitude": 20.593684,
+          "Longitude": 78.96288
+        }
+      },
+      {
+        "scenario_id": "090",
+        "features": {
+          "rank": 403,
+          "Youtuber": "Gordon Ramsay",
+          "subscribers": 20000000,
+          "video views": 3875172235.0,
+          "category": "Entertainment",
+          "Title": "Gordon Ramsay",
+          "uploads": 1527,
+          "Country": "United Kingdom",
+          "Abbreviation": "GB",
+          "channel_type": "Entertainment",
+          "video_views_rank": 2001.0,
+          "country_rank": 16.0,
+          "channel_type_rank": 104.0,
+          "video_views_for_the_last_30_days": 39228000.0,
+          "lowest_monthly_earnings": 9800.0,
+          "highest_monthly_earnings": 156900.0,
+          "lowest_yearly_earnings": 117700.0,
+          "highest_yearly_earnings": 1900000.0,
+          "subscribers_for_last_30_days": 200000.0,
+          "created_year": 2006.0,
+          "created_month": "Apr",
+          "created_date": 29.0,
+          "Gross tertiary education enrollment (%)": 60.0,
+          "Population": 66834405.0,
+          "Unemployment rate": 3.85,
+          "Urban_population": 55908316.0,
+          "Latitude": 55.378051,
+          "Longitude": -3.435973
+        }
+      },
+      {
+        "scenario_id": "091",
+        "features": {
+          "rank": 453,
+          "Youtuber": "Smile Family Spanish",
+          "subscribers": 18600000,
+          "video views": 7008250496.0,
+          "category": null,
+          "Title": "Smile Family Spanish",
+          "uploads": 457,
+          "Country": "United States",
+          "Abbreviation": "US",
+          "channel_type": "Entertainment",
+          "video_views_rank": 830.0,
+          "country_rank": 118.0,
+          "channel_type_rank": 115.0,
+          "video_views_for_the_last_30_days": 43396000.0,
+          "lowest_monthly_earnings": 10800.0,
+          "highest_monthly_earnings": 173600.0,
+          "lowest_yearly_earnings": 130200.0,
+          "highest_yearly_earnings": 2100000.0,
+          "subscribers_for_last_30_days": 200000.0,
+          "created_year": 2019.0,
+          "created_month": "Jun",
+          "created_date": 19.0,
+          "Gross tertiary education enrollment (%)": 88.2,
+          "Population": 328239523.0,
+          "Unemployment rate": 14.7,
+          "Urban_population": 270663028.0,
+          "Latitude": 37.09024,
+          "Longitude": -95.712891
+        }
+      },
+      {
+        "scenario_id": "092",
+        "features": {
+          "rank": 47,
+          "Youtuber": "Get Movies",
+          "subscribers": 47500000,
+          "video views": 30788679536.0,
+          "category": "Entertainment",
+          "Title": "Get Movies",
+          "uploads": 3322,
+          "Country": "Russia",
+          "Abbreviation": "RU",
+          "channel_type": "Film",
+          "video_views_rank": 35.0,
+          "country_rank": 1.0,
+          "channel_type_rank": 4.0,
+          "video_views_for_the_last_30_days": 306540000.0,
+          "lowest_monthly_earnings": 76600.0,
+          "highest_monthly_earnings": 1200000.0,
+          "lowest_yearly_earnings": 919600.0,
+          "highest_yearly_earnings": 14700000.0,
+          "subscribers_for_last_30_days": 700000.0,
+          "created_year": 2006.0,
+          "created_month": "Dec",
+          "created_date": 16.0,
+          "Gross tertiary education enrollment (%)": 81.9,
+          "Population": 144373535.0,
+          "Unemployment rate": 4.59,
+          "Urban_population": 107683889.0,
+          "Latitude": 61.52401,
+          "Longitude": 105.318756
+        }
+      },
+      {
+        "scenario_id": "093",
+        "features": {
+          "rank": 337,
+          "Youtuber": "Tekashi 6ix9ine",
+          "subscribers": 21500000,
+          "video views": 5890180734.0,
+          "category": "People & Blogs",
+          "Title": "Tekashi 6ix9ine",
+          "uploads": 51,
+          "Country": "United States",
+          "Abbreviation": "US",
+          "channel_type": "Music",
+          "video_views_rank": 1081.0,
+          "country_rank": 96.0,
+          "channel_type_rank": 88.0,
+          "video_views_for_the_last_30_days": 113542000.0,
+          "lowest_monthly_earnings": 28400.0,
+          "highest_monthly_earnings": 454200.0,
+          "lowest_yearly_earnings": 340600.0,
+          "highest_yearly_earnings": 5400000.0,
+          "subscribers_for_last_30_days": 200000.0,
+          "created_year": 2018.0,
+          "created_month": "Apr",
+          "created_date": 6.0,
+          "Gross tertiary education enrollment (%)": 88.2,
+          "Population": 328239523.0,
+          "Unemployment rate": 14.7,
+          "Urban_population": 270663028.0,
+          "Latitude": 37.09024,
+          "Longitude": -95.712891
+        }
+      },
+      {
+        "scenario_id": "094",
+        "features": {
+          "rank": 786,
+          "Youtuber": "Trap City",
+          "subscribers": 14100000,
+          "video views": 5129529846.0,
+          "category": "Music",
+          "Title": "TrapCity",
+          "uploads": 3,
+          "Country": "Australia",
+          "Abbreviation": "AU",
+          "channel_type": "People",
+          "video_views_rank": 4032620.0,
+          "country_rank": 3671.0,
+          "channel_type_rank": 7629.0,
+          "video_views_for_the_last_30_days": 147.0,
+          "lowest_monthly_earnings": 0.04,
+          "highest_monthly_earnings": 0.59,
+          "lowest_yearly_earnings": 0.44,
+          "highest_yearly_earnings": 7.0,
+          "subscribers_for_last_30_days": 1.0,
+          "created_year": 2015.0,
+          "created_month": "Nov",
+          "created_date": 4.0,
+          "Gross tertiary education enrollment (%)": 113.1,
+          "Population": 25766605.0,
+          "Unemployment rate": 5.27,
+          "Urban_population": 21844756.0,
+          "Latitude": -25.274398,
+          "Longitude": 133.775136
+        }
+      },
+      {
+        "scenario_id": "095",
+        "features": {
+          "rank": 994,
+          "Youtuber": "RobTopGames",
+          "subscribers": 12300000,
+          "video views": 374123483.0,
+          "category": "Gaming",
+          "Title": "RobTopGames",
+          "uploads": 39,
+          "Country": "Sweden",
+          "Abbreviation": "SE",
+          "channel_type": "Games",
+          "video_views_rank": 35112.0,
+          "country_rank": 4.0,
+          "channel_type_rank": 69.0,
+          "video_views_for_the_last_30_days": 3871000.0,
+          "lowest_monthly_earnings": 968.0,
+          "highest_monthly_earnings": 15500.0,
+          "lowest_yearly_earnings": 11600.0,
+          "highest_yearly_earnings": 185800.0,
+          "subscribers_for_last_30_days": 100000.0,
+          "created_year": 2012.0,
+          "created_month": "May",
+          "created_date": 9.0,
+          "Gross tertiary education enrollment (%)": 67.0,
+          "Population": 10285453.0,
+          "Unemployment rate": 6.48,
+          "Urban_population": 9021165.0,
+          "Latitude": 60.128161,
+          "Longitude": 18.643501
+        }
+      },
+      {
+        "scenario_id": "096",
+        "features": {
+          "rank": 309,
+          "Youtuber": "mmoshaya",
+          "subscribers": 22600000,
+          "video views": 17507060680.0,
+          "category": "People & Blogs",
+          "Title": "mmoshaya",
+          "uploads": 1189,
+          "Country": "Saudi Arabia",
+          "Abbreviation": "SA",
+          "channel_type": "Entertainment",
+          "video_views_rank": 156.0,
+          "country_rank": 1.0,
+          "channel_type_rank": 83.0,
+          "video_views_for_the_last_30_days": 73829000.0,
+          "lowest_monthly_earnings": 18500.0,
+          "highest_monthly_earnings": 295300.0,
+          "lowest_yearly_earnings": 221500.0,
+          "highest_yearly_earnings": 3500000.0,
+          "subscribers_for_last_30_days": 100000.0,
+          "created_year": 2010.0,
+          "created_month": "Dec",
+          "created_date": 11.0,
+          "Gross tertiary education enrollment (%)": 68.0,
+          "Population": 34268528.0,
+          "Unemployment rate": 5.93,
+          "Urban_population": 28807838.0,
+          "Latitude": 23.885942,
+          "Longitude": 45.079162
+        }
+      },
+      {
+        "scenario_id": "097",
+        "features": {
+          "rank": 480,
+          "Youtuber": "And TV",
+          "subscribers": 18000000,
+          "video views": 15412333005.0,
+          "category": "Entertainment",
+          "Title": "ANDtv",
+          "uploads": 45,
+          "Country": "United States",
+          "Abbreviation": "US",
+          "channel_type": "Entertainment",
+          "video_views_rank": 4012108.0,
+          "country_rank": 7627.0,
+          "channel_type_rank": 6667.0,
+          "video_views_for_the_last_30_days": 4.0,
+          "lowest_monthly_earnings": 0.0,
+          "highest_monthly_earnings": 0.02,
+          "lowest_yearly_earnings": 0.01,
+          "highest_yearly_earnings": 0.19,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2006.0,
+          "created_month": "Aug",
+          "created_date": 4.0,
+          "Gross tertiary education enrollment (%)": 88.2,
+          "Population": 328239523.0,
+          "Unemployment rate": 14.7,
+          "Urban_population": 270663028.0,
+          "Latitude": 37.09024,
+          "Longitude": -95.712891
+        }
+      },
+      {
+        "scenario_id": "098",
+        "features": {
+          "rank": 678,
+          "Youtuber": "Chetan Monga Vlogs",
+          "subscribers": 15000000,
+          "video views": 9924103188.0,
+          "category": "People & Blogs",
+          "Title": "Chetan Monga Vlogs",
+          "uploads": 899,
+          "Country": "India",
+          "Abbreviation": "IN",
+          "channel_type": "People",
+          "video_views_rank": 457.0,
+          "country_rank": 104.0,
+          "channel_type_rank": 45.0,
+          "video_views_for_the_last_30_days": 113572000.0,
+          "lowest_monthly_earnings": 28400.0,
+          "highest_monthly_earnings": 454300.0,
+          "lowest_yearly_earnings": 340700.0,
+          "highest_yearly_earnings": 5500000.0,
+          "subscribers_for_last_30_days": 400000.0,
+          "created_year": 2014.0,
+          "created_month": "Aug",
+          "created_date": 17.0,
+          "Gross tertiary education enrollment (%)": 28.1,
+          "Population": 1366417754.0,
+          "Unemployment rate": 5.36,
+          "Urban_population": 471031528.0,
+          "Latitude": 20.593684,
+          "Longitude": 78.96288
+        }
+      },
+      {
+        "scenario_id": "100",
+        "features": {
+          "rank": 394,
+          "Youtuber": "AuthenticGames",
+          "subscribers": 20100000,
+          "video views": 8920141342.0,
+          "category": "Gaming",
+          "Title": "AuthenticGames",
+          "uploads": 4974,
+          "Country": "Brazil",
+          "Abbreviation": "BR",
+          "channel_type": "Games",
+          "video_views_rank": 549.0,
+          "country_rank": 20.0,
+          "channel_type_rank": 28.0,
+          "video_views_for_the_last_30_days": 5420000.0,
+          "lowest_monthly_earnings": 1400.0,
+          "highest_monthly_earnings": 21700.0,
+          "lowest_yearly_earnings": 16300.0,
+          "highest_yearly_earnings": 260200.0,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2011.0,
+          "created_month": "Oct",
+          "created_date": 7.0,
+          "Gross tertiary education enrollment (%)": 51.3,
+          "Population": 212559417.0,
+          "Unemployment rate": 12.08,
+          "Urban_population": 183241641.0,
+          "Latitude": -14.235004,
+          "Longitude": -51.92528
+        }
+      },
+      {
+        "scenario_id": "101",
+        "features": {
+          "rank": 938,
+          "Youtuber": "YoungBoy Never Broke Again",
+          "subscribers": 12700000,
+          "video views": 13174393401.0,
+          "category": "Entertainment",
+          "Title": "YoungBoy Never Broke Again",
+          "uploads": 142,
+          "Country": "United States",
+          "Abbreviation": "US",
+          "channel_type": "Music",
+          "video_views_rank": 279.0,
+          "country_rank": 173.0,
+          "channel_type_rank": 147.0,
+          "video_views_for_the_last_30_days": 169968000.0,
+          "lowest_monthly_earnings": 42500.0,
+          "highest_monthly_earnings": 679900.0,
+          "lowest_yearly_earnings": 509900.0,
+          "highest_yearly_earnings": 8200000.0,
+          "subscribers_for_last_30_days": 100000.0,
+          "created_year": 2015.0,
+          "created_month": "Jan",
+          "created_date": 4.0,
+          "Gross tertiary education enrollment (%)": 88.2,
+          "Population": 328239523.0,
+          "Unemployment rate": 14.7,
+          "Urban_population": 270663028.0,
+          "Latitude": 37.09024,
+          "Longitude": -95.712891
+        }
+      },
+      {
+        "scenario_id": "102",
+        "features": {
+          "rank": 739,
+          "Youtuber": "Lotus Music",
+          "subscribers": 14500000,
+          "video views": 1739129375.0,
+          "category": null,
+          "Title": "Lotus Music",
+          "uploads": 514,
+          "Country": "India",
+          "Abbreviation": "IN",
+          "channel_type": "Tech",
+          "video_views_rank": 5926.0,
+          "country_rank": 107.0,
+          "channel_type_rank": 13.0,
+          "video_views_for_the_last_30_days": 23034000.0,
+          "lowest_monthly_earnings": 5800.0,
+          "highest_monthly_earnings": 92100.0,
+          "lowest_yearly_earnings": 69100.0,
+          "highest_yearly_earnings": 1100000.0,
+          "subscribers_for_last_30_days": 100000.0,
+          "created_year": 2021.0,
+          "created_month": "Jun",
+          "created_date": 1.0,
+          "Gross tertiary education enrollment (%)": 28.1,
+          "Population": 1366417754.0,
+          "Unemployment rate": 5.36,
+          "Urban_population": 471031528.0,
+          "Latitude": 20.593684,
+          "Longitude": 78.96288
+        }
+      },
+      {
+        "scenario_id": "103",
+        "features": {
+          "rank": 118,
+          "Youtuber": "Jess No Limit",
+          "subscribers": 34000000,
+          "video views": 3963007415.0,
+          "category": "Entertainment",
+          "Title": "Jess No Limit",
+          "uploads": 2284,
+          "Country": "Indonesia",
+          "Abbreviation": "ID",
+          "channel_type": "Entertainment",
+          "video_views_rank": 1882.0,
+          "country_rank": 1.0,
+          "channel_type_rank": 33.0,
+          "video_views_for_the_last_30_days": 547141000.0,
+          "lowest_monthly_earnings": 136800.0,
+          "highest_monthly_earnings": 2200000.0,
+          "lowest_yearly_earnings": 1600000.0,
+          "highest_yearly_earnings": 26300000.0,
+          "subscribers_for_last_30_days": 5500000.0,
+          "created_year": 2017.0,
+          "created_month": "Sep",
+          "created_date": 7.0,
+          "Gross tertiary education enrollment (%)": 36.3,
+          "Population": 270203917.0,
+          "Unemployment rate": 4.69,
+          "Urban_population": 151509724.0,
+          "Latitude": -0.789275,
+          "Longitude": 113.921327
+        }
+      },
+      {
+        "scenario_id": "104",
+        "features": {
+          "rank": 382,
+          "Youtuber": "Got Talent Global",
+          "subscribers": 20300000,
+          "video views": 2441288701.0,
+          "category": "Entertainment",
+          "Title": "Got Talent Global",
+          "uploads": 1245,
+          "Country": "United Kingdom",
+          "Abbreviation": "GB",
+          "channel_type": "Entertainment",
+          "video_views_rank": 3750.0,
+          "country_rank": 15.0,
+          "channel_type_rank": 101.0,
+          "video_views_for_the_last_30_days": 86457000.0,
+          "lowest_monthly_earnings": 21600.0,
+          "highest_monthly_earnings": 345800.0,
+          "lowest_yearly_earnings": 259400.0,
+          "highest_yearly_earnings": 4100000.0,
+          "subscribers_for_last_30_days": 100000.0,
+          "created_year": 2013.0,
+          "created_month": "Jan",
+          "created_date": 31.0,
+          "Gross tertiary education enrollment (%)": 60.0,
+          "Population": 66834405.0,
+          "Unemployment rate": 3.85,
+          "Urban_population": 55908316.0,
+          "Latitude": 55.378051,
+          "Longitude": -3.435973
+        }
+      },
+      {
+        "scenario_id": "105",
+        "features": {
+          "rank": 159,
+          "Youtuber": "AboFlah",
+          "subscribers": 30500000,
+          "video views": 4521573939.0,
+          "category": "Gaming",
+          "Title": "AboFlah",
+          "uploads": 641,
+          "Country": "Kuwait",
+          "Abbreviation": "KW",
+          "channel_type": "Entertainment",
+          "video_views_rank": 1573.0,
+          "country_rank": 1.0,
+          "channel_type_rank": 7.0,
+          "video_views_for_the_last_30_days": 157908000.0,
+          "lowest_monthly_earnings": 39500.0,
+          "highest_monthly_earnings": 631600.0,
+          "lowest_yearly_earnings": 473700.0,
+          "highest_yearly_earnings": 7600000.0,
+          "subscribers_for_last_30_days": 1300000.0,
+          "created_year": 2016.0,
+          "created_month": "Jul",
+          "created_date": 28.0,
+          "Gross tertiary education enrollment (%)": 54.4,
+          "Population": 4207083.0,
+          "Unemployment rate": 2.18,
+          "Urban_population": 4207083.0,
+          "Latitude": 29.31166,
+          "Longitude": 47.481766
+        }
+      },
+      {
+        "scenario_id": "106",
+        "features": {
+          "rank": 510,
+          "Youtuber": "DeGoBooM",
+          "subscribers": 17600000,
+          "video views": 6306204566.0,
+          "category": "Gaming",
+          "Title": "DeGoBooM",
+          "uploads": 4702,
+          "Country": "Chile",
+          "Abbreviation": "CL",
+          "channel_type": "Games",
+          "video_views_rank": 973.0,
+          "country_rank": 3.0,
+          "channel_type_rank": 36.0,
+          "video_views_for_the_last_30_days": 100215000.0,
+          "lowest_monthly_earnings": 25100.0,
+          "highest_monthly_earnings": 400900.0,
+          "lowest_yearly_earnings": 300600.0,
+          "highest_yearly_earnings": 4800000.0,
+          "subscribers_for_last_30_days": 500000.0,
+          "created_year": 2014.0,
+          "created_month": "Feb",
+          "created_date": 1.0,
+          "Gross tertiary education enrollment (%)": 88.5,
+          "Population": 18952038.0,
+          "Unemployment rate": 7.09,
+          "Urban_population": 16610135.0,
+          "Latitude": -35.675147,
+          "Longitude": -71.542969
+        }
+      },
+      {
+        "scenario_id": "108",
+        "features": {
+          "rank": 716,
+          "Youtuber": "Maha Fun Tv",
+          "subscribers": 14700000,
+          "video views": 1321380490.0,
+          "category": "Entertainment",
+          "Title": "Maha Fun Tv",
+          "uploads": 85,
+          "Country": "United States",
+          "Abbreviation": "US",
+          "channel_type": "Entertainment",
+          "video_views_rank": 8317.0,
+          "country_rank": 154.0,
+          "channel_type_rank": 149.0,
+          "video_views_for_the_last_30_days": 4781000.0,
+          "lowest_monthly_earnings": 1200.0,
+          "highest_monthly_earnings": 19100.0,
+          "lowest_yearly_earnings": 14300.0,
+          "highest_yearly_earnings": 229500.0,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2017.0,
+          "created_month": "Sep",
+          "created_date": 5.0,
+          "Gross tertiary education enrollment (%)": 88.2,
+          "Population": 328239523.0,
+          "Unemployment rate": 14.7,
+          "Urban_population": 270663028.0,
+          "Latitude": 37.09024,
+          "Longitude": -95.712891
+        }
+      },
+      {
+        "scenario_id": "110",
+        "features": {
+          "rank": 728,
+          "Youtuber": "Jesser",
+          "subscribers": 14600000,
+          "video views": 3603556207.0,
+          "category": "Gaming",
+          "Title": "Jesser",
+          "uploads": 1244,
+          "Country": "United States",
+          "Abbreviation": "US",
+          "channel_type": "Entertainment",
+          "video_views_rank": 2223.0,
+          "country_rank": 155.0,
+          "channel_type_rank": 150.0,
+          "video_views_for_the_last_30_days": 92594000.0,
+          "lowest_monthly_earnings": 23100.0,
+          "highest_monthly_earnings": 370400.0,
+          "lowest_yearly_earnings": 277800.0,
+          "highest_yearly_earnings": 4400000.0,
+          "subscribers_for_last_30_days": 400000.0,
+          "created_year": 2012.0,
+          "created_month": "Jul",
+          "created_date": 9.0,
+          "Gross tertiary education enrollment (%)": 88.2,
+          "Population": 328239523.0,
+          "Unemployment rate": 14.7,
+          "Urban_population": 270663028.0,
+          "Latitude": 37.09024,
+          "Longitude": -95.712891
+        }
+      },
+      {
+        "scenario_id": "111",
+        "features": {
+          "rank": 514,
+          "Youtuber": "Fun For Kids TV - Hindi Rhymes",
+          "subscribers": 17500000,
+          "video views": 7612385622.0,
+          "category": "Entertainment",
+          "Title": "Fun For Kids TV - Hindi Rhymes",
+          "uploads": 149,
+          "Country": "India",
+          "Abbreviation": "IN",
+          "channel_type": "Entertainment",
+          "video_views_rank": 723.0,
+          "country_rank": 86.0,
+          "channel_type_rank": 124.0,
+          "video_views_for_the_last_30_days": 109847000.0,
+          "lowest_monthly_earnings": 27500.0,
+          "highest_monthly_earnings": 439400.0,
+          "lowest_yearly_earnings": 329500.0,
+          "highest_yearly_earnings": 5300000.0,
+          "subscribers_for_last_30_days": 300000.0,
+          "created_year": 2017.0,
+          "created_month": "Sep",
+          "created_date": 27.0,
+          "Gross tertiary education enrollment (%)": 28.1,
+          "Population": 1366417754.0,
+          "Unemployment rate": 5.36,
+          "Urban_population": 471031528.0,
+          "Latitude": 20.593684,
+          "Longitude": 78.96288
+        }
+      },
+      {
+        "scenario_id": "112",
+        "features": {
+          "rank": 432,
+          "Youtuber": "Goldmines Great Indian Comedy",
+          "subscribers": 19100000,
+          "video views": 5194942269.0,
+          "category": "Film & Animation",
+          "Title": "Goldmines Great Indian Comedy",
+          "uploads": 2948,
+          "Country": null,
+          "Abbreviation": null,
+          "channel_type": "Film",
+          "video_views_rank": 1279.0,
+          "country_rank": null,
+          "channel_type_rank": 26.0,
+          "video_views_for_the_last_30_days": 65920000.0,
+          "lowest_monthly_earnings": 16500.0,
+          "highest_monthly_earnings": 263700.0,
+          "lowest_yearly_earnings": 197800.0,
+          "highest_yearly_earnings": 3200000.0,
+          "subscribers_for_last_30_days": 200000.0,
+          "created_year": 2016.0,
+          "created_month": "Aug",
+          "created_date": 29.0,
+          "Gross tertiary education enrollment (%)": null,
+          "Population": null,
+          "Unemployment rate": null,
+          "Urban_population": null,
+          "Latitude": null,
+          "Longitude": null
+        }
+      },
+      {
+        "scenario_id": "113",
+        "features": {
+          "rank": 66,
+          "Youtuber": "ARY Digital HD",
+          "subscribers": 43200000,
+          "video views": 37939780685.0,
+          "category": "Entertainment",
+          "Title": "ARY Digital HD",
+          "uploads": 109871,
+          "Country": "Pakistan",
+          "Abbreviation": "PK",
+          "channel_type": "Entertainment",
+          "video_views_rank": 24.0,
+          "country_rank": 2.0,
+          "channel_type_rank": 18.0,
+          "video_views_for_the_last_30_days": 1149000000.0,
+          "lowest_monthly_earnings": 287300.0,
+          "highest_monthly_earnings": 4600000.0,
+          "lowest_yearly_earnings": 3400000.0,
+          "highest_yearly_earnings": 55200000.0,
+          "subscribers_for_last_30_days": 900000.0,
+          "created_year": 2016.0,
+          "created_month": "Jul",
+          "created_date": 11.0,
+          "Gross tertiary education enrollment (%)": 9.0,
+          "Population": 216565318.0,
+          "Unemployment rate": 4.45,
+          "Urban_population": 79927762.0,
+          "Latitude": 30.375321,
+          "Longitude": 69.345116
+        }
+      },
+      {
+        "scenario_id": "114",
+        "features": {
+          "rank": 112,
+          "Youtuber": "Ryan's World",
+          "subscribers": 35200000,
+          "video views": 55299840198.0,
+          "category": "Entertainment",
+          "Title": "Ryan's World",
+          "uploads": 2453,
+          "Country": "United States",
+          "Abbreviation": "US",
+          "channel_type": "Entertainment",
+          "video_views_rank": 15.0,
+          "country_rank": 35.0,
+          "channel_type_rank": 32.0,
+          "video_views_for_the_last_30_days": 238613000.0,
+          "lowest_monthly_earnings": 59700.0,
+          "highest_monthly_earnings": 954500.0,
+          "lowest_yearly_earnings": 715800.0,
+          "highest_yearly_earnings": 11500000.0,
+          "subscribers_for_last_30_days": 200000.0,
+          "created_year": 2015.0,
+          "created_month": "Mar",
+          "created_date": 17.0,
+          "Gross tertiary education enrollment (%)": 88.2,
+          "Population": 328239523.0,
+          "Unemployment rate": 14.7,
+          "Urban_population": 270663028.0,
+          "Latitude": 37.09024,
+          "Longitude": -95.712891
+        }
+      },
+      {
+        "scenario_id": "115",
+        "features": {
+          "rank": 219,
+          "Youtuber": "NichLmao",
+          "subscribers": 26000000,
+          "video views": 14101010609.0,
+          "category": "People & Blogs",
+          "Title": "NichLmao",
+          "uploads": 868,
+          "Country": null,
+          "Abbreviation": null,
+          "channel_type": "People",
+          "video_views_rank": 249.0,
+          "country_rank": null,
+          "channel_type_rank": 6.0,
+          "video_views_for_the_last_30_days": 606362000.0,
+          "lowest_monthly_earnings": 151600.0,
+          "highest_monthly_earnings": 2400000.0,
+          "lowest_yearly_earnings": 1800000.0,
+          "highest_yearly_earnings": 29100000.0,
+          "subscribers_for_last_30_days": 1100000.0,
+          "created_year": 2018.0,
+          "created_month": "Sep",
+          "created_date": 25.0,
+          "Gross tertiary education enrollment (%)": null,
+          "Population": null,
+          "Unemployment rate": null,
+          "Urban_population": null,
+          "Latitude": null,
+          "Longitude": null
+        }
+      },
+      {
+        "scenario_id": "116",
+        "features": {
+          "rank": 234,
+          "Youtuber": "Las Ratitas",
+          "subscribers": 25200000,
+          "video views": 9602246828.0,
+          "category": "People & Blogs",
+          "Title": "LAS RATITAS",
+          "uploads": 4,
+          "Country": null,
+          "Abbreviation": null,
+          "channel_type": "People",
+          "video_views_rank": 4051936.0,
+          "country_rank": null,
+          "channel_type_rank": 7690.0,
+          "video_views_for_the_last_30_days": 11.0,
+          "lowest_monthly_earnings": 0.0,
+          "highest_monthly_earnings": 0.04,
+          "lowest_yearly_earnings": 0.03,
+          "highest_yearly_earnings": 0.53,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2019.0,
+          "created_month": "May",
+          "created_date": 31.0,
+          "Gross tertiary education enrollment (%)": null,
+          "Population": null,
+          "Unemployment rate": null,
+          "Urban_population": null,
+          "Latitude": null,
+          "Longitude": null
+        }
+      },
+      {
+        "scenario_id": "117",
+        "features": {
+          "rank": 758,
+          "Youtuber": "Cyprien",
+          "subscribers": 14400000,
+          "video views": 3086254545.0,
+          "category": "Comedy",
+          "Title": "Cyprien",
+          "uploads": 222,
+          "Country": "France",
+          "Abbreviation": "FR",
+          "channel_type": "Comedy",
+          "video_views_rank": 2767.0,
+          "country_rank": 2.0,
+          "channel_type_rank": 32.0,
+          "video_views_for_the_last_30_days": 11417000.0,
+          "lowest_monthly_earnings": 2900.0,
+          "highest_monthly_earnings": 45700.0,
+          "lowest_yearly_earnings": 34300.0,
+          "highest_yearly_earnings": 548000.0,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2007.0,
+          "created_month": "Feb",
+          "created_date": 25.0,
+          "Gross tertiary education enrollment (%)": 65.6,
+          "Population": 67059887.0,
+          "Unemployment rate": 8.43,
+          "Urban_population": 54123364.0,
+          "Latitude": 46.227638,
+          "Longitude": 2.213749
+        }
+      },
+      {
+        "scenario_id": "118",
+        "features": {
+          "rank": 741,
+          "Youtuber": "Reaction Time",
+          "subscribers": 14500000,
+          "video views": 4260187928.0,
+          "category": "Entertainment",
+          "Title": "Reaction Time",
+          "uploads": 1717,
+          "Country": "United States",
+          "Abbreviation": "US",
+          "channel_type": "Entertainment",
+          "video_views_rank": 1747.0,
+          "country_rank": 156.0,
+          "channel_type_rank": 151.0,
+          "video_views_for_the_last_30_days": 9910000.0,
+          "lowest_monthly_earnings": 2500.0,
+          "highest_monthly_earnings": 39600.0,
+          "lowest_yearly_earnings": 29700.0,
+          "highest_yearly_earnings": 475700.0,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2015.0,
+          "created_month": "Apr",
+          "created_date": 25.0,
+          "Gross tertiary education enrollment (%)": 88.2,
+          "Population": 328239523.0,
+          "Unemployment rate": 14.7,
+          "Urban_population": 270663028.0,
+          "Latitude": 37.09024,
+          "Longitude": -95.712891
+        }
+      },
+      {
+        "scenario_id": "119",
+        "features": {
+          "rank": 767,
+          "Youtuber": "SelenaGomezVEVO",
+          "subscribers": 14400000,
+          "video views": 11423792969.0,
+          "category": "Music",
+          "Title": "SelenaGomezVEVO",
+          "uploads": 186,
+          "Country": "United States",
+          "Abbreviation": "US",
+          "channel_type": "Music",
+          "video_views_rank": 354.0,
+          "country_rank": 157.0,
+          "channel_type_rank": 133.0,
+          "video_views_for_the_last_30_days": 88657000.0,
+          "lowest_monthly_earnings": 22200.0,
+          "highest_monthly_earnings": 354600.0,
+          "lowest_yearly_earnings": 266000.0,
+          "highest_yearly_earnings": 4300000.0,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2009.0,
+          "created_month": "Nov",
+          "created_date": 24.0,
+          "Gross tertiary education enrollment (%)": 88.2,
+          "Population": 328239523.0,
+          "Unemployment rate": 14.7,
+          "Urban_population": 270663028.0,
+          "Latitude": 37.09024,
+          "Longitude": -95.712891
+        }
+      },
+      {
+        "scenario_id": "120",
+        "features": {
+          "rank": 522,
+          "Youtuber": "Taarak Mehta Ka Ooltah Chashmah",
+          "subscribers": 17300000,
+          "video views": 11371738047.0,
+          "category": "Entertainment",
+          "Title": "Taarak Mehta Ka Ooltah Chashmah",
+          "uploads": 4778,
+          "Country": "India",
+          "Abbreviation": "IN",
+          "channel_type": "Entertainment",
+          "video_views_rank": 356.0,
+          "country_rank": 87.0,
+          "channel_type_rank": 125.0,
+          "video_views_for_the_last_30_days": 331944000.0,
+          "lowest_monthly_earnings": 83000.0,
+          "highest_monthly_earnings": 1300000.0,
+          "lowest_yearly_earnings": 995800.0,
+          "highest_yearly_earnings": 15900000.0,
+          "subscribers_for_last_30_days": 300000.0,
+          "created_year": 2014.0,
+          "created_month": "Aug",
+          "created_date": 4.0,
+          "Gross tertiary education enrollment (%)": 28.1,
+          "Population": 1366417754.0,
+          "Unemployment rate": 5.36,
+          "Urban_population": 471031528.0,
+          "Latitude": 20.593684,
+          "Longitude": 78.96288
+        }
+      },
+      {
+        "scenario_id": "122",
+        "features": {
+          "rank": 667,
+          "Youtuber": "Mariale",
+          "subscribers": 15100000,
+          "video views": 2761547758.0,
+          "category": "Howto & Style",
+          "Title": "Mariale",
+          "uploads": 2618,
+          "Country": "United States",
+          "Abbreviation": "US",
+          "channel_type": "Entertainment",
+          "video_views_rank": 3241.0,
+          "country_rank": 150.0,
+          "channel_type_rank": 145.0,
+          "video_views_for_the_last_30_days": 11956000.0,
+          "lowest_monthly_earnings": 3000.0,
+          "highest_monthly_earnings": 47800.0,
+          "lowest_yearly_earnings": 35900.0,
+          "highest_yearly_earnings": 573900.0,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2010.0,
+          "created_month": "Jan",
+          "created_date": 6.0,
+          "Gross tertiary education enrollment (%)": 88.2,
+          "Population": 328239523.0,
+          "Unemployment rate": 14.7,
+          "Urban_population": 270663028.0,
+          "Latitude": 37.09024,
+          "Longitude": -95.712891
+        }
+      },
+      {
+        "scenario_id": "123",
+        "features": {
+          "rank": 347,
+          "Youtuber": "Azhan5star",
+          "subscribers": 21300000,
+          "video views": 10047736580.0,
+          "category": "Entertainment",
+          "Title": "Azhan5star",
+          "uploads": 669,
+          "Country": "India",
+          "Abbreviation": "IN",
+          "channel_type": "Entertainment",
+          "video_views_rank": 436.0,
+          "country_rank": 67.0,
+          "channel_type_rank": 92.0,
+          "video_views_for_the_last_30_days": 236293000.0,
+          "lowest_monthly_earnings": 59100.0,
+          "highest_monthly_earnings": 945200.0,
+          "lowest_yearly_earnings": 708900.0,
+          "highest_yearly_earnings": 11300000.0,
+          "subscribers_for_last_30_days": 600000.0,
+          "created_year": 2021.0,
+          "created_month": "Feb",
+          "created_date": 2.0,
+          "Gross tertiary education enrollment (%)": 28.1,
+          "Population": 1366417754.0,
+          "Unemployment rate": 5.36,
+          "Urban_population": 471031528.0,
+          "Latitude": 20.593684,
+          "Longitude": 78.96288
+        }
+      },
+      {
+        "scenario_id": "124",
+        "features": {
+          "rank": 679,
+          "Youtuber": "Little Angel - M����������",
+          "subscribers": 15000000,
+          "video views": 8897705695.0,
+          "category": "Entertainment",
+          "Title": "Little Angel - M�����������",
+          "uploads": 795,
+          "Country": "Brazil",
+          "Abbreviation": "BR",
+          "channel_type": "Education",
+          "video_views_rank": 548.0,
+          "country_rank": 36.0,
+          "channel_type_rank": 34.0,
+          "video_views_for_the_last_30_days": 145478000.0,
+          "lowest_monthly_earnings": 36400.0,
+          "highest_monthly_earnings": 581900.0,
+          "lowest_yearly_earnings": 436400.0,
+          "highest_yearly_earnings": 7000000.0,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2018.0,
+          "created_month": "Jan",
+          "created_date": 26.0,
+          "Gross tertiary education enrollment (%)": 51.3,
+          "Population": 212559417.0,
+          "Unemployment rate": 12.08,
+          "Urban_population": 183241641.0,
+          "Latitude": -14.235004,
+          "Longitude": -51.92528
+        }
+      },
+      {
+        "scenario_id": "125",
+        "features": {
+          "rank": 164,
+          "Youtuber": "Adele",
+          "subscribers": 30200000,
+          "video views": 14199108016.0,
+          "category": "Music",
+          "Title": "Adele",
+          "uploads": 15,
+          "Country": "United Kingdom",
+          "Abbreviation": "GB",
+          "channel_type": "Music",
+          "video_views_rank": 248.0,
+          "country_rank": 6.0,
+          "channel_type_rank": 53.0,
+          "video_views_for_the_last_30_days": 137099000.0,
+          "lowest_monthly_earnings": 34300.0,
+          "highest_monthly_earnings": 548400.0,
+          "lowest_yearly_earnings": 411300.0,
+          "highest_yearly_earnings": 6600000.0,
+          "subscribers_for_last_30_days": 100000.0,
+          "created_year": 2008.0,
+          "created_month": "Apr",
+          "created_date": 4.0,
+          "Gross tertiary education enrollment (%)": 60.0,
+          "Population": 66834405.0,
+          "Unemployment rate": 3.85,
+          "Urban_population": 55908316.0,
+          "Latitude": 55.378051,
+          "Longitude": -3.435973
+        }
+      },
+      {
+        "scenario_id": "126",
+        "features": {
+          "rank": 105,
+          "Youtuber": "MrBeast Gaming",
+          "subscribers": 36100000,
+          "video views": 6331332547.0,
+          "category": "Gaming",
+          "Title": "MrBeastGaming",
+          "uploads": 5,
+          "Country": null,
+          "Abbreviation": null,
+          "channel_type": "Comedy",
+          "video_views_rank": 4057305.0,
+          "country_rank": null,
+          "channel_type_rank": 4880.0,
+          "video_views_for_the_last_30_days": 32.0,
+          "lowest_monthly_earnings": 0.01,
+          "highest_monthly_earnings": 0.13,
+          "lowest_yearly_earnings": 0.1,
+          "highest_yearly_earnings": 2.0,
+          "subscribers_for_last_30_days": 1.0,
+          "created_year": 2011.0,
+          "created_month": "Feb",
+          "created_date": 26.0,
+          "Gross tertiary education enrollment (%)": null,
+          "Population": null,
+          "Unemployment rate": null,
+          "Urban_population": null,
+          "Latitude": null,
+          "Longitude": null
+        }
+      },
+      {
+        "scenario_id": "127",
+        "features": {
+          "rank": 761,
+          "Youtuber": "Indore Physical Academy",
+          "subscribers": 14400000,
+          "video views": 4156427797.0,
+          "category": "People & Blogs",
+          "Title": "Indore Physical Academy",
+          "uploads": 1838,
+          "Country": "India",
+          "Abbreviation": "IN",
+          "channel_type": "People",
+          "video_views_rank": 1793.0,
+          "country_rank": 107.0,
+          "channel_type_rank": 47.0,
+          "video_views_for_the_last_30_days": 70409000.0,
+          "lowest_monthly_earnings": 17600.0,
+          "highest_monthly_earnings": 281600.0,
+          "lowest_yearly_earnings": 211200.0,
+          "highest_yearly_earnings": 3400000.0,
+          "subscribers_for_last_30_days": 200000.0,
+          "created_year": 2014.0,
+          "created_month": "Apr",
+          "created_date": 19.0,
+          "Gross tertiary education enrollment (%)": 28.1,
+          "Population": 1366417754.0,
+          "Unemployment rate": 5.36,
+          "Urban_population": 471031528.0,
+          "Latitude": 20.593684,
+          "Longitude": 78.96288
+        }
+      },
+      {
+        "scenario_id": "128",
+        "features": {
+          "rank": 410,
+          "Youtuber": "JennaMarbles",
+          "subscribers": 19700000,
+          "video views": 1803249241.0,
+          "category": "Comedy",
+          "Title": "JennaMarbles",
+          "uploads": 250,
+          "Country": "United States",
+          "Abbreviation": "US",
+          "channel_type": "Comedy",
+          "video_views_rank": 5665.0,
+          "country_rank": 112.0,
+          "channel_type_rank": 21.0,
+          "video_views_for_the_last_30_days": 3769000.0,
+          "lowest_monthly_earnings": 942.0,
+          "highest_monthly_earnings": 15100.0,
+          "lowest_yearly_earnings": 11300.0,
+          "highest_yearly_earnings": 180900.0,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2010.0,
+          "created_month": "Feb",
+          "created_date": 16.0,
+          "Gross tertiary education enrollment (%)": 88.2,
+          "Population": 328239523.0,
+          "Unemployment rate": 14.7,
+          "Urban_population": 270663028.0,
+          "Latitude": 37.09024,
+          "Longitude": -95.712891
+        }
+      },
+      {
+        "scenario_id": "129",
+        "features": {
+          "rank": 590,
+          "Youtuber": "AdMe",
+          "subscribers": 16200000,
+          "video views": 4488680903.0,
+          "category": "Entertainment",
+          "Title": "Aday C����ï",
+          "uploads": 10,
+          "Country": "Spain",
+          "Abbreviation": "ES",
+          "channel_type": "Music",
+          "video_views_rank": 4048675.0,
+          "country_rank": 4228.0,
+          "channel_type_rank": 5766.0,
+          "video_views_for_the_last_30_days": 4.0,
+          "lowest_monthly_earnings": 0.0,
+          "highest_monthly_earnings": 0.02,
+          "lowest_yearly_earnings": 0.01,
+          "highest_yearly_earnings": 0.19,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2006.0,
+          "created_month": "May",
+          "created_date": 2.0,
+          "Gross tertiary education enrollment (%)": 88.9,
+          "Population": 47076781.0,
+          "Unemployment rate": 13.96,
+          "Urban_population": 37927409.0,
+          "Latitude": 40.463667,
+          "Longitude": -3.74922
+        }
+      },
+      {
+        "scenario_id": "130",
+        "features": {
+          "rank": 930,
+          "Youtuber": "Beyonc��",
+          "subscribers": 12800000,
+          "video views": 14185611472.0,
+          "category": "Music",
+          "Title": "Beyonc��",
+          "uploads": 168,
+          "Country": "United States",
+          "Abbreviation": "US",
+          "channel_type": "Music",
+          "video_views_rank": 250.0,
+          "country_rank": 172.0,
+          "channel_type_rank": 146.0,
+          "video_views_for_the_last_30_days": 89566000.0,
+          "lowest_monthly_earnings": 22400.0,
+          "highest_monthly_earnings": 358300.0,
+          "lowest_yearly_earnings": 268700.0,
+          "highest_yearly_earnings": 4300000.0,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2009.0,
+          "created_month": "Sep",
+          "created_date": 2.0,
+          "Gross tertiary education enrollment (%)": 88.2,
+          "Population": 328239523.0,
+          "Unemployment rate": 14.7,
+          "Urban_population": 270663028.0,
+          "Latitude": 37.09024,
+          "Longitude": -95.712891
+        }
+      },
+      {
+        "scenario_id": "131",
+        "features": {
+          "rank": 561,
+          "Youtuber": "Jordan Matter",
+          "subscribers": 16600000,
+          "video views": 5819508534.0,
+          "category": "Entertainment",
+          "Title": "Jordan Matter",
+          "uploads": 413,
+          "Country": "United States",
+          "Abbreviation": "US",
+          "channel_type": "Entertainment",
+          "video_views_rank": 1088.0,
+          "country_rank": 136.0,
+          "channel_type_rank": 132.0,
+          "video_views_for_the_last_30_days": 199033000.0,
+          "lowest_monthly_earnings": 49800.0,
+          "highest_monthly_earnings": 796100.0,
+          "lowest_yearly_earnings": 597100.0,
+          "highest_yearly_earnings": 9600000.0,
+          "subscribers_for_last_30_days": 300000.0,
+          "created_year": 2006.0,
+          "created_month": "Dec",
+          "created_date": 21.0,
+          "Gross tertiary education enrollment (%)": 88.2,
+          "Population": 328239523.0,
+          "Unemployment rate": 14.7,
+          "Urban_population": 270663028.0,
+          "Latitude": 37.09024,
+          "Longitude": -95.712891
+        }
+      },
+      {
+        "scenario_id": "132",
+        "features": {
+          "rank": 965,
+          "Youtuber": "Flowers Comedy",
+          "subscribers": 12500000,
+          "video views": 11691081301.0,
+          "category": "Entertainment",
+          "Title": "Flowers Comedy",
+          "uploads": 11907,
+          "Country": "India",
+          "Abbreviation": "IN",
+          "channel_type": "Entertainment",
+          "video_views_rank": 337.0,
+          "country_rank": 122.0,
+          "channel_type_rank": 170.0,
+          "video_views_for_the_last_30_days": 180021000.0,
+          "lowest_monthly_earnings": 45000.0,
+          "highest_monthly_earnings": 720100.0,
+          "lowest_yearly_earnings": 540100.0,
+          "highest_yearly_earnings": 8600000.0,
+          "subscribers_for_last_30_days": 100000.0,
+          "created_year": 2015.0,
+          "created_month": "Aug",
+          "created_date": 19.0,
+          "Gross tertiary education enrollment (%)": 28.1,
+          "Population": 1366417754.0,
+          "Unemployment rate": 5.36,
+          "Urban_population": 471031528.0,
+          "Latitude": 20.593684,
+          "Longitude": 78.96288
+        }
+      },
+      {
+        "scenario_id": "133",
+        "features": {
+          "rank": 732,
+          "Youtuber": "O Reino Infantil",
+          "subscribers": 14600000,
+          "video views": 11182302317.0,
+          "category": "Music",
+          "Title": "O Reino Infantil",
+          "uploads": 1206,
+          "Country": "Brazil",
+          "Abbreviation": "BR",
+          "channel_type": "Music",
+          "video_views_rank": 369.0,
+          "country_rank": 40.0,
+          "channel_type_rank": 131.0,
+          "video_views_for_the_last_30_days": 109865000.0,
+          "lowest_monthly_earnings": 27500.0,
+          "highest_monthly_earnings": 439500.0,
+          "lowest_yearly_earnings": 329600.0,
+          "highest_yearly_earnings": 5300000.0,
+          "subscribers_for_last_30_days": 100000.0,
+          "created_year": 2014.0,
+          "created_month": "Aug",
+          "created_date": 19.0,
+          "Gross tertiary education enrollment (%)": 51.3,
+          "Population": 212559417.0,
+          "Unemployment rate": 12.08,
+          "Urban_population": 183241641.0,
+          "Latitude": -14.235004,
+          "Longitude": -51.92528
+        }
+      },
+      {
+        "scenario_id": "134",
+        "features": {
+          "rank": 531,
+          "Youtuber": "TRANS TV Official",
+          "subscribers": 17100000,
+          "video views": 9710962528.0,
+          "category": "Entertainment",
+          "Title": "TRANS TV Official",
+          "uploads": 148225,
+          "Country": "Indonesia",
+          "Abbreviation": "ID",
+          "channel_type": "Entertainment",
+          "video_views_rank": 472.0,
+          "country_rank": 18.0,
+          "channel_type_rank": 127.0,
+          "video_views_for_the_last_30_days": 45811000.0,
+          "lowest_monthly_earnings": 11500.0,
+          "highest_monthly_earnings": 183200.0,
+          "lowest_yearly_earnings": 137400.0,
+          "highest_yearly_earnings": 2200000.0,
+          "subscribers_for_last_30_days": 100000.0,
+          "created_year": 2014.0,
+          "created_month": "Sep",
+          "created_date": 2.0,
+          "Gross tertiary education enrollment (%)": 36.3,
+          "Population": 270203917.0,
+          "Unemployment rate": 4.69,
+          "Urban_population": 151509724.0,
+          "Latitude": -0.789275,
+          "Longitude": 113.921327
+        }
+      },
+      {
+        "scenario_id": "135",
+        "features": {
+          "rank": 706,
+          "Youtuber": "MattyBRaps",
+          "subscribers": 14800000,
+          "video views": 3587576784.0,
+          "category": "Music",
+          "Title": "MattyBRaps",
+          "uploads": 195,
+          "Country": "United States",
+          "Abbreviation": "US",
+          "channel_type": "Music",
+          "video_views_rank": 2226.0,
+          "country_rank": 153.0,
+          "channel_type_rank": 130.0,
+          "video_views_for_the_last_30_days": 22980000.0,
+          "lowest_monthly_earnings": 5700.0,
+          "highest_monthly_earnings": 91900.0,
+          "lowest_yearly_earnings": 68900.0,
+          "highest_yearly_earnings": 1100000.0,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2010.0,
+          "created_month": "May",
+          "created_date": 31.0,
+          "Gross tertiary education enrollment (%)": 88.2,
+          "Population": 328239523.0,
+          "Unemployment rate": 14.7,
+          "Urban_population": 270663028.0,
+          "Latitude": 37.09024,
+          "Longitude": -95.712891
+        }
+      },
+      {
+        "scenario_id": "137",
+        "features": {
+          "rank": 163,
+          "Youtuber": "Boram Tube Vlog [��������ï¿",
+          "subscribers": 30300000,
+          "video views": 13546549817.0,
+          "category": "Entertainment",
+          "Title": "Boram Tube Vlog [��������ï¿",
+          "uploads": 223,
+          "Country": "United States",
+          "Abbreviation": "US",
+          "channel_type": "Entertainment",
+          "video_views_rank": 269.0,
+          "country_rank": 47.0,
+          "channel_type_rank": 47.0,
+          "video_views_for_the_last_30_days": 22724000.0,
+          "lowest_monthly_earnings": 5700.0,
+          "highest_monthly_earnings": 90900.0,
+          "lowest_yearly_earnings": 68200.0,
+          "highest_yearly_earnings": 1100000.0,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2012.0,
+          "created_month": "Feb",
+          "created_date": 21.0,
+          "Gross tertiary education enrollment (%)": 88.2,
+          "Population": 328239523.0,
+          "Unemployment rate": 14.7,
+          "Urban_population": 270663028.0,
+          "Latitude": 37.09024,
+          "Longitude": -95.712891
+        }
+      },
+      {
+        "scenario_id": "139",
+        "features": {
+          "rank": 927,
+          "Youtuber": "MrSuicideSheep",
+          "subscribers": 12800000,
+          "video views": 6970899521.0,
+          "category": "Entertainment",
+          "Title": "MrSuicideSheep",
+          "uploads": 3483,
+          "Country": "Canada",
+          "Abbreviation": "CA",
+          "channel_type": "Entertainment",
+          "video_views_rank": 842.0,
+          "country_rank": 13.0,
+          "channel_type_rank": 168.0,
+          "video_views_for_the_last_30_days": 18118000.0,
+          "lowest_monthly_earnings": 4500.0,
+          "highest_monthly_earnings": 72500.0,
+          "lowest_yearly_earnings": 54400.0,
+          "highest_yearly_earnings": 869600.0,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2010.0,
+          "created_month": "Apr",
+          "created_date": 9.0,
+          "Gross tertiary education enrollment (%)": 68.9,
+          "Population": 36991981.0,
+          "Unemployment rate": 5.56,
+          "Urban_population": 30628482.0,
+          "Latitude": 56.130366,
+          "Longitude": -106.346771
+        }
+      },
+      {
+        "scenario_id": "140",
+        "features": {
+          "rank": 80,
+          "Youtuber": "XXXTENTACION",
+          "subscribers": 39200000,
+          "video views": 10507474316.0,
+          "category": "Music",
+          "Title": "XXXTENTACION",
+          "uploads": 133,
+          "Country": "United States",
+          "Abbreviation": "US",
+          "channel_type": "Music",
+          "video_views_rank": 403.0,
+          "country_rank": 24.0,
+          "channel_type_rank": 29.0,
+          "video_views_for_the_last_30_days": 58362000.0,
+          "lowest_monthly_earnings": 14600.0,
+          "highest_monthly_earnings": 233400.0,
+          "lowest_yearly_earnings": 175100.0,
+          "highest_yearly_earnings": 2800000.0,
+          "subscribers_for_last_30_days": 100000.0,
+          "created_year": 2015.0,
+          "created_month": "Jun",
+          "created_date": 23.0,
+          "Gross tertiary education enrollment (%)": 88.2,
+          "Population": 328239523.0,
+          "Unemployment rate": 14.7,
+          "Urban_population": 270663028.0,
+          "Latitude": 37.09024,
+          "Longitude": -95.712891
+        }
+      },
+      {
+        "scenario_id": "141",
+        "features": {
+          "rank": 873,
+          "Youtuber": "BanderitaX",
+          "subscribers": 13300000,
+          "video views": 4129249415.0,
+          "category": "Gaming",
+          "Title": "BanderitaX",
+          "uploads": 1640,
+          "Country": "Saudi Arabia",
+          "Abbreviation": "SA",
+          "channel_type": "Games",
+          "video_views_rank": 1818.0,
+          "country_rank": 7.0,
+          "channel_type_rank": 63.0,
+          "video_views_for_the_last_30_days": 70712000.0,
+          "lowest_monthly_earnings": 17700.0,
+          "highest_monthly_earnings": 282800.0,
+          "lowest_yearly_earnings": 212100.0,
+          "highest_yearly_earnings": 3400000.0,
+          "subscribers_for_last_30_days": 200000.0,
+          "created_year": 2013.0,
+          "created_month": "Aug",
+          "created_date": 20.0,
+          "Gross tertiary education enrollment (%)": 68.0,
+          "Population": 34268528.0,
+          "Unemployment rate": 5.93,
+          "Urban_population": 28807838.0,
+          "Latitude": 23.885942,
+          "Longitude": 45.079162
+        }
+      },
+      {
+        "scenario_id": "142",
+        "features": {
+          "rank": 350,
+          "Youtuber": "GMA Public  Affairs",
+          "subscribers": 21200000,
+          "video views": 11364908616.0,
+          "category": "Entertainment",
+          "Title": "GMA Public  Affairs",
+          "uploads": 31989,
+          "Country": "Philippines",
+          "Abbreviation": "PH",
+          "channel_type": "News",
+          "video_views_rank": 359.0,
+          "country_rank": 4.0,
+          "channel_type_rank": 7.0,
+          "video_views_for_the_last_30_days": 142317000.0,
+          "lowest_monthly_earnings": 35600.0,
+          "highest_monthly_earnings": 569300.0,
+          "lowest_yearly_earnings": 427000.0,
+          "highest_yearly_earnings": 6800000.0,
+          "subscribers_for_last_30_days": 200000.0,
+          "created_year": 2009.0,
+          "created_month": "Aug",
+          "created_date": 8.0,
+          "Gross tertiary education enrollment (%)": 35.5,
+          "Population": 108116615.0,
+          "Unemployment rate": 2.15,
+          "Urban_population": 50975903.0,
+          "Latitude": 12.879721,
+          "Longitude": 121.774017
+        }
+      },
+      {
+        "scenario_id": "143",
+        "features": {
+          "rank": 988,
+          "Youtuber": "Avril Lavigne",
+          "subscribers": 12400000,
+          "video views": 6202090191.0,
+          "category": "Music",
+          "Title": "Avril Lavigne",
+          "uploads": 205,
+          "Country": "United States",
+          "Abbreviation": "US",
+          "channel_type": "Music",
+          "video_views_rank": 999.0,
+          "country_rank": 176.0,
+          "channel_type_rank": 150.0,
+          "video_views_for_the_last_30_days": 50188000.0,
+          "lowest_monthly_earnings": 12500.0,
+          "highest_monthly_earnings": 200800.0,
+          "lowest_yearly_earnings": 150600.0,
+          "highest_yearly_earnings": 2400000.0,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2005.0,
+          "created_month": "Oct",
+          "created_date": 8.0,
+          "Gross tertiary education enrollment (%)": 88.2,
+          "Population": 328239523.0,
+          "Unemployment rate": 14.7,
+          "Urban_population": 270663028.0,
+          "Latitude": 37.09024,
+          "Longitude": -95.712891
+        }
+      },
+      {
+        "scenario_id": "145",
+        "features": {
+          "rank": 417,
+          "Youtuber": "tabii Urdu",
+          "subscribers": 19600000,
+          "video views": 8779729549.0,
+          "category": "Entertainment",
+          "Title": "tabii Urdu",
+          "uploads": 1306,
+          "Country": "Turkey",
+          "Abbreviation": "TR",
+          "channel_type": "Entertainment",
+          "video_views_rank": 562.0,
+          "country_rank": 3.0,
+          "channel_type_rank": 107.0,
+          "video_views_for_the_last_30_days": 110806000.0,
+          "lowest_monthly_earnings": 27700.0,
+          "highest_monthly_earnings": 443200.0,
+          "lowest_yearly_earnings": 332400.0,
+          "highest_yearly_earnings": 5300000.0,
+          "subscribers_for_last_30_days": 100000.0,
+          "created_year": 2020.0,
+          "created_month": "Apr",
+          "created_date": 17.0,
+          "Gross tertiary education enrollment (%)": 23.9,
+          "Population": 83429615.0,
+          "Unemployment rate": 13.49,
+          "Urban_population": 63097818.0,
+          "Latitude": 38.963745,
+          "Longitude": 35.243322
+        }
+      },
+      {
+        "scenario_id": "146",
+        "features": {
+          "rank": 949,
+          "Youtuber": "colinfurze",
+          "subscribers": 12500000,
+          "video views": 1612094871.0,
+          "category": "Entertainment",
+          "Title": "colinfurze",
+          "uploads": 385,
+          "Country": "United Kingdom",
+          "Abbreviation": "GB",
+          "channel_type": "Entertainment",
+          "video_views_rank": 6487.0,
+          "country_rank": 33.0,
+          "channel_type_rank": 171.0,
+          "video_views_for_the_last_30_days": 8482000.0,
+          "lowest_monthly_earnings": 2100.0,
+          "highest_monthly_earnings": 33900.0,
+          "lowest_yearly_earnings": 25400.0,
+          "highest_yearly_earnings": 407200.0,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2006.0,
+          "created_month": "Nov",
+          "created_date": 15.0,
+          "Gross tertiary education enrollment (%)": 60.0,
+          "Population": 66834405.0,
+          "Unemployment rate": 3.85,
+          "Urban_population": 55908316.0,
+          "Latitude": 55.378051,
+          "Longitude": -3.435973
+        }
+      },
+      {
+        "scenario_id": "147",
+        "features": {
+          "rank": 317,
+          "Youtuber": "FGTeeV",
+          "subscribers": 22300000,
+          "video views": 24059336857.0,
+          "category": "Gaming",
+          "Title": "FGTeeV",
+          "uploads": 1724,
+          "Country": "United States",
+          "Abbreviation": "US",
+          "channel_type": "Games",
+          "video_views_rank": 77.0,
+          "country_rank": 91.0,
+          "channel_type_rank": 22.0,
+          "video_views_for_the_last_30_days": 132110000.0,
+          "lowest_monthly_earnings": 33000.0,
+          "highest_monthly_earnings": 528400.0,
+          "lowest_yearly_earnings": 396300.0,
+          "highest_yearly_earnings": 6300000.0,
+          "subscribers_for_last_30_days": 100000.0,
+          "created_year": 2013.0,
+          "created_month": "May",
+          "created_date": 24.0,
+          "Gross tertiary education enrollment (%)": 88.2,
+          "Population": 328239523.0,
+          "Unemployment rate": 14.7,
+          "Urban_population": 270663028.0,
+          "Latitude": 37.09024,
+          "Longitude": -95.712891
+        }
+      },
+      {
+        "scenario_id": "148",
+        "features": {
+          "rank": 245,
+          "Youtuber": "America's Got Talent",
+          "subscribers": 24800000,
+          "video views": 3699352704.0,
+          "category": "Entertainment",
+          "Title": "America's Got Talent",
+          "uploads": 1894,
+          "Country": "United States",
+          "Abbreviation": "US",
+          "channel_type": "Entertainment",
+          "video_views_rank": 2122.0,
+          "country_rank": 72.0,
+          "channel_type_rank": 65.0,
+          "video_views_for_the_last_30_days": 134412000.0,
+          "lowest_monthly_earnings": 33600.0,
+          "highest_monthly_earnings": 537600.0,
+          "lowest_yearly_earnings": 403200.0,
+          "highest_yearly_earnings": 6500000.0,
+          "subscribers_for_last_30_days": 400000.0,
+          "created_year": 2006.0,
+          "created_month": "Jun",
+          "created_date": 29.0,
+          "Gross tertiary education enrollment (%)": 88.2,
+          "Population": 328239523.0,
+          "Unemployment rate": 14.7,
+          "Urban_population": 270663028.0,
+          "Latitude": 37.09024,
+          "Longitude": -95.712891
+        }
+      },
+      {
+        "scenario_id": "149",
+        "features": {
+          "rank": 161,
+          "Youtuber": "Trap Nation",
+          "subscribers": 30400000,
+          "video views": 14037426379.0,
+          "category": "Music",
+          "Title": "Trap Nation",
+          "uploads": 2725,
+          "Country": "United States",
+          "Abbreviation": "US",
+          "channel_type": "Music",
+          "video_views_rank": 255.0,
+          "country_rank": 46.0,
+          "channel_type_rank": 51.0,
+          "video_views_for_the_last_30_days": 45822000.0,
+          "lowest_monthly_earnings": 11500.0,
+          "highest_monthly_earnings": 183300.0,
+          "lowest_yearly_earnings": 137500.0,
+          "highest_yearly_earnings": 2200000.0,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2012.0,
+          "created_month": "Sep",
+          "created_date": 23.0,
+          "Gross tertiary education enrollment (%)": 88.2,
+          "Population": 328239523.0,
+          "Unemployment rate": 14.7,
+          "Urban_population": 270663028.0,
+          "Latitude": 37.09024,
+          "Longitude": -95.712891
+        }
+      },
+      {
+        "scenario_id": "150",
+        "features": {
+          "rank": 613,
+          "Youtuber": "Camilo",
+          "subscribers": 15900000,
+          "video views": 6802382479.0,
+          "category": "Music",
+          "Title": "Camilo",
+          "uploads": 132,
+          "Country": "Colombia",
+          "Abbreviation": "CO",
+          "channel_type": "Music",
+          "video_views_rank": 871.0,
+          "country_rank": 8.0,
+          "channel_type_rank": 120.0,
+          "video_views_for_the_last_30_days": 59890000.0,
+          "lowest_monthly_earnings": 15000.0,
+          "highest_monthly_earnings": 239600.0,
+          "lowest_yearly_earnings": 179700.0,
+          "highest_yearly_earnings": 2900000.0,
+          "subscribers_for_last_30_days": 100000.0,
+          "created_year": 2010.0,
+          "created_month": "Jul",
+          "created_date": 29.0,
+          "Gross tertiary education enrollment (%)": 55.3,
+          "Population": 50339443.0,
+          "Unemployment rate": 9.71,
+          "Urban_population": 40827302.0,
+          "Latitude": 4.570868,
+          "Longitude": -74.297333
+        }
+      },
+      {
+        "scenario_id": "151",
+        "features": {
+          "rank": 558,
+          "Youtuber": "SriBalajiMovies",
+          "subscribers": 16600000,
+          "video views": 9439857193.0,
+          "category": "Entertainment",
+          "Title": "SriBalajiMovies",
+          "uploads": 20102,
+          "Country": "India",
+          "Abbreviation": "IN",
+          "channel_type": "Entertainment",
+          "video_views_rank": 497.0,
+          "country_rank": 91.0,
+          "channel_type_rank": 132.0,
+          "video_views_for_the_last_30_days": 154049000.0,
+          "lowest_monthly_earnings": 38500.0,
+          "highest_monthly_earnings": 616200.0,
+          "lowest_yearly_earnings": 462100.0,
+          "highest_yearly_earnings": 7400000.0,
+          "subscribers_for_last_30_days": 200000.0,
+          "created_year": 2011.0,
+          "created_month": "Sep",
+          "created_date": 29.0,
+          "Gross tertiary education enrollment (%)": 28.1,
+          "Population": 1366417754.0,
+          "Unemployment rate": 5.36,
+          "Urban_population": 471031528.0,
+          "Latitude": 20.593684,
+          "Longitude": 78.96288
+        }
+      },
+      {
+        "scenario_id": "152",
+        "features": {
+          "rank": 709,
+          "Youtuber": "Meghan Trainor",
+          "subscribers": 14800000,
+          "video views": 8649303688.0,
+          "category": "People & Blogs",
+          "Title": "Meghan Trainor",
+          "uploads": 233,
+          "Country": "United States",
+          "Abbreviation": "US",
+          "channel_type": "Music",
+          "video_views_rank": 580.0,
+          "country_rank": 153.0,
+          "channel_type_rank": 130.0,
+          "video_views_for_the_last_30_days": 51645000.0,
+          "lowest_monthly_earnings": 12900.0,
+          "highest_monthly_earnings": 206600.0,
+          "lowest_yearly_earnings": 154900.0,
+          "highest_yearly_earnings": 2500000.0,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2008.0,
+          "created_month": "Jun",
+          "created_date": 4.0,
+          "Gross tertiary education enrollment (%)": 88.2,
+          "Population": 328239523.0,
+          "Unemployment rate": 14.7,
+          "Urban_population": 270663028.0,
+          "Latitude": 37.09024,
+          "Longitude": -95.712891
+        }
+      },
+      {
+        "scenario_id": "153",
+        "features": {
+          "rank": 50,
+          "Youtuber": "SonyMusicIndiaVEVO",
+          "subscribers": 46600000,
+          "video views": 27286058807.0,
+          "category": "Music",
+          "Title": "SonyMusicIndiaVEVO",
+          "uploads": 3444,
+          "Country": "United States",
+          "Abbreviation": "US",
+          "channel_type": "Music",
+          "video_views_rank": 55.0,
+          "country_rank": 17.0,
+          "channel_type_rank": 22.0,
+          "video_views_for_the_last_30_days": 314505000.0,
+          "lowest_monthly_earnings": 78600.0,
+          "highest_monthly_earnings": 1300000.0,
+          "lowest_yearly_earnings": 943500.0,
+          "highest_yearly_earnings": 15100000.0,
+          "subscribers_for_last_30_days": 400000.0,
+          "created_year": 2009.0,
+          "created_month": "Sep",
+          "created_date": 2.0,
+          "Gross tertiary education enrollment (%)": 88.2,
+          "Population": 328239523.0,
+          "Unemployment rate": 14.7,
+          "Urban_population": 270663028.0,
+          "Latitude": 37.09024,
+          "Longitude": -95.712891
+        }
+      },
+      {
+        "scenario_id": "154",
+        "features": {
+          "rank": 148,
+          "Youtuber": "Lucas and Marcus",
+          "subscribers": 31600000,
+          "video views": 11615848291.0,
+          "category": "Entertainment",
+          "Title": "Lucas and Marcus",
+          "uploads": 1321,
+          "Country": "United States",
+          "Abbreviation": "US",
+          "channel_type": "Entertainment",
+          "video_views_rank": 339.0,
+          "country_rank": 42.0,
+          "channel_type_rank": 43.0,
+          "video_views_for_the_last_30_days": 312099000.0,
+          "lowest_monthly_earnings": 78000.0,
+          "highest_monthly_earnings": 1200000.0,
+          "lowest_yearly_earnings": 936300.0,
+          "highest_yearly_earnings": 15000000.0,
+          "subscribers_for_last_30_days": 400000.0,
+          "created_year": 2011.0,
+          "created_month": "Jan",
+          "created_date": 19.0,
+          "Gross tertiary education enrollment (%)": 88.2,
+          "Population": 328239523.0,
+          "Unemployment rate": 14.7,
+          "Urban_population": 270663028.0,
+          "Latitude": 37.09024,
+          "Longitude": -95.712891
+        }
+      },
+      {
+        "scenario_id": "155",
+        "features": {
+          "rank": 843,
+          "Youtuber": "Awakening Music",
+          "subscribers": 13500000,
+          "video views": 5545936485.0,
+          "category": "Music",
+          "Title": "Awakening Music",
+          "uploads": 814,
+          "Country": "United Kingdom",
+          "Abbreviation": "GB",
+          "channel_type": "Music",
+          "video_views_rank": 1183.0,
+          "country_rank": 30.0,
+          "channel_type_rank": 140.0,
+          "video_views_for_the_last_30_days": 35309000.0,
+          "lowest_monthly_earnings": 8800.0,
+          "highest_monthly_earnings": 141200.0,
+          "lowest_yearly_earnings": 105900.0,
+          "highest_yearly_earnings": 1700000.0,
+          "subscribers_for_last_30_days": 100000.0,
+          "created_year": 2006.0,
+          "created_month": "Dec",
+          "created_date": 25.0,
+          "Gross tertiary education enrollment (%)": 60.0,
+          "Population": 66834405.0,
+          "Unemployment rate": 3.85,
+          "Urban_population": 55908316.0,
+          "Latitude": 55.378051,
+          "Longitude": -3.435973
+        }
+      },
+      {
+        "scenario_id": "156",
+        "features": {
+          "rank": 676,
+          "Youtuber": "AdeleVEVO",
+          "subscribers": 15100000,
+          "video views": 12413869881.0,
+          "category": "Music",
+          "Title": "AdeleVEVO",
+          "uploads": 52,
+          "Country": "United Kingdom",
+          "Abbreviation": "GB",
+          "channel_type": "Music",
+          "video_views_rank": 309.0,
+          "country_rank": 25.0,
+          "channel_type_rank": 127.0,
+          "video_views_for_the_last_30_days": 84750000.0,
+          "lowest_monthly_earnings": 21200.0,
+          "highest_monthly_earnings": 339000.0,
+          "lowest_yearly_earnings": 254300.0,
+          "highest_yearly_earnings": 4100000.0,
+          "subscribers_for_last_30_days": 100000.0,
+          "created_year": 2009.0,
+          "created_month": "Oct",
+          "created_date": 15.0,
+          "Gross tertiary education enrollment (%)": 60.0,
+          "Population": 66834405.0,
+          "Unemployment rate": 3.85,
+          "Urban_population": 55908316.0,
+          "Latitude": 55.378051,
+          "Longitude": -3.435973
+        }
+      },
+      {
+        "scenario_id": "157",
+        "features": {
+          "rank": 660,
+          "Youtuber": "NDTV India",
+          "subscribers": 15200000,
+          "video views": 6624168155.0,
+          "category": "News & Politics",
+          "Title": "NDTV India",
+          "uploads": 91704,
+          "Country": "India",
+          "Abbreviation": "IN",
+          "channel_type": "News",
+          "video_views_rank": 900.0,
+          "country_rank": 101.0,
+          "channel_type_rank": 16.0,
+          "video_views_for_the_last_30_days": 49662000.0,
+          "lowest_monthly_earnings": 12400.0,
+          "highest_monthly_earnings": 198600.0,
+          "lowest_yearly_earnings": 149000.0,
+          "highest_yearly_earnings": 2400000.0,
+          "subscribers_for_last_30_days": 100000.0,
+          "created_year": 2008.0,
+          "created_month": "Jan",
+          "created_date": 19.0,
+          "Gross tertiary education enrollment (%)": 28.1,
+          "Population": 1366417754.0,
+          "Unemployment rate": 5.36,
+          "Urban_population": 471031528.0,
+          "Latitude": 20.593684,
+          "Longitude": 78.96288
+        }
+      },
+      {
+        "scenario_id": "158",
+        "features": {
+          "rank": 506,
+          "Youtuber": "zbing z.",
+          "subscribers": 17600000,
+          "video views": 9269174070.0,
+          "category": "Gaming",
+          "Title": "zbing z.",
+          "uploads": 3151,
+          "Country": "Thailand",
+          "Abbreviation": "TH",
+          "channel_type": "Games",
+          "video_views_rank": 511.0,
+          "country_rank": 7.0,
+          "channel_type_rank": 36.0,
+          "video_views_for_the_last_30_days": 55127000.0,
+          "lowest_monthly_earnings": 13800.0,
+          "highest_monthly_earnings": 220500.0,
+          "lowest_yearly_earnings": 165400.0,
+          "highest_yearly_earnings": 2600000.0,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2014.0,
+          "created_month": "Mar",
+          "created_date": 12.0,
+          "Gross tertiary education enrollment (%)": 49.3,
+          "Population": 69625582.0,
+          "Unemployment rate": 0.75,
+          "Urban_population": 35294600.0,
+          "Latitude": 15.870032,
+          "Longitude": 100.992541
+        }
+      },
+      {
+        "scenario_id": "159",
+        "features": {
+          "rank": 821,
+          "Youtuber": "Think Music India",
+          "subscribers": 13800000,
+          "video views": 11039343563.0,
+          "category": "Music",
+          "Title": "Think Music India",
+          "uploads": 4978,
+          "Country": "India",
+          "Abbreviation": "IN",
+          "channel_type": "Music",
+          "video_views_rank": 374.0,
+          "country_rank": 112.0,
+          "channel_type_rank": 137.0,
+          "video_views_for_the_last_30_days": 217106000.0,
+          "lowest_monthly_earnings": 54300.0,
+          "highest_monthly_earnings": 868400.0,
+          "lowest_yearly_earnings": 651300.0,
+          "highest_yearly_earnings": 10400000.0,
+          "subscribers_for_last_30_days": 200000.0,
+          "created_year": 2009.0,
+          "created_month": "Aug",
+          "created_date": 15.0,
+          "Gross tertiary education enrollment (%)": 28.1,
+          "Population": 1366417754.0,
+          "Unemployment rate": 5.36,
+          "Urban_population": 471031528.0,
+          "Latitude": 20.593684,
+          "Longitude": 78.96288
+        }
+      },
+      {
+        "scenario_id": "160",
+        "features": {
+          "rank": 887,
+          "Youtuber": "Ryan Trahan",
+          "subscribers": 13100000,
+          "video views": 2182651464.0,
+          "category": "Entertainment",
+          "Title": "Ryan Trahan",
+          "uploads": 33,
+          "Country": "United States",
+          "Abbreviation": "US",
+          "channel_type": "People",
+          "video_views_rank": 4051001.0,
+          "country_rank": 7683.0,
+          "channel_type_rank": 7670.0,
+          "video_views_for_the_last_30_days": 248.0,
+          "lowest_monthly_earnings": 0.06,
+          "highest_monthly_earnings": 0.99,
+          "lowest_yearly_earnings": 0.74,
+          "highest_yearly_earnings": 12.0,
+          "subscribers_for_last_30_days": 1.0,
+          "created_year": 2022.0,
+          "created_month": "Jun",
+          "created_date": 27.0,
+          "Gross tertiary education enrollment (%)": 88.2,
+          "Population": 328239523.0,
+          "Unemployment rate": 14.7,
+          "Urban_population": 270663028.0,
+          "Latitude": 37.09024,
+          "Longitude": -95.712891
+        }
+      },
+      {
+        "scenario_id": "161",
+        "features": {
+          "rank": 507,
+          "Youtuber": "MissaSinfonia",
+          "subscribers": 17600000,
+          "video views": 2274007523.0,
+          "category": "Comedy",
+          "Title": "MissaSinfonia",
+          "uploads": 233,
+          "Country": "Mexico",
+          "Abbreviation": "MX",
+          "channel_type": "Comedy",
+          "video_views_rank": 4139.0,
+          "country_rank": 17.0,
+          "channel_type_rank": 25.0,
+          "video_views_for_the_last_30_days": 27445000.0,
+          "lowest_monthly_earnings": 6900.0,
+          "highest_monthly_earnings": 109800.0,
+          "lowest_yearly_earnings": 82300.0,
+          "highest_yearly_earnings": 1300000.0,
+          "subscribers_for_last_30_days": 100000.0,
+          "created_year": 2011.0,
+          "created_month": "Jan",
+          "created_date": 5.0,
+          "Gross tertiary education enrollment (%)": 40.2,
+          "Population": 126014024.0,
+          "Unemployment rate": 3.42,
+          "Urban_population": 102626859.0,
+          "Latitude": 23.634501,
+          "Longitude": -102.552784
+        }
+      },
+      {
+        "scenario_id": "162",
+        "features": {
+          "rank": 695,
+          "Youtuber": "MNCTV OFFICIAL",
+          "subscribers": 14900000,
+          "video views": 8074260978.0,
+          "category": "Entertainment",
+          "Title": "MNCTV OFFICIAL",
+          "uploads": 66362,
+          "Country": "Indonesia",
+          "Abbreviation": "ID",
+          "channel_type": "Entertainment",
+          "video_views_rank": 639.0,
+          "country_rank": 26.0,
+          "channel_type_rank": 146.0,
+          "video_views_for_the_last_30_days": 43581000.0,
+          "lowest_monthly_earnings": 10900.0,
+          "highest_monthly_earnings": 174300.0,
+          "lowest_yearly_earnings": 130700.0,
+          "highest_yearly_earnings": 2100000.0,
+          "subscribers_for_last_30_days": 100000.0,
+          "created_year": 2012.0,
+          "created_month": "Nov",
+          "created_date": 29.0,
+          "Gross tertiary education enrollment (%)": 36.3,
+          "Population": 270203917.0,
+          "Unemployment rate": 4.69,
+          "Urban_population": 151509724.0,
+          "Latitude": -0.789275,
+          "Longitude": 113.921327
+        }
+      },
+      {
+        "scenario_id": "163",
+        "features": {
+          "rank": 950,
+          "Youtuber": "People Vs Food",
+          "subscribers": 12500000,
+          "video views": 1136534702.0,
+          "category": "Entertainment",
+          "Title": "People Vs Food",
+          "uploads": 601,
+          "Country": "United States",
+          "Abbreviation": "US",
+          "channel_type": "Entertainment",
+          "video_views_rank": 9980.0,
+          "country_rank": 175.0,
+          "channel_type_rank": 171.0,
+          "video_views_for_the_last_30_days": 15340000.0,
+          "lowest_monthly_earnings": 3800.0,
+          "highest_monthly_earnings": 61400.0,
+          "lowest_yearly_earnings": 46000.0,
+          "highest_yearly_earnings": 736300.0,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2013.0,
+          "created_month": "Jul",
+          "created_date": 30.0,
+          "Gross tertiary education enrollment (%)": 88.2,
+          "Population": 328239523.0,
+          "Unemployment rate": 14.7,
+          "Urban_population": 270663028.0,
+          "Latitude": 37.09024,
+          "Longitude": -95.712891
+        }
+      },
+      {
+        "scenario_id": "164",
+        "features": {
+          "rank": 439,
+          "Youtuber": "KBS WORLD TV",
+          "subscribers": 19000000,
+          "video views": 15126092508.0,
+          "category": "Entertainment",
+          "Title": "KBS WORLD TV",
+          "uploads": 64496,
+          "Country": "South Korea",
+          "Abbreviation": "KR",
+          "channel_type": "Entertainment",
+          "video_views_rank": 217.0,
+          "country_rank": 8.0,
+          "channel_type_rank": 111.0,
+          "video_views_for_the_last_30_days": 107989000.0,
+          "lowest_monthly_earnings": 27000.0,
+          "highest_monthly_earnings": 432000.0,
+          "lowest_yearly_earnings": 324000.0,
+          "highest_yearly_earnings": 5200000.0,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2007.0,
+          "created_month": "Jan",
+          "created_date": 6.0,
+          "Gross tertiary education enrollment (%)": 94.3,
+          "Population": 51709098.0,
+          "Unemployment rate": 4.15,
+          "Urban_population": 42106719.0,
+          "Latitude": 35.907757,
+          "Longitude": 127.766922
+        }
+      },
+      {
+        "scenario_id": "165",
+        "features": {
+          "rank": 33,
+          "Youtuber": "Wave Music",
+          "subscribers": 58000000,
+          "video views": 40602020243.0,
+          "category": "Music",
+          "Title": "Wave Music",
+          "uploads": 19487,
+          "Country": "India",
+          "Abbreviation": "IN",
+          "channel_type": "Music",
+          "video_views_rank": 21.0,
+          "country_rank": 12.0,
+          "channel_type_rank": 12.0,
+          "video_views_for_the_last_30_days": 232025000.0,
+          "lowest_monthly_earnings": 58000.0,
+          "highest_monthly_earnings": 928100.0,
+          "lowest_yearly_earnings": 696100.0,
+          "highest_yearly_earnings": 11100000.0,
+          "subscribers_for_last_30_days": 500000.0,
+          "created_year": 2014.0,
+          "created_month": "Oct",
+          "created_date": 29.0,
+          "Gross tertiary education enrollment (%)": 28.1,
+          "Population": 1366417754.0,
+          "Unemployment rate": 5.36,
+          "Urban_population": 471031528.0,
+          "Latitude": 20.593684,
+          "Longitude": 78.96288
+        }
+      },
+      {
+        "scenario_id": "166",
+        "features": {
+          "rank": 242,
+          "Youtuber": "Anuel AA",
+          "subscribers": 25000000,
+          "video views": 14827085149.0,
+          "category": "Music",
+          "Title": "Anuel AA",
+          "uploads": 147,
+          "Country": "Colombia",
+          "Abbreviation": "CO",
+          "channel_type": "Music",
+          "video_views_rank": 225.0,
+          "country_rank": 6.0,
+          "channel_type_rank": 73.0,
+          "video_views_for_the_last_30_days": 284144000.0,
+          "lowest_monthly_earnings": 71000.0,
+          "highest_monthly_earnings": 1100000.0,
+          "lowest_yearly_earnings": 852400.0,
+          "highest_yearly_earnings": 13600000.0,
+          "subscribers_for_last_30_days": 300000.0,
+          "created_year": 2016.0,
+          "created_month": "Sep",
+          "created_date": 8.0,
+          "Gross tertiary education enrollment (%)": 55.3,
+          "Population": 50339443.0,
+          "Unemployment rate": 9.71,
+          "Urban_population": 40827302.0,
+          "Latitude": 4.570868,
+          "Longitude": -74.297333
+        }
+      },
+      {
+        "scenario_id": "167",
+        "features": {
+          "rank": 93,
+          "Youtuber": "Like Nastya ESP",
+          "subscribers": 37600000,
+          "video views": 18208196857.0,
+          "category": "Entertainment",
+          "Title": "Like Nastya ESP",
+          "uploads": 743,
+          "Country": "United States",
+          "Abbreviation": "US",
+          "channel_type": "Entertainment",
+          "video_views_rank": 145.0,
+          "country_rank": 29.0,
+          "channel_type_rank": 28.0,
+          "video_views_for_the_last_30_days": 321026000.0,
+          "lowest_monthly_earnings": 80300.0,
+          "highest_monthly_earnings": 1300000.0,
+          "lowest_yearly_earnings": 963100.0,
+          "highest_yearly_earnings": 15400000.0,
+          "subscribers_for_last_30_days": 700000.0,
+          "created_year": 2017.0,
+          "created_month": "Apr",
+          "created_date": 22.0,
+          "Gross tertiary education enrollment (%)": 88.2,
+          "Population": 328239523.0,
+          "Unemployment rate": 14.7,
+          "Urban_population": 270663028.0,
+          "Latitude": 37.09024,
+          "Longitude": -95.712891
+        }
+      },
+      {
+        "scenario_id": "168",
+        "features": {
+          "rank": 751,
+          "Youtuber": "Hear This Music",
+          "subscribers": 14500000,
+          "video views": 9201428420.0,
+          "category": "Music",
+          "Title": "Hear This Music",
+          "uploads": 39,
+          "Country": null,
+          "Abbreviation": null,
+          "channel_type": "Music",
+          "video_views_rank": 518.0,
+          "country_rank": 4.0,
+          "channel_type_rank": 132.0,
+          "video_views_for_the_last_30_days": 48193000.0,
+          "lowest_monthly_earnings": 12000.0,
+          "highest_monthly_earnings": 192800.0,
+          "lowest_yearly_earnings": 144600.0,
+          "highest_yearly_earnings": 2300000.0,
+          "subscribers_for_last_30_days": 100000.0,
+          "created_year": 2016.0,
+          "created_month": "Feb",
+          "created_date": 13.0,
+          "Gross tertiary education enrollment (%)": null,
+          "Population": null,
+          "Unemployment rate": null,
+          "Urban_population": null,
+          "Latitude": null,
+          "Longitude": null
+        }
+      },
+      {
+        "scenario_id": "169",
+        "features": {
+          "rank": 141,
+          "Youtuber": "SMTOWN",
+          "subscribers": 31900000,
+          "video views": 27330239663.0,
+          "category": "Music",
+          "Title": "SMTOWN",
+          "uploads": 4158,
+          "Country": null,
+          "Abbreviation": null,
+          "channel_type": "Music",
+          "video_views_rank": 53.0,
+          "country_rank": null,
+          "channel_type_rank": 47.0,
+          "video_views_for_the_last_30_days": 233402000.0,
+          "lowest_monthly_earnings": 58400.0,
+          "highest_monthly_earnings": 933600.0,
+          "lowest_yearly_earnings": 700200.0,
+          "highest_yearly_earnings": 11200000.0,
+          "subscribers_for_last_30_days": 100000.0,
+          "created_year": 2006.0,
+          "created_month": "Mar",
+          "created_date": 18.0,
+          "Gross tertiary education enrollment (%)": null,
+          "Population": null,
+          "Unemployment rate": null,
+          "Urban_population": null,
+          "Latitude": null,
+          "Longitude": null
+        }
+      },
+      {
+        "scenario_id": "170",
+        "features": {
+          "rank": 914,
+          "Youtuber": "gymvirtual",
+          "subscribers": 12900000,
+          "video views": 2509752944.0,
+          "category": "Sports",
+          "Title": "gymvirtual",
+          "uploads": 1572,
+          "Country": "Spain",
+          "Abbreviation": "ES",
+          "channel_type": "Sports",
+          "video_views_rank": 3645.0,
+          "country_rank": 17.0,
+          "channel_type_rank": 12.0,
+          "video_views_for_the_last_30_days": 11993000.0,
+          "lowest_monthly_earnings": 3000.0,
+          "highest_monthly_earnings": 48000.0,
+          "lowest_yearly_earnings": 36000.0,
+          "highest_yearly_earnings": 575700.0,
+          "subscribers_for_last_30_days": 100000.0,
+          "created_year": 2010.0,
+          "created_month": "Nov",
+          "created_date": 1.0,
+          "Gross tertiary education enrollment (%)": 88.9,
+          "Population": 47076781.0,
+          "Unemployment rate": 13.96,
+          "Urban_population": 37927409.0,
+          "Latitude": 40.463667,
+          "Longitude": -3.74922
+        }
+      },
+      {
+        "scenario_id": "171",
+        "features": {
+          "rank": 918,
+          "Youtuber": "AlArabiya ����ï¿",
+          "subscribers": 12900000,
+          "video views": 7520379951.0,
+          "category": "People & Blogs",
+          "Title": "AlArabiya ����ï¿",
+          "uploads": 169304,
+          "Country": "United Arab Emirates",
+          "Abbreviation": "AE",
+          "channel_type": "News",
+          "video_views_rank": 737.0,
+          "country_rank": 8.0,
+          "channel_type_rank": 23.0,
+          "video_views_for_the_last_30_days": 80219000.0,
+          "lowest_monthly_earnings": 20100.0,
+          "highest_monthly_earnings": 320900.0,
+          "lowest_yearly_earnings": 240700.0,
+          "highest_yearly_earnings": 3900000.0,
+          "subscribers_for_last_30_days": 100000.0,
+          "created_year": 2006.0,
+          "created_month": "Sep",
+          "created_date": 19.0,
+          "Gross tertiary education enrollment (%)": 36.8,
+          "Population": 9770529.0,
+          "Unemployment rate": 2.35,
+          "Urban_population": 8479744.0,
+          "Latitude": 23.424076,
+          "Longitude": 53.847818
+        }
+      },
+      {
+        "scenario_id": "172",
+        "features": {
+          "rank": 391,
+          "Youtuber": "MiawAug",
+          "subscribers": 20200000,
+          "video views": 6098644584.0,
+          "category": "Gaming",
+          "Title": "MiawAug",
+          "uploads": 3713,
+          "Country": "Indonesia",
+          "Abbreviation": "ID",
+          "channel_type": "Games",
+          "video_views_rank": 1023.0,
+          "country_rank": 11.0,
+          "channel_type_rank": 27.0,
+          "video_views_for_the_last_30_days": 64489000.0,
+          "lowest_monthly_earnings": 16100.0,
+          "highest_monthly_earnings": 258000.0,
+          "lowest_yearly_earnings": 193500.0,
+          "highest_yearly_earnings": 3100000.0,
+          "subscribers_for_last_30_days": 200000.0,
+          "created_year": 2014.0,
+          "created_month": "Mar",
+          "created_date": 15.0,
+          "Gross tertiary education enrollment (%)": 36.3,
+          "Population": 270203917.0,
+          "Unemployment rate": 4.69,
+          "Urban_population": 151509724.0,
+          "Latitude": -0.789275,
+          "Longitude": 113.921327
+        }
+      },
+      {
+        "scenario_id": "173",
+        "features": {
+          "rank": 447,
+          "Youtuber": "Farruko",
+          "subscribers": 18800000,
+          "video views": 9573641299.0,
+          "category": "Music",
+          "Title": "Farruko",
+          "uploads": 217,
+          "Country": "United States",
+          "Abbreviation": "US",
+          "channel_type": "Music",
+          "video_views_rank": 485.0,
+          "country_rank": 117.0,
+          "channel_type_rank": 100.0,
+          "video_views_for_the_last_30_days": 97758000.0,
+          "lowest_monthly_earnings": 24400.0,
+          "highest_monthly_earnings": 391000.0,
+          "lowest_yearly_earnings": 293300.0,
+          "highest_yearly_earnings": 4700000.0,
+          "subscribers_for_last_30_days": 100000.0,
+          "created_year": 2009.0,
+          "created_month": "Oct",
+          "created_date": 30.0,
+          "Gross tertiary education enrollment (%)": 88.2,
+          "Population": 328239523.0,
+          "Unemployment rate": 14.7,
+          "Urban_population": 270663028.0,
+          "Latitude": 37.09024,
+          "Longitude": -95.712891
+        }
+      },
+      {
+        "scenario_id": "174",
+        "features": {
+          "rank": 895,
+          "Youtuber": "ýýýýýýýýýýýýýýý Ms Yeah",
+          "subscribers": 13100000,
+          "video views": 4399833602.0,
+          "category": "People & Blogs",
+          "Title": "ýýýýýýýýýýýýýýý Ms Yeah",
+          "uploads": 435,
+          "Country": "United States",
+          "Abbreviation": "US",
+          "channel_type": "Howto",
+          "video_views_rank": 1650.0,
+          "country_rank": 169.0,
+          "channel_type_rank": 34.0,
+          "video_views_for_the_last_30_days": 60661000.0,
+          "lowest_monthly_earnings": 15200.0,
+          "highest_monthly_earnings": 242600.0,
+          "lowest_yearly_earnings": 182000.0,
+          "highest_yearly_earnings": 2900000.0,
+          "subscribers_for_last_30_days": 100000.0,
+          "created_year": 2017.0,
+          "created_month": "Feb",
+          "created_date": 15.0,
+          "Gross tertiary education enrollment (%)": 88.2,
+          "Population": 328239523.0,
+          "Unemployment rate": 14.7,
+          "Urban_population": 270663028.0,
+          "Latitude": 37.09024,
+          "Longitude": -95.712891
+        }
+      },
+      {
+        "scenario_id": "175",
+        "features": {
+          "rank": 415,
+          "Youtuber": "AS Gaming",
+          "subscribers": 19600000,
+          "video views": 2851024430.0,
+          "category": "Gaming",
+          "Title": "ASGaming",
+          "uploads": 17,
+          "Country": "United States",
+          "Abbreviation": "US",
+          "channel_type": "Games",
+          "video_views_rank": 3857915.0,
+          "country_rank": 7711.0,
+          "channel_type_rank": 7464.0,
+          "video_views_for_the_last_30_days": 23.0,
+          "lowest_monthly_earnings": 0.01,
+          "highest_monthly_earnings": 0.09,
+          "lowest_yearly_earnings": 0.07,
+          "highest_yearly_earnings": 1.0,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2009.0,
+          "created_month": "Mar",
+          "created_date": 5.0,
+          "Gross tertiary education enrollment (%)": 88.2,
+          "Population": 328239523.0,
+          "Unemployment rate": 14.7,
+          "Urban_population": 270663028.0,
+          "Latitude": 37.09024,
+          "Longitude": -95.712891
+        }
+      },
+      {
+        "scenario_id": "177",
+        "features": {
+          "rank": 298,
+          "Youtuber": "White Hill Music",
+          "subscribers": 23000000,
+          "video views": 10939966484.0,
+          "category": "Entertainment",
+          "Title": "White Hill Music",
+          "uploads": 5718,
+          "Country": "India",
+          "Abbreviation": "IN",
+          "channel_type": "Music",
+          "video_views_rank": 382.0,
+          "country_rank": 60.0,
+          "channel_type_rank": 82.0,
+          "video_views_for_the_last_30_days": 93183000.0,
+          "lowest_monthly_earnings": 23300.0,
+          "highest_monthly_earnings": 372700.0,
+          "lowest_yearly_earnings": 279500.0,
+          "highest_yearly_earnings": 4500000.0,
+          "subscribers_for_last_30_days": 100000.0,
+          "created_year": 2014.0,
+          "created_month": "Mar",
+          "created_date": 23.0,
+          "Gross tertiary education enrollment (%)": 28.1,
+          "Population": 1366417754.0,
+          "Unemployment rate": 5.36,
+          "Urban_population": 471031528.0,
+          "Latitude": 20.593684,
+          "Longitude": 78.96288
+        }
+      },
+      {
+        "scenario_id": "178",
+        "features": {
+          "rank": 398,
+          "Youtuber": "5-Minute Crafts PLAY",
+          "subscribers": 20100000,
+          "video views": 6119294270.0,
+          "category": "Howto & Style",
+          "Title": "5-Minute Crafts PLAY",
+          "uploads": 5491,
+          "Country": "United States",
+          "Abbreviation": "US",
+          "channel_type": "Howto",
+          "video_views_rank": 1014.0,
+          "country_rank": 108.0,
+          "channel_type_rank": 12.0,
+          "video_views_for_the_last_30_days": 105784000.0,
+          "lowest_monthly_earnings": 26400.0,
+          "highest_monthly_earnings": 423100.0,
+          "lowest_yearly_earnings": 317400.0,
+          "highest_yearly_earnings": 5100000.0,
+          "subscribers_for_last_30_days": 100000.0,
+          "created_year": 2017.0,
+          "created_month": "Oct",
+          "created_date": 30.0,
+          "Gross tertiary education enrollment (%)": 88.2,
+          "Population": 328239523.0,
+          "Unemployment rate": 14.7,
+          "Urban_population": 270663028.0,
+          "Latitude": 37.09024,
+          "Longitude": -95.712891
+        }
+      },
+      {
+        "scenario_id": "179",
+        "features": {
+          "rank": 254,
+          "Youtuber": "Pen Movies",
+          "subscribers": 24300000,
+          "video views": 6608773195.0,
+          "category": "Film & Animation",
+          "Title": "Pen Movies",
+          "uploads": 1667,
+          "Country": "India",
+          "Abbreviation": "IN",
+          "channel_type": "Film",
+          "video_views_rank": 903.0,
+          "country_rank": 53.0,
+          "channel_type_rank": 17.0,
+          "video_views_for_the_last_30_days": 94853000.0,
+          "lowest_monthly_earnings": 23700.0,
+          "highest_monthly_earnings": 379400.0,
+          "lowest_yearly_earnings": 284600.0,
+          "highest_yearly_earnings": 4600000.0,
+          "subscribers_for_last_30_days": 300000.0,
+          "created_year": 2014.0,
+          "created_month": "Mar",
+          "created_date": 25.0,
+          "Gross tertiary education enrollment (%)": 28.1,
+          "Population": 1366417754.0,
+          "Unemployment rate": 5.36,
+          "Urban_population": 471031528.0,
+          "Latitude": 20.593684,
+          "Longitude": 78.96288
+        }
+      },
+      {
+        "scenario_id": "180",
+        "features": {
+          "rank": 724,
+          "Youtuber": "ABC News",
+          "subscribers": 14700000,
+          "video views": 12961669452.0,
+          "category": "News & Politics",
+          "Title": "ABC News",
+          "uploads": 80830,
+          "Country": "United States",
+          "Abbreviation": "US",
+          "channel_type": "News",
+          "video_views_rank": 289.0,
+          "country_rank": 154.0,
+          "channel_type_rank": 18.0,
+          "video_views_for_the_last_30_days": 185709000.0,
+          "lowest_monthly_earnings": 46400.0,
+          "highest_monthly_earnings": 742800.0,
+          "lowest_yearly_earnings": 557100.0,
+          "highest_yearly_earnings": 8900000.0,
+          "subscribers_for_last_30_days": 100000.0,
+          "created_year": 2006.0,
+          "created_month": "Aug",
+          "created_date": 7.0,
+          "Gross tertiary education enrollment (%)": 88.2,
+          "Population": 328239523.0,
+          "Unemployment rate": 14.7,
+          "Urban_population": 270663028.0,
+          "Latitude": 37.09024,
+          "Longitude": -95.712891
+        }
+      },
+      {
+        "scenario_id": "181",
+        "features": {
+          "rank": 634,
+          "Youtuber": "Henrique e Juliano",
+          "subscribers": 15500000,
+          "video views": 14619523361.0,
+          "category": "Music",
+          "Title": "Henrique e Juliano",
+          "uploads": 325,
+          "Country": "Brazil",
+          "Abbreviation": "BR",
+          "channel_type": "Music",
+          "video_views_rank": 236.0,
+          "country_rank": 35.0,
+          "channel_type_rank": 123.0,
+          "video_views_for_the_last_30_days": 163678000.0,
+          "lowest_monthly_earnings": 40900.0,
+          "highest_monthly_earnings": 654700.0,
+          "lowest_yearly_earnings": 491000.0,
+          "highest_yearly_earnings": 7900000.0,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2009.0,
+          "created_month": "Jun",
+          "created_date": 27.0,
+          "Gross tertiary education enrollment (%)": 51.3,
+          "Population": 212559417.0,
+          "Unemployment rate": 12.08,
+          "Urban_population": 183241641.0,
+          "Latitude": -14.235004,
+          "Longitude": -51.92528
+        }
+      },
+      {
+        "scenario_id": "182",
+        "features": {
+          "rank": 195,
+          "Youtuber": "Wiz Khalifa",
+          "subscribers": 27500000,
+          "video views": 13379395501.0,
+          "category": "Music",
+          "Title": "Wiz Khalifa",
+          "uploads": 682,
+          "Country": "United States",
+          "Abbreviation": "US",
+          "channel_type": "Music",
+          "video_views_rank": 275.0,
+          "country_rank": 57.0,
+          "channel_type_rank": 63.0,
+          "video_views_for_the_last_30_days": 90450000.0,
+          "lowest_monthly_earnings": 22600.0,
+          "highest_monthly_earnings": 361800.0,
+          "lowest_yearly_earnings": 271300.0,
+          "highest_yearly_earnings": 4300000.0,
+          "subscribers_for_last_30_days": 100000.0,
+          "created_year": 2008.0,
+          "created_month": "May",
+          "created_date": 9.0,
+          "Gross tertiary education enrollment (%)": 88.2,
+          "Population": 328239523.0,
+          "Unemployment rate": 14.7,
+          "Urban_population": 270663028.0,
+          "Latitude": 37.09024,
+          "Longitude": -95.712891
+        }
+      },
+      {
+        "scenario_id": "183",
+        "features": {
+          "rank": 325,
+          "Youtuber": "Disney Latinoam��",
+          "subscribers": 21900000,
+          "video views": 20657571751.0,
+          "category": "Entertainment",
+          "Title": "disneylatinoamerica",
+          "uploads": 116,
+          "Country": "Mexico",
+          "Abbreviation": "MX",
+          "channel_type": "Music",
+          "video_views_rank": 1277277.0,
+          "country_rank": 2973.0,
+          "channel_type_rank": 4085.0,
+          "video_views_for_the_last_30_days": 4719.0,
+          "lowest_monthly_earnings": 1.0,
+          "highest_monthly_earnings": 19.0,
+          "lowest_yearly_earnings": 14.0,
+          "highest_yearly_earnings": 227.0,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2008.0,
+          "created_month": "Apr",
+          "created_date": 7.0,
+          "Gross tertiary education enrollment (%)": 40.2,
+          "Population": 126014024.0,
+          "Unemployment rate": 3.42,
+          "Urban_population": 102626859.0,
+          "Latitude": 23.634501,
+          "Longitude": -102.552784
+        }
+      },
+      {
+        "scenario_id": "184",
+        "features": {
+          "rank": 487,
+          "Youtuber": "RobleisIUTU",
+          "subscribers": 17900000,
+          "video views": 5168721499.0,
+          "category": "Entertainment",
+          "Title": "RobleisIUTU",
+          "uploads": 1344,
+          "Country": "Argentina",
+          "Abbreviation": "AR",
+          "channel_type": "Games",
+          "video_views_rank": 1294.0,
+          "country_rank": 9.0,
+          "channel_type_rank": 35.0,
+          "video_views_for_the_last_30_days": 27545000.0,
+          "lowest_monthly_earnings": 6900.0,
+          "highest_monthly_earnings": 110200.0,
+          "lowest_yearly_earnings": 82600.0,
+          "highest_yearly_earnings": 1300000.0,
+          "subscribers_for_last_30_days": 100000.0,
+          "created_year": 2013.0,
+          "created_month": "Apr",
+          "created_date": 15.0,
+          "Gross tertiary education enrollment (%)": 90.0,
+          "Population": 44938712.0,
+          "Unemployment rate": 9.79,
+          "Urban_population": 41339571.0,
+          "Latitude": -38.416097,
+          "Longitude": -63.616672
+        }
+      },
+      {
+        "scenario_id": "185",
+        "features": {
+          "rank": 656,
+          "Youtuber": "Sony LIV",
+          "subscribers": 15200000,
+          "video views": 7151683497.0,
+          "category": "Entertainment",
+          "Title": "Sony LIV",
+          "uploads": 11099,
+          "Country": "India",
+          "Abbreviation": "IN",
+          "channel_type": "Entertainment",
+          "video_views_rank": 794.0,
+          "country_rank": 102.0,
+          "channel_type_rank": 144.0,
+          "video_views_for_the_last_30_days": 210909000.0,
+          "lowest_monthly_earnings": 52700.0,
+          "highest_monthly_earnings": 843600.0,
+          "lowest_yearly_earnings": 632700.0,
+          "highest_yearly_earnings": 10100000.0,
+          "subscribers_for_last_30_days": 300000.0,
+          "created_year": 2014.0,
+          "created_month": "May",
+          "created_date": 2.0,
+          "Gross tertiary education enrollment (%)": 28.1,
+          "Population": 1366417754.0,
+          "Unemployment rate": 5.36,
+          "Urban_population": 471031528.0,
+          "Latitude": 20.593684,
+          "Longitude": 78.96288
+        }
+      },
+      {
+        "scenario_id": "186",
+        "features": {
+          "rank": 760,
+          "Youtuber": "Coke Studio",
+          "subscribers": 14400000,
+          "video views": 4035738731.0,
+          "category": "Music",
+          "Title": "Rohail Hyatt",
+          "uploads": 450,
+          "Country": "United States",
+          "Abbreviation": "US",
+          "channel_type": "Music",
+          "video_views_rank": 23796.0,
+          "country_rank": 962.0,
+          "channel_type_rank": 836.0,
+          "video_views_for_the_last_30_days": 3557000.0,
+          "lowest_monthly_earnings": 889.0,
+          "highest_monthly_earnings": 14200.0,
+          "lowest_yearly_earnings": 10700.0,
+          "highest_yearly_earnings": 170700.0,
+          "subscribers_for_last_30_days": 10000.0,
+          "created_year": 2008.0,
+          "created_month": "Jun",
+          "created_date": 4.0,
+          "Gross tertiary education enrollment (%)": 88.2,
+          "Population": 328239523.0,
+          "Unemployment rate": 14.7,
+          "Urban_population": 270663028.0,
+          "Latitude": 37.09024,
+          "Longitude": -95.712891
+        }
+      },
+      {
+        "scenario_id": "187",
+        "features": {
+          "rank": 753,
+          "Youtuber": "ýýýýýýýýýýýýýýýýýýýýý",
+          "subscribers": 14400000,
+          "video views": 600154268.0,
+          "category": "Entertainment",
+          "Title": "ýýýýýýýýýýýýýýýýýýýýý",
+          "uploads": 364,
+          "Country": "South Korea",
+          "Abbreviation": "KR",
+          "channel_type": "Entertainment",
+          "video_views_rank": 21132.0,
+          "country_rank": 14.0,
+          "channel_type_rank": 151.0,
+          "video_views_for_the_last_30_days": 1370000.0,
+          "lowest_monthly_earnings": 342.0,
+          "highest_monthly_earnings": 5500.0,
+          "lowest_yearly_earnings": 4100.0,
+          "highest_yearly_earnings": 65700.0,
+          "subscribers_for_last_30_days": 300000.0,
+          "created_year": 2017.0,
+          "created_month": "Mar",
+          "created_date": 8.0,
+          "Gross tertiary education enrollment (%)": 94.3,
+          "Population": 51709098.0,
+          "Unemployment rate": 4.15,
+          "Urban_population": 42106719.0,
+          "Latitude": 35.907757,
+          "Longitude": 127.766922
+        }
+      },
+      {
+        "scenario_id": "188",
+        "features": {
+          "rank": 632,
+          "Youtuber": "Infobells Bangla",
+          "subscribers": 15500000,
+          "video views": 7776706184.0,
+          "category": "Education",
+          "Title": "Infobells Bangla",
+          "uploads": 359,
+          "Country": "India",
+          "Abbreviation": "IN",
+          "channel_type": "Education",
+          "video_views_rank": 687.0,
+          "country_rank": 98.0,
+          "channel_type_rank": 32.0,
+          "video_views_for_the_last_30_days": 167888000.0,
+          "lowest_monthly_earnings": 42000.0,
+          "highest_monthly_earnings": 671600.0,
+          "lowest_yearly_earnings": 503700.0,
+          "highest_yearly_earnings": 8100000.0,
+          "subscribers_for_last_30_days": 300000.0,
+          "created_year": 2016.0,
+          "created_month": "Jun",
+          "created_date": 13.0,
+          "Gross tertiary education enrollment (%)": 28.1,
+          "Population": 1366417754.0,
+          "Unemployment rate": 5.36,
+          "Urban_population": 471031528.0,
+          "Latitude": 20.593684,
+          "Longitude": 78.96288
+        }
+      },
+      {
+        "scenario_id": "189",
+        "features": {
+          "rank": 942,
+          "Youtuber": "Heidi y Zidane",
+          "subscribers": 12700000,
+          "video views": 6001189018.0,
+          "category": null,
+          "Title": "Heidi y Zidane",
+          "uploads": 600,
+          "Country": "United States",
+          "Abbreviation": "US",
+          "channel_type": "People",
+          "video_views_rank": 1052.0,
+          "country_rank": 173.0,
+          "channel_type_rank": 60.0,
+          "video_views_for_the_last_30_days": 16117000.0,
+          "lowest_monthly_earnings": 4000.0,
+          "highest_monthly_earnings": 64500.0,
+          "lowest_yearly_earnings": 48400.0,
+          "highest_yearly_earnings": 773600.0,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2019.0,
+          "created_month": "Dec",
+          "created_date": 2.0,
+          "Gross tertiary education enrollment (%)": 88.2,
+          "Population": 328239523.0,
+          "Unemployment rate": 14.7,
+          "Urban_population": 270663028.0,
+          "Latitude": 37.09024,
+          "Longitude": -95.712891
+        }
+      },
+      {
+        "scenario_id": "191",
+        "features": {
+          "rank": 610,
+          "Youtuber": "Lyna",
+          "subscribers": 15900000,
+          "video views": 6534326412.0,
+          "category": "Gaming",
+          "Title": "Lyna",
+          "uploads": 4906,
+          "Country": "Argentina",
+          "Abbreviation": "AR",
+          "channel_type": "Games",
+          "video_views_rank": 919.0,
+          "country_rank": 12.0,
+          "channel_type_rank": 43.0,
+          "video_views_for_the_last_30_days": 64085000.0,
+          "lowest_monthly_earnings": 16000.0,
+          "highest_monthly_earnings": 256300.0,
+          "lowest_yearly_earnings": 192300.0,
+          "highest_yearly_earnings": 3100000.0,
+          "subscribers_for_last_30_days": 200000.0,
+          "created_year": 2014.0,
+          "created_month": "Sep",
+          "created_date": 8.0,
+          "Gross tertiary education enrollment (%)": 90.0,
+          "Population": 44938712.0,
+          "Unemployment rate": 9.79,
+          "Urban_population": 41339571.0,
+          "Latitude": -38.416097,
+          "Longitude": -63.616672
+        }
+      },
+      {
+        "scenario_id": "192",
+        "features": {
+          "rank": 689,
+          "Youtuber": "Ray William Johnson",
+          "subscribers": 15000000,
+          "video views": 10239836582.0,
+          "category": "Entertainment",
+          "Title": "Ray William Johnson",
+          "uploads": 1803,
+          "Country": "United States",
+          "Abbreviation": "US",
+          "channel_type": "Comedy",
+          "video_views_rank": 423.0,
+          "country_rank": 151.0,
+          "channel_type_rank": 29.0,
+          "video_views_for_the_last_30_days": 312858000.0,
+          "lowest_monthly_earnings": 78200.0,
+          "highest_monthly_earnings": 1300000.0,
+          "lowest_yearly_earnings": 938600.0,
+          "highest_yearly_earnings": 15000000.0,
+          "subscribers_for_last_30_days": 200000.0,
+          "created_year": 2008.0,
+          "created_month": "May",
+          "created_date": 26.0,
+          "Gross tertiary education enrollment (%)": 88.2,
+          "Population": 328239523.0,
+          "Unemployment rate": 14.7,
+          "Urban_population": 270663028.0,
+          "Latitude": 37.09024,
+          "Longitude": -95.712891
+        }
+      },
+      {
+        "scenario_id": "193",
+        "features": {
+          "rank": 759,
+          "Youtuber": "Rclbeauty101",
+          "subscribers": 14400000,
+          "video views": 3900312631.0,
+          "category": "Comedy",
+          "Title": "Rclbeauty101",
+          "uploads": 463,
+          "Country": "United States",
+          "Abbreviation": "US",
+          "channel_type": "Entertainment",
+          "video_views_rank": 1986.0,
+          "country_rank": 157.0,
+          "channel_type_rank": 152.0,
+          "video_views_for_the_last_30_days": 8636000.0,
+          "lowest_monthly_earnings": 2200.0,
+          "highest_monthly_earnings": 34500.0,
+          "lowest_yearly_earnings": 25900.0,
+          "highest_yearly_earnings": 414500.0,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2010.0,
+          "created_month": "Dec",
+          "created_date": 14.0,
+          "Gross tertiary education enrollment (%)": 88.2,
+          "Population": 328239523.0,
+          "Unemployment rate": 14.7,
+          "Urban_population": 270663028.0,
+          "Latitude": 37.09024,
+          "Longitude": -95.712891
+        }
+      },
+      {
+        "scenario_id": "194",
+        "features": {
+          "rank": 683,
+          "Youtuber": "PlayStation",
+          "subscribers": 15000000,
+          "video views": 4741434420.0,
+          "category": "Gaming",
+          "Title": "PlayStation",
+          "uploads": 20292,
+          "Country": "United States",
+          "Abbreviation": "US",
+          "channel_type": "Games",
+          "video_views_rank": 1469.0,
+          "country_rank": 151.0,
+          "channel_type_rank": 48.0,
+          "video_views_for_the_last_30_days": 41789000.0,
+          "lowest_monthly_earnings": 10400.0,
+          "highest_monthly_earnings": 167200.0,
+          "lowest_yearly_earnings": 125400.0,
+          "highest_yearly_earnings": 2000000.0,
+          "subscribers_for_last_30_days": 100000.0,
+          "created_year": 2005.0,
+          "created_month": "Dec",
+          "created_date": 16.0,
+          "Gross tertiary education enrollment (%)": 88.2,
+          "Population": 328239523.0,
+          "Unemployment rate": 14.7,
+          "Urban_population": 270663028.0,
+          "Latitude": 37.09024,
+          "Longitude": -95.712891
+        }
+      },
+      {
+        "scenario_id": "195",
+        "features": {
+          "rank": 913,
+          "Youtuber": "Matheus Yurley",
+          "subscribers": 12900000,
+          "video views": 140022442.0,
+          "category": "Entertainment",
+          "Title": "Matheus Yurley",
+          "uploads": 69,
+          "Country": "Brazil",
+          "Abbreviation": "BR",
+          "channel_type": "Entertainment",
+          "video_views_rank": 93531.0,
+          "country_rank": 52.0,
+          "channel_type_rank": 167.0,
+          "video_views_for_the_last_30_days": 147626.0,
+          "lowest_monthly_earnings": 37.0,
+          "highest_monthly_earnings": 591.0,
+          "lowest_yearly_earnings": 443.0,
+          "highest_yearly_earnings": 7100.0,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2015.0,
+          "created_month": "Jan",
+          "created_date": 27.0,
+          "Gross tertiary education enrollment (%)": 51.3,
+          "Population": 212559417.0,
+          "Unemployment rate": 12.08,
+          "Urban_population": 183241641.0,
+          "Latitude": -14.235004,
+          "Longitude": -51.92528
+        }
+      },
+      {
+        "scenario_id": "196",
+        "features": {
+          "rank": 11,
+          "Youtuber": "Zee Music Company",
+          "subscribers": 96700000,
+          "video views": 57856289381.0,
+          "category": "Music",
+          "Title": "Zee Music Company",
+          "uploads": 8548,
+          "Country": "India",
+          "Abbreviation": "IN",
+          "channel_type": "Music",
+          "video_views_rank": 12.0,
+          "country_rank": 3.0,
+          "channel_type_rank": 2.0,
+          "video_views_for_the_last_30_days": 803613000.0,
+          "lowest_monthly_earnings": 200900.0,
+          "highest_monthly_earnings": 3200000.0,
+          "lowest_yearly_earnings": 2400000.0,
+          "highest_yearly_earnings": 38600000.0,
+          "subscribers_for_last_30_days": 1100000.0,
+          "created_year": 2014.0,
+          "created_month": "Mar",
+          "created_date": 12.0,
+          "Gross tertiary education enrollment (%)": 28.1,
+          "Population": 1366417754.0,
+          "Unemployment rate": 5.36,
+          "Urban_population": 471031528.0,
+          "Latitude": 20.593684,
+          "Longitude": 78.96288
+        }
+      },
+      {
+        "scenario_id": "197",
+        "features": {
+          "rank": 621,
+          "Youtuber": "Team Films Bhojpuri",
+          "subscribers": 15700000,
+          "video views": 6626563508.0,
+          "category": "Music",
+          "Title": "Team Films Bhojpuri",
+          "uploads": 19703,
+          "Country": "India",
+          "Abbreviation": "IN",
+          "channel_type": "Music",
+          "video_views_rank": 902.0,
+          "country_rank": 97.0,
+          "channel_type_rank": 121.0,
+          "video_views_for_the_last_30_days": 30744000.0,
+          "lowest_monthly_earnings": 7700.0,
+          "highest_monthly_earnings": 123000.0,
+          "lowest_yearly_earnings": 92200.0,
+          "highest_yearly_earnings": 1500000.0,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2014.0,
+          "created_month": "Jul",
+          "created_date": 18.0,
+          "Gross tertiary education enrollment (%)": 28.1,
+          "Population": 1366417754.0,
+          "Unemployment rate": 5.36,
+          "Urban_population": 471031528.0,
+          "Latitude": 20.593684,
+          "Longitude": 78.96288
+        }
+      },
+      {
+        "scenario_id": "199",
+        "features": {
+          "rank": 175,
+          "Youtuber": "Maluma",
+          "subscribers": 29300000,
+          "video views": 21226945136.0,
+          "category": "Music",
+          "Title": "MaLuMa",
+          "uploads": 14,
+          "Country": "Argentina",
+          "Abbreviation": "AR",
+          "channel_type": "People",
+          "video_views_rank": 4051498.0,
+          "country_rank": 3624.0,
+          "channel_type_rank": 7658.0,
+          "video_views_for_the_last_30_days": 15.0,
+          "lowest_monthly_earnings": 0.0,
+          "highest_monthly_earnings": 0.06,
+          "lowest_yearly_earnings": 0.05,
+          "highest_yearly_earnings": 0.72,
+          "subscribers_for_last_30_days": null,
+          "created_year": 2015.0,
+          "created_month": "Oct",
+          "created_date": 31.0,
+          "Gross tertiary education enrollment (%)": 90.0,
+          "Population": 44938712.0,
+          "Unemployment rate": 9.79,
+          "Urban_population": 41339571.0,
+          "Latitude": -38.416097,
+          "Longitude": -63.616672
+        }
+      }
+    ],
+    "target_column": "highest_monthly_earnings",
+    "task_sub_type": "regression",
+    "ranking_ground_truth": {
+      "top_k_ids": [
+        "002",
+        "007",
+        "008",
+        "023",
+        "047",
+        "055",
+        "062"
+      ]
     },
-    "final_decision": {},
-    "what_if": {},
-    "ground_truth": {
-        "extracted_features": [
-            {
-                "scenario_id": "001",
-                "features": {
-                    "rank": 705,
-                    "Youtuber": "CrashCourse",
-                    "subscribers": 14800000,
-                    "video views": 1833519700.0,
-                    "category": "Education",
-                    "Title": "CrashCourse",
-                    "uploads": 1481,
-                    "Country": "United States",
-                    "Abbreviation": "US",
-                    "channel_type": "Education",
-                    "video_views_rank": 5533.0,
-                    "country_rank": 153.0,
-                    "channel_type_rank": 35.0,
-                    "video_views_for_the_last_30_days": 7177000.0,
-                    "lowest_monthly_earnings": 1800.0,
-                    "highest_monthly_earnings": 28700.0,
-                    "lowest_yearly_earnings": 21500.0,
-                    "highest_yearly_earnings": 344500.0,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2006.0,
-                    "created_month": "May",
-                    "created_date": 20.0,
-                    "Gross tertiary education enrollment (%)": 88.2,
-                    "Population": 328239523.0,
-                    "Unemployment rate": 14.7,
-                    "Urban_population": 270663028.0,
-                    "Latitude": 37.09024,
-                    "Longitude": -95.712891
-                }
-            },
-            {
-                "scenario_id": "002",
-                "features": {
-                    "rank": 464,
-                    "Youtuber": "Dhar Mann",
-                    "subscribers": 18400000,
-                    "video views": 11280732382.0,
-                    "category": "People & Blogs",
-                    "Title": "Alejandro Basalo",
-                    "uploads": 0,
-                    "Country": null,
-                    "Abbreviation": null,
-                    "channel_type": null,
-                    "video_views_rank": 4057944.0,
-                    "country_rank": null,
-                    "channel_type_rank": null,
-                    "video_views_for_the_last_30_days": null,
-                    "lowest_monthly_earnings": 0.0,
-                    "highest_monthly_earnings": 0.0,
-                    "lowest_yearly_earnings": 0.0,
-                    "highest_yearly_earnings": 0.0,
-                    "subscribers_for_last_30_days": 2.0,
-                    "created_year": 2007.0,
-                    "created_month": "Apr",
-                    "created_date": 25.0,
-                    "Gross tertiary education enrollment (%)": null,
-                    "Population": null,
-                    "Unemployment rate": null,
-                    "Urban_population": null,
-                    "Latitude": null,
-                    "Longitude": null
-                }
-            },
-            {
-                "scenario_id": "003",
-                "features": {
-                    "rank": 646,
-                    "Youtuber": "Kerajinan 5-Menit",
-                    "subscribers": 15400000,
-                    "video views": 4750420071.0,
-                    "category": "People & Blogs",
-                    "Title": "Kerajinan 5-Menit",
-                    "uploads": 4186,
-                    "Country": "Indonesia",
-                    "Abbreviation": "ID",
-                    "channel_type": "Howto",
-                    "video_views_rank": 1461.0,
-                    "country_rank": 23.0,
-                    "channel_type_rank": 23.0,
-                    "video_views_for_the_last_30_days": 19740000.0,
-                    "lowest_monthly_earnings": 4900.0,
-                    "highest_monthly_earnings": 79000.0,
-                    "lowest_yearly_earnings": 59200.0,
-                    "highest_yearly_earnings": 947500.0,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2018.0,
-                    "created_month": "Nov",
-                    "created_date": 21.0,
-                    "Gross tertiary education enrollment (%)": 36.3,
-                    "Population": 270203917.0,
-                    "Unemployment rate": 4.69,
-                    "Urban_population": 151509724.0,
-                    "Latitude": -0.789275,
-                    "Longitude": 113.921327
-                }
-            },
-            {
-                "scenario_id": "004",
-                "features": {
-                    "rank": 992,
-                    "Youtuber": "Free Fire India Official",
-                    "subscribers": 12300000,
-                    "video views": 1674409945.0,
-                    "category": "People & Blogs",
-                    "Title": "Free Fire India Official",
-                    "uploads": 1500,
-                    "Country": "India",
-                    "Abbreviation": "IN",
-                    "channel_type": "Games",
-                    "video_views_rank": 6141.0,
-                    "country_rank": 125.0,
-                    "channel_type_rank": 69.0,
-                    "video_views_for_the_last_30_days": 64735000.0,
-                    "lowest_monthly_earnings": 16200.0,
-                    "highest_monthly_earnings": 258900.0,
-                    "lowest_yearly_earnings": 194200.0,
-                    "highest_yearly_earnings": 3100000.0,
-                    "subscribers_for_last_30_days": 300000.0,
-                    "created_year": 2018.0,
-                    "created_month": "Sep",
-                    "created_date": 14.0,
-                    "Gross tertiary education enrollment (%)": 28.1,
-                    "Population": 1366417754.0,
-                    "Unemployment rate": 5.36,
-                    "Urban_population": 471031528.0,
-                    "Latitude": 20.593684,
-                    "Longitude": 78.96288
-                }
-            },
-            {
-                "scenario_id": "005",
-                "features": {
-                    "rank": 803,
-                    "Youtuber": "Jazzghost",
-                    "subscribers": 13900000,
-                    "video views": 5673347763.0,
-                    "category": "Gaming",
-                    "Title": "Jazzghost",
-                    "uploads": 5494,
-                    "Country": "Brazil",
-                    "Abbreviation": "BR",
-                    "channel_type": "Games",
-                    "video_views_rank": 1140.0,
-                    "country_rank": 46.0,
-                    "channel_type_rank": 57.0,
-                    "video_views_for_the_last_30_days": 106718000.0,
-                    "lowest_monthly_earnings": 26700.0,
-                    "highest_monthly_earnings": 426900.0,
-                    "lowest_yearly_earnings": 320200.0,
-                    "highest_yearly_earnings": 5100000.0,
-                    "subscribers_for_last_30_days": 100000.0,
-                    "created_year": 2012.0,
-                    "created_month": "Aug",
-                    "created_date": 30.0,
-                    "Gross tertiary education enrollment (%)": 51.3,
-                    "Population": 212559417.0,
-                    "Unemployment rate": 12.08,
-                    "Urban_population": 183241641.0,
-                    "Latitude": -14.235004,
-                    "Longitude": -51.92528
-                }
-            },
-            {
-                "scenario_id": "006",
-                "features": {
-                    "rank": 491,
-                    "Youtuber": "Jason Derulo",
-                    "subscribers": 17900000,
-                    "video views": 9887116267.0,
-                    "category": "Music",
-                    "Title": "Jason Derulo",
-                    "uploads": 830,
-                    "Country": "United States",
-                    "Abbreviation": "US",
-                    "channel_type": "Music",
-                    "video_views_rank": 446.0,
-                    "country_rank": 124.0,
-                    "channel_type_rank": 105.0,
-                    "video_views_for_the_last_30_days": 447891000.0,
-                    "lowest_monthly_earnings": 112000.0,
-                    "highest_monthly_earnings": 1800000.0,
-                    "lowest_yearly_earnings": 1300000.0,
-                    "highest_yearly_earnings": 21500000.0,
-                    "subscribers_for_last_30_days": 400000.0,
-                    "created_year": 2008.0,
-                    "created_month": "Jul",
-                    "created_date": 21.0,
-                    "Gross tertiary education enrollment (%)": 88.2,
-                    "Population": 328239523.0,
-                    "Unemployment rate": 14.7,
-                    "Urban_population": 270663028.0,
-                    "Latitude": 37.09024,
-                    "Longitude": -95.712891
-                }
-            },
-            {
-                "scenario_id": "007",
-                "features": {
-                    "rank": 688,
-                    "Youtuber": "BigSchool",
-                    "subscribers": 15000000,
-                    "video views": 9996133066.0,
-                    "category": "Gaming",
-                    "Title": "Big School",
-                    "uploads": 68,
-                    "Country": null,
-                    "Abbreviation": null,
-                    "channel_type": "Film",
-                    "video_views_rank": 4056600.0,
-                    "country_rank": null,
-                    "channel_type_rank": 5289.0,
-                    "video_views_for_the_last_30_days": null,
-                    "lowest_monthly_earnings": 0.0,
-                    "highest_monthly_earnings": 0.0,
-                    "lowest_yearly_earnings": 0.0,
-                    "highest_yearly_earnings": 0.0,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2020.0,
-                    "created_month": "Dec",
-                    "created_date": 2.0,
-                    "Gross tertiary education enrollment (%)": null,
-                    "Population": null,
-                    "Unemployment rate": null,
-                    "Urban_population": null,
-                    "Latitude": null,
-                    "Longitude": null
-                }
-            },
-            {
-                "scenario_id": "008",
-                "features": {
-                    "rank": 405,
-                    "Youtuber": "Green Gold TV - Official Channel",
-                    "subscribers": 20000000,
-                    "video views": 9715291883.0,
-                    "category": "Film & Animation",
-                    "Title": "Green Gold TV - Official Channel",
-                    "uploads": 1476,
-                    "Country": "India",
-                    "Abbreviation": "IN",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 473.0,
-                    "country_rank": 72.0,
-                    "channel_type_rank": 104.0,
-                    "video_views_for_the_last_30_days": 70278000.0,
-                    "lowest_monthly_earnings": 0.0,
-                    "highest_monthly_earnings": 0.0,
-                    "lowest_yearly_earnings": 0.0,
-                    "highest_yearly_earnings": 0.0,
-                    "subscribers_for_last_30_days": 100000.0,
-                    "created_year": 2011.0,
-                    "created_month": "Jul",
-                    "created_date": 1.0,
-                    "Gross tertiary education enrollment (%)": 28.1,
-                    "Population": 1366417754.0,
-                    "Unemployment rate": 5.36,
-                    "Urban_population": 471031528.0,
-                    "Latitude": 20.593684,
-                    "Longitude": 78.96288
-                }
-            },
-            {
-                "scenario_id": "009",
-                "features": {
-                    "rank": 699,
-                    "Youtuber": "ýýýýýýýýýýýý8 : Thai Ch8",
-                    "subscribers": 14900000,
-                    "video views": 5549770244.0,
-                    "category": "Entertainment",
-                    "Title": "ýýýýýýýýýýýý8 : Thai Ch8",
-                    "uploads": 27944,
-                    "Country": "Thailand",
-                    "Abbreviation": "TH",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 1181.0,
-                    "country_rank": 12.0,
-                    "channel_type_rank": 147.0,
-                    "video_views_for_the_last_30_days": 49556000.0,
-                    "lowest_monthly_earnings": 12400.0,
-                    "highest_monthly_earnings": 198200.0,
-                    "lowest_yearly_earnings": 148700.0,
-                    "highest_yearly_earnings": 2400000.0,
-                    "subscribers_for_last_30_days": 100000.0,
-                    "created_year": 2011.0,
-                    "created_month": "Oct",
-                    "created_date": 17.0,
-                    "Gross tertiary education enrollment (%)": 49.3,
-                    "Population": 69625582.0,
-                    "Unemployment rate": 0.75,
-                    "Urban_population": 35294600.0,
-                    "Latitude": 15.870032,
-                    "Longitude": 100.992541
-                }
-            },
-            {
-                "scenario_id": "010",
-                "features": {
-                    "rank": 351,
-                    "Youtuber": "Tasty",
-                    "subscribers": 21100000,
-                    "video views": 5783557209.0,
-                    "category": "Howto & Style",
-                    "Title": "Tasty",
-                    "uploads": 4728,
-                    "Country": "United States",
-                    "Abbreviation": "US",
-                    "channel_type": "Howto",
-                    "video_views_rank": 1113.0,
-                    "country_rank": 99.0,
-                    "channel_type_rank": 10.0,
-                    "video_views_for_the_last_30_days": 24691000.0,
-                    "lowest_monthly_earnings": 6200.0,
-                    "highest_monthly_earnings": 98800.0,
-                    "lowest_yearly_earnings": 74100.0,
-                    "highest_yearly_earnings": 1200000.0,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2016.0,
-                    "created_month": "Jan",
-                    "created_date": 22.0,
-                    "Gross tertiary education enrollment (%)": 88.2,
-                    "Population": 328239523.0,
-                    "Unemployment rate": 14.7,
-                    "Urban_population": 270663028.0,
-                    "Latitude": 37.09024,
-                    "Longitude": -95.712891
-                }
-            },
-            {
-                "scenario_id": "011",
-                "features": {
-                    "rank": 32,
-                    "Youtuber": "El Reino Infantil",
-                    "subscribers": 58400000,
-                    "video views": 57271630846.0,
-                    "category": "Music",
-                    "Title": "El Reino Infantil",
-                    "uploads": 1510,
-                    "Country": "Argentina",
-                    "Abbreviation": "AR",
-                    "channel_type": "Music",
-                    "video_views_rank": 13.0,
-                    "country_rank": 1.0,
-                    "channel_type_rank": 11.0,
-                    "video_views_for_the_last_30_days": 611828000.0,
-                    "lowest_monthly_earnings": 153000.0,
-                    "highest_monthly_earnings": 2400000.0,
-                    "lowest_yearly_earnings": 1800000.0,
-                    "highest_yearly_earnings": 29400000.0,
-                    "subscribers_for_last_30_days": 600000.0,
-                    "created_year": 2011.0,
-                    "created_month": "Jun",
-                    "created_date": 2.0,
-                    "Gross tertiary education enrollment (%)": 90.0,
-                    "Population": 44938712.0,
-                    "Unemployment rate": 9.79,
-                    "Urban_population": 41339571.0,
-                    "Latitude": -38.416097,
-                    "Longitude": -63.616672
-                }
-            },
-            {
-                "scenario_id": "012",
-                "features": {
-                    "rank": 909,
-                    "Youtuber": "Susy Mouriz",
-                    "subscribers": 13000000,
-                    "video views": 6270909026.0,
-                    "category": "Entertainment",
-                    "Title": "Susy Mouriz",
-                    "uploads": 1299,
-                    "Country": "Mexico",
-                    "Abbreviation": "MX",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 969.0,
-                    "country_rank": 31.0,
-                    "channel_type_rank": 165.0,
-                    "video_views_for_the_last_30_days": 368437000.0,
-                    "lowest_monthly_earnings": 92100.0,
-                    "highest_monthly_earnings": 1500000.0,
-                    "lowest_yearly_earnings": 1100000.0,
-                    "highest_yearly_earnings": 17700000.0,
-                    "subscribers_for_last_30_days": 600000.0,
-                    "created_year": 2017.0,
-                    "created_month": "Mar",
-                    "created_date": 18.0,
-                    "Gross tertiary education enrollment (%)": 40.2,
-                    "Population": 126014024.0,
-                    "Unemployment rate": 3.42,
-                    "Urban_population": 102626859.0,
-                    "Latitude": 23.634501,
-                    "Longitude": -102.552784
-                }
-            },
-            {
-                "scenario_id": "013",
-                "features": {
-                    "rank": 162,
-                    "Youtuber": "ýýýýýýýýýýýýýýý ýýýýýý ýýýýýýýýýýýýýýýýýý",
-                    "subscribers": 30400000,
-                    "video views": 17999961915.0,
-                    "category": null,
-                    "Title": "ýýýýýýýýýýýýýýý ýýýýýý ýýýýýýýýýýýýýýýýýý",
-                    "uploads": 532,
-                    "Country": "United States",
-                    "Abbreviation": "US",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 147.0,
-                    "country_rank": 46.0,
-                    "channel_type_rank": 46.0,
-                    "video_views_for_the_last_30_days": 122926000.0,
-                    "lowest_monthly_earnings": 30700.0,
-                    "highest_monthly_earnings": 491700.0,
-                    "lowest_yearly_earnings": 368800.0,
-                    "highest_yearly_earnings": 5900000.0,
-                    "subscribers_for_last_30_days": 300000.0,
-                    "created_year": 2018.0,
-                    "created_month": "Nov",
-                    "created_date": 3.0,
-                    "Gross tertiary education enrollment (%)": 88.2,
-                    "Population": 328239523.0,
-                    "Unemployment rate": 14.7,
-                    "Urban_population": 270663028.0,
-                    "Latitude": 37.09024,
-                    "Longitude": -95.712891
-                }
-            },
-            {
-                "scenario_id": "014",
-                "features": {
-                    "rank": 846,
-                    "Youtuber": "Woody & Kleiny",
-                    "subscribers": 13500000,
-                    "video views": 11717217293.0,
-                    "category": "Comedy",
-                    "Title": "Woody & Kleiny",
-                    "uploads": 975,
-                    "Country": "United Kingdom",
-                    "Abbreviation": "GB",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 333.0,
-                    "country_rank": 29.0,
-                    "channel_type_rank": 160.0,
-                    "video_views_for_the_last_30_days": 495561000.0,
-                    "lowest_monthly_earnings": 123900.0,
-                    "highest_monthly_earnings": 2000000.0,
-                    "lowest_yearly_earnings": 1500000.0,
-                    "highest_yearly_earnings": 23800000.0,
-                    "subscribers_for_last_30_days": 400000.0,
-                    "created_year": 2013.0,
-                    "created_month": "Mar",
-                    "created_date": 30.0,
-                    "Gross tertiary education enrollment (%)": 60.0,
-                    "Population": 66834405.0,
-                    "Unemployment rate": 3.85,
-                    "Urban_population": 55908316.0,
-                    "Latitude": 55.378051,
-                    "Longitude": -3.435973
-                }
-            },
-            {
-                "scenario_id": "015",
-                "features": {
-                    "rank": 568,
-                    "Youtuber": "UFC - Ultimate Fighting Championship",
-                    "subscribers": 16400000,
-                    "video views": 7135820721.0,
-                    "category": "Sports",
-                    "Title": "UFC - Ultimate Fighting Championship",
-                    "uploads": 14662,
-                    "Country": "United States",
-                    "Abbreviation": "US",
-                    "channel_type": "Sports",
-                    "video_views_rank": 806.0,
-                    "country_rank": 138.0,
-                    "channel_type_rank": 7.0,
-                    "video_views_for_the_last_30_days": 133208000.0,
-                    "lowest_monthly_earnings": 33300.0,
-                    "highest_monthly_earnings": 532800.0,
-                    "lowest_yearly_earnings": 399600.0,
-                    "highest_yearly_earnings": 6400000.0,
-                    "subscribers_for_last_30_days": 100000.0,
-                    "created_year": 2006.0,
-                    "created_month": "Mar",
-                    "created_date": 4.0,
-                    "Gross tertiary education enrollment (%)": 88.2,
-                    "Population": 328239523.0,
-                    "Unemployment rate": 14.7,
-                    "Urban_population": 270663028.0,
-                    "Latitude": 37.09024,
-                    "Longitude": -95.712891
-                }
-            },
-            {
-                "scenario_id": "016",
-                "features": {
-                    "rank": 345,
-                    "Youtuber": "Ishaan Ali 11",
-                    "subscribers": 21300000,
-                    "video views": 12761253839.0,
-                    "category": "People & Blogs",
-                    "Title": "Ishaan Ali 11",
-                    "uploads": 951,
-                    "Country": "India",
-                    "Abbreviation": "IN",
-                    "channel_type": "People",
-                    "video_views_rank": 301.0,
-                    "country_rank": 68.0,
-                    "channel_type_rank": 16.0,
-                    "video_views_for_the_last_30_days": 729409000.0,
-                    "lowest_monthly_earnings": 182400.0,
-                    "highest_monthly_earnings": 2900000.0,
-                    "lowest_yearly_earnings": 2200000.0,
-                    "highest_yearly_earnings": 35000000.0,
-                    "subscribers_for_last_30_days": 1600000.0,
-                    "created_year": 2016.0,
-                    "created_month": "Jul",
-                    "created_date": 27.0,
-                    "Gross tertiary education enrollment (%)": 28.1,
-                    "Population": 1366417754.0,
-                    "Unemployment rate": 5.36,
-                    "Urban_population": 471031528.0,
-                    "Latitude": 20.593684,
-                    "Longitude": 78.96288
-                }
-            },
-            {
-                "scenario_id": "017",
-                "features": {
-                    "rank": 26,
-                    "Youtuber": "Shemaroo Filmi Gaane",
-                    "subscribers": 65600000,
-                    "video views": 28648024439.0,
-                    "category": "Music",
-                    "Title": "Shemaroo Filmi Gaane",
-                    "uploads": 8502,
-                    "Country": "India",
-                    "Abbreviation": "IN",
-                    "channel_type": "Music",
-                    "video_views_rank": 47.0,
-                    "country_rank": 8.0,
-                    "channel_type_rank": 8.0,
-                    "video_views_for_the_last_30_days": 254961000.0,
-                    "lowest_monthly_earnings": 63700.0,
-                    "highest_monthly_earnings": 1000000.0,
-                    "lowest_yearly_earnings": 764900.0,
-                    "highest_yearly_earnings": 12200000.0,
-                    "subscribers_for_last_30_days": 400000.0,
-                    "created_year": 2010.0,
-                    "created_month": "Jun",
-                    "created_date": 11.0,
-                    "Gross tertiary education enrollment (%)": 28.1,
-                    "Population": 1366417754.0,
-                    "Unemployment rate": 5.36,
-                    "Urban_population": 471031528.0,
-                    "Latitude": 20.593684,
-                    "Longitude": 78.96288
-                }
-            },
-            {
-                "scenario_id": "018",
-                "features": {
-                    "rank": 970,
-                    "Youtuber": "Quantum Tech HD",
-                    "subscribers": 12500000,
-                    "video views": 4340213066.0,
-                    "category": "Science & Technology",
-                    "Title": "Mr_Mughall Gaming",
-                    "uploads": 223,
-                    "Country": "Pakistan",
-                    "Abbreviation": "PK",
-                    "channel_type": null,
-                    "video_views_rank": 3956586.0,
-                    "country_rank": 3554.0,
-                    "channel_type_rank": null,
-                    "video_views_for_the_last_30_days": 8721.0,
-                    "lowest_monthly_earnings": 2.0,
-                    "highest_monthly_earnings": 35.0,
-                    "lowest_yearly_earnings": 26.0,
-                    "highest_yearly_earnings": 419.0,
-                    "subscribers_for_last_30_days": 32.0,
-                    "created_year": 2022.0,
-                    "created_month": "Apr",
-                    "created_date": 23.0,
-                    "Gross tertiary education enrollment (%)": 9.0,
-                    "Population": 216565318.0,
-                    "Unemployment rate": 4.45,
-                    "Urban_population": 79927762.0,
-                    "Latitude": 30.375321,
-                    "Longitude": 69.345116
-                }
-            },
-            {
-                "scenario_id": "019",
-                "features": {
-                    "rank": 886,
-                    "Youtuber": "CookingShooking Hindi",
-                    "subscribers": 13200000,
-                    "video views": 1758603195.0,
-                    "category": "People & Blogs",
-                    "Title": "CookingShooking Hindi",
-                    "uploads": 393,
-                    "Country": "India",
-                    "Abbreviation": "IN",
-                    "channel_type": "Howto",
-                    "video_views_rank": 5855.0,
-                    "country_rank": 118.0,
-                    "channel_type_rank": 33.0,
-                    "video_views_for_the_last_30_days": 11490000.0,
-                    "lowest_monthly_earnings": 2900.0,
-                    "highest_monthly_earnings": 46000.0,
-                    "lowest_yearly_earnings": 34500.0,
-                    "highest_yearly_earnings": 551500.0,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2017.0,
-                    "created_month": "Apr",
-                    "created_date": 4.0,
-                    "Gross tertiary education enrollment (%)": 28.1,
-                    "Population": 1366417754.0,
-                    "Unemployment rate": 5.36,
-                    "Urban_population": 471031528.0,
-                    "Latitude": 20.593684,
-                    "Longitude": 78.96288
-                }
-            },
-            {
-                "scenario_id": "020",
-                "features": {
-                    "rank": 323,
-                    "Youtuber": "Zach Choi ASMR",
-                    "subscribers": 21900000,
-                    "video views": 5918314128.0,
-                    "category": "People & Blogs",
-                    "Title": "Zach Choi ASMR",
-                    "uploads": 946,
-                    "Country": "United States",
-                    "Abbreviation": "US",
-                    "channel_type": "People",
-                    "video_views_rank": 1069.0,
-                    "country_rank": 94.0,
-                    "channel_type_rank": 12.0,
-                    "video_views_for_the_last_30_days": 234222000.0,
-                    "lowest_monthly_earnings": 58600.0,
-                    "highest_monthly_earnings": 936900.0,
-                    "lowest_yearly_earnings": 702700.0,
-                    "highest_yearly_earnings": 11200000.0,
-                    "subscribers_for_last_30_days": 400000.0,
-                    "created_year": 2014.0,
-                    "created_month": "Jul",
-                    "created_date": 5.0,
-                    "Gross tertiary education enrollment (%)": 88.2,
-                    "Population": 328239523.0,
-                    "Unemployment rate": 14.7,
-                    "Urban_population": 270663028.0,
-                    "Latitude": 37.09024,
-                    "Longitude": -95.712891
-                }
-            },
-            {
-                "scenario_id": "021",
-                "features": {
-                    "rank": 459,
-                    "Youtuber": "Like Nastya Vlog",
-                    "subscribers": 18500000,
-                    "video views": 8147575884.0,
-                    "category": "People & Blogs",
-                    "Title": "Like Nastya Vlog",
-                    "uploads": 493,
-                    "Country": "Russia",
-                    "Abbreviation": "RU",
-                    "channel_type": "People",
-                    "video_views_rank": 630.0,
-                    "country_rank": 5.0,
-                    "channel_type_rank": 25.0,
-                    "video_views_for_the_last_30_days": 48947000.0,
-                    "lowest_monthly_earnings": 12200.0,
-                    "highest_monthly_earnings": 195800.0,
-                    "lowest_yearly_earnings": 146800.0,
-                    "highest_yearly_earnings": 2300000.0,
-                    "subscribers_for_last_30_days": 100000.0,
-                    "created_year": 2016.0,
-                    "created_month": "Jan",
-                    "created_date": 14.0,
-                    "Gross tertiary education enrollment (%)": 81.9,
-                    "Population": 144373535.0,
-                    "Unemployment rate": 4.59,
-                    "Urban_population": 107683889.0,
-                    "Latitude": 61.52401,
-                    "Longitude": 105.318756
-                }
-            },
-            {
-                "scenario_id": "022",
-                "features": {
-                    "rank": 366,
-                    "Youtuber": "5-Minute Crafts DIY",
-                    "subscribers": 20700000,
-                    "video views": 5091618606.0,
-                    "category": "Howto & Style",
-                    "Title": "5-Minute Crafts DIY",
-                    "uploads": 5062,
-                    "Country": "United States",
-                    "Abbreviation": "US",
-                    "channel_type": "Howto",
-                    "video_views_rank": 1334.0,
-                    "country_rank": 103.0,
-                    "channel_type_rank": 11.0,
-                    "video_views_for_the_last_30_days": 20012000.0,
-                    "lowest_monthly_earnings": 5000.0,
-                    "highest_monthly_earnings": 80000.0,
-                    "lowest_yearly_earnings": 60000.0,
-                    "highest_yearly_earnings": 960600.0,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2018.0,
-                    "created_month": "Jan",
-                    "created_date": 18.0,
-                    "Gross tertiary education enrollment (%)": 88.2,
-                    "Population": 328239523.0,
-                    "Unemployment rate": 14.7,
-                    "Urban_population": 270663028.0,
-                    "Latitude": 37.09024,
-                    "Longitude": -95.712891
-                }
-            },
-            {
-                "scenario_id": "023",
-                "features": {
-                    "rank": 227,
-                    "Youtuber": "Fede Vigevani",
-                    "subscribers": 25600000,
-                    "video views": 7962725960.0,
-                    "category": "Howto & Style",
-                    "Title": "Fede Vigevani",
-                    "uploads": 0,
-                    "Country": null,
-                    "Abbreviation": null,
-                    "channel_type": null,
-                    "video_views_rank": 4057944.0,
-                    "country_rank": null,
-                    "channel_type_rank": null,
-                    "video_views_for_the_last_30_days": null,
-                    "lowest_monthly_earnings": 0.0,
-                    "highest_monthly_earnings": 0.0,
-                    "lowest_yearly_earnings": 0.0,
-                    "highest_yearly_earnings": 0.0,
-                    "subscribers_for_last_30_days": 2.0,
-                    "created_year": 2019.0,
-                    "created_month": "Aug",
-                    "created_date": 1.0,
-                    "Gross tertiary education enrollment (%)": null,
-                    "Population": null,
-                    "Unemployment rate": null,
-                    "Urban_population": null,
-                    "Latitude": null,
-                    "Longitude": null
-                }
-            },
-            {
-                "scenario_id": "024",
-                "features": {
-                    "rank": 201,
-                    "Youtuber": "ToyPuddingTV",
-                    "subscribers": 27100000,
-                    "video views": 15916882228.0,
-                    "category": "Entertainment",
-                    "Title": "ToyPudding TV[����ï",
-                    "uploads": 2,
-                    "Country": null,
-                    "Abbreviation": null,
-                    "channel_type": "People",
-                    "video_views_rank": 4052296.0,
-                    "country_rank": null,
-                    "channel_type_rank": 7692.0,
-                    "video_views_for_the_last_30_days": 14.0,
-                    "lowest_monthly_earnings": 0.0,
-                    "highest_monthly_earnings": 0.06,
-                    "lowest_yearly_earnings": 0.04,
-                    "highest_yearly_earnings": 0.67,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2017.0,
-                    "created_month": "Jun",
-                    "created_date": 7.0,
-                    "Gross tertiary education enrollment (%)": null,
-                    "Population": null,
-                    "Unemployment rate": null,
-                    "Urban_population": null,
-                    "Latitude": null,
-                    "Longitude": null
-                }
-            },
-            {
-                "scenario_id": "025",
-                "features": {
-                    "rank": 55,
-                    "Youtuber": "Felipe Neto",
-                    "subscribers": 45200000,
-                    "video views": 16602198273.0,
-                    "category": "Entertainment",
-                    "Title": "Felipe Neto",
-                    "uploads": 4331,
-                    "Country": "Brazil",
-                    "Abbreviation": "BR",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 174.0,
-                    "country_rank": 2.0,
-                    "channel_type_rank": 14.0,
-                    "video_views_for_the_last_30_days": 130359000.0,
-                    "lowest_monthly_earnings": 32600.0,
-                    "highest_monthly_earnings": 521400.0,
-                    "lowest_yearly_earnings": 391100.0,
-                    "highest_yearly_earnings": 6300000.0,
-                    "subscribers_for_last_30_days": 200000.0,
-                    "created_year": 2006.0,
-                    "created_month": "May",
-                    "created_date": 16.0,
-                    "Gross tertiary education enrollment (%)": 51.3,
-                    "Population": 212559417.0,
-                    "Unemployment rate": 12.08,
-                    "Urban_population": 183241641.0,
-                    "Latitude": -14.235004,
-                    "Longitude": -51.92528
-                }
-            },
-            {
-                "scenario_id": "026",
-                "features": {
-                    "rank": 591,
-                    "Youtuber": "ExtraPolinesios",
-                    "subscribers": 16200000,
-                    "video views": 4813127504.0,
-                    "category": "People & Blogs",
-                    "Title": "Extra polinesios",
-                    "uploads": 2,
-                    "Country": null,
-                    "Abbreviation": null,
-                    "channel_type": "People",
-                    "video_views_rank": 3945744.0,
-                    "country_rank": null,
-                    "channel_type_rank": 7359.0,
-                    "video_views_for_the_last_30_days": 510.0,
-                    "lowest_monthly_earnings": 0.13,
-                    "highest_monthly_earnings": 2.0,
-                    "lowest_yearly_earnings": 2.0,
-                    "highest_yearly_earnings": 24.0,
-                    "subscribers_for_last_30_days": 1.0,
-                    "created_year": 2015.0,
-                    "created_month": "Nov",
-                    "created_date": 21.0,
-                    "Gross tertiary education enrollment (%)": null,
-                    "Population": null,
-                    "Unemployment rate": null,
-                    "Urban_population": null,
-                    "Latitude": null,
-                    "Longitude": null
-                }
-            },
-            {
-                "scenario_id": "027",
-                "features": {
-                    "rank": 240,
-                    "Youtuber": "WatchMojo.com",
-                    "subscribers": 25100000,
-                    "video views": 16357064198.0,
-                    "category": "Music",
-                    "Title": "WatchMojo.com",
-                    "uploads": 24837,
-                    "Country": "Canada",
-                    "Abbreviation": "CA",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 180.0,
-                    "country_rank": 6.0,
-                    "channel_type_rank": 64.0,
-                    "video_views_for_the_last_30_days": 49009000.0,
-                    "lowest_monthly_earnings": 12300.0,
-                    "highest_monthly_earnings": 196000.0,
-                    "lowest_yearly_earnings": 147000.0,
-                    "highest_yearly_earnings": 2400000.0,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2007.0,
-                    "created_month": "Jan",
-                    "created_date": 25.0,
-                    "Gross tertiary education enrollment (%)": 68.9,
-                    "Population": 36991981.0,
-                    "Unemployment rate": 5.56,
-                    "Urban_population": 30628482.0,
-                    "Latitude": 56.130366,
-                    "Longitude": -106.346771
-                }
-            },
-            {
-                "scenario_id": "028",
-                "features": {
-                    "rank": 888,
-                    "Youtuber": "Alex Gonzaga Official",
-                    "subscribers": 13100000,
-                    "video views": 1401914513.0,
-                    "category": "People & Blogs",
-                    "Title": "Alex Gonzaga Official",
-                    "uploads": 287,
-                    "Country": "Philippines",
-                    "Abbreviation": "PH",
-                    "channel_type": "People",
-                    "video_views_rank": 7733.0,
-                    "country_rank": 11.0,
-                    "channel_type_rank": 56.0,
-                    "video_views_for_the_last_30_days": 10848000.0,
-                    "lowest_monthly_earnings": 2700.0,
-                    "highest_monthly_earnings": 43400.0,
-                    "lowest_yearly_earnings": 32500.0,
-                    "highest_yearly_earnings": 520700.0,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2017.0,
-                    "created_month": "Jul",
-                    "created_date": 18.0,
-                    "Gross tertiary education enrollment (%)": 35.5,
-                    "Population": 108116615.0,
-                    "Unemployment rate": 2.15,
-                    "Urban_population": 50975903.0,
-                    "Latitude": 12.879721,
-                    "Longitude": 121.774017
-                }
-            },
-            {
-                "scenario_id": "029",
-                "features": {
-                    "rank": 230,
-                    "Youtuber": "Post Malone",
-                    "subscribers": 25500000,
-                    "video views": 14401218086.0,
-                    "category": "Music",
-                    "Title": "Post Malone",
-                    "uploads": 78,
-                    "Country": "United States",
-                    "Abbreviation": "US",
-                    "channel_type": "Music",
-                    "video_views_rank": 243.0,
-                    "country_rank": 69.0,
-                    "channel_type_rank": 69.0,
-                    "video_views_for_the_last_30_days": 195499000.0,
-                    "lowest_monthly_earnings": 48900.0,
-                    "highest_monthly_earnings": 782000.0,
-                    "lowest_yearly_earnings": 586500.0,
-                    "highest_yearly_earnings": 9400000.0,
-                    "subscribers_for_last_30_days": 100000.0,
-                    "created_year": 2011.0,
-                    "created_month": "Dec",
-                    "created_date": 15.0,
-                    "Gross tertiary education enrollment (%)": 88.2,
-                    "Population": 328239523.0,
-                    "Unemployment rate": 14.7,
-                    "Urban_population": 270663028.0,
-                    "Latitude": 37.09024,
-                    "Longitude": -95.712891
-                }
-            },
-            {
-                "scenario_id": "030",
-                "features": {
-                    "rank": 125,
-                    "Youtuber": "Rajshri",
-                    "subscribers": 33500000,
-                    "video views": 14864294792.0,
-                    "category": "Music",
-                    "Title": "Rajshri",
-                    "uploads": 3741,
-                    "Country": "India",
-                    "Abbreviation": "IN",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 222.0,
-                    "country_rank": 34.0,
-                    "channel_type_rank": 36.0,
-                    "video_views_for_the_last_30_days": 272255000.0,
-                    "lowest_monthly_earnings": 68100.0,
-                    "highest_monthly_earnings": 1100000.0,
-                    "lowest_yearly_earnings": 816800.0,
-                    "highest_yearly_earnings": 13100000.0,
-                    "subscribers_for_last_30_days": 500000.0,
-                    "created_year": 2006.0,
-                    "created_month": "Mar",
-                    "created_date": 24.0,
-                    "Gross tertiary education enrollment (%)": 28.1,
-                    "Population": 1366417754.0,
-                    "Unemployment rate": 5.36,
-                    "Urban_population": 471031528.0,
-                    "Latitude": 20.593684,
-                    "Longitude": 78.96288
-                }
-            },
-            {
-                "scenario_id": "031",
-                "features": {
-                    "rank": 980,
-                    "Youtuber": "DaniRep | +6 V����������ï",
-                    "subscribers": 12400000,
-                    "video views": 6933660906.0,
-                    "category": "Gaming",
-                    "Title": "DaniRep | +6 V����������ï",
-                    "uploads": 12419,
-                    "Country": "Spain",
-                    "Abbreviation": "ES",
-                    "channel_type": "Games",
-                    "video_views_rank": 847.0,
-                    "country_rank": 19.0,
-                    "channel_type_rank": 68.0,
-                    "video_views_for_the_last_30_days": 82648000.0,
-                    "lowest_monthly_earnings": 20700.0,
-                    "highest_monthly_earnings": 330600.0,
-                    "lowest_yearly_earnings": 247900.0,
-                    "highest_yearly_earnings": 4000000.0,
-                    "subscribers_for_last_30_days": 100000.0,
-                    "created_year": 2012.0,
-                    "created_month": "Oct",
-                    "created_date": 29.0,
-                    "Gross tertiary education enrollment (%)": 88.9,
-                    "Population": 47076781.0,
-                    "Unemployment rate": 13.96,
-                    "Urban_population": 37927409.0,
-                    "Latitude": 40.463667,
-                    "Longitude": -3.74922
-                }
-            },
-            {
-                "scenario_id": "032",
-                "features": {
-                    "rank": 581,
-                    "Youtuber": "W2S",
-                    "subscribers": 16300000,
-                    "video views": 4768370464.0,
-                    "category": "Gaming",
-                    "Title": "W2S",
-                    "uploads": 652,
-                    "Country": "United Kingdom",
-                    "Abbreviation": "GB",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 1455.0,
-                    "country_rank": 22.0,
-                    "channel_type_rank": 135.0,
-                    "video_views_for_the_last_30_days": 3079000.0,
-                    "lowest_monthly_earnings": 770.0,
-                    "highest_monthly_earnings": 12300.0,
-                    "lowest_yearly_earnings": 9200.0,
-                    "highest_yearly_earnings": 147800.0,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2012.0,
-                    "created_month": "Jul",
-                    "created_date": 26.0,
-                    "Gross tertiary education enrollment (%)": 60.0,
-                    "Population": 66834405.0,
-                    "Unemployment rate": 3.85,
-                    "Urban_population": 55908316.0,
-                    "Latitude": 55.378051,
-                    "Longitude": -3.435973
-                }
-            },
-            {
-                "scenario_id": "033",
-                "features": {
-                    "rank": 261,
-                    "Youtuber": "DJ Snake",
-                    "subscribers": 24100000,
-                    "video views": 8425505919.0,
-                    "category": "Music",
-                    "Title": "DJ Snake",
-                    "uploads": 252,
-                    "Country": "United States",
-                    "Abbreviation": "US",
-                    "channel_type": "Music",
-                    "video_views_rank": 602.0,
-                    "country_rank": 77.0,
-                    "channel_type_rank": 76.0,
-                    "video_views_for_the_last_30_days": 63293000.0,
-                    "lowest_monthly_earnings": 15800.0,
-                    "highest_monthly_earnings": 253200.0,
-                    "lowest_yearly_earnings": 189900.0,
-                    "highest_yearly_earnings": 3000000.0,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2008.0,
-                    "created_month": "Sep",
-                    "created_date": 24.0,
-                    "Gross tertiary education enrollment (%)": 88.2,
-                    "Population": 328239523.0,
-                    "Unemployment rate": 14.7,
-                    "Urban_population": 270663028.0,
-                    "Latitude": 37.09024,
-                    "Longitude": -95.712891
-                }
-            },
-            {
-                "scenario_id": "034",
-                "features": {
-                    "rank": 368,
-                    "Youtuber": "tuzelity SHUFFLE",
-                    "subscribers": 20700000,
-                    "video views": 8658941531.0,
-                    "category": "People & Blogs",
-                    "Title": "tuzelity SHUFFLE",
-                    "uploads": 889,
-                    "Country": "Russia",
-                    "Abbreviation": "RU",
-                    "channel_type": "People",
-                    "video_views_rank": 570.0,
-                    "country_rank": 3.0,
-                    "channel_type_rank": 18.0,
-                    "video_views_for_the_last_30_days": 552266000.0,
-                    "lowest_monthly_earnings": 138100.0,
-                    "highest_monthly_earnings": 2200000.0,
-                    "lowest_yearly_earnings": 1700000.0,
-                    "highest_yearly_earnings": 26500000.0,
-                    "subscribers_for_last_30_days": 1600000.0,
-                    "created_year": 2015.0,
-                    "created_month": "Oct",
-                    "created_date": 26.0,
-                    "Gross tertiary education enrollment (%)": 81.9,
-                    "Population": 144373535.0,
-                    "Unemployment rate": 4.59,
-                    "Urban_population": 107683889.0,
-                    "Latitude": 61.52401,
-                    "Longitude": 105.318756
-                }
-            },
-            {
-                "scenario_id": "035",
-                "features": {
-                    "rank": 791,
-                    "Youtuber": "F2Freestylers - Ultimate Soccer Skills Channel",
-                    "subscribers": 14100000,
-                    "video views": 3280481927.0,
-                    "category": "Sports",
-                    "Title": "F2Freestylers - Ultimate Soccer Skills Chann�",
-                    "uploads": 777,
-                    "Country": "United Kingdom",
-                    "Abbreviation": "GB",
-                    "channel_type": "Sports",
-                    "video_views_rank": 2530.0,
-                    "country_rank": 28.0,
-                    "channel_type_rank": 10.0,
-                    "video_views_for_the_last_30_days": 10222000.0,
-                    "lowest_monthly_earnings": 2600.0,
-                    "highest_monthly_earnings": 40900.0,
-                    "lowest_yearly_earnings": 30700.0,
-                    "highest_yearly_earnings": 490600.0,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2011.0,
-                    "created_month": "Apr",
-                    "created_date": 9.0,
-                    "Gross tertiary education enrollment (%)": 60.0,
-                    "Population": 66834405.0,
-                    "Unemployment rate": 3.85,
-                    "Urban_population": 55908316.0,
-                    "Latitude": 55.378051,
-                    "Longitude": -3.435973
-                }
-            },
-            {
-                "scenario_id": "036",
-                "features": {
-                    "rank": 543,
-                    "Youtuber": "Bispo Bruno Leonardo",
-                    "subscribers": 16900000,
-                    "video views": 3523578665.0,
-                    "category": "Nonprofits & Activism",
-                    "Title": "Bispo Bruno Leonardo",
-                    "uploads": 4891,
-                    "Country": "Brazil",
-                    "Abbreviation": "BR",
-                    "channel_type": "Nonprofit",
-                    "video_views_rank": 2307.0,
-                    "country_rank": 29.0,
-                    "channel_type_rank": 2.0,
-                    "video_views_for_the_last_30_days": 149543000.0,
-                    "lowest_monthly_earnings": 37400.0,
-                    "highest_monthly_earnings": 598200.0,
-                    "lowest_yearly_earnings": 448600.0,
-                    "highest_yearly_earnings": 7200000.0,
-                    "subscribers_for_last_30_days": 400000.0,
-                    "created_year": 2016.0,
-                    "created_month": "Apr",
-                    "created_date": 10.0,
-                    "Gross tertiary education enrollment (%)": 51.3,
-                    "Population": 212559417.0,
-                    "Unemployment rate": 12.08,
-                    "Urban_population": 183241641.0,
-                    "Latitude": -14.235004,
-                    "Longitude": -51.92528
-                }
-            },
-            {
-                "scenario_id": "037",
-                "features": {
-                    "rank": 598,
-                    "Youtuber": "FitDance",
-                    "subscribers": 16100000,
-                    "video views": 7126210721.0,
-                    "category": "Music",
-                    "Title": "Fitdance Academy",
-                    "uploads": 41,
-                    "Country": "France",
-                    "Abbreviation": "FR",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 4006012.0,
-                    "country_rank": 3726.0,
-                    "channel_type_rank": 6335.0,
-                    "video_views_for_the_last_30_days": 780.0,
-                    "lowest_monthly_earnings": 0.2,
-                    "highest_monthly_earnings": 3.0,
-                    "lowest_yearly_earnings": 2.0,
-                    "highest_yearly_earnings": 37.0,
-                    "subscribers_for_last_30_days": 4.0,
-                    "created_year": 2006.0,
-                    "created_month": "Nov",
-                    "created_date": 20.0,
-                    "Gross tertiary education enrollment (%)": 65.6,
-                    "Population": 67059887.0,
-                    "Unemployment rate": 8.43,
-                    "Urban_population": 54123364.0,
-                    "Latitude": 46.227638,
-                    "Longitude": 2.213749
-                }
-            },
-            {
-                "scenario_id": "038",
-                "features": {
-                    "rank": 872,
-                    "Youtuber": "Kabita's Kitchen",
-                    "subscribers": 13300000,
-                    "video views": 2831275503.0,
-                    "category": "Howto & Style",
-                    "Title": "Kabita's Kitchen",
-                    "uploads": 1489,
-                    "Country": "India",
-                    "Abbreviation": "IN",
-                    "channel_type": "Howto",
-                    "video_views_rank": 3123.0,
-                    "country_rank": 117.0,
-                    "channel_type_rank": 32.0,
-                    "video_views_for_the_last_30_days": 43118000.0,
-                    "lowest_monthly_earnings": 10800.0,
-                    "highest_monthly_earnings": 172500.0,
-                    "lowest_yearly_earnings": 129400.0,
-                    "highest_yearly_earnings": 2100000.0,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2014.0,
-                    "created_month": "Oct",
-                    "created_date": 7.0,
-                    "Gross tertiary education enrollment (%)": 28.1,
-                    "Population": 1366417754.0,
-                    "Unemployment rate": 5.36,
-                    "Urban_population": 471031528.0,
-                    "Latitude": 20.593684,
-                    "Longitude": 78.96288
-                }
-            },
-            {
-                "scenario_id": "039",
-                "features": {
-                    "rank": 189,
-                    "Youtuber": "Drake",
-                    "subscribers": 28100000,
-                    "video views": 15318895118.0,
-                    "category": "Music",
-                    "Title": "drake",
-                    "uploads": 3,
-                    "Country": null,
-                    "Abbreviation": null,
-                    "channel_type": "Film",
-                    "video_views_rank": 4011030.0,
-                    "country_rank": null,
-                    "channel_type_rank": 4909.0,
-                    "video_views_for_the_last_30_days": 31.0,
-                    "lowest_monthly_earnings": 0.01,
-                    "highest_monthly_earnings": 0.12,
-                    "lowest_yearly_earnings": 0.09,
-                    "highest_yearly_earnings": 1.0,
-                    "subscribers_for_last_30_days": 1.0,
-                    "created_year": 2005.0,
-                    "created_month": "Sep",
-                    "created_date": 23.0,
-                    "Gross tertiary education enrollment (%)": null,
-                    "Population": null,
-                    "Unemployment rate": null,
-                    "Urban_population": null,
-                    "Latitude": null,
-                    "Longitude": null
-                }
-            },
-            {
-                "scenario_id": "040",
-                "features": {
-                    "rank": 177,
-                    "Youtuber": "Enaldinho",
-                    "subscribers": 29200000,
-                    "video views": 11627437847.0,
-                    "category": "Comedy",
-                    "Title": "Enaldinho",
-                    "uploads": 3654,
-                    "Country": "Brazil",
-                    "Abbreviation": "BR",
-                    "channel_type": "Games",
-                    "video_views_rank": 338.0,
-                    "country_rank": 10.0,
-                    "channel_type_rank": 15.0,
-                    "video_views_for_the_last_30_days": 303100000.0,
-                    "lowest_monthly_earnings": 75800.0,
-                    "highest_monthly_earnings": 1200000.0,
-                    "lowest_yearly_earnings": 909300.0,
-                    "highest_yearly_earnings": 14500000.0,
-                    "subscribers_for_last_30_days": 1000000.0,
-                    "created_year": 2012.0,
-                    "created_month": "Nov",
-                    "created_date": 7.0,
-                    "Gross tertiary education enrollment (%)": 51.3,
-                    "Population": 212559417.0,
-                    "Unemployment rate": 12.08,
-                    "Urban_population": 183241641.0,
-                    "Latitude": -14.235004,
-                    "Longitude": -51.92528
-                }
-            },
-            {
-                "scenario_id": "041",
-                "features": {
-                    "rank": 580,
-                    "Youtuber": "Technoblade",
-                    "subscribers": 16300000,
-                    "video views": 1656452554.0,
-                    "category": "Gaming",
-                    "Title": "Technoblade",
-                    "uploads": 989,
-                    "Country": "United States",
-                    "Abbreviation": "US",
-                    "channel_type": "Games",
-                    "video_views_rank": 6274.0,
-                    "country_rank": 138.0,
-                    "channel_type_rank": 40.0,
-                    "video_views_for_the_last_30_days": 17944000.0,
-                    "lowest_monthly_earnings": 4500.0,
-                    "highest_monthly_earnings": 71800.0,
-                    "lowest_yearly_earnings": 53800.0,
-                    "highest_yearly_earnings": 861300.0,
-                    "subscribers_for_last_30_days": 200000.0,
-                    "created_year": 2013.0,
-                    "created_month": "Oct",
-                    "created_date": 28.0,
-                    "Gross tertiary education enrollment (%)": 88.2,
-                    "Population": 328239523.0,
-                    "Unemployment rate": 14.7,
-                    "Urban_population": 270663028.0,
-                    "Latitude": 37.09024,
-                    "Longitude": -95.712891
-                }
-            },
-            {
-                "scenario_id": "042",
-                "features": {
-                    "rank": 525,
-                    "Youtuber": "Marques Brownlee",
-                    "subscribers": 17200000,
-                    "video views": 3606912471.0,
-                    "category": "Science & Technology",
-                    "Title": "Marques Brownlee",
-                    "uploads": 1567,
-                    "Country": "United States",
-                    "Abbreviation": "US",
-                    "channel_type": "Tech",
-                    "video_views_rank": 2196.0,
-                    "country_rank": 131.0,
-                    "channel_type_rank": 10.0,
-                    "video_views_for_the_last_30_days": 52325000.0,
-                    "lowest_monthly_earnings": 13100.0,
-                    "highest_monthly_earnings": 209300.0,
-                    "lowest_yearly_earnings": 157000.0,
-                    "highest_yearly_earnings": 2500000.0,
-                    "subscribers_for_last_30_days": 100000.0,
-                    "created_year": 2008.0,
-                    "created_month": "Mar",
-                    "created_date": 21.0,
-                    "Gross tertiary education enrollment (%)": 88.2,
-                    "Population": 328239523.0,
-                    "Unemployment rate": 14.7,
-                    "Urban_population": 270663028.0,
-                    "Latitude": 37.09024,
-                    "Longitude": -95.712891
-                }
-            },
-            {
-                "scenario_id": "043",
-                "features": {
-                    "rank": 800,
-                    "Youtuber": "ETV Jabardasth",
-                    "subscribers": 14000000,
-                    "video views": 13542939513.0,
-                    "category": "People & Blogs",
-                    "Title": "ETV Jabardasth",
-                    "uploads": 9652,
-                    "Country": "India",
-                    "Abbreviation": "IN",
-                    "channel_type": "Comedy",
-                    "video_views_rank": 268.0,
-                    "country_rank": 111.0,
-                    "channel_type_rank": 34.0,
-                    "video_views_for_the_last_30_days": 133584000.0,
-                    "lowest_monthly_earnings": 33400.0,
-                    "highest_monthly_earnings": 534300.0,
-                    "lowest_yearly_earnings": 400800.0,
-                    "highest_yearly_earnings": 6400000.0,
-                    "subscribers_for_last_30_days": 100000.0,
-                    "created_year": 2015.0,
-                    "created_month": "Jul",
-                    "created_date": 14.0,
-                    "Gross tertiary education enrollment (%)": 28.1,
-                    "Population": 1366417754.0,
-                    "Unemployment rate": 5.36,
-                    "Urban_population": 471031528.0,
-                    "Latitude": 20.593684,
-                    "Longitude": 78.96288
-                }
-            },
-            {
-                "scenario_id": "044",
-                "features": {
-                    "rank": 46,
-                    "Youtuber": "Billie Eilish",
-                    "subscribers": 47900000,
-                    "video views": 13626331061.0,
-                    "category": "Music",
-                    "Title": "Billie Eilish",
-                    "uploads": 65,
-                    "Country": "United States",
-                    "Abbreviation": "US",
-                    "channel_type": "Music",
-                    "video_views_rank": 263.0,
-                    "country_rank": 16.0,
-                    "channel_type_rank": 21.0,
-                    "video_views_for_the_last_30_days": 146862000.0,
-                    "lowest_monthly_earnings": 36700.0,
-                    "highest_monthly_earnings": 587400.0,
-                    "lowest_yearly_earnings": 440600.0,
-                    "highest_yearly_earnings": 7000000.0,
-                    "subscribers_for_last_30_days": 200000.0,
-                    "created_year": 2013.0,
-                    "created_month": "Feb",
-                    "created_date": 6.0,
-                    "Gross tertiary education enrollment (%)": 88.2,
-                    "Population": 328239523.0,
-                    "Unemployment rate": 14.7,
-                    "Urban_population": 270663028.0,
-                    "Latitude": 37.09024,
-                    "Longitude": -95.712891
-                }
-            },
-            {
-                "scenario_id": "045",
-                "features": {
-                    "rank": 303,
-                    "Youtuber": "KL BRO Biju Rithvik",
-                    "subscribers": 22800000,
-                    "video views": 17988347989.0,
-                    "category": "Entertainment",
-                    "Title": "KL BRO Biju Rithvik",
-                    "uploads": 1841,
-                    "Country": null,
-                    "Abbreviation": null,
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 143.0,
-                    "country_rank": null,
-                    "channel_type_rank": 79.0,
-                    "video_views_for_the_last_30_days": 2033000000.0,
-                    "lowest_monthly_earnings": 508100.0,
-                    "highest_monthly_earnings": 8100000.0,
-                    "lowest_yearly_earnings": 6100000.0,
-                    "highest_yearly_earnings": 97600000.0,
-                    "subscribers_for_last_30_days": 3200000.0,
-                    "created_year": 2020.0,
-                    "created_month": "Jul",
-                    "created_date": 21.0,
-                    "Gross tertiary education enrollment (%)": null,
-                    "Population": null,
-                    "Unemployment rate": null,
-                    "Urban_population": null,
-                    "Latitude": null,
-                    "Longitude": null
-                }
-            },
-            {
-                "scenario_id": "046",
-                "features": {
-                    "rank": 76,
-                    "Youtuber": "Toys and Colors",
-                    "subscribers": 40300000,
-                    "video views": 47005053156.0,
-                    "category": "Entertainment",
-                    "Title": "Toys and colors",
-                    "uploads": 4,
-                    "Country": null,
-                    "Abbreviation": null,
-                    "channel_type": "People",
-                    "video_views_rank": 3989650.0,
-                    "country_rank": null,
-                    "channel_type_rank": 7330.0,
-                    "video_views_for_the_last_30_days": 5.0,
-                    "lowest_monthly_earnings": 0.0,
-                    "highest_monthly_earnings": 0.02,
-                    "lowest_yearly_earnings": 0.02,
-                    "highest_yearly_earnings": 0.24,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2018.0,
-                    "created_month": "Jun",
-                    "created_date": 14.0,
-                    "Gross tertiary education enrollment (%)": null,
-                    "Population": null,
-                    "Unemployment rate": null,
-                    "Urban_population": null,
-                    "Latitude": null,
-                    "Longitude": null
-                }
-            },
-            {
-                "scenario_id": "047",
-                "features": {
-                    "rank": 274,
-                    "Youtuber": "FaZe Rug",
-                    "subscribers": 23700000,
-                    "video views": 7451792132.0,
-                    "category": "Gaming",
-                    "Title": "FaZeRug",
-                    "uploads": 0,
-                    "Country": "Canada",
-                    "Abbreviation": "CA",
-                    "channel_type": "Games",
-                    "video_views_rank": 4057944.0,
-                    "country_rank": 3885.0,
-                    "channel_type_rank": 7268.0,
-                    "video_views_for_the_last_30_days": null,
-                    "lowest_monthly_earnings": 0.0,
-                    "highest_monthly_earnings": 0.0,
-                    "lowest_yearly_earnings": 0.0,
-                    "highest_yearly_earnings": 0.0,
-                    "subscribers_for_last_30_days": 1.0,
-                    "created_year": 2012.0,
-                    "created_month": "Nov",
-                    "created_date": 30.0,
-                    "Gross tertiary education enrollment (%)": 68.9,
-                    "Population": 36991981.0,
-                    "Unemployment rate": 5.56,
-                    "Urban_population": 30628482.0,
-                    "Latitude": 56.130366,
-                    "Longitude": -106.346771
-                }
-            },
-            {
-                "scenario_id": "048",
-                "features": {
-                    "rank": 408,
-                    "Youtuber": "Crafty Panda",
-                    "subscribers": 19800000,
-                    "video views": 5759442450.0,
-                    "category": "People & Blogs",
-                    "Title": "Crafty Panda",
-                    "uploads": 760,
-                    "Country": "United States",
-                    "Abbreviation": "US",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 1120.0,
-                    "country_rank": 111.0,
-                    "channel_type_rank": 105.0,
-                    "video_views_for_the_last_30_days": 6137000.0,
-                    "lowest_monthly_earnings": 1500.0,
-                    "highest_monthly_earnings": 24500.0,
-                    "lowest_yearly_earnings": 18400.0,
-                    "highest_yearly_earnings": 294600.0,
-                    "subscribers_for_last_30_days": 100000.0,
-                    "created_year": 2017.0,
-                    "created_month": "Dec",
-                    "created_date": 3.0,
-                    "Gross tertiary education enrollment (%)": 88.2,
-                    "Population": 328239523.0,
-                    "Unemployment rate": 14.7,
-                    "Urban_population": 270663028.0,
-                    "Latitude": 37.09024,
-                    "Longitude": -95.712891
-                }
-            },
-            {
-                "scenario_id": "049",
-                "features": {
-                    "rank": 221,
-                    "Youtuber": "Mar�����",
-                    "subscribers": 26000000,
-                    "video views": 18597534412.0,
-                    "category": "Music",
-                    "Title": "mariliamendonca",
-                    "uploads": 1,
-                    "Country": null,
-                    "Abbreviation": null,
-                    "channel_type": "Music",
-                    "video_views_rank": 4057142.0,
-                    "country_rank": null,
-                    "channel_type_rank": 4914.0,
-                    "video_views_for_the_last_30_days": 3.0,
-                    "lowest_monthly_earnings": 0.0,
-                    "highest_monthly_earnings": 0.01,
-                    "lowest_yearly_earnings": 0.01,
-                    "highest_yearly_earnings": 0.14,
-                    "subscribers_for_last_30_days": 3.0,
-                    "created_year": 2008.0,
-                    "created_month": "Jun",
-                    "created_date": 14.0,
-                    "Gross tertiary education enrollment (%)": null,
-                    "Population": null,
-                    "Unemployment rate": null,
-                    "Urban_population": null,
-                    "Latitude": null,
-                    "Longitude": null
-                }
-            },
-            {
-                "scenario_id": "050",
-                "features": {
-                    "rank": 207,
-                    "Youtuber": "enchufetv",
-                    "subscribers": 26700000,
-                    "video views": 10317306313.0,
-                    "category": "Comedy",
-                    "Title": "enchufetv",
-                    "uploads": 975,
-                    "Country": "Colombia",
-                    "Abbreviation": "CO",
-                    "channel_type": "Comedy",
-                    "video_views_rank": 420.0,
-                    "country_rank": 5.0,
-                    "channel_type_rank": 11.0,
-                    "video_views_for_the_last_30_days": 24363000.0,
-                    "lowest_monthly_earnings": 6100.0,
-                    "highest_monthly_earnings": 97500.0,
-                    "lowest_yearly_earnings": 73100.0,
-                    "highest_yearly_earnings": 1200000.0,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2011.0,
-                    "created_month": "Nov",
-                    "created_date": 13.0,
-                    "Gross tertiary education enrollment (%)": 55.3,
-                    "Population": 50339443.0,
-                    "Unemployment rate": 9.71,
-                    "Urban_population": 40827302.0,
-                    "Latitude": 4.570868,
-                    "Longitude": -74.297333
-                }
-            },
-            {
-                "scenario_id": "051",
-                "features": {
-                    "rank": 284,
-                    "Youtuber": "Tilak",
-                    "subscribers": 23400000,
-                    "video views": 9465863821.0,
-                    "category": "Film & Animation",
-                    "Title": "Tilak",
-                    "uploads": 6672,
-                    "Country": "India",
-                    "Abbreviation": "IN",
-                    "channel_type": "Film",
-                    "video_views_rank": 493.0,
-                    "country_rank": 56.0,
-                    "channel_type_rank": 20.0,
-                    "video_views_for_the_last_30_days": 367347000.0,
-                    "lowest_monthly_earnings": 91800.0,
-                    "highest_monthly_earnings": 1500000.0,
-                    "lowest_yearly_earnings": 1100000.0,
-                    "highest_yearly_earnings": 17600000.0,
-                    "subscribers_for_last_30_days": 900000.0,
-                    "created_year": 2020.0,
-                    "created_month": "Oct",
-                    "created_date": 10.0,
-                    "Gross tertiary education enrollment (%)": 28.1,
-                    "Population": 1366417754.0,
-                    "Unemployment rate": 5.36,
-                    "Urban_population": 471031528.0,
-                    "Latitude": 20.593684,
-                    "Longitude": 78.96288
-                }
-            },
-            {
-                "scenario_id": "052",
-                "features": {
-                    "rank": 320,
-                    "Youtuber": "Vlad and Niki ESP",
-                    "subscribers": 22000000,
-                    "video views": 8594440895.0,
-                    "category": null,
-                    "Title": "Vlad and Niki ESP",
-                    "uploads": 515,
-                    "Country": "United States",
-                    "Abbreviation": "US",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 591.0,
-                    "country_rank": 93.0,
-                    "channel_type_rank": 87.0,
-                    "video_views_for_the_last_30_days": 183871000.0,
-                    "lowest_monthly_earnings": 46000.0,
-                    "highest_monthly_earnings": 735500.0,
-                    "lowest_yearly_earnings": 551600.0,
-                    "highest_yearly_earnings": 8800000.0,
-                    "subscribers_for_last_30_days": 200000.0,
-                    "created_year": 2018.0,
-                    "created_month": "Oct",
-                    "created_date": 11.0,
-                    "Gross tertiary education enrollment (%)": 88.2,
-                    "Population": 328239523.0,
-                    "Unemployment rate": 14.7,
-                    "Urban_population": 270663028.0,
-                    "Latitude": 37.09024,
-                    "Longitude": -95.712891
-                }
-            },
-            {
-                "scenario_id": "053",
-                "features": {
-                    "rank": 285,
-                    "Youtuber": "Valentina Pontes ofc",
-                    "subscribers": 23400000,
-                    "video views": 7926899136.0,
-                    "category": "Film & Animation",
-                    "Title": "Valentina Pontes ofc",
-                    "uploads": 1291,
-                    "Country": "Brazil",
-                    "Abbreviation": "BR",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 667.0,
-                    "country_rank": 14.0,
-                    "channel_type_rank": 77.0,
-                    "video_views_for_the_last_30_days": 28285000.0,
-                    "lowest_monthly_earnings": 7100.0,
-                    "highest_monthly_earnings": 113100.0,
-                    "lowest_yearly_earnings": 84900.0,
-                    "highest_yearly_earnings": 1400000.0,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2014.0,
-                    "created_month": "Apr",
-                    "created_date": 14.0,
-                    "Gross tertiary education enrollment (%)": 51.3,
-                    "Population": 212559417.0,
-                    "Unemployment rate": 12.08,
-                    "Urban_population": 183241641.0,
-                    "Latitude": -14.235004,
-                    "Longitude": -51.92528
-                }
-            },
-            {
-                "scenario_id": "054",
-                "features": {
-                    "rank": 289,
-                    "Youtuber": "Akshay Nagwadiya",
-                    "subscribers": 23200000,
-                    "video views": 7966720147.0,
-                    "category": "Entertainment",
-                    "Title": "Akshay Nagwadiya",
-                    "uploads": 595,
-                    "Country": null,
-                    "Abbreviation": null,
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 660.0,
-                    "country_rank": null,
-                    "channel_type_rank": 79.0,
-                    "video_views_for_the_last_30_days": 321179000.0,
-                    "lowest_monthly_earnings": 80300.0,
-                    "highest_monthly_earnings": 1300000.0,
-                    "lowest_yearly_earnings": 963500.0,
-                    "highest_yearly_earnings": 15400000.0,
-                    "subscribers_for_last_30_days": 900000.0,
-                    "created_year": 2017.0,
-                    "created_month": "Oct",
-                    "created_date": 25.0,
-                    "Gross tertiary education enrollment (%)": null,
-                    "Population": null,
-                    "Unemployment rate": null,
-                    "Urban_population": null,
-                    "Latitude": null,
-                    "Longitude": null
-                }
-            },
-            {
-                "scenario_id": "055",
-                "features": {
-                    "rank": 6,
-                    "Youtuber": "Music",
-                    "subscribers": 119000000,
-                    "video views": 0.0,
-                    "category": null,
-                    "Title": "Music",
-                    "uploads": 0,
-                    "Country": null,
-                    "Abbreviation": null,
-                    "channel_type": "Music",
-                    "video_views_rank": 4057944.0,
-                    "country_rank": null,
-                    "channel_type_rank": null,
-                    "video_views_for_the_last_30_days": null,
-                    "lowest_monthly_earnings": 0.0,
-                    "highest_monthly_earnings": 0.0,
-                    "lowest_yearly_earnings": 0.0,
-                    "highest_yearly_earnings": 0.0,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2013.0,
-                    "created_month": "Sep",
-                    "created_date": 24.0,
-                    "Gross tertiary education enrollment (%)": null,
-                    "Population": null,
-                    "Unemployment rate": null,
-                    "Urban_population": null,
-                    "Latitude": null,
-                    "Longitude": null
-                }
-            },
-            {
-                "scenario_id": "056",
-                "features": {
-                    "rank": 418,
-                    "Youtuber": "DaFuq!?Boom!",
-                    "subscribers": 19600000,
-                    "video views": 7906181776.0,
-                    "category": "Film & Animation",
-                    "Title": "DaFuq!?Boom!",
-                    "uploads": 214,
-                    "Country": "United States",
-                    "Abbreviation": "US",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 656.0,
-                    "country_rank": 112.0,
-                    "channel_type_rank": 106.0,
-                    "video_views_for_the_last_30_days": 2304000000.0,
-                    "lowest_monthly_earnings": 576000.0,
-                    "highest_monthly_earnings": 9200000.0,
-                    "lowest_yearly_earnings": 6900000.0,
-                    "highest_yearly_earnings": 110600000.0,
-                    "subscribers_for_last_30_days": 6700000.0,
-                    "created_year": 2016.0,
-                    "created_month": "Jun",
-                    "created_date": 6.0,
-                    "Gross tertiary education enrollment (%)": 88.2,
-                    "Population": 328239523.0,
-                    "Unemployment rate": 14.7,
-                    "Urban_population": 270663028.0,
-                    "Latitude": 37.09024,
-                    "Longitude": -95.712891
-                }
-            },
-            {
-                "scenario_id": "057",
-                "features": {
-                    "rank": 121,
-                    "Youtuber": "Galinha Pintadinha",
-                    "subscribers": 33800000,
-                    "video views": 27274550757.0,
-                    "category": "Film & Animation",
-                    "Title": "Galinha Pintadinha",
-                    "uploads": 66,
-                    "Country": "Brazil",
-                    "Abbreviation": "BR",
-                    "channel_type": "Film",
-                    "video_views_rank": 54.0,
-                    "country_rank": 8.0,
-                    "channel_type_rank": 9.0,
-                    "video_views_for_the_last_30_days": 403508000.0,
-                    "lowest_monthly_earnings": 100900.0,
-                    "highest_monthly_earnings": 1600000.0,
-                    "lowest_yearly_earnings": 1200000.0,
-                    "highest_yearly_earnings": 19400000.0,
-                    "subscribers_for_last_30_days": 200000.0,
-                    "created_year": 2006.0,
-                    "created_month": "Aug",
-                    "created_date": 30.0,
-                    "Gross tertiary education enrollment (%)": 51.3,
-                    "Population": 212559417.0,
-                    "Unemployment rate": 12.08,
-                    "Urban_population": 183241641.0,
-                    "Latitude": -14.235004,
-                    "Longitude": -51.92528
-                }
-            },
-            {
-                "scenario_id": "058",
-                "features": {
-                    "rank": 275,
-                    "Youtuber": "Mister Max",
-                    "subscribers": 23700000,
-                    "video views": 15510153803.0,
-                    "category": "People & Blogs",
-                    "Title": "Mister Max",
-                    "uploads": 1099,
-                    "Country": "United Kingdom",
-                    "Abbreviation": "GB",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 208.0,
-                    "country_rank": 11.0,
-                    "channel_type_rank": 74.0,
-                    "video_views_for_the_last_30_days": 32817000.0,
-                    "lowest_monthly_earnings": 8200.0,
-                    "highest_monthly_earnings": 131300.0,
-                    "lowest_yearly_earnings": 98400.0,
-                    "highest_yearly_earnings": 1600000.0,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2014.0,
-                    "created_month": "Sep",
-                    "created_date": 22.0,
-                    "Gross tertiary education enrollment (%)": 60.0,
-                    "Population": 66834405.0,
-                    "Unemployment rate": 3.85,
-                    "Urban_population": 55908316.0,
-                    "Latitude": 55.378051,
-                    "Longitude": -3.435973
-                }
-            },
-            {
-                "scenario_id": "059",
-                "features": {
-                    "rank": 203,
-                    "Youtuber": "Gulshan Kalra",
-                    "subscribers": 27100000,
-                    "video views": 12732444881.0,
-                    "category": "Howto & Style",
-                    "Title": "Gulshan Kalra",
-                    "uploads": 545,
-                    "Country": null,
-                    "Abbreviation": null,
-                    "channel_type": "Howto",
-                    "video_views_rank": 296.0,
-                    "country_rank": null,
-                    "channel_type_rank": 5.0,
-                    "video_views_for_the_last_30_days": 502779000.0,
-                    "lowest_monthly_earnings": 125700.0,
-                    "highest_monthly_earnings": 2000000.0,
-                    "lowest_yearly_earnings": 1500000.0,
-                    "highest_yearly_earnings": 24100000.0,
-                    "subscribers_for_last_30_days": 1300000.0,
-                    "created_year": 2018.0,
-                    "created_month": "Apr",
-                    "created_date": 9.0,
-                    "Gross tertiary education enrollment (%)": null,
-                    "Population": null,
-                    "Unemployment rate": null,
-                    "Urban_population": null,
-                    "Latitude": null,
-                    "Longitude": null
-                }
-            },
-            {
-                "scenario_id": "060",
-                "features": {
-                    "rank": 89,
-                    "Youtuber": "TheEllenShow",
-                    "subscribers": 38200000,
-                    "video views": 22756581750.0,
-                    "category": "Entertainment",
-                    "Title": "TheEllenShow",
-                    "uploads": 15672,
-                    "Country": "United States",
-                    "Abbreviation": "US",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 93.0,
-                    "country_rank": 26.0,
-                    "channel_type_rank": 26.0,
-                    "video_views_for_the_last_30_days": 21804000.0,
-                    "lowest_monthly_earnings": 5500.0,
-                    "highest_monthly_earnings": 87200.0,
-                    "lowest_yearly_earnings": 65400.0,
-                    "highest_yearly_earnings": 1000000.0,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2006.0,
-                    "created_month": "Nov",
-                    "created_date": 21.0,
-                    "Gross tertiary education enrollment (%)": 88.2,
-                    "Population": 328239523.0,
-                    "Unemployment rate": 14.7,
-                    "Urban_population": 270663028.0,
-                    "Latitude": 37.09024,
-                    "Longitude": -95.712891
-                }
-            },
-            {
-                "scenario_id": "061",
-                "features": {
-                    "rank": 34,
-                    "Youtuber": "Aaj Tak",
-                    "subscribers": 57600000,
-                    "video views": 25307753534.0,
-                    "category": "News & Politics",
-                    "Title": "Aaj Tak",
-                    "uploads": 283775,
-                    "Country": "India",
-                    "Abbreviation": "IN",
-                    "channel_type": "News",
-                    "video_views_rank": 71.0,
-                    "country_rank": 13.0,
-                    "channel_type_rank": 1.0,
-                    "video_views_for_the_last_30_days": 461148000.0,
-                    "lowest_monthly_earnings": 115300.0,
-                    "highest_monthly_earnings": 1800000.0,
-                    "lowest_yearly_earnings": 1400000.0,
-                    "highest_yearly_earnings": 22100000.0,
-                    "subscribers_for_last_30_days": 500000.0,
-                    "created_year": 2009.0,
-                    "created_month": "Aug",
-                    "created_date": 27.0,
-                    "Gross tertiary education enrollment (%)": 28.1,
-                    "Population": 1366417754.0,
-                    "Unemployment rate": 5.36,
-                    "Urban_population": 471031528.0,
-                    "Latitude": 20.593684,
-                    "Longitude": 78.96288
-                }
-            },
-            {
-                "scenario_id": "062",
-                "features": {
-                    "rank": 17,
-                    "Youtuber": "5-Minute Crafts",
-                    "subscribers": 80100000,
-                    "video views": 26236790209.0,
-                    "category": "Howto & Style",
-                    "Title": "5-Minute Crafts 2.0",
-                    "uploads": 1,
-                    "Country": "United Kingdom",
-                    "Abbreviation": "GB",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 4057901.0,
-                    "country_rank": 4797.0,
-                    "channel_type_rank": 6781.0,
-                    "video_views_for_the_last_30_days": 1.0,
-                    "lowest_monthly_earnings": 0.0,
-                    "highest_monthly_earnings": 0.0,
-                    "lowest_yearly_earnings": 0.0,
-                    "highest_yearly_earnings": 0.05,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2020.0,
-                    "created_month": "Jul",
-                    "created_date": 27.0,
-                    "Gross tertiary education enrollment (%)": 60.0,
-                    "Population": 66834405.0,
-                    "Unemployment rate": 3.85,
-                    "Urban_population": 55908316.0,
-                    "Latitude": 55.378051,
-                    "Longitude": -3.435973
-                }
-            },
-            {
-                "scenario_id": "063",
-                "features": {
-                    "rank": 328,
-                    "Youtuber": "Dua Lipa",
-                    "subscribers": 21800000,
-                    "video views": 11288359365.0,
-                    "category": "Music",
-                    "Title": "Dua Lipa",
-                    "uploads": 164,
-                    "Country": "United Kingdom",
-                    "Abbreviation": "GB",
-                    "channel_type": "Music",
-                    "video_views_rank": 368.0,
-                    "country_rank": 14.0,
-                    "channel_type_rank": 87.0,
-                    "video_views_for_the_last_30_days": 128047000.0,
-                    "lowest_monthly_earnings": 32000.0,
-                    "highest_monthly_earnings": 512200.0,
-                    "lowest_yearly_earnings": 384100.0,
-                    "highest_yearly_earnings": 6100000.0,
-                    "subscribers_for_last_30_days": 100000.0,
-                    "created_year": 2011.0,
-                    "created_month": "Feb",
-                    "created_date": 5.0,
-                    "Gross tertiary education enrollment (%)": 60.0,
-                    "Population": 66834405.0,
-                    "Unemployment rate": 3.85,
-                    "Urban_population": 55908316.0,
-                    "Latitude": 55.378051,
-                    "Longitude": -3.435973
-                }
-            },
-            {
-                "scenario_id": "064",
-                "features": {
-                    "rank": 226,
-                    "Youtuber": "Nicki Minaj",
-                    "subscribers": 25700000,
-                    "video views": 10242981063.0,
-                    "category": "Music",
-                    "Title": "Nicki Minaj",
-                    "uploads": 42,
-                    "Country": "United States",
-                    "Abbreviation": "US",
-                    "channel_type": "Music",
-                    "video_views_rank": 425.0,
-                    "country_rank": 67.0,
-                    "channel_type_rank": 67.0,
-                    "video_views_for_the_last_30_days": 103631000.0,
-                    "lowest_monthly_earnings": 25900.0,
-                    "highest_monthly_earnings": 414500.0,
-                    "lowest_yearly_earnings": 310900.0,
-                    "highest_yearly_earnings": 5000000.0,
-                    "subscribers_for_last_30_days": 100000.0,
-                    "created_year": 2013.0,
-                    "created_month": "Aug",
-                    "created_date": 28.0,
-                    "Gross tertiary education enrollment (%)": 88.2,
-                    "Population": 328239523.0,
-                    "Unemployment rate": 14.7,
-                    "Urban_population": 270663028.0,
-                    "Latitude": 37.09024,
-                    "Longitude": -95.712891
-                }
-            },
-            {
-                "scenario_id": "065",
-                "features": {
-                    "rank": 293,
-                    "Youtuber": "unknown boy varun",
-                    "subscribers": 23100000,
-                    "video views": 9299371231.0,
-                    "category": "Music",
-                    "Title": "unknown boy varun",
-                    "uploads": 456,
-                    "Country": "India",
-                    "Abbreviation": "IN",
-                    "channel_type": "Music",
-                    "video_views_rank": 506.0,
-                    "country_rank": 58.0,
-                    "channel_type_rank": 80.0,
-                    "video_views_for_the_last_30_days": 304021000.0,
-                    "lowest_monthly_earnings": 76000.0,
-                    "highest_monthly_earnings": 1200000.0,
-                    "lowest_yearly_earnings": 912100.0,
-                    "highest_yearly_earnings": 14600000.0,
-                    "subscribers_for_last_30_days": 700000.0,
-                    "created_year": 2016.0,
-                    "created_month": "Sep",
-                    "created_date": 27.0,
-                    "Gross tertiary education enrollment (%)": 28.1,
-                    "Population": 1366417754.0,
-                    "Unemployment rate": 5.36,
-                    "Urban_population": 471031528.0,
-                    "Latitude": 20.593684,
-                    "Longitude": 78.96288
-                }
-            },
-            {
-                "scenario_id": "067",
-                "features": {
-                    "rank": 792,
-                    "Youtuber": "Bie The Ska",
-                    "subscribers": 14100000,
-                    "video views": 4627069704.0,
-                    "category": "Entertainment",
-                    "Title": "Bie The Ska",
-                    "uploads": 1540,
-                    "Country": "Thailand",
-                    "Abbreviation": "TH",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 1531.0,
-                    "country_rank": 14.0,
-                    "channel_type_rank": 155.0,
-                    "video_views_for_the_last_30_days": 12502000.0,
-                    "lowest_monthly_earnings": 3100.0,
-                    "highest_monthly_earnings": 50000.0,
-                    "lowest_yearly_earnings": 37500.0,
-                    "highest_yearly_earnings": 600100.0,
-                    "subscribers_for_last_30_days": 100000.0,
-                    "created_year": 2006.0,
-                    "created_month": "Oct",
-                    "created_date": 3.0,
-                    "Gross tertiary education enrollment (%)": 49.3,
-                    "Population": 69625582.0,
-                    "Unemployment rate": 0.75,
-                    "Urban_population": 35294600.0,
-                    "Latitude": 15.870032,
-                    "Longitude": 100.992541
-                }
-            },
-            {
-                "scenario_id": "068",
-                "features": {
-                    "rank": 696,
-                    "Youtuber": "ERB",
-                    "subscribers": 14900000,
-                    "video views": 4033400167.0,
-                    "category": "Entertainment",
-                    "Title": "ERB",
-                    "uploads": 86,
-                    "Country": "United States",
-                    "Abbreviation": "US",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 1886.0,
-                    "country_rank": 152.0,
-                    "channel_type_rank": 147.0,
-                    "video_views_for_the_last_30_days": 11043000.0,
-                    "lowest_monthly_earnings": 2800.0,
-                    "highest_monthly_earnings": 44200.0,
-                    "lowest_yearly_earnings": 33100.0,
-                    "highest_yearly_earnings": 530100.0,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2006.0,
-                    "created_month": "Feb",
-                    "created_date": 8.0,
-                    "Gross tertiary education enrollment (%)": 88.2,
-                    "Population": 328239523.0,
-                    "Unemployment rate": 14.7,
-                    "Urban_population": 270663028.0,
-                    "Latitude": 37.09024,
-                    "Longitude": -95.712891
-                }
-            },
-            {
-                "scenario_id": "069",
-                "features": {
-                    "rank": 204,
-                    "Youtuber": "Brent Rivera",
-                    "subscribers": 27000000,
-                    "video views": 6570935979.0,
-                    "category": "Comedy",
-                    "Title": "Brent Rivera",
-                    "uploads": 554,
-                    "Country": "United States",
-                    "Abbreviation": "US",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 909.0,
-                    "country_rank": 60.0,
-                    "channel_type_rank": 53.0,
-                    "video_views_for_the_last_30_days": 144453000.0,
-                    "lowest_monthly_earnings": 36100.0,
-                    "highest_monthly_earnings": 577800.0,
-                    "lowest_yearly_earnings": 433400.0,
-                    "highest_yearly_earnings": 6900000.0,
-                    "subscribers_for_last_30_days": 300000.0,
-                    "created_year": 2009.0,
-                    "created_month": "Aug",
-                    "created_date": 1.0,
-                    "Gross tertiary education enrollment (%)": 88.2,
-                    "Population": 328239523.0,
-                    "Unemployment rate": 14.7,
-                    "Urban_population": 270663028.0,
-                    "Latitude": 37.09024,
-                    "Longitude": -95.712891
-                }
-            },
-            {
-                "scenario_id": "070",
-                "features": {
-                    "rank": 910,
-                    "Youtuber": "7 Minutoz",
-                    "subscribers": 13000000,
-                    "video views": 4349562794.0,
-                    "category": "Music",
-                    "Title": "7 Minutoz",
-                    "uploads": 521,
-                    "Country": "Brazil",
-                    "Abbreviation": "BR",
-                    "channel_type": "Music",
-                    "video_views_rank": 1692.0,
-                    "country_rank": 51.0,
-                    "channel_type_rank": 144.0,
-                    "video_views_for_the_last_30_days": 29526000.0,
-                    "lowest_monthly_earnings": 7400.0,
-                    "highest_monthly_earnings": 118100.0,
-                    "lowest_yearly_earnings": 88600.0,
-                    "highest_yearly_earnings": 1400000.0,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2012.0,
-                    "created_month": "Jun",
-                    "created_date": 4.0,
-                    "Gross tertiary education enrollment (%)": 51.3,
-                    "Population": 212559417.0,
-                    "Unemployment rate": 12.08,
-                    "Urban_population": 183241641.0,
-                    "Latitude": -14.235004,
-                    "Longitude": -51.92528
-                }
-            },
-            {
-                "scenario_id": "071",
-                "features": {
-                    "rank": 421,
-                    "Youtuber": "DLS News",
-                    "subscribers": 19400000,
-                    "video views": 2255542592.0,
-                    "category": "News & Politics",
-                    "Title": "DLS News",
-                    "uploads": 4750,
-                    "Country": "India",
-                    "Abbreviation": "IN",
-                    "channel_type": "News",
-                    "video_views_rank": 4178.0,
-                    "country_rank": 74.0,
-                    "channel_type_rank": 8.0,
-                    "video_views_for_the_last_30_days": 32111000.0,
-                    "lowest_monthly_earnings": 8000.0,
-                    "highest_monthly_earnings": 128400.0,
-                    "lowest_yearly_earnings": 96300.0,
-                    "highest_yearly_earnings": 1500000.0,
-                    "subscribers_for_last_30_days": 100000.0,
-                    "created_year": 2017.0,
-                    "created_month": "Jul",
-                    "created_date": 5.0,
-                    "Gross tertiary education enrollment (%)": 28.1,
-                    "Population": 1366417754.0,
-                    "Unemployment rate": 5.36,
-                    "Urban_population": 471031528.0,
-                    "Latitude": 20.593684,
-                    "Longitude": 78.96288
-                }
-            },
-            {
-                "scenario_id": "072",
-                "features": {
-                    "rank": 804,
-                    "Youtuber": "karameeshchannel",
-                    "subscribers": 13900000,
-                    "video views": 9106781518.0,
-                    "category": "Entertainment",
-                    "Title": "karameeshchannel",
-                    "uploads": 2254,
-                    "Country": "Jordan",
-                    "Abbreviation": "JO",
-                    "channel_type": "Music",
-                    "video_views_rank": 526.0,
-                    "country_rank": 3.0,
-                    "channel_type_rank": 137.0,
-                    "video_views_for_the_last_30_days": 87639000.0,
-                    "lowest_monthly_earnings": 21900.0,
-                    "highest_monthly_earnings": 350600.0,
-                    "lowest_yearly_earnings": 262900.0,
-                    "highest_yearly_earnings": 4200000.0,
-                    "subscribers_for_last_30_days": 100000.0,
-                    "created_year": 2012.0,
-                    "created_month": "Jan",
-                    "created_date": 18.0,
-                    "Gross tertiary education enrollment (%)": 34.4,
-                    "Population": 10101694.0,
-                    "Unemployment rate": 14.72,
-                    "Urban_population": 9213048.0,
-                    "Latitude": 30.585164,
-                    "Longitude": 36.238414
-                }
-            },
-            {
-                "scenario_id": "073",
-                "features": {
-                    "rank": 663,
-                    "Youtuber": "Daftar Populer",
-                    "subscribers": 15100000,
-                    "video views": 2143140898.0,
-                    "category": "Education",
-                    "Title": "Daftar Populer",
-                    "uploads": 3810,
-                    "Country": "Indonesia",
-                    "Abbreviation": "ID",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 4520.0,
-                    "country_rank": 24.0,
-                    "channel_type_rank": 144.0,
-                    "video_views_for_the_last_30_days": 17231000.0,
-                    "lowest_monthly_earnings": 4300.0,
-                    "highest_monthly_earnings": 68900.0,
-                    "lowest_yearly_earnings": 51700.0,
-                    "highest_yearly_earnings": 827100.0,
-                    "subscribers_for_last_30_days": 100000.0,
-                    "created_year": 2017.0,
-                    "created_month": "Jan",
-                    "created_date": 16.0,
-                    "Gross tertiary education enrollment (%)": 36.3,
-                    "Population": 270203917.0,
-                    "Unemployment rate": 4.69,
-                    "Urban_population": 151509724.0,
-                    "Latitude": -0.789275,
-                    "Longitude": 113.921327
-                }
-            },
-            {
-                "scenario_id": "074",
-                "features": {
-                    "rank": 602,
-                    "Youtuber": "sagar kalra (Shorts)",
-                    "subscribers": 16000000,
-                    "video views": 6543629679.0,
-                    "category": "People & Blogs",
-                    "Title": "sagar kalra (Shorts)",
-                    "uploads": 453,
-                    "Country": null,
-                    "Abbreviation": null,
-                    "channel_type": "People",
-                    "video_views_rank": 921.0,
-                    "country_rank": null,
-                    "channel_type_rank": 39.0,
-                    "video_views_for_the_last_30_days": 74062000.0,
-                    "lowest_monthly_earnings": 18500.0,
-                    "highest_monthly_earnings": 296200.0,
-                    "lowest_yearly_earnings": 222200.0,
-                    "highest_yearly_earnings": 3600000.0,
-                    "subscribers_for_last_30_days": 200000.0,
-                    "created_year": 2017.0,
-                    "created_month": "Jun",
-                    "created_date": 30.0,
-                    "Gross tertiary education enrollment (%)": null,
-                    "Population": null,
-                    "Unemployment rate": null,
-                    "Urban_population": null,
-                    "Latitude": null,
-                    "Longitude": null
-                }
-            },
-            {
-                "scenario_id": "075",
-                "features": {
-                    "rank": 616,
-                    "Youtuber": "Arif muhammad",
-                    "subscribers": 15800000,
-                    "video views": 4122634467.0,
-                    "category": "People & Blogs",
-                    "Title": "Arif muhammad",
-                    "uploads": 542,
-                    "Country": "Indonesia",
-                    "Abbreviation": "ID",
-                    "channel_type": "Comedy",
-                    "video_views_rank": 1816.0,
-                    "country_rank": 22.0,
-                    "channel_type_rank": 26.0,
-                    "video_views_for_the_last_30_days": 71870000.0,
-                    "lowest_monthly_earnings": 18000.0,
-                    "highest_monthly_earnings": 287500.0,
-                    "lowest_yearly_earnings": 215600.0,
-                    "highest_yearly_earnings": 3400000.0,
-                    "subscribers_for_last_30_days": 100000.0,
-                    "created_year": 2017.0,
-                    "created_month": "Jan",
-                    "created_date": 18.0,
-                    "Gross tertiary education enrollment (%)": 36.3,
-                    "Population": 270203917.0,
-                    "Unemployment rate": 4.69,
-                    "Urban_population": 151509724.0,
-                    "Latitude": -0.789275,
-                    "Longitude": 113.921327
-                }
-            },
-            {
-                "scenario_id": "076",
-                "features": {
-                    "rank": 775,
-                    "Youtuber": "TommyInnit",
-                    "subscribers": 14200000,
-                    "video views": 2084791147.0,
-                    "category": "Gaming",
-                    "Title": "TommyInnit",
-                    "uploads": 342,
-                    "Country": "United Kingdom",
-                    "Abbreviation": "GB",
-                    "channel_type": "Games",
-                    "video_views_rank": 4696.0,
-                    "country_rank": 27.0,
-                    "channel_type_rank": 55.0,
-                    "video_views_for_the_last_30_days": 54291000.0,
-                    "lowest_monthly_earnings": 13600.0,
-                    "highest_monthly_earnings": 217200.0,
-                    "lowest_yearly_earnings": 162900.0,
-                    "highest_yearly_earnings": 2600000.0,
-                    "subscribers_for_last_30_days": 200000.0,
-                    "created_year": 2015.0,
-                    "created_month": "Dec",
-                    "created_date": 24.0,
-                    "Gross tertiary education enrollment (%)": 60.0,
-                    "Population": 66834405.0,
-                    "Unemployment rate": 3.85,
-                    "Urban_population": 55908316.0,
-                    "Latitude": 55.378051,
-                    "Longitude": -3.435973
-                }
-            },
-            {
-                "scenario_id": "077",
-                "features": {
-                    "rank": 311,
-                    "Youtuber": "LeoNata Family",
-                    "subscribers": 22600000,
-                    "video views": 27084848152.0,
-                    "category": "People & Blogs",
-                    "Title": "LeoNata Family",
-                    "uploads": 2321,
-                    "Country": "United States",
-                    "Abbreviation": "US",
-                    "channel_type": "People",
-                    "video_views_rank": 57.0,
-                    "country_rank": 87.0,
-                    "channel_type_rank": 11.0,
-                    "video_views_for_the_last_30_days": 1174000000.0,
-                    "lowest_monthly_earnings": 293500.0,
-                    "highest_monthly_earnings": 4700000.0,
-                    "lowest_yearly_earnings": 3500000.0,
-                    "highest_yearly_earnings": 56300000.0,
-                    "subscribers_for_last_30_days": 1300000.0,
-                    "created_year": 2021.0,
-                    "created_month": "Sep",
-                    "created_date": 28.0,
-                    "Gross tertiary education enrollment (%)": 88.2,
-                    "Population": 328239523.0,
-                    "Unemployment rate": 14.7,
-                    "Urban_population": 270663028.0,
-                    "Latitude": 37.09024,
-                    "Longitude": -95.712891
-                }
-            },
-            {
-                "scenario_id": "078",
-                "features": {
-                    "rank": 440,
-                    "Youtuber": "HiMan",
-                    "subscribers": 18900000,
-                    "video views": 2855519150.0,
-                    "category": "People & Blogs",
-                    "Title": "HiMan",
-                    "uploads": 375,
-                    "Country": "Russia",
-                    "Abbreviation": "RU",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 3094.0,
-                    "country_rank": 4.0,
-                    "channel_type_rank": 112.0,
-                    "video_views_for_the_last_30_days": 24563000.0,
-                    "lowest_monthly_earnings": 6100.0,
-                    "highest_monthly_earnings": 98300.0,
-                    "lowest_yearly_earnings": 73700.0,
-                    "highest_yearly_earnings": 1200000.0,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2014.0,
-                    "created_month": "Oct",
-                    "created_date": 16.0,
-                    "Gross tertiary education enrollment (%)": 81.9,
-                    "Population": 144373535.0,
-                    "Unemployment rate": 4.59,
-                    "Urban_population": 107683889.0,
-                    "Latitude": 61.52401,
-                    "Longitude": 105.318756
-                }
-            },
-            {
-                "scenario_id": "079",
-                "features": {
-                    "rank": 423,
-                    "Youtuber": "etvteluguindia",
-                    "subscribers": 19400000,
-                    "video views": 23038014291.0,
-                    "category": "Entertainment",
-                    "Title": "etvteluguindia",
-                    "uploads": 125974,
-                    "Country": "India",
-                    "Abbreviation": "IN",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 88.0,
-                    "country_rank": 75.0,
-                    "channel_type_rank": 109.0,
-                    "video_views_for_the_last_30_days": 272917000.0,
-                    "lowest_monthly_earnings": 68200.0,
-                    "highest_monthly_earnings": 1100000.0,
-                    "lowest_yearly_earnings": 818800.0,
-                    "highest_yearly_earnings": 13100000.0,
-                    "subscribers_for_last_30_days": 200000.0,
-                    "created_year": 2010.0,
-                    "created_month": "Mar",
-                    "created_date": 15.0,
-                    "Gross tertiary education enrollment (%)": 28.1,
-                    "Population": 1366417754.0,
-                    "Unemployment rate": 5.36,
-                    "Urban_population": 471031528.0,
-                    "Latitude": 20.593684,
-                    "Longitude": 78.96288
-                }
-            },
-            {
-                "scenario_id": "080",
-                "features": {
-                    "rank": 397,
-                    "Youtuber": "7clouds",
-                    "subscribers": 20100000,
-                    "video views": 14816075927.0,
-                    "category": "Music",
-                    "Title": "7clouds",
-                    "uploads": 2384,
-                    "Country": "United States",
-                    "Abbreviation": "US",
-                    "channel_type": "Music",
-                    "video_views_rank": 227.0,
-                    "country_rank": 108.0,
-                    "channel_type_rank": 95.0,
-                    "video_views_for_the_last_30_days": 276751000.0,
-                    "lowest_monthly_earnings": 69200.0,
-                    "highest_monthly_earnings": 1100000.0,
-                    "lowest_yearly_earnings": 830300.0,
-                    "highest_yearly_earnings": 13300000.0,
-                    "subscribers_for_last_30_days": 300000.0,
-                    "created_year": 2013.0,
-                    "created_month": "May",
-                    "created_date": 25.0,
-                    "Gross tertiary education enrollment (%)": 88.2,
-                    "Population": 328239523.0,
-                    "Unemployment rate": 14.7,
-                    "Urban_population": 270663028.0,
-                    "Latitude": 37.09024,
-                    "Longitude": -95.712891
-                }
-            },
-            {
-                "scenario_id": "081",
-                "features": {
-                    "rank": 604,
-                    "Youtuber": "Antrax",
-                    "subscribers": 16000000,
-                    "video views": 3029872908.0,
-                    "category": "Gaming",
-                    "Title": "Antrax",
-                    "uploads": 687,
-                    "Country": "Mexico",
-                    "Abbreviation": "MX",
-                    "channel_type": "Games",
-                    "video_views_rank": 2844.0,
-                    "country_rank": 23.0,
-                    "channel_type_rank": 42.0,
-                    "video_views_for_the_last_30_days": 4698000.0,
-                    "lowest_monthly_earnings": 1200.0,
-                    "highest_monthly_earnings": 18800.0,
-                    "lowest_yearly_earnings": 14100.0,
-                    "highest_yearly_earnings": 225500.0,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2015.0,
-                    "created_month": "May",
-                    "created_date": 25.0,
-                    "Gross tertiary education enrollment (%)": 40.2,
-                    "Population": 126014024.0,
-                    "Unemployment rate": 3.42,
-                    "Urban_population": 102626859.0,
-                    "Latitude": 23.634501,
-                    "Longitude": -102.552784
-                }
-            },
-            {
-                "scenario_id": "082",
-                "features": {
-                    "rank": 380,
-                    "Youtuber": "SlivkiShow",
-                    "subscribers": 20400000,
-                    "video views": 4707412332.0,
-                    "category": "Entertainment",
-                    "Title": "SlivkiShow",
-                    "uploads": 462,
-                    "Country": "Ukraine",
-                    "Abbreviation": "UA",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 1489.0,
-                    "country_rank": 1.0,
-                    "channel_type_rank": 100.0,
-                    "video_views_for_the_last_30_days": 28990000.0,
-                    "lowest_monthly_earnings": 7200.0,
-                    "highest_monthly_earnings": 116000.0,
-                    "lowest_yearly_earnings": 87000.0,
-                    "highest_yearly_earnings": 1400000.0,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2012.0,
-                    "created_month": "Dec",
-                    "created_date": 11.0,
-                    "Gross tertiary education enrollment (%)": 82.7,
-                    "Population": 44385155.0,
-                    "Unemployment rate": 8.88,
-                    "Urban_population": 30835699.0,
-                    "Latitude": 48.379433,
-                    "Longitude": 31.16558
-                }
-            },
-            {
-                "scenario_id": "083",
-                "features": {
-                    "rank": 332,
-                    "Youtuber": "Sourav Joshi Vlogs",
-                    "subscribers": 21700000,
-                    "video views": 9392093496.0,
-                    "category": "People & Blogs",
-                    "Title": "Sourav Joshi Vlogs",
-                    "uploads": 1390,
-                    "Country": null,
-                    "Abbreviation": null,
-                    "channel_type": "People",
-                    "video_views_rank": 498.0,
-                    "country_rank": null,
-                    "channel_type_rank": 13.0,
-                    "video_views_for_the_last_30_days": 265336000.0,
-                    "lowest_monthly_earnings": 66300.0,
-                    "highest_monthly_earnings": 1100000.0,
-                    "lowest_yearly_earnings": 796000.0,
-                    "highest_yearly_earnings": 12700000.0,
-                    "subscribers_for_last_30_days": 400000.0,
-                    "created_year": 2019.0,
-                    "created_month": "Feb",
-                    "created_date": 19.0,
-                    "Gross tertiary education enrollment (%)": null,
-                    "Population": null,
-                    "Unemployment rate": null,
-                    "Urban_population": null,
-                    "Latitude": null,
-                    "Longitude": null
-                }
-            },
-            {
-                "scenario_id": "084",
-                "features": {
-                    "rank": 426,
-                    "Youtuber": "Vsauce",
-                    "subscribers": 19300000,
-                    "video views": 2897907132.0,
-                    "category": "Science & Technology",
-                    "Title": "Vsauce",
-                    "uploads": 462,
-                    "Country": null,
-                    "Abbreviation": null,
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 3024.0,
-                    "country_rank": null,
-                    "channel_type_rank": 110.0,
-                    "video_views_for_the_last_30_days": 69614000.0,
-                    "lowest_monthly_earnings": 17400.0,
-                    "highest_monthly_earnings": 278500.0,
-                    "lowest_yearly_earnings": 208800.0,
-                    "highest_yearly_earnings": 3300000.0,
-                    "subscribers_for_last_30_days": 100000.0,
-                    "created_year": 2007.0,
-                    "created_month": "Jul",
-                    "created_date": 30.0,
-                    "Gross tertiary education enrollment (%)": null,
-                    "Population": null,
-                    "Unemployment rate": null,
-                    "Urban_population": null,
-                    "Latitude": null,
-                    "Longitude": null
-                }
-            },
-            {
-                "scenario_id": "085",
-                "features": {
-                    "rank": 537,
-                    "Youtuber": "Pop Chartbusters",
-                    "subscribers": 16900000,
-                    "video views": 8684010451.0,
-                    "category": "Music",
-                    "Title": "Pop Chartbusters",
-                    "uploads": 2235,
-                    "Country": "India",
-                    "Abbreviation": "IN",
-                    "channel_type": "Music",
-                    "video_views_rank": 574.0,
-                    "country_rank": 90.0,
-                    "channel_type_rank": 113.0,
-                    "video_views_for_the_last_30_days": 72911000.0,
-                    "lowest_monthly_earnings": 18200.0,
-                    "highest_monthly_earnings": 291600.0,
-                    "lowest_yearly_earnings": 218700.0,
-                    "highest_yearly_earnings": 3500000.0,
-                    "subscribers_for_last_30_days": 200000.0,
-                    "created_year": 2011.0,
-                    "created_month": "Aug",
-                    "created_date": 26.0,
-                    "Gross tertiary education enrollment (%)": 28.1,
-                    "Population": 1366417754.0,
-                    "Unemployment rate": 5.36,
-                    "Urban_population": 471031528.0,
-                    "Latitude": 20.593684,
-                    "Longitude": 78.96288
-                }
-            },
-            {
-                "scenario_id": "086",
-                "features": {
-                    "rank": 727,
-                    "Youtuber": "Auron",
-                    "subscribers": 14600000,
-                    "video views": 3337074920.0,
-                    "category": "People & Blogs",
-                    "Title": "Auron",
-                    "uploads": 961,
-                    "Country": "Spain",
-                    "Abbreviation": "ES",
-                    "channel_type": "Games",
-                    "video_views_rank": 2455.0,
-                    "country_rank": 14.0,
-                    "channel_type_rank": 51.0,
-                    "video_views_for_the_last_30_days": 60568000.0,
-                    "lowest_monthly_earnings": 15100.0,
-                    "highest_monthly_earnings": 242300.0,
-                    "lowest_yearly_earnings": 181700.0,
-                    "highest_yearly_earnings": 2900000.0,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2013.0,
-                    "created_month": "Dec",
-                    "created_date": 12.0,
-                    "Gross tertiary education enrollment (%)": 88.9,
-                    "Population": 47076781.0,
-                    "Unemployment rate": 13.96,
-                    "Urban_population": 37927409.0,
-                    "Latitude": 40.463667,
-                    "Longitude": -3.74922
-                }
-            },
-            {
-                "scenario_id": "088",
-                "features": {
-                    "rank": 553,
-                    "Youtuber": "Tu COSMOPOLIS",
-                    "subscribers": 16700000,
-                    "video views": 5089284369.0,
-                    "category": "People & Blogs",
-                    "Title": "Tu COSMOPOLIS",
-                    "uploads": 8741,
-                    "Country": "Mexico",
-                    "Abbreviation": "MX",
-                    "channel_type": "People",
-                    "video_views_rank": 1337.0,
-                    "country_rank": 19.0,
-                    "channel_type_rank": 35.0,
-                    "video_views_for_the_last_30_days": 16139000.0,
-                    "lowest_monthly_earnings": 4000.0,
-                    "highest_monthly_earnings": 64600.0,
-                    "lowest_yearly_earnings": 48400.0,
-                    "highest_yearly_earnings": 774700.0,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2014.0,
-                    "created_month": "Aug",
-                    "created_date": 28.0,
-                    "Gross tertiary education enrollment (%)": 40.2,
-                    "Population": 126014024.0,
-                    "Unemployment rate": 3.42,
-                    "Urban_population": 102626859.0,
-                    "Latitude": 23.634501,
-                    "Longitude": -102.552784
-                }
-            },
-            {
-                "scenario_id": "089",
-                "features": {
-                    "rank": 853,
-                    "Youtuber": "Vibhu 96",
-                    "subscribers": 13400000,
-                    "video views": 20563378.0,
-                    "category": null,
-                    "Title": "Vibhu 96",
-                    "uploads": 256,
-                    "Country": "India",
-                    "Abbreviation": "IN",
-                    "channel_type": "Education",
-                    "video_views_rank": 342460.0,
-                    "country_rank": 114.0,
-                    "channel_type_rank": 40.0,
-                    "video_views_for_the_last_30_days": 20264000.0,
-                    "lowest_monthly_earnings": 5100.0,
-                    "highest_monthly_earnings": 81100.0,
-                    "lowest_yearly_earnings": 60800.0,
-                    "highest_yearly_earnings": 972700.0,
-                    "subscribers_for_last_30_days": 300000.0,
-                    "created_year": 2022.0,
-                    "created_month": "Jun",
-                    "created_date": 5.0,
-                    "Gross tertiary education enrollment (%)": 28.1,
-                    "Population": 1366417754.0,
-                    "Unemployment rate": 5.36,
-                    "Urban_population": 471031528.0,
-                    "Latitude": 20.593684,
-                    "Longitude": 78.96288
-                }
-            },
-            {
-                "scenario_id": "090",
-                "features": {
-                    "rank": 403,
-                    "Youtuber": "Gordon Ramsay",
-                    "subscribers": 20000000,
-                    "video views": 3875172235.0,
-                    "category": "Entertainment",
-                    "Title": "Gordon Ramsay",
-                    "uploads": 1527,
-                    "Country": "United Kingdom",
-                    "Abbreviation": "GB",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 2001.0,
-                    "country_rank": 16.0,
-                    "channel_type_rank": 104.0,
-                    "video_views_for_the_last_30_days": 39228000.0,
-                    "lowest_monthly_earnings": 9800.0,
-                    "highest_monthly_earnings": 156900.0,
-                    "lowest_yearly_earnings": 117700.0,
-                    "highest_yearly_earnings": 1900000.0,
-                    "subscribers_for_last_30_days": 200000.0,
-                    "created_year": 2006.0,
-                    "created_month": "Apr",
-                    "created_date": 29.0,
-                    "Gross tertiary education enrollment (%)": 60.0,
-                    "Population": 66834405.0,
-                    "Unemployment rate": 3.85,
-                    "Urban_population": 55908316.0,
-                    "Latitude": 55.378051,
-                    "Longitude": -3.435973
-                }
-            },
-            {
-                "scenario_id": "091",
-                "features": {
-                    "rank": 453,
-                    "Youtuber": "Smile Family Spanish",
-                    "subscribers": 18600000,
-                    "video views": 7008250496.0,
-                    "category": null,
-                    "Title": "Smile Family Spanish",
-                    "uploads": 457,
-                    "Country": "United States",
-                    "Abbreviation": "US",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 830.0,
-                    "country_rank": 118.0,
-                    "channel_type_rank": 115.0,
-                    "video_views_for_the_last_30_days": 43396000.0,
-                    "lowest_monthly_earnings": 10800.0,
-                    "highest_monthly_earnings": 173600.0,
-                    "lowest_yearly_earnings": 130200.0,
-                    "highest_yearly_earnings": 2100000.0,
-                    "subscribers_for_last_30_days": 200000.0,
-                    "created_year": 2019.0,
-                    "created_month": "Jun",
-                    "created_date": 19.0,
-                    "Gross tertiary education enrollment (%)": 88.2,
-                    "Population": 328239523.0,
-                    "Unemployment rate": 14.7,
-                    "Urban_population": 270663028.0,
-                    "Latitude": 37.09024,
-                    "Longitude": -95.712891
-                }
-            },
-            {
-                "scenario_id": "092",
-                "features": {
-                    "rank": 47,
-                    "Youtuber": "Get Movies",
-                    "subscribers": 47500000,
-                    "video views": 30788679536.0,
-                    "category": "Entertainment",
-                    "Title": "Get Movies",
-                    "uploads": 3322,
-                    "Country": "Russia",
-                    "Abbreviation": "RU",
-                    "channel_type": "Film",
-                    "video_views_rank": 35.0,
-                    "country_rank": 1.0,
-                    "channel_type_rank": 4.0,
-                    "video_views_for_the_last_30_days": 306540000.0,
-                    "lowest_monthly_earnings": 76600.0,
-                    "highest_monthly_earnings": 1200000.0,
-                    "lowest_yearly_earnings": 919600.0,
-                    "highest_yearly_earnings": 14700000.0,
-                    "subscribers_for_last_30_days": 700000.0,
-                    "created_year": 2006.0,
-                    "created_month": "Dec",
-                    "created_date": 16.0,
-                    "Gross tertiary education enrollment (%)": 81.9,
-                    "Population": 144373535.0,
-                    "Unemployment rate": 4.59,
-                    "Urban_population": 107683889.0,
-                    "Latitude": 61.52401,
-                    "Longitude": 105.318756
-                }
-            },
-            {
-                "scenario_id": "093",
-                "features": {
-                    "rank": 337,
-                    "Youtuber": "Tekashi 6ix9ine",
-                    "subscribers": 21500000,
-                    "video views": 5890180734.0,
-                    "category": "People & Blogs",
-                    "Title": "Tekashi 6ix9ine",
-                    "uploads": 51,
-                    "Country": "United States",
-                    "Abbreviation": "US",
-                    "channel_type": "Music",
-                    "video_views_rank": 1081.0,
-                    "country_rank": 96.0,
-                    "channel_type_rank": 88.0,
-                    "video_views_for_the_last_30_days": 113542000.0,
-                    "lowest_monthly_earnings": 28400.0,
-                    "highest_monthly_earnings": 454200.0,
-                    "lowest_yearly_earnings": 340600.0,
-                    "highest_yearly_earnings": 5400000.0,
-                    "subscribers_for_last_30_days": 200000.0,
-                    "created_year": 2018.0,
-                    "created_month": "Apr",
-                    "created_date": 6.0,
-                    "Gross tertiary education enrollment (%)": 88.2,
-                    "Population": 328239523.0,
-                    "Unemployment rate": 14.7,
-                    "Urban_population": 270663028.0,
-                    "Latitude": 37.09024,
-                    "Longitude": -95.712891
-                }
-            },
-            {
-                "scenario_id": "094",
-                "features": {
-                    "rank": 786,
-                    "Youtuber": "Trap City",
-                    "subscribers": 14100000,
-                    "video views": 5129529846.0,
-                    "category": "Music",
-                    "Title": "TrapCity",
-                    "uploads": 3,
-                    "Country": "Australia",
-                    "Abbreviation": "AU",
-                    "channel_type": "People",
-                    "video_views_rank": 4032620.0,
-                    "country_rank": 3671.0,
-                    "channel_type_rank": 7629.0,
-                    "video_views_for_the_last_30_days": 147.0,
-                    "lowest_monthly_earnings": 0.04,
-                    "highest_monthly_earnings": 0.59,
-                    "lowest_yearly_earnings": 0.44,
-                    "highest_yearly_earnings": 7.0,
-                    "subscribers_for_last_30_days": 1.0,
-                    "created_year": 2015.0,
-                    "created_month": "Nov",
-                    "created_date": 4.0,
-                    "Gross tertiary education enrollment (%)": 113.1,
-                    "Population": 25766605.0,
-                    "Unemployment rate": 5.27,
-                    "Urban_population": 21844756.0,
-                    "Latitude": -25.274398,
-                    "Longitude": 133.775136
-                }
-            },
-            {
-                "scenario_id": "095",
-                "features": {
-                    "rank": 994,
-                    "Youtuber": "RobTopGames",
-                    "subscribers": 12300000,
-                    "video views": 374123483.0,
-                    "category": "Gaming",
-                    "Title": "RobTopGames",
-                    "uploads": 39,
-                    "Country": "Sweden",
-                    "Abbreviation": "SE",
-                    "channel_type": "Games",
-                    "video_views_rank": 35112.0,
-                    "country_rank": 4.0,
-                    "channel_type_rank": 69.0,
-                    "video_views_for_the_last_30_days": 3871000.0,
-                    "lowest_monthly_earnings": 968.0,
-                    "highest_monthly_earnings": 15500.0,
-                    "lowest_yearly_earnings": 11600.0,
-                    "highest_yearly_earnings": 185800.0,
-                    "subscribers_for_last_30_days": 100000.0,
-                    "created_year": 2012.0,
-                    "created_month": "May",
-                    "created_date": 9.0,
-                    "Gross tertiary education enrollment (%)": 67.0,
-                    "Population": 10285453.0,
-                    "Unemployment rate": 6.48,
-                    "Urban_population": 9021165.0,
-                    "Latitude": 60.128161,
-                    "Longitude": 18.643501
-                }
-            },
-            {
-                "scenario_id": "096",
-                "features": {
-                    "rank": 309,
-                    "Youtuber": "mmoshaya",
-                    "subscribers": 22600000,
-                    "video views": 17507060680.0,
-                    "category": "People & Blogs",
-                    "Title": "mmoshaya",
-                    "uploads": 1189,
-                    "Country": "Saudi Arabia",
-                    "Abbreviation": "SA",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 156.0,
-                    "country_rank": 1.0,
-                    "channel_type_rank": 83.0,
-                    "video_views_for_the_last_30_days": 73829000.0,
-                    "lowest_monthly_earnings": 18500.0,
-                    "highest_monthly_earnings": 295300.0,
-                    "lowest_yearly_earnings": 221500.0,
-                    "highest_yearly_earnings": 3500000.0,
-                    "subscribers_for_last_30_days": 100000.0,
-                    "created_year": 2010.0,
-                    "created_month": "Dec",
-                    "created_date": 11.0,
-                    "Gross tertiary education enrollment (%)": 68.0,
-                    "Population": 34268528.0,
-                    "Unemployment rate": 5.93,
-                    "Urban_population": 28807838.0,
-                    "Latitude": 23.885942,
-                    "Longitude": 45.079162
-                }
-            },
-            {
-                "scenario_id": "097",
-                "features": {
-                    "rank": 480,
-                    "Youtuber": "And TV",
-                    "subscribers": 18000000,
-                    "video views": 15412333005.0,
-                    "category": "Entertainment",
-                    "Title": "ANDtv",
-                    "uploads": 45,
-                    "Country": "United States",
-                    "Abbreviation": "US",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 4012108.0,
-                    "country_rank": 7627.0,
-                    "channel_type_rank": 6667.0,
-                    "video_views_for_the_last_30_days": 4.0,
-                    "lowest_monthly_earnings": 0.0,
-                    "highest_monthly_earnings": 0.02,
-                    "lowest_yearly_earnings": 0.01,
-                    "highest_yearly_earnings": 0.19,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2006.0,
-                    "created_month": "Aug",
-                    "created_date": 4.0,
-                    "Gross tertiary education enrollment (%)": 88.2,
-                    "Population": 328239523.0,
-                    "Unemployment rate": 14.7,
-                    "Urban_population": 270663028.0,
-                    "Latitude": 37.09024,
-                    "Longitude": -95.712891
-                }
-            },
-            {
-                "scenario_id": "098",
-                "features": {
-                    "rank": 678,
-                    "Youtuber": "Chetan Monga Vlogs",
-                    "subscribers": 15000000,
-                    "video views": 9924103188.0,
-                    "category": "People & Blogs",
-                    "Title": "Chetan Monga Vlogs",
-                    "uploads": 899,
-                    "Country": "India",
-                    "Abbreviation": "IN",
-                    "channel_type": "People",
-                    "video_views_rank": 457.0,
-                    "country_rank": 104.0,
-                    "channel_type_rank": 45.0,
-                    "video_views_for_the_last_30_days": 113572000.0,
-                    "lowest_monthly_earnings": 28400.0,
-                    "highest_monthly_earnings": 454300.0,
-                    "lowest_yearly_earnings": 340700.0,
-                    "highest_yearly_earnings": 5500000.0,
-                    "subscribers_for_last_30_days": 400000.0,
-                    "created_year": 2014.0,
-                    "created_month": "Aug",
-                    "created_date": 17.0,
-                    "Gross tertiary education enrollment (%)": 28.1,
-                    "Population": 1366417754.0,
-                    "Unemployment rate": 5.36,
-                    "Urban_population": 471031528.0,
-                    "Latitude": 20.593684,
-                    "Longitude": 78.96288
-                }
-            },
-            {
-                "scenario_id": "100",
-                "features": {
-                    "rank": 394,
-                    "Youtuber": "AuthenticGames",
-                    "subscribers": 20100000,
-                    "video views": 8920141342.0,
-                    "category": "Gaming",
-                    "Title": "AuthenticGames",
-                    "uploads": 4974,
-                    "Country": "Brazil",
-                    "Abbreviation": "BR",
-                    "channel_type": "Games",
-                    "video_views_rank": 549.0,
-                    "country_rank": 20.0,
-                    "channel_type_rank": 28.0,
-                    "video_views_for_the_last_30_days": 5420000.0,
-                    "lowest_monthly_earnings": 1400.0,
-                    "highest_monthly_earnings": 21700.0,
-                    "lowest_yearly_earnings": 16300.0,
-                    "highest_yearly_earnings": 260200.0,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2011.0,
-                    "created_month": "Oct",
-                    "created_date": 7.0,
-                    "Gross tertiary education enrollment (%)": 51.3,
-                    "Population": 212559417.0,
-                    "Unemployment rate": 12.08,
-                    "Urban_population": 183241641.0,
-                    "Latitude": -14.235004,
-                    "Longitude": -51.92528
-                }
-            },
-            {
-                "scenario_id": "101",
-                "features": {
-                    "rank": 938,
-                    "Youtuber": "YoungBoy Never Broke Again",
-                    "subscribers": 12700000,
-                    "video views": 13174393401.0,
-                    "category": "Entertainment",
-                    "Title": "YoungBoy Never Broke Again",
-                    "uploads": 142,
-                    "Country": "United States",
-                    "Abbreviation": "US",
-                    "channel_type": "Music",
-                    "video_views_rank": 279.0,
-                    "country_rank": 173.0,
-                    "channel_type_rank": 147.0,
-                    "video_views_for_the_last_30_days": 169968000.0,
-                    "lowest_monthly_earnings": 42500.0,
-                    "highest_monthly_earnings": 679900.0,
-                    "lowest_yearly_earnings": 509900.0,
-                    "highest_yearly_earnings": 8200000.0,
-                    "subscribers_for_last_30_days": 100000.0,
-                    "created_year": 2015.0,
-                    "created_month": "Jan",
-                    "created_date": 4.0,
-                    "Gross tertiary education enrollment (%)": 88.2,
-                    "Population": 328239523.0,
-                    "Unemployment rate": 14.7,
-                    "Urban_population": 270663028.0,
-                    "Latitude": 37.09024,
-                    "Longitude": -95.712891
-                }
-            },
-            {
-                "scenario_id": "102",
-                "features": {
-                    "rank": 739,
-                    "Youtuber": "Lotus Music",
-                    "subscribers": 14500000,
-                    "video views": 1739129375.0,
-                    "category": null,
-                    "Title": "Lotus Music",
-                    "uploads": 514,
-                    "Country": "India",
-                    "Abbreviation": "IN",
-                    "channel_type": "Tech",
-                    "video_views_rank": 5926.0,
-                    "country_rank": 107.0,
-                    "channel_type_rank": 13.0,
-                    "video_views_for_the_last_30_days": 23034000.0,
-                    "lowest_monthly_earnings": 5800.0,
-                    "highest_monthly_earnings": 92100.0,
-                    "lowest_yearly_earnings": 69100.0,
-                    "highest_yearly_earnings": 1100000.0,
-                    "subscribers_for_last_30_days": 100000.0,
-                    "created_year": 2021.0,
-                    "created_month": "Jun",
-                    "created_date": 1.0,
-                    "Gross tertiary education enrollment (%)": 28.1,
-                    "Population": 1366417754.0,
-                    "Unemployment rate": 5.36,
-                    "Urban_population": 471031528.0,
-                    "Latitude": 20.593684,
-                    "Longitude": 78.96288
-                }
-            },
-            {
-                "scenario_id": "103",
-                "features": {
-                    "rank": 118,
-                    "Youtuber": "Jess No Limit",
-                    "subscribers": 34000000,
-                    "video views": 3963007415.0,
-                    "category": "Entertainment",
-                    "Title": "Jess No Limit",
-                    "uploads": 2284,
-                    "Country": "Indonesia",
-                    "Abbreviation": "ID",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 1882.0,
-                    "country_rank": 1.0,
-                    "channel_type_rank": 33.0,
-                    "video_views_for_the_last_30_days": 547141000.0,
-                    "lowest_monthly_earnings": 136800.0,
-                    "highest_monthly_earnings": 2200000.0,
-                    "lowest_yearly_earnings": 1600000.0,
-                    "highest_yearly_earnings": 26300000.0,
-                    "subscribers_for_last_30_days": 5500000.0,
-                    "created_year": 2017.0,
-                    "created_month": "Sep",
-                    "created_date": 7.0,
-                    "Gross tertiary education enrollment (%)": 36.3,
-                    "Population": 270203917.0,
-                    "Unemployment rate": 4.69,
-                    "Urban_population": 151509724.0,
-                    "Latitude": -0.789275,
-                    "Longitude": 113.921327
-                }
-            },
-            {
-                "scenario_id": "104",
-                "features": {
-                    "rank": 382,
-                    "Youtuber": "Got Talent Global",
-                    "subscribers": 20300000,
-                    "video views": 2441288701.0,
-                    "category": "Entertainment",
-                    "Title": "Got Talent Global",
-                    "uploads": 1245,
-                    "Country": "United Kingdom",
-                    "Abbreviation": "GB",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 3750.0,
-                    "country_rank": 15.0,
-                    "channel_type_rank": 101.0,
-                    "video_views_for_the_last_30_days": 86457000.0,
-                    "lowest_monthly_earnings": 21600.0,
-                    "highest_monthly_earnings": 345800.0,
-                    "lowest_yearly_earnings": 259400.0,
-                    "highest_yearly_earnings": 4100000.0,
-                    "subscribers_for_last_30_days": 100000.0,
-                    "created_year": 2013.0,
-                    "created_month": "Jan",
-                    "created_date": 31.0,
-                    "Gross tertiary education enrollment (%)": 60.0,
-                    "Population": 66834405.0,
-                    "Unemployment rate": 3.85,
-                    "Urban_population": 55908316.0,
-                    "Latitude": 55.378051,
-                    "Longitude": -3.435973
-                }
-            },
-            {
-                "scenario_id": "105",
-                "features": {
-                    "rank": 159,
-                    "Youtuber": "AboFlah",
-                    "subscribers": 30500000,
-                    "video views": 4521573939.0,
-                    "category": "Gaming",
-                    "Title": "AboFlah",
-                    "uploads": 641,
-                    "Country": "Kuwait",
-                    "Abbreviation": "KW",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 1573.0,
-                    "country_rank": 1.0,
-                    "channel_type_rank": 7.0,
-                    "video_views_for_the_last_30_days": 157908000.0,
-                    "lowest_monthly_earnings": 39500.0,
-                    "highest_monthly_earnings": 631600.0,
-                    "lowest_yearly_earnings": 473700.0,
-                    "highest_yearly_earnings": 7600000.0,
-                    "subscribers_for_last_30_days": 1300000.0,
-                    "created_year": 2016.0,
-                    "created_month": "Jul",
-                    "created_date": 28.0,
-                    "Gross tertiary education enrollment (%)": 54.4,
-                    "Population": 4207083.0,
-                    "Unemployment rate": 2.18,
-                    "Urban_population": 4207083.0,
-                    "Latitude": 29.31166,
-                    "Longitude": 47.481766
-                }
-            },
-            {
-                "scenario_id": "106",
-                "features": {
-                    "rank": 510,
-                    "Youtuber": "DeGoBooM",
-                    "subscribers": 17600000,
-                    "video views": 6306204566.0,
-                    "category": "Gaming",
-                    "Title": "DeGoBooM",
-                    "uploads": 4702,
-                    "Country": "Chile",
-                    "Abbreviation": "CL",
-                    "channel_type": "Games",
-                    "video_views_rank": 973.0,
-                    "country_rank": 3.0,
-                    "channel_type_rank": 36.0,
-                    "video_views_for_the_last_30_days": 100215000.0,
-                    "lowest_monthly_earnings": 25100.0,
-                    "highest_monthly_earnings": 400900.0,
-                    "lowest_yearly_earnings": 300600.0,
-                    "highest_yearly_earnings": 4800000.0,
-                    "subscribers_for_last_30_days": 500000.0,
-                    "created_year": 2014.0,
-                    "created_month": "Feb",
-                    "created_date": 1.0,
-                    "Gross tertiary education enrollment (%)": 88.5,
-                    "Population": 18952038.0,
-                    "Unemployment rate": 7.09,
-                    "Urban_population": 16610135.0,
-                    "Latitude": -35.675147,
-                    "Longitude": -71.542969
-                }
-            },
-            {
-                "scenario_id": "108",
-                "features": {
-                    "rank": 716,
-                    "Youtuber": "Maha Fun Tv",
-                    "subscribers": 14700000,
-                    "video views": 1321380490.0,
-                    "category": "Entertainment",
-                    "Title": "Maha Fun Tv",
-                    "uploads": 85,
-                    "Country": "United States",
-                    "Abbreviation": "US",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 8317.0,
-                    "country_rank": 154.0,
-                    "channel_type_rank": 149.0,
-                    "video_views_for_the_last_30_days": 4781000.0,
-                    "lowest_monthly_earnings": 1200.0,
-                    "highest_monthly_earnings": 19100.0,
-                    "lowest_yearly_earnings": 14300.0,
-                    "highest_yearly_earnings": 229500.0,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2017.0,
-                    "created_month": "Sep",
-                    "created_date": 5.0,
-                    "Gross tertiary education enrollment (%)": 88.2,
-                    "Population": 328239523.0,
-                    "Unemployment rate": 14.7,
-                    "Urban_population": 270663028.0,
-                    "Latitude": 37.09024,
-                    "Longitude": -95.712891
-                }
-            },
-            {
-                "scenario_id": "110",
-                "features": {
-                    "rank": 728,
-                    "Youtuber": "Jesser",
-                    "subscribers": 14600000,
-                    "video views": 3603556207.0,
-                    "category": "Gaming",
-                    "Title": "Jesser",
-                    "uploads": 1244,
-                    "Country": "United States",
-                    "Abbreviation": "US",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 2223.0,
-                    "country_rank": 155.0,
-                    "channel_type_rank": 150.0,
-                    "video_views_for_the_last_30_days": 92594000.0,
-                    "lowest_monthly_earnings": 23100.0,
-                    "highest_monthly_earnings": 370400.0,
-                    "lowest_yearly_earnings": 277800.0,
-                    "highest_yearly_earnings": 4400000.0,
-                    "subscribers_for_last_30_days": 400000.0,
-                    "created_year": 2012.0,
-                    "created_month": "Jul",
-                    "created_date": 9.0,
-                    "Gross tertiary education enrollment (%)": 88.2,
-                    "Population": 328239523.0,
-                    "Unemployment rate": 14.7,
-                    "Urban_population": 270663028.0,
-                    "Latitude": 37.09024,
-                    "Longitude": -95.712891
-                }
-            },
-            {
-                "scenario_id": "111",
-                "features": {
-                    "rank": 514,
-                    "Youtuber": "Fun For Kids TV - Hindi Rhymes",
-                    "subscribers": 17500000,
-                    "video views": 7612385622.0,
-                    "category": "Entertainment",
-                    "Title": "Fun For Kids TV - Hindi Rhymes",
-                    "uploads": 149,
-                    "Country": "India",
-                    "Abbreviation": "IN",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 723.0,
-                    "country_rank": 86.0,
-                    "channel_type_rank": 124.0,
-                    "video_views_for_the_last_30_days": 109847000.0,
-                    "lowest_monthly_earnings": 27500.0,
-                    "highest_monthly_earnings": 439400.0,
-                    "lowest_yearly_earnings": 329500.0,
-                    "highest_yearly_earnings": 5300000.0,
-                    "subscribers_for_last_30_days": 300000.0,
-                    "created_year": 2017.0,
-                    "created_month": "Sep",
-                    "created_date": 27.0,
-                    "Gross tertiary education enrollment (%)": 28.1,
-                    "Population": 1366417754.0,
-                    "Unemployment rate": 5.36,
-                    "Urban_population": 471031528.0,
-                    "Latitude": 20.593684,
-                    "Longitude": 78.96288
-                }
-            },
-            {
-                "scenario_id": "112",
-                "features": {
-                    "rank": 432,
-                    "Youtuber": "Goldmines Great Indian Comedy",
-                    "subscribers": 19100000,
-                    "video views": 5194942269.0,
-                    "category": "Film & Animation",
-                    "Title": "Goldmines Great Indian Comedy",
-                    "uploads": 2948,
-                    "Country": null,
-                    "Abbreviation": null,
-                    "channel_type": "Film",
-                    "video_views_rank": 1279.0,
-                    "country_rank": null,
-                    "channel_type_rank": 26.0,
-                    "video_views_for_the_last_30_days": 65920000.0,
-                    "lowest_monthly_earnings": 16500.0,
-                    "highest_monthly_earnings": 263700.0,
-                    "lowest_yearly_earnings": 197800.0,
-                    "highest_yearly_earnings": 3200000.0,
-                    "subscribers_for_last_30_days": 200000.0,
-                    "created_year": 2016.0,
-                    "created_month": "Aug",
-                    "created_date": 29.0,
-                    "Gross tertiary education enrollment (%)": null,
-                    "Population": null,
-                    "Unemployment rate": null,
-                    "Urban_population": null,
-                    "Latitude": null,
-                    "Longitude": null
-                }
-            },
-            {
-                "scenario_id": "113",
-                "features": {
-                    "rank": 66,
-                    "Youtuber": "ARY Digital HD",
-                    "subscribers": 43200000,
-                    "video views": 37939780685.0,
-                    "category": "Entertainment",
-                    "Title": "ARY Digital HD",
-                    "uploads": 109871,
-                    "Country": "Pakistan",
-                    "Abbreviation": "PK",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 24.0,
-                    "country_rank": 2.0,
-                    "channel_type_rank": 18.0,
-                    "video_views_for_the_last_30_days": 1149000000.0,
-                    "lowest_monthly_earnings": 287300.0,
-                    "highest_monthly_earnings": 4600000.0,
-                    "lowest_yearly_earnings": 3400000.0,
-                    "highest_yearly_earnings": 55200000.0,
-                    "subscribers_for_last_30_days": 900000.0,
-                    "created_year": 2016.0,
-                    "created_month": "Jul",
-                    "created_date": 11.0,
-                    "Gross tertiary education enrollment (%)": 9.0,
-                    "Population": 216565318.0,
-                    "Unemployment rate": 4.45,
-                    "Urban_population": 79927762.0,
-                    "Latitude": 30.375321,
-                    "Longitude": 69.345116
-                }
-            },
-            {
-                "scenario_id": "114",
-                "features": {
-                    "rank": 112,
-                    "Youtuber": "Ryan's World",
-                    "subscribers": 35200000,
-                    "video views": 55299840198.0,
-                    "category": "Entertainment",
-                    "Title": "Ryan's World",
-                    "uploads": 2453,
-                    "Country": "United States",
-                    "Abbreviation": "US",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 15.0,
-                    "country_rank": 35.0,
-                    "channel_type_rank": 32.0,
-                    "video_views_for_the_last_30_days": 238613000.0,
-                    "lowest_monthly_earnings": 59700.0,
-                    "highest_monthly_earnings": 954500.0,
-                    "lowest_yearly_earnings": 715800.0,
-                    "highest_yearly_earnings": 11500000.0,
-                    "subscribers_for_last_30_days": 200000.0,
-                    "created_year": 2015.0,
-                    "created_month": "Mar",
-                    "created_date": 17.0,
-                    "Gross tertiary education enrollment (%)": 88.2,
-                    "Population": 328239523.0,
-                    "Unemployment rate": 14.7,
-                    "Urban_population": 270663028.0,
-                    "Latitude": 37.09024,
-                    "Longitude": -95.712891
-                }
-            },
-            {
-                "scenario_id": "115",
-                "features": {
-                    "rank": 219,
-                    "Youtuber": "NichLmao",
-                    "subscribers": 26000000,
-                    "video views": 14101010609.0,
-                    "category": "People & Blogs",
-                    "Title": "NichLmao",
-                    "uploads": 868,
-                    "Country": null,
-                    "Abbreviation": null,
-                    "channel_type": "People",
-                    "video_views_rank": 249.0,
-                    "country_rank": null,
-                    "channel_type_rank": 6.0,
-                    "video_views_for_the_last_30_days": 606362000.0,
-                    "lowest_monthly_earnings": 151600.0,
-                    "highest_monthly_earnings": 2400000.0,
-                    "lowest_yearly_earnings": 1800000.0,
-                    "highest_yearly_earnings": 29100000.0,
-                    "subscribers_for_last_30_days": 1100000.0,
-                    "created_year": 2018.0,
-                    "created_month": "Sep",
-                    "created_date": 25.0,
-                    "Gross tertiary education enrollment (%)": null,
-                    "Population": null,
-                    "Unemployment rate": null,
-                    "Urban_population": null,
-                    "Latitude": null,
-                    "Longitude": null
-                }
-            },
-            {
-                "scenario_id": "116",
-                "features": {
-                    "rank": 234,
-                    "Youtuber": "Las Ratitas",
-                    "subscribers": 25200000,
-                    "video views": 9602246828.0,
-                    "category": "People & Blogs",
-                    "Title": "LAS RATITAS",
-                    "uploads": 4,
-                    "Country": null,
-                    "Abbreviation": null,
-                    "channel_type": "People",
-                    "video_views_rank": 4051936.0,
-                    "country_rank": null,
-                    "channel_type_rank": 7690.0,
-                    "video_views_for_the_last_30_days": 11.0,
-                    "lowest_monthly_earnings": 0.0,
-                    "highest_monthly_earnings": 0.04,
-                    "lowest_yearly_earnings": 0.03,
-                    "highest_yearly_earnings": 0.53,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2019.0,
-                    "created_month": "May",
-                    "created_date": 31.0,
-                    "Gross tertiary education enrollment (%)": null,
-                    "Population": null,
-                    "Unemployment rate": null,
-                    "Urban_population": null,
-                    "Latitude": null,
-                    "Longitude": null
-                }
-            },
-            {
-                "scenario_id": "117",
-                "features": {
-                    "rank": 758,
-                    "Youtuber": "Cyprien",
-                    "subscribers": 14400000,
-                    "video views": 3086254545.0,
-                    "category": "Comedy",
-                    "Title": "Cyprien",
-                    "uploads": 222,
-                    "Country": "France",
-                    "Abbreviation": "FR",
-                    "channel_type": "Comedy",
-                    "video_views_rank": 2767.0,
-                    "country_rank": 2.0,
-                    "channel_type_rank": 32.0,
-                    "video_views_for_the_last_30_days": 11417000.0,
-                    "lowest_monthly_earnings": 2900.0,
-                    "highest_monthly_earnings": 45700.0,
-                    "lowest_yearly_earnings": 34300.0,
-                    "highest_yearly_earnings": 548000.0,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2007.0,
-                    "created_month": "Feb",
-                    "created_date": 25.0,
-                    "Gross tertiary education enrollment (%)": 65.6,
-                    "Population": 67059887.0,
-                    "Unemployment rate": 8.43,
-                    "Urban_population": 54123364.0,
-                    "Latitude": 46.227638,
-                    "Longitude": 2.213749
-                }
-            },
-            {
-                "scenario_id": "118",
-                "features": {
-                    "rank": 741,
-                    "Youtuber": "Reaction Time",
-                    "subscribers": 14500000,
-                    "video views": 4260187928.0,
-                    "category": "Entertainment",
-                    "Title": "Reaction Time",
-                    "uploads": 1717,
-                    "Country": "United States",
-                    "Abbreviation": "US",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 1747.0,
-                    "country_rank": 156.0,
-                    "channel_type_rank": 151.0,
-                    "video_views_for_the_last_30_days": 9910000.0,
-                    "lowest_monthly_earnings": 2500.0,
-                    "highest_monthly_earnings": 39600.0,
-                    "lowest_yearly_earnings": 29700.0,
-                    "highest_yearly_earnings": 475700.0,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2015.0,
-                    "created_month": "Apr",
-                    "created_date": 25.0,
-                    "Gross tertiary education enrollment (%)": 88.2,
-                    "Population": 328239523.0,
-                    "Unemployment rate": 14.7,
-                    "Urban_population": 270663028.0,
-                    "Latitude": 37.09024,
-                    "Longitude": -95.712891
-                }
-            },
-            {
-                "scenario_id": "119",
-                "features": {
-                    "rank": 767,
-                    "Youtuber": "SelenaGomezVEVO",
-                    "subscribers": 14400000,
-                    "video views": 11423792969.0,
-                    "category": "Music",
-                    "Title": "SelenaGomezVEVO",
-                    "uploads": 186,
-                    "Country": "United States",
-                    "Abbreviation": "US",
-                    "channel_type": "Music",
-                    "video_views_rank": 354.0,
-                    "country_rank": 157.0,
-                    "channel_type_rank": 133.0,
-                    "video_views_for_the_last_30_days": 88657000.0,
-                    "lowest_monthly_earnings": 22200.0,
-                    "highest_monthly_earnings": 354600.0,
-                    "lowest_yearly_earnings": 266000.0,
-                    "highest_yearly_earnings": 4300000.0,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2009.0,
-                    "created_month": "Nov",
-                    "created_date": 24.0,
-                    "Gross tertiary education enrollment (%)": 88.2,
-                    "Population": 328239523.0,
-                    "Unemployment rate": 14.7,
-                    "Urban_population": 270663028.0,
-                    "Latitude": 37.09024,
-                    "Longitude": -95.712891
-                }
-            },
-            {
-                "scenario_id": "120",
-                "features": {
-                    "rank": 522,
-                    "Youtuber": "Taarak Mehta Ka Ooltah Chashmah",
-                    "subscribers": 17300000,
-                    "video views": 11371738047.0,
-                    "category": "Entertainment",
-                    "Title": "Taarak Mehta Ka Ooltah Chashmah",
-                    "uploads": 4778,
-                    "Country": "India",
-                    "Abbreviation": "IN",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 356.0,
-                    "country_rank": 87.0,
-                    "channel_type_rank": 125.0,
-                    "video_views_for_the_last_30_days": 331944000.0,
-                    "lowest_monthly_earnings": 83000.0,
-                    "highest_monthly_earnings": 1300000.0,
-                    "lowest_yearly_earnings": 995800.0,
-                    "highest_yearly_earnings": 15900000.0,
-                    "subscribers_for_last_30_days": 300000.0,
-                    "created_year": 2014.0,
-                    "created_month": "Aug",
-                    "created_date": 4.0,
-                    "Gross tertiary education enrollment (%)": 28.1,
-                    "Population": 1366417754.0,
-                    "Unemployment rate": 5.36,
-                    "Urban_population": 471031528.0,
-                    "Latitude": 20.593684,
-                    "Longitude": 78.96288
-                }
-            },
-            {
-                "scenario_id": "122",
-                "features": {
-                    "rank": 667,
-                    "Youtuber": "Mariale",
-                    "subscribers": 15100000,
-                    "video views": 2761547758.0,
-                    "category": "Howto & Style",
-                    "Title": "Mariale",
-                    "uploads": 2618,
-                    "Country": "United States",
-                    "Abbreviation": "US",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 3241.0,
-                    "country_rank": 150.0,
-                    "channel_type_rank": 145.0,
-                    "video_views_for_the_last_30_days": 11956000.0,
-                    "lowest_monthly_earnings": 3000.0,
-                    "highest_monthly_earnings": 47800.0,
-                    "lowest_yearly_earnings": 35900.0,
-                    "highest_yearly_earnings": 573900.0,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2010.0,
-                    "created_month": "Jan",
-                    "created_date": 6.0,
-                    "Gross tertiary education enrollment (%)": 88.2,
-                    "Population": 328239523.0,
-                    "Unemployment rate": 14.7,
-                    "Urban_population": 270663028.0,
-                    "Latitude": 37.09024,
-                    "Longitude": -95.712891
-                }
-            },
-            {
-                "scenario_id": "123",
-                "features": {
-                    "rank": 347,
-                    "Youtuber": "Azhan5star",
-                    "subscribers": 21300000,
-                    "video views": 10047736580.0,
-                    "category": "Entertainment",
-                    "Title": "Azhan5star",
-                    "uploads": 669,
-                    "Country": "India",
-                    "Abbreviation": "IN",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 436.0,
-                    "country_rank": 67.0,
-                    "channel_type_rank": 92.0,
-                    "video_views_for_the_last_30_days": 236293000.0,
-                    "lowest_monthly_earnings": 59100.0,
-                    "highest_monthly_earnings": 945200.0,
-                    "lowest_yearly_earnings": 708900.0,
-                    "highest_yearly_earnings": 11300000.0,
-                    "subscribers_for_last_30_days": 600000.0,
-                    "created_year": 2021.0,
-                    "created_month": "Feb",
-                    "created_date": 2.0,
-                    "Gross tertiary education enrollment (%)": 28.1,
-                    "Population": 1366417754.0,
-                    "Unemployment rate": 5.36,
-                    "Urban_population": 471031528.0,
-                    "Latitude": 20.593684,
-                    "Longitude": 78.96288
-                }
-            },
-            {
-                "scenario_id": "124",
-                "features": {
-                    "rank": 679,
-                    "Youtuber": "Little Angel - M����������",
-                    "subscribers": 15000000,
-                    "video views": 8897705695.0,
-                    "category": "Entertainment",
-                    "Title": "Little Angel - M�����������",
-                    "uploads": 795,
-                    "Country": "Brazil",
-                    "Abbreviation": "BR",
-                    "channel_type": "Education",
-                    "video_views_rank": 548.0,
-                    "country_rank": 36.0,
-                    "channel_type_rank": 34.0,
-                    "video_views_for_the_last_30_days": 145478000.0,
-                    "lowest_monthly_earnings": 36400.0,
-                    "highest_monthly_earnings": 581900.0,
-                    "lowest_yearly_earnings": 436400.0,
-                    "highest_yearly_earnings": 7000000.0,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2018.0,
-                    "created_month": "Jan",
-                    "created_date": 26.0,
-                    "Gross tertiary education enrollment (%)": 51.3,
-                    "Population": 212559417.0,
-                    "Unemployment rate": 12.08,
-                    "Urban_population": 183241641.0,
-                    "Latitude": -14.235004,
-                    "Longitude": -51.92528
-                }
-            },
-            {
-                "scenario_id": "125",
-                "features": {
-                    "rank": 164,
-                    "Youtuber": "Adele",
-                    "subscribers": 30200000,
-                    "video views": 14199108016.0,
-                    "category": "Music",
-                    "Title": "Adele",
-                    "uploads": 15,
-                    "Country": "United Kingdom",
-                    "Abbreviation": "GB",
-                    "channel_type": "Music",
-                    "video_views_rank": 248.0,
-                    "country_rank": 6.0,
-                    "channel_type_rank": 53.0,
-                    "video_views_for_the_last_30_days": 137099000.0,
-                    "lowest_monthly_earnings": 34300.0,
-                    "highest_monthly_earnings": 548400.0,
-                    "lowest_yearly_earnings": 411300.0,
-                    "highest_yearly_earnings": 6600000.0,
-                    "subscribers_for_last_30_days": 100000.0,
-                    "created_year": 2008.0,
-                    "created_month": "Apr",
-                    "created_date": 4.0,
-                    "Gross tertiary education enrollment (%)": 60.0,
-                    "Population": 66834405.0,
-                    "Unemployment rate": 3.85,
-                    "Urban_population": 55908316.0,
-                    "Latitude": 55.378051,
-                    "Longitude": -3.435973
-                }
-            },
-            {
-                "scenario_id": "126",
-                "features": {
-                    "rank": 105,
-                    "Youtuber": "MrBeast Gaming",
-                    "subscribers": 36100000,
-                    "video views": 6331332547.0,
-                    "category": "Gaming",
-                    "Title": "MrBeastGaming",
-                    "uploads": 5,
-                    "Country": null,
-                    "Abbreviation": null,
-                    "channel_type": "Comedy",
-                    "video_views_rank": 4057305.0,
-                    "country_rank": null,
-                    "channel_type_rank": 4880.0,
-                    "video_views_for_the_last_30_days": 32.0,
-                    "lowest_monthly_earnings": 0.01,
-                    "highest_monthly_earnings": 0.13,
-                    "lowest_yearly_earnings": 0.1,
-                    "highest_yearly_earnings": 2.0,
-                    "subscribers_for_last_30_days": 1.0,
-                    "created_year": 2011.0,
-                    "created_month": "Feb",
-                    "created_date": 26.0,
-                    "Gross tertiary education enrollment (%)": null,
-                    "Population": null,
-                    "Unemployment rate": null,
-                    "Urban_population": null,
-                    "Latitude": null,
-                    "Longitude": null
-                }
-            },
-            {
-                "scenario_id": "127",
-                "features": {
-                    "rank": 761,
-                    "Youtuber": "Indore Physical Academy",
-                    "subscribers": 14400000,
-                    "video views": 4156427797.0,
-                    "category": "People & Blogs",
-                    "Title": "Indore Physical Academy",
-                    "uploads": 1838,
-                    "Country": "India",
-                    "Abbreviation": "IN",
-                    "channel_type": "People",
-                    "video_views_rank": 1793.0,
-                    "country_rank": 107.0,
-                    "channel_type_rank": 47.0,
-                    "video_views_for_the_last_30_days": 70409000.0,
-                    "lowest_monthly_earnings": 17600.0,
-                    "highest_monthly_earnings": 281600.0,
-                    "lowest_yearly_earnings": 211200.0,
-                    "highest_yearly_earnings": 3400000.0,
-                    "subscribers_for_last_30_days": 200000.0,
-                    "created_year": 2014.0,
-                    "created_month": "Apr",
-                    "created_date": 19.0,
-                    "Gross tertiary education enrollment (%)": 28.1,
-                    "Population": 1366417754.0,
-                    "Unemployment rate": 5.36,
-                    "Urban_population": 471031528.0,
-                    "Latitude": 20.593684,
-                    "Longitude": 78.96288
-                }
-            },
-            {
-                "scenario_id": "128",
-                "features": {
-                    "rank": 410,
-                    "Youtuber": "JennaMarbles",
-                    "subscribers": 19700000,
-                    "video views": 1803249241.0,
-                    "category": "Comedy",
-                    "Title": "JennaMarbles",
-                    "uploads": 250,
-                    "Country": "United States",
-                    "Abbreviation": "US",
-                    "channel_type": "Comedy",
-                    "video_views_rank": 5665.0,
-                    "country_rank": 112.0,
-                    "channel_type_rank": 21.0,
-                    "video_views_for_the_last_30_days": 3769000.0,
-                    "lowest_monthly_earnings": 942.0,
-                    "highest_monthly_earnings": 15100.0,
-                    "lowest_yearly_earnings": 11300.0,
-                    "highest_yearly_earnings": 180900.0,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2010.0,
-                    "created_month": "Feb",
-                    "created_date": 16.0,
-                    "Gross tertiary education enrollment (%)": 88.2,
-                    "Population": 328239523.0,
-                    "Unemployment rate": 14.7,
-                    "Urban_population": 270663028.0,
-                    "Latitude": 37.09024,
-                    "Longitude": -95.712891
-                }
-            },
-            {
-                "scenario_id": "129",
-                "features": {
-                    "rank": 590,
-                    "Youtuber": "AdMe",
-                    "subscribers": 16200000,
-                    "video views": 4488680903.0,
-                    "category": "Entertainment",
-                    "Title": "Aday C����ï",
-                    "uploads": 10,
-                    "Country": "Spain",
-                    "Abbreviation": "ES",
-                    "channel_type": "Music",
-                    "video_views_rank": 4048675.0,
-                    "country_rank": 4228.0,
-                    "channel_type_rank": 5766.0,
-                    "video_views_for_the_last_30_days": 4.0,
-                    "lowest_monthly_earnings": 0.0,
-                    "highest_monthly_earnings": 0.02,
-                    "lowest_yearly_earnings": 0.01,
-                    "highest_yearly_earnings": 0.19,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2006.0,
-                    "created_month": "May",
-                    "created_date": 2.0,
-                    "Gross tertiary education enrollment (%)": 88.9,
-                    "Population": 47076781.0,
-                    "Unemployment rate": 13.96,
-                    "Urban_population": 37927409.0,
-                    "Latitude": 40.463667,
-                    "Longitude": -3.74922
-                }
-            },
-            {
-                "scenario_id": "130",
-                "features": {
-                    "rank": 930,
-                    "Youtuber": "Beyonc��",
-                    "subscribers": 12800000,
-                    "video views": 14185611472.0,
-                    "category": "Music",
-                    "Title": "Beyonc��",
-                    "uploads": 168,
-                    "Country": "United States",
-                    "Abbreviation": "US",
-                    "channel_type": "Music",
-                    "video_views_rank": 250.0,
-                    "country_rank": 172.0,
-                    "channel_type_rank": 146.0,
-                    "video_views_for_the_last_30_days": 89566000.0,
-                    "lowest_monthly_earnings": 22400.0,
-                    "highest_monthly_earnings": 358300.0,
-                    "lowest_yearly_earnings": 268700.0,
-                    "highest_yearly_earnings": 4300000.0,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2009.0,
-                    "created_month": "Sep",
-                    "created_date": 2.0,
-                    "Gross tertiary education enrollment (%)": 88.2,
-                    "Population": 328239523.0,
-                    "Unemployment rate": 14.7,
-                    "Urban_population": 270663028.0,
-                    "Latitude": 37.09024,
-                    "Longitude": -95.712891
-                }
-            },
-            {
-                "scenario_id": "131",
-                "features": {
-                    "rank": 561,
-                    "Youtuber": "Jordan Matter",
-                    "subscribers": 16600000,
-                    "video views": 5819508534.0,
-                    "category": "Entertainment",
-                    "Title": "Jordan Matter",
-                    "uploads": 413,
-                    "Country": "United States",
-                    "Abbreviation": "US",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 1088.0,
-                    "country_rank": 136.0,
-                    "channel_type_rank": 132.0,
-                    "video_views_for_the_last_30_days": 199033000.0,
-                    "lowest_monthly_earnings": 49800.0,
-                    "highest_monthly_earnings": 796100.0,
-                    "lowest_yearly_earnings": 597100.0,
-                    "highest_yearly_earnings": 9600000.0,
-                    "subscribers_for_last_30_days": 300000.0,
-                    "created_year": 2006.0,
-                    "created_month": "Dec",
-                    "created_date": 21.0,
-                    "Gross tertiary education enrollment (%)": 88.2,
-                    "Population": 328239523.0,
-                    "Unemployment rate": 14.7,
-                    "Urban_population": 270663028.0,
-                    "Latitude": 37.09024,
-                    "Longitude": -95.712891
-                }
-            },
-            {
-                "scenario_id": "132",
-                "features": {
-                    "rank": 965,
-                    "Youtuber": "Flowers Comedy",
-                    "subscribers": 12500000,
-                    "video views": 11691081301.0,
-                    "category": "Entertainment",
-                    "Title": "Flowers Comedy",
-                    "uploads": 11907,
-                    "Country": "India",
-                    "Abbreviation": "IN",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 337.0,
-                    "country_rank": 122.0,
-                    "channel_type_rank": 170.0,
-                    "video_views_for_the_last_30_days": 180021000.0,
-                    "lowest_monthly_earnings": 45000.0,
-                    "highest_monthly_earnings": 720100.0,
-                    "lowest_yearly_earnings": 540100.0,
-                    "highest_yearly_earnings": 8600000.0,
-                    "subscribers_for_last_30_days": 100000.0,
-                    "created_year": 2015.0,
-                    "created_month": "Aug",
-                    "created_date": 19.0,
-                    "Gross tertiary education enrollment (%)": 28.1,
-                    "Population": 1366417754.0,
-                    "Unemployment rate": 5.36,
-                    "Urban_population": 471031528.0,
-                    "Latitude": 20.593684,
-                    "Longitude": 78.96288
-                }
-            },
-            {
-                "scenario_id": "133",
-                "features": {
-                    "rank": 732,
-                    "Youtuber": "O Reino Infantil",
-                    "subscribers": 14600000,
-                    "video views": 11182302317.0,
-                    "category": "Music",
-                    "Title": "O Reino Infantil",
-                    "uploads": 1206,
-                    "Country": "Brazil",
-                    "Abbreviation": "BR",
-                    "channel_type": "Music",
-                    "video_views_rank": 369.0,
-                    "country_rank": 40.0,
-                    "channel_type_rank": 131.0,
-                    "video_views_for_the_last_30_days": 109865000.0,
-                    "lowest_monthly_earnings": 27500.0,
-                    "highest_monthly_earnings": 439500.0,
-                    "lowest_yearly_earnings": 329600.0,
-                    "highest_yearly_earnings": 5300000.0,
-                    "subscribers_for_last_30_days": 100000.0,
-                    "created_year": 2014.0,
-                    "created_month": "Aug",
-                    "created_date": 19.0,
-                    "Gross tertiary education enrollment (%)": 51.3,
-                    "Population": 212559417.0,
-                    "Unemployment rate": 12.08,
-                    "Urban_population": 183241641.0,
-                    "Latitude": -14.235004,
-                    "Longitude": -51.92528
-                }
-            },
-            {
-                "scenario_id": "134",
-                "features": {
-                    "rank": 531,
-                    "Youtuber": "TRANS TV Official",
-                    "subscribers": 17100000,
-                    "video views": 9710962528.0,
-                    "category": "Entertainment",
-                    "Title": "TRANS TV Official",
-                    "uploads": 148225,
-                    "Country": "Indonesia",
-                    "Abbreviation": "ID",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 472.0,
-                    "country_rank": 18.0,
-                    "channel_type_rank": 127.0,
-                    "video_views_for_the_last_30_days": 45811000.0,
-                    "lowest_monthly_earnings": 11500.0,
-                    "highest_monthly_earnings": 183200.0,
-                    "lowest_yearly_earnings": 137400.0,
-                    "highest_yearly_earnings": 2200000.0,
-                    "subscribers_for_last_30_days": 100000.0,
-                    "created_year": 2014.0,
-                    "created_month": "Sep",
-                    "created_date": 2.0,
-                    "Gross tertiary education enrollment (%)": 36.3,
-                    "Population": 270203917.0,
-                    "Unemployment rate": 4.69,
-                    "Urban_population": 151509724.0,
-                    "Latitude": -0.789275,
-                    "Longitude": 113.921327
-                }
-            },
-            {
-                "scenario_id": "135",
-                "features": {
-                    "rank": 706,
-                    "Youtuber": "MattyBRaps",
-                    "subscribers": 14800000,
-                    "video views": 3587576784.0,
-                    "category": "Music",
-                    "Title": "MattyBRaps",
-                    "uploads": 195,
-                    "Country": "United States",
-                    "Abbreviation": "US",
-                    "channel_type": "Music",
-                    "video_views_rank": 2226.0,
-                    "country_rank": 153.0,
-                    "channel_type_rank": 130.0,
-                    "video_views_for_the_last_30_days": 22980000.0,
-                    "lowest_monthly_earnings": 5700.0,
-                    "highest_monthly_earnings": 91900.0,
-                    "lowest_yearly_earnings": 68900.0,
-                    "highest_yearly_earnings": 1100000.0,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2010.0,
-                    "created_month": "May",
-                    "created_date": 31.0,
-                    "Gross tertiary education enrollment (%)": 88.2,
-                    "Population": 328239523.0,
-                    "Unemployment rate": 14.7,
-                    "Urban_population": 270663028.0,
-                    "Latitude": 37.09024,
-                    "Longitude": -95.712891
-                }
-            },
-            {
-                "scenario_id": "137",
-                "features": {
-                    "rank": 163,
-                    "Youtuber": "Boram Tube Vlog [��������ï¿",
-                    "subscribers": 30300000,
-                    "video views": 13546549817.0,
-                    "category": "Entertainment",
-                    "Title": "Boram Tube Vlog [��������ï¿",
-                    "uploads": 223,
-                    "Country": "United States",
-                    "Abbreviation": "US",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 269.0,
-                    "country_rank": 47.0,
-                    "channel_type_rank": 47.0,
-                    "video_views_for_the_last_30_days": 22724000.0,
-                    "lowest_monthly_earnings": 5700.0,
-                    "highest_monthly_earnings": 90900.0,
-                    "lowest_yearly_earnings": 68200.0,
-                    "highest_yearly_earnings": 1100000.0,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2012.0,
-                    "created_month": "Feb",
-                    "created_date": 21.0,
-                    "Gross tertiary education enrollment (%)": 88.2,
-                    "Population": 328239523.0,
-                    "Unemployment rate": 14.7,
-                    "Urban_population": 270663028.0,
-                    "Latitude": 37.09024,
-                    "Longitude": -95.712891
-                }
-            },
-            {
-                "scenario_id": "139",
-                "features": {
-                    "rank": 927,
-                    "Youtuber": "MrSuicideSheep",
-                    "subscribers": 12800000,
-                    "video views": 6970899521.0,
-                    "category": "Entertainment",
-                    "Title": "MrSuicideSheep",
-                    "uploads": 3483,
-                    "Country": "Canada",
-                    "Abbreviation": "CA",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 842.0,
-                    "country_rank": 13.0,
-                    "channel_type_rank": 168.0,
-                    "video_views_for_the_last_30_days": 18118000.0,
-                    "lowest_monthly_earnings": 4500.0,
-                    "highest_monthly_earnings": 72500.0,
-                    "lowest_yearly_earnings": 54400.0,
-                    "highest_yearly_earnings": 869600.0,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2010.0,
-                    "created_month": "Apr",
-                    "created_date": 9.0,
-                    "Gross tertiary education enrollment (%)": 68.9,
-                    "Population": 36991981.0,
-                    "Unemployment rate": 5.56,
-                    "Urban_population": 30628482.0,
-                    "Latitude": 56.130366,
-                    "Longitude": -106.346771
-                }
-            },
-            {
-                "scenario_id": "140",
-                "features": {
-                    "rank": 80,
-                    "Youtuber": "XXXTENTACION",
-                    "subscribers": 39200000,
-                    "video views": 10507474316.0,
-                    "category": "Music",
-                    "Title": "XXXTENTACION",
-                    "uploads": 133,
-                    "Country": "United States",
-                    "Abbreviation": "US",
-                    "channel_type": "Music",
-                    "video_views_rank": 403.0,
-                    "country_rank": 24.0,
-                    "channel_type_rank": 29.0,
-                    "video_views_for_the_last_30_days": 58362000.0,
-                    "lowest_monthly_earnings": 14600.0,
-                    "highest_monthly_earnings": 233400.0,
-                    "lowest_yearly_earnings": 175100.0,
-                    "highest_yearly_earnings": 2800000.0,
-                    "subscribers_for_last_30_days": 100000.0,
-                    "created_year": 2015.0,
-                    "created_month": "Jun",
-                    "created_date": 23.0,
-                    "Gross tertiary education enrollment (%)": 88.2,
-                    "Population": 328239523.0,
-                    "Unemployment rate": 14.7,
-                    "Urban_population": 270663028.0,
-                    "Latitude": 37.09024,
-                    "Longitude": -95.712891
-                }
-            },
-            {
-                "scenario_id": "141",
-                "features": {
-                    "rank": 873,
-                    "Youtuber": "BanderitaX",
-                    "subscribers": 13300000,
-                    "video views": 4129249415.0,
-                    "category": "Gaming",
-                    "Title": "BanderitaX",
-                    "uploads": 1640,
-                    "Country": "Saudi Arabia",
-                    "Abbreviation": "SA",
-                    "channel_type": "Games",
-                    "video_views_rank": 1818.0,
-                    "country_rank": 7.0,
-                    "channel_type_rank": 63.0,
-                    "video_views_for_the_last_30_days": 70712000.0,
-                    "lowest_monthly_earnings": 17700.0,
-                    "highest_monthly_earnings": 282800.0,
-                    "lowest_yearly_earnings": 212100.0,
-                    "highest_yearly_earnings": 3400000.0,
-                    "subscribers_for_last_30_days": 200000.0,
-                    "created_year": 2013.0,
-                    "created_month": "Aug",
-                    "created_date": 20.0,
-                    "Gross tertiary education enrollment (%)": 68.0,
-                    "Population": 34268528.0,
-                    "Unemployment rate": 5.93,
-                    "Urban_population": 28807838.0,
-                    "Latitude": 23.885942,
-                    "Longitude": 45.079162
-                }
-            },
-            {
-                "scenario_id": "142",
-                "features": {
-                    "rank": 350,
-                    "Youtuber": "GMA Public  Affairs",
-                    "subscribers": 21200000,
-                    "video views": 11364908616.0,
-                    "category": "Entertainment",
-                    "Title": "GMA Public  Affairs",
-                    "uploads": 31989,
-                    "Country": "Philippines",
-                    "Abbreviation": "PH",
-                    "channel_type": "News",
-                    "video_views_rank": 359.0,
-                    "country_rank": 4.0,
-                    "channel_type_rank": 7.0,
-                    "video_views_for_the_last_30_days": 142317000.0,
-                    "lowest_monthly_earnings": 35600.0,
-                    "highest_monthly_earnings": 569300.0,
-                    "lowest_yearly_earnings": 427000.0,
-                    "highest_yearly_earnings": 6800000.0,
-                    "subscribers_for_last_30_days": 200000.0,
-                    "created_year": 2009.0,
-                    "created_month": "Aug",
-                    "created_date": 8.0,
-                    "Gross tertiary education enrollment (%)": 35.5,
-                    "Population": 108116615.0,
-                    "Unemployment rate": 2.15,
-                    "Urban_population": 50975903.0,
-                    "Latitude": 12.879721,
-                    "Longitude": 121.774017
-                }
-            },
-            {
-                "scenario_id": "143",
-                "features": {
-                    "rank": 988,
-                    "Youtuber": "Avril Lavigne",
-                    "subscribers": 12400000,
-                    "video views": 6202090191.0,
-                    "category": "Music",
-                    "Title": "Avril Lavigne",
-                    "uploads": 205,
-                    "Country": "United States",
-                    "Abbreviation": "US",
-                    "channel_type": "Music",
-                    "video_views_rank": 999.0,
-                    "country_rank": 176.0,
-                    "channel_type_rank": 150.0,
-                    "video_views_for_the_last_30_days": 50188000.0,
-                    "lowest_monthly_earnings": 12500.0,
-                    "highest_monthly_earnings": 200800.0,
-                    "lowest_yearly_earnings": 150600.0,
-                    "highest_yearly_earnings": 2400000.0,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2005.0,
-                    "created_month": "Oct",
-                    "created_date": 8.0,
-                    "Gross tertiary education enrollment (%)": 88.2,
-                    "Population": 328239523.0,
-                    "Unemployment rate": 14.7,
-                    "Urban_population": 270663028.0,
-                    "Latitude": 37.09024,
-                    "Longitude": -95.712891
-                }
-            },
-            {
-                "scenario_id": "145",
-                "features": {
-                    "rank": 417,
-                    "Youtuber": "tabii Urdu",
-                    "subscribers": 19600000,
-                    "video views": 8779729549.0,
-                    "category": "Entertainment",
-                    "Title": "tabii Urdu",
-                    "uploads": 1306,
-                    "Country": "Turkey",
-                    "Abbreviation": "TR",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 562.0,
-                    "country_rank": 3.0,
-                    "channel_type_rank": 107.0,
-                    "video_views_for_the_last_30_days": 110806000.0,
-                    "lowest_monthly_earnings": 27700.0,
-                    "highest_monthly_earnings": 443200.0,
-                    "lowest_yearly_earnings": 332400.0,
-                    "highest_yearly_earnings": 5300000.0,
-                    "subscribers_for_last_30_days": 100000.0,
-                    "created_year": 2020.0,
-                    "created_month": "Apr",
-                    "created_date": 17.0,
-                    "Gross tertiary education enrollment (%)": 23.9,
-                    "Population": 83429615.0,
-                    "Unemployment rate": 13.49,
-                    "Urban_population": 63097818.0,
-                    "Latitude": 38.963745,
-                    "Longitude": 35.243322
-                }
-            },
-            {
-                "scenario_id": "146",
-                "features": {
-                    "rank": 949,
-                    "Youtuber": "colinfurze",
-                    "subscribers": 12500000,
-                    "video views": 1612094871.0,
-                    "category": "Entertainment",
-                    "Title": "colinfurze",
-                    "uploads": 385,
-                    "Country": "United Kingdom",
-                    "Abbreviation": "GB",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 6487.0,
-                    "country_rank": 33.0,
-                    "channel_type_rank": 171.0,
-                    "video_views_for_the_last_30_days": 8482000.0,
-                    "lowest_monthly_earnings": 2100.0,
-                    "highest_monthly_earnings": 33900.0,
-                    "lowest_yearly_earnings": 25400.0,
-                    "highest_yearly_earnings": 407200.0,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2006.0,
-                    "created_month": "Nov",
-                    "created_date": 15.0,
-                    "Gross tertiary education enrollment (%)": 60.0,
-                    "Population": 66834405.0,
-                    "Unemployment rate": 3.85,
-                    "Urban_population": 55908316.0,
-                    "Latitude": 55.378051,
-                    "Longitude": -3.435973
-                }
-            },
-            {
-                "scenario_id": "147",
-                "features": {
-                    "rank": 317,
-                    "Youtuber": "FGTeeV",
-                    "subscribers": 22300000,
-                    "video views": 24059336857.0,
-                    "category": "Gaming",
-                    "Title": "FGTeeV",
-                    "uploads": 1724,
-                    "Country": "United States",
-                    "Abbreviation": "US",
-                    "channel_type": "Games",
-                    "video_views_rank": 77.0,
-                    "country_rank": 91.0,
-                    "channel_type_rank": 22.0,
-                    "video_views_for_the_last_30_days": 132110000.0,
-                    "lowest_monthly_earnings": 33000.0,
-                    "highest_monthly_earnings": 528400.0,
-                    "lowest_yearly_earnings": 396300.0,
-                    "highest_yearly_earnings": 6300000.0,
-                    "subscribers_for_last_30_days": 100000.0,
-                    "created_year": 2013.0,
-                    "created_month": "May",
-                    "created_date": 24.0,
-                    "Gross tertiary education enrollment (%)": 88.2,
-                    "Population": 328239523.0,
-                    "Unemployment rate": 14.7,
-                    "Urban_population": 270663028.0,
-                    "Latitude": 37.09024,
-                    "Longitude": -95.712891
-                }
-            },
-            {
-                "scenario_id": "148",
-                "features": {
-                    "rank": 245,
-                    "Youtuber": "America's Got Talent",
-                    "subscribers": 24800000,
-                    "video views": 3699352704.0,
-                    "category": "Entertainment",
-                    "Title": "America's Got Talent",
-                    "uploads": 1894,
-                    "Country": "United States",
-                    "Abbreviation": "US",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 2122.0,
-                    "country_rank": 72.0,
-                    "channel_type_rank": 65.0,
-                    "video_views_for_the_last_30_days": 134412000.0,
-                    "lowest_monthly_earnings": 33600.0,
-                    "highest_monthly_earnings": 537600.0,
-                    "lowest_yearly_earnings": 403200.0,
-                    "highest_yearly_earnings": 6500000.0,
-                    "subscribers_for_last_30_days": 400000.0,
-                    "created_year": 2006.0,
-                    "created_month": "Jun",
-                    "created_date": 29.0,
-                    "Gross tertiary education enrollment (%)": 88.2,
-                    "Population": 328239523.0,
-                    "Unemployment rate": 14.7,
-                    "Urban_population": 270663028.0,
-                    "Latitude": 37.09024,
-                    "Longitude": -95.712891
-                }
-            },
-            {
-                "scenario_id": "149",
-                "features": {
-                    "rank": 161,
-                    "Youtuber": "Trap Nation",
-                    "subscribers": 30400000,
-                    "video views": 14037426379.0,
-                    "category": "Music",
-                    "Title": "Trap Nation",
-                    "uploads": 2725,
-                    "Country": "United States",
-                    "Abbreviation": "US",
-                    "channel_type": "Music",
-                    "video_views_rank": 255.0,
-                    "country_rank": 46.0,
-                    "channel_type_rank": 51.0,
-                    "video_views_for_the_last_30_days": 45822000.0,
-                    "lowest_monthly_earnings": 11500.0,
-                    "highest_monthly_earnings": 183300.0,
-                    "lowest_yearly_earnings": 137500.0,
-                    "highest_yearly_earnings": 2200000.0,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2012.0,
-                    "created_month": "Sep",
-                    "created_date": 23.0,
-                    "Gross tertiary education enrollment (%)": 88.2,
-                    "Population": 328239523.0,
-                    "Unemployment rate": 14.7,
-                    "Urban_population": 270663028.0,
-                    "Latitude": 37.09024,
-                    "Longitude": -95.712891
-                }
-            },
-            {
-                "scenario_id": "150",
-                "features": {
-                    "rank": 613,
-                    "Youtuber": "Camilo",
-                    "subscribers": 15900000,
-                    "video views": 6802382479.0,
-                    "category": "Music",
-                    "Title": "Camilo",
-                    "uploads": 132,
-                    "Country": "Colombia",
-                    "Abbreviation": "CO",
-                    "channel_type": "Music",
-                    "video_views_rank": 871.0,
-                    "country_rank": 8.0,
-                    "channel_type_rank": 120.0,
-                    "video_views_for_the_last_30_days": 59890000.0,
-                    "lowest_monthly_earnings": 15000.0,
-                    "highest_monthly_earnings": 239600.0,
-                    "lowest_yearly_earnings": 179700.0,
-                    "highest_yearly_earnings": 2900000.0,
-                    "subscribers_for_last_30_days": 100000.0,
-                    "created_year": 2010.0,
-                    "created_month": "Jul",
-                    "created_date": 29.0,
-                    "Gross tertiary education enrollment (%)": 55.3,
-                    "Population": 50339443.0,
-                    "Unemployment rate": 9.71,
-                    "Urban_population": 40827302.0,
-                    "Latitude": 4.570868,
-                    "Longitude": -74.297333
-                }
-            },
-            {
-                "scenario_id": "151",
-                "features": {
-                    "rank": 558,
-                    "Youtuber": "SriBalajiMovies",
-                    "subscribers": 16600000,
-                    "video views": 9439857193.0,
-                    "category": "Entertainment",
-                    "Title": "SriBalajiMovies",
-                    "uploads": 20102,
-                    "Country": "India",
-                    "Abbreviation": "IN",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 497.0,
-                    "country_rank": 91.0,
-                    "channel_type_rank": 132.0,
-                    "video_views_for_the_last_30_days": 154049000.0,
-                    "lowest_monthly_earnings": 38500.0,
-                    "highest_monthly_earnings": 616200.0,
-                    "lowest_yearly_earnings": 462100.0,
-                    "highest_yearly_earnings": 7400000.0,
-                    "subscribers_for_last_30_days": 200000.0,
-                    "created_year": 2011.0,
-                    "created_month": "Sep",
-                    "created_date": 29.0,
-                    "Gross tertiary education enrollment (%)": 28.1,
-                    "Population": 1366417754.0,
-                    "Unemployment rate": 5.36,
-                    "Urban_population": 471031528.0,
-                    "Latitude": 20.593684,
-                    "Longitude": 78.96288
-                }
-            },
-            {
-                "scenario_id": "152",
-                "features": {
-                    "rank": 709,
-                    "Youtuber": "Meghan Trainor",
-                    "subscribers": 14800000,
-                    "video views": 8649303688.0,
-                    "category": "People & Blogs",
-                    "Title": "Meghan Trainor",
-                    "uploads": 233,
-                    "Country": "United States",
-                    "Abbreviation": "US",
-                    "channel_type": "Music",
-                    "video_views_rank": 580.0,
-                    "country_rank": 153.0,
-                    "channel_type_rank": 130.0,
-                    "video_views_for_the_last_30_days": 51645000.0,
-                    "lowest_monthly_earnings": 12900.0,
-                    "highest_monthly_earnings": 206600.0,
-                    "lowest_yearly_earnings": 154900.0,
-                    "highest_yearly_earnings": 2500000.0,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2008.0,
-                    "created_month": "Jun",
-                    "created_date": 4.0,
-                    "Gross tertiary education enrollment (%)": 88.2,
-                    "Population": 328239523.0,
-                    "Unemployment rate": 14.7,
-                    "Urban_population": 270663028.0,
-                    "Latitude": 37.09024,
-                    "Longitude": -95.712891
-                }
-            },
-            {
-                "scenario_id": "153",
-                "features": {
-                    "rank": 50,
-                    "Youtuber": "SonyMusicIndiaVEVO",
-                    "subscribers": 46600000,
-                    "video views": 27286058807.0,
-                    "category": "Music",
-                    "Title": "SonyMusicIndiaVEVO",
-                    "uploads": 3444,
-                    "Country": "United States",
-                    "Abbreviation": "US",
-                    "channel_type": "Music",
-                    "video_views_rank": 55.0,
-                    "country_rank": 17.0,
-                    "channel_type_rank": 22.0,
-                    "video_views_for_the_last_30_days": 314505000.0,
-                    "lowest_monthly_earnings": 78600.0,
-                    "highest_monthly_earnings": 1300000.0,
-                    "lowest_yearly_earnings": 943500.0,
-                    "highest_yearly_earnings": 15100000.0,
-                    "subscribers_for_last_30_days": 400000.0,
-                    "created_year": 2009.0,
-                    "created_month": "Sep",
-                    "created_date": 2.0,
-                    "Gross tertiary education enrollment (%)": 88.2,
-                    "Population": 328239523.0,
-                    "Unemployment rate": 14.7,
-                    "Urban_population": 270663028.0,
-                    "Latitude": 37.09024,
-                    "Longitude": -95.712891
-                }
-            },
-            {
-                "scenario_id": "154",
-                "features": {
-                    "rank": 148,
-                    "Youtuber": "Lucas and Marcus",
-                    "subscribers": 31600000,
-                    "video views": 11615848291.0,
-                    "category": "Entertainment",
-                    "Title": "Lucas and Marcus",
-                    "uploads": 1321,
-                    "Country": "United States",
-                    "Abbreviation": "US",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 339.0,
-                    "country_rank": 42.0,
-                    "channel_type_rank": 43.0,
-                    "video_views_for_the_last_30_days": 312099000.0,
-                    "lowest_monthly_earnings": 78000.0,
-                    "highest_monthly_earnings": 1200000.0,
-                    "lowest_yearly_earnings": 936300.0,
-                    "highest_yearly_earnings": 15000000.0,
-                    "subscribers_for_last_30_days": 400000.0,
-                    "created_year": 2011.0,
-                    "created_month": "Jan",
-                    "created_date": 19.0,
-                    "Gross tertiary education enrollment (%)": 88.2,
-                    "Population": 328239523.0,
-                    "Unemployment rate": 14.7,
-                    "Urban_population": 270663028.0,
-                    "Latitude": 37.09024,
-                    "Longitude": -95.712891
-                }
-            },
-            {
-                "scenario_id": "155",
-                "features": {
-                    "rank": 843,
-                    "Youtuber": "Awakening Music",
-                    "subscribers": 13500000,
-                    "video views": 5545936485.0,
-                    "category": "Music",
-                    "Title": "Awakening Music",
-                    "uploads": 814,
-                    "Country": "United Kingdom",
-                    "Abbreviation": "GB",
-                    "channel_type": "Music",
-                    "video_views_rank": 1183.0,
-                    "country_rank": 30.0,
-                    "channel_type_rank": 140.0,
-                    "video_views_for_the_last_30_days": 35309000.0,
-                    "lowest_monthly_earnings": 8800.0,
-                    "highest_monthly_earnings": 141200.0,
-                    "lowest_yearly_earnings": 105900.0,
-                    "highest_yearly_earnings": 1700000.0,
-                    "subscribers_for_last_30_days": 100000.0,
-                    "created_year": 2006.0,
-                    "created_month": "Dec",
-                    "created_date": 25.0,
-                    "Gross tertiary education enrollment (%)": 60.0,
-                    "Population": 66834405.0,
-                    "Unemployment rate": 3.85,
-                    "Urban_population": 55908316.0,
-                    "Latitude": 55.378051,
-                    "Longitude": -3.435973
-                }
-            },
-            {
-                "scenario_id": "156",
-                "features": {
-                    "rank": 676,
-                    "Youtuber": "AdeleVEVO",
-                    "subscribers": 15100000,
-                    "video views": 12413869881.0,
-                    "category": "Music",
-                    "Title": "AdeleVEVO",
-                    "uploads": 52,
-                    "Country": "United Kingdom",
-                    "Abbreviation": "GB",
-                    "channel_type": "Music",
-                    "video_views_rank": 309.0,
-                    "country_rank": 25.0,
-                    "channel_type_rank": 127.0,
-                    "video_views_for_the_last_30_days": 84750000.0,
-                    "lowest_monthly_earnings": 21200.0,
-                    "highest_monthly_earnings": 339000.0,
-                    "lowest_yearly_earnings": 254300.0,
-                    "highest_yearly_earnings": 4100000.0,
-                    "subscribers_for_last_30_days": 100000.0,
-                    "created_year": 2009.0,
-                    "created_month": "Oct",
-                    "created_date": 15.0,
-                    "Gross tertiary education enrollment (%)": 60.0,
-                    "Population": 66834405.0,
-                    "Unemployment rate": 3.85,
-                    "Urban_population": 55908316.0,
-                    "Latitude": 55.378051,
-                    "Longitude": -3.435973
-                }
-            },
-            {
-                "scenario_id": "157",
-                "features": {
-                    "rank": 660,
-                    "Youtuber": "NDTV India",
-                    "subscribers": 15200000,
-                    "video views": 6624168155.0,
-                    "category": "News & Politics",
-                    "Title": "NDTV India",
-                    "uploads": 91704,
-                    "Country": "India",
-                    "Abbreviation": "IN",
-                    "channel_type": "News",
-                    "video_views_rank": 900.0,
-                    "country_rank": 101.0,
-                    "channel_type_rank": 16.0,
-                    "video_views_for_the_last_30_days": 49662000.0,
-                    "lowest_monthly_earnings": 12400.0,
-                    "highest_monthly_earnings": 198600.0,
-                    "lowest_yearly_earnings": 149000.0,
-                    "highest_yearly_earnings": 2400000.0,
-                    "subscribers_for_last_30_days": 100000.0,
-                    "created_year": 2008.0,
-                    "created_month": "Jan",
-                    "created_date": 19.0,
-                    "Gross tertiary education enrollment (%)": 28.1,
-                    "Population": 1366417754.0,
-                    "Unemployment rate": 5.36,
-                    "Urban_population": 471031528.0,
-                    "Latitude": 20.593684,
-                    "Longitude": 78.96288
-                }
-            },
-            {
-                "scenario_id": "158",
-                "features": {
-                    "rank": 506,
-                    "Youtuber": "zbing z.",
-                    "subscribers": 17600000,
-                    "video views": 9269174070.0,
-                    "category": "Gaming",
-                    "Title": "zbing z.",
-                    "uploads": 3151,
-                    "Country": "Thailand",
-                    "Abbreviation": "TH",
-                    "channel_type": "Games",
-                    "video_views_rank": 511.0,
-                    "country_rank": 7.0,
-                    "channel_type_rank": 36.0,
-                    "video_views_for_the_last_30_days": 55127000.0,
-                    "lowest_monthly_earnings": 13800.0,
-                    "highest_monthly_earnings": 220500.0,
-                    "lowest_yearly_earnings": 165400.0,
-                    "highest_yearly_earnings": 2600000.0,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2014.0,
-                    "created_month": "Mar",
-                    "created_date": 12.0,
-                    "Gross tertiary education enrollment (%)": 49.3,
-                    "Population": 69625582.0,
-                    "Unemployment rate": 0.75,
-                    "Urban_population": 35294600.0,
-                    "Latitude": 15.870032,
-                    "Longitude": 100.992541
-                }
-            },
-            {
-                "scenario_id": "159",
-                "features": {
-                    "rank": 821,
-                    "Youtuber": "Think Music India",
-                    "subscribers": 13800000,
-                    "video views": 11039343563.0,
-                    "category": "Music",
-                    "Title": "Think Music India",
-                    "uploads": 4978,
-                    "Country": "India",
-                    "Abbreviation": "IN",
-                    "channel_type": "Music",
-                    "video_views_rank": 374.0,
-                    "country_rank": 112.0,
-                    "channel_type_rank": 137.0,
-                    "video_views_for_the_last_30_days": 217106000.0,
-                    "lowest_monthly_earnings": 54300.0,
-                    "highest_monthly_earnings": 868400.0,
-                    "lowest_yearly_earnings": 651300.0,
-                    "highest_yearly_earnings": 10400000.0,
-                    "subscribers_for_last_30_days": 200000.0,
-                    "created_year": 2009.0,
-                    "created_month": "Aug",
-                    "created_date": 15.0,
-                    "Gross tertiary education enrollment (%)": 28.1,
-                    "Population": 1366417754.0,
-                    "Unemployment rate": 5.36,
-                    "Urban_population": 471031528.0,
-                    "Latitude": 20.593684,
-                    "Longitude": 78.96288
-                }
-            },
-            {
-                "scenario_id": "160",
-                "features": {
-                    "rank": 887,
-                    "Youtuber": "Ryan Trahan",
-                    "subscribers": 13100000,
-                    "video views": 2182651464.0,
-                    "category": "Entertainment",
-                    "Title": "Ryan Trahan",
-                    "uploads": 33,
-                    "Country": "United States",
-                    "Abbreviation": "US",
-                    "channel_type": "People",
-                    "video_views_rank": 4051001.0,
-                    "country_rank": 7683.0,
-                    "channel_type_rank": 7670.0,
-                    "video_views_for_the_last_30_days": 248.0,
-                    "lowest_monthly_earnings": 0.06,
-                    "highest_monthly_earnings": 0.99,
-                    "lowest_yearly_earnings": 0.74,
-                    "highest_yearly_earnings": 12.0,
-                    "subscribers_for_last_30_days": 1.0,
-                    "created_year": 2022.0,
-                    "created_month": "Jun",
-                    "created_date": 27.0,
-                    "Gross tertiary education enrollment (%)": 88.2,
-                    "Population": 328239523.0,
-                    "Unemployment rate": 14.7,
-                    "Urban_population": 270663028.0,
-                    "Latitude": 37.09024,
-                    "Longitude": -95.712891
-                }
-            },
-            {
-                "scenario_id": "161",
-                "features": {
-                    "rank": 507,
-                    "Youtuber": "MissaSinfonia",
-                    "subscribers": 17600000,
-                    "video views": 2274007523.0,
-                    "category": "Comedy",
-                    "Title": "MissaSinfonia",
-                    "uploads": 233,
-                    "Country": "Mexico",
-                    "Abbreviation": "MX",
-                    "channel_type": "Comedy",
-                    "video_views_rank": 4139.0,
-                    "country_rank": 17.0,
-                    "channel_type_rank": 25.0,
-                    "video_views_for_the_last_30_days": 27445000.0,
-                    "lowest_monthly_earnings": 6900.0,
-                    "highest_monthly_earnings": 109800.0,
-                    "lowest_yearly_earnings": 82300.0,
-                    "highest_yearly_earnings": 1300000.0,
-                    "subscribers_for_last_30_days": 100000.0,
-                    "created_year": 2011.0,
-                    "created_month": "Jan",
-                    "created_date": 5.0,
-                    "Gross tertiary education enrollment (%)": 40.2,
-                    "Population": 126014024.0,
-                    "Unemployment rate": 3.42,
-                    "Urban_population": 102626859.0,
-                    "Latitude": 23.634501,
-                    "Longitude": -102.552784
-                }
-            },
-            {
-                "scenario_id": "162",
-                "features": {
-                    "rank": 695,
-                    "Youtuber": "MNCTV OFFICIAL",
-                    "subscribers": 14900000,
-                    "video views": 8074260978.0,
-                    "category": "Entertainment",
-                    "Title": "MNCTV OFFICIAL",
-                    "uploads": 66362,
-                    "Country": "Indonesia",
-                    "Abbreviation": "ID",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 639.0,
-                    "country_rank": 26.0,
-                    "channel_type_rank": 146.0,
-                    "video_views_for_the_last_30_days": 43581000.0,
-                    "lowest_monthly_earnings": 10900.0,
-                    "highest_monthly_earnings": 174300.0,
-                    "lowest_yearly_earnings": 130700.0,
-                    "highest_yearly_earnings": 2100000.0,
-                    "subscribers_for_last_30_days": 100000.0,
-                    "created_year": 2012.0,
-                    "created_month": "Nov",
-                    "created_date": 29.0,
-                    "Gross tertiary education enrollment (%)": 36.3,
-                    "Population": 270203917.0,
-                    "Unemployment rate": 4.69,
-                    "Urban_population": 151509724.0,
-                    "Latitude": -0.789275,
-                    "Longitude": 113.921327
-                }
-            },
-            {
-                "scenario_id": "163",
-                "features": {
-                    "rank": 950,
-                    "Youtuber": "People Vs Food",
-                    "subscribers": 12500000,
-                    "video views": 1136534702.0,
-                    "category": "Entertainment",
-                    "Title": "People Vs Food",
-                    "uploads": 601,
-                    "Country": "United States",
-                    "Abbreviation": "US",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 9980.0,
-                    "country_rank": 175.0,
-                    "channel_type_rank": 171.0,
-                    "video_views_for_the_last_30_days": 15340000.0,
-                    "lowest_monthly_earnings": 3800.0,
-                    "highest_monthly_earnings": 61400.0,
-                    "lowest_yearly_earnings": 46000.0,
-                    "highest_yearly_earnings": 736300.0,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2013.0,
-                    "created_month": "Jul",
-                    "created_date": 30.0,
-                    "Gross tertiary education enrollment (%)": 88.2,
-                    "Population": 328239523.0,
-                    "Unemployment rate": 14.7,
-                    "Urban_population": 270663028.0,
-                    "Latitude": 37.09024,
-                    "Longitude": -95.712891
-                }
-            },
-            {
-                "scenario_id": "164",
-                "features": {
-                    "rank": 439,
-                    "Youtuber": "KBS WORLD TV",
-                    "subscribers": 19000000,
-                    "video views": 15126092508.0,
-                    "category": "Entertainment",
-                    "Title": "KBS WORLD TV",
-                    "uploads": 64496,
-                    "Country": "South Korea",
-                    "Abbreviation": "KR",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 217.0,
-                    "country_rank": 8.0,
-                    "channel_type_rank": 111.0,
-                    "video_views_for_the_last_30_days": 107989000.0,
-                    "lowest_monthly_earnings": 27000.0,
-                    "highest_monthly_earnings": 432000.0,
-                    "lowest_yearly_earnings": 324000.0,
-                    "highest_yearly_earnings": 5200000.0,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2007.0,
-                    "created_month": "Jan",
-                    "created_date": 6.0,
-                    "Gross tertiary education enrollment (%)": 94.3,
-                    "Population": 51709098.0,
-                    "Unemployment rate": 4.15,
-                    "Urban_population": 42106719.0,
-                    "Latitude": 35.907757,
-                    "Longitude": 127.766922
-                }
-            },
-            {
-                "scenario_id": "165",
-                "features": {
-                    "rank": 33,
-                    "Youtuber": "Wave Music",
-                    "subscribers": 58000000,
-                    "video views": 40602020243.0,
-                    "category": "Music",
-                    "Title": "Wave Music",
-                    "uploads": 19487,
-                    "Country": "India",
-                    "Abbreviation": "IN",
-                    "channel_type": "Music",
-                    "video_views_rank": 21.0,
-                    "country_rank": 12.0,
-                    "channel_type_rank": 12.0,
-                    "video_views_for_the_last_30_days": 232025000.0,
-                    "lowest_monthly_earnings": 58000.0,
-                    "highest_monthly_earnings": 928100.0,
-                    "lowest_yearly_earnings": 696100.0,
-                    "highest_yearly_earnings": 11100000.0,
-                    "subscribers_for_last_30_days": 500000.0,
-                    "created_year": 2014.0,
-                    "created_month": "Oct",
-                    "created_date": 29.0,
-                    "Gross tertiary education enrollment (%)": 28.1,
-                    "Population": 1366417754.0,
-                    "Unemployment rate": 5.36,
-                    "Urban_population": 471031528.0,
-                    "Latitude": 20.593684,
-                    "Longitude": 78.96288
-                }
-            },
-            {
-                "scenario_id": "166",
-                "features": {
-                    "rank": 242,
-                    "Youtuber": "Anuel AA",
-                    "subscribers": 25000000,
-                    "video views": 14827085149.0,
-                    "category": "Music",
-                    "Title": "Anuel AA",
-                    "uploads": 147,
-                    "Country": "Colombia",
-                    "Abbreviation": "CO",
-                    "channel_type": "Music",
-                    "video_views_rank": 225.0,
-                    "country_rank": 6.0,
-                    "channel_type_rank": 73.0,
-                    "video_views_for_the_last_30_days": 284144000.0,
-                    "lowest_monthly_earnings": 71000.0,
-                    "highest_monthly_earnings": 1100000.0,
-                    "lowest_yearly_earnings": 852400.0,
-                    "highest_yearly_earnings": 13600000.0,
-                    "subscribers_for_last_30_days": 300000.0,
-                    "created_year": 2016.0,
-                    "created_month": "Sep",
-                    "created_date": 8.0,
-                    "Gross tertiary education enrollment (%)": 55.3,
-                    "Population": 50339443.0,
-                    "Unemployment rate": 9.71,
-                    "Urban_population": 40827302.0,
-                    "Latitude": 4.570868,
-                    "Longitude": -74.297333
-                }
-            },
-            {
-                "scenario_id": "167",
-                "features": {
-                    "rank": 93,
-                    "Youtuber": "Like Nastya ESP",
-                    "subscribers": 37600000,
-                    "video views": 18208196857.0,
-                    "category": "Entertainment",
-                    "Title": "Like Nastya ESP",
-                    "uploads": 743,
-                    "Country": "United States",
-                    "Abbreviation": "US",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 145.0,
-                    "country_rank": 29.0,
-                    "channel_type_rank": 28.0,
-                    "video_views_for_the_last_30_days": 321026000.0,
-                    "lowest_monthly_earnings": 80300.0,
-                    "highest_monthly_earnings": 1300000.0,
-                    "lowest_yearly_earnings": 963100.0,
-                    "highest_yearly_earnings": 15400000.0,
-                    "subscribers_for_last_30_days": 700000.0,
-                    "created_year": 2017.0,
-                    "created_month": "Apr",
-                    "created_date": 22.0,
-                    "Gross tertiary education enrollment (%)": 88.2,
-                    "Population": 328239523.0,
-                    "Unemployment rate": 14.7,
-                    "Urban_population": 270663028.0,
-                    "Latitude": 37.09024,
-                    "Longitude": -95.712891
-                }
-            },
-            {
-                "scenario_id": "168",
-                "features": {
-                    "rank": 751,
-                    "Youtuber": "Hear This Music",
-                    "subscribers": 14500000,
-                    "video views": 9201428420.0,
-                    "category": "Music",
-                    "Title": "Hear This Music",
-                    "uploads": 39,
-                    "Country": null,
-                    "Abbreviation": null,
-                    "channel_type": "Music",
-                    "video_views_rank": 518.0,
-                    "country_rank": 4.0,
-                    "channel_type_rank": 132.0,
-                    "video_views_for_the_last_30_days": 48193000.0,
-                    "lowest_monthly_earnings": 12000.0,
-                    "highest_monthly_earnings": 192800.0,
-                    "lowest_yearly_earnings": 144600.0,
-                    "highest_yearly_earnings": 2300000.0,
-                    "subscribers_for_last_30_days": 100000.0,
-                    "created_year": 2016.0,
-                    "created_month": "Feb",
-                    "created_date": 13.0,
-                    "Gross tertiary education enrollment (%)": null,
-                    "Population": null,
-                    "Unemployment rate": null,
-                    "Urban_population": null,
-                    "Latitude": null,
-                    "Longitude": null
-                }
-            },
-            {
-                "scenario_id": "169",
-                "features": {
-                    "rank": 141,
-                    "Youtuber": "SMTOWN",
-                    "subscribers": 31900000,
-                    "video views": 27330239663.0,
-                    "category": "Music",
-                    "Title": "SMTOWN",
-                    "uploads": 4158,
-                    "Country": null,
-                    "Abbreviation": null,
-                    "channel_type": "Music",
-                    "video_views_rank": 53.0,
-                    "country_rank": null,
-                    "channel_type_rank": 47.0,
-                    "video_views_for_the_last_30_days": 233402000.0,
-                    "lowest_monthly_earnings": 58400.0,
-                    "highest_monthly_earnings": 933600.0,
-                    "lowest_yearly_earnings": 700200.0,
-                    "highest_yearly_earnings": 11200000.0,
-                    "subscribers_for_last_30_days": 100000.0,
-                    "created_year": 2006.0,
-                    "created_month": "Mar",
-                    "created_date": 18.0,
-                    "Gross tertiary education enrollment (%)": null,
-                    "Population": null,
-                    "Unemployment rate": null,
-                    "Urban_population": null,
-                    "Latitude": null,
-                    "Longitude": null
-                }
-            },
-            {
-                "scenario_id": "170",
-                "features": {
-                    "rank": 914,
-                    "Youtuber": "gymvirtual",
-                    "subscribers": 12900000,
-                    "video views": 2509752944.0,
-                    "category": "Sports",
-                    "Title": "gymvirtual",
-                    "uploads": 1572,
-                    "Country": "Spain",
-                    "Abbreviation": "ES",
-                    "channel_type": "Sports",
-                    "video_views_rank": 3645.0,
-                    "country_rank": 17.0,
-                    "channel_type_rank": 12.0,
-                    "video_views_for_the_last_30_days": 11993000.0,
-                    "lowest_monthly_earnings": 3000.0,
-                    "highest_monthly_earnings": 48000.0,
-                    "lowest_yearly_earnings": 36000.0,
-                    "highest_yearly_earnings": 575700.0,
-                    "subscribers_for_last_30_days": 100000.0,
-                    "created_year": 2010.0,
-                    "created_month": "Nov",
-                    "created_date": 1.0,
-                    "Gross tertiary education enrollment (%)": 88.9,
-                    "Population": 47076781.0,
-                    "Unemployment rate": 13.96,
-                    "Urban_population": 37927409.0,
-                    "Latitude": 40.463667,
-                    "Longitude": -3.74922
-                }
-            },
-            {
-                "scenario_id": "171",
-                "features": {
-                    "rank": 918,
-                    "Youtuber": "AlArabiya ����ï¿",
-                    "subscribers": 12900000,
-                    "video views": 7520379951.0,
-                    "category": "People & Blogs",
-                    "Title": "AlArabiya ����ï¿",
-                    "uploads": 169304,
-                    "Country": "United Arab Emirates",
-                    "Abbreviation": "AE",
-                    "channel_type": "News",
-                    "video_views_rank": 737.0,
-                    "country_rank": 8.0,
-                    "channel_type_rank": 23.0,
-                    "video_views_for_the_last_30_days": 80219000.0,
-                    "lowest_monthly_earnings": 20100.0,
-                    "highest_monthly_earnings": 320900.0,
-                    "lowest_yearly_earnings": 240700.0,
-                    "highest_yearly_earnings": 3900000.0,
-                    "subscribers_for_last_30_days": 100000.0,
-                    "created_year": 2006.0,
-                    "created_month": "Sep",
-                    "created_date": 19.0,
-                    "Gross tertiary education enrollment (%)": 36.8,
-                    "Population": 9770529.0,
-                    "Unemployment rate": 2.35,
-                    "Urban_population": 8479744.0,
-                    "Latitude": 23.424076,
-                    "Longitude": 53.847818
-                }
-            },
-            {
-                "scenario_id": "172",
-                "features": {
-                    "rank": 391,
-                    "Youtuber": "MiawAug",
-                    "subscribers": 20200000,
-                    "video views": 6098644584.0,
-                    "category": "Gaming",
-                    "Title": "MiawAug",
-                    "uploads": 3713,
-                    "Country": "Indonesia",
-                    "Abbreviation": "ID",
-                    "channel_type": "Games",
-                    "video_views_rank": 1023.0,
-                    "country_rank": 11.0,
-                    "channel_type_rank": 27.0,
-                    "video_views_for_the_last_30_days": 64489000.0,
-                    "lowest_monthly_earnings": 16100.0,
-                    "highest_monthly_earnings": 258000.0,
-                    "lowest_yearly_earnings": 193500.0,
-                    "highest_yearly_earnings": 3100000.0,
-                    "subscribers_for_last_30_days": 200000.0,
-                    "created_year": 2014.0,
-                    "created_month": "Mar",
-                    "created_date": 15.0,
-                    "Gross tertiary education enrollment (%)": 36.3,
-                    "Population": 270203917.0,
-                    "Unemployment rate": 4.69,
-                    "Urban_population": 151509724.0,
-                    "Latitude": -0.789275,
-                    "Longitude": 113.921327
-                }
-            },
-            {
-                "scenario_id": "173",
-                "features": {
-                    "rank": 447,
-                    "Youtuber": "Farruko",
-                    "subscribers": 18800000,
-                    "video views": 9573641299.0,
-                    "category": "Music",
-                    "Title": "Farruko",
-                    "uploads": 217,
-                    "Country": "United States",
-                    "Abbreviation": "US",
-                    "channel_type": "Music",
-                    "video_views_rank": 485.0,
-                    "country_rank": 117.0,
-                    "channel_type_rank": 100.0,
-                    "video_views_for_the_last_30_days": 97758000.0,
-                    "lowest_monthly_earnings": 24400.0,
-                    "highest_monthly_earnings": 391000.0,
-                    "lowest_yearly_earnings": 293300.0,
-                    "highest_yearly_earnings": 4700000.0,
-                    "subscribers_for_last_30_days": 100000.0,
-                    "created_year": 2009.0,
-                    "created_month": "Oct",
-                    "created_date": 30.0,
-                    "Gross tertiary education enrollment (%)": 88.2,
-                    "Population": 328239523.0,
-                    "Unemployment rate": 14.7,
-                    "Urban_population": 270663028.0,
-                    "Latitude": 37.09024,
-                    "Longitude": -95.712891
-                }
-            },
-            {
-                "scenario_id": "174",
-                "features": {
-                    "rank": 895,
-                    "Youtuber": "ýýýýýýýýýýýýýýý Ms Yeah",
-                    "subscribers": 13100000,
-                    "video views": 4399833602.0,
-                    "category": "People & Blogs",
-                    "Title": "ýýýýýýýýýýýýýýý Ms Yeah",
-                    "uploads": 435,
-                    "Country": "United States",
-                    "Abbreviation": "US",
-                    "channel_type": "Howto",
-                    "video_views_rank": 1650.0,
-                    "country_rank": 169.0,
-                    "channel_type_rank": 34.0,
-                    "video_views_for_the_last_30_days": 60661000.0,
-                    "lowest_monthly_earnings": 15200.0,
-                    "highest_monthly_earnings": 242600.0,
-                    "lowest_yearly_earnings": 182000.0,
-                    "highest_yearly_earnings": 2900000.0,
-                    "subscribers_for_last_30_days": 100000.0,
-                    "created_year": 2017.0,
-                    "created_month": "Feb",
-                    "created_date": 15.0,
-                    "Gross tertiary education enrollment (%)": 88.2,
-                    "Population": 328239523.0,
-                    "Unemployment rate": 14.7,
-                    "Urban_population": 270663028.0,
-                    "Latitude": 37.09024,
-                    "Longitude": -95.712891
-                }
-            },
-            {
-                "scenario_id": "175",
-                "features": {
-                    "rank": 415,
-                    "Youtuber": "AS Gaming",
-                    "subscribers": 19600000,
-                    "video views": 2851024430.0,
-                    "category": "Gaming",
-                    "Title": "ASGaming",
-                    "uploads": 17,
-                    "Country": "United States",
-                    "Abbreviation": "US",
-                    "channel_type": "Games",
-                    "video_views_rank": 3857915.0,
-                    "country_rank": 7711.0,
-                    "channel_type_rank": 7464.0,
-                    "video_views_for_the_last_30_days": 23.0,
-                    "lowest_monthly_earnings": 0.01,
-                    "highest_monthly_earnings": 0.09,
-                    "lowest_yearly_earnings": 0.07,
-                    "highest_yearly_earnings": 1.0,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2009.0,
-                    "created_month": "Mar",
-                    "created_date": 5.0,
-                    "Gross tertiary education enrollment (%)": 88.2,
-                    "Population": 328239523.0,
-                    "Unemployment rate": 14.7,
-                    "Urban_population": 270663028.0,
-                    "Latitude": 37.09024,
-                    "Longitude": -95.712891
-                }
-            },
-            {
-                "scenario_id": "177",
-                "features": {
-                    "rank": 298,
-                    "Youtuber": "White Hill Music",
-                    "subscribers": 23000000,
-                    "video views": 10939966484.0,
-                    "category": "Entertainment",
-                    "Title": "White Hill Music",
-                    "uploads": 5718,
-                    "Country": "India",
-                    "Abbreviation": "IN",
-                    "channel_type": "Music",
-                    "video_views_rank": 382.0,
-                    "country_rank": 60.0,
-                    "channel_type_rank": 82.0,
-                    "video_views_for_the_last_30_days": 93183000.0,
-                    "lowest_monthly_earnings": 23300.0,
-                    "highest_monthly_earnings": 372700.0,
-                    "lowest_yearly_earnings": 279500.0,
-                    "highest_yearly_earnings": 4500000.0,
-                    "subscribers_for_last_30_days": 100000.0,
-                    "created_year": 2014.0,
-                    "created_month": "Mar",
-                    "created_date": 23.0,
-                    "Gross tertiary education enrollment (%)": 28.1,
-                    "Population": 1366417754.0,
-                    "Unemployment rate": 5.36,
-                    "Urban_population": 471031528.0,
-                    "Latitude": 20.593684,
-                    "Longitude": 78.96288
-                }
-            },
-            {
-                "scenario_id": "178",
-                "features": {
-                    "rank": 398,
-                    "Youtuber": "5-Minute Crafts PLAY",
-                    "subscribers": 20100000,
-                    "video views": 6119294270.0,
-                    "category": "Howto & Style",
-                    "Title": "5-Minute Crafts PLAY",
-                    "uploads": 5491,
-                    "Country": "United States",
-                    "Abbreviation": "US",
-                    "channel_type": "Howto",
-                    "video_views_rank": 1014.0,
-                    "country_rank": 108.0,
-                    "channel_type_rank": 12.0,
-                    "video_views_for_the_last_30_days": 105784000.0,
-                    "lowest_monthly_earnings": 26400.0,
-                    "highest_monthly_earnings": 423100.0,
-                    "lowest_yearly_earnings": 317400.0,
-                    "highest_yearly_earnings": 5100000.0,
-                    "subscribers_for_last_30_days": 100000.0,
-                    "created_year": 2017.0,
-                    "created_month": "Oct",
-                    "created_date": 30.0,
-                    "Gross tertiary education enrollment (%)": 88.2,
-                    "Population": 328239523.0,
-                    "Unemployment rate": 14.7,
-                    "Urban_population": 270663028.0,
-                    "Latitude": 37.09024,
-                    "Longitude": -95.712891
-                }
-            },
-            {
-                "scenario_id": "179",
-                "features": {
-                    "rank": 254,
-                    "Youtuber": "Pen Movies",
-                    "subscribers": 24300000,
-                    "video views": 6608773195.0,
-                    "category": "Film & Animation",
-                    "Title": "Pen Movies",
-                    "uploads": 1667,
-                    "Country": "India",
-                    "Abbreviation": "IN",
-                    "channel_type": "Film",
-                    "video_views_rank": 903.0,
-                    "country_rank": 53.0,
-                    "channel_type_rank": 17.0,
-                    "video_views_for_the_last_30_days": 94853000.0,
-                    "lowest_monthly_earnings": 23700.0,
-                    "highest_monthly_earnings": 379400.0,
-                    "lowest_yearly_earnings": 284600.0,
-                    "highest_yearly_earnings": 4600000.0,
-                    "subscribers_for_last_30_days": 300000.0,
-                    "created_year": 2014.0,
-                    "created_month": "Mar",
-                    "created_date": 25.0,
-                    "Gross tertiary education enrollment (%)": 28.1,
-                    "Population": 1366417754.0,
-                    "Unemployment rate": 5.36,
-                    "Urban_population": 471031528.0,
-                    "Latitude": 20.593684,
-                    "Longitude": 78.96288
-                }
-            },
-            {
-                "scenario_id": "180",
-                "features": {
-                    "rank": 724,
-                    "Youtuber": "ABC News",
-                    "subscribers": 14700000,
-                    "video views": 12961669452.0,
-                    "category": "News & Politics",
-                    "Title": "ABC News",
-                    "uploads": 80830,
-                    "Country": "United States",
-                    "Abbreviation": "US",
-                    "channel_type": "News",
-                    "video_views_rank": 289.0,
-                    "country_rank": 154.0,
-                    "channel_type_rank": 18.0,
-                    "video_views_for_the_last_30_days": 185709000.0,
-                    "lowest_monthly_earnings": 46400.0,
-                    "highest_monthly_earnings": 742800.0,
-                    "lowest_yearly_earnings": 557100.0,
-                    "highest_yearly_earnings": 8900000.0,
-                    "subscribers_for_last_30_days": 100000.0,
-                    "created_year": 2006.0,
-                    "created_month": "Aug",
-                    "created_date": 7.0,
-                    "Gross tertiary education enrollment (%)": 88.2,
-                    "Population": 328239523.0,
-                    "Unemployment rate": 14.7,
-                    "Urban_population": 270663028.0,
-                    "Latitude": 37.09024,
-                    "Longitude": -95.712891
-                }
-            },
-            {
-                "scenario_id": "181",
-                "features": {
-                    "rank": 634,
-                    "Youtuber": "Henrique e Juliano",
-                    "subscribers": 15500000,
-                    "video views": 14619523361.0,
-                    "category": "Music",
-                    "Title": "Henrique e Juliano",
-                    "uploads": 325,
-                    "Country": "Brazil",
-                    "Abbreviation": "BR",
-                    "channel_type": "Music",
-                    "video_views_rank": 236.0,
-                    "country_rank": 35.0,
-                    "channel_type_rank": 123.0,
-                    "video_views_for_the_last_30_days": 163678000.0,
-                    "lowest_monthly_earnings": 40900.0,
-                    "highest_monthly_earnings": 654700.0,
-                    "lowest_yearly_earnings": 491000.0,
-                    "highest_yearly_earnings": 7900000.0,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2009.0,
-                    "created_month": "Jun",
-                    "created_date": 27.0,
-                    "Gross tertiary education enrollment (%)": 51.3,
-                    "Population": 212559417.0,
-                    "Unemployment rate": 12.08,
-                    "Urban_population": 183241641.0,
-                    "Latitude": -14.235004,
-                    "Longitude": -51.92528
-                }
-            },
-            {
-                "scenario_id": "182",
-                "features": {
-                    "rank": 195,
-                    "Youtuber": "Wiz Khalifa",
-                    "subscribers": 27500000,
-                    "video views": 13379395501.0,
-                    "category": "Music",
-                    "Title": "Wiz Khalifa",
-                    "uploads": 682,
-                    "Country": "United States",
-                    "Abbreviation": "US",
-                    "channel_type": "Music",
-                    "video_views_rank": 275.0,
-                    "country_rank": 57.0,
-                    "channel_type_rank": 63.0,
-                    "video_views_for_the_last_30_days": 90450000.0,
-                    "lowest_monthly_earnings": 22600.0,
-                    "highest_monthly_earnings": 361800.0,
-                    "lowest_yearly_earnings": 271300.0,
-                    "highest_yearly_earnings": 4300000.0,
-                    "subscribers_for_last_30_days": 100000.0,
-                    "created_year": 2008.0,
-                    "created_month": "May",
-                    "created_date": 9.0,
-                    "Gross tertiary education enrollment (%)": 88.2,
-                    "Population": 328239523.0,
-                    "Unemployment rate": 14.7,
-                    "Urban_population": 270663028.0,
-                    "Latitude": 37.09024,
-                    "Longitude": -95.712891
-                }
-            },
-            {
-                "scenario_id": "183",
-                "features": {
-                    "rank": 325,
-                    "Youtuber": "Disney Latinoam��",
-                    "subscribers": 21900000,
-                    "video views": 20657571751.0,
-                    "category": "Entertainment",
-                    "Title": "disneylatinoamerica",
-                    "uploads": 116,
-                    "Country": "Mexico",
-                    "Abbreviation": "MX",
-                    "channel_type": "Music",
-                    "video_views_rank": 1277277.0,
-                    "country_rank": 2973.0,
-                    "channel_type_rank": 4085.0,
-                    "video_views_for_the_last_30_days": 4719.0,
-                    "lowest_monthly_earnings": 1.0,
-                    "highest_monthly_earnings": 19.0,
-                    "lowest_yearly_earnings": 14.0,
-                    "highest_yearly_earnings": 227.0,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2008.0,
-                    "created_month": "Apr",
-                    "created_date": 7.0,
-                    "Gross tertiary education enrollment (%)": 40.2,
-                    "Population": 126014024.0,
-                    "Unemployment rate": 3.42,
-                    "Urban_population": 102626859.0,
-                    "Latitude": 23.634501,
-                    "Longitude": -102.552784
-                }
-            },
-            {
-                "scenario_id": "184",
-                "features": {
-                    "rank": 487,
-                    "Youtuber": "RobleisIUTU",
-                    "subscribers": 17900000,
-                    "video views": 5168721499.0,
-                    "category": "Entertainment",
-                    "Title": "RobleisIUTU",
-                    "uploads": 1344,
-                    "Country": "Argentina",
-                    "Abbreviation": "AR",
-                    "channel_type": "Games",
-                    "video_views_rank": 1294.0,
-                    "country_rank": 9.0,
-                    "channel_type_rank": 35.0,
-                    "video_views_for_the_last_30_days": 27545000.0,
-                    "lowest_monthly_earnings": 6900.0,
-                    "highest_monthly_earnings": 110200.0,
-                    "lowest_yearly_earnings": 82600.0,
-                    "highest_yearly_earnings": 1300000.0,
-                    "subscribers_for_last_30_days": 100000.0,
-                    "created_year": 2013.0,
-                    "created_month": "Apr",
-                    "created_date": 15.0,
-                    "Gross tertiary education enrollment (%)": 90.0,
-                    "Population": 44938712.0,
-                    "Unemployment rate": 9.79,
-                    "Urban_population": 41339571.0,
-                    "Latitude": -38.416097,
-                    "Longitude": -63.616672
-                }
-            },
-            {
-                "scenario_id": "185",
-                "features": {
-                    "rank": 656,
-                    "Youtuber": "Sony LIV",
-                    "subscribers": 15200000,
-                    "video views": 7151683497.0,
-                    "category": "Entertainment",
-                    "Title": "Sony LIV",
-                    "uploads": 11099,
-                    "Country": "India",
-                    "Abbreviation": "IN",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 794.0,
-                    "country_rank": 102.0,
-                    "channel_type_rank": 144.0,
-                    "video_views_for_the_last_30_days": 210909000.0,
-                    "lowest_monthly_earnings": 52700.0,
-                    "highest_monthly_earnings": 843600.0,
-                    "lowest_yearly_earnings": 632700.0,
-                    "highest_yearly_earnings": 10100000.0,
-                    "subscribers_for_last_30_days": 300000.0,
-                    "created_year": 2014.0,
-                    "created_month": "May",
-                    "created_date": 2.0,
-                    "Gross tertiary education enrollment (%)": 28.1,
-                    "Population": 1366417754.0,
-                    "Unemployment rate": 5.36,
-                    "Urban_population": 471031528.0,
-                    "Latitude": 20.593684,
-                    "Longitude": 78.96288
-                }
-            },
-            {
-                "scenario_id": "186",
-                "features": {
-                    "rank": 760,
-                    "Youtuber": "Coke Studio",
-                    "subscribers": 14400000,
-                    "video views": 4035738731.0,
-                    "category": "Music",
-                    "Title": "Rohail Hyatt",
-                    "uploads": 450,
-                    "Country": "United States",
-                    "Abbreviation": "US",
-                    "channel_type": "Music",
-                    "video_views_rank": 23796.0,
-                    "country_rank": 962.0,
-                    "channel_type_rank": 836.0,
-                    "video_views_for_the_last_30_days": 3557000.0,
-                    "lowest_monthly_earnings": 889.0,
-                    "highest_monthly_earnings": 14200.0,
-                    "lowest_yearly_earnings": 10700.0,
-                    "highest_yearly_earnings": 170700.0,
-                    "subscribers_for_last_30_days": 10000.0,
-                    "created_year": 2008.0,
-                    "created_month": "Jun",
-                    "created_date": 4.0,
-                    "Gross tertiary education enrollment (%)": 88.2,
-                    "Population": 328239523.0,
-                    "Unemployment rate": 14.7,
-                    "Urban_population": 270663028.0,
-                    "Latitude": 37.09024,
-                    "Longitude": -95.712891
-                }
-            },
-            {
-                "scenario_id": "187",
-                "features": {
-                    "rank": 753,
-                    "Youtuber": "ýýýýýýýýýýýýýýýýýýýýý",
-                    "subscribers": 14400000,
-                    "video views": 600154268.0,
-                    "category": "Entertainment",
-                    "Title": "ýýýýýýýýýýýýýýýýýýýýý",
-                    "uploads": 364,
-                    "Country": "South Korea",
-                    "Abbreviation": "KR",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 21132.0,
-                    "country_rank": 14.0,
-                    "channel_type_rank": 151.0,
-                    "video_views_for_the_last_30_days": 1370000.0,
-                    "lowest_monthly_earnings": 342.0,
-                    "highest_monthly_earnings": 5500.0,
-                    "lowest_yearly_earnings": 4100.0,
-                    "highest_yearly_earnings": 65700.0,
-                    "subscribers_for_last_30_days": 300000.0,
-                    "created_year": 2017.0,
-                    "created_month": "Mar",
-                    "created_date": 8.0,
-                    "Gross tertiary education enrollment (%)": 94.3,
-                    "Population": 51709098.0,
-                    "Unemployment rate": 4.15,
-                    "Urban_population": 42106719.0,
-                    "Latitude": 35.907757,
-                    "Longitude": 127.766922
-                }
-            },
-            {
-                "scenario_id": "188",
-                "features": {
-                    "rank": 632,
-                    "Youtuber": "Infobells Bangla",
-                    "subscribers": 15500000,
-                    "video views": 7776706184.0,
-                    "category": "Education",
-                    "Title": "Infobells Bangla",
-                    "uploads": 359,
-                    "Country": "India",
-                    "Abbreviation": "IN",
-                    "channel_type": "Education",
-                    "video_views_rank": 687.0,
-                    "country_rank": 98.0,
-                    "channel_type_rank": 32.0,
-                    "video_views_for_the_last_30_days": 167888000.0,
-                    "lowest_monthly_earnings": 42000.0,
-                    "highest_monthly_earnings": 671600.0,
-                    "lowest_yearly_earnings": 503700.0,
-                    "highest_yearly_earnings": 8100000.0,
-                    "subscribers_for_last_30_days": 300000.0,
-                    "created_year": 2016.0,
-                    "created_month": "Jun",
-                    "created_date": 13.0,
-                    "Gross tertiary education enrollment (%)": 28.1,
-                    "Population": 1366417754.0,
-                    "Unemployment rate": 5.36,
-                    "Urban_population": 471031528.0,
-                    "Latitude": 20.593684,
-                    "Longitude": 78.96288
-                }
-            },
-            {
-                "scenario_id": "189",
-                "features": {
-                    "rank": 942,
-                    "Youtuber": "Heidi y Zidane",
-                    "subscribers": 12700000,
-                    "video views": 6001189018.0,
-                    "category": null,
-                    "Title": "Heidi y Zidane",
-                    "uploads": 600,
-                    "Country": "United States",
-                    "Abbreviation": "US",
-                    "channel_type": "People",
-                    "video_views_rank": 1052.0,
-                    "country_rank": 173.0,
-                    "channel_type_rank": 60.0,
-                    "video_views_for_the_last_30_days": 16117000.0,
-                    "lowest_monthly_earnings": 4000.0,
-                    "highest_monthly_earnings": 64500.0,
-                    "lowest_yearly_earnings": 48400.0,
-                    "highest_yearly_earnings": 773600.0,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2019.0,
-                    "created_month": "Dec",
-                    "created_date": 2.0,
-                    "Gross tertiary education enrollment (%)": 88.2,
-                    "Population": 328239523.0,
-                    "Unemployment rate": 14.7,
-                    "Urban_population": 270663028.0,
-                    "Latitude": 37.09024,
-                    "Longitude": -95.712891
-                }
-            },
-            {
-                "scenario_id": "191",
-                "features": {
-                    "rank": 610,
-                    "Youtuber": "Lyna",
-                    "subscribers": 15900000,
-                    "video views": 6534326412.0,
-                    "category": "Gaming",
-                    "Title": "Lyna",
-                    "uploads": 4906,
-                    "Country": "Argentina",
-                    "Abbreviation": "AR",
-                    "channel_type": "Games",
-                    "video_views_rank": 919.0,
-                    "country_rank": 12.0,
-                    "channel_type_rank": 43.0,
-                    "video_views_for_the_last_30_days": 64085000.0,
-                    "lowest_monthly_earnings": 16000.0,
-                    "highest_monthly_earnings": 256300.0,
-                    "lowest_yearly_earnings": 192300.0,
-                    "highest_yearly_earnings": 3100000.0,
-                    "subscribers_for_last_30_days": 200000.0,
-                    "created_year": 2014.0,
-                    "created_month": "Sep",
-                    "created_date": 8.0,
-                    "Gross tertiary education enrollment (%)": 90.0,
-                    "Population": 44938712.0,
-                    "Unemployment rate": 9.79,
-                    "Urban_population": 41339571.0,
-                    "Latitude": -38.416097,
-                    "Longitude": -63.616672
-                }
-            },
-            {
-                "scenario_id": "192",
-                "features": {
-                    "rank": 689,
-                    "Youtuber": "Ray William Johnson",
-                    "subscribers": 15000000,
-                    "video views": 10239836582.0,
-                    "category": "Entertainment",
-                    "Title": "Ray William Johnson",
-                    "uploads": 1803,
-                    "Country": "United States",
-                    "Abbreviation": "US",
-                    "channel_type": "Comedy",
-                    "video_views_rank": 423.0,
-                    "country_rank": 151.0,
-                    "channel_type_rank": 29.0,
-                    "video_views_for_the_last_30_days": 312858000.0,
-                    "lowest_monthly_earnings": 78200.0,
-                    "highest_monthly_earnings": 1300000.0,
-                    "lowest_yearly_earnings": 938600.0,
-                    "highest_yearly_earnings": 15000000.0,
-                    "subscribers_for_last_30_days": 200000.0,
-                    "created_year": 2008.0,
-                    "created_month": "May",
-                    "created_date": 26.0,
-                    "Gross tertiary education enrollment (%)": 88.2,
-                    "Population": 328239523.0,
-                    "Unemployment rate": 14.7,
-                    "Urban_population": 270663028.0,
-                    "Latitude": 37.09024,
-                    "Longitude": -95.712891
-                }
-            },
-            {
-                "scenario_id": "193",
-                "features": {
-                    "rank": 759,
-                    "Youtuber": "Rclbeauty101",
-                    "subscribers": 14400000,
-                    "video views": 3900312631.0,
-                    "category": "Comedy",
-                    "Title": "Rclbeauty101",
-                    "uploads": 463,
-                    "Country": "United States",
-                    "Abbreviation": "US",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 1986.0,
-                    "country_rank": 157.0,
-                    "channel_type_rank": 152.0,
-                    "video_views_for_the_last_30_days": 8636000.0,
-                    "lowest_monthly_earnings": 2200.0,
-                    "highest_monthly_earnings": 34500.0,
-                    "lowest_yearly_earnings": 25900.0,
-                    "highest_yearly_earnings": 414500.0,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2010.0,
-                    "created_month": "Dec",
-                    "created_date": 14.0,
-                    "Gross tertiary education enrollment (%)": 88.2,
-                    "Population": 328239523.0,
-                    "Unemployment rate": 14.7,
-                    "Urban_population": 270663028.0,
-                    "Latitude": 37.09024,
-                    "Longitude": -95.712891
-                }
-            },
-            {
-                "scenario_id": "194",
-                "features": {
-                    "rank": 683,
-                    "Youtuber": "PlayStation",
-                    "subscribers": 15000000,
-                    "video views": 4741434420.0,
-                    "category": "Gaming",
-                    "Title": "PlayStation",
-                    "uploads": 20292,
-                    "Country": "United States",
-                    "Abbreviation": "US",
-                    "channel_type": "Games",
-                    "video_views_rank": 1469.0,
-                    "country_rank": 151.0,
-                    "channel_type_rank": 48.0,
-                    "video_views_for_the_last_30_days": 41789000.0,
-                    "lowest_monthly_earnings": 10400.0,
-                    "highest_monthly_earnings": 167200.0,
-                    "lowest_yearly_earnings": 125400.0,
-                    "highest_yearly_earnings": 2000000.0,
-                    "subscribers_for_last_30_days": 100000.0,
-                    "created_year": 2005.0,
-                    "created_month": "Dec",
-                    "created_date": 16.0,
-                    "Gross tertiary education enrollment (%)": 88.2,
-                    "Population": 328239523.0,
-                    "Unemployment rate": 14.7,
-                    "Urban_population": 270663028.0,
-                    "Latitude": 37.09024,
-                    "Longitude": -95.712891
-                }
-            },
-            {
-                "scenario_id": "195",
-                "features": {
-                    "rank": 913,
-                    "Youtuber": "Matheus Yurley",
-                    "subscribers": 12900000,
-                    "video views": 140022442.0,
-                    "category": "Entertainment",
-                    "Title": "Matheus Yurley",
-                    "uploads": 69,
-                    "Country": "Brazil",
-                    "Abbreviation": "BR",
-                    "channel_type": "Entertainment",
-                    "video_views_rank": 93531.0,
-                    "country_rank": 52.0,
-                    "channel_type_rank": 167.0,
-                    "video_views_for_the_last_30_days": 147626.0,
-                    "lowest_monthly_earnings": 37.0,
-                    "highest_monthly_earnings": 591.0,
-                    "lowest_yearly_earnings": 443.0,
-                    "highest_yearly_earnings": 7100.0,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2015.0,
-                    "created_month": "Jan",
-                    "created_date": 27.0,
-                    "Gross tertiary education enrollment (%)": 51.3,
-                    "Population": 212559417.0,
-                    "Unemployment rate": 12.08,
-                    "Urban_population": 183241641.0,
-                    "Latitude": -14.235004,
-                    "Longitude": -51.92528
-                }
-            },
-            {
-                "scenario_id": "196",
-                "features": {
-                    "rank": 11,
-                    "Youtuber": "Zee Music Company",
-                    "subscribers": 96700000,
-                    "video views": 57856289381.0,
-                    "category": "Music",
-                    "Title": "Zee Music Company",
-                    "uploads": 8548,
-                    "Country": "India",
-                    "Abbreviation": "IN",
-                    "channel_type": "Music",
-                    "video_views_rank": 12.0,
-                    "country_rank": 3.0,
-                    "channel_type_rank": 2.0,
-                    "video_views_for_the_last_30_days": 803613000.0,
-                    "lowest_monthly_earnings": 200900.0,
-                    "highest_monthly_earnings": 3200000.0,
-                    "lowest_yearly_earnings": 2400000.0,
-                    "highest_yearly_earnings": 38600000.0,
-                    "subscribers_for_last_30_days": 1100000.0,
-                    "created_year": 2014.0,
-                    "created_month": "Mar",
-                    "created_date": 12.0,
-                    "Gross tertiary education enrollment (%)": 28.1,
-                    "Population": 1366417754.0,
-                    "Unemployment rate": 5.36,
-                    "Urban_population": 471031528.0,
-                    "Latitude": 20.593684,
-                    "Longitude": 78.96288
-                }
-            },
-            {
-                "scenario_id": "197",
-                "features": {
-                    "rank": 621,
-                    "Youtuber": "Team Films Bhojpuri",
-                    "subscribers": 15700000,
-                    "video views": 6626563508.0,
-                    "category": "Music",
-                    "Title": "Team Films Bhojpuri",
-                    "uploads": 19703,
-                    "Country": "India",
-                    "Abbreviation": "IN",
-                    "channel_type": "Music",
-                    "video_views_rank": 902.0,
-                    "country_rank": 97.0,
-                    "channel_type_rank": 121.0,
-                    "video_views_for_the_last_30_days": 30744000.0,
-                    "lowest_monthly_earnings": 7700.0,
-                    "highest_monthly_earnings": 123000.0,
-                    "lowest_yearly_earnings": 92200.0,
-                    "highest_yearly_earnings": 1500000.0,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2014.0,
-                    "created_month": "Jul",
-                    "created_date": 18.0,
-                    "Gross tertiary education enrollment (%)": 28.1,
-                    "Population": 1366417754.0,
-                    "Unemployment rate": 5.36,
-                    "Urban_population": 471031528.0,
-                    "Latitude": 20.593684,
-                    "Longitude": 78.96288
-                }
-            },
-            {
-                "scenario_id": "199",
-                "features": {
-                    "rank": 175,
-                    "Youtuber": "Maluma",
-                    "subscribers": 29300000,
-                    "video views": 21226945136.0,
-                    "category": "Music",
-                    "Title": "MaLuMa",
-                    "uploads": 14,
-                    "Country": "Argentina",
-                    "Abbreviation": "AR",
-                    "channel_type": "People",
-                    "video_views_rank": 4051498.0,
-                    "country_rank": 3624.0,
-                    "channel_type_rank": 7658.0,
-                    "video_views_for_the_last_30_days": 15.0,
-                    "lowest_monthly_earnings": 0.0,
-                    "highest_monthly_earnings": 0.06,
-                    "lowest_yearly_earnings": 0.05,
-                    "highest_yearly_earnings": 0.72,
-                    "subscribers_for_last_30_days": null,
-                    "created_year": 2015.0,
-                    "created_month": "Oct",
-                    "created_date": 31.0,
-                    "Gross tertiary education enrollment (%)": 90.0,
-                    "Population": 44938712.0,
-                    "Unemployment rate": 9.79,
-                    "Urban_population": 41339571.0,
-                    "Latitude": -38.416097,
-                    "Longitude": -63.616672
-                }
-            }
-        ],
-        "target_column": "highest_monthly_earnings",
-        "task_sub_type": "regression",
-        "ranking_ground_truth": {
-            "top_k_ids": [
-                "002",
-                "007",
-                "008",
-                "023",
-                "047",
-                "055",
-                "062"
-            ]
-        },
-        "sort_direction": "high"
-    },
-    "response": "",
-    "evaluation_score": {}
-}
\ No newline at end of file
+    "sort_direction": "low"
+  },
+  "response": "",
+  "evaluation_score": {}
+}
diff --git a/ranking_and_filtering/daily/regression/Global_YouTube_Statistics_2023_B4/Global_YouTube_Statistics_2023_B4_004/info.json b/ranking_and_filtering/daily/regression/Global_YouTube_Statistics_2023_B4/Global_YouTube_Statistics_2023_B4_004/info.json
index 32b2e724985eb4b8c7e1935cfdd4e4510dbfb775..2a4d0bb2870f7f26e8f34e8121139aaccc4b4a47 100644
--- a/ranking_and_filtering/daily/regression/Global_YouTube_Statistics_2023_B4/Global_YouTube_Statistics_2023_B4_004/info.json
+++ b/ranking_and_filtering/daily/regression/Global_YouTube_Statistics_2023_B4/Global_YouTube_Statistics_2023_B4_004/info.json
@@ -1,288 +1,288 @@
-{
-    "name": "Global YouTube Statistics 2023",
-    "source": "https://www.kaggle.com/datasets/nelgiriyewithana/global-youtube-statistics-2023/data",
-    "data_intro": "A collection of YouTube giants, this dataset offers a perfect avenue to analyze and gain valuable insights from the luminaries of the platform. With comprehensive details on top creators' subscriber counts, video views, upload frequency, country of origin, earnings, and more, this treasure trove of information is a must-explore for aspiring content creators, data enthusiasts, and anyone intrigued by the ever-evolving online content landscape. Immerse yourself in the world of YouTube success and unlock a wealth of knowledge with this extraordinary dataset.",
-    "is_splited": false,
-    "overall_size": 995,
-    "train_size": 0,
-    "test_size": 0,
-    "c_classes": 7,
-    "n_classes": 21,
-    "cat_feature_intro": {
-        "Youtuber": "Name of the YouTube channel",
-        "category": "Category or niche of the channel",
-        "Title": "Title of the YouTube channel",
-        "Country": "Longitude coordinate of the country's location",
-        "Abbreviation": "Abbreviation of the country",
-        "channel_type": "Ranking of the channel based on its type (individual or brand)",
-        "created_month": "Month when the YouTube channel was created"
-    },
-    "num_feature_intro": {
-        "rank": "Ranking of the channel based on its type (individual or brand)",
-        "subscribers": "Number of new subscribers gained in the last 30 days",
-        "video views": "Total video views in the last 30 days",
-        "uploads": "Total number of videos uploaded on the channel",
-        "video_views_rank": "Ranking of the channel based on total video views",
-        "country_rank": "Ranking of the channel based on the number of subscribers within its country",
-        "channel_type_rank": "Ranking of the channel based on its type (individual or brand)",
-        "video_views_for_the_last_30_days": "Total video views in the last 30 days",
-        "lowest_monthly_earnings": "Lowest estimated monthly earnings from the channel",
-        "highest_monthly_earnings": "Highest estimated monthly earnings from the channel",
-        "lowest_yearly_earnings": "Lowest estimated yearly earnings from the channel",
-        "highest_yearly_earnings": "Highest estimated yearly earnings from the channel",
-        "subscribers_for_last_30_days": "Number of new subscribers gained in the last 30 days",
-        "created_year": "Year when the YouTube channel was created",
-        "created_date": "Exact date of the YouTube channel's creation",
-        "Gross tertiary education enrollment (%)": "Percentage of the population enrolled in tertiary education in the country",
-        "Population": "Percentage of the population living in urban areas",
-        "Unemployment rate": "Unemployment rate in the country",
-        "Urban_population": "Percentage of the population living in urban areas",
-        "Latitude": "Latitude coordinate of the country's location",
-        "Longitude": "Longitude coordinate of the country's location"
-    },
-    "evaluation_metric": null,
-    "task_type": "regression",
-    "target": "highest_monthly_earnings",
-    "num_feature_value": {
-        "Gross tertiary education enrollment (%)": [
-            7.6,
-            113.1
-        ],
-        "Latitude": [
-            -38.416097,
-            61.92411
-        ],
-        "Longitude": [
-            -172.104629,
-            138.252924
-        ],
-        "Population": [
-            202506.0,
-            1397715000.0
-        ],
-        "Unemployment rate": [
-            0.75,
-            14.72
-        ],
-        "Urban_population": [
-            35588.0,
-            842933962.0
-        ],
-        "channel_type_rank": [
-            1.0,
-            7741.0
-        ],
-        "country_rank": [
-            1.0,
-            7741.0
-        ],
-        "created_date": [
-            1.0,
-            31.0
-        ],
-        "created_year": [
-            1970.0,
-            2022.0
-        ],
-        "highest_monthly_earnings": [
-            0.0,
-            13600000.0
-        ],
-        "highest_yearly_earnings": [
-            0.0,
-            163400000.0
-        ],
-        "lowest_monthly_earnings": [
-            0.0,
-            850900.0
-        ],
-        "lowest_yearly_earnings": [
-            0.0,
-            10200000.0
-        ],
-        "rank": [
-            1.0,
-            995.0
-        ],
-        "subscribers": [
-            12300000.0,
-            245000000.0
-        ],
-        "subscribers_for_last_30_days": [
-            1.0,
-            8000000.0
-        ],
-        "uploads": [
-            0.0,
-            301308.0
-        ],
-        "video views": [
-            0.0,
-            228000000000.0
-        ],
-        "video_views_for_the_last_30_days": [
-            1.0,
-            6589000000.0
-        ],
-        "video_views_rank": [
-            1.0,
-            4057944.0
-        ]
-    },
-    "cat_feature_value": {
-        "Abbreviation": [
-            "AD",
-            "AE",
-            "AF",
-            "AR",
-            "AU",
-            "BB",
-            "BD",
-            "BR",
-            "CA",
-            "CH",
-            "CL",
-            "CN",
-            "CO",
-            "CU",
-            "DE",
-            "EC",
-            "EG",
-            "ES",
-            "FI",
-            "FR",
-            "GB",
-            "ID",
-            "IN",
-            "IQ",
-            "IT",
-            "JO",
-            "JP",
-            "KR",
-            "KW",
-            "LV",
-            "MA",
-            "MX",
-            "MY",
-            "NL",
-            "PE",
-            "PH",
-            "PK",
-            "RU",
-            "SA",
-            "SE",
-            "SG",
-            "SV",
-            "TH",
-            "TR",
-            "UA",
-            "US",
-            "VE",
-            "VN",
-            "WS"
-        ],
-        "Country": [
-            "Afghanistan",
-            "Andorra",
-            "Argentina",
-            "Australia",
-            "Bangladesh",
-            "Barbados",
-            "Brazil",
-            "Canada",
-            "Chile",
-            "China",
-            "Colombia",
-            "Cuba",
-            "Ecuador",
-            "Egypt",
-            "El Salvador",
-            "Finland",
-            "France",
-            "Germany",
-            "India",
-            "Indonesia",
-            "Iraq",
-            "Italy",
-            "Japan",
-            "Jordan",
-            "Kuwait",
-            "Latvia",
-            "Malaysia",
-            "Mexico",
-            "Morocco",
-            "Netherlands",
-            "Pakistan",
-            "Peru",
-            "Philippines",
-            "Russia",
-            "Samoa",
-            "Saudi Arabia",
-            "Singapore",
-            "South Korea",
-            "Spain",
-            "Sweden",
-            "Switzerland",
-            "Thailand",
-            "Turkey",
-            "Ukraine",
-            "United Arab Emirates",
-            "United Kingdom",
-            "United States",
-            "Venezuela",
-            "Vietnam"
-        ],
-        "Title": "string",
-        "Youtuber": "string",
-        "category": [
-            "Autos & Vehicles",
-            "Comedy",
-            "Education",
-            "Entertainment",
-            "Film & Animation",
-            "Gaming",
-            "Howto & Style",
-            "Movies",
-            "Music",
-            "News & Politics",
-            "Nonprofits & Activism",
-            "People & Blogs",
-            "Pets & Animals",
-            "Science & Technology",
-            "Shows",
-            "Sports",
-            "Trailers",
-            "Travel & Events"
-        ],
-        "channel_type": [
-            "Animals",
-            "Autos",
-            "Comedy",
-            "Education",
-            "Entertainment",
-            "Film",
-            "Games",
-            "Howto",
-            "Music",
-            "News",
-            "Nonprofit",
-            "People",
-            "Sports",
-            "Tech"
-        ],
-        "created_month": [
-            "Apr",
-            "Aug",
-            "Dec",
-            "Feb",
-            "Jan",
-            "Jul",
-            "Jun",
-            "Mar",
-            "May",
-            "Nov",
-            "Oct",
-            "Sep"
-        ]
-    }
-}
\ No newline at end of file
+{
+  "name": "Global YouTube Statistics 2023",
+  "source": "https://www.kaggle.com/datasets/nelgiriyewithana/global-youtube-statistics-2023/data",
+  "data_intro": "A collection of YouTube giants, this dataset offers a perfect avenue to analyze and gain valuable insights from the luminaries of the platform. With comprehensive details on top creators' subscriber counts, video views, upload frequency, country of origin, earnings, and more, this treasure trove of information is a must-explore for aspiring content creators, data enthusiasts, and anyone intrigued by the ever-evolving online content landscape. Immerse yourself in the world of YouTube success and unlock a wealth of knowledge with this extraordinary dataset.",
+  "is_splited": false,
+  "overall_size": 995,
+  "train_size": 0,
+  "test_size": 0,
+  "c_classes": 7,
+  "n_classes": 21,
+  "cat_feature_intro": {
+    "Youtuber": "Name of the YouTube channel",
+    "category": "Category or niche of the channel",
+    "Title": "Title of the YouTube channel",
+    "Country": "Country associated with the channel.",
+    "Abbreviation": "Abbreviation of the country",
+    "channel_type": "Type or category of the channel.",
+    "created_month": "Month when the YouTube channel was created"
+  },
+  "num_feature_intro": {
+    "rank": "Ranking of the channel based on its type (individual or brand)",
+    "subscribers": "Number of new subscribers gained in the last 30 days",
+    "video views": "Total video views in the last 30 days",
+    "uploads": "Total number of videos uploaded on the channel",
+    "video_views_rank": "Ranking of the channel based on total video views",
+    "country_rank": "Ranking of the channel based on the number of subscribers within its country",
+    "channel_type_rank": "Ranking of the channel based on its type (individual or brand)",
+    "video_views_for_the_last_30_days": "Total video views in the last 30 days",
+    "lowest_monthly_earnings": "Lowest estimated monthly earnings from the channel",
+    "highest_monthly_earnings": "Highest estimated monthly earnings from the channel",
+    "lowest_yearly_earnings": "Lowest estimated yearly earnings from the channel",
+    "highest_yearly_earnings": "Highest estimated yearly earnings from the channel",
+    "subscribers_for_last_30_days": "Number of new subscribers gained in the last 30 days",
+    "created_year": "Year when the YouTube channel was created",
+    "created_date": "Exact date of the YouTube channel's creation",
+    "Gross tertiary education enrollment (%)": "Percentage of the population enrolled in tertiary education in the country",
+    "Population": "Percentage of the population living in urban areas",
+    "Unemployment rate": "Unemployment rate in the country",
+    "Urban_population": "Percentage of the population living in urban areas",
+    "Latitude": "Latitude coordinate of the country's location",
+    "Longitude": "Longitude coordinate of the country's location"
+  },
+  "evaluation_metric": null,
+  "task_type": "regression",
+  "target": "highest_monthly_earnings",
+  "num_feature_value": {
+    "Gross tertiary education enrollment (%)": [
+      7.6,
+      113.1
+    ],
+    "Latitude": [
+      -38.416097,
+      61.92411
+    ],
+    "Longitude": [
+      -172.104629,
+      138.252924
+    ],
+    "Population": [
+      202506.0,
+      1397715000.0
+    ],
+    "Unemployment rate": [
+      0.75,
+      14.72
+    ],
+    "Urban_population": [
+      35588.0,
+      842933962.0
+    ],
+    "channel_type_rank": [
+      1.0,
+      7741.0
+    ],
+    "country_rank": [
+      1.0,
+      7741.0
+    ],
+    "created_date": [
+      1.0,
+      31.0
+    ],
+    "created_year": [
+      1970.0,
+      2022.0
+    ],
+    "highest_monthly_earnings": [
+      0.0,
+      13600000.0
+    ],
+    "highest_yearly_earnings": [
+      0.0,
+      163400000.0
+    ],
+    "lowest_monthly_earnings": [
+      0.0,
+      850900.0
+    ],
+    "lowest_yearly_earnings": [
+      0.0,
+      10200000.0
+    ],
+    "rank": [
+      1.0,
+      995.0
+    ],
+    "subscribers": [
+      12300000.0,
+      245000000.0
+    ],
+    "subscribers_for_last_30_days": [
+      1.0,
+      8000000.0
+    ],
+    "uploads": [
+      0.0,
+      301308.0
+    ],
+    "video views": [
+      0.0,
+      228000000000.0
+    ],
+    "video_views_for_the_last_30_days": [
+      1.0,
+      6589000000.0
+    ],
+    "video_views_rank": [
+      1.0,
+      4057944.0
+    ]
+  },
+  "cat_feature_value": {
+    "Abbreviation": [
+      "AD",
+      "AE",
+      "AF",
+      "AR",
+      "AU",
+      "BB",
+      "BD",
+      "BR",
+      "CA",
+      "CH",
+      "CL",
+      "CN",
+      "CO",
+      "CU",
+      "DE",
+      "EC",
+      "EG",
+      "ES",
+      "FI",
+      "FR",
+      "GB",
+      "ID",
+      "IN",
+      "IQ",
+      "IT",
+      "JO",
+      "JP",
+      "KR",
+      "KW",
+      "LV",
+      "MA",
+      "MX",
+      "MY",
+      "NL",
+      "PE",
+      "PH",
+      "PK",
+      "RU",
+      "SA",
+      "SE",
+      "SG",
+      "SV",
+      "TH",
+      "TR",
+      "UA",
+      "US",
+      "VE",
+      "VN",
+      "WS"
+    ],
+    "Country": [
+      "Afghanistan",
+      "Andorra",
+      "Argentina",
+      "Australia",
+      "Bangladesh",
+      "Barbados",
+      "Brazil",
+      "Canada",
+      "Chile",
+      "China",
+      "Colombia",
+      "Cuba",
+      "Ecuador",
+      "Egypt",
+      "El Salvador",
+      "Finland",
+      "France",
+      "Germany",
+      "India",
+      "Indonesia",
+      "Iraq",
+      "Italy",
+      "Japan",
+      "Jordan",
+      "Kuwait",
+      "Latvia",
+      "Malaysia",
+      "Mexico",
+      "Morocco",
+      "Netherlands",
+      "Pakistan",
+      "Peru",
+      "Philippines",
+      "Russia",
+      "Samoa",
+      "Saudi Arabia",
+      "Singapore",
+      "South Korea",
+      "Spain",
+      "Sweden",
+      "Switzerland",
+      "Thailand",
+      "Turkey",
+      "Ukraine",
+      "United Arab Emirates",
+      "United Kingdom",
+      "United States",
+      "Venezuela",
+      "Vietnam"
+    ],
+    "Title": "string",
+    "Youtuber": "string",
+    "category": [
+      "Autos & Vehicles",
+      "Comedy",
+      "Education",
+      "Entertainment",
+      "Film & Animation",
+      "Gaming",
+      "Howto & Style",
+      "Movies",
+      "Music",
+      "News & Politics",
+      "Nonprofits & Activism",
+      "People & Blogs",
+      "Pets & Animals",
+      "Science & Technology",
+      "Shows",
+      "Sports",
+      "Trailers",
+      "Travel & Events"
+    ],
+    "channel_type": [
+      "Animals",
+      "Autos",
+      "Comedy",
+      "Education",
+      "Entertainment",
+      "Film",
+      "Games",
+      "Howto",
+      "Music",
+      "News",
+      "Nonprofit",
+      "People",
+      "Sports",
+      "Tech"
+    ],
+    "created_month": [
+      "Apr",
+      "Aug",
+      "Dec",
+      "Feb",
+      "Jan",
+      "Jul",
+      "Jun",
+      "Mar",
+      "May",
+      "Nov",
+      "Oct",
+      "Sep"
+    ]
+  }
+}
diff --git a/ranking_and_filtering/daily/regression/Global_YouTube_Statistics_2023_B4/Global_YouTube_Statistics_2023_B4_005/info.json b/ranking_and_filtering/daily/regression/Global_YouTube_Statistics_2023_B4/Global_YouTube_Statistics_2023_B4_005/info.json
index 32b2e724985eb4b8c7e1935cfdd4e4510dbfb775..2a4d0bb2870f7f26e8f34e8121139aaccc4b4a47 100644
--- a/ranking_and_filtering/daily/regression/Global_YouTube_Statistics_2023_B4/Global_YouTube_Statistics_2023_B4_005/info.json
+++ b/ranking_and_filtering/daily/regression/Global_YouTube_Statistics_2023_B4/Global_YouTube_Statistics_2023_B4_005/info.json
@@ -1,288 +1,288 @@
-{
-    "name": "Global YouTube Statistics 2023",
-    "source": "https://www.kaggle.com/datasets/nelgiriyewithana/global-youtube-statistics-2023/data",
-    "data_intro": "A collection of YouTube giants, this dataset offers a perfect avenue to analyze and gain valuable insights from the luminaries of the platform. With comprehensive details on top creators' subscriber counts, video views, upload frequency, country of origin, earnings, and more, this treasure trove of information is a must-explore for aspiring content creators, data enthusiasts, and anyone intrigued by the ever-evolving online content landscape. Immerse yourself in the world of YouTube success and unlock a wealth of knowledge with this extraordinary dataset.",
-    "is_splited": false,
-    "overall_size": 995,
-    "train_size": 0,
-    "test_size": 0,
-    "c_classes": 7,
-    "n_classes": 21,
-    "cat_feature_intro": {
-        "Youtuber": "Name of the YouTube channel",
-        "category": "Category or niche of the channel",
-        "Title": "Title of the YouTube channel",
-        "Country": "Longitude coordinate of the country's location",
-        "Abbreviation": "Abbreviation of the country",
-        "channel_type": "Ranking of the channel based on its type (individual or brand)",
-        "created_month": "Month when the YouTube channel was created"
-    },
-    "num_feature_intro": {
-        "rank": "Ranking of the channel based on its type (individual or brand)",
-        "subscribers": "Number of new subscribers gained in the last 30 days",
-        "video views": "Total video views in the last 30 days",
-        "uploads": "Total number of videos uploaded on the channel",
-        "video_views_rank": "Ranking of the channel based on total video views",
-        "country_rank": "Ranking of the channel based on the number of subscribers within its country",
-        "channel_type_rank": "Ranking of the channel based on its type (individual or brand)",
-        "video_views_for_the_last_30_days": "Total video views in the last 30 days",
-        "lowest_monthly_earnings": "Lowest estimated monthly earnings from the channel",
-        "highest_monthly_earnings": "Highest estimated monthly earnings from the channel",
-        "lowest_yearly_earnings": "Lowest estimated yearly earnings from the channel",
-        "highest_yearly_earnings": "Highest estimated yearly earnings from the channel",
-        "subscribers_for_last_30_days": "Number of new subscribers gained in the last 30 days",
-        "created_year": "Year when the YouTube channel was created",
-        "created_date": "Exact date of the YouTube channel's creation",
-        "Gross tertiary education enrollment (%)": "Percentage of the population enrolled in tertiary education in the country",
-        "Population": "Percentage of the population living in urban areas",
-        "Unemployment rate": "Unemployment rate in the country",
-        "Urban_population": "Percentage of the population living in urban areas",
-        "Latitude": "Latitude coordinate of the country's location",
-        "Longitude": "Longitude coordinate of the country's location"
-    },
-    "evaluation_metric": null,
-    "task_type": "regression",
-    "target": "highest_monthly_earnings",
-    "num_feature_value": {
-        "Gross tertiary education enrollment (%)": [
-            7.6,
-            113.1
-        ],
-        "Latitude": [
-            -38.416097,
-            61.92411
-        ],
-        "Longitude": [
-            -172.104629,
-            138.252924
-        ],
-        "Population": [
-            202506.0,
-            1397715000.0
-        ],
-        "Unemployment rate": [
-            0.75,
-            14.72
-        ],
-        "Urban_population": [
-            35588.0,
-            842933962.0
-        ],
-        "channel_type_rank": [
-            1.0,
-            7741.0
-        ],
-        "country_rank": [
-            1.0,
-            7741.0
-        ],
-        "created_date": [
-            1.0,
-            31.0
-        ],
-        "created_year": [
-            1970.0,
-            2022.0
-        ],
-        "highest_monthly_earnings": [
-            0.0,
-            13600000.0
-        ],
-        "highest_yearly_earnings": [
-            0.0,
-            163400000.0
-        ],
-        "lowest_monthly_earnings": [
-            0.0,
-            850900.0
-        ],
-        "lowest_yearly_earnings": [
-            0.0,
-            10200000.0
-        ],
-        "rank": [
-            1.0,
-            995.0
-        ],
-        "subscribers": [
-            12300000.0,
-            245000000.0
-        ],
-        "subscribers_for_last_30_days": [
-            1.0,
-            8000000.0
-        ],
-        "uploads": [
-            0.0,
-            301308.0
-        ],
-        "video views": [
-            0.0,
-            228000000000.0
-        ],
-        "video_views_for_the_last_30_days": [
-            1.0,
-            6589000000.0
-        ],
-        "video_views_rank": [
-            1.0,
-            4057944.0
-        ]
-    },
-    "cat_feature_value": {
-        "Abbreviation": [
-            "AD",
-            "AE",
-            "AF",
-            "AR",
-            "AU",
-            "BB",
-            "BD",
-            "BR",
-            "CA",
-            "CH",
-            "CL",
-            "CN",
-            "CO",
-            "CU",
-            "DE",
-            "EC",
-            "EG",
-            "ES",
-            "FI",
-            "FR",
-            "GB",
-            "ID",
-            "IN",
-            "IQ",
-            "IT",
-            "JO",
-            "JP",
-            "KR",
-            "KW",
-            "LV",
-            "MA",
-            "MX",
-            "MY",
-            "NL",
-            "PE",
-            "PH",
-            "PK",
-            "RU",
-            "SA",
-            "SE",
-            "SG",
-            "SV",
-            "TH",
-            "TR",
-            "UA",
-            "US",
-            "VE",
-            "VN",
-            "WS"
-        ],
-        "Country": [
-            "Afghanistan",
-            "Andorra",
-            "Argentina",
-            "Australia",
-            "Bangladesh",
-            "Barbados",
-            "Brazil",
-            "Canada",
-            "Chile",
-            "China",
-            "Colombia",
-            "Cuba",
-            "Ecuador",
-            "Egypt",
-            "El Salvador",
-            "Finland",
-            "France",
-            "Germany",
-            "India",
-            "Indonesia",
-            "Iraq",
-            "Italy",
-            "Japan",
-            "Jordan",
-            "Kuwait",
-            "Latvia",
-            "Malaysia",
-            "Mexico",
-            "Morocco",
-            "Netherlands",
-            "Pakistan",
-            "Peru",
-            "Philippines",
-            "Russia",
-            "Samoa",
-            "Saudi Arabia",
-            "Singapore",
-            "South Korea",
-            "Spain",
-            "Sweden",
-            "Switzerland",
-            "Thailand",
-            "Turkey",
-            "Ukraine",
-            "United Arab Emirates",
-            "United Kingdom",
-            "United States",
-            "Venezuela",
-            "Vietnam"
-        ],
-        "Title": "string",
-        "Youtuber": "string",
-        "category": [
-            "Autos & Vehicles",
-            "Comedy",
-            "Education",
-            "Entertainment",
-            "Film & Animation",
-            "Gaming",
-            "Howto & Style",
-            "Movies",
-            "Music",
-            "News & Politics",
-            "Nonprofits & Activism",
-            "People & Blogs",
-            "Pets & Animals",
-            "Science & Technology",
-            "Shows",
-            "Sports",
-            "Trailers",
-            "Travel & Events"
-        ],
-        "channel_type": [
-            "Animals",
-            "Autos",
-            "Comedy",
-            "Education",
-            "Entertainment",
-            "Film",
-            "Games",
-            "Howto",
-            "Music",
-            "News",
-            "Nonprofit",
-            "People",
-            "Sports",
-            "Tech"
-        ],
-        "created_month": [
-            "Apr",
-            "Aug",
-            "Dec",
-            "Feb",
-            "Jan",
-            "Jul",
-            "Jun",
-            "Mar",
-            "May",
-            "Nov",
-            "Oct",
-            "Sep"
-        ]
-    }
-}
\ No newline at end of file
+{
+  "name": "Global YouTube Statistics 2023",
+  "source": "https://www.kaggle.com/datasets/nelgiriyewithana/global-youtube-statistics-2023/data",
+  "data_intro": "A collection of YouTube giants, this dataset offers a perfect avenue to analyze and gain valuable insights from the luminaries of the platform. With comprehensive details on top creators' subscriber counts, video views, upload frequency, country of origin, earnings, and more, this treasure trove of information is a must-explore for aspiring content creators, data enthusiasts, and anyone intrigued by the ever-evolving online content landscape. Immerse yourself in the world of YouTube success and unlock a wealth of knowledge with this extraordinary dataset.",
+  "is_splited": false,
+  "overall_size": 995,
+  "train_size": 0,
+  "test_size": 0,
+  "c_classes": 7,
+  "n_classes": 21,
+  "cat_feature_intro": {
+    "Youtuber": "Name of the YouTube channel",
+    "category": "Category or niche of the channel",
+    "Title": "Title of the YouTube channel",
+    "Country": "Country associated with the channel.",
+    "Abbreviation": "Abbreviation of the country",
+    "channel_type": "Type or category of the channel.",
+    "created_month": "Month when the YouTube channel was created"
+  },
+  "num_feature_intro": {
+    "rank": "Ranking of the channel based on its type (individual or brand)",
+    "subscribers": "Number of new subscribers gained in the last 30 days",
+    "video views": "Total video views in the last 30 days",
+    "uploads": "Total number of videos uploaded on the channel",
+    "video_views_rank": "Ranking of the channel based on total video views",
+    "country_rank": "Ranking of the channel based on the number of subscribers within its country",
+    "channel_type_rank": "Ranking of the channel based on its type (individual or brand)",
+    "video_views_for_the_last_30_days": "Total video views in the last 30 days",
+    "lowest_monthly_earnings": "Lowest estimated monthly earnings from the channel",
+    "highest_monthly_earnings": "Highest estimated monthly earnings from the channel",
+    "lowest_yearly_earnings": "Lowest estimated yearly earnings from the channel",
+    "highest_yearly_earnings": "Highest estimated yearly earnings from the channel",
+    "subscribers_for_last_30_days": "Number of new subscribers gained in the last 30 days",
+    "created_year": "Year when the YouTube channel was created",
+    "created_date": "Exact date of the YouTube channel's creation",
+    "Gross tertiary education enrollment (%)": "Percentage of the population enrolled in tertiary education in the country",
+    "Population": "Percentage of the population living in urban areas",
+    "Unemployment rate": "Unemployment rate in the country",
+    "Urban_population": "Percentage of the population living in urban areas",
+    "Latitude": "Latitude coordinate of the country's location",
+    "Longitude": "Longitude coordinate of the country's location"
+  },
+  "evaluation_metric": null,
+  "task_type": "regression",
+  "target": "highest_monthly_earnings",
+  "num_feature_value": {
+    "Gross tertiary education enrollment (%)": [
+      7.6,
+      113.1
+    ],
+    "Latitude": [
+      -38.416097,
+      61.92411
+    ],
+    "Longitude": [
+      -172.104629,
+      138.252924
+    ],
+    "Population": [
+      202506.0,
+      1397715000.0
+    ],
+    "Unemployment rate": [
+      0.75,
+      14.72
+    ],
+    "Urban_population": [
+      35588.0,
+      842933962.0
+    ],
+    "channel_type_rank": [
+      1.0,
+      7741.0
+    ],
+    "country_rank": [
+      1.0,
+      7741.0
+    ],
+    "created_date": [
+      1.0,
+      31.0
+    ],
+    "created_year": [
+      1970.0,
+      2022.0
+    ],
+    "highest_monthly_earnings": [
+      0.0,
+      13600000.0
+    ],
+    "highest_yearly_earnings": [
+      0.0,
+      163400000.0
+    ],
+    "lowest_monthly_earnings": [
+      0.0,
+      850900.0
+    ],
+    "lowest_yearly_earnings": [
+      0.0,
+      10200000.0
+    ],
+    "rank": [
+      1.0,
+      995.0
+    ],
+    "subscribers": [
+      12300000.0,
+      245000000.0
+    ],
+    "subscribers_for_last_30_days": [
+      1.0,
+      8000000.0
+    ],
+    "uploads": [
+      0.0,
+      301308.0
+    ],
+    "video views": [
+      0.0,
+      228000000000.0
+    ],
+    "video_views_for_the_last_30_days": [
+      1.0,
+      6589000000.0
+    ],
+    "video_views_rank": [
+      1.0,
+      4057944.0
+    ]
+  },
+  "cat_feature_value": {
+    "Abbreviation": [
+      "AD",
+      "AE",
+      "AF",
+      "AR",
+      "AU",
+      "BB",
+      "BD",
+      "BR",
+      "CA",
+      "CH",
+      "CL",
+      "CN",
+      "CO",
+      "CU",
+      "DE",
+      "EC",
+      "EG",
+      "ES",
+      "FI",
+      "FR",
+      "GB",
+      "ID",
+      "IN",
+      "IQ",
+      "IT",
+      "JO",
+      "JP",
+      "KR",
+      "KW",
+      "LV",
+      "MA",
+      "MX",
+      "MY",
+      "NL",
+      "PE",
+      "PH",
+      "PK",
+      "RU",
+      "SA",
+      "SE",
+      "SG",
+      "SV",
+      "TH",
+      "TR",
+      "UA",
+      "US",
+      "VE",
+      "VN",
+      "WS"
+    ],
+    "Country": [
+      "Afghanistan",
+      "Andorra",
+      "Argentina",
+      "Australia",
+      "Bangladesh",
+      "Barbados",
+      "Brazil",
+      "Canada",
+      "Chile",
+      "China",
+      "Colombia",
+      "Cuba",
+      "Ecuador",
+      "Egypt",
+      "El Salvador",
+      "Finland",
+      "France",
+      "Germany",
+      "India",
+      "Indonesia",
+      "Iraq",
+      "Italy",
+      "Japan",
+      "Jordan",
+      "Kuwait",
+      "Latvia",
+      "Malaysia",
+      "Mexico",
+      "Morocco",
+      "Netherlands",
+      "Pakistan",
+      "Peru",
+      "Philippines",
+      "Russia",
+      "Samoa",
+      "Saudi Arabia",
+      "Singapore",
+      "South Korea",
+      "Spain",
+      "Sweden",
+      "Switzerland",
+      "Thailand",
+      "Turkey",
+      "Ukraine",
+      "United Arab Emirates",
+      "United Kingdom",
+      "United States",
+      "Venezuela",
+      "Vietnam"
+    ],
+    "Title": "string",
+    "Youtuber": "string",
+    "category": [
+      "Autos & Vehicles",
+      "Comedy",
+      "Education",
+      "Entertainment",
+      "Film & Animation",
+      "Gaming",
+      "Howto & Style",
+      "Movies",
+      "Music",
+      "News & Politics",
+      "Nonprofits & Activism",
+      "People & Blogs",
+      "Pets & Animals",
+      "Science & Technology",
+      "Shows",
+      "Sports",
+      "Trailers",
+      "Travel & Events"
+    ],
+    "channel_type": [
+      "Animals",
+      "Autos",
+      "Comedy",
+      "Education",
+      "Entertainment",
+      "Film",
+      "Games",
+      "Howto",
+      "Music",
+      "News",
+      "Nonprofit",
+      "People",
+      "Sports",
+      "Tech"
+    ],
+    "created_month": [
+      "Apr",
+      "Aug",
+      "Dec",
+      "Feb",
+      "Jan",
+      "Jul",
+      "Jun",
+      "Mar",
+      "May",
+      "Nov",
+      "Oct",
+      "Sep"
+    ]
+  }
+}
diff --git a/ranking_and_filtering/daily/regression/Global_YouTube_Statistics_2023_B4/Global_YouTube_Statistics_2023_B4_006/info.json b/ranking_and_filtering/daily/regression/Global_YouTube_Statistics_2023_B4/Global_YouTube_Statistics_2023_B4_006/info.json
index 32b2e724985eb4b8c7e1935cfdd4e4510dbfb775..2a4d0bb2870f7f26e8f34e8121139aaccc4b4a47 100644
--- a/ranking_and_filtering/daily/regression/Global_YouTube_Statistics_2023_B4/Global_YouTube_Statistics_2023_B4_006/info.json
+++ b/ranking_and_filtering/daily/regression/Global_YouTube_Statistics_2023_B4/Global_YouTube_Statistics_2023_B4_006/info.json
@@ -1,288 +1,288 @@
-{
-    "name": "Global YouTube Statistics 2023",
-    "source": "https://www.kaggle.com/datasets/nelgiriyewithana/global-youtube-statistics-2023/data",
-    "data_intro": "A collection of YouTube giants, this dataset offers a perfect avenue to analyze and gain valuable insights from the luminaries of the platform. With comprehensive details on top creators' subscriber counts, video views, upload frequency, country of origin, earnings, and more, this treasure trove of information is a must-explore for aspiring content creators, data enthusiasts, and anyone intrigued by the ever-evolving online content landscape. Immerse yourself in the world of YouTube success and unlock a wealth of knowledge with this extraordinary dataset.",
-    "is_splited": false,
-    "overall_size": 995,
-    "train_size": 0,
-    "test_size": 0,
-    "c_classes": 7,
-    "n_classes": 21,
-    "cat_feature_intro": {
-        "Youtuber": "Name of the YouTube channel",
-        "category": "Category or niche of the channel",
-        "Title": "Title of the YouTube channel",
-        "Country": "Longitude coordinate of the country's location",
-        "Abbreviation": "Abbreviation of the country",
-        "channel_type": "Ranking of the channel based on its type (individual or brand)",
-        "created_month": "Month when the YouTube channel was created"
-    },
-    "num_feature_intro": {
-        "rank": "Ranking of the channel based on its type (individual or brand)",
-        "subscribers": "Number of new subscribers gained in the last 30 days",
-        "video views": "Total video views in the last 30 days",
-        "uploads": "Total number of videos uploaded on the channel",
-        "video_views_rank": "Ranking of the channel based on total video views",
-        "country_rank": "Ranking of the channel based on the number of subscribers within its country",
-        "channel_type_rank": "Ranking of the channel based on its type (individual or brand)",
-        "video_views_for_the_last_30_days": "Total video views in the last 30 days",
-        "lowest_monthly_earnings": "Lowest estimated monthly earnings from the channel",
-        "highest_monthly_earnings": "Highest estimated monthly earnings from the channel",
-        "lowest_yearly_earnings": "Lowest estimated yearly earnings from the channel",
-        "highest_yearly_earnings": "Highest estimated yearly earnings from the channel",
-        "subscribers_for_last_30_days": "Number of new subscribers gained in the last 30 days",
-        "created_year": "Year when the YouTube channel was created",
-        "created_date": "Exact date of the YouTube channel's creation",
-        "Gross tertiary education enrollment (%)": "Percentage of the population enrolled in tertiary education in the country",
-        "Population": "Percentage of the population living in urban areas",
-        "Unemployment rate": "Unemployment rate in the country",
-        "Urban_population": "Percentage of the population living in urban areas",
-        "Latitude": "Latitude coordinate of the country's location",
-        "Longitude": "Longitude coordinate of the country's location"
-    },
-    "evaluation_metric": null,
-    "task_type": "regression",
-    "target": "highest_monthly_earnings",
-    "num_feature_value": {
-        "Gross tertiary education enrollment (%)": [
-            7.6,
-            113.1
-        ],
-        "Latitude": [
-            -38.416097,
-            61.92411
-        ],
-        "Longitude": [
-            -172.104629,
-            138.252924
-        ],
-        "Population": [
-            202506.0,
-            1397715000.0
-        ],
-        "Unemployment rate": [
-            0.75,
-            14.72
-        ],
-        "Urban_population": [
-            35588.0,
-            842933962.0
-        ],
-        "channel_type_rank": [
-            1.0,
-            7741.0
-        ],
-        "country_rank": [
-            1.0,
-            7741.0
-        ],
-        "created_date": [
-            1.0,
-            31.0
-        ],
-        "created_year": [
-            1970.0,
-            2022.0
-        ],
-        "highest_monthly_earnings": [
-            0.0,
-            13600000.0
-        ],
-        "highest_yearly_earnings": [
-            0.0,
-            163400000.0
-        ],
-        "lowest_monthly_earnings": [
-            0.0,
-            850900.0
-        ],
-        "lowest_yearly_earnings": [
-            0.0,
-            10200000.0
-        ],
-        "rank": [
-            1.0,
-            995.0
-        ],
-        "subscribers": [
-            12300000.0,
-            245000000.0
-        ],
-        "subscribers_for_last_30_days": [
-            1.0,
-            8000000.0
-        ],
-        "uploads": [
-            0.0,
-            301308.0
-        ],
-        "video views": [
-            0.0,
-            228000000000.0
-        ],
-        "video_views_for_the_last_30_days": [
-            1.0,
-            6589000000.0
-        ],
-        "video_views_rank": [
-            1.0,
-            4057944.0
-        ]
-    },
-    "cat_feature_value": {
-        "Abbreviation": [
-            "AD",
-            "AE",
-            "AF",
-            "AR",
-            "AU",
-            "BB",
-            "BD",
-            "BR",
-            "CA",
-            "CH",
-            "CL",
-            "CN",
-            "CO",
-            "CU",
-            "DE",
-            "EC",
-            "EG",
-            "ES",
-            "FI",
-            "FR",
-            "GB",
-            "ID",
-            "IN",
-            "IQ",
-            "IT",
-            "JO",
-            "JP",
-            "KR",
-            "KW",
-            "LV",
-            "MA",
-            "MX",
-            "MY",
-            "NL",
-            "PE",
-            "PH",
-            "PK",
-            "RU",
-            "SA",
-            "SE",
-            "SG",
-            "SV",
-            "TH",
-            "TR",
-            "UA",
-            "US",
-            "VE",
-            "VN",
-            "WS"
-        ],
-        "Country": [
-            "Afghanistan",
-            "Andorra",
-            "Argentina",
-            "Australia",
-            "Bangladesh",
-            "Barbados",
-            "Brazil",
-            "Canada",
-            "Chile",
-            "China",
-            "Colombia",
-            "Cuba",
-            "Ecuador",
-            "Egypt",
-            "El Salvador",
-            "Finland",
-            "France",
-            "Germany",
-            "India",
-            "Indonesia",
-            "Iraq",
-            "Italy",
-            "Japan",
-            "Jordan",
-            "Kuwait",
-            "Latvia",
-            "Malaysia",
-            "Mexico",
-            "Morocco",
-            "Netherlands",
-            "Pakistan",
-            "Peru",
-            "Philippines",
-            "Russia",
-            "Samoa",
-            "Saudi Arabia",
-            "Singapore",
-            "South Korea",
-            "Spain",
-            "Sweden",
-            "Switzerland",
-            "Thailand",
-            "Turkey",
-            "Ukraine",
-            "United Arab Emirates",
-            "United Kingdom",
-            "United States",
-            "Venezuela",
-            "Vietnam"
-        ],
-        "Title": "string",
-        "Youtuber": "string",
-        "category": [
-            "Autos & Vehicles",
-            "Comedy",
-            "Education",
-            "Entertainment",
-            "Film & Animation",
-            "Gaming",
-            "Howto & Style",
-            "Movies",
-            "Music",
-            "News & Politics",
-            "Nonprofits & Activism",
-            "People & Blogs",
-            "Pets & Animals",
-            "Science & Technology",
-            "Shows",
-            "Sports",
-            "Trailers",
-            "Travel & Events"
-        ],
-        "channel_type": [
-            "Animals",
-            "Autos",
-            "Comedy",
-            "Education",
-            "Entertainment",
-            "Film",
-            "Games",
-            "Howto",
-            "Music",
-            "News",
-            "Nonprofit",
-            "People",
-            "Sports",
-            "Tech"
-        ],
-        "created_month": [
-            "Apr",
-            "Aug",
-            "Dec",
-            "Feb",
-            "Jan",
-            "Jul",
-            "Jun",
-            "Mar",
-            "May",
-            "Nov",
-            "Oct",
-            "Sep"
-        ]
-    }
-}
\ No newline at end of file
+{
+  "name": "Global YouTube Statistics 2023",
+  "source": "https://www.kaggle.com/datasets/nelgiriyewithana/global-youtube-statistics-2023/data",
+  "data_intro": "A collection of YouTube giants, this dataset offers a perfect avenue to analyze and gain valuable insights from the luminaries of the platform. With comprehensive details on top creators' subscriber counts, video views, upload frequency, country of origin, earnings, and more, this treasure trove of information is a must-explore for aspiring content creators, data enthusiasts, and anyone intrigued by the ever-evolving online content landscape. Immerse yourself in the world of YouTube success and unlock a wealth of knowledge with this extraordinary dataset.",
+  "is_splited": false,
+  "overall_size": 995,
+  "train_size": 0,
+  "test_size": 0,
+  "c_classes": 7,
+  "n_classes": 21,
+  "cat_feature_intro": {
+    "Youtuber": "Name of the YouTube channel",
+    "category": "Category or niche of the channel",
+    "Title": "Title of the YouTube channel",
+    "Country": "Country associated with the channel.",
+    "Abbreviation": "Abbreviation of the country",
+    "channel_type": "Type or category of the channel.",
+    "created_month": "Month when the YouTube channel was created"
+  },
+  "num_feature_intro": {
+    "rank": "Ranking of the channel based on its type (individual or brand)",
+    "subscribers": "Number of new subscribers gained in the last 30 days",
+    "video views": "Total video views in the last 30 days",
+    "uploads": "Total number of videos uploaded on the channel",
+    "video_views_rank": "Ranking of the channel based on total video views",
+    "country_rank": "Ranking of the channel based on the number of subscribers within its country",
+    "channel_type_rank": "Ranking of the channel based on its type (individual or brand)",
+    "video_views_for_the_last_30_days": "Total video views in the last 30 days",
+    "lowest_monthly_earnings": "Lowest estimated monthly earnings from the channel",
+    "highest_monthly_earnings": "Highest estimated monthly earnings from the channel",
+    "lowest_yearly_earnings": "Lowest estimated yearly earnings from the channel",
+    "highest_yearly_earnings": "Highest estimated yearly earnings from the channel",
+    "subscribers_for_last_30_days": "Number of new subscribers gained in the last 30 days",
+    "created_year": "Year when the YouTube channel was created",
+    "created_date": "Exact date of the YouTube channel's creation",
+    "Gross tertiary education enrollment (%)": "Percentage of the population enrolled in tertiary education in the country",
+    "Population": "Percentage of the population living in urban areas",
+    "Unemployment rate": "Unemployment rate in the country",
+    "Urban_population": "Percentage of the population living in urban areas",
+    "Latitude": "Latitude coordinate of the country's location",
+    "Longitude": "Longitude coordinate of the country's location"
+  },
+  "evaluation_metric": null,
+  "task_type": "regression",
+  "target": "highest_monthly_earnings",
+  "num_feature_value": {
+    "Gross tertiary education enrollment (%)": [
+      7.6,
+      113.1
+    ],
+    "Latitude": [
+      -38.416097,
+      61.92411
+    ],
+    "Longitude": [
+      -172.104629,
+      138.252924
+    ],
+    "Population": [
+      202506.0,
+      1397715000.0
+    ],
+    "Unemployment rate": [
+      0.75,
+      14.72
+    ],
+    "Urban_population": [
+      35588.0,
+      842933962.0
+    ],
+    "channel_type_rank": [
+      1.0,
+      7741.0
+    ],
+    "country_rank": [
+      1.0,
+      7741.0
+    ],
+    "created_date": [
+      1.0,
+      31.0
+    ],
+    "created_year": [
+      1970.0,
+      2022.0
+    ],
+    "highest_monthly_earnings": [
+      0.0,
+      13600000.0
+    ],
+    "highest_yearly_earnings": [
+      0.0,
+      163400000.0
+    ],
+    "lowest_monthly_earnings": [
+      0.0,
+      850900.0
+    ],
+    "lowest_yearly_earnings": [
+      0.0,
+      10200000.0
+    ],
+    "rank": [
+      1.0,
+      995.0
+    ],
+    "subscribers": [
+      12300000.0,
+      245000000.0
+    ],
+    "subscribers_for_last_30_days": [
+      1.0,
+      8000000.0
+    ],
+    "uploads": [
+      0.0,
+      301308.0
+    ],
+    "video views": [
+      0.0,
+      228000000000.0
+    ],
+    "video_views_for_the_last_30_days": [
+      1.0,
+      6589000000.0
+    ],
+    "video_views_rank": [
+      1.0,
+      4057944.0
+    ]
+  },
+  "cat_feature_value": {
+    "Abbreviation": [
+      "AD",
+      "AE",
+      "AF",
+      "AR",
+      "AU",
+      "BB",
+      "BD",
+      "BR",
+      "CA",
+      "CH",
+      "CL",
+      "CN",
+      "CO",
+      "CU",
+      "DE",
+      "EC",
+      "EG",
+      "ES",
+      "FI",
+      "FR",
+      "GB",
+      "ID",
+      "IN",
+      "IQ",
+      "IT",
+      "JO",
+      "JP",
+      "KR",
+      "KW",
+      "LV",
+      "MA",
+      "MX",
+      "MY",
+      "NL",
+      "PE",
+      "PH",
+      "PK",
+      "RU",
+      "SA",
+      "SE",
+      "SG",
+      "SV",
+      "TH",
+      "TR",
+      "UA",
+      "US",
+      "VE",
+      "VN",
+      "WS"
+    ],
+    "Country": [
+      "Afghanistan",
+      "Andorra",
+      "Argentina",
+      "Australia",
+      "Bangladesh",
+      "Barbados",
+      "Brazil",
+      "Canada",
+      "Chile",
+      "China",
+      "Colombia",
+      "Cuba",
+      "Ecuador",
+      "Egypt",
+      "El Salvador",
+      "Finland",
+      "France",
+      "Germany",
+      "India",
+      "Indonesia",
+      "Iraq",
+      "Italy",
+      "Japan",
+      "Jordan",
+      "Kuwait",
+      "Latvia",
+      "Malaysia",
+      "Mexico",
+      "Morocco",
+      "Netherlands",
+      "Pakistan",
+      "Peru",
+      "Philippines",
+      "Russia",
+      "Samoa",
+      "Saudi Arabia",
+      "Singapore",
+      "South Korea",
+      "Spain",
+      "Sweden",
+      "Switzerland",
+      "Thailand",
+      "Turkey",
+      "Ukraine",
+      "United Arab Emirates",
+      "United Kingdom",
+      "United States",
+      "Venezuela",
+      "Vietnam"
+    ],
+    "Title": "string",
+    "Youtuber": "string",
+    "category": [
+      "Autos & Vehicles",
+      "Comedy",
+      "Education",
+      "Entertainment",
+      "Film & Animation",
+      "Gaming",
+      "Howto & Style",
+      "Movies",
+      "Music",
+      "News & Politics",
+      "Nonprofits & Activism",
+      "People & Blogs",
+      "Pets & Animals",
+      "Science & Technology",
+      "Shows",
+      "Sports",
+      "Trailers",
+      "Travel & Events"
+    ],
+    "channel_type": [
+      "Animals",
+      "Autos",
+      "Comedy",
+      "Education",
+      "Entertainment",
+      "Film",
+      "Games",
+      "Howto",
+      "Music",
+      "News",
+      "Nonprofit",
+      "People",
+      "Sports",
+      "Tech"
+    ],
+    "created_month": [
+      "Apr",
+      "Aug",
+      "Dec",
+      "Feb",
+      "Jan",
+      "Jul",
+      "Jun",
+      "Mar",
+      "May",
+      "Nov",
+      "Oct",
+      "Sep"
+    ]
+  }
+}
diff --git a/ranking_and_filtering/daily/regression/Global_YouTube_Statistics_2023_B4/Global_YouTube_Statistics_2023_B4_007/info.json b/ranking_and_filtering/daily/regression/Global_YouTube_Statistics_2023_B4/Global_YouTube_Statistics_2023_B4_007/info.json
index 32b2e724985eb4b8c7e1935cfdd4e4510dbfb775..2a4d0bb2870f7f26e8f34e8121139aaccc4b4a47 100644
--- a/ranking_and_filtering/daily/regression/Global_YouTube_Statistics_2023_B4/Global_YouTube_Statistics_2023_B4_007/info.json
+++ b/ranking_and_filtering/daily/regression/Global_YouTube_Statistics_2023_B4/Global_YouTube_Statistics_2023_B4_007/info.json
@@ -1,288 +1,288 @@
-{
-    "name": "Global YouTube Statistics 2023",
-    "source": "https://www.kaggle.com/datasets/nelgiriyewithana/global-youtube-statistics-2023/data",
-    "data_intro": "A collection of YouTube giants, this dataset offers a perfect avenue to analyze and gain valuable insights from the luminaries of the platform. With comprehensive details on top creators' subscriber counts, video views, upload frequency, country of origin, earnings, and more, this treasure trove of information is a must-explore for aspiring content creators, data enthusiasts, and anyone intrigued by the ever-evolving online content landscape. Immerse yourself in the world of YouTube success and unlock a wealth of knowledge with this extraordinary dataset.",
-    "is_splited": false,
-    "overall_size": 995,
-    "train_size": 0,
-    "test_size": 0,
-    "c_classes": 7,
-    "n_classes": 21,
-    "cat_feature_intro": {
-        "Youtuber": "Name of the YouTube channel",
-        "category": "Category or niche of the channel",
-        "Title": "Title of the YouTube channel",
-        "Country": "Longitude coordinate of the country's location",
-        "Abbreviation": "Abbreviation of the country",
-        "channel_type": "Ranking of the channel based on its type (individual or brand)",
-        "created_month": "Month when the YouTube channel was created"
-    },
-    "num_feature_intro": {
-        "rank": "Ranking of the channel based on its type (individual or brand)",
-        "subscribers": "Number of new subscribers gained in the last 30 days",
-        "video views": "Total video views in the last 30 days",
-        "uploads": "Total number of videos uploaded on the channel",
-        "video_views_rank": "Ranking of the channel based on total video views",
-        "country_rank": "Ranking of the channel based on the number of subscribers within its country",
-        "channel_type_rank": "Ranking of the channel based on its type (individual or brand)",
-        "video_views_for_the_last_30_days": "Total video views in the last 30 days",
-        "lowest_monthly_earnings": "Lowest estimated monthly earnings from the channel",
-        "highest_monthly_earnings": "Highest estimated monthly earnings from the channel",
-        "lowest_yearly_earnings": "Lowest estimated yearly earnings from the channel",
-        "highest_yearly_earnings": "Highest estimated yearly earnings from the channel",
-        "subscribers_for_last_30_days": "Number of new subscribers gained in the last 30 days",
-        "created_year": "Year when the YouTube channel was created",
-        "created_date": "Exact date of the YouTube channel's creation",
-        "Gross tertiary education enrollment (%)": "Percentage of the population enrolled in tertiary education in the country",
-        "Population": "Percentage of the population living in urban areas",
-        "Unemployment rate": "Unemployment rate in the country",
-        "Urban_population": "Percentage of the population living in urban areas",
-        "Latitude": "Latitude coordinate of the country's location",
-        "Longitude": "Longitude coordinate of the country's location"
-    },
-    "evaluation_metric": null,
-    "task_type": "regression",
-    "target": "highest_monthly_earnings",
-    "num_feature_value": {
-        "Gross tertiary education enrollment (%)": [
-            7.6,
-            113.1
-        ],
-        "Latitude": [
-            -38.416097,
-            61.92411
-        ],
-        "Longitude": [
-            -172.104629,
-            138.252924
-        ],
-        "Population": [
-            202506.0,
-            1397715000.0
-        ],
-        "Unemployment rate": [
-            0.75,
-            14.72
-        ],
-        "Urban_population": [
-            35588.0,
-            842933962.0
-        ],
-        "channel_type_rank": [
-            1.0,
-            7741.0
-        ],
-        "country_rank": [
-            1.0,
-            7741.0
-        ],
-        "created_date": [
-            1.0,
-            31.0
-        ],
-        "created_year": [
-            1970.0,
-            2022.0
-        ],
-        "highest_monthly_earnings": [
-            0.0,
-            13600000.0
-        ],
-        "highest_yearly_earnings": [
-            0.0,
-            163400000.0
-        ],
-        "lowest_monthly_earnings": [
-            0.0,
-            850900.0
-        ],
-        "lowest_yearly_earnings": [
-            0.0,
-            10200000.0
-        ],
-        "rank": [
-            1.0,
-            995.0
-        ],
-        "subscribers": [
-            12300000.0,
-            245000000.0
-        ],
-        "subscribers_for_last_30_days": [
-            1.0,
-            8000000.0
-        ],
-        "uploads": [
-            0.0,
-            301308.0
-        ],
-        "video views": [
-            0.0,
-            228000000000.0
-        ],
-        "video_views_for_the_last_30_days": [
-            1.0,
-            6589000000.0
-        ],
-        "video_views_rank": [
-            1.0,
-            4057944.0
-        ]
-    },
-    "cat_feature_value": {
-        "Abbreviation": [
-            "AD",
-            "AE",
-            "AF",
-            "AR",
-            "AU",
-            "BB",
-            "BD",
-            "BR",
-            "CA",
-            "CH",
-            "CL",
-            "CN",
-            "CO",
-            "CU",
-            "DE",
-            "EC",
-            "EG",
-            "ES",
-            "FI",
-            "FR",
-            "GB",
-            "ID",
-            "IN",
-            "IQ",
-            "IT",
-            "JO",
-            "JP",
-            "KR",
-            "KW",
-            "LV",
-            "MA",
-            "MX",
-            "MY",
-            "NL",
-            "PE",
-            "PH",
-            "PK",
-            "RU",
-            "SA",
-            "SE",
-            "SG",
-            "SV",
-            "TH",
-            "TR",
-            "UA",
-            "US",
-            "VE",
-            "VN",
-            "WS"
-        ],
-        "Country": [
-            "Afghanistan",
-            "Andorra",
-            "Argentina",
-            "Australia",
-            "Bangladesh",
-            "Barbados",
-            "Brazil",
-            "Canada",
-            "Chile",
-            "China",
-            "Colombia",
-            "Cuba",
-            "Ecuador",
-            "Egypt",
-            "El Salvador",
-            "Finland",
-            "France",
-            "Germany",
-            "India",
-            "Indonesia",
-            "Iraq",
-            "Italy",
-            "Japan",
-            "Jordan",
-            "Kuwait",
-            "Latvia",
-            "Malaysia",
-            "Mexico",
-            "Morocco",
-            "Netherlands",
-            "Pakistan",
-            "Peru",
-            "Philippines",
-            "Russia",
-            "Samoa",
-            "Saudi Arabia",
-            "Singapore",
-            "South Korea",
-            "Spain",
-            "Sweden",
-            "Switzerland",
-            "Thailand",
-            "Turkey",
-            "Ukraine",
-            "United Arab Emirates",
-            "United Kingdom",
-            "United States",
-            "Venezuela",
-            "Vietnam"
-        ],
-        "Title": "string",
-        "Youtuber": "string",
-        "category": [
-            "Autos & Vehicles",
-            "Comedy",
-            "Education",
-            "Entertainment",
-            "Film & Animation",
-            "Gaming",
-            "Howto & Style",
-            "Movies",
-            "Music",
-            "News & Politics",
-            "Nonprofits & Activism",
-            "People & Blogs",
-            "Pets & Animals",
-            "Science & Technology",
-            "Shows",
-            "Sports",
-            "Trailers",
-            "Travel & Events"
-        ],
-        "channel_type": [
-            "Animals",
-            "Autos",
-            "Comedy",
-            "Education",
-            "Entertainment",
-            "Film",
-            "Games",
-            "Howto",
-            "Music",
-            "News",
-            "Nonprofit",
-            "People",
-            "Sports",
-            "Tech"
-        ],
-        "created_month": [
-            "Apr",
-            "Aug",
-            "Dec",
-            "Feb",
-            "Jan",
-            "Jul",
-            "Jun",
-            "Mar",
-            "May",
-            "Nov",
-            "Oct",
-            "Sep"
-        ]
-    }
-}
\ No newline at end of file
+{
+  "name": "Global YouTube Statistics 2023",
+  "source": "https://www.kaggle.com/datasets/nelgiriyewithana/global-youtube-statistics-2023/data",
+  "data_intro": "A collection of YouTube giants, this dataset offers a perfect avenue to analyze and gain valuable insights from the luminaries of the platform. With comprehensive details on top creators' subscriber counts, video views, upload frequency, country of origin, earnings, and more, this treasure trove of information is a must-explore for aspiring content creators, data enthusiasts, and anyone intrigued by the ever-evolving online content landscape. Immerse yourself in the world of YouTube success and unlock a wealth of knowledge with this extraordinary dataset.",
+  "is_splited": false,
+  "overall_size": 995,
+  "train_size": 0,
+  "test_size": 0,
+  "c_classes": 7,
+  "n_classes": 21,
+  "cat_feature_intro": {
+    "Youtuber": "Name of the YouTube channel",
+    "category": "Category or niche of the channel",
+    "Title": "Title of the YouTube channel",
+    "Country": "Country associated with the channel.",
+    "Abbreviation": "Abbreviation of the country",
+    "channel_type": "Type or category of the channel.",
+    "created_month": "Month when the YouTube channel was created"
+  },
+  "num_feature_intro": {
+    "rank": "Ranking of the channel based on its type (individual or brand)",
+    "subscribers": "Number of new subscribers gained in the last 30 days",
+    "video views": "Total video views in the last 30 days",
+    "uploads": "Total number of videos uploaded on the channel",
+    "video_views_rank": "Ranking of the channel based on total video views",
+    "country_rank": "Ranking of the channel based on the number of subscribers within its country",
+    "channel_type_rank": "Ranking of the channel based on its type (individual or brand)",
+    "video_views_for_the_last_30_days": "Total video views in the last 30 days",
+    "lowest_monthly_earnings": "Lowest estimated monthly earnings from the channel",
+    "highest_monthly_earnings": "Highest estimated monthly earnings from the channel",
+    "lowest_yearly_earnings": "Lowest estimated yearly earnings from the channel",
+    "highest_yearly_earnings": "Highest estimated yearly earnings from the channel",
+    "subscribers_for_last_30_days": "Number of new subscribers gained in the last 30 days",
+    "created_year": "Year when the YouTube channel was created",
+    "created_date": "Exact date of the YouTube channel's creation",
+    "Gross tertiary education enrollment (%)": "Percentage of the population enrolled in tertiary education in the country",
+    "Population": "Percentage of the population living in urban areas",
+    "Unemployment rate": "Unemployment rate in the country",
+    "Urban_population": "Percentage of the population living in urban areas",
+    "Latitude": "Latitude coordinate of the country's location",
+    "Longitude": "Longitude coordinate of the country's location"
+  },
+  "evaluation_metric": null,
+  "task_type": "regression",
+  "target": "highest_monthly_earnings",
+  "num_feature_value": {
+    "Gross tertiary education enrollment (%)": [
+      7.6,
+      113.1
+    ],
+    "Latitude": [
+      -38.416097,
+      61.92411
+    ],
+    "Longitude": [
+      -172.104629,
+      138.252924
+    ],
+    "Population": [
+      202506.0,
+      1397715000.0
+    ],
+    "Unemployment rate": [
+      0.75,
+      14.72
+    ],
+    "Urban_population": [
+      35588.0,
+      842933962.0
+    ],
+    "channel_type_rank": [
+      1.0,
+      7741.0
+    ],
+    "country_rank": [
+      1.0,
+      7741.0
+    ],
+    "created_date": [
+      1.0,
+      31.0
+    ],
+    "created_year": [
+      1970.0,
+      2022.0
+    ],
+    "highest_monthly_earnings": [
+      0.0,
+      13600000.0
+    ],
+    "highest_yearly_earnings": [
+      0.0,
+      163400000.0
+    ],
+    "lowest_monthly_earnings": [
+      0.0,
+      850900.0
+    ],
+    "lowest_yearly_earnings": [
+      0.0,
+      10200000.0
+    ],
+    "rank": [
+      1.0,
+      995.0
+    ],
+    "subscribers": [
+      12300000.0,
+      245000000.0
+    ],
+    "subscribers_for_last_30_days": [
+      1.0,
+      8000000.0
+    ],
+    "uploads": [
+      0.0,
+      301308.0
+    ],
+    "video views": [
+      0.0,
+      228000000000.0
+    ],
+    "video_views_for_the_last_30_days": [
+      1.0,
+      6589000000.0
+    ],
+    "video_views_rank": [
+      1.0,
+      4057944.0
+    ]
+  },
+  "cat_feature_value": {
+    "Abbreviation": [
+      "AD",
+      "AE",
+      "AF",
+      "AR",
+      "AU",
+      "BB",
+      "BD",
+      "BR",
+      "CA",
+      "CH",
+      "CL",
+      "CN",
+      "CO",
+      "CU",
+      "DE",
+      "EC",
+      "EG",
+      "ES",
+      "FI",
+      "FR",
+      "GB",
+      "ID",
+      "IN",
+      "IQ",
+      "IT",
+      "JO",
+      "JP",
+      "KR",
+      "KW",
+      "LV",
+      "MA",
+      "MX",
+      "MY",
+      "NL",
+      "PE",
+      "PH",
+      "PK",
+      "RU",
+      "SA",
+      "SE",
+      "SG",
+      "SV",
+      "TH",
+      "TR",
+      "UA",
+      "US",
+      "VE",
+      "VN",
+      "WS"
+    ],
+    "Country": [
+      "Afghanistan",
+      "Andorra",
+      "Argentina",
+      "Australia",
+      "Bangladesh",
+      "Barbados",
+      "Brazil",
+      "Canada",
+      "Chile",
+      "China",
+      "Colombia",
+      "Cuba",
+      "Ecuador",
+      "Egypt",
+      "El Salvador",
+      "Finland",
+      "France",
+      "Germany",
+      "India",
+      "Indonesia",
+      "Iraq",
+      "Italy",
+      "Japan",
+      "Jordan",
+      "Kuwait",
+      "Latvia",
+      "Malaysia",
+      "Mexico",
+      "Morocco",
+      "Netherlands",
+      "Pakistan",
+      "Peru",
+      "Philippines",
+      "Russia",
+      "Samoa",
+      "Saudi Arabia",
+      "Singapore",
+      "South Korea",
+      "Spain",
+      "Sweden",
+      "Switzerland",
+      "Thailand",
+      "Turkey",
+      "Ukraine",
+      "United Arab Emirates",
+      "United Kingdom",
+      "United States",
+      "Venezuela",
+      "Vietnam"
+    ],
+    "Title": "string",
+    "Youtuber": "string",
+    "category": [
+      "Autos & Vehicles",
+      "Comedy",
+      "Education",
+      "Entertainment",
+      "Film & Animation",
+      "Gaming",
+      "Howto & Style",
+      "Movies",
+      "Music",
+      "News & Politics",
+      "Nonprofits & Activism",
+      "People & Blogs",
+      "Pets & Animals",
+      "Science & Technology",
+      "Shows",
+      "Sports",
+      "Trailers",
+      "Travel & Events"
+    ],
+    "channel_type": [
+      "Animals",
+      "Autos",
+      "Comedy",
+      "Education",
+      "Entertainment",
+      "Film",
+      "Games",
+      "Howto",
+      "Music",
+      "News",
+      "Nonprofit",
+      "People",
+      "Sports",
+      "Tech"
+    ],
+    "created_month": [
+      "Apr",
+      "Aug",
+      "Dec",
+      "Feb",
+      "Jan",
+      "Jul",
+      "Jun",
+      "Mar",
+      "May",
+      "Nov",
+      "Oct",
+      "Sep"
+    ]
+  }
+}
diff --git a/ranking_and_filtering/daily/regression/Global_YouTube_Statistics_2023_B4/Global_YouTube_Statistics_2023_B4_008/info.json b/ranking_and_filtering/daily/regression/Global_YouTube_Statistics_2023_B4/Global_YouTube_Statistics_2023_B4_008/info.json
index 32b2e724985eb4b8c7e1935cfdd4e4510dbfb775..2a4d0bb2870f7f26e8f34e8121139aaccc4b4a47 100644
--- a/ranking_and_filtering/daily/regression/Global_YouTube_Statistics_2023_B4/Global_YouTube_Statistics_2023_B4_008/info.json
+++ b/ranking_and_filtering/daily/regression/Global_YouTube_Statistics_2023_B4/Global_YouTube_Statistics_2023_B4_008/info.json
@@ -1,288 +1,288 @@
-{
-    "name": "Global YouTube Statistics 2023",
-    "source": "https://www.kaggle.com/datasets/nelgiriyewithana/global-youtube-statistics-2023/data",
-    "data_intro": "A collection of YouTube giants, this dataset offers a perfect avenue to analyze and gain valuable insights from the luminaries of the platform. With comprehensive details on top creators' subscriber counts, video views, upload frequency, country of origin, earnings, and more, this treasure trove of information is a must-explore for aspiring content creators, data enthusiasts, and anyone intrigued by the ever-evolving online content landscape. Immerse yourself in the world of YouTube success and unlock a wealth of knowledge with this extraordinary dataset.",
-    "is_splited": false,
-    "overall_size": 995,
-    "train_size": 0,
-    "test_size": 0,
-    "c_classes": 7,
-    "n_classes": 21,
-    "cat_feature_intro": {
-        "Youtuber": "Name of the YouTube channel",
-        "category": "Category or niche of the channel",
-        "Title": "Title of the YouTube channel",
-        "Country": "Longitude coordinate of the country's location",
-        "Abbreviation": "Abbreviation of the country",
-        "channel_type": "Ranking of the channel based on its type (individual or brand)",
-        "created_month": "Month when the YouTube channel was created"
-    },
-    "num_feature_intro": {
-        "rank": "Ranking of the channel based on its type (individual or brand)",
-        "subscribers": "Number of new subscribers gained in the last 30 days",
-        "video views": "Total video views in the last 30 days",
-        "uploads": "Total number of videos uploaded on the channel",
-        "video_views_rank": "Ranking of the channel based on total video views",
-        "country_rank": "Ranking of the channel based on the number of subscribers within its country",
-        "channel_type_rank": "Ranking of the channel based on its type (individual or brand)",
-        "video_views_for_the_last_30_days": "Total video views in the last 30 days",
-        "lowest_monthly_earnings": "Lowest estimated monthly earnings from the channel",
-        "highest_monthly_earnings": "Highest estimated monthly earnings from the channel",
-        "lowest_yearly_earnings": "Lowest estimated yearly earnings from the channel",
-        "highest_yearly_earnings": "Highest estimated yearly earnings from the channel",
-        "subscribers_for_last_30_days": "Number of new subscribers gained in the last 30 days",
-        "created_year": "Year when the YouTube channel was created",
-        "created_date": "Exact date of the YouTube channel's creation",
-        "Gross tertiary education enrollment (%)": "Percentage of the population enrolled in tertiary education in the country",
-        "Population": "Percentage of the population living in urban areas",
-        "Unemployment rate": "Unemployment rate in the country",
-        "Urban_population": "Percentage of the population living in urban areas",
-        "Latitude": "Latitude coordinate of the country's location",
-        "Longitude": "Longitude coordinate of the country's location"
-    },
-    "evaluation_metric": null,
-    "task_type": "regression",
-    "target": "highest_monthly_earnings",
-    "num_feature_value": {
-        "Gross tertiary education enrollment (%)": [
-            7.6,
-            113.1
-        ],
-        "Latitude": [
-            -38.416097,
-            61.92411
-        ],
-        "Longitude": [
-            -172.104629,
-            138.252924
-        ],
-        "Population": [
-            202506.0,
-            1397715000.0
-        ],
-        "Unemployment rate": [
-            0.75,
-            14.72
-        ],
-        "Urban_population": [
-            35588.0,
-            842933962.0
-        ],
-        "channel_type_rank": [
-            1.0,
-            7741.0
-        ],
-        "country_rank": [
-            1.0,
-            7741.0
-        ],
-        "created_date": [
-            1.0,
-            31.0
-        ],
-        "created_year": [
-            1970.0,
-            2022.0
-        ],
-        "highest_monthly_earnings": [
-            0.0,
-            13600000.0
-        ],
-        "highest_yearly_earnings": [
-            0.0,
-            163400000.0
-        ],
-        "lowest_monthly_earnings": [
-            0.0,
-            850900.0
-        ],
-        "lowest_yearly_earnings": [
-            0.0,
-            10200000.0
-        ],
-        "rank": [
-            1.0,
-            995.0
-        ],
-        "subscribers": [
-            12300000.0,
-            245000000.0
-        ],
-        "subscribers_for_last_30_days": [
-            1.0,
-            8000000.0
-        ],
-        "uploads": [
-            0.0,
-            301308.0
-        ],
-        "video views": [
-            0.0,
-            228000000000.0
-        ],
-        "video_views_for_the_last_30_days": [
-            1.0,
-            6589000000.0
-        ],
-        "video_views_rank": [
-            1.0,
-            4057944.0
-        ]
-    },
-    "cat_feature_value": {
-        "Abbreviation": [
-            "AD",
-            "AE",
-            "AF",
-            "AR",
-            "AU",
-            "BB",
-            "BD",
-            "BR",
-            "CA",
-            "CH",
-            "CL",
-            "CN",
-            "CO",
-            "CU",
-            "DE",
-            "EC",
-            "EG",
-            "ES",
-            "FI",
-            "FR",
-            "GB",
-            "ID",
-            "IN",
-            "IQ",
-            "IT",
-            "JO",
-            "JP",
-            "KR",
-            "KW",
-            "LV",
-            "MA",
-            "MX",
-            "MY",
-            "NL",
-            "PE",
-            "PH",
-            "PK",
-            "RU",
-            "SA",
-            "SE",
-            "SG",
-            "SV",
-            "TH",
-            "TR",
-            "UA",
-            "US",
-            "VE",
-            "VN",
-            "WS"
-        ],
-        "Country": [
-            "Afghanistan",
-            "Andorra",
-            "Argentina",
-            "Australia",
-            "Bangladesh",
-            "Barbados",
-            "Brazil",
-            "Canada",
-            "Chile",
-            "China",
-            "Colombia",
-            "Cuba",
-            "Ecuador",
-            "Egypt",
-            "El Salvador",
-            "Finland",
-            "France",
-            "Germany",
-            "India",
-            "Indonesia",
-            "Iraq",
-            "Italy",
-            "Japan",
-            "Jordan",
-            "Kuwait",
-            "Latvia",
-            "Malaysia",
-            "Mexico",
-            "Morocco",
-            "Netherlands",
-            "Pakistan",
-            "Peru",
-            "Philippines",
-            "Russia",
-            "Samoa",
-            "Saudi Arabia",
-            "Singapore",
-            "South Korea",
-            "Spain",
-            "Sweden",
-            "Switzerland",
-            "Thailand",
-            "Turkey",
-            "Ukraine",
-            "United Arab Emirates",
-            "United Kingdom",
-            "United States",
-            "Venezuela",
-            "Vietnam"
-        ],
-        "Title": "string",
-        "Youtuber": "string",
-        "category": [
-            "Autos & Vehicles",
-            "Comedy",
-            "Education",
-            "Entertainment",
-            "Film & Animation",
-            "Gaming",
-            "Howto & Style",
-            "Movies",
-            "Music",
-            "News & Politics",
-            "Nonprofits & Activism",
-            "People & Blogs",
-            "Pets & Animals",
-            "Science & Technology",
-            "Shows",
-            "Sports",
-            "Trailers",
-            "Travel & Events"
-        ],
-        "channel_type": [
-            "Animals",
-            "Autos",
-            "Comedy",
-            "Education",
-            "Entertainment",
-            "Film",
-            "Games",
-            "Howto",
-            "Music",
-            "News",
-            "Nonprofit",
-            "People",
-            "Sports",
-            "Tech"
-        ],
-        "created_month": [
-            "Apr",
-            "Aug",
-            "Dec",
-            "Feb",
-            "Jan",
-            "Jul",
-            "Jun",
-            "Mar",
-            "May",
-            "Nov",
-            "Oct",
-            "Sep"
-        ]
-    }
-}
\ No newline at end of file
+{
+  "name": "Global YouTube Statistics 2023",
+  "source": "https://www.kaggle.com/datasets/nelgiriyewithana/global-youtube-statistics-2023/data",
+  "data_intro": "A collection of YouTube giants, this dataset offers a perfect avenue to analyze and gain valuable insights from the luminaries of the platform. With comprehensive details on top creators' subscriber counts, video views, upload frequency, country of origin, earnings, and more, this treasure trove of information is a must-explore for aspiring content creators, data enthusiasts, and anyone intrigued by the ever-evolving online content landscape. Immerse yourself in the world of YouTube success and unlock a wealth of knowledge with this extraordinary dataset.",
+  "is_splited": false,
+  "overall_size": 995,
+  "train_size": 0,
+  "test_size": 0,
+  "c_classes": 7,
+  "n_classes": 21,
+  "cat_feature_intro": {
+    "Youtuber": "Name of the YouTube channel",
+    "category": "Category or niche of the channel",
+    "Title": "Title of the YouTube channel",
+    "Country": "Country associated with the channel.",
+    "Abbreviation": "Abbreviation of the country",
+    "channel_type": "Type or category of the channel.",
+    "created_month": "Month when the YouTube channel was created"
+  },
+  "num_feature_intro": {
+    "rank": "Ranking of the channel based on its type (individual or brand)",
+    "subscribers": "Number of new subscribers gained in the last 30 days",
+    "video views": "Total video views in the last 30 days",
+    "uploads": "Total number of videos uploaded on the channel",
+    "video_views_rank": "Ranking of the channel based on total video views",
+    "country_rank": "Ranking of the channel based on the number of subscribers within its country",
+    "channel_type_rank": "Ranking of the channel based on its type (individual or brand)",
+    "video_views_for_the_last_30_days": "Total video views in the last 30 days",
+    "lowest_monthly_earnings": "Lowest estimated monthly earnings from the channel",
+    "highest_monthly_earnings": "Highest estimated monthly earnings from the channel",
+    "lowest_yearly_earnings": "Lowest estimated yearly earnings from the channel",
+    "highest_yearly_earnings": "Highest estimated yearly earnings from the channel",
+    "subscribers_for_last_30_days": "Number of new subscribers gained in the last 30 days",
+    "created_year": "Year when the YouTube channel was created",
+    "created_date": "Exact date of the YouTube channel's creation",
+    "Gross tertiary education enrollment (%)": "Percentage of the population enrolled in tertiary education in the country",
+    "Population": "Percentage of the population living in urban areas",
+    "Unemployment rate": "Unemployment rate in the country",
+    "Urban_population": "Percentage of the population living in urban areas",
+    "Latitude": "Latitude coordinate of the country's location",
+    "Longitude": "Longitude coordinate of the country's location"
+  },
+  "evaluation_metric": null,
+  "task_type": "regression",
+  "target": "highest_monthly_earnings",
+  "num_feature_value": {
+    "Gross tertiary education enrollment (%)": [
+      7.6,
+      113.1
+    ],
+    "Latitude": [
+      -38.416097,
+      61.92411
+    ],
+    "Longitude": [
+      -172.104629,
+      138.252924
+    ],
+    "Population": [
+      202506.0,
+      1397715000.0
+    ],
+    "Unemployment rate": [
+      0.75,
+      14.72
+    ],
+    "Urban_population": [
+      35588.0,
+      842933962.0
+    ],
+    "channel_type_rank": [
+      1.0,
+      7741.0
+    ],
+    "country_rank": [
+      1.0,
+      7741.0
+    ],
+    "created_date": [
+      1.0,
+      31.0
+    ],
+    "created_year": [
+      1970.0,
+      2022.0
+    ],
+    "highest_monthly_earnings": [
+      0.0,
+      13600000.0
+    ],
+    "highest_yearly_earnings": [
+      0.0,
+      163400000.0
+    ],
+    "lowest_monthly_earnings": [
+      0.0,
+      850900.0
+    ],
+    "lowest_yearly_earnings": [
+      0.0,
+      10200000.0
+    ],
+    "rank": [
+      1.0,
+      995.0
+    ],
+    "subscribers": [
+      12300000.0,
+      245000000.0
+    ],
+    "subscribers_for_last_30_days": [
+      1.0,
+      8000000.0
+    ],
+    "uploads": [
+      0.0,
+      301308.0
+    ],
+    "video views": [
+      0.0,
+      228000000000.0
+    ],
+    "video_views_for_the_last_30_days": [
+      1.0,
+      6589000000.0
+    ],
+    "video_views_rank": [
+      1.0,
+      4057944.0
+    ]
+  },
+  "cat_feature_value": {
+    "Abbreviation": [
+      "AD",
+      "AE",
+      "AF",
+      "AR",
+      "AU",
+      "BB",
+      "BD",
+      "BR",
+      "CA",
+      "CH",
+      "CL",
+      "CN",
+      "CO",
+      "CU",
+      "DE",
+      "EC",
+      "EG",
+      "ES",
+      "FI",
+      "FR",
+      "GB",
+      "ID",
+      "IN",
+      "IQ",
+      "IT",
+      "JO",
+      "JP",
+      "KR",
+      "KW",
+      "LV",
+      "MA",
+      "MX",
+      "MY",
+      "NL",
+      "PE",
+      "PH",
+      "PK",
+      "RU",
+      "SA",
+      "SE",
+      "SG",
+      "SV",
+      "TH",
+      "TR",
+      "UA",
+      "US",
+      "VE",
+      "VN",
+      "WS"
+    ],
+    "Country": [
+      "Afghanistan",
+      "Andorra",
+      "Argentina",
+      "Australia",
+      "Bangladesh",
+      "Barbados",
+      "Brazil",
+      "Canada",
+      "Chile",
+      "China",
+      "Colombia",
+      "Cuba",
+      "Ecuador",
+      "Egypt",
+      "El Salvador",
+      "Finland",
+      "France",
+      "Germany",
+      "India",
+      "Indonesia",
+      "Iraq",
+      "Italy",
+      "Japan",
+      "Jordan",
+      "Kuwait",
+      "Latvia",
+      "Malaysia",
+      "Mexico",
+      "Morocco",
+      "Netherlands",
+      "Pakistan",
+      "Peru",
+      "Philippines",
+      "Russia",
+      "Samoa",
+      "Saudi Arabia",
+      "Singapore",
+      "South Korea",
+      "Spain",
+      "Sweden",
+      "Switzerland",
+      "Thailand",
+      "Turkey",
+      "Ukraine",
+      "United Arab Emirates",
+      "United Kingdom",
+      "United States",
+      "Venezuela",
+      "Vietnam"
+    ],
+    "Title": "string",
+    "Youtuber": "string",
+    "category": [
+      "Autos & Vehicles",
+      "Comedy",
+      "Education",
+      "Entertainment",
+      "Film & Animation",
+      "Gaming",
+      "Howto & Style",
+      "Movies",
+      "Music",
+      "News & Politics",
+      "Nonprofits & Activism",
+      "People & Blogs",
+      "Pets & Animals",
+      "Science & Technology",
+      "Shows",
+      "Sports",
+      "Trailers",
+      "Travel & Events"
+    ],
+    "channel_type": [
+      "Animals",
+      "Autos",
+      "Comedy",
+      "Education",
+      "Entertainment",
+      "Film",
+      "Games",
+      "Howto",
+      "Music",
+      "News",
+      "Nonprofit",
+      "People",
+      "Sports",
+      "Tech"
+    ],
+    "created_month": [
+      "Apr",
+      "Aug",
+      "Dec",
+      "Feb",
+      "Jan",
+      "Jul",
+      "Jun",
+      "Mar",
+      "May",
+      "Nov",
+      "Oct",
+      "Sep"
+    ]
+  }
+}
diff --git a/ranking_and_filtering/daily/regression/Gun_Violence_Data_B4/Gun_Violence_Data_B4_001/Gun_Violence_Data_B4_001_current.json b/ranking_and_filtering/daily/regression/Gun_Violence_Data_B4/Gun_Violence_Data_B4_001/Gun_Violence_Data_B4_001_current.json
index e4a8192b8aae6209cb6d5c6a6b193fd51e524582..8932e80ce7c5d8d56b887c4248fd496a32b15d92 100644
--- a/ranking_and_filtering/daily/regression/Gun_Violence_Data_B4/Gun_Violence_Data_B4_001/Gun_Violence_Data_B4_001_current.json
+++ b/ranking_and_filtering/daily/regression/Gun_Violence_Data_B4/Gun_Violence_Data_B4_001/Gun_Violence_Data_B4_001_current.json
@@ -1,1732 +1,1732 @@
 {
-    "id": "001",
-    "task_type": "B4",
-    "subtask_type": "topk",
-    "perspective": "data_holder",
-    "dataset_name": "Gun Violence Data",
-    "table_path": "output/Gun Violence Data_B4/Gun Violence Data_B4_001/test.csv",
-    "query": "For our annual safety report to the state legislature, I want to highlight areas where interventions have been most effective. Using the archive of past events, shortlist the 5 cities from the new data that are forecast to have the fewest fatalities, indicating potential success stories.",
-    "meta_info": {
-        "domain": "daily"
+  "id": "001",
+  "task_type": "B4",
+  "subtask_type": "topk",
+  "perspective": "data_holder",
+  "dataset_name": "Gun Violence Data",
+  "table_path": "output/Gun Violence Data_B4/Gun Violence Data_B4_001/test.csv",
+  "query": "For our annual safety report to the state legislature, I want to highlight areas where interventions have been most effective. Using the archive of past events, shortlist the 5 cities from the new data that are forecast to have the fewest fatalities, indicating potential success stories.",
+  "meta_info": {
+    "domain": "daily"
+  },
+  "final_decision": {},
+  "what_if": {},
+  "ground_truth": {
+    "extracted_features": [
+      {
+        "scenario_id": "001",
+        "features": {
+          "incident_id": 832945,
+          "date": "2017-04-30",
+          "state": "West Virginia",
+          "city_or_county": "Charleston",
+          "address": "1006 1st Avenue",
+          "n_killed": 1,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/832945",
+          "source_url": "http://www.wvgazettemail.com/article/20170516/GZ0118/170519652",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 2.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Shot - Dead (murder, accidental, suicide)||Drug involvement",
+          "latitude": 38.3629,
+          "location_description": null,
+          "longitude": -81.6577,
+          "n_guns_involved": 1.0,
+          "notes": "Address is 1006 1/2, West Side, one shot and killed",
+          "participant_age": "0::52||1::27",
+          "participant_age_group": "0::Adult 18+||1::Adult 18+",
+          "participant_gender": "0::Male||1::Male",
+          "participant_name": "0::Bryan Keith Johnson||1::John Stanley Ford III",
+          "participant_relationship": null,
+          "participant_status": "0::Killed||1::Unharmed, Arrested",
+          "participant_type": "0::Victim||1::Subject-Suspect",
+          "sources": "http://www.wsaz.com/content/news/Crews-respond-to-call-for-shooting-in-Charleston--420862374.html||http://www.wvgazettemail.com/article/20170501/GZ0118/170509987||http://www.tristateupdate.com/story/35289511/charleston-police-identify-man-fatally-shot-overnight||http://www.wvgazettemail.com/article/20170516/GZ0118/170519652",
+          "state_house_district": 37.0,
+          "state_senate_district": 8.0
+        }
+      },
+      {
+        "scenario_id": "002",
+        "features": {
+          "incident_id": 1027000,
+          "date": "2018-01-13",
+          "state": "Tennessee",
+          "city_or_county": "Powell",
+          "address": "601 Edgemoor Rd",
+          "n_killed": 0,
+          "n_injured": 2,
+          "incident_url": "http://www.gunviolencearchive.org/incident/1027000",
+          "source_url": "http://www.wate.com/news/top-stories/anderson-county-sheriff-deputies-investigate-shooting-on-clinton-hwy/914342994",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 3.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Shot - Wounded/Injured",
+          "latitude": 36.0357,
+          "location_description": "Bread Box",
+          "longitude": -84.131,
+          "n_guns_involved": 1.0,
+          "notes": "Anderson Co, also found on Clinton Hey, Claxton; 3rd vic shot at, no inj",
+          "participant_age": "0::36||1::34||2::23||3::24",
+          "participant_age_group": "0::Adult 18+||1::Adult 18+||2::Adult 18+||3::Adult 18+",
+          "participant_gender": "0::Male||1::Male||2::Male||3::Female",
+          "participant_name": "0::Nathan Lynn Phillips||1::William Ernest Foster||2::Jacob Lynn Rutherford||3::Marrie Taylor Atteberry",
+          "participant_relationship": null,
+          "participant_status": "0::Injured||1::Injured||2::Unharmed, Arrested||3::Unharmed, Arrested",
+          "participant_type": "0::Victim||1::Victim||2::Subject-Suspect||3::Subject-Suspect",
+          "sources": "http://www.wate.com/news/top-stories/anderson-county-sheriff-deputies-investigate-shooting-on-clinton-hwy/914342994",
+          "state_house_district": 33.0,
+          "state_senate_district": 5.0
+        }
+      },
+      {
+        "scenario_id": "003",
+        "features": {
+          "incident_id": 465538,
+          "date": "2015-12-13",
+          "state": "Oregon",
+          "city_or_county": "Medford",
+          "address": "Bartlett Street",
+          "n_killed": 1,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/465538",
+          "source_url": "http://www.mailtribune.com/article/20151215/NEWS/151219747/101034/NEWS?rssfeed=true",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 2.0,
+          "gun_stolen": "0::Unknown||1::Unknown",
+          "gun_type": "0::Handgun||1::Handgun",
+          "incident_characteristics": "Shot - Dead (murder, accidental, suicide)",
+          "latitude": 42.3302,
+          "location_description": null,
+          "longitude": -122.874,
+          "n_guns_involved": 2.0,
+          "notes": null,
+          "participant_age": "0::27||1::25||2::30",
+          "participant_age_group": "0::Adult 18+||1::Adult 18+||2::Adult 18+",
+          "participant_gender": "0::Male||1::Male||2::Male",
+          "participant_name": "0::Isaac Deleon||1::Shane Anthony \"Scarface\" Zornes||2::Ruben Escareno Marmolejo",
+          "participant_relationship": null,
+          "participant_status": "0::Killed||1::Unharmed, Arrested||2::Unharmed, Arrested",
+          "participant_type": "0::Victim||1::Subject-Suspect||2::Subject-Suspect",
+          "sources": "http://www.mailtribune.com/article/20151213/NEWS/151219833/101033/NEWS?rssfeed=true||http://www.mailtribune.com/article/20151216/NEWS/151219710||http://www.mailtribune.com/article/20151215/NEWS/151219747/101034/NEWS?rssfeed=true",
+          "state_house_district": 6.0,
+          "state_senate_district": 3.0
+        }
+      },
+      {
+        "scenario_id": "004",
+        "features": {
+          "incident_id": 774253,
+          "date": "2017-02-13",
+          "state": "Florida",
+          "city_or_county": "Palm Beach Gardens (Riviera Beach)",
+          "address": "W 5th St and Ave H",
+          "n_killed": 0,
+          "n_injured": 2,
+          "incident_url": "http://www.gunviolencearchive.org/incident/774253",
+          "source_url": "http://www.wptv.com/news/region-c-palm-beach-county/riviera-beach/officials-on-scene-of-shooting-in-riviera-beach",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 20.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Shot - Wounded/Injured||Drive-by (car to street, car to car)",
+          "latitude": 26.7671,
+          "location_description": null,
+          "longitude": -80.0638,
+          "n_guns_involved": 1.0,
+          "notes": "26.767057, -80.063831",
+          "participant_age": null,
+          "participant_age_group": "0::Adult 18+||1::Adult 18+",
+          "participant_gender": "0::Female||1::Female",
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": "0::Injured||1::Injured",
+          "participant_type": "0::Victim||1::Victim",
+          "sources": "http://www.wptv.com/news/region-c-palm-beach-county/riviera-beach/officials-on-scene-of-shooting-in-riviera-beach",
+          "state_house_district": 88.0,
+          "state_senate_district": 27.0
+        }
+      },
+      {
+        "scenario_id": "005",
+        "features": {
+          "incident_id": 688645,
+          "date": "2016-10-30",
+          "state": "North Carolina",
+          "city_or_county": "Charlotte",
+          "address": "3215 Freedom Drive",
+          "n_killed": 1,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/688645",
+          "source_url": "http://wbtw.com/2016/10/31/nc-pizza-hut-worker-uses-gun-to-kill-suspect-during-robbery-attempt/",
+          "incident_url_fields_missing": "False",
+          "congressional_district": null,
+          "gun_stolen": "0::Not-stolen||1::Unknown",
+          "gun_type": "0::Handgun||1::Handgun",
+          "incident_characteristics": "Shot - Dead (murder, accidental, suicide)||Institution/Group/Business||Defensive Use||Defensive Use - Victim stops crime||Defensive Use - Crime occurs, victim shoots subject/suspect/perpetrator||Defensive Use - Stand Your Ground/Castle Doctrine established||Armed robbery with injury/death and/or evidence of DGU found||Brandishing/flourishing/open carry/lost/found",
+          "latitude": null,
+          "location_description": "Pizza Hut",
+          "longitude": null,
+          "n_guns_involved": 2.0,
+          "notes": "restaurant closed, attempt ar, employee shot 1 suspect with personal handgun, unclear if other 2 were armed",
+          "participant_age": "1::28",
+          "participant_age_group": "0::Adult 18+||1::Adult 18+||2::Adult 18+||3::Adult 18+",
+          "participant_gender": "0::Male||1::Male",
+          "participant_name": "1::Michael Renard Grace",
+          "participant_relationship": "1::Armed Robbery||2::Armed Robbery||3::Armed Robbery",
+          "participant_status": "0::Unharmed||1::Killed||2::Unharmed||3::Unharmed",
+          "participant_type": "0::Victim||1::Subject-Suspect||2::Subject-Suspect||3::Subject-Suspect",
+          "sources": "http://www.wfmynews2.com/news/crime/pizza-hut-employee-shoots-kills-robbery-suspect-police/344296829||http://wbtw.com/2016/10/31/nc-pizza-hut-worker-uses-gun-to-kill-suspect-during-robbery-attempt/",
+          "state_house_district": null,
+          "state_senate_district": null
+        }
+      },
+      {
+        "scenario_id": "006",
+        "features": {
+          "incident_id": 365714,
+          "date": "2015-06-28",
+          "state": "Florida",
+          "city_or_county": "Jacksonville",
+          "address": "Arlington Expressway",
+          "n_killed": 0,
+          "n_injured": 1,
+          "incident_url": "http://www.gunviolencearchive.org/incident/365714",
+          "source_url": "http://www.news4jax.com/news/man-shot-in-stomach-recovering/33823874",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 5.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Shot - Wounded/Injured",
+          "latitude": 30.3275,
+          "location_description": "Summer Oaks Apartments",
+          "longitude": -81.5774,
+          "n_guns_involved": null,
+          "notes": null,
+          "participant_age": "0::35",
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Male",
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": "0::Injured",
+          "participant_type": "0::Victim",
+          "sources": "http://www.news4jax.com/news/man-shot-in-stomach-recovering/33823874",
+          "state_house_district": 13.0,
+          "state_senate_district": 9.0
+        }
+      },
+      {
+        "scenario_id": "007",
+        "features": {
+          "incident_id": 323729,
+          "date": "2015-04-15",
+          "state": "Indiana",
+          "city_or_county": "Indianapolis",
+          "address": "300 block of Hillside Ave",
+          "n_killed": 0,
+          "n_injured": 1,
+          "incident_url": "http://www.gunviolencearchive.org/incident/323729",
+          "source_url": "http://fox59.com/2015/04/15/person-shot-in-leg-on-indys-near-northeast-side/",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 7.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Shot - Wounded/Injured",
+          "latitude": 39.8286,
+          "location_description": null,
+          "longitude": -86.1232,
+          "n_guns_involved": null,
+          "notes": "Victim injured, leg; unclear.",
+          "participant_age": null,
+          "participant_age_group": null,
+          "participant_gender": "0::Male",
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": "0::Injured",
+          "participant_type": "0::Victim",
+          "sources": "http://fox59.com/2015/04/15/person-shot-in-leg-on-indys-near-northeast-side/",
+          "state_house_district": 96.0,
+          "state_senate_district": 34.0
+        }
+      },
+      {
+        "scenario_id": "008",
+        "features": {
+          "incident_id": 801080,
+          "date": "2017-03-23",
+          "state": "Georgia",
+          "city_or_county": "Acworth",
+          "address": "4335 Clairesbrook Lane",
+          "n_killed": 0,
+          "n_injured": 1,
+          "incident_url": "http://www.gunviolencearchive.org/incident/801080",
+          "source_url": "http://www.11alive.com/news/police-investigate-shooting-in-kennesaw-subdivision/424972790",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 11.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Shot - Wounded/Injured||LOCKDOWN/ALERT ONLY: No GV Incident Occurred Onsite",
+          "latitude": 34.057,
+          "location_description": "Baker Heights subdivision",
+          "longitude": -84.626,
+          "n_guns_involved": 1.0,
+          "notes": null,
+          "participant_age": "0::16",
+          "participant_age_group": "0::Teen 12-17",
+          "participant_gender": "0::Male",
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": "0::Injured",
+          "participant_type": "0::Victim",
+          "sources": "http://www.11alive.com/news/police-investigate-shooting-in-kennesaw-subdivision/424972790",
+          "state_house_district": 35.0,
+          "state_senate_district": 37.0
+        }
+      },
+      {
+        "scenario_id": "009",
+        "features": {
+          "incident_id": 997676,
+          "date": "2017-11-27",
+          "state": "Virginia",
+          "city_or_county": "Newport News",
+          "address": "1st block of Museum Dr",
+          "n_killed": 1,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/997676",
+          "source_url": "http://www.dailypress.com/news/newport-news/dp-newport-news-police-investigating-shooting-on-museum-drive-20171127-story.html",
+          "incident_url_fields_missing": "False",
+          "congressional_district": null,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Shot - Dead (murder, accidental, suicide)||Suicide^",
+          "latitude": 37.0489,
+          "location_description": null,
+          "longitude": -76.4883,
+          "n_guns_involved": 1.0,
+          "notes": null,
+          "participant_age": null,
+          "participant_age_group": null,
+          "participant_gender": null,
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": "0::Killed",
+          "participant_type": "0::Victim",
+          "sources": "http://www.dailypress.com/news/newport-news/dp-newport-news-police-investigating-shooting-on-museum-drive-20171127-story.html",
+          "state_house_district": null,
+          "state_senate_district": null
+        }
+      },
+      {
+        "scenario_id": "018",
+        "features": {
+          "incident_id": 179415,
+          "date": "2014-08-22",
+          "state": "California",
+          "city_or_county": "Mountain View",
+          "address": "1 Amphitheatre Parkway",
+          "n_killed": 1,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/179415",
+          "source_url": "http://abc7news.com/news/young-jeezy-arrested-in-firearms-probe-after-deadly-shooting/280597/",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 18.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Shot - Dead (murder, accidental, suicide)||Possession (gun(s) found during commission of other crimes)",
+          "latitude": 37.4233,
+          "location_description": null,
+          "longitude": -122.078,
+          "n_guns_involved": null,
+          "notes": "Wiz Khalifa concert at the Shoreline Ampitheater",
+          "participant_age": "0::38||2::39||3::38||4::31||5::48||6::53",
+          "participant_age_group": "0::Adult 18+||1::Adult 18+||2::Adult 18+||3::Adult 18+||4::Adult 18+||5::Adult 18+||6::Adult 18+",
+          "participant_gender": "0::Male||1::Male||2::Male||3::Male||4::Male||5::Male||6::Female",
+          "participant_name": "0::Eric Johnson||1::Jay \"Young Jeezy\" Jenkins||2::Kena Marshall||3::Peter Maynard||4::David Kuniansky-Altman||5::William Gilmore||6::Alexa Beason",
+          "participant_relationship": null,
+          "participant_status": "0::Killed||1::Unharmed||2::Unharmed||3::Unharmed||4::Unharmed||5::Unharmed||6::Unharmed",
+          "participant_type": "0::Victim||1::Subject-Suspect||2::Subject-Suspect||3::Subject-Suspect||4::Subject-Suspect||5::Subject-Suspect||6::Subject-Suspect",
+          "sources": "http://www.mercurynews.com/crime-courts/ci_26392919/mountain-view-one-person-shot-at-shoreline-ampitheater||http://abc7news.com/news/young-jeezy-arrested-in-firearms-probe-after-deadly-shooting/280597/",
+          "state_house_district": 24.0,
+          "state_senate_district": 13.0
+        }
+      },
+      {
+        "scenario_id": "024",
+        "features": {
+          "incident_id": 869272,
+          "date": "2017-06-16",
+          "state": "Indiana",
+          "city_or_county": "Richmond",
+          "address": "100 block of Richmond Ave",
+          "n_killed": 2,
+          "n_injured": 1,
+          "incident_url": "http://www.gunviolencearchive.org/incident/869272",
+          "source_url": "http://www.theindychannel.com/news/crime/two-killed-one-wounded-in-shooting-at-richmond-home-following-argument",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 6.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Shot - Wounded/Injured||Shot - Dead (murder, accidental, suicide)",
+          "latitude": 39.8347,
+          "location_description": null,
+          "longitude": -84.9014,
+          "n_guns_involved": 1.0,
+          "notes": null,
+          "participant_age": null,
+          "participant_age_group": "0::Adult 18+||1::Adult 18+||2::Adult 18+",
+          "participant_gender": "0::Male||1::Male||2::Male",
+          "participant_name": "0::Bishop Oliver||1::Shawn Sams||2::Chris Crawley",
+          "participant_relationship": null,
+          "participant_status": "0::Killed||1::Killed||2::Injured",
+          "participant_type": "0::Victim||1::Victim||2::Victim",
+          "sources": "http://www.theindychannel.com/news/crime/two-killed-one-wounded-in-shooting-at-richmond-home-following-argument",
+          "state_house_district": 56.0,
+          "state_senate_district": 27.0
+        }
+      },
+      {
+        "scenario_id": "040",
+        "features": {
+          "incident_id": 364918,
+          "date": "2015-06-24",
+          "state": "Oklahoma",
+          "city_or_county": "Oklahoma City",
+          "address": "N.W. 150th Street and Western Avenue",
+          "n_killed": 1,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/364918",
+          "source_url": "http://kfor.com/2018/03/26/three-arrested-in-connection-to-2015-home-invasion-homicide-in-oklahoma-city/",
+          "incident_url_fields_missing": "False",
+          "congressional_district": null,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Shot - Dead (murder, accidental, suicide)||Drug involvement",
+          "latitude": null,
+          "location_description": null,
+          "longitude": null,
+          "n_guns_involved": 1.0,
+          "notes": null,
+          "participant_age": "0::37",
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Male||1::Male||2::Male||3::Male||4::Male",
+          "participant_name": "0::Tuan Lam||1::Mikecala Goosby||2::Stevequam Orange||3::David Love IV||4::Devon Shaw",
+          "participant_relationship": null,
+          "participant_status": "0::Killed||1::Unharmed, Arrested||2::Unharmed, Arrested||3::Unharmed, Arrested||4::Unharmed",
+          "participant_type": "0::Victim||1::Subject-Suspect||2::Subject-Suspect||3::Subject-Suspect||4::Subject-Suspect",
+          "sources": "http://kfor.com/2015/06/24/police-one-dead-after-possible-home-invasion/||http://kfor.com/2015/08/25/four-charged-one-arrested-in-metro-murder/||http://kfor.com/2018/03/26/three-arrested-in-connection-to-2015-home-invasion-homicide-in-oklahoma-city/",
+          "state_house_district": null,
+          "state_senate_district": null
+        }
+      },
+      {
+        "scenario_id": "042",
+        "features": {
+          "incident_id": 982529,
+          "date": "2017-11-05",
+          "state": "Oklahoma",
+          "city_or_county": "Oklahoma City",
+          "address": "2000 W Memorial Rd",
+          "n_killed": 1,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/982529",
+          "source_url": "http://www.news9.com/story/36789734/17-year-old-arrested-in-connection-with-deadly-shooting-at-nw-okc-wal-mart",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 5.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Shot - Dead (murder, accidental, suicide)",
+          "latitude": 35.6084,
+          "location_description": "Walmart",
+          "longitude": -97.548,
+          "n_guns_involved": 1.0,
+          "notes": "Shooting victim crashed car into Walmart parking lot; unclear whether shooting took place at that location.",
+          "participant_age": "0::26||1::17",
+          "participant_age_group": "0::Adult 18+||1::Teen 12-17",
+          "participant_gender": "0::Male||1::Male",
+          "participant_name": "0::Kendall Dejuan Neal||1::Nicholas Daniel",
+          "participant_relationship": null,
+          "participant_status": "0::Killed||1::Unharmed, Arrested",
+          "participant_type": "0::Victim||1::Subject-Suspect",
+          "sources": "http://www.news9.com/story/36772480/one-found-fatally-shot-at-nw-okc-walmart||http://www.news9.com/story/36768335/police-investigate-fatal-shooting-in-nw-okc-walmart-parking-lot||http://www.news9.com/story/36789734/17-year-old-arrested-in-connection-with-deadly-shooting-at-nw-okc-wal-mart",
+          "state_house_district": 83.0,
+          "state_senate_district": 48.0
+        }
+      },
+      {
+        "scenario_id": "043",
+        "features": {
+          "incident_id": 759616,
+          "date": "2017-01-23",
+          "state": "Maryland",
+          "city_or_county": "Parkton",
+          "address": "1000 block of Dairy Rd",
+          "n_killed": 2,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/759616",
+          "source_url": "http://www.baltimoresun.com/news/maryland/baltimore-county/bs-md-co-murder-suicide-20170124-story.html",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 1.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Shot - Dead (murder, accidental, suicide)||Suicide^||Murder/Suicide||Domestic Violence",
+          "latitude": 39.6495,
+          "location_description": null,
+          "longitude": -76.6798,
+          "n_guns_involved": 1.0,
+          "notes": "murder suicide, unclear who shot who",
+          "participant_age": "0::49||1::56",
+          "participant_age_group": "0::Adult 18+||1::Adult 18+",
+          "participant_gender": "0::Female||1::Male",
+          "participant_name": "0::Dawn Longo Rowe||1::Lyttelton Waddell Rowe",
+          "participant_relationship": "1::Significant others - current or former",
+          "participant_status": "0::Killed||1::Killed",
+          "participant_type": "0::Victim||1::Subject-Suspect",
+          "sources": "http://www.baltimoresun.com/news/maryland/baltimore-county/bs-md-co-murder-suicide-20170124-story.html",
+          "state_house_district": null,
+          "state_senate_district": 42.0
+        }
+      },
+      {
+        "scenario_id": "051",
+        "features": {
+          "incident_id": 443428,
+          "date": "2015-10-23",
+          "state": "District of Columbia",
+          "city_or_county": "Washington",
+          "address": "1400 block of First Street SW",
+          "n_killed": 1,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/443428",
+          "source_url": "http://www.wusa9.com/story/news/local/dc/2015/11/05/19-year-old-dies-after-october-shooting-near-nats-park/75265300/",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 1.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Shot - Dead (murder, accidental, suicide)",
+          "latitude": 38.8728,
+          "location_description": "Nationals Park",
+          "longitude": -77.0119,
+          "n_guns_involved": null,
+          "notes": null,
+          "participant_age": "0::19",
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Male",
+          "participant_name": "0::Daniel Brown",
+          "participant_relationship": null,
+          "participant_status": "0::Killed",
+          "participant_type": "0::Victim",
+          "sources": "http://www.wusa9.com/story/news/local/dc/2015/11/05/19-year-old-dies-after-october-shooting-near-nats-park/75265300/",
+          "state_house_district": null,
+          "state_senate_district": null
+        }
+      },
+      {
+        "scenario_id": "053",
+        "features": {
+          "incident_id": 200837,
+          "date": "2014-10-04",
+          "state": "California",
+          "city_or_county": "San Bernardino",
+          "address": "7100 block of Argyle Ave",
+          "n_killed": 1,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/200837",
+          "source_url": "http://www.pe.com/articles/car-751330-highland-smith.html",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 8.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Shot - Dead (murder, accidental, suicide)",
+          "latitude": 34.125,
+          "location_description": null,
+          "longitude": -117.243,
+          "n_guns_involved": 1.0,
+          "notes": "34.124968, -117.242982",
+          "participant_age": "0::31",
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Male",
+          "participant_name": "0::Edgar Smith",
+          "participant_relationship": null,
+          "participant_status": "0::Killed",
+          "participant_type": "0::Victim",
+          "sources": "http://www.pe.com/articles/car-751330-highland-smith.html",
+          "state_house_district": 40.0,
+          "state_senate_district": 23.0
+        }
+      },
+      {
+        "scenario_id": "057",
+        "features": {
+          "incident_id": 289665,
+          "date": "2015-02-07",
+          "state": "Virginia",
+          "city_or_county": "Richmond",
+          "address": "3000 block of Jefferson Davis Highway",
+          "n_killed": 1,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/289665",
+          "source_url": "http://www.wave3.com/story/28049911/richmond-police-woman-found-dead-in-hotel-room",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 3.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Shot - Dead (murder, accidental, suicide)",
+          "latitude": 37.4829,
+          "location_description": null,
+          "longitude": -77.4448,
+          "n_guns_involved": null,
+          "notes": "Southside, woman found shot dead in motel room",
+          "participant_age": "0::35||1::33||2::23",
+          "participant_age_group": "0::Adult 18+||1::Adult 18+||2::Adult 18+",
+          "participant_gender": "0::Female||1::Male||2::Male",
+          "participant_name": "0::Lynette Gregory||1::Wayne Martin||2::Davon Creer",
+          "participant_relationship": null,
+          "participant_status": "0::Killed||1::Unharmed, Arrested||2::Unharmed, Arrested",
+          "participant_type": "0::Victim||1::Subject-Suspect||2::Subject-Suspect",
+          "sources": "http://www.nbc12.com/story/28049911/richmond-police-woman-found-dead-in-hotel-room||http://www.wave3.com/story/28049911/richmond-police-woman-found-dead-in-hotel-room",
+          "state_house_district": 70.0,
+          "state_senate_district": 16.0
+        }
+      },
+      {
+        "scenario_id": "067",
+        "features": {
+          "incident_id": 1039798,
+          "date": "2018-01-30",
+          "state": "Texas",
+          "city_or_county": "Fort Worth",
+          "address": "2700 block of S Meadow Dr",
+          "n_killed": 1,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/1039798",
+          "source_url": "http://www.star-telegram.com/news/local/community/fort-worth/article199847539.html",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 12.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Shot - Dead (murder, accidental, suicide)",
+          "latitude": 32.6411,
+          "location_description": null,
+          "longitude": -97.3604,
+          "n_guns_involved": 1.0,
+          "notes": "Vic was a rapper and club promoter who went by the name Monte Wayne.",
+          "participant_age": "0::36||1::41",
+          "participant_age_group": "0::Adult 18+||1::Adult 18+",
+          "participant_gender": "0::Male||1::Male",
+          "participant_name": "0::Demonta Tanksley||1::Ronald E. Berry",
+          "participant_relationship": null,
+          "participant_status": "0::Killed||1::Arrested",
+          "participant_type": "0::Victim||1::Subject-Suspect",
+          "sources": "http://www.star-telegram.com/news/local/community/fort-worth/article197378844.html||https://www.nbcdfw.com/news/local/Shooting-in-Fort-Worth-Leaves-1-Dead-471780493.html||http://www.star-telegram.com/news/local/community/fort-worth/article199847539.html",
+          "state_house_district": 95.0,
+          "state_senate_district": 10.0
+        }
+      },
+      {
+        "scenario_id": "069",
+        "features": {
+          "incident_id": 904080,
+          "date": "2017-08-02",
+          "state": "Louisiana",
+          "city_or_county": "Coushatta",
+          "address": "Banks Street",
+          "n_killed": 1,
+          "n_injured": 1,
+          "incident_url": "http://www.gunviolencearchive.org/incident/904080",
+          "source_url": "http://www.arklatexhomepage.com/news/lsp-investigating-officer-involved-shooting-in-red-river-parish/781173487",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 4.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Shot - Wounded/Injured||Shot - Dead (murder, accidental, suicide)||Shots Fired - No Injuries||Officer Involved Incident||Officer Involved Shooting - Officer shot||Officer Involved Shooting - subject/suspect/perpetrator killed||Shootout (where VENN diagram of shooters and victims overlap)",
+          "latitude": 32.0022,
+          "location_description": "Red River Parish",
+          "longitude": -93.3289,
+          "n_guns_involved": 1.0,
+          "notes": "ALT: LA 480, shots exchanged between Vet and Deputies",
+          "participant_age": "1::29",
+          "participant_age_group": "0::Adult 18+||1::Adult 18+",
+          "participant_gender": "1::Male",
+          "participant_name": "0::Deputy||1::Preston Thornton",
+          "participant_relationship": null,
+          "participant_status": "0::Injured||1::Killed",
+          "participant_type": "0::Victim||1::Subject-Suspect",
+          "sources": "http://www.ksla.com/story/36031367/lsp-investigating-officer-involved-shooting-in-red-river-parish||http://www.ksla.com/story/36031367/lsp-investigating-officer-involved-shooting-in-red-river-parish||http://www.arklatexhomepage.com/news/lsp-investigating-officer-involved-shooting-in-red-river-parish/781173487",
+          "state_house_district": 23.0,
+          "state_senate_district": 31.0
+        }
+      },
+      {
+        "scenario_id": "070",
+        "features": {
+          "incident_id": 874980,
+          "date": "2017-06-24",
+          "state": "Kansas",
+          "city_or_county": "Hutchinson",
+          "address": "100 block of S Elm",
+          "n_killed": 1,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/874980",
+          "source_url": "http://www.kansas.com/news/local/crime/article158214864.html",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 1.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Shot - Dead (murder, accidental, suicide)",
+          "latitude": 38.0506,
+          "location_description": null,
+          "longitude": -97.9242,
+          "n_guns_involved": 1.0,
+          "notes": null,
+          "participant_age": "0::24||1::19",
+          "participant_age_group": "0::Adult 18+||1::Adult 18+",
+          "participant_gender": "0::Male||1::Male",
+          "participant_name": "0::Kenneth Thompson||1::Leo Lamont Wells",
+          "participant_relationship": null,
+          "participant_status": "0::Killed||1::Unharmed, Arrested",
+          "participant_type": "0::Victim||1::Subject-Suspect",
+          "sources": "http://www.kwch.com/content/news/1-hurt-in-Hutchinson-shooting-430522703.html||http://www.kansas.com/news/local/crime/article158214864.html",
+          "state_house_district": 102.0,
+          "state_senate_district": 34.0
+        }
+      },
+      {
+        "scenario_id": "075",
+        "features": {
+          "incident_id": 142460,
+          "date": "2014-05-26",
+          "state": "Alabama",
+          "city_or_county": "Covington County",
+          "address": null,
+          "n_killed": 1,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/142460",
+          "source_url": "http://www.waka.com/2014/06/02/covington-co-man-killed-in-shooting/",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 2.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Shot - Dead (murder, accidental, suicide)",
+          "latitude": 31.3066,
+          "location_description": null,
+          "longitude": -86.4997,
+          "n_guns_involved": 1.0,
+          "notes": "1 male victim shot - killed",
+          "participant_age": "0::30",
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Male",
+          "participant_name": "0::Shawn Bolden",
+          "participant_relationship": null,
+          "participant_status": "0::Killed",
+          "participant_type": "0::Victim",
+          "sources": "http://www.waka.com/2014/06/02/covington-co-man-killed-in-shooting/",
+          "state_house_district": 92.0,
+          "state_senate_district": 31.0
+        }
+      },
+      {
+        "scenario_id": "076",
+        "features": {
+          "incident_id": 220978,
+          "date": "2014-11-13",
+          "state": "Colorado",
+          "city_or_county": "Evans",
+          "address": "2400 block of Marina Street",
+          "n_killed": 2,
+          "n_injured": 1,
+          "incident_url": "http://www.gunviolencearchive.org/incident/220978",
+          "source_url": "http://www.denverpost.com/news/ci_26962545/evans-police-man-shot-teen-daughter-wife-murder",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 4.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Shot - Wounded/Injured||Shot - Dead (murder, accidental, suicide)||Suicide^||Murder/Suicide||Domestic Violence",
+          "latitude": 40.3753,
+          "location_description": null,
+          "longitude": -104.722,
+          "n_guns_involved": 1.0,
+          "notes": null,
+          "participant_age": "0::47||1::61||2::17",
+          "participant_age_group": "0::Adult 18+||1::Adult 18+||2::Teen 12-17",
+          "participant_gender": "0::Female||1::Male||2::Female",
+          "participant_name": "0::Natalya Perrin||1::Richard Perrin||2::Danika Perrin",
+          "participant_relationship": null,
+          "participant_status": "0::Injured||1::Killed||2::Killed",
+          "participant_type": "0::Victim||1::Victim||2::Victim",
+          "sources": "http://www.9news.com/story/news/local/2014/11/13/2-bodies-found-in-evans-home/18999799/||http://www.denverpost.com/news/ci_26962545/evans-police-man-shot-teen-daughter-wife-murder",
+          "state_house_district": 50.0,
+          "state_senate_district": 13.0
+        }
+      },
+      {
+        "scenario_id": "085",
+        "features": {
+          "incident_id": 367627,
+          "date": "2015-06-30",
+          "state": "North Carolina",
+          "city_or_county": "Franklin",
+          "address": "Woodland Hills Drive and Highway 28",
+          "n_killed": 1,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/367627",
+          "source_url": "http://www.wlos.com//news/features/top-stories/stories/officer-involved-shooting-investigation-21743.shtml#.VZjd97Xy2GM",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 11.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Shot - Dead (murder, accidental, suicide)||Officer Involved Incident||Officer Involved Shooting - subject/suspect/perpetrator killed",
+          "latitude": 35.2023,
+          "location_description": "The Bluff Townhouses",
+          "longitude": -83.3924,
+          "n_guns_involved": null,
+          "notes": "police trying to serve arrest warrant shot and killed man standing in driveway of home who fired at them",
+          "participant_age": "0::52",
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Male",
+          "participant_name": "0::Clay Alan Lickteig",
+          "participant_relationship": null,
+          "participant_status": "0::Killed",
+          "participant_type": "0::Subject-Suspect",
+          "sources": "http://www.wsoctv.com/news/news/local/man-shot-death-police-western-north-carolina/nmqjr/||http://www.wlos.com//news/features/top-stories/stories/deadly-officerinvolved-shooting-franklin-21752.shtml#.VZjZILXy2GM||http://www.wlos.com//news/features/top-stories/stories/officer-involved-shooting-investigation-21743.shtml#.VZjd97Xy2GM",
+          "state_house_district": 120.0,
+          "state_senate_district": 50.0
+        }
+      },
+      {
+        "scenario_id": "088",
+        "features": {
+          "incident_id": 997079,
+          "date": "2017-11-28",
+          "state": "Washington",
+          "city_or_county": "Seattle",
+          "address": "3000 block of 14th Ave W",
+          "n_killed": 1,
+          "n_injured": 1,
+          "incident_url": "http://www.gunviolencearchive.org/incident/997079",
+          "source_url": "http://www.kiro7.com/news/local/woman-shot-man-dead-in-queen-anne-attempted-murder-suicide/655129991",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 7.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Shot - Wounded/Injured||Shot - Dead (murder, accidental, suicide)||Suicide^||Attempted Murder/Suicide (one variable unsuccessful)||Domestic Violence",
+          "latitude": 47.6466,
+          "location_description": null,
+          "longitude": -122.375,
+          "n_guns_involved": 1.0,
+          "notes": "shot wife then self",
+          "participant_age": "0::70||1::70",
+          "participant_age_group": "0::Adult 18+||1::Adult 18+",
+          "participant_gender": "0::Female||1::Male",
+          "participant_name": null,
+          "participant_relationship": "1::Significant others - current or former",
+          "participant_status": "0::Injured||1::Killed",
+          "participant_type": "0::Victim||1::Subject-Suspect",
+          "sources": "http://komonews.com/news/local/1-dead-woman-injured-after-shooting-in-seattles-interbay-area||http://www.kiro7.com/news/local/woman-shot-man-dead-in-queen-anne-attempted-murder-suicide/655129991",
+          "state_house_district": 36.0,
+          "state_senate_district": 36.0
+        }
+      },
+      {
+        "scenario_id": "090",
+        "features": {
+          "incident_id": 463642,
+          "date": "2015-12-11",
+          "state": "Maryland",
+          "city_or_county": "Baltimore",
+          "address": "5100 block of Park Heights Avenue",
+          "n_killed": 1,
+          "n_injured": 3,
+          "incident_url": "http://www.gunviolencearchive.org/incident/463642",
+          "source_url": "http://www.baltimoresun.com/news/maryland/crime/blog/bs-md-ci-homicide-20151211-story.html",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 7.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Shot - Wounded/Injured||Shot - Dead (murder, accidental, suicide)||Mass Shooting (4+ victims injured or killed excluding the subject/suspect/perpetrator, one location)",
+          "latitude": 39.3483,
+          "location_description": null,
+          "longitude": -76.6751,
+          "n_guns_involved": null,
+          "notes": null,
+          "participant_age": "0::27||1::17||2::21||3::24",
+          "participant_age_group": "0::Adult 18+||1::Teen 12-17||2::Adult 18+||3::Adult 18+",
+          "participant_gender": "0::Male||1::Male||2::Female||3::Male",
+          "participant_name": "0::Evan Davis",
+          "participant_relationship": null,
+          "participant_status": "0::Killed||1::Injured||2::Injured||3::Injured",
+          "participant_type": "0::Victim||1::Victim||2::Victim||3::Victim",
+          "sources": "http://www.baltimoresun.com/news/maryland/crime/blog/bs-md-ci-homicide-20151211-story.html",
+          "state_house_district": 41.0,
+          "state_senate_district": 41.0
+        }
+      },
+      {
+        "scenario_id": "091",
+        "features": {
+          "incident_id": 262012,
+          "date": "2014-12-11",
+          "state": "Missouri",
+          "city_or_county": "Springfield",
+          "address": "1040 S. Missouri Avenue",
+          "n_killed": 1,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/262012",
+          "source_url": "http://www.ky3.com/news/local/neighbor-heard-4-shots-before-man-was-found-dead/21048998_30181160",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 7.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Shot - Dead (murder, accidental, suicide)",
+          "latitude": 37.1953,
+          "location_description": null,
+          "longitude": -93.3016,
+          "n_guns_involved": null,
+          "notes": null,
+          "participant_age": "0::26",
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Male",
+          "participant_name": "0::Joshua Kelley",
+          "participant_relationship": null,
+          "participant_status": "0::Killed",
+          "participant_type": "0::Victim",
+          "sources": "http://www.ky3.com/news/local/neighbor-heard-4-shots-before-man-was-found-dead/21048998_30181160",
+          "state_house_district": 132.0,
+          "state_senate_district": 30.0
+        }
+      },
+      {
+        "scenario_id": "095",
+        "features": {
+          "incident_id": 140995,
+          "date": "2014-05-29",
+          "state": "Michigan",
+          "city_or_county": "Detroit",
+          "address": "12828 Fenkell",
+          "n_killed": 1,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/140995",
+          "source_url": "http://www.mlive.com/news/detroit/index.ssf/2014/06/cpl_holder_accidentally_kills.html",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 14.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Accidental Shooting||Accidental Shooting - Death||Defensive Use",
+          "latitude": 42.4023,
+          "location_description": null,
+          "longitude": -83.1708,
+          "n_guns_involved": null,
+          "notes": "Djs R Us - Storeowner shot at thief who ducked. Bullet hit innocent bystander, killing him. Legal CPL weapon",
+          "participant_age": "0::19",
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Male",
+          "participant_name": "0::Senghore Ball ",
+          "participant_relationship": null,
+          "participant_status": "0::Killed",
+          "participant_type": "0::Victim",
+          "sources": "http://www.freep.com/article/20140530/NEWS01/305300181/detroit-fatal-shooting||http://www.mlive.com/news/detroit/index.ssf/2014/06/cpl_holder_accidentally_kills.html",
+          "state_house_district": 8.0,
+          "state_senate_district": 3.0
+        }
+      },
+      {
+        "scenario_id": "105",
+        "features": {
+          "incident_id": 170557,
+          "date": "2014-01-19",
+          "state": "Indiana",
+          "city_or_county": "Indianapolis",
+          "address": "1800 block of South Belmont Avenue.",
+          "n_killed": 1,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/170557",
+          "source_url": "http://www.indystar.com/story/news/crime/2014/02/02/slain-pizza-driver-was-local-musician/5105763/",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 7.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Shot - Dead (murder, accidental, suicide)||Armed robbery with injury/death and/or evidence of DGU found||Car-jacking||Possession (gun(s) found during commission of other crimes)",
+          "latitude": 39.7424,
+          "location_description": null,
+          "longitude": -86.1967,
+          "n_guns_involved": null,
+          "notes": "PIzza driver robbed, shot, and killed. Car abandoned by 2 suspects in Wyoming; apprehended right after.",
+          "participant_age": "0::49||1::26||2::22",
+          "participant_age_group": "0::Adult 18+||1::Adult 18+||2::Adult 18+",
+          "participant_gender": "0::Male||1::Male||2::Male",
+          "participant_name": "0::John Sullivan||1::Jeremiah Roberts||2::Derek Romano",
+          "participant_relationship": null,
+          "participant_status": "0::Killed||1::Unharmed||2::Unharmed",
+          "participant_type": "0::Victim||1::Subject-Suspect||2::Subject-Suspect",
+          "sources": "http://www.indystar.com/story/news/crime/2014/02/02/slain-pizza-driver-was-local-musician/5105763/",
+          "state_house_district": 97.0,
+          "state_senate_district": 35.0
+        }
+      },
+      {
+        "scenario_id": "106",
+        "features": {
+          "incident_id": 276091,
+          "date": "2015-01-05",
+          "state": "Florida",
+          "city_or_county": "Tampa",
+          "address": "3100 block of North Jefferson Street",
+          "n_killed": 1,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/276091",
+          "source_url": "http://tbo.com/news/crime/tampa-police-investigating-two-unrelated-shooting-deaths-20150105/",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 14.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Shot - Dead (murder, accidental, suicide)",
+          "latitude": 27.9632,
+          "location_description": null,
+          "longitude": -82.4566,
+          "n_guns_involved": null,
+          "notes": "Male shot killed",
+          "participant_age": "0::18",
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Male",
+          "participant_name": "0::Lyfe Coleman",
+          "participant_relationship": null,
+          "participant_status": "0::Killed",
+          "participant_type": "0::Victim",
+          "sources": "http://tbo.com/news/crime/tampa-police-investigating-two-unrelated-shooting-deaths-20150105/",
+          "state_house_district": 61.0,
+          "state_senate_district": 19.0
+        }
+      },
+      {
+        "scenario_id": "110",
+        "features": {
+          "incident_id": 96062,
+          "date": "2014-01-12",
+          "state": "Pennsylvania",
+          "city_or_county": "Chester",
+          "address": "2900 block of West 3rd Street. ",
+          "n_killed": 1,
+          "n_injured": 1,
+          "incident_url": "http://www.gunviolencearchive.org/incident/96062",
+          "source_url": "http://articles.philly.com/2014-01-14/news/46153194_1_robbery-victim-chester-bar-dead-man",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 1.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Shot - Wounded/Injured||Shot - Dead (murder, accidental, suicide)||Armed robbery with injury/death and/or evidence of DGU found||Possession (gun(s) found during commission of other crimes)||Brandishing/flourishing/open carry/lost/found||Defensive Use",
+          "latitude": 39.8314,
+          "location_description": null,
+          "longitude": -75.3923,
+          "n_guns_involved": null,
+          "notes": null,
+          "participant_age": "1::31",
+          "participant_age_group": "0::Adult 18+||1::Adult 18+",
+          "participant_gender": "0::Male||1::Male",
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": "0::Injured||1::Killed",
+          "participant_type": "0::Victim||1::Subject-Suspect",
+          "sources": "http://abclocal.go.com/wpvi/story||http://articles.philly.com/2014-01-14/news/46153194_1_robbery-victim-chester-bar-dead-man",
+          "state_house_district": null,
+          "state_senate_district": null
+        }
+      },
+      {
+        "scenario_id": "111",
+        "features": {
+          "incident_id": 386694,
+          "date": "2015-07-12",
+          "state": "Maryland",
+          "city_or_county": "Baltimore",
+          "address": "1200 block of North Caroline Street",
+          "n_killed": 1,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/386694",
+          "source_url": "http://data.baltimoresun.com/bing-maps/homicides/index.php?show_results=UPDATE+MAP&range=30&district=all&zipcode=All&cause=shooting&age=all&gender=all&race=all&article=all",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 7.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Shot - Dead (murder, accidental, suicide)",
+          "latitude": 39.3043,
+          "location_description": null,
+          "longitude": -76.5984,
+          "n_guns_involved": null,
+          "notes": null,
+          "participant_age": "0::39",
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Male",
+          "participant_name": "0::Tyrone Johnson",
+          "participant_relationship": null,
+          "participant_status": "0::Killed",
+          "participant_type": "0::Victim",
+          "sources": "http://data.baltimoresun.com/bing-maps/homicides/index.php?show_results=UPDATE+MAP&range=30&district=all&zipcode=All&cause=shooting&age=all&gender=all&race=all&article=all",
+          "state_house_district": 45.0,
+          "state_senate_district": 45.0
+        }
+      },
+      {
+        "scenario_id": "118",
+        "features": {
+          "incident_id": 478385,
+          "date": "2016-01-03",
+          "state": "Florida",
+          "city_or_county": "Fort Pierce",
+          "address": "18th Street",
+          "n_killed": 1,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/478385",
+          "source_url": "http://www.wpbf.com/news/man-shot-to-death-while-walking-in-fort-pierce/37251662",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 18.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Shot - Dead (murder, accidental, suicide)",
+          "latitude": 27.4566,
+          "location_description": null,
+          "longitude": -80.3427,
+          "n_guns_involved": 1.0,
+          "notes": null,
+          "participant_age": "0::20",
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Male||1::Male",
+          "participant_name": "0::Anthony Guzman",
+          "participant_relationship": null,
+          "participant_status": "0::Killed||1::Unharmed",
+          "participant_type": "0::Victim||1::Subject-Suspect",
+          "sources": "http://www.wpbf.com/news/man-shot-to-death-while-walking-in-fort-pierce/37251662",
+          "state_house_district": 84.0,
+          "state_senate_district": 32.0
+        }
+      },
+      {
+        "scenario_id": "126",
+        "features": {
+          "incident_id": 866691,
+          "date": "2017-06-13",
+          "state": "Oklahoma",
+          "city_or_county": "Oklahoma City",
+          "address": "9401 S Shartel Ave",
+          "n_killed": 1,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/866691",
+          "source_url": "http://www.koco.com/article/man-dies-after-tuesday-night-shooting-at-southwest-okc-apartment-complex/10027216",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 4.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Shot - Dead (murder, accidental, suicide)",
+          "latitude": 35.3744,
+          "location_description": "Brookwood Village Apartments",
+          "longitude": -97.524,
+          "n_guns_involved": 1.0,
+          "notes": null,
+          "participant_age": "0::19",
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Male",
+          "participant_name": "0::Steven Morgan",
+          "participant_relationship": null,
+          "participant_status": "0::Killed",
+          "participant_type": "0::Victim",
+          "sources": "http://kfor.com/2017/06/13/police-investigating-shooting-in-southwest-oklahoma-city/||http://www.koco.com/article/man-dies-after-tuesday-night-shooting-at-southwest-okc-apartment-complex/10027216",
+          "state_house_district": 91.0,
+          "state_senate_district": 45.0
+        }
+      },
+      {
+        "scenario_id": "136",
+        "features": {
+          "incident_id": 308050,
+          "date": "2015-03-13",
+          "state": "Arkansas",
+          "city_or_county": "Springdale",
+          "address": "32 Applegate Drive",
+          "n_killed": 1,
+          "n_injured": 2,
+          "incident_url": "http://www.gunviolencearchive.org/incident/308050",
+          "source_url": "http://www.arkansasonline.com/news/2015/mar/14/1-dead-2-hurt-teen-held-in-springdale-s/?f=crime",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 3.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Shot - Wounded/Injured||Shot - Dead (murder, accidental, suicide)",
+          "latitude": 36.1764,
+          "location_description": null,
+          "longitude": -94.1223,
+          "n_guns_involved": null,
+          "notes": "1 killed, 2 wounded",
+          "participant_age": "0::18||1::21||2::14||3::17",
+          "participant_age_group": "0::Adult 18+||1::Adult 18+||2::Teen 12-17||3::Teen 12-17",
+          "participant_gender": "0::Male||1::Female||2::Male||3::Male",
+          "participant_name": "0::Fabian Rodriguez||1::Savannah Smith",
+          "participant_relationship": null,
+          "participant_status": "0::Killed||1::Injured||2::Injured||3::Unharmed, Arrested",
+          "participant_type": "0::Victim||1::Victim||2::Victim||3::Subject-Suspect",
+          "sources": "http://www.arkansasonline.com/news/2015/mar/14/1-dead-2-hurt-teen-held-in-springdale-s/?f=crime",
+          "state_house_district": 89.0,
+          "state_senate_district": 7.0
+        }
+      },
+      {
+        "scenario_id": "137",
+        "features": {
+          "incident_id": 106345,
+          "date": "2014-02-13",
+          "state": "Arizona",
+          "city_or_county": "Phoenix",
+          "address": "I-17 and Osborne ",
+          "n_killed": 1,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/106345",
+          "source_url": "http://www.myfoxphoenix.com/story/24712468/2014/02/13/possibly-shooting-at-phoenix-apartments",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 7.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Shot - Dead (murder, accidental, suicide)",
+          "latitude": 33.5362,
+          "location_description": null,
+          "longitude": -112.095,
+          "n_guns_involved": null,
+          "notes": null,
+          "participant_age": null,
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": null,
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": "0::Killed",
+          "participant_type": "0::Victim",
+          "sources": "http://www.myfoxphoenix.com/story/24712468/2014/02/13/possibly-shooting-at-phoenix-apartments",
+          "state_house_district": 24.0,
+          "state_senate_district": 24.0
+        }
+      },
+      {
+        "scenario_id": "141",
+        "features": {
+          "incident_id": 877721,
+          "date": "2017-06-27",
+          "state": "Texas",
+          "city_or_county": "Amarillo",
+          "address": "601 S Nelson St",
+          "n_killed": 1,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/877721",
+          "source_url": "http://abc7amarillo.com/news/local/one-dead-in-officer-involved-shooting-in-north-amarillo",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 13.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Handgun",
+          "incident_characteristics": "Shot - Dead (murder, accidental, suicide)||Officer Involved Incident||Officer Involved Shooting - subject/suspect/perpetrator killed||Domestic Violence||Brandishing/flourishing/open carry/lost/found",
+          "latitude": 35.204,
+          "location_description": "Nelson Street Apartments",
+          "longitude": -101.806,
+          "n_guns_involved": 1.0,
+          "notes": "respond to dv, shot suspect with handgun after fail tase",
+          "participant_age": "0::35",
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Male",
+          "participant_name": "0::Jason Magana Herrera",
+          "participant_relationship": null,
+          "participant_status": "0::Killed",
+          "participant_type": "0::Subject-Suspect",
+          "sources": "http://amarillo.com/news/local-news/2017-06-27/amarillo-police-officer-shoots-kills-man-who-pointed-gut||http://abc7amarillo.com/news/local/one-dead-in-officer-involved-shooting-in-north-amarillo",
+          "state_house_district": null,
+          "state_senate_district": 31.0
+        }
+      },
+      {
+        "scenario_id": "143",
+        "features": {
+          "incident_id": 360045,
+          "date": "2015-06-18",
+          "state": "Texas",
+          "city_or_county": "Fort Worth",
+          "address": "9000 block of Brian Way Circle",
+          "n_killed": 1,
+          "n_injured": 1,
+          "incident_url": "http://www.gunviolencearchive.org/incident/360045",
+          "source_url": "http://www.star-telegram.com/news/local/community/fort-worth/article100424737.html",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 12.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::22 LR",
+          "incident_characteristics": "Shot - Wounded/Injured||Shot - Dead (murder, accidental, suicide)||Armed robbery with injury/death and/or evidence of DGU found",
+          "latitude": 32.7344,
+          "location_description": "Bent Tree Apartments",
+          "longitude": -97.4734,
+          "n_guns_involved": 1.0,
+          "notes": "1 killed, 1 inj. Armed robbery.",
+          "participant_age": "0::21||1::23||2::17||3::17||4::20||5::16",
+          "participant_age_group": "0::Adult 18+||1::Adult 18+||2::Teen 12-17||3::Teen 12-17||4::Adult 18+||5::Teen 12-17",
+          "participant_gender": "0::Male||1::Male||2::Male||3::Male||4::Male",
+          "participant_name": "1::Eleaquin Cardona||2::Duane C. Thomas||3::Jamal Lee Washington||4::Erik Morales",
+          "participant_relationship": "2::Armed Robbery||3::Armed Robbery||4::Armed Robbery",
+          "participant_status": "0::Injured||1::Killed||2::Unharmed, Arrested||3::Unharmed, Arrested||4::Unharmed, Arrested||5::Unharmed, Arrested",
+          "participant_type": "0::Victim||1::Victim||2::Subject-Suspect||3::Subject-Suspect||4::Subject-Suspect||5::Subject-Suspect",
+          "sources": "http://www.wfaa.com/story/news/crime/2015/06/18/fwpd-searching-for-suspects-in-fatal-apartment-shooting/28912863/||http://dfw.cbslocal.com/2015/06/18/suspects-sought-in-fatal-fort-worth-shooting/||http://www.star-telegram.com/news/local/community/fort-worth/article99973317.html||http://www.star-telegram.com/news/local/community/fort-worth/article100424737.html",
+          "state_house_district": 97.0,
+          "state_senate_district": 12.0
+        }
+      },
+      {
+        "scenario_id": "144",
+        "features": {
+          "incident_id": 866729,
+          "date": "2017-06-13",
+          "state": "Illinois",
+          "city_or_county": "Chicago",
+          "address": "5000 block of S Drexel",
+          "n_killed": 1,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/866729",
+          "source_url": "http://chicago.suntimes.com/news/police-person-found-dead-with-gunshot-wounds-in-south-side-building/",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 1.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Shot - Dead (murder, accidental, suicide)",
+          "latitude": 41.8041,
+          "location_description": "Kenwood neighborhood",
+          "longitude": -87.6042,
+          "n_guns_involved": 1.0,
+          "notes": "Victim's body found in building, shot head, rt. side;",
+          "participant_age": "0::28",
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Male",
+          "participant_name": "0::Deandre Smith",
+          "participant_relationship": null,
+          "participant_status": "0::Killed",
+          "participant_type": "0::Victim",
+          "sources": "http://chicago.suntimes.com/news/police-person-found-dead-with-gunshot-wounds-in-south-side-building/",
+          "state_house_district": 26.0,
+          "state_senate_district": 13.0
+        }
+      },
+      {
+        "scenario_id": "150",
+        "features": {
+          "incident_id": 646672,
+          "date": "2016-09-02",
+          "state": "Ohio",
+          "city_or_county": "Port Clinton",
+          "address": "State Rt. 2",
+          "n_killed": 1,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/646672",
+          "source_url": "http://www.toledoblade.com/Police-Fire/2016/09/02/Man-shoots-self-during-traffic-stop-near-Port-Clinton.html",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 9.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Shot - Dead (murder, accidental, suicide)||Suicide^||Officer Involved Incident||Officer Involved Shooting - subject/suspect/perpetrator surrender at standoff",
+          "latitude": 41.5051,
+          "location_description": null,
+          "longitude": -82.9792,
+          "n_guns_involved": 1.0,
+          "notes": "Man wanted on felony arrest warrants commits suicide during traffic stop;",
+          "participant_age": "0::48",
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Male",
+          "participant_name": "0::Douglas Kapel",
+          "participant_relationship": null,
+          "participant_status": "0::Killed",
+          "participant_type": "0::Victim",
+          "sources": "http://www.toledoblade.com/Police-Fire/2016/09/02/Man-shoots-self-during-traffic-stop-near-Port-Clinton.html",
+          "state_house_district": 89.0,
+          "state_senate_district": 2.0
+        }
+      },
+      {
+        "scenario_id": "152",
+        "features": {
+          "incident_id": 828186,
+          "date": "2017-04-25",
+          "state": "Illinois",
+          "city_or_county": "Chicago",
+          "address": "1400 block of West Jonquil",
+          "n_killed": 1,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/828186",
+          "source_url": "https://www.dnainfo.com/chicago/20170425/rogers-park/man-shot-dead-rogers-park-at-7-am-tuesday",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 9.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Shot - Dead (murder, accidental, suicide)",
+          "latitude": 42.0211,
+          "location_description": "Rogers Park",
+          "longitude": -87.6666,
+          "n_guns_involved": 1.0,
+          "notes": "Shot, head, killed;",
+          "participant_age": "0::18",
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Male",
+          "participant_name": "0::Darlis Nkolomoni",
+          "participant_relationship": null,
+          "participant_status": "0::Killed",
+          "participant_type": "0::Victim",
+          "sources": "http://chicago.suntimes.com/news/police-man-fatally-shot-in-rogers-park/||https://www.dnainfo.com/chicago/20170425/rogers-park/man-shot-dead-rogers-park-at-7-am-tuesday",
+          "state_house_district": 14.0,
+          "state_senate_district": 7.0
+        }
+      },
+      {
+        "scenario_id": "153",
+        "features": {
+          "incident_id": 888994,
+          "date": "2017-07-11",
+          "state": "Nebraska",
+          "city_or_county": "Hershey",
+          "address": "E 2nd St",
+          "n_killed": 1,
+          "n_injured": 1,
+          "incident_url": "http://www.gunviolencearchive.org/incident/888994",
+          "source_url": "http://krvn.com/regional-news/shooting-in-hershey/",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 3.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::40 SW",
+          "incident_characteristics": "Shot - Wounded/Injured||Shot - Dead (murder, accidental, suicide)||Suicide^||Domestic Violence",
+          "latitude": 41.1575,
+          "location_description": null,
+          "longitude": -100.998,
+          "n_guns_involved": 1.0,
+          "notes": "struggle between suspect and girlfriend's mother, shot vic in hand, then shot self with handgun",
+          "participant_age": "1::22",
+          "participant_age_group": "0::Adult 18+||1::Adult 18+",
+          "participant_gender": "0::Female||1::Male",
+          "participant_name": "0::Alisha Imler||1::Taylon Thompson",
+          "participant_relationship": null,
+          "participant_status": "0::Injured||1::Killed",
+          "participant_type": "0::Victim||1::Subject-Suspect",
+          "sources": "http://krvn.com/regional-news/hershey-shooting-and-apparent-suicide/||http://krvn.com/regional-news/shooting-in-hershey/",
+          "state_house_district": null,
+          "state_senate_district": 42.0
+        }
+      },
+      {
+        "scenario_id": "156",
+        "features": {
+          "incident_id": 453113,
+          "date": "2015-11-23",
+          "state": "New Jersey",
+          "city_or_county": "Jersey City",
+          "address": "Old Bergen Road and Neptune Avenue",
+          "n_killed": 1,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/453113",
+          "source_url": "http://www.nj.com/hudson/index.ssf/2015/11/prosecutors_officer_confirms_fatal_afternoon_shoot.html#incart_river_index",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 10.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Shot - Dead (murder, accidental, suicide)",
+          "latitude": 40.6934,
+          "location_description": null,
+          "longitude": -74.0959,
+          "n_guns_involved": null,
+          "notes": null,
+          "participant_age": "0::33",
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Male",
+          "participant_name": "0::Markice Hatten",
+          "participant_relationship": null,
+          "participant_status": "0::Killed",
+          "participant_type": "0::Victim",
+          "sources": "http://www.nj.com/hudson/index.ssf/2015/11/prosecutors_officer_confirms_fatal_afternoon_shoot.html#incart_river_index||http://www.nj.com/hudson/index.ssf/2015/11/prosecutors_officer_confirms_fatal_afternoon_shoot.html#incart_river_index",
+          "state_house_district": 31.0,
+          "state_senate_district": 31.0
+        }
+      },
+      {
+        "scenario_id": "158",
+        "features": {
+          "incident_id": 787669,
+          "date": "2017-03-04",
+          "state": "Texas",
+          "city_or_county": "Denton",
+          "address": "200 block of Royal Oaks Pl",
+          "n_killed": 2,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/787669",
+          "source_url": "http://www.star-telegram.com/news/local/community/northeast-tarrant/article136678643.html",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 26.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Shot - Dead (murder, accidental, suicide)||Suicide^||Murder/Suicide||Domestic Violence",
+          "latitude": 33.1631,
+          "location_description": null,
+          "longitude": -97.1303,
+          "n_guns_involved": 1.0,
+          "notes": "2 killed, domestic violence murder-suicide. man shoots wife and then himself",
+          "participant_age": "0::70||1::70",
+          "participant_age_group": "0::Adult 18+||1::Adult 18+",
+          "participant_gender": "0::Female||1::Male",
+          "participant_name": "0::Ruth Lenora Bain||1::Joe William Bain",
+          "participant_relationship": "1::Family",
+          "participant_status": "0::Killed||1::Killed",
+          "participant_type": "0::Victim||1::Subject-Suspect",
+          "sources": "http://dfw.cbslocal.com/2017/03/04/eldery-woman-shot-and-killed-in-denton-suspect-found-with-gunshot-wound/||http://www.dentonrc.com/local-news/local-news-headlines/20170305-couple-in-denton-shooting-identified.ece||http://www.wfaa.com/news/local/suspect-calls-911-after-shooting-elderly-woman-in-denton/419836402||http://www.star-telegram.com/news/local/community/northeast-tarrant/article136678643.html",
+          "state_house_district": null,
+          "state_senate_district": 12.0
+        }
+      },
+      {
+        "scenario_id": "159",
+        "features": {
+          "incident_id": 329835,
+          "date": "2015-04-26",
+          "state": "Oklahoma",
+          "city_or_county": "Muskogee",
+          "address": "4010 South 32nd Street",
+          "n_killed": 2,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/329835",
+          "source_url": "http://www.tulsaworld.com/communities/muskogee/man-charged-in-april-double-murder-in-muskogee/article_138ecbf1-a20f-5d9f-a492-585a78e1ee7a.html",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 2.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Shot - Dead (murder, accidental, suicide)",
+          "latitude": 35.7097,
+          "location_description": null,
+          "longitude": -95.4026,
+          "n_guns_involved": null,
+          "notes": null,
+          "participant_age": "0::25||1::19||2::24",
+          "participant_age_group": "0::Adult 18+||1::Adult 18+||2::Adult 18+",
+          "participant_gender": "0::Male||1::Female||2::Male",
+          "participant_name": "0::Nicholas Rutherford||1::Abby Seals||2::Eleno Maldonado Jr.",
+          "participant_relationship": null,
+          "participant_status": "0::Killed||1::Killed||2::Unharmed, Arrested",
+          "participant_type": "0::Victim||1::Victim||2::Subject-Suspect",
+          "sources": "http://www.news9.com/story/28903090/two-found-dead-near-muskogee-sheriffs-office-investigating||http://www.newson6.com/story/28908798/sheriff-ids-victims-in-muskogee-shooting-near-strip-club||http://www.tulsaworld.com/communities/muskogee/man-charged-in-april-double-murder-in-muskogee/article_138ecbf1-a20f-5d9f-a492-585a78e1ee7a.html",
+          "state_house_district": 13.0,
+          "state_senate_district": 9.0
+        }
+      },
+      {
+        "scenario_id": "163",
+        "features": {
+          "incident_id": 497617,
+          "date": "2016-02-01",
+          "state": "Indiana",
+          "city_or_county": "Hammond",
+          "address": "7800 block of Northcote Avenue",
+          "n_killed": 1,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/497617",
+          "source_url": "http://www.nwitimes.com/news/local/lake/update-hammond-standoff-ends-in-suicide/article_84bfacab-6018-5073-987e-25c0f832abad.html",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 1.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::9mm",
+          "incident_characteristics": "Shot - Dead (murder, accidental, suicide)||Suicide^||Officer Involved Incident||Officer Involved Shooting - subject/suspect/perpetrator suicide at standoff",
+          "latitude": 41.572,
+          "location_description": null,
+          "longitude": -87.4858,
+          "n_guns_involved": 1.0,
+          "notes": "Man believed to be suicidal found shot, killed, suicide, in home, after SWAT standoff of 2 hours;",
+          "participant_age": "0::25",
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Male",
+          "participant_name": "0::Luis Torres Jr.",
+          "participant_relationship": null,
+          "participant_status": "0::Killed",
+          "participant_type": "0::Subject-Suspect",
+          "sources": "http://www.nwitimes.com/news/local/lake/update-hammond-standoff-ends-in-suicide/article_84bfacab-6018-5073-987e-25c0f832abad.html",
+          "state_house_district": 12.0,
+          "state_senate_district": 1.0
+        }
+      },
+      {
+        "scenario_id": "168",
+        "features": {
+          "incident_id": 593725,
+          "date": "2016-06-28",
+          "state": "Missouri",
+          "city_or_county": "Windsor",
+          "address": "300 Winchell Street",
+          "n_killed": 1,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/593725",
+          "source_url": "http://www.dothaneagle.com/news/ap/state/year-old-missouri-man-charged-in-deadly-shooting/article_5d9bb9e3-cbb3-5ae6-bd4d-7085cd384b17.html",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 4.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Shot - Dead (murder, accidental, suicide)",
+          "latitude": 38.5394,
+          "location_description": null,
+          "longitude": -93.5155,
+          "n_guns_involved": null,
+          "notes": null,
+          "participant_age": "0::45||1::44",
+          "participant_age_group": "0::Adult 18+||1::Adult 18+",
+          "participant_gender": "0::Male||1::Male",
+          "participant_name": "0::Terry Lynn Maples||1::Jeffrey Dean Watring",
+          "participant_relationship": null,
+          "participant_status": "0::Killed||1::Unharmed, Arrested",
+          "participant_type": "0::Victim||1::Subject-Suspect",
+          "sources": "http://sedaliademocrat.com/news/13443/windsor-man-charged-in-tuesday-murder||http://www.dothaneagle.com/news/ap/state/year-old-missouri-man-charged-in-deadly-shooting/article_5d9bb9e3-cbb3-5ae6-bd4d-7085cd384b17.html",
+          "state_house_district": 57.0,
+          "state_senate_district": 31.0
+        }
+      },
+      {
+        "scenario_id": "170",
+        "features": {
+          "incident_id": 311878,
+          "date": "2015-03-22",
+          "state": "Montana",
+          "city_or_county": "Billings",
+          "address": "3400 block of Cherylon Street",
+          "n_killed": 1,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/311878",
+          "source_url": "http://billingsgazette.com/news/local/crime-and-courts/woman-shot-in-heights-on-sunday-dies-monday-officials-release/article_753e9e0d-0ac8-5a7e-ae8e-2b96212864f1.html",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 1.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Handgun",
+          "incident_characteristics": "Shot - Dead (murder, accidental, suicide)||Drug involvement",
+          "latitude": 45.864,
+          "location_description": null,
+          "longitude": -108.45,
+          "n_guns_involved": 1.0,
+          "notes": null,
+          "participant_age": "0::22||1::31",
+          "participant_age_group": "0::Adult 18+||1::Adult 18+",
+          "participant_gender": "0::Female||1::Male",
+          "participant_name": "0::Kayla Jeanette Kinder||1::John Edward Szydlowski",
+          "participant_relationship": null,
+          "participant_status": "0::Killed||1::Unharmed, Arrested",
+          "participant_type": "0::Victim||1::Subject-Suspect",
+          "sources": "http://billingsgazette.com/news/local/man-arrested-in-sunday-shooting-walked-away-from-prerelease-on/article_8f9a9c63-3756-57cc-a644-9be936e5e4f0.html||http://billingsgazette.com/news/local/crime-and-courts/woman-shot-in-heights-on-sunday-dies-monday-officials-release/article_753e9e0d-0ac8-5a7e-ae8e-2b96212864f1.html",
+          "state_house_district": null,
+          "state_senate_district": null
+        }
+      },
+      {
+        "scenario_id": "172",
+        "features": {
+          "incident_id": 668611,
+          "date": "2016-06-26",
+          "state": "Louisiana",
+          "city_or_county": "Harvey",
+          "address": "4100 block of Peters Road",
+          "n_killed": 1,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/668611",
+          "source_url": "http://www.nola.com/crime/index.ssf/2016/09/cordaryle_robert_terrance_call.html#incart_river_index",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 2.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Shot - Dead (murder, accidental, suicide)||Armed robbery with injury/death and/or evidence of DGU found||Car-jacking",
+          "latitude": 29.8465,
+          "location_description": null,
+          "longitude": -90.0559,
+          "n_guns_involved": 1.0,
+          "notes": "1 killed. Armed robbery. Car-jacking. Female suspect lures victim to a meeting via Facebook and then male suspec shoots him.",
+          "participant_age": "0::25||1::29||2::23",
+          "participant_age_group": "0::Adult 18+||1::Adult 18+||2::Adult 18+",
+          "participant_gender": "0::Male||1::Male||2::Female",
+          "participant_name": "0::Cordaryle Robert||1::Terrance Calloway||2::Dana Calloway",
+          "participant_relationship": null,
+          "participant_status": "0::Killed||1::Unharmed, Arrested||2::Unharmed, Arrested",
+          "participant_type": "0::Victim||1::Subject-Suspect||2::Subject-Suspect",
+          "sources": "http://www.nola.com/crime/index.ssf/2016/09/cordaryle_robert_terrance_call.html#incart_river_index",
+          "state_house_district": 87.0,
+          "state_senate_district": 8.0
+        }
+      },
+      {
+        "scenario_id": "176",
+        "features": {
+          "incident_id": 402318,
+          "date": "2015-08-25",
+          "state": "Virginia",
+          "city_or_county": "Hampton",
+          "address": "815 Lasalle Avenue",
+          "n_killed": 1,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/402318",
+          "source_url": "http://www.dailypress.com/news/crime/dp-man-shot-killed-in-hampton-shooting-near-lasalle-avenue-police-say-20150825-story.html",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 3.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Shot - Dead (murder, accidental, suicide)",
+          "latitude": 37.0232,
+          "location_description": "LaSalle Garden Apartment",
+          "longitude": -76.3636,
+          "n_guns_involved": null,
+          "notes": "man shot to death after argument",
+          "participant_age": "0::25||1::24",
+          "participant_age_group": "0::Adult 18+||1::Adult 18+",
+          "participant_gender": "0::Male||1::Male",
+          "participant_name": "0::Shaolin Chanham||1::Keenan A. Palmer",
+          "participant_relationship": null,
+          "participant_status": "0::Killed||1::Unharmed, Arrested",
+          "participant_type": "0::Victim||1::Subject-Suspect",
+          "sources": "http://wtkr.com/2015/08/25/person-fighting-for-life-after-shooting-in-hampton/||http://www.dailypress.com/news/crime/dp-man-shot-killed-in-hampton-shooting-near-lasalle-avenue-police-say-20150825-story.html",
+          "state_house_district": 92.0,
+          "state_senate_district": 2.0
+        }
+      },
+      {
+        "scenario_id": "188",
+        "features": {
+          "incident_id": 124637,
+          "date": "2014-04-11",
+          "state": "California",
+          "city_or_county": "Indio",
+          "address": "Avenue 44",
+          "n_killed": 1,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/124637",
+          "source_url": "http://www.kesq.com/news/police-investigating-suspicious-death-in-indio/25430260",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 36.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Shot - Dead (murder, accidental, suicide)",
+          "latitude": 33.7295,
+          "location_description": null,
+          "longitude": -116.199,
+          "n_guns_involved": null,
+          "notes": "at Mountain View apartment complex ",
+          "participant_age": "0::36",
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Male",
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": "0::Killed",
+          "participant_type": "0::Victim",
+          "sources": "http://www.kesq.com/news/police-investigating-suspicious-death-in-indio/25430260",
+          "state_house_district": 56.0,
+          "state_senate_district": 28.0
+        }
+      }
+    ],
+    "target_column": "n_killed",
+    "task_sub_type": "regression",
+    "ranking_ground_truth": {
+      "top_k_ids": [
+        "002",
+        "004",
+        "006",
+        "007",
+        "008"
+      ]
     },
-    "final_decision": {},
-    "what_if": {},
-    "ground_truth": {
-        "extracted_features": [
-            {
-                "scenario_id": "001",
-                "features": {
-                    "incident_id": 832945,
-                    "date": "2017-04-30",
-                    "state": "West Virginia",
-                    "city_or_county": "Charleston",
-                    "address": "1006 1st Avenue",
-                    "n_killed": 1,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/832945",
-                    "source_url": "http://www.wvgazettemail.com/article/20170516/GZ0118/170519652",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 2.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Shot - Dead (murder, accidental, suicide)||Drug involvement",
-                    "latitude": 38.3629,
-                    "location_description": null,
-                    "longitude": -81.6577,
-                    "n_guns_involved": 1.0,
-                    "notes": "Address is 1006 1/2, West Side, one shot and killed",
-                    "participant_age": "0::52||1::27",
-                    "participant_age_group": "0::Adult 18+||1::Adult 18+",
-                    "participant_gender": "0::Male||1::Male",
-                    "participant_name": "0::Bryan Keith Johnson||1::John Stanley Ford III",
-                    "participant_relationship": null,
-                    "participant_status": "0::Killed||1::Unharmed, Arrested",
-                    "participant_type": "0::Victim||1::Subject-Suspect",
-                    "sources": "http://www.wsaz.com/content/news/Crews-respond-to-call-for-shooting-in-Charleston--420862374.html||http://www.wvgazettemail.com/article/20170501/GZ0118/170509987||http://www.tristateupdate.com/story/35289511/charleston-police-identify-man-fatally-shot-overnight||http://www.wvgazettemail.com/article/20170516/GZ0118/170519652",
-                    "state_house_district": 37.0,
-                    "state_senate_district": 8.0
-                }
-            },
-            {
-                "scenario_id": "002",
-                "features": {
-                    "incident_id": 1027000,
-                    "date": "2018-01-13",
-                    "state": "Tennessee",
-                    "city_or_county": "Powell",
-                    "address": "601 Edgemoor Rd",
-                    "n_killed": 0,
-                    "n_injured": 2,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/1027000",
-                    "source_url": "http://www.wate.com/news/top-stories/anderson-county-sheriff-deputies-investigate-shooting-on-clinton-hwy/914342994",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 3.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Shot - Wounded/Injured",
-                    "latitude": 36.0357,
-                    "location_description": "Bread Box",
-                    "longitude": -84.131,
-                    "n_guns_involved": 1.0,
-                    "notes": "Anderson Co, also found on Clinton Hey, Claxton; 3rd vic shot at, no inj",
-                    "participant_age": "0::36||1::34||2::23||3::24",
-                    "participant_age_group": "0::Adult 18+||1::Adult 18+||2::Adult 18+||3::Adult 18+",
-                    "participant_gender": "0::Male||1::Male||2::Male||3::Female",
-                    "participant_name": "0::Nathan Lynn Phillips||1::William Ernest Foster||2::Jacob Lynn Rutherford||3::Marrie Taylor Atteberry",
-                    "participant_relationship": null,
-                    "participant_status": "0::Injured||1::Injured||2::Unharmed, Arrested||3::Unharmed, Arrested",
-                    "participant_type": "0::Victim||1::Victim||2::Subject-Suspect||3::Subject-Suspect",
-                    "sources": "http://www.wate.com/news/top-stories/anderson-county-sheriff-deputies-investigate-shooting-on-clinton-hwy/914342994",
-                    "state_house_district": 33.0,
-                    "state_senate_district": 5.0
-                }
-            },
-            {
-                "scenario_id": "003",
-                "features": {
-                    "incident_id": 465538,
-                    "date": "2015-12-13",
-                    "state": "Oregon",
-                    "city_or_county": "Medford",
-                    "address": "Bartlett Street",
-                    "n_killed": 1,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/465538",
-                    "source_url": "http://www.mailtribune.com/article/20151215/NEWS/151219747/101034/NEWS?rssfeed=true",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 2.0,
-                    "gun_stolen": "0::Unknown||1::Unknown",
-                    "gun_type": "0::Handgun||1::Handgun",
-                    "incident_characteristics": "Shot - Dead (murder, accidental, suicide)",
-                    "latitude": 42.3302,
-                    "location_description": null,
-                    "longitude": -122.874,
-                    "n_guns_involved": 2.0,
-                    "notes": null,
-                    "participant_age": "0::27||1::25||2::30",
-                    "participant_age_group": "0::Adult 18+||1::Adult 18+||2::Adult 18+",
-                    "participant_gender": "0::Male||1::Male||2::Male",
-                    "participant_name": "0::Isaac Deleon||1::Shane Anthony \"Scarface\" Zornes||2::Ruben Escareno Marmolejo",
-                    "participant_relationship": null,
-                    "participant_status": "0::Killed||1::Unharmed, Arrested||2::Unharmed, Arrested",
-                    "participant_type": "0::Victim||1::Subject-Suspect||2::Subject-Suspect",
-                    "sources": "http://www.mailtribune.com/article/20151213/NEWS/151219833/101033/NEWS?rssfeed=true||http://www.mailtribune.com/article/20151216/NEWS/151219710||http://www.mailtribune.com/article/20151215/NEWS/151219747/101034/NEWS?rssfeed=true",
-                    "state_house_district": 6.0,
-                    "state_senate_district": 3.0
-                }
-            },
-            {
-                "scenario_id": "004",
-                "features": {
-                    "incident_id": 774253,
-                    "date": "2017-02-13",
-                    "state": "Florida",
-                    "city_or_county": "Palm Beach Gardens (Riviera Beach)",
-                    "address": "W 5th St and Ave H",
-                    "n_killed": 0,
-                    "n_injured": 2,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/774253",
-                    "source_url": "http://www.wptv.com/news/region-c-palm-beach-county/riviera-beach/officials-on-scene-of-shooting-in-riviera-beach",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 20.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Shot - Wounded/Injured||Drive-by (car to street, car to car)",
-                    "latitude": 26.7671,
-                    "location_description": null,
-                    "longitude": -80.0638,
-                    "n_guns_involved": 1.0,
-                    "notes": "26.767057, -80.063831",
-                    "participant_age": null,
-                    "participant_age_group": "0::Adult 18+||1::Adult 18+",
-                    "participant_gender": "0::Female||1::Female",
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": "0::Injured||1::Injured",
-                    "participant_type": "0::Victim||1::Victim",
-                    "sources": "http://www.wptv.com/news/region-c-palm-beach-county/riviera-beach/officials-on-scene-of-shooting-in-riviera-beach",
-                    "state_house_district": 88.0,
-                    "state_senate_district": 27.0
-                }
-            },
-            {
-                "scenario_id": "005",
-                "features": {
-                    "incident_id": 688645,
-                    "date": "2016-10-30",
-                    "state": "North Carolina",
-                    "city_or_county": "Charlotte",
-                    "address": "3215 Freedom Drive",
-                    "n_killed": 1,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/688645",
-                    "source_url": "http://wbtw.com/2016/10/31/nc-pizza-hut-worker-uses-gun-to-kill-suspect-during-robbery-attempt/",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": null,
-                    "gun_stolen": "0::Not-stolen||1::Unknown",
-                    "gun_type": "0::Handgun||1::Handgun",
-                    "incident_characteristics": "Shot - Dead (murder, accidental, suicide)||Institution/Group/Business||Defensive Use||Defensive Use - Victim stops crime||Defensive Use - Crime occurs, victim shoots subject/suspect/perpetrator||Defensive Use - Stand Your Ground/Castle Doctrine established||Armed robbery with injury/death and/or evidence of DGU found||Brandishing/flourishing/open carry/lost/found",
-                    "latitude": null,
-                    "location_description": "Pizza Hut",
-                    "longitude": null,
-                    "n_guns_involved": 2.0,
-                    "notes": "restaurant closed, attempt ar, employee shot 1 suspect with personal handgun, unclear if other 2 were armed",
-                    "participant_age": "1::28",
-                    "participant_age_group": "0::Adult 18+||1::Adult 18+||2::Adult 18+||3::Adult 18+",
-                    "participant_gender": "0::Male||1::Male",
-                    "participant_name": "1::Michael Renard Grace",
-                    "participant_relationship": "1::Armed Robbery||2::Armed Robbery||3::Armed Robbery",
-                    "participant_status": "0::Unharmed||1::Killed||2::Unharmed||3::Unharmed",
-                    "participant_type": "0::Victim||1::Subject-Suspect||2::Subject-Suspect||3::Subject-Suspect",
-                    "sources": "http://www.wfmynews2.com/news/crime/pizza-hut-employee-shoots-kills-robbery-suspect-police/344296829||http://wbtw.com/2016/10/31/nc-pizza-hut-worker-uses-gun-to-kill-suspect-during-robbery-attempt/",
-                    "state_house_district": null,
-                    "state_senate_district": null
-                }
-            },
-            {
-                "scenario_id": "006",
-                "features": {
-                    "incident_id": 365714,
-                    "date": "2015-06-28",
-                    "state": "Florida",
-                    "city_or_county": "Jacksonville",
-                    "address": "Arlington Expressway",
-                    "n_killed": 0,
-                    "n_injured": 1,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/365714",
-                    "source_url": "http://www.news4jax.com/news/man-shot-in-stomach-recovering/33823874",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 5.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Shot - Wounded/Injured",
-                    "latitude": 30.3275,
-                    "location_description": "Summer Oaks Apartments",
-                    "longitude": -81.5774,
-                    "n_guns_involved": null,
-                    "notes": null,
-                    "participant_age": "0::35",
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Male",
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": "0::Injured",
-                    "participant_type": "0::Victim",
-                    "sources": "http://www.news4jax.com/news/man-shot-in-stomach-recovering/33823874",
-                    "state_house_district": 13.0,
-                    "state_senate_district": 9.0
-                }
-            },
-            {
-                "scenario_id": "007",
-                "features": {
-                    "incident_id": 323729,
-                    "date": "2015-04-15",
-                    "state": "Indiana",
-                    "city_or_county": "Indianapolis",
-                    "address": "300 block of Hillside Ave",
-                    "n_killed": 0,
-                    "n_injured": 1,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/323729",
-                    "source_url": "http://fox59.com/2015/04/15/person-shot-in-leg-on-indys-near-northeast-side/",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 7.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Shot - Wounded/Injured",
-                    "latitude": 39.8286,
-                    "location_description": null,
-                    "longitude": -86.1232,
-                    "n_guns_involved": null,
-                    "notes": "Victim injured, leg; unclear.",
-                    "participant_age": null,
-                    "participant_age_group": null,
-                    "participant_gender": "0::Male",
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": "0::Injured",
-                    "participant_type": "0::Victim",
-                    "sources": "http://fox59.com/2015/04/15/person-shot-in-leg-on-indys-near-northeast-side/",
-                    "state_house_district": 96.0,
-                    "state_senate_district": 34.0
-                }
-            },
-            {
-                "scenario_id": "008",
-                "features": {
-                    "incident_id": 801080,
-                    "date": "2017-03-23",
-                    "state": "Georgia",
-                    "city_or_county": "Acworth",
-                    "address": "4335 Clairesbrook Lane",
-                    "n_killed": 0,
-                    "n_injured": 1,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/801080",
-                    "source_url": "http://www.11alive.com/news/police-investigate-shooting-in-kennesaw-subdivision/424972790",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 11.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Shot - Wounded/Injured||LOCKDOWN/ALERT ONLY: No GV Incident Occurred Onsite",
-                    "latitude": 34.057,
-                    "location_description": "Baker Heights subdivision",
-                    "longitude": -84.626,
-                    "n_guns_involved": 1.0,
-                    "notes": null,
-                    "participant_age": "0::16",
-                    "participant_age_group": "0::Teen 12-17",
-                    "participant_gender": "0::Male",
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": "0::Injured",
-                    "participant_type": "0::Victim",
-                    "sources": "http://www.11alive.com/news/police-investigate-shooting-in-kennesaw-subdivision/424972790",
-                    "state_house_district": 35.0,
-                    "state_senate_district": 37.0
-                }
-            },
-            {
-                "scenario_id": "009",
-                "features": {
-                    "incident_id": 997676,
-                    "date": "2017-11-27",
-                    "state": "Virginia",
-                    "city_or_county": "Newport News",
-                    "address": "1st block of Museum Dr",
-                    "n_killed": 1,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/997676",
-                    "source_url": "http://www.dailypress.com/news/newport-news/dp-newport-news-police-investigating-shooting-on-museum-drive-20171127-story.html",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": null,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Shot - Dead (murder, accidental, suicide)||Suicide^",
-                    "latitude": 37.0489,
-                    "location_description": null,
-                    "longitude": -76.4883,
-                    "n_guns_involved": 1.0,
-                    "notes": null,
-                    "participant_age": null,
-                    "participant_age_group": null,
-                    "participant_gender": null,
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": "0::Killed",
-                    "participant_type": "0::Victim",
-                    "sources": "http://www.dailypress.com/news/newport-news/dp-newport-news-police-investigating-shooting-on-museum-drive-20171127-story.html",
-                    "state_house_district": null,
-                    "state_senate_district": null
-                }
-            },
-            {
-                "scenario_id": "018",
-                "features": {
-                    "incident_id": 179415,
-                    "date": "2014-08-22",
-                    "state": "California",
-                    "city_or_county": "Mountain View",
-                    "address": "1 Amphitheatre Parkway",
-                    "n_killed": 1,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/179415",
-                    "source_url": "http://abc7news.com/news/young-jeezy-arrested-in-firearms-probe-after-deadly-shooting/280597/",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 18.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Shot - Dead (murder, accidental, suicide)||Possession (gun(s) found during commission of other crimes)",
-                    "latitude": 37.4233,
-                    "location_description": null,
-                    "longitude": -122.078,
-                    "n_guns_involved": null,
-                    "notes": "Wiz Khalifa concert at the Shoreline Ampitheater",
-                    "participant_age": "0::38||2::39||3::38||4::31||5::48||6::53",
-                    "participant_age_group": "0::Adult 18+||1::Adult 18+||2::Adult 18+||3::Adult 18+||4::Adult 18+||5::Adult 18+||6::Adult 18+",
-                    "participant_gender": "0::Male||1::Male||2::Male||3::Male||4::Male||5::Male||6::Female",
-                    "participant_name": "0::Eric Johnson||1::Jay \"Young Jeezy\" Jenkins||2::Kena Marshall||3::Peter Maynard||4::David Kuniansky-Altman||5::William Gilmore||6::Alexa Beason",
-                    "participant_relationship": null,
-                    "participant_status": "0::Killed||1::Unharmed||2::Unharmed||3::Unharmed||4::Unharmed||5::Unharmed||6::Unharmed",
-                    "participant_type": "0::Victim||1::Subject-Suspect||2::Subject-Suspect||3::Subject-Suspect||4::Subject-Suspect||5::Subject-Suspect||6::Subject-Suspect",
-                    "sources": "http://www.mercurynews.com/crime-courts/ci_26392919/mountain-view-one-person-shot-at-shoreline-ampitheater||http://abc7news.com/news/young-jeezy-arrested-in-firearms-probe-after-deadly-shooting/280597/",
-                    "state_house_district": 24.0,
-                    "state_senate_district": 13.0
-                }
-            },
-            {
-                "scenario_id": "024",
-                "features": {
-                    "incident_id": 869272,
-                    "date": "2017-06-16",
-                    "state": "Indiana",
-                    "city_or_county": "Richmond",
-                    "address": "100 block of Richmond Ave",
-                    "n_killed": 2,
-                    "n_injured": 1,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/869272",
-                    "source_url": "http://www.theindychannel.com/news/crime/two-killed-one-wounded-in-shooting-at-richmond-home-following-argument",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 6.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Shot - Wounded/Injured||Shot - Dead (murder, accidental, suicide)",
-                    "latitude": 39.8347,
-                    "location_description": null,
-                    "longitude": -84.9014,
-                    "n_guns_involved": 1.0,
-                    "notes": null,
-                    "participant_age": null,
-                    "participant_age_group": "0::Adult 18+||1::Adult 18+||2::Adult 18+",
-                    "participant_gender": "0::Male||1::Male||2::Male",
-                    "participant_name": "0::Bishop Oliver||1::Shawn Sams||2::Chris Crawley",
-                    "participant_relationship": null,
-                    "participant_status": "0::Killed||1::Killed||2::Injured",
-                    "participant_type": "0::Victim||1::Victim||2::Victim",
-                    "sources": "http://www.theindychannel.com/news/crime/two-killed-one-wounded-in-shooting-at-richmond-home-following-argument",
-                    "state_house_district": 56.0,
-                    "state_senate_district": 27.0
-                }
-            },
-            {
-                "scenario_id": "040",
-                "features": {
-                    "incident_id": 364918,
-                    "date": "2015-06-24",
-                    "state": "Oklahoma",
-                    "city_or_county": "Oklahoma City",
-                    "address": "N.W. 150th Street and Western Avenue",
-                    "n_killed": 1,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/364918",
-                    "source_url": "http://kfor.com/2018/03/26/three-arrested-in-connection-to-2015-home-invasion-homicide-in-oklahoma-city/",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": null,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Shot - Dead (murder, accidental, suicide)||Drug involvement",
-                    "latitude": null,
-                    "location_description": null,
-                    "longitude": null,
-                    "n_guns_involved": 1.0,
-                    "notes": null,
-                    "participant_age": "0::37",
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Male||1::Male||2::Male||3::Male||4::Male",
-                    "participant_name": "0::Tuan Lam||1::Mikecala Goosby||2::Stevequam Orange||3::David Love IV||4::Devon Shaw",
-                    "participant_relationship": null,
-                    "participant_status": "0::Killed||1::Unharmed, Arrested||2::Unharmed, Arrested||3::Unharmed, Arrested||4::Unharmed",
-                    "participant_type": "0::Victim||1::Subject-Suspect||2::Subject-Suspect||3::Subject-Suspect||4::Subject-Suspect",
-                    "sources": "http://kfor.com/2015/06/24/police-one-dead-after-possible-home-invasion/||http://kfor.com/2015/08/25/four-charged-one-arrested-in-metro-murder/||http://kfor.com/2018/03/26/three-arrested-in-connection-to-2015-home-invasion-homicide-in-oklahoma-city/",
-                    "state_house_district": null,
-                    "state_senate_district": null
-                }
-            },
-            {
-                "scenario_id": "042",
-                "features": {
-                    "incident_id": 982529,
-                    "date": "2017-11-05",
-                    "state": "Oklahoma",
-                    "city_or_county": "Oklahoma City",
-                    "address": "2000 W Memorial Rd",
-                    "n_killed": 1,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/982529",
-                    "source_url": "http://www.news9.com/story/36789734/17-year-old-arrested-in-connection-with-deadly-shooting-at-nw-okc-wal-mart",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 5.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Shot - Dead (murder, accidental, suicide)",
-                    "latitude": 35.6084,
-                    "location_description": "Walmart",
-                    "longitude": -97.548,
-                    "n_guns_involved": 1.0,
-                    "notes": "Shooting victim crashed car into Walmart parking lot; unclear whether shooting took place at that location.",
-                    "participant_age": "0::26||1::17",
-                    "participant_age_group": "0::Adult 18+||1::Teen 12-17",
-                    "participant_gender": "0::Male||1::Male",
-                    "participant_name": "0::Kendall Dejuan Neal||1::Nicholas Daniel",
-                    "participant_relationship": null,
-                    "participant_status": "0::Killed||1::Unharmed, Arrested",
-                    "participant_type": "0::Victim||1::Subject-Suspect",
-                    "sources": "http://www.news9.com/story/36772480/one-found-fatally-shot-at-nw-okc-walmart||http://www.news9.com/story/36768335/police-investigate-fatal-shooting-in-nw-okc-walmart-parking-lot||http://www.news9.com/story/36789734/17-year-old-arrested-in-connection-with-deadly-shooting-at-nw-okc-wal-mart",
-                    "state_house_district": 83.0,
-                    "state_senate_district": 48.0
-                }
-            },
-            {
-                "scenario_id": "043",
-                "features": {
-                    "incident_id": 759616,
-                    "date": "2017-01-23",
-                    "state": "Maryland",
-                    "city_or_county": "Parkton",
-                    "address": "1000 block of Dairy Rd",
-                    "n_killed": 2,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/759616",
-                    "source_url": "http://www.baltimoresun.com/news/maryland/baltimore-county/bs-md-co-murder-suicide-20170124-story.html",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 1.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Shot - Dead (murder, accidental, suicide)||Suicide^||Murder/Suicide||Domestic Violence",
-                    "latitude": 39.6495,
-                    "location_description": null,
-                    "longitude": -76.6798,
-                    "n_guns_involved": 1.0,
-                    "notes": "murder suicide, unclear who shot who",
-                    "participant_age": "0::49||1::56",
-                    "participant_age_group": "0::Adult 18+||1::Adult 18+",
-                    "participant_gender": "0::Female||1::Male",
-                    "participant_name": "0::Dawn Longo Rowe||1::Lyttelton Waddell Rowe",
-                    "participant_relationship": "1::Significant others - current or former",
-                    "participant_status": "0::Killed||1::Killed",
-                    "participant_type": "0::Victim||1::Subject-Suspect",
-                    "sources": "http://www.baltimoresun.com/news/maryland/baltimore-county/bs-md-co-murder-suicide-20170124-story.html",
-                    "state_house_district": null,
-                    "state_senate_district": 42.0
-                }
-            },
-            {
-                "scenario_id": "051",
-                "features": {
-                    "incident_id": 443428,
-                    "date": "2015-10-23",
-                    "state": "District of Columbia",
-                    "city_or_county": "Washington",
-                    "address": "1400 block of First Street SW",
-                    "n_killed": 1,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/443428",
-                    "source_url": "http://www.wusa9.com/story/news/local/dc/2015/11/05/19-year-old-dies-after-october-shooting-near-nats-park/75265300/",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 1.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Shot - Dead (murder, accidental, suicide)",
-                    "latitude": 38.8728,
-                    "location_description": "Nationals Park",
-                    "longitude": -77.0119,
-                    "n_guns_involved": null,
-                    "notes": null,
-                    "participant_age": "0::19",
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Male",
-                    "participant_name": "0::Daniel Brown",
-                    "participant_relationship": null,
-                    "participant_status": "0::Killed",
-                    "participant_type": "0::Victim",
-                    "sources": "http://www.wusa9.com/story/news/local/dc/2015/11/05/19-year-old-dies-after-october-shooting-near-nats-park/75265300/",
-                    "state_house_district": null,
-                    "state_senate_district": null
-                }
-            },
-            {
-                "scenario_id": "053",
-                "features": {
-                    "incident_id": 200837,
-                    "date": "2014-10-04",
-                    "state": "California",
-                    "city_or_county": "San Bernardino",
-                    "address": "7100 block of Argyle Ave",
-                    "n_killed": 1,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/200837",
-                    "source_url": "http://www.pe.com/articles/car-751330-highland-smith.html",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 8.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Shot - Dead (murder, accidental, suicide)",
-                    "latitude": 34.125,
-                    "location_description": null,
-                    "longitude": -117.243,
-                    "n_guns_involved": 1.0,
-                    "notes": "34.124968, -117.242982",
-                    "participant_age": "0::31",
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Male",
-                    "participant_name": "0::Edgar Smith",
-                    "participant_relationship": null,
-                    "participant_status": "0::Killed",
-                    "participant_type": "0::Victim",
-                    "sources": "http://www.pe.com/articles/car-751330-highland-smith.html",
-                    "state_house_district": 40.0,
-                    "state_senate_district": 23.0
-                }
-            },
-            {
-                "scenario_id": "057",
-                "features": {
-                    "incident_id": 289665,
-                    "date": "2015-02-07",
-                    "state": "Virginia",
-                    "city_or_county": "Richmond",
-                    "address": "3000 block of Jefferson Davis Highway",
-                    "n_killed": 1,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/289665",
-                    "source_url": "http://www.wave3.com/story/28049911/richmond-police-woman-found-dead-in-hotel-room",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 3.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Shot - Dead (murder, accidental, suicide)",
-                    "latitude": 37.4829,
-                    "location_description": null,
-                    "longitude": -77.4448,
-                    "n_guns_involved": null,
-                    "notes": "Southside, woman found shot dead in motel room",
-                    "participant_age": "0::35||1::33||2::23",
-                    "participant_age_group": "0::Adult 18+||1::Adult 18+||2::Adult 18+",
-                    "participant_gender": "0::Female||1::Male||2::Male",
-                    "participant_name": "0::Lynette Gregory||1::Wayne Martin||2::Davon Creer",
-                    "participant_relationship": null,
-                    "participant_status": "0::Killed||1::Unharmed, Arrested||2::Unharmed, Arrested",
-                    "participant_type": "0::Victim||1::Subject-Suspect||2::Subject-Suspect",
-                    "sources": "http://www.nbc12.com/story/28049911/richmond-police-woman-found-dead-in-hotel-room||http://www.wave3.com/story/28049911/richmond-police-woman-found-dead-in-hotel-room",
-                    "state_house_district": 70.0,
-                    "state_senate_district": 16.0
-                }
-            },
-            {
-                "scenario_id": "067",
-                "features": {
-                    "incident_id": 1039798,
-                    "date": "2018-01-30",
-                    "state": "Texas",
-                    "city_or_county": "Fort Worth",
-                    "address": "2700 block of S Meadow Dr",
-                    "n_killed": 1,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/1039798",
-                    "source_url": "http://www.star-telegram.com/news/local/community/fort-worth/article199847539.html",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 12.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Shot - Dead (murder, accidental, suicide)",
-                    "latitude": 32.6411,
-                    "location_description": null,
-                    "longitude": -97.3604,
-                    "n_guns_involved": 1.0,
-                    "notes": "Vic was a rapper and club promoter who went by the name Monte Wayne.",
-                    "participant_age": "0::36||1::41",
-                    "participant_age_group": "0::Adult 18+||1::Adult 18+",
-                    "participant_gender": "0::Male||1::Male",
-                    "participant_name": "0::Demonta Tanksley||1::Ronald E. Berry",
-                    "participant_relationship": null,
-                    "participant_status": "0::Killed||1::Arrested",
-                    "participant_type": "0::Victim||1::Subject-Suspect",
-                    "sources": "http://www.star-telegram.com/news/local/community/fort-worth/article197378844.html||https://www.nbcdfw.com/news/local/Shooting-in-Fort-Worth-Leaves-1-Dead-471780493.html||http://www.star-telegram.com/news/local/community/fort-worth/article199847539.html",
-                    "state_house_district": 95.0,
-                    "state_senate_district": 10.0
-                }
-            },
-            {
-                "scenario_id": "069",
-                "features": {
-                    "incident_id": 904080,
-                    "date": "2017-08-02",
-                    "state": "Louisiana",
-                    "city_or_county": "Coushatta",
-                    "address": "Banks Street",
-                    "n_killed": 1,
-                    "n_injured": 1,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/904080",
-                    "source_url": "http://www.arklatexhomepage.com/news/lsp-investigating-officer-involved-shooting-in-red-river-parish/781173487",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 4.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Shot - Wounded/Injured||Shot - Dead (murder, accidental, suicide)||Shots Fired - No Injuries||Officer Involved Incident||Officer Involved Shooting - Officer shot||Officer Involved Shooting - subject/suspect/perpetrator killed||Shootout (where VENN diagram of shooters and victims overlap)",
-                    "latitude": 32.0022,
-                    "location_description": "Red River Parish",
-                    "longitude": -93.3289,
-                    "n_guns_involved": 1.0,
-                    "notes": "ALT: LA 480, shots exchanged between Vet and Deputies",
-                    "participant_age": "1::29",
-                    "participant_age_group": "0::Adult 18+||1::Adult 18+",
-                    "participant_gender": "1::Male",
-                    "participant_name": "0::Deputy||1::Preston Thornton",
-                    "participant_relationship": null,
-                    "participant_status": "0::Injured||1::Killed",
-                    "participant_type": "0::Victim||1::Subject-Suspect",
-                    "sources": "http://www.ksla.com/story/36031367/lsp-investigating-officer-involved-shooting-in-red-river-parish||http://www.ksla.com/story/36031367/lsp-investigating-officer-involved-shooting-in-red-river-parish||http://www.arklatexhomepage.com/news/lsp-investigating-officer-involved-shooting-in-red-river-parish/781173487",
-                    "state_house_district": 23.0,
-                    "state_senate_district": 31.0
-                }
-            },
-            {
-                "scenario_id": "070",
-                "features": {
-                    "incident_id": 874980,
-                    "date": "2017-06-24",
-                    "state": "Kansas",
-                    "city_or_county": "Hutchinson",
-                    "address": "100 block of S Elm",
-                    "n_killed": 1,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/874980",
-                    "source_url": "http://www.kansas.com/news/local/crime/article158214864.html",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 1.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Shot - Dead (murder, accidental, suicide)",
-                    "latitude": 38.0506,
-                    "location_description": null,
-                    "longitude": -97.9242,
-                    "n_guns_involved": 1.0,
-                    "notes": null,
-                    "participant_age": "0::24||1::19",
-                    "participant_age_group": "0::Adult 18+||1::Adult 18+",
-                    "participant_gender": "0::Male||1::Male",
-                    "participant_name": "0::Kenneth Thompson||1::Leo Lamont Wells",
-                    "participant_relationship": null,
-                    "participant_status": "0::Killed||1::Unharmed, Arrested",
-                    "participant_type": "0::Victim||1::Subject-Suspect",
-                    "sources": "http://www.kwch.com/content/news/1-hurt-in-Hutchinson-shooting-430522703.html||http://www.kansas.com/news/local/crime/article158214864.html",
-                    "state_house_district": 102.0,
-                    "state_senate_district": 34.0
-                }
-            },
-            {
-                "scenario_id": "075",
-                "features": {
-                    "incident_id": 142460,
-                    "date": "2014-05-26",
-                    "state": "Alabama",
-                    "city_or_county": "Covington County",
-                    "address": null,
-                    "n_killed": 1,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/142460",
-                    "source_url": "http://www.waka.com/2014/06/02/covington-co-man-killed-in-shooting/",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 2.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Shot - Dead (murder, accidental, suicide)",
-                    "latitude": 31.3066,
-                    "location_description": null,
-                    "longitude": -86.4997,
-                    "n_guns_involved": 1.0,
-                    "notes": "1 male victim shot - killed",
-                    "participant_age": "0::30",
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Male",
-                    "participant_name": "0::Shawn Bolden",
-                    "participant_relationship": null,
-                    "participant_status": "0::Killed",
-                    "participant_type": "0::Victim",
-                    "sources": "http://www.waka.com/2014/06/02/covington-co-man-killed-in-shooting/",
-                    "state_house_district": 92.0,
-                    "state_senate_district": 31.0
-                }
-            },
-            {
-                "scenario_id": "076",
-                "features": {
-                    "incident_id": 220978,
-                    "date": "2014-11-13",
-                    "state": "Colorado",
-                    "city_or_county": "Evans",
-                    "address": "2400 block of Marina Street",
-                    "n_killed": 2,
-                    "n_injured": 1,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/220978",
-                    "source_url": "http://www.denverpost.com/news/ci_26962545/evans-police-man-shot-teen-daughter-wife-murder",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 4.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Shot - Wounded/Injured||Shot - Dead (murder, accidental, suicide)||Suicide^||Murder/Suicide||Domestic Violence",
-                    "latitude": 40.3753,
-                    "location_description": null,
-                    "longitude": -104.722,
-                    "n_guns_involved": 1.0,
-                    "notes": null,
-                    "participant_age": "0::47||1::61||2::17",
-                    "participant_age_group": "0::Adult 18+||1::Adult 18+||2::Teen 12-17",
-                    "participant_gender": "0::Female||1::Male||2::Female",
-                    "participant_name": "0::Natalya Perrin||1::Richard Perrin||2::Danika Perrin",
-                    "participant_relationship": null,
-                    "participant_status": "0::Injured||1::Killed||2::Killed",
-                    "participant_type": "0::Victim||1::Victim||2::Victim",
-                    "sources": "http://www.9news.com/story/news/local/2014/11/13/2-bodies-found-in-evans-home/18999799/||http://www.denverpost.com/news/ci_26962545/evans-police-man-shot-teen-daughter-wife-murder",
-                    "state_house_district": 50.0,
-                    "state_senate_district": 13.0
-                }
-            },
-            {
-                "scenario_id": "085",
-                "features": {
-                    "incident_id": 367627,
-                    "date": "2015-06-30",
-                    "state": "North Carolina",
-                    "city_or_county": "Franklin",
-                    "address": "Woodland Hills Drive and Highway 28",
-                    "n_killed": 1,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/367627",
-                    "source_url": "http://www.wlos.com//news/features/top-stories/stories/officer-involved-shooting-investigation-21743.shtml#.VZjd97Xy2GM",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 11.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Shot - Dead (murder, accidental, suicide)||Officer Involved Incident||Officer Involved Shooting - subject/suspect/perpetrator killed",
-                    "latitude": 35.2023,
-                    "location_description": "The Bluff Townhouses",
-                    "longitude": -83.3924,
-                    "n_guns_involved": null,
-                    "notes": "police trying to serve arrest warrant shot and killed man standing in driveway of home who fired at them",
-                    "participant_age": "0::52",
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Male",
-                    "participant_name": "0::Clay Alan Lickteig",
-                    "participant_relationship": null,
-                    "participant_status": "0::Killed",
-                    "participant_type": "0::Subject-Suspect",
-                    "sources": "http://www.wsoctv.com/news/news/local/man-shot-death-police-western-north-carolina/nmqjr/||http://www.wlos.com//news/features/top-stories/stories/deadly-officerinvolved-shooting-franklin-21752.shtml#.VZjZILXy2GM||http://www.wlos.com//news/features/top-stories/stories/officer-involved-shooting-investigation-21743.shtml#.VZjd97Xy2GM",
-                    "state_house_district": 120.0,
-                    "state_senate_district": 50.0
-                }
-            },
-            {
-                "scenario_id": "088",
-                "features": {
-                    "incident_id": 997079,
-                    "date": "2017-11-28",
-                    "state": "Washington",
-                    "city_or_county": "Seattle",
-                    "address": "3000 block of 14th Ave W",
-                    "n_killed": 1,
-                    "n_injured": 1,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/997079",
-                    "source_url": "http://www.kiro7.com/news/local/woman-shot-man-dead-in-queen-anne-attempted-murder-suicide/655129991",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 7.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Shot - Wounded/Injured||Shot - Dead (murder, accidental, suicide)||Suicide^||Attempted Murder/Suicide (one variable unsuccessful)||Domestic Violence",
-                    "latitude": 47.6466,
-                    "location_description": null,
-                    "longitude": -122.375,
-                    "n_guns_involved": 1.0,
-                    "notes": "shot wife then self",
-                    "participant_age": "0::70||1::70",
-                    "participant_age_group": "0::Adult 18+||1::Adult 18+",
-                    "participant_gender": "0::Female||1::Male",
-                    "participant_name": null,
-                    "participant_relationship": "1::Significant others - current or former",
-                    "participant_status": "0::Injured||1::Killed",
-                    "participant_type": "0::Victim||1::Subject-Suspect",
-                    "sources": "http://komonews.com/news/local/1-dead-woman-injured-after-shooting-in-seattles-interbay-area||http://www.kiro7.com/news/local/woman-shot-man-dead-in-queen-anne-attempted-murder-suicide/655129991",
-                    "state_house_district": 36.0,
-                    "state_senate_district": 36.0
-                }
-            },
-            {
-                "scenario_id": "090",
-                "features": {
-                    "incident_id": 463642,
-                    "date": "2015-12-11",
-                    "state": "Maryland",
-                    "city_or_county": "Baltimore",
-                    "address": "5100 block of Park Heights Avenue",
-                    "n_killed": 1,
-                    "n_injured": 3,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/463642",
-                    "source_url": "http://www.baltimoresun.com/news/maryland/crime/blog/bs-md-ci-homicide-20151211-story.html",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 7.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Shot - Wounded/Injured||Shot - Dead (murder, accidental, suicide)||Mass Shooting (4+ victims injured or killed excluding the subject/suspect/perpetrator, one location)",
-                    "latitude": 39.3483,
-                    "location_description": null,
-                    "longitude": -76.6751,
-                    "n_guns_involved": null,
-                    "notes": null,
-                    "participant_age": "0::27||1::17||2::21||3::24",
-                    "participant_age_group": "0::Adult 18+||1::Teen 12-17||2::Adult 18+||3::Adult 18+",
-                    "participant_gender": "0::Male||1::Male||2::Female||3::Male",
-                    "participant_name": "0::Evan Davis",
-                    "participant_relationship": null,
-                    "participant_status": "0::Killed||1::Injured||2::Injured||3::Injured",
-                    "participant_type": "0::Victim||1::Victim||2::Victim||3::Victim",
-                    "sources": "http://www.baltimoresun.com/news/maryland/crime/blog/bs-md-ci-homicide-20151211-story.html",
-                    "state_house_district": 41.0,
-                    "state_senate_district": 41.0
-                }
-            },
-            {
-                "scenario_id": "091",
-                "features": {
-                    "incident_id": 262012,
-                    "date": "2014-12-11",
-                    "state": "Missouri",
-                    "city_or_county": "Springfield",
-                    "address": "1040 S. Missouri Avenue",
-                    "n_killed": 1,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/262012",
-                    "source_url": "http://www.ky3.com/news/local/neighbor-heard-4-shots-before-man-was-found-dead/21048998_30181160",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 7.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Shot - Dead (murder, accidental, suicide)",
-                    "latitude": 37.1953,
-                    "location_description": null,
-                    "longitude": -93.3016,
-                    "n_guns_involved": null,
-                    "notes": null,
-                    "participant_age": "0::26",
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Male",
-                    "participant_name": "0::Joshua Kelley",
-                    "participant_relationship": null,
-                    "participant_status": "0::Killed",
-                    "participant_type": "0::Victim",
-                    "sources": "http://www.ky3.com/news/local/neighbor-heard-4-shots-before-man-was-found-dead/21048998_30181160",
-                    "state_house_district": 132.0,
-                    "state_senate_district": 30.0
-                }
-            },
-            {
-                "scenario_id": "095",
-                "features": {
-                    "incident_id": 140995,
-                    "date": "2014-05-29",
-                    "state": "Michigan",
-                    "city_or_county": "Detroit",
-                    "address": "12828 Fenkell",
-                    "n_killed": 1,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/140995",
-                    "source_url": "http://www.mlive.com/news/detroit/index.ssf/2014/06/cpl_holder_accidentally_kills.html",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 14.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Accidental Shooting||Accidental Shooting - Death||Defensive Use",
-                    "latitude": 42.4023,
-                    "location_description": null,
-                    "longitude": -83.1708,
-                    "n_guns_involved": null,
-                    "notes": "Djs R Us - Storeowner shot at thief who ducked. Bullet hit innocent bystander, killing him. Legal CPL weapon",
-                    "participant_age": "0::19",
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Male",
-                    "participant_name": "0::Senghore Ball ",
-                    "participant_relationship": null,
-                    "participant_status": "0::Killed",
-                    "participant_type": "0::Victim",
-                    "sources": "http://www.freep.com/article/20140530/NEWS01/305300181/detroit-fatal-shooting||http://www.mlive.com/news/detroit/index.ssf/2014/06/cpl_holder_accidentally_kills.html",
-                    "state_house_district": 8.0,
-                    "state_senate_district": 3.0
-                }
-            },
-            {
-                "scenario_id": "105",
-                "features": {
-                    "incident_id": 170557,
-                    "date": "2014-01-19",
-                    "state": "Indiana",
-                    "city_or_county": "Indianapolis",
-                    "address": "1800 block of South Belmont Avenue.",
-                    "n_killed": 1,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/170557",
-                    "source_url": "http://www.indystar.com/story/news/crime/2014/02/02/slain-pizza-driver-was-local-musician/5105763/",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 7.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Shot - Dead (murder, accidental, suicide)||Armed robbery with injury/death and/or evidence of DGU found||Car-jacking||Possession (gun(s) found during commission of other crimes)",
-                    "latitude": 39.7424,
-                    "location_description": null,
-                    "longitude": -86.1967,
-                    "n_guns_involved": null,
-                    "notes": "PIzza driver robbed, shot, and killed. Car abandoned by 2 suspects in Wyoming; apprehended right after.",
-                    "participant_age": "0::49||1::26||2::22",
-                    "participant_age_group": "0::Adult 18+||1::Adult 18+||2::Adult 18+",
-                    "participant_gender": "0::Male||1::Male||2::Male",
-                    "participant_name": "0::John Sullivan||1::Jeremiah Roberts||2::Derek Romano",
-                    "participant_relationship": null,
-                    "participant_status": "0::Killed||1::Unharmed||2::Unharmed",
-                    "participant_type": "0::Victim||1::Subject-Suspect||2::Subject-Suspect",
-                    "sources": "http://www.indystar.com/story/news/crime/2014/02/02/slain-pizza-driver-was-local-musician/5105763/",
-                    "state_house_district": 97.0,
-                    "state_senate_district": 35.0
-                }
-            },
-            {
-                "scenario_id": "106",
-                "features": {
-                    "incident_id": 276091,
-                    "date": "2015-01-05",
-                    "state": "Florida",
-                    "city_or_county": "Tampa",
-                    "address": "3100 block of North Jefferson Street",
-                    "n_killed": 1,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/276091",
-                    "source_url": "http://tbo.com/news/crime/tampa-police-investigating-two-unrelated-shooting-deaths-20150105/",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 14.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Shot - Dead (murder, accidental, suicide)",
-                    "latitude": 27.9632,
-                    "location_description": null,
-                    "longitude": -82.4566,
-                    "n_guns_involved": null,
-                    "notes": "Male shot killed",
-                    "participant_age": "0::18",
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Male",
-                    "participant_name": "0::Lyfe Coleman",
-                    "participant_relationship": null,
-                    "participant_status": "0::Killed",
-                    "participant_type": "0::Victim",
-                    "sources": "http://tbo.com/news/crime/tampa-police-investigating-two-unrelated-shooting-deaths-20150105/",
-                    "state_house_district": 61.0,
-                    "state_senate_district": 19.0
-                }
-            },
-            {
-                "scenario_id": "110",
-                "features": {
-                    "incident_id": 96062,
-                    "date": "2014-01-12",
-                    "state": "Pennsylvania",
-                    "city_or_county": "Chester",
-                    "address": "2900 block of West 3rd Street. ",
-                    "n_killed": 1,
-                    "n_injured": 1,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/96062",
-                    "source_url": "http://articles.philly.com/2014-01-14/news/46153194_1_robbery-victim-chester-bar-dead-man",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 1.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Shot - Wounded/Injured||Shot - Dead (murder, accidental, suicide)||Armed robbery with injury/death and/or evidence of DGU found||Possession (gun(s) found during commission of other crimes)||Brandishing/flourishing/open carry/lost/found||Defensive Use",
-                    "latitude": 39.8314,
-                    "location_description": null,
-                    "longitude": -75.3923,
-                    "n_guns_involved": null,
-                    "notes": null,
-                    "participant_age": "1::31",
-                    "participant_age_group": "0::Adult 18+||1::Adult 18+",
-                    "participant_gender": "0::Male||1::Male",
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": "0::Injured||1::Killed",
-                    "participant_type": "0::Victim||1::Subject-Suspect",
-                    "sources": "http://abclocal.go.com/wpvi/story||http://articles.philly.com/2014-01-14/news/46153194_1_robbery-victim-chester-bar-dead-man",
-                    "state_house_district": null,
-                    "state_senate_district": null
-                }
-            },
-            {
-                "scenario_id": "111",
-                "features": {
-                    "incident_id": 386694,
-                    "date": "2015-07-12",
-                    "state": "Maryland",
-                    "city_or_county": "Baltimore",
-                    "address": "1200 block of North Caroline Street",
-                    "n_killed": 1,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/386694",
-                    "source_url": "http://data.baltimoresun.com/bing-maps/homicides/index.php?show_results=UPDATE+MAP&range=30&district=all&zipcode=All&cause=shooting&age=all&gender=all&race=all&article=all",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 7.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Shot - Dead (murder, accidental, suicide)",
-                    "latitude": 39.3043,
-                    "location_description": null,
-                    "longitude": -76.5984,
-                    "n_guns_involved": null,
-                    "notes": null,
-                    "participant_age": "0::39",
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Male",
-                    "participant_name": "0::Tyrone Johnson",
-                    "participant_relationship": null,
-                    "participant_status": "0::Killed",
-                    "participant_type": "0::Victim",
-                    "sources": "http://data.baltimoresun.com/bing-maps/homicides/index.php?show_results=UPDATE+MAP&range=30&district=all&zipcode=All&cause=shooting&age=all&gender=all&race=all&article=all",
-                    "state_house_district": 45.0,
-                    "state_senate_district": 45.0
-                }
-            },
-            {
-                "scenario_id": "118",
-                "features": {
-                    "incident_id": 478385,
-                    "date": "2016-01-03",
-                    "state": "Florida",
-                    "city_or_county": "Fort Pierce",
-                    "address": "18th Street",
-                    "n_killed": 1,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/478385",
-                    "source_url": "http://www.wpbf.com/news/man-shot-to-death-while-walking-in-fort-pierce/37251662",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 18.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Shot - Dead (murder, accidental, suicide)",
-                    "latitude": 27.4566,
-                    "location_description": null,
-                    "longitude": -80.3427,
-                    "n_guns_involved": 1.0,
-                    "notes": null,
-                    "participant_age": "0::20",
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Male||1::Male",
-                    "participant_name": "0::Anthony Guzman",
-                    "participant_relationship": null,
-                    "participant_status": "0::Killed||1::Unharmed",
-                    "participant_type": "0::Victim||1::Subject-Suspect",
-                    "sources": "http://www.wpbf.com/news/man-shot-to-death-while-walking-in-fort-pierce/37251662",
-                    "state_house_district": 84.0,
-                    "state_senate_district": 32.0
-                }
-            },
-            {
-                "scenario_id": "126",
-                "features": {
-                    "incident_id": 866691,
-                    "date": "2017-06-13",
-                    "state": "Oklahoma",
-                    "city_or_county": "Oklahoma City",
-                    "address": "9401 S Shartel Ave",
-                    "n_killed": 1,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/866691",
-                    "source_url": "http://www.koco.com/article/man-dies-after-tuesday-night-shooting-at-southwest-okc-apartment-complex/10027216",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 4.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Shot - Dead (murder, accidental, suicide)",
-                    "latitude": 35.3744,
-                    "location_description": "Brookwood Village Apartments",
-                    "longitude": -97.524,
-                    "n_guns_involved": 1.0,
-                    "notes": null,
-                    "participant_age": "0::19",
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Male",
-                    "participant_name": "0::Steven Morgan",
-                    "participant_relationship": null,
-                    "participant_status": "0::Killed",
-                    "participant_type": "0::Victim",
-                    "sources": "http://kfor.com/2017/06/13/police-investigating-shooting-in-southwest-oklahoma-city/||http://www.koco.com/article/man-dies-after-tuesday-night-shooting-at-southwest-okc-apartment-complex/10027216",
-                    "state_house_district": 91.0,
-                    "state_senate_district": 45.0
-                }
-            },
-            {
-                "scenario_id": "136",
-                "features": {
-                    "incident_id": 308050,
-                    "date": "2015-03-13",
-                    "state": "Arkansas",
-                    "city_or_county": "Springdale",
-                    "address": "32 Applegate Drive",
-                    "n_killed": 1,
-                    "n_injured": 2,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/308050",
-                    "source_url": "http://www.arkansasonline.com/news/2015/mar/14/1-dead-2-hurt-teen-held-in-springdale-s/?f=crime",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 3.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Shot - Wounded/Injured||Shot - Dead (murder, accidental, suicide)",
-                    "latitude": 36.1764,
-                    "location_description": null,
-                    "longitude": -94.1223,
-                    "n_guns_involved": null,
-                    "notes": "1 killed, 2 wounded",
-                    "participant_age": "0::18||1::21||2::14||3::17",
-                    "participant_age_group": "0::Adult 18+||1::Adult 18+||2::Teen 12-17||3::Teen 12-17",
-                    "participant_gender": "0::Male||1::Female||2::Male||3::Male",
-                    "participant_name": "0::Fabian Rodriguez||1::Savannah Smith",
-                    "participant_relationship": null,
-                    "participant_status": "0::Killed||1::Injured||2::Injured||3::Unharmed, Arrested",
-                    "participant_type": "0::Victim||1::Victim||2::Victim||3::Subject-Suspect",
-                    "sources": "http://www.arkansasonline.com/news/2015/mar/14/1-dead-2-hurt-teen-held-in-springdale-s/?f=crime",
-                    "state_house_district": 89.0,
-                    "state_senate_district": 7.0
-                }
-            },
-            {
-                "scenario_id": "137",
-                "features": {
-                    "incident_id": 106345,
-                    "date": "2014-02-13",
-                    "state": "Arizona",
-                    "city_or_county": "Phoenix",
-                    "address": "I-17 and Osborne ",
-                    "n_killed": 1,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/106345",
-                    "source_url": "http://www.myfoxphoenix.com/story/24712468/2014/02/13/possibly-shooting-at-phoenix-apartments",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 7.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Shot - Dead (murder, accidental, suicide)",
-                    "latitude": 33.5362,
-                    "location_description": null,
-                    "longitude": -112.095,
-                    "n_guns_involved": null,
-                    "notes": null,
-                    "participant_age": null,
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": null,
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": "0::Killed",
-                    "participant_type": "0::Victim",
-                    "sources": "http://www.myfoxphoenix.com/story/24712468/2014/02/13/possibly-shooting-at-phoenix-apartments",
-                    "state_house_district": 24.0,
-                    "state_senate_district": 24.0
-                }
-            },
-            {
-                "scenario_id": "141",
-                "features": {
-                    "incident_id": 877721,
-                    "date": "2017-06-27",
-                    "state": "Texas",
-                    "city_or_county": "Amarillo",
-                    "address": "601 S Nelson St",
-                    "n_killed": 1,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/877721",
-                    "source_url": "http://abc7amarillo.com/news/local/one-dead-in-officer-involved-shooting-in-north-amarillo",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 13.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Handgun",
-                    "incident_characteristics": "Shot - Dead (murder, accidental, suicide)||Officer Involved Incident||Officer Involved Shooting - subject/suspect/perpetrator killed||Domestic Violence||Brandishing/flourishing/open carry/lost/found",
-                    "latitude": 35.204,
-                    "location_description": "Nelson Street Apartments",
-                    "longitude": -101.806,
-                    "n_guns_involved": 1.0,
-                    "notes": "respond to dv, shot suspect with handgun after fail tase",
-                    "participant_age": "0::35",
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Male",
-                    "participant_name": "0::Jason Magana Herrera",
-                    "participant_relationship": null,
-                    "participant_status": "0::Killed",
-                    "participant_type": "0::Subject-Suspect",
-                    "sources": "http://amarillo.com/news/local-news/2017-06-27/amarillo-police-officer-shoots-kills-man-who-pointed-gut||http://abc7amarillo.com/news/local/one-dead-in-officer-involved-shooting-in-north-amarillo",
-                    "state_house_district": null,
-                    "state_senate_district": 31.0
-                }
-            },
-            {
-                "scenario_id": "143",
-                "features": {
-                    "incident_id": 360045,
-                    "date": "2015-06-18",
-                    "state": "Texas",
-                    "city_or_county": "Fort Worth",
-                    "address": "9000 block of Brian Way Circle",
-                    "n_killed": 1,
-                    "n_injured": 1,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/360045",
-                    "source_url": "http://www.star-telegram.com/news/local/community/fort-worth/article100424737.html",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 12.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::22 LR",
-                    "incident_characteristics": "Shot - Wounded/Injured||Shot - Dead (murder, accidental, suicide)||Armed robbery with injury/death and/or evidence of DGU found",
-                    "latitude": 32.7344,
-                    "location_description": "Bent Tree Apartments",
-                    "longitude": -97.4734,
-                    "n_guns_involved": 1.0,
-                    "notes": "1 killed, 1 inj. Armed robbery.",
-                    "participant_age": "0::21||1::23||2::17||3::17||4::20||5::16",
-                    "participant_age_group": "0::Adult 18+||1::Adult 18+||2::Teen 12-17||3::Teen 12-17||4::Adult 18+||5::Teen 12-17",
-                    "participant_gender": "0::Male||1::Male||2::Male||3::Male||4::Male",
-                    "participant_name": "1::Eleaquin Cardona||2::Duane C. Thomas||3::Jamal Lee Washington||4::Erik Morales",
-                    "participant_relationship": "2::Armed Robbery||3::Armed Robbery||4::Armed Robbery",
-                    "participant_status": "0::Injured||1::Killed||2::Unharmed, Arrested||3::Unharmed, Arrested||4::Unharmed, Arrested||5::Unharmed, Arrested",
-                    "participant_type": "0::Victim||1::Victim||2::Subject-Suspect||3::Subject-Suspect||4::Subject-Suspect||5::Subject-Suspect",
-                    "sources": "http://www.wfaa.com/story/news/crime/2015/06/18/fwpd-searching-for-suspects-in-fatal-apartment-shooting/28912863/||http://dfw.cbslocal.com/2015/06/18/suspects-sought-in-fatal-fort-worth-shooting/||http://www.star-telegram.com/news/local/community/fort-worth/article99973317.html||http://www.star-telegram.com/news/local/community/fort-worth/article100424737.html",
-                    "state_house_district": 97.0,
-                    "state_senate_district": 12.0
-                }
-            },
-            {
-                "scenario_id": "144",
-                "features": {
-                    "incident_id": 866729,
-                    "date": "2017-06-13",
-                    "state": "Illinois",
-                    "city_or_county": "Chicago",
-                    "address": "5000 block of S Drexel",
-                    "n_killed": 1,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/866729",
-                    "source_url": "http://chicago.suntimes.com/news/police-person-found-dead-with-gunshot-wounds-in-south-side-building/",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 1.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Shot - Dead (murder, accidental, suicide)",
-                    "latitude": 41.8041,
-                    "location_description": "Kenwood neighborhood",
-                    "longitude": -87.6042,
-                    "n_guns_involved": 1.0,
-                    "notes": "Victim's body found in building, shot head, rt. side;",
-                    "participant_age": "0::28",
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Male",
-                    "participant_name": "0::Deandre Smith",
-                    "participant_relationship": null,
-                    "participant_status": "0::Killed",
-                    "participant_type": "0::Victim",
-                    "sources": "http://chicago.suntimes.com/news/police-person-found-dead-with-gunshot-wounds-in-south-side-building/",
-                    "state_house_district": 26.0,
-                    "state_senate_district": 13.0
-                }
-            },
-            {
-                "scenario_id": "150",
-                "features": {
-                    "incident_id": 646672,
-                    "date": "2016-09-02",
-                    "state": "Ohio",
-                    "city_or_county": "Port Clinton",
-                    "address": "State Rt. 2",
-                    "n_killed": 1,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/646672",
-                    "source_url": "http://www.toledoblade.com/Police-Fire/2016/09/02/Man-shoots-self-during-traffic-stop-near-Port-Clinton.html",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 9.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Shot - Dead (murder, accidental, suicide)||Suicide^||Officer Involved Incident||Officer Involved Shooting - subject/suspect/perpetrator surrender at standoff",
-                    "latitude": 41.5051,
-                    "location_description": null,
-                    "longitude": -82.9792,
-                    "n_guns_involved": 1.0,
-                    "notes": "Man wanted on felony arrest warrants commits suicide during traffic stop;",
-                    "participant_age": "0::48",
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Male",
-                    "participant_name": "0::Douglas Kapel",
-                    "participant_relationship": null,
-                    "participant_status": "0::Killed",
-                    "participant_type": "0::Victim",
-                    "sources": "http://www.toledoblade.com/Police-Fire/2016/09/02/Man-shoots-self-during-traffic-stop-near-Port-Clinton.html",
-                    "state_house_district": 89.0,
-                    "state_senate_district": 2.0
-                }
-            },
-            {
-                "scenario_id": "152",
-                "features": {
-                    "incident_id": 828186,
-                    "date": "2017-04-25",
-                    "state": "Illinois",
-                    "city_or_county": "Chicago",
-                    "address": "1400 block of West Jonquil",
-                    "n_killed": 1,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/828186",
-                    "source_url": "https://www.dnainfo.com/chicago/20170425/rogers-park/man-shot-dead-rogers-park-at-7-am-tuesday",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 9.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Shot - Dead (murder, accidental, suicide)",
-                    "latitude": 42.0211,
-                    "location_description": "Rogers Park",
-                    "longitude": -87.6666,
-                    "n_guns_involved": 1.0,
-                    "notes": "Shot, head, killed;",
-                    "participant_age": "0::18",
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Male",
-                    "participant_name": "0::Darlis Nkolomoni",
-                    "participant_relationship": null,
-                    "participant_status": "0::Killed",
-                    "participant_type": "0::Victim",
-                    "sources": "http://chicago.suntimes.com/news/police-man-fatally-shot-in-rogers-park/||https://www.dnainfo.com/chicago/20170425/rogers-park/man-shot-dead-rogers-park-at-7-am-tuesday",
-                    "state_house_district": 14.0,
-                    "state_senate_district": 7.0
-                }
-            },
-            {
-                "scenario_id": "153",
-                "features": {
-                    "incident_id": 888994,
-                    "date": "2017-07-11",
-                    "state": "Nebraska",
-                    "city_or_county": "Hershey",
-                    "address": "E 2nd St",
-                    "n_killed": 1,
-                    "n_injured": 1,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/888994",
-                    "source_url": "http://krvn.com/regional-news/shooting-in-hershey/",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 3.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::40 SW",
-                    "incident_characteristics": "Shot - Wounded/Injured||Shot - Dead (murder, accidental, suicide)||Suicide^||Domestic Violence",
-                    "latitude": 41.1575,
-                    "location_description": null,
-                    "longitude": -100.998,
-                    "n_guns_involved": 1.0,
-                    "notes": "struggle between suspect and girlfriend's mother, shot vic in hand, then shot self with handgun",
-                    "participant_age": "1::22",
-                    "participant_age_group": "0::Adult 18+||1::Adult 18+",
-                    "participant_gender": "0::Female||1::Male",
-                    "participant_name": "0::Alisha Imler||1::Taylon Thompson",
-                    "participant_relationship": null,
-                    "participant_status": "0::Injured||1::Killed",
-                    "participant_type": "0::Victim||1::Subject-Suspect",
-                    "sources": "http://krvn.com/regional-news/hershey-shooting-and-apparent-suicide/||http://krvn.com/regional-news/shooting-in-hershey/",
-                    "state_house_district": null,
-                    "state_senate_district": 42.0
-                }
-            },
-            {
-                "scenario_id": "156",
-                "features": {
-                    "incident_id": 453113,
-                    "date": "2015-11-23",
-                    "state": "New Jersey",
-                    "city_or_county": "Jersey City",
-                    "address": "Old Bergen Road and Neptune Avenue",
-                    "n_killed": 1,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/453113",
-                    "source_url": "http://www.nj.com/hudson/index.ssf/2015/11/prosecutors_officer_confirms_fatal_afternoon_shoot.html#incart_river_index",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 10.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Shot - Dead (murder, accidental, suicide)",
-                    "latitude": 40.6934,
-                    "location_description": null,
-                    "longitude": -74.0959,
-                    "n_guns_involved": null,
-                    "notes": null,
-                    "participant_age": "0::33",
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Male",
-                    "participant_name": "0::Markice Hatten",
-                    "participant_relationship": null,
-                    "participant_status": "0::Killed",
-                    "participant_type": "0::Victim",
-                    "sources": "http://www.nj.com/hudson/index.ssf/2015/11/prosecutors_officer_confirms_fatal_afternoon_shoot.html#incart_river_index||http://www.nj.com/hudson/index.ssf/2015/11/prosecutors_officer_confirms_fatal_afternoon_shoot.html#incart_river_index",
-                    "state_house_district": 31.0,
-                    "state_senate_district": 31.0
-                }
-            },
-            {
-                "scenario_id": "158",
-                "features": {
-                    "incident_id": 787669,
-                    "date": "2017-03-04",
-                    "state": "Texas",
-                    "city_or_county": "Denton",
-                    "address": "200 block of Royal Oaks Pl",
-                    "n_killed": 2,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/787669",
-                    "source_url": "http://www.star-telegram.com/news/local/community/northeast-tarrant/article136678643.html",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 26.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Shot - Dead (murder, accidental, suicide)||Suicide^||Murder/Suicide||Domestic Violence",
-                    "latitude": 33.1631,
-                    "location_description": null,
-                    "longitude": -97.1303,
-                    "n_guns_involved": 1.0,
-                    "notes": "2 killed, domestic violence murder-suicide. man shoots wife and then himself",
-                    "participant_age": "0::70||1::70",
-                    "participant_age_group": "0::Adult 18+||1::Adult 18+",
-                    "participant_gender": "0::Female||1::Male",
-                    "participant_name": "0::Ruth Lenora Bain||1::Joe William Bain",
-                    "participant_relationship": "1::Family",
-                    "participant_status": "0::Killed||1::Killed",
-                    "participant_type": "0::Victim||1::Subject-Suspect",
-                    "sources": "http://dfw.cbslocal.com/2017/03/04/eldery-woman-shot-and-killed-in-denton-suspect-found-with-gunshot-wound/||http://www.dentonrc.com/local-news/local-news-headlines/20170305-couple-in-denton-shooting-identified.ece||http://www.wfaa.com/news/local/suspect-calls-911-after-shooting-elderly-woman-in-denton/419836402||http://www.star-telegram.com/news/local/community/northeast-tarrant/article136678643.html",
-                    "state_house_district": null,
-                    "state_senate_district": 12.0
-                }
-            },
-            {
-                "scenario_id": "159",
-                "features": {
-                    "incident_id": 329835,
-                    "date": "2015-04-26",
-                    "state": "Oklahoma",
-                    "city_or_county": "Muskogee",
-                    "address": "4010 South 32nd Street",
-                    "n_killed": 2,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/329835",
-                    "source_url": "http://www.tulsaworld.com/communities/muskogee/man-charged-in-april-double-murder-in-muskogee/article_138ecbf1-a20f-5d9f-a492-585a78e1ee7a.html",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 2.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Shot - Dead (murder, accidental, suicide)",
-                    "latitude": 35.7097,
-                    "location_description": null,
-                    "longitude": -95.4026,
-                    "n_guns_involved": null,
-                    "notes": null,
-                    "participant_age": "0::25||1::19||2::24",
-                    "participant_age_group": "0::Adult 18+||1::Adult 18+||2::Adult 18+",
-                    "participant_gender": "0::Male||1::Female||2::Male",
-                    "participant_name": "0::Nicholas Rutherford||1::Abby Seals||2::Eleno Maldonado Jr.",
-                    "participant_relationship": null,
-                    "participant_status": "0::Killed||1::Killed||2::Unharmed, Arrested",
-                    "participant_type": "0::Victim||1::Victim||2::Subject-Suspect",
-                    "sources": "http://www.news9.com/story/28903090/two-found-dead-near-muskogee-sheriffs-office-investigating||http://www.newson6.com/story/28908798/sheriff-ids-victims-in-muskogee-shooting-near-strip-club||http://www.tulsaworld.com/communities/muskogee/man-charged-in-april-double-murder-in-muskogee/article_138ecbf1-a20f-5d9f-a492-585a78e1ee7a.html",
-                    "state_house_district": 13.0,
-                    "state_senate_district": 9.0
-                }
-            },
-            {
-                "scenario_id": "163",
-                "features": {
-                    "incident_id": 497617,
-                    "date": "2016-02-01",
-                    "state": "Indiana",
-                    "city_or_county": "Hammond",
-                    "address": "7800 block of Northcote Avenue",
-                    "n_killed": 1,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/497617",
-                    "source_url": "http://www.nwitimes.com/news/local/lake/update-hammond-standoff-ends-in-suicide/article_84bfacab-6018-5073-987e-25c0f832abad.html",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 1.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::9mm",
-                    "incident_characteristics": "Shot - Dead (murder, accidental, suicide)||Suicide^||Officer Involved Incident||Officer Involved Shooting - subject/suspect/perpetrator suicide at standoff",
-                    "latitude": 41.572,
-                    "location_description": null,
-                    "longitude": -87.4858,
-                    "n_guns_involved": 1.0,
-                    "notes": "Man believed to be suicidal found shot, killed, suicide, in home, after SWAT standoff of 2 hours;",
-                    "participant_age": "0::25",
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Male",
-                    "participant_name": "0::Luis Torres Jr.",
-                    "participant_relationship": null,
-                    "participant_status": "0::Killed",
-                    "participant_type": "0::Subject-Suspect",
-                    "sources": "http://www.nwitimes.com/news/local/lake/update-hammond-standoff-ends-in-suicide/article_84bfacab-6018-5073-987e-25c0f832abad.html",
-                    "state_house_district": 12.0,
-                    "state_senate_district": 1.0
-                }
-            },
-            {
-                "scenario_id": "168",
-                "features": {
-                    "incident_id": 593725,
-                    "date": "2016-06-28",
-                    "state": "Missouri",
-                    "city_or_county": "Windsor",
-                    "address": "300 Winchell Street",
-                    "n_killed": 1,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/593725",
-                    "source_url": "http://www.dothaneagle.com/news/ap/state/year-old-missouri-man-charged-in-deadly-shooting/article_5d9bb9e3-cbb3-5ae6-bd4d-7085cd384b17.html",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 4.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Shot - Dead (murder, accidental, suicide)",
-                    "latitude": 38.5394,
-                    "location_description": null,
-                    "longitude": -93.5155,
-                    "n_guns_involved": null,
-                    "notes": null,
-                    "participant_age": "0::45||1::44",
-                    "participant_age_group": "0::Adult 18+||1::Adult 18+",
-                    "participant_gender": "0::Male||1::Male",
-                    "participant_name": "0::Terry Lynn Maples||1::Jeffrey Dean Watring",
-                    "participant_relationship": null,
-                    "participant_status": "0::Killed||1::Unharmed, Arrested",
-                    "participant_type": "0::Victim||1::Subject-Suspect",
-                    "sources": "http://sedaliademocrat.com/news/13443/windsor-man-charged-in-tuesday-murder||http://www.dothaneagle.com/news/ap/state/year-old-missouri-man-charged-in-deadly-shooting/article_5d9bb9e3-cbb3-5ae6-bd4d-7085cd384b17.html",
-                    "state_house_district": 57.0,
-                    "state_senate_district": 31.0
-                }
-            },
-            {
-                "scenario_id": "170",
-                "features": {
-                    "incident_id": 311878,
-                    "date": "2015-03-22",
-                    "state": "Montana",
-                    "city_or_county": "Billings",
-                    "address": "3400 block of Cherylon Street",
-                    "n_killed": 1,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/311878",
-                    "source_url": "http://billingsgazette.com/news/local/crime-and-courts/woman-shot-in-heights-on-sunday-dies-monday-officials-release/article_753e9e0d-0ac8-5a7e-ae8e-2b96212864f1.html",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 1.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Handgun",
-                    "incident_characteristics": "Shot - Dead (murder, accidental, suicide)||Drug involvement",
-                    "latitude": 45.864,
-                    "location_description": null,
-                    "longitude": -108.45,
-                    "n_guns_involved": 1.0,
-                    "notes": null,
-                    "participant_age": "0::22||1::31",
-                    "participant_age_group": "0::Adult 18+||1::Adult 18+",
-                    "participant_gender": "0::Female||1::Male",
-                    "participant_name": "0::Kayla Jeanette Kinder||1::John Edward Szydlowski",
-                    "participant_relationship": null,
-                    "participant_status": "0::Killed||1::Unharmed, Arrested",
-                    "participant_type": "0::Victim||1::Subject-Suspect",
-                    "sources": "http://billingsgazette.com/news/local/man-arrested-in-sunday-shooting-walked-away-from-prerelease-on/article_8f9a9c63-3756-57cc-a644-9be936e5e4f0.html||http://billingsgazette.com/news/local/crime-and-courts/woman-shot-in-heights-on-sunday-dies-monday-officials-release/article_753e9e0d-0ac8-5a7e-ae8e-2b96212864f1.html",
-                    "state_house_district": null,
-                    "state_senate_district": null
-                }
-            },
-            {
-                "scenario_id": "172",
-                "features": {
-                    "incident_id": 668611,
-                    "date": "2016-06-26",
-                    "state": "Louisiana",
-                    "city_or_county": "Harvey",
-                    "address": "4100 block of Peters Road",
-                    "n_killed": 1,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/668611",
-                    "source_url": "http://www.nola.com/crime/index.ssf/2016/09/cordaryle_robert_terrance_call.html#incart_river_index",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 2.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Shot - Dead (murder, accidental, suicide)||Armed robbery with injury/death and/or evidence of DGU found||Car-jacking",
-                    "latitude": 29.8465,
-                    "location_description": null,
-                    "longitude": -90.0559,
-                    "n_guns_involved": 1.0,
-                    "notes": "1 killed. Armed robbery. Car-jacking. Female suspect lures victim to a meeting via Facebook and then male suspec shoots him.",
-                    "participant_age": "0::25||1::29||2::23",
-                    "participant_age_group": "0::Adult 18+||1::Adult 18+||2::Adult 18+",
-                    "participant_gender": "0::Male||1::Male||2::Female",
-                    "participant_name": "0::Cordaryle Robert||1::Terrance Calloway||2::Dana Calloway",
-                    "participant_relationship": null,
-                    "participant_status": "0::Killed||1::Unharmed, Arrested||2::Unharmed, Arrested",
-                    "participant_type": "0::Victim||1::Subject-Suspect||2::Subject-Suspect",
-                    "sources": "http://www.nola.com/crime/index.ssf/2016/09/cordaryle_robert_terrance_call.html#incart_river_index",
-                    "state_house_district": 87.0,
-                    "state_senate_district": 8.0
-                }
-            },
-            {
-                "scenario_id": "176",
-                "features": {
-                    "incident_id": 402318,
-                    "date": "2015-08-25",
-                    "state": "Virginia",
-                    "city_or_county": "Hampton",
-                    "address": "815 Lasalle Avenue",
-                    "n_killed": 1,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/402318",
-                    "source_url": "http://www.dailypress.com/news/crime/dp-man-shot-killed-in-hampton-shooting-near-lasalle-avenue-police-say-20150825-story.html",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 3.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Shot - Dead (murder, accidental, suicide)",
-                    "latitude": 37.0232,
-                    "location_description": "LaSalle Garden Apartment",
-                    "longitude": -76.3636,
-                    "n_guns_involved": null,
-                    "notes": "man shot to death after argument",
-                    "participant_age": "0::25||1::24",
-                    "participant_age_group": "0::Adult 18+||1::Adult 18+",
-                    "participant_gender": "0::Male||1::Male",
-                    "participant_name": "0::Shaolin Chanham||1::Keenan A. Palmer",
-                    "participant_relationship": null,
-                    "participant_status": "0::Killed||1::Unharmed, Arrested",
-                    "participant_type": "0::Victim||1::Subject-Suspect",
-                    "sources": "http://wtkr.com/2015/08/25/person-fighting-for-life-after-shooting-in-hampton/||http://www.dailypress.com/news/crime/dp-man-shot-killed-in-hampton-shooting-near-lasalle-avenue-police-say-20150825-story.html",
-                    "state_house_district": 92.0,
-                    "state_senate_district": 2.0
-                }
-            },
-            {
-                "scenario_id": "188",
-                "features": {
-                    "incident_id": 124637,
-                    "date": "2014-04-11",
-                    "state": "California",
-                    "city_or_county": "Indio",
-                    "address": "Avenue 44",
-                    "n_killed": 1,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/124637",
-                    "source_url": "http://www.kesq.com/news/police-investigating-suspicious-death-in-indio/25430260",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 36.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Shot - Dead (murder, accidental, suicide)",
-                    "latitude": 33.7295,
-                    "location_description": null,
-                    "longitude": -116.199,
-                    "n_guns_involved": null,
-                    "notes": "at Mountain View apartment complex ",
-                    "participant_age": "0::36",
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Male",
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": "0::Killed",
-                    "participant_type": "0::Victim",
-                    "sources": "http://www.kesq.com/news/police-investigating-suspicious-death-in-indio/25430260",
-                    "state_house_district": 56.0,
-                    "state_senate_district": 28.0
-                }
-            }
-        ],
-        "target_column": "n_killed",
-        "task_sub_type": "regression",
-        "ranking_ground_truth": {
-            "top_k_ids": [
-                "002",
-                "004",
-                "006",
-                "007",
-                "008"
-            ]
-        },
-        "sort_direction": "high"
-    },
-    "response": "",
-    "evaluation_score": {}
-}
\ No newline at end of file
+    "sort_direction": "low"
+  },
+  "response": "",
+  "evaluation_score": {}
+}
diff --git a/ranking_and_filtering/daily/regression/Gun_Violence_Data_B4/Gun_Violence_Data_B4_004/Gun_Violence_Data_B4_004_current.json b/ranking_and_filtering/daily/regression/Gun_Violence_Data_B4/Gun_Violence_Data_B4_004/Gun_Violence_Data_B4_004_current.json
index 0716c5473e9195b6629ec552a6a3b5bbb77dee06..20f7519e2b1e83f8cc3bee474877476b81ef3c7c 100644
--- a/ranking_and_filtering/daily/regression/Gun_Violence_Data_B4/Gun_Violence_Data_B4_004/Gun_Violence_Data_B4_004_current.json
+++ b/ranking_and_filtering/daily/regression/Gun_Violence_Data_B4/Gun_Violence_Data_B4_004/Gun_Violence_Data_B4_004_current.json
@@ -1,1946 +1,1946 @@
 {
-    "id": "004",
-    "task_type": "B4",
-    "subtask_type": "topk",
-    "perspective": "data_holder",
-    "dataset_name": "Gun Violence Data",
-    "table_path": "output/Gun Violence Data_B4/Gun Violence Data_B4_004/test.csv",
-    "query": "For a longitudinal study on community resilience, we need a control group of lower-impact events. From the candidate set, and using our historical archives for context, identify the 15 incidents with the lowest forecasted fatalities.",
-    "meta_info": {
-        "domain": "daily"
+  "id": "004",
+  "task_type": "B4",
+  "subtask_type": "topk",
+  "perspective": "data_holder",
+  "dataset_name": "Gun Violence Data",
+  "table_path": "output/Gun Violence Data_B4/Gun Violence Data_B4_004/test.csv",
+  "query": "For a longitudinal study on community resilience, we need a control group of lower-impact events. From the candidate set, and using our historical archives for context, identify the 15 incidents with the lowest forecasted fatalities.",
+  "meta_info": {
+    "domain": "daily"
+  },
+  "final_decision": {},
+  "what_if": {},
+  "ground_truth": {
+    "extracted_features": [
+      {
+        "scenario_id": "001",
+        "features": {
+          "incident_id": 652279,
+          "date": "2016-09-09",
+          "state": "North Carolina",
+          "city_or_county": "Charlotte",
+          "address": "100 block of East Park Avenue",
+          "n_killed": 1,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/652279",
+          "source_url": "http://www.wsoctv.com/news/local/man-arrested-in-murder-case-connected-to-slaying-of-school-teacher/468034409",
+          "incident_url_fields_missing": "False",
+          "congressional_district": null,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Shot - Dead (murder, accidental, suicide)||Armed robbery with injury/death and/or evidence of DGU found",
+          "latitude": null,
+          "location_description": "SouthEnd",
+          "longitude": null,
+          "n_guns_involved": 1.0,
+          "notes": "Teacher Victim died 9/14/16 as a result of injuries from gunshot",
+          "participant_age": "0::33",
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Female",
+          "participant_name": "0::Ruijuan Guo",
+          "participant_relationship": null,
+          "participant_status": "0::Killed",
+          "participant_type": "0::Victim",
+          "sources": "http://wccbcharlotte.com/2016/09/10/police-investigating-shooting-central-division/||http://www.wcnc.com/news/local/shooting-investigation-underway-in-charlotte-central-division/316419372||http://www.wcnc.com/news/local/shooting-investigation-underway-in-charlotte-central-division/316419372||http://www.wsoctv.com/news/local/man-arrested-in-murder-case-connected-to-slaying-of-school-teacher/468034409",
+          "state_house_district": null,
+          "state_senate_district": null
+        }
+      },
+      {
+        "scenario_id": "002",
+        "features": {
+          "incident_id": 141637,
+          "date": "2014-05-31",
+          "state": "Nebraska",
+          "city_or_county": "Omaha",
+          "address": "132nd Street and West Center Road",
+          "n_killed": 0,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/141637",
+          "source_url": "http://www.ketv.com/news/pharmacy-robbed-overnight/26275626#!TwVEg",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 2.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Armed robbery with injury/death and/or evidence of DGU found",
+          "latitude": 41.234,
+          "location_description": null,
+          "longitude": -96.1194,
+          "n_guns_involved": null,
+          "notes": null,
+          "participant_age": null,
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Male",
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": "0::Unharmed",
+          "participant_type": "0::Subject-Suspect",
+          "sources": "http://www.ketv.com/news/pharmacy-robbed-overnight/26275626#!TwVEg",
+          "state_house_district": null,
+          "state_senate_district": 20.0
+        }
+      },
+      {
+        "scenario_id": "003",
+        "features": {
+          "incident_id": 193765,
+          "date": "2014-09-20",
+          "state": "Oregon",
+          "city_or_county": "Clackamas County",
+          "address": "30800 block of Short Fellows Road ",
+          "n_killed": 0,
+          "n_injured": 1,
+          "incident_url": "http://www.gunviolencearchive.org/incident/193765",
+          "source_url": "http://www.oregonlive.com/clackamascounty/index.ssf/2014/09/man_shoots_burglary_suspect_in.html#incart_river",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 5.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Shot - Wounded/Injured||Home Invasion||Home Invasion - subject/suspect/perpetrator injured||Defensive Use",
+          "latitude": 45.1609,
+          "location_description": null,
+          "longitude": -122.485,
+          "n_guns_involved": null,
+          "notes": null,
+          "participant_age": "1::23",
+          "participant_age_group": "0::Adult 18+||1::Adult 18+",
+          "participant_gender": "0::Male||1::Male",
+          "participant_name": "1::Konstatntin Kutsov",
+          "participant_relationship": null,
+          "participant_status": "0::Unharmed||1::Injured",
+          "participant_type": "0::Victim||1::Subject-Suspect",
+          "sources": "http://www.oregonlive.com/clackamascounty/index.ssf/2014/09/man_shoots_burglary_suspect_in.html#incart_river",
+          "state_house_district": 18.0,
+          "state_senate_district": 9.0
+        }
+      },
+      {
+        "scenario_id": "004",
+        "features": {
+          "incident_id": 389169,
+          "date": "2015-08-01",
+          "state": "Oklahoma",
+          "city_or_county": "Lawton",
+          "address": "6500 block of Elm",
+          "n_killed": 0,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/389169",
+          "source_url": "http://www.kswo.com/story/29688413/shots-fired-into-west-side-home",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 4.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Shots Fired - No Injuries",
+          "latitude": 34.6205,
+          "location_description": null,
+          "longitude": -98.473,
+          "n_guns_involved": null,
+          "notes": null,
+          "participant_age": null,
+          "participant_age_group": null,
+          "participant_gender": null,
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": null,
+          "participant_type": null,
+          "sources": "http://www.kswo.com/story/29688413/shots-fired-into-west-side-home",
+          "state_house_district": 62.0,
+          "state_senate_district": 32.0
+        }
+      },
+      {
+        "scenario_id": "005",
+        "features": {
+          "incident_id": 115681,
+          "date": "2014-03-15",
+          "state": "South Carolina",
+          "city_or_county": "Columbia",
+          "address": "1600 block of Fairlamb Avenue",
+          "n_killed": 1,
+          "n_injured": 2,
+          "incident_url": "http://www.gunviolencearchive.org/incident/115681",
+          "source_url": "http://www.thestate.com/2014/03/16/3330111/update-name-of-victim-in-saturdays.html",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 2.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Shot - Dead (murder, accidental, suicide)|Pistol-whipping",
+          "latitude": 34.0474,
+          "location_description": null,
+          "longitude": -80.93,
+          "n_guns_involved": null,
+          "notes": null,
+          "participant_age": "0:39",
+          "participant_age_group": "0:Adult 18+|1:Adult 18+|2:Adult 18+|3:Adult 18+|4:Adult 18+|5:Adult 18+",
+          "participant_gender": "0:Male|3:Male|4:Male|5:Female",
+          "participant_name": "0:Luis Enrique Contreras-Teran",
+          "participant_relationship": null,
+          "participant_status": "0:Killed|1:Injured|2:Injured|3:Unharmed|4:Unharmed|5:Unharmed",
+          "participant_type": "0:Victim|1:Victim|2:Victim|3:Subject-Suspect|4:Subject-Suspect|5:Subject-Suspect",
+          "sources": "http://www.thestate.com/2014/03/16/3330111/update-name-of-victim-in-saturdays.html",
+          "state_house_district": 76.0,
+          "state_senate_district": 22.0
+        }
+      },
+      {
+        "scenario_id": "006",
+        "features": {
+          "incident_id": 1044649,
+          "date": "2018-02-07",
+          "state": "Ohio",
+          "city_or_county": "Columbus",
+          "address": "2800 block of E 13th Ave",
+          "n_killed": 0,
+          "n_injured": 1,
+          "incident_url": "http://www.gunviolencearchive.org/incident/1044649",
+          "source_url": "https://www.10tv.com/article/man-critical-condition-after-northeast-columbus-shooting",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 3.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Shot - Wounded/Injured",
+          "latitude": 39.9973,
+          "location_description": null,
+          "longitude": -82.9955,
+          "n_guns_involved": 1.0,
+          "notes": "shot in torso, crit",
+          "participant_age": "0::45",
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Male",
+          "participant_name": "0::Delbert H. Hollingsworth",
+          "participant_relationship": null,
+          "participant_status": "0::Injured",
+          "participant_type": "0::Victim",
+          "sources": "https://www.10tv.com/article/man-critical-condition-after-northeast-columbus-shooting",
+          "state_house_district": 18.0,
+          "state_senate_district": 15.0
+        }
+      },
+      {
+        "scenario_id": "007",
+        "features": {
+          "incident_id": 336020,
+          "date": "2015-05-07",
+          "state": "Georgia",
+          "city_or_county": "Macon",
+          "address": "3044 Bloomfield Drive",
+          "n_killed": 0,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/336020",
+          "source_url": "http://www.macon.com/2015/05/07/3734779_bloomfield-apartments-cars-hit.html?rh=1",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 2.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Shots Fired - No Injuries",
+          "latitude": 32.8089,
+          "location_description": null,
+          "longitude": -83.7003,
+          "n_guns_involved": null,
+          "notes": "Sandy Springs apt, up to 10 shots heard, 3 apt, 2 cars hit, no inj",
+          "participant_age": null,
+          "participant_age_group": null,
+          "participant_gender": null,
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": null,
+          "participant_type": null,
+          "sources": "http://www.macon.com/2015/05/07/3734779_bloomfield-apartments-cars-hit.html?rh=1",
+          "state_house_district": 142.0,
+          "state_senate_district": 26.0
+        }
+      },
+      {
+        "scenario_id": "008",
+        "features": {
+          "incident_id": 943750,
+          "date": "2017-09-27",
+          "state": "Pennsylvania",
+          "city_or_county": "Philadelphia",
+          "address": "58th St and Kingsessing Ave",
+          "n_killed": 0,
+          "n_injured": 1,
+          "incident_url": "http://www.gunviolencearchive.org/incident/943750",
+          "source_url": "http://philadelphia.cbslocal.com/2017/09/28/3-wanted-kingsessing-crime-spree/",
+          "incident_url_fields_missing": "False",
+          "congressional_district": null,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Non-Shooting Incident||Armed robbery with injury/death and/or evidence of DGU found||Pistol-whipping",
+          "latitude": 39.9347,
+          "location_description": "(Kingsessing)",
+          "longitude": -75.2273,
+          "n_guns_involved": 1.0,
+          "notes": "approx. 11:45 pm, PW and robbed, LE believe same suspects as 9/27/17 shooting on N 63rd St",
+          "participant_age": null,
+          "participant_age_group": "0::Adult 18+||1::Adult 18+||2::Adult 18+||3::Adult 18+",
+          "participant_gender": "0::Male||1::Male||2::Male||3::Male",
+          "participant_name": null,
+          "participant_relationship": "1::Armed Robbery||2::Armed Robbery||3::Armed Robbery",
+          "participant_status": "0::Injured",
+          "participant_type": "0::Victim||1::Subject-Suspect||2::Subject-Suspect||3::Subject-Suspect",
+          "sources": "http://philadelphia.cbslocal.com/2017/09/28/3-wanted-kingsessing-crime-spree/",
+          "state_house_district": null,
+          "state_senate_district": null
+        }
+      },
+      {
+        "scenario_id": "009",
+        "features": {
+          "incident_id": 440535,
+          "date": "2015-11-01",
+          "state": "New Jersey",
+          "city_or_county": "Paterson",
+          "address": "East Main Street",
+          "n_killed": 0,
+          "n_injured": 1,
+          "incident_url": "http://www.gunviolencearchive.org/incident/440535",
+          "source_url": "http://www.northjersey.com/news/man-injured-in-paterson-shooting-1.1446306",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 9.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Shot - Wounded/Injured",
+          "latitude": 40.9292,
+          "location_description": null,
+          "longitude": -74.1683,
+          "n_guns_involved": null,
+          "notes": null,
+          "participant_age": "0::32",
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Male",
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": "0::Injured",
+          "participant_type": "0::Victim",
+          "sources": "http://www.northjersey.com/news/man-injured-in-paterson-shooting-1.1446306",
+          "state_house_district": 35.0,
+          "state_senate_district": 35.0
+        }
+      },
+      {
+        "scenario_id": "010",
+        "features": {
+          "incident_id": 295713,
+          "date": "2015-02-21",
+          "state": "California",
+          "city_or_county": "Los Angeles",
+          "address": "9900 block of Budlong Avenue",
+          "n_killed": 1,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/295713",
+          "source_url": "http://homicide.latimes.com/post/tramel-laqune-kerl/",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 43.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Shot - Dead (murder, accidental, suicide)",
+          "latitude": 33.946,
+          "location_description": null,
+          "longitude": -118.296,
+          "n_guns_involved": null,
+          "notes": null,
+          "participant_age": "0::39",
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Male",
+          "participant_name": "0::Tramel Laqune Kerl",
+          "participant_relationship": null,
+          "participant_status": "0::Killed",
+          "participant_type": "0::Victim",
+          "sources": "http://ktla.com/2015/02/21/man-shot-to-death-in-westmont-area-of-south-l-a-investigation-underway/||http://homicide.latimes.com/post/tramel-laqune-kerl/",
+          "state_house_district": 62.0,
+          "state_senate_district": 30.0
+        }
+      },
+      {
+        "scenario_id": "011",
+        "features": {
+          "incident_id": 135485,
+          "date": "2014-05-16",
+          "state": "New York",
+          "city_or_county": "Manhattan",
+          "address": "FDR Drive",
+          "n_killed": 1,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/135485",
+          "source_url": "http://newyork.cbslocal.com/2014/05/19/nypd-suspect-in-east-harlem-police-involved-shooting-arrested/",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 12.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Shot - Dead (murder, accidental, suicide)||Officer Involved Incident||Officer Involved Shooting - subject/suspect/perpetrator killed",
+          "latitude": 40.7516,
+          "location_description": null,
+          "longitude": -73.9652,
+          "n_guns_involved": null,
+          "notes": "ois pharmacy",
+          "participant_age": "0::45",
+          "participant_age_group": "0::Adult 18+||1::Adult 18+",
+          "participant_gender": "0::Male||1::Male",
+          "participant_name": "0::Scott Kato",
+          "participant_relationship": null,
+          "participant_status": "0::Killed||1::Unharmed",
+          "participant_type": "0::Victim||1::Subject-Suspect",
+          "sources": "http://www.nydailynews.com/new-york/nyc-crime/cops-shoot-kill-pharmacy-robber-manhattan-article-1.1795228||http://newyork.cbslocal.com/2014/05/19/nypd-suspect-in-east-harlem-police-involved-shooting-arrested/",
+          "state_house_district": 74.0,
+          "state_senate_district": 28.0
+        }
+      },
+      {
+        "scenario_id": "012",
+        "features": {
+          "incident_id": 371030,
+          "date": "2015-07-05",
+          "state": "South Carolina",
+          "city_or_county": "Eutawville",
+          "address": "157 State Road S-38-1641",
+          "n_killed": 2,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/371030",
+          "source_url": "http://thetandd.com/news/amid-cries-family-calls-fatal-shooting-senseless/article_b46321b1-094f-55d9-afc5-9874a3ad18c7.html",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 6.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Shot - Dead (murder, accidental, suicide)",
+          "latitude": 33.4228,
+          "location_description": "Indian Bluff Recreation Park",
+          "longitude": -80.369,
+          "n_guns_involved": null,
+          "notes": "dispute over jet ski",
+          "participant_age": "1::30",
+          "participant_age_group": "0::Adult 18+||1::Adult 18+",
+          "participant_gender": "0::Male||1::Male",
+          "participant_name": "0::Adrian Jamil Eaglin||1::Luther Brandell Green",
+          "participant_relationship": null,
+          "participant_status": "0::Killed||1::Killed",
+          "participant_type": "0::Victim||1::Subject-Suspect",
+          "sources": "http://thetandd.com/news/amid-cries-family-calls-fatal-shooting-senseless/article_b46321b1-094f-55d9-afc5-9874a3ad18c7.html",
+          "state_house_district": 66.0,
+          "state_senate_district": 39.0
+        }
+      },
+      {
+        "scenario_id": "013",
+        "features": {
+          "incident_id": 1014813,
+          "date": "2017-12-22",
+          "state": "Nebraska",
+          "city_or_county": "Lincoln",
+          "address": "6200 block of Woodstock Cir",
+          "n_killed": 0,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/1014813",
+          "source_url": "http://www.1011now.com/content/news/Three-juveniles-busted-for-larcenies-possible-connection-to-other-crimes--466599223.html",
+          "incident_url_fields_missing": "False",
+          "congressional_district": null,
+          "gun_stolen": "0::Stolen",
+          "gun_type": "0::32 Auto",
+          "incident_characteristics": "Non-Shooting Incident||Gun(s) stolen from owner",
+          "latitude": 40.7503,
+          "location_description": null,
+          "longitude": -96.694,
+          "n_guns_involved": 1.0,
+          "notes": "Gun stolen from vehicle between 12/22 and 12/23.",
+          "participant_age": null,
+          "participant_age_group": null,
+          "participant_gender": null,
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": null,
+          "participant_type": null,
+          "sources": "http://www.1011now.com/content/news/Three-juveniles-busted-for-larcenies-possible-connection-to-other-crimes--466599223.html",
+          "state_house_district": null,
+          "state_senate_district": null
+        }
+      },
+      {
+        "scenario_id": "014",
+        "features": {
+          "incident_id": 896182,
+          "date": "2017-07-21",
+          "state": "South Carolina",
+          "city_or_county": "Greenville",
+          "address": "Laurens Rd",
+          "n_killed": 0,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/896182",
+          "source_url": "http://wspa.com/2017/07/22/guns-ammo-seized-during-traffic-stop-in-greenville-police-say/",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 4.0,
+          "gun_stolen": "0::Stolen||1::Unknown||2::Unknown",
+          "gun_type": "0::Unknown||1::Unknown||2::Unknown",
+          "incident_characteristics": "Non-Shooting Incident||ATF/LE Confiscation/Raid/Arrest||Possession (gun(s) found during commission of other crimes)||Possession of gun by felon or prohibited person||Stolen/Illegally owned gun{s} recovered during arrest/warrant",
+          "latitude": 34.8476,
+          "location_description": null,
+          "longitude": -82.3992,
+          "n_guns_involved": 3.0,
+          "notes": "traffic stop, 3 guns incl at least 1 stolen",
+          "participant_age": null,
+          "participant_age_group": null,
+          "participant_gender": null,
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": "0::Unharmed, Arrested",
+          "participant_type": "0::Subject-Suspect",
+          "sources": "http://wspa.com/2017/07/22/guns-ammo-seized-during-traffic-stop-in-greenville-police-say/",
+          "state_house_district": 23.0,
+          "state_senate_district": 7.0
+        }
+      },
+      {
+        "scenario_id": "015",
+        "features": {
+          "incident_id": 132695,
+          "date": "2014-05-05",
+          "state": "Georgia",
+          "city_or_county": "Albany",
+          "address": "814 North Jefferson Street",
+          "n_killed": 0,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/132695",
+          "source_url": "http://www.wmcactionnews5.com/story/25436211/man-on-the-run-after-convenience-store-robbery",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 2.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Armed robbery with injury/death and/or evidence of DGU found",
+          "latitude": 31.5878,
+          "location_description": null,
+          "longitude": -84.156,
+          "n_guns_involved": null,
+          "notes": "convenience store ",
+          "participant_age": "0::39",
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Male",
+          "participant_name": "0::Kevin Peleel",
+          "participant_relationship": null,
+          "participant_status": "0::Unharmed",
+          "participant_type": "0::Subject-Suspect",
+          "sources": "http://www.wmcactionnews5.com/story/25436211/man-on-the-run-after-convenience-store-robbery",
+          "state_house_district": 153.0,
+          "state_senate_district": 12.0
+        }
+      },
+      {
+        "scenario_id": "016",
+        "features": {
+          "incident_id": 872977,
+          "date": "2017-04-19",
+          "state": "California",
+          "city_or_county": "Long Beach",
+          "address": "500 block of Cherry Ave",
+          "n_killed": 1,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/872977",
+          "source_url": "http://www.longbeach.gov/police/press-releases/murder-500-block-cherry/",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 47.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Shot - Dead (murder, accidental, suicide)",
+          "latitude": 33.7736,
+          "location_description": null,
+          "longitude": -118.167,
+          "n_guns_involved": 1.0,
+          "notes": "Arrest May 3, 2017 personal conflict led to the shooting where suspect was injured and later died",
+          "participant_age": "0::38||1::33",
+          "participant_age_group": "0::Adult 18+||1::Adult 18+",
+          "participant_gender": "0::Male||1::Male",
+          "participant_name": "0::William Luther Hayes||1::Jason Daniels",
+          "participant_relationship": null,
+          "participant_status": "0::Killed||1::Unharmed, Arrested",
+          "participant_type": "0::Victim||1::Subject-Suspect",
+          "sources": "http://www.longbeach.gov/police/press-releases/murder-500-block-cherry/",
+          "state_house_district": 70.0,
+          "state_senate_district": 33.0
+        }
+      },
+      {
+        "scenario_id": "017",
+        "features": {
+          "incident_id": 1074215,
+          "date": "2018-03-07",
+          "state": "California",
+          "city_or_county": "Los Angeles",
+          "address": "615 Normandie Ave",
+          "n_killed": 0,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/1074215",
+          "source_url": "https://www.atf.gov/news/pr/felon-possession-receives-hefty-prison-sentence",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 34.0,
+          "gun_stolen": "0::Unknown||1::Unknown||2::Unknown||3::Unknown||4::Unknown",
+          "gun_type": "0::9mm||1::9mm||2::22 LR||3::9mm||4::45 Auto",
+          "incident_characteristics": "Non-Shooting Incident||Drug involvement||ATF/LE Confiscation/Raid/Arrest||Possession of gun by felon or prohibited person",
+          "latitude": 34.0631,
+          "location_description": null,
+          "longitude": -118.3,
+          "n_guns_involved": 5.0,
+          "notes": null,
+          "participant_age": "0::22",
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Male",
+          "participant_name": "0::Michael Anthony Lopez",
+          "participant_relationship": null,
+          "participant_status": "0::Unharmed, Arrested",
+          "participant_type": "0::Subject-Suspect",
+          "sources": "https://www.atf.gov/news/pr/felon-possession-receives-hefty-prison-sentence",
+          "state_house_district": 53.0,
+          "state_senate_district": 24.0
+        }
+      },
+      {
+        "scenario_id": "018",
+        "features": {
+          "incident_id": 1036577,
+          "date": "2018-01-26",
+          "state": "Wisconsin",
+          "city_or_county": "Sun Prairie",
+          "address": "3700 Heatherstone Dr",
+          "n_killed": 0,
+          "n_injured": 1,
+          "incident_url": "http://www.gunviolencearchive.org/incident/1036577",
+          "source_url": "https://www.channel3000.com/news/officials-sun-prairie-man-who-accidentally-shot-himself-while-cleaning-gun-suffers-serious-injuries/691691239",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 2.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::9mm",
+          "incident_characteristics": "Shot - Wounded/Injured||Accidental Shooting||Accidental Shooting - Injury||Accidental/Negligent Discharge||Self-Inflicted (not suicide or suicide attempt - NO PERP)||Cleaning gun",
+          "latitude": 43.1941,
+          "location_description": null,
+          "longitude": -89.2821,
+          "n_guns_involved": 1.0,
+          "notes": null,
+          "participant_age": "0::49",
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Male",
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": "0::Injured",
+          "participant_type": "0::Victim",
+          "sources": "https://www.channel3000.com/news/officials-sun-prairie-man-who-accidentally-shot-himself-while-cleaning-gun-suffers-serious-injuries/691691239",
+          "state_house_district": 79.0,
+          "state_senate_district": 27.0
+        }
+      },
+      {
+        "scenario_id": "019",
+        "features": {
+          "incident_id": 295514,
+          "date": "2015-02-20",
+          "state": "Texas",
+          "city_or_county": "Harris County",
+          "address": "1200 block of E. Airtex",
+          "n_killed": 1,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/295514",
+          "source_url": "http://www.khou.com/story/news/local/2015/02/20/officer-involved-shooting-reported-in-n-harris-county/23751883/",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 18.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Shot - Dead (murder, accidental, suicide)||Officer Involved Incident||Officer Involved Shooting - subject/suspect/perpetrator killed",
+          "latitude": 29.9816,
+          "location_description": null,
+          "longitude": -95.4281,
+          "n_guns_involved": null,
+          "notes": "Harris County Sheriff's Office investigating after perp aimed gun at a U.S. marshall and the perp was shot.",
+          "participant_age": null,
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Male",
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": "0::Killed",
+          "participant_type": "0::Subject-Suspect",
+          "sources": "http://www.khou.com/story/news/local/2015/02/20/officer-involved-shooting-reported-in-n-harris-county/23751883/",
+          "state_house_district": 141.0,
+          "state_senate_district": 15.0
+        }
+      },
+      {
+        "scenario_id": "020",
+        "features": {
+          "incident_id": 870237,
+          "date": "2017-06-18",
+          "state": "Louisiana",
+          "city_or_county": "New Orleans",
+          "address": "E I 10 and Orleans Ave",
+          "n_killed": 0,
+          "n_injured": 1,
+          "incident_url": "http://www.gunviolencearchive.org/incident/870237",
+          "source_url": "http://Orleans Avenuewww.nola.com/crime/index.ssf/2017/06/shooting_interstate_10_new_orl.html",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 2.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Shot - Wounded/Injured||Shots Fired - No Injuries||Drive-by (car to street, car to car)",
+          "latitude": 29.9652,
+          "location_description": null,
+          "longitude": -90.0739,
+          "n_guns_involved": 1.0,
+          "notes": "exit 235A; 2nd scene North Claiborne Avenue and Pauger Street",
+          "participant_age": null,
+          "participant_age_group": null,
+          "participant_gender": "0::Male",
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": "0::Injured",
+          "participant_type": "0::Victim",
+          "sources": "http://www.nola.com/crime/index.ssf/2017/06/shooting_interstate_10_new_orl.html",
+          "state_house_district": 93.0,
+          "state_senate_district": 5.0
+        }
+      },
+      {
+        "scenario_id": "021",
+        "features": {
+          "incident_id": 793399,
+          "date": "2017-03-11",
+          "state": "Virginia",
+          "city_or_county": "Chantilly",
+          "address": "13930 Metrotech Drive",
+          "n_killed": 0,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/793399",
+          "source_url": "http://www.wusa9.com/news/local/3-men-charged-in-recent-gun-store-burglaries/424004124",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 10.0,
+          "gun_stolen": "0::Stolen||1::Stolen||2::Stolen||3::Stolen||4::Stolen||5::Stolen||6::Stolen||7::Stolen||8::Stolen||9::Stolen||10::Stolen||11::Stolen||12::Stolen||13::Stolen||14::Stolen||15::Stolen||16::Stolen||17::Stolen||18::Stolen||19::Stolen||20::Stolen||21::Stolen||22::Stolen||23::Stolen||24::Stolen||25::Stolen||26::Stolen||27::Stolen||28::Stolen||29::Stolen||30::Stolen||31::Stolen||32::Stolen||33::Stolen||34::Stolen",
+          "gun_type": "0::Unknown||1::Unknown||2::Unknown||3::Unknown||4::Unknown||5::Unknown||6::Unknown||7::Unknown||8::Unknown||9::Unknown||10::Unknown||11::Unknown||12::Unknown||13::Unknown||14::Unknown||15::Unknown||16::Unknown||17::Unknown||18::Unknown||19::Unknown||20::Unknown||21::Unknown||22::Unknown||23::Unknown||24::Unknown||25::Unknown||26::Unknown||27::Unknown||28::Unknown||29::Unknown||30::Unknown||31::Unknown||32::Unknown||33::Unknown||34::Unknown",
+          "incident_characteristics": "Institution/Group/Business||Non-Shooting Incident||Gun shop robbery or burglary",
+          "latitude": 38.8962,
+          "location_description": "50 West Armory",
+          "longitude": -77.4275,
+          "n_guns_involved": 35.0,
+          "notes": "35 firearms stolen from gun store, suspects also tried to rob two gun stores in Fredericksburg on March 14",
+          "participant_age": "0::19||1::23||2::23",
+          "participant_age_group": "0::Adult 18+||1::Adult 18+||2::Adult 18+",
+          "participant_gender": "0::Male||1::Male||2::Male",
+          "participant_name": "0::Daniel Quarles||1::Preston Holmes||2::Matthew Jones",
+          "participant_relationship": null,
+          "participant_status": "0::Unharmed, Arrested||1::Unharmed, Arrested||2::Unharmed, Arrested",
+          "participant_type": "0::Subject-Suspect||1::Subject-Suspect||2::Subject-Suspect",
+          "sources": "http://www.alexandrianews.org/2017/03/dozens-of-firearms-stolen-from-chantilly-gun-store/||http://www.wusa9.com/news/local/3-arrested-in-va-gun-store-burglaries/424118061||http://www.wusa9.com/news/local/3-men-charged-in-recent-gun-store-burglaries/424004124",
+          "state_house_district": 86.0,
+          "state_senate_district": 32.0
+        }
+      },
+      {
+        "scenario_id": "022",
+        "features": {
+          "incident_id": 92228,
+          "date": "2014-01-01",
+          "state": "Arkansas",
+          "city_or_county": "Pine Bluff",
+          "address": "2300 block of Port Road",
+          "n_killed": 0,
+          "n_injured": 1,
+          "incident_url": "http://www.gunviolencearchive.org/incident/92228",
+          "source_url": "http://www.thv11.com/news/crime/293574/370/Man-wanted-in-New-Years-Day-shooting-in-Pine-Bluff",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 4.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Shot - Wounded/Injured",
+          "latitude": 34.2291,
+          "location_description": null,
+          "longitude": -91.9779,
+          "n_guns_involved": null,
+          "notes": null,
+          "participant_age": "1::26",
+          "participant_age_group": "0::Adult 18+||1::Adult 18+",
+          "participant_gender": "0::Male||1::Male",
+          "participant_name": "1::Ronald Maxwell Jr.",
+          "participant_relationship": null,
+          "participant_status": "0::Injured||1::Unharmed",
+          "participant_type": "0::Victim||1::Subject-Suspect",
+          "sources": "http://www.katv.com/story/24341851/pine-bluff-man-shot-in-leg-suspect-in-custody||http://www.thv11.com/news/crime/293574/370/Man-wanted-in-New-Years-Day-shooting-in-Pine-Bluff",
+          "state_house_district": 16.0,
+          "state_senate_district": 25.0
+        }
+      },
+      {
+        "scenario_id": "031",
+        "features": {
+          "incident_id": 135042,
+          "date": "2014-05-14",
+          "state": "California",
+          "city_or_county": "Sacramento",
+          "address": "6800 block of Woodbine Ave",
+          "n_killed": 1,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/135042",
+          "source_url": "http://www.sacbee.com/news/local/crime/article202709659.html",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 6.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Shotgun",
+          "incident_characteristics": "Shot - Dead (murder, accidental, suicide)||Domestic Violence||Possession of gun by felon or prohibited person",
+          "latitude": 38.5024,
+          "location_description": null,
+          "longitude": -121.48,
+          "n_guns_involved": 1.0,
+          "notes": null,
+          "participant_age": "0::31||1::34",
+          "participant_age_group": "0::Adult 18+||1::Adult 18+",
+          "participant_gender": "0::Female||1::Male",
+          "participant_name": "0::Tamisha Evette Ridge||1::Dameshlo Green",
+          "participant_relationship": "1::Significant others - current or former",
+          "participant_status": "0::Killed||1::Unharmed, Arrested",
+          "participant_type": "0::Victim||1::Subject-Suspect",
+          "sources": "http://www.sacbee.com/2014/05/14/6403951/woman-shot-to-death-in-south-sacramento.html||http://www.sacbee.com/news/local/crime/article202709659.html",
+          "state_house_district": 9.0,
+          "state_senate_district": 6.0
+        }
+      },
+      {
+        "scenario_id": "033",
+        "features": {
+          "incident_id": 320323,
+          "date": "2015-04-08",
+          "state": "Illinois",
+          "city_or_county": "Chicago",
+          "address": "84th Street and Essex",
+          "n_killed": 1,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/320323",
+          "source_url": "http://www.chicagotribune.com/news/local/breaking/chi-man-shot-in-head-on-south-side-20150408-story.html",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 2.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Shot - Dead (murder, accidental, suicide)",
+          "latitude": 41.7427,
+          "location_description": null,
+          "longitude": -87.5637,
+          "n_guns_involved": null,
+          "notes": "Man shot, head, critical; unclear. Died in hospital.",
+          "participant_age": "0::21",
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Male||1::Male",
+          "participant_name": "0::Devante Warnsby",
+          "participant_relationship": null,
+          "participant_status": "0::Killed||1::Unharmed",
+          "participant_type": "0::Victim||1::Subject-Suspect",
+          "sources": "http://abc7chicago.com/news/man-shot-in-the-head-in-south-shore/641586/||http://www.chicagotribune.com/news/local/breaking/chi-man-shot-in-head-on-south-side-20150408-story.html",
+          "state_house_district": 33.0,
+          "state_senate_district": 17.0
+        }
+      },
+      {
+        "scenario_id": "036",
+        "features": {
+          "incident_id": 990412,
+          "date": "2017-11-16",
+          "state": "Illinois",
+          "city_or_county": "Des Plaines (Rosemont)",
+          "address": "9700 Higgins Rd",
+          "n_killed": 1,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/990412",
+          "source_url": "http://www.dailyherald.com/news/20171116/rosemont-police-investigating-death",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 5.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Shot - Dead (murder, accidental, suicide)",
+          "latitude": 41.9942,
+          "location_description": null,
+          "longitude": -87.8689,
+          "n_guns_involved": 1.0,
+          "notes": "Man's body found w/ gun n hand in truck;",
+          "participant_age": null,
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Male",
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": "0::Killed",
+          "participant_type": "0::Victim",
+          "sources": "http://www.dailyherald.com/news/20171116/rosemont-police-investigating-death",
+          "state_house_district": 20.0,
+          "state_senate_district": 10.0
+        }
+      },
+      {
+        "scenario_id": "047",
+        "features": {
+          "incident_id": 881671,
+          "date": "2017-07-02",
+          "state": "Mississippi",
+          "city_or_county": "Cruger",
+          "address": "2183 Holly Grove Meeks Rd",
+          "n_killed": 1,
+          "n_injured": 1,
+          "incident_url": "http://www.gunviolencearchive.org/incident/881671",
+          "source_url": "http://www.gwcommonwealth.com/news/article_94d705aa-7eb8-11e7-bf0c-8b51a12ae789.html",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 2.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Shot - Wounded/Injured||Shot - Dead (murder, accidental, suicide)||Bar/club incident - in or around establishment",
+          "latitude": 33.3094,
+          "location_description": "Club CJ's",
+          "longitude": -90.2041,
+          "n_guns_involved": 1.0,
+          "notes": null,
+          "participant_age": "2::37||3::32",
+          "participant_age_group": "0::Adult 18+||1::Adult 18+||2::Adult 18+||3::Adult 18+||4::Adult 18+",
+          "participant_gender": "0::Male||1::Male||2::Male||3::Male||4::Male",
+          "participant_name": "0::Bernardo Washington||1::Joe Holmes||2::Demantreous Love||3::Jamar Newsome||4::Montrell Pretzea Love",
+          "participant_relationship": null,
+          "participant_status": "0::Killed||1::Injured||2::Unharmed||3::Unharmed||4::Unharmed, Arrested",
+          "participant_type": "0::Victim||1::Victim||2::Subject-Suspect||3::Subject-Suspect||4::Subject-Suspect",
+          "sources": "http://www.walb.com/story/35801551/double-shooting-at-holmes-co-club-leaves-one-dead||http://www.msnewsnow.com/story/36091244/two-men-wanted-for-capital-murder-in-holmes-county||http://wjtv.com/2017/07/03/1-dead-1-injured-in-holmes-county-club-shooting-deputies-search-for-suspect/||http://www.gwcommonwealth.com/news/article_94d705aa-7eb8-11e7-bf0c-8b51a12ae789.html",
+          "state_house_district": 34.0,
+          "state_senate_district": 24.0
+        }
+      },
+      {
+        "scenario_id": "062",
+        "features": {
+          "incident_id": 883282,
+          "date": "2017-07-05",
+          "state": "Illinois",
+          "city_or_county": "Chicago (Roseland)",
+          "address": "11000 block of S Eberhart",
+          "n_killed": 2,
+          "n_injured": 2,
+          "incident_url": "http://www.gunviolencearchive.org/incident/883282",
+          "source_url": "http://homicides.suntimes.com/2017/07/07/neighbor-fatal-shooting-of-derwin-moore-and-maurice-willis-in-roseland-are-so-normal-in-the-black-community/",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 2.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Shot - Wounded/Injured||Shot - Dead (murder, accidental, suicide)||Drive-by (car to street, car to car)||Mass Shooting (4+ victims injured or killed excluding the subject/suspect/perpetrator, one location)",
+          "latitude": 41.6945,
+          "location_description": null,
+          "longitude": -87.611,
+          "n_guns_involved": 1.0,
+          "notes": "2 killed, 2 wounded, stable; drive-by by several shooters as they stood on street;",
+          "participant_age": "0::33||1::35||2::29||3::37",
+          "participant_age_group": "0::Adult 18+||1::Adult 18+||2::Adult 18+||3::Adult 18+",
+          "participant_gender": "0::Male||1::Male||2::Male||3::Male",
+          "participant_name": "0::Maurice Anthony Willis||1::Derwin Moore",
+          "participant_relationship": null,
+          "participant_status": "0::Killed||1::Killed||2::Injured||3::Injured",
+          "participant_type": "0::Victim||1::Victim||2::Victim||3::Victim",
+          "sources": "http://chicago.suntimes.com/news/police-2-dead-2-wounded-in-roseland-shooting/||http://homicides.suntimes.com/2017/07/07/neighbor-fatal-shooting-of-derwin-moore-and-maurice-willis-in-roseland-are-so-normal-in-the-black-community/",
+          "state_house_district": 34.0,
+          "state_senate_district": 17.0
+        }
+      },
+      {
+        "scenario_id": "066",
+        "features": {
+          "incident_id": 218620,
+          "date": "2014-11-08",
+          "state": "California",
+          "city_or_county": "Lucerne",
+          "address": "16th street",
+          "n_killed": 1,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/218620",
+          "source_url": "http://blog.sfgate.com/crime/2014/11/10/lake-county-officers-shoot-and-kill-man/",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 3.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Shot - Dead (murder, accidental, suicide)||Officer Involved Incident||Officer Involved Shooting - subject/suspect/perpetrator killed",
+          "latitude": 39.0858,
+          "location_description": null,
+          "longitude": -122.79,
+          "n_guns_involved": null,
+          "notes": null,
+          "participant_age": "0::56",
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Male",
+          "participant_name": "0::Christopher O’Neal",
+          "participant_relationship": null,
+          "participant_status": "0::Killed",
+          "participant_type": "0::Subject-Suspect",
+          "sources": "http://blog.sfgate.com/crime/2014/11/10/lake-county-officers-shoot-and-kill-man/",
+          "state_house_district": 4.0,
+          "state_senate_district": 2.0
+        }
+      },
+      {
+        "scenario_id": "068",
+        "features": {
+          "incident_id": 337544,
+          "date": "2015-05-10",
+          "state": "Alabama",
+          "city_or_county": "Mobile (county)",
+          "address": "Spring Street",
+          "n_killed": 1,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/337544",
+          "source_url": "http://www.wsfa.com/story/29025992/apparent-homicide-on-spring-street",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 1.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Shot - Dead (murder, accidental, suicide)",
+          "latitude": 30.7221,
+          "location_description": null,
+          "longitude": -88.0865,
+          "n_guns_involved": null,
+          "notes": null,
+          "participant_age": null,
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Male",
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": "0::Killed",
+          "participant_type": "0::Victim",
+          "sources": "http://www.wsfa.com/story/29025992/apparent-homicide-on-spring-street",
+          "state_house_district": 99.0,
+          "state_senate_district": 33.0
+        }
+      },
+      {
+        "scenario_id": "069",
+        "features": {
+          "incident_id": 1023959,
+          "date": "2018-01-09",
+          "state": "Illinois",
+          "city_or_county": "Chicago",
+          "address": "1900 N Albany Ave",
+          "n_killed": 1,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/1023959",
+          "source_url": "https://chicago.suntimes.com/news/felon-charged-with-fatally-shooting-logan-square-man-during-argument/",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 4.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Shot - Dead (murder, accidental, suicide)||Road rage",
+          "latitude": 41.916,
+          "location_description": null,
+          "longitude": -87.7053,
+          "n_guns_involved": 1.0,
+          "notes": "Victim shot outside store during fight after road rage incident; suspect convicted/murder, 1988;",
+          "participant_age": "0::34||1::51",
+          "participant_age_group": "0::Adult 18+||1::Adult 18+",
+          "participant_gender": "0::Male||1::Male",
+          "participant_name": "0::Peter Puleo||1::Marc Johnson",
+          "participant_relationship": null,
+          "participant_status": "0::Killed||1::Unharmed, Arrested",
+          "participant_type": "0::Victim||1::Subject-Suspect",
+          "sources": "https://chicago.suntimes.com/news/man-killed-in-logan-square-drive-by-shooting-2/||https://chicago.suntimes.com/news/felon-charged-with-fatally-shooting-logan-square-man-during-argument/",
+          "state_house_district": 4.0,
+          "state_senate_district": 2.0
+        }
+      },
+      {
+        "scenario_id": "082",
+        "features": {
+          "incident_id": 153275,
+          "date": "2014-06-30",
+          "state": "Kentucky",
+          "city_or_county": "Lexington",
+          "address": "Scottsdale Circle",
+          "n_killed": 1,
+          "n_injured": 3,
+          "incident_url": "http://www.gunviolencearchive.org/incident/153275",
+          "source_url": "http://www.wkyt.com/home/headlines/Lexington-police-on-scene-of-reported-shooting-265316871.html",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 6.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Shot - Wounded/Injured||Shot - Dead (murder, accidental, suicide)||Mass Shooting (4+ victims injured or killed excluding the subject/suspect/perpetrator, one location)",
+          "latitude": 38.0763,
+          "location_description": null,
+          "longitude": -84.4772,
+          "n_guns_involved": null,
+          "notes": "Hollow Creek neighborhood off Russell Cave Road, one of four women shot inside home died",
+          "participant_age": "0::18",
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Female||1::Female||2::Female||3::Female",
+          "participant_name": "0::Kieara Green",
+          "participant_relationship": null,
+          "participant_status": "0::Killed||1::Injured||2::Injured||3::Injured",
+          "participant_type": "0::Victim||1::Victim||2::Victim||3::Victim",
+          "sources": "http://www.wkyt.com/home/headlines/Lexington-police-on-scene-of-reported-shooting-265316871.html",
+          "state_house_district": null,
+          "state_senate_district": null
+        }
+      },
+      {
+        "scenario_id": "084",
+        "features": {
+          "incident_id": 713419,
+          "date": "2016-11-28",
+          "state": "Minnesota",
+          "city_or_county": "Moorhead",
+          "address": "19th Avenue and 20th Street South",
+          "n_killed": 1,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/713419",
+          "source_url": "http://www.valleynewslive.com/content/news/Moorhead-Police-identify-man-involved-in-standoff-403434376.html",
+          "incident_url_fields_missing": "False",
+          "congressional_district": null,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Shot - Dead (murder, accidental, suicide)||Suicide^||Officer Involved Incident||Officer Involved Shooting - subject/suspect/perpetrator killed||Officer Involved Shooting - subject/suspect/perpetrator suicide at standoff||Domestic Violence",
+          "latitude": null,
+          "location_description": null,
+          "longitude": null,
+          "n_guns_involved": 1.0,
+          "notes": "Suspect fatally shot self during standoff.",
+          "participant_age": "0::28",
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Male",
+          "participant_name": "0::Joseph Scheibel",
+          "participant_relationship": null,
+          "participant_status": "0::Killed",
+          "participant_type": "0::Subject-Suspect",
+          "sources": "http://www.myndnow.com/news/bismarck-news/man-involved-in-fargo-swat-incident-is-dead||http://www.valleynewslive.com/content/news/Moorhead-Police-identify-man-involved-in-standoff-403434376.html",
+          "state_house_district": null,
+          "state_senate_district": null
+        }
+      },
+      {
+        "scenario_id": "085",
+        "features": {
+          "incident_id": 311067,
+          "date": "2015-03-21",
+          "state": "Texas",
+          "city_or_county": "Houston",
+          "address": "3300 block of Sadler",
+          "n_killed": 1,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/311067",
+          "source_url": "http://www.chron.com/news/houston-texas/article/Relatives-find-man-dead-in-bedroom-from-gunshot-6151117.php",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 29.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Shot - Dead (murder, accidental, suicide)",
+          "latitude": 29.8345,
+          "location_description": null,
+          "longitude": -95.3363,
+          "n_guns_involved": null,
+          "notes": null,
+          "participant_age": "0::35",
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Male",
+          "participant_name": "0::Anthony Walton",
+          "participant_relationship": null,
+          "participant_status": "0::Killed",
+          "participant_type": "0::Victim",
+          "sources": "http://www.chron.com/news/houston-texas/article/Relatives-find-man-dead-in-bedroom-from-gunshot-6151117.php",
+          "state_house_district": 142.0,
+          "state_senate_district": 6.0
+        }
+      },
+      {
+        "scenario_id": "087",
+        "features": {
+          "incident_id": 758480,
+          "date": "2017-01-23",
+          "state": "Delaware",
+          "city_or_county": "Wilmington",
+          "address": "1700 block of W 13th St",
+          "n_killed": 1,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/758480",
+          "source_url": "http://www.wdel.com/news/wilmington-man-id-d-as-victim-of-fatal-police-involved/article_2955a524-e26f-11e6-a289-9b53383bcc5f.html",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 1.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Handgun",
+          "incident_characteristics": "Shot - Dead (murder, accidental, suicide)||Officer Involved Incident||Officer Involved Shooting - subject/suspect/perpetrator killed||Brandishing/flourishing/open carry/lost/found",
+          "latitude": 39.7556,
+          "location_description": "Trolley Square",
+          "longitude": -75.5647,
+          "n_guns_involved": 1.0,
+          "notes": "distraught man armed with handgun",
+          "participant_age": "0::60",
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Male",
+          "participant_name": "0::Bruce Altenburger",
+          "participant_relationship": null,
+          "participant_status": "0::Killed",
+          "participant_type": "0::Subject-Suspect",
+          "sources": "http://www.delawareonline.com/story/news/crime/2017/01/23/wilmington-police-fatally-shoot-armed-man-near-trolley-square/96974292/||http://www.wdel.com/news/wilmington-man-id-d-as-victim-of-fatal-police-involved/article_2955a524-e26f-11e6-a289-9b53383bcc5f.html",
+          "state_house_district": 4.0,
+          "state_senate_district": 1.0
+        }
+      },
+      {
+        "scenario_id": "089",
+        "features": {
+          "incident_id": 757787,
+          "date": "2017-01-23",
+          "state": "Oklahoma",
+          "city_or_county": "Oklahoma City (Del City)",
+          "address": "4000 SE 15th St",
+          "n_killed": 2,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/757787",
+          "source_url": "http://newsok.com/del-city-police-make-arrest-in-laundromat-killings/article/5535964",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 5.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Shot - Dead (murder, accidental, suicide)||Armed robbery with injury/death and/or evidence of DGU found",
+          "latitude": 35.4496,
+          "location_description": "Laundry Station",
+          "longitude": -97.4426,
+          "n_guns_involved": 1.0,
+          "notes": null,
+          "participant_age": "0::60||1::42||2::33",
+          "participant_age_group": "0::Adult 18+||1::Adult 18+||2::Adult 18+",
+          "participant_gender": "0::Male||1::Female||2::Male",
+          "participant_name": "0::Russ Roberts||1::Nekia Jackson||2::Roshaun Bernard Jones",
+          "participant_relationship": null,
+          "participant_status": "0::Killed||1::Killed||2::Unharmed, Arrested",
+          "participant_type": "0::Victim||1::Victim||2::Subject-Suspect",
+          "sources": "http://kfor.com/2017/01/23/police-investigating-double-homicide-after-two-people-found-dead-at-local-laundromat/||http://newsok.com/del-city-police-make-arrest-in-laundromat-killings/article/5535964",
+          "state_house_district": 94.0,
+          "state_senate_district": 42.0
+        }
+      },
+      {
+        "scenario_id": "100",
+        "features": {
+          "incident_id": 278698,
+          "date": "2015-01-15",
+          "state": "Texas",
+          "city_or_county": "Desoto",
+          "address": "1200 block of E. Pleasant Run Rd.",
+          "n_killed": 1,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/278698",
+          "source_url": "http://www.wfaa.com/story/news/crime/2015/01/16/woman-arrested-in-desoto-apartment-shooting/21882967/",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 30.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Shot - Dead (murder, accidental, suicide)",
+          "latitude": 32.6041,
+          "location_description": null,
+          "longitude": -96.8283,
+          "n_guns_involved": null,
+          "notes": null,
+          "participant_age": "1::30||2::36",
+          "participant_age_group": "0::Adult 18+||1::Adult 18+||2::Adult 18+",
+          "participant_gender": "0::Male||1::Female||2::Male",
+          "participant_name": "0::Vincent Dorsey||1::Latoya Vaughns||2::Terrance Brigham",
+          "participant_relationship": null,
+          "participant_status": "0::Killed||1::Unharmed, Arrested||2::Unharmed",
+          "participant_type": "0::Victim||1::Subject-Suspect||2::Subject-Suspect",
+          "sources": "http://www.wfaa.com/story/news/2015/01/15/man-found-dead-desoto-apartment-complex/21799555/||http://www.wfaa.com/story/news/crime/2015/01/16/woman-arrested-in-desoto-apartment-shooting/21882967/",
+          "state_house_district": 109.0,
+          "state_senate_district": 23.0
+        }
+      },
+      {
+        "scenario_id": "106",
+        "features": {
+          "incident_id": 276129,
+          "date": "2015-01-09",
+          "state": "Virginia",
+          "city_or_county": "Appomattox",
+          "address": "1523 Coleman Mountain Rd",
+          "n_killed": 2,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/276129",
+          "source_url": "http://www.timesvirginian.com/news/article_7a54c132-9c01-11e4-9730-3b1319e63883.html",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 5.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Shot - Dead (murder, accidental, suicide)||Domestic Violence",
+          "latitude": 37.361,
+          "location_description": null,
+          "longitude": -78.6553,
+          "n_guns_involved": 1.0,
+          "notes": "man and woman shot each other to death, 4-year-old child found unharmed inside of home",
+          "participant_age": "0::45||1::42",
+          "participant_age_group": "0::Adult 18+||1::Adult 18+",
+          "participant_gender": "0::Male||1::Female",
+          "participant_name": "0::Walker Clay Thornhill||1::Leilani Maria Valle",
+          "participant_relationship": null,
+          "participant_status": "0::Killed||1::Killed",
+          "participant_type": "0::Victim||1::Victim",
+          "sources": "http://www.newsadvance.com/news/local/two-dead-after-shooting-at-appomattox-house/article_724fb7a6-985c-11e4-b739-ff57e6045029.html||http://www.timesvirginian.com/news/article_7a54c132-9c01-11e4-9730-3b1319e63883.html",
+          "state_house_district": 59.0,
+          "state_senate_district": 22.0
+        }
+      },
+      {
+        "scenario_id": "114",
+        "features": {
+          "incident_id": 881976,
+          "date": "2017-07-03",
+          "state": "Texas",
+          "city_or_county": "Houston",
+          "address": "5400 block of Braesvalley Drive",
+          "n_killed": 1,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/881976",
+          "source_url": "http://www.chron.com/news/houston-texas/houston/article/HPD-responds-to-fatal-shooting-in-southwest-11264217.php",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 7.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Shot - Dead (murder, accidental, suicide)",
+          "latitude": 29.6793,
+          "location_description": null,
+          "longitude": -95.4801,
+          "n_guns_involved": 1.0,
+          "notes": null,
+          "participant_age": null,
+          "participant_age_group": null,
+          "participant_gender": null,
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": "0::Killed",
+          "participant_type": "0::Victim",
+          "sources": "http://www.chron.com/news/houston-texas/houston/article/HPD-responds-to-fatal-shooting-in-southwest-11264217.php",
+          "state_house_district": null,
+          "state_senate_district": 17.0
+        }
+      },
+      {
+        "scenario_id": "117",
+        "features": {
+          "incident_id": 322620,
+          "date": "2015-04-12",
+          "state": "Mississippi",
+          "city_or_county": "Greenville",
+          "address": "Edison and Union",
+          "n_killed": 1,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/322620",
+          "source_url": "http://www.ddtonline.com/news/article_01d004b2-e1f0-11e4-9427-2b68e0eab0e6.html",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 2.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Shot - Dead (murder, accidental, suicide)",
+          "latitude": 33.4137,
+          "location_description": null,
+          "longitude": -91.047,
+          "n_guns_involved": null,
+          "notes": null,
+          "participant_age": "0::40",
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Male",
+          "participant_name": "0::Darryl Harris",
+          "participant_relationship": null,
+          "participant_status": "0::Killed",
+          "participant_type": "0::Victim",
+          "sources": "http://www.ddtonline.com/news/article_01d004b2-e1f0-11e4-9427-2b68e0eab0e6.html",
+          "state_house_district": 49.0,
+          "state_senate_district": 12.0
+        }
+      },
+      {
+        "scenario_id": "119",
+        "features": {
+          "incident_id": 928218,
+          "date": "2017-08-26",
+          "state": "Pennsylvania",
+          "city_or_county": "Philadelphia",
+          "address": "1700 block of N Newkirk St",
+          "n_killed": 1,
+          "n_injured": 1,
+          "incident_url": "http://www.gunviolencearchive.org/incident/928218",
+          "source_url": "http://www.philly.com/philly/blogs/dncrime/Police-ID-man-killed-in-double-shooting.html",
+          "incident_url_fields_missing": "False",
+          "congressional_district": null,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Shot - Wounded/Injured||Shot - Dead (murder, accidental, suicide)",
+          "latitude": null,
+          "location_description": "(Brewerytown area)",
+          "longitude": null,
+          "n_guns_involved": 1.0,
+          "notes": "approx. 9:25 pm",
+          "participant_age": "0::25||1::45",
+          "participant_age_group": "0::Adult 18+||1::Adult 18+",
+          "participant_gender": "0::Male||1::Male",
+          "participant_name": "0::Nashawn Jones",
+          "participant_relationship": null,
+          "participant_status": "0::Killed||1::Injured",
+          "participant_type": "0::Victim||1::Victim",
+          "sources": "http://www.philly.com/philly/blogs/dncrime/Police-ID-man-killed-in-double-shooting.html",
+          "state_house_district": null,
+          "state_senate_district": null
+        }
+      },
+      {
+        "scenario_id": "128",
+        "features": {
+          "incident_id": 144549,
+          "date": "2014-06-09",
+          "state": "Washington",
+          "city_or_county": "Vancouver",
+          "address": "Northeast 52nd Street at 131st Avenue",
+          "n_killed": 2,
+          "n_injured": 1,
+          "incident_url": "http://www.gunviolencearchive.org/incident/144549",
+          "source_url": "http://www.katu.com/news/local/Three-people-found-shot-in-Vancouver-home-262365831.html",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 3.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Shot - Wounded/Injured||Shot - Dead (murder, accidental, suicide)||Suicide^||Murder/Suicide",
+          "latitude": 45.6599,
+          "location_description": null,
+          "longitude": -122.538,
+          "n_guns_involved": null,
+          "notes": null,
+          "participant_age": "0::49||1::49||2::23",
+          "participant_age_group": "0::Adult 18+||1::Adult 18+",
+          "participant_gender": "0::Male||1::Female||2::Male",
+          "participant_name": "0::Danny Lee Luster||1::Sandra Luster",
+          "participant_relationship": null,
+          "participant_status": "0::Killed||1::Killed||2::Injured",
+          "participant_type": "0::Victim||1::Victim||2::Victim",
+          "sources": "http://www.katu.com/news/local/Three-people-found-shot-in-Vancouver-home-262365831.html",
+          "state_house_district": 17.0,
+          "state_senate_district": 17.0
+        }
+      },
+      {
+        "scenario_id": "141",
+        "features": {
+          "incident_id": 299653,
+          "date": "2015-02-27",
+          "state": "California",
+          "city_or_county": "Sacramento",
+          "address": "2200 block of Edison Avenue",
+          "n_killed": 1,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/299653",
+          "source_url": "http://www.sacbee.com/news/local/crime/article11907812.html",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 6.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Shot - Dead (murder, accidental, suicide)",
+          "latitude": 38.6316,
+          "location_description": null,
+          "longitude": -121.39,
+          "n_guns_involved": null,
+          "notes": null,
+          "participant_age": "0::26",
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Male",
+          "participant_name": "0::Robert Klose",
+          "participant_relationship": null,
+          "participant_status": "0::Killed",
+          "participant_type": "0::Victim",
+          "sources": "http://www.sacbee.com/news/local/crime/article11907812.html",
+          "state_house_district": 8.0,
+          "state_senate_district": 6.0
+        }
+      },
+      {
+        "scenario_id": "147",
+        "features": {
+          "incident_id": 496075,
+          "date": "2016-01-29",
+          "state": "California",
+          "city_or_county": "Los Angeles",
+          "address": "Slauson Avenue and Crenshaw Boulevard",
+          "n_killed": 1,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/496075",
+          "source_url": "http://www.dailynews.com/general-news/20160130/1-killed-in-hyde-park-shooting-attack",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 37.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Shot - Dead (murder, accidental, suicide)",
+          "latitude": 33.989,
+          "location_description": null,
+          "longitude": -118.331,
+          "n_guns_involved": null,
+          "notes": null,
+          "participant_age": null,
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Male",
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": "0::Killed",
+          "participant_type": "0::Victim||1::Subject-Suspect||2::Subject-Suspect||3::Subject-Suspect||4::Subject-Suspect||5::Subject-Suspect||6::Subject-Suspect",
+          "sources": "http://www.dailynews.com/general-news/20160130/1-killed-in-hyde-park-shooting-attack",
+          "state_house_district": 54.0,
+          "state_senate_district": 30.0
+        }
+      },
+      {
+        "scenario_id": "152",
+        "features": {
+          "incident_id": 639901,
+          "date": "2016-08-26",
+          "state": "Kentucky",
+          "city_or_county": "Russell Springs",
+          "address": "Little Clifty Creek Road",
+          "n_killed": 1,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/639901",
+          "source_url": "http://www.lex18.com/story/32853837/man-killed-in-russell-co-shooting",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 1.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Shot - Dead (murder, accidental, suicide)",
+          "latitude": 37.064,
+          "location_description": null,
+          "longitude": -85.1172,
+          "n_guns_involved": 1.0,
+          "notes": null,
+          "participant_age": "0::66||1::39",
+          "participant_age_group": "0::Adult 18+||1::Adult 18+",
+          "participant_gender": "0::Male||1::Male",
+          "participant_name": "0::Montie Pendleton||1::Eric Pendleton",
+          "participant_relationship": "1::Family",
+          "participant_status": "0::Killed||1::Arrested",
+          "participant_type": "0::Victim||1::Subject-Suspect",
+          "sources": "http://www.lex18.com/story/32853837/man-killed-in-russell-co-shooting",
+          "state_house_district": null,
+          "state_senate_district": null
+        }
+      },
+      {
+        "scenario_id": "159",
+        "features": {
+          "incident_id": 457883,
+          "date": "2015-11-29",
+          "state": "North Dakota",
+          "city_or_county": "Minot",
+          "address": "Central Avenue and Broadway Street",
+          "n_killed": 1,
+          "n_injured": 1,
+          "incident_url": "http://www.gunviolencearchive.org/incident/457883",
+          "source_url": "http://www.kfyrtv.com/content/news/Man-wanted-for-Minot-murder-arrested-in-Las-Vegas-385271691.html",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 1.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Shot - Wounded/Injured||Shot - Dead (murder, accidental, suicide)||Gang involvement",
+          "latitude": 48.2365,
+          "location_description": null,
+          "longitude": -101.296,
+          "n_guns_involved": null,
+          "notes": null,
+          "participant_age": "0::30||1::43||2::25",
+          "participant_age_group": "0::Adult 18+||1::Adult 18+||2::Adult 18+",
+          "participant_gender": "0::Male||1::Female||2::Male",
+          "participant_name": "0::Roger Falana||2::Johnny C. Norwood Jr.",
+          "participant_relationship": "2::Gang vs Gang",
+          "participant_status": "0::Killed||1::Injured||2::Unharmed, Arrested",
+          "participant_type": "0::Victim||1::Victim||2::Subject-Suspect",
+          "sources": "http://www.kxnet.com/story/30624719/one-killed-one-wounded-in-shooting||http://www.valleynewslive.com/home/headlines/Police-Issue-Warrant-for-Murder-Suspect-in-Minot-Fatal-Shooting-360487911.html||http://www.kxnet.com/story/30660346/arrests-made-investigation-continues-for-shooter||http://www.grandforksherald.com/news/crime-and-courts/3895916-minot-shooting-was-gang-related-police-say||http://www.kfyrtv.com/content/news/Man-wanted-for-Minot-murder-arrested-in-Las-Vegas-385271691.html",
+          "state_house_district": 5.0,
+          "state_senate_district": 5.0
+        }
+      },
+      {
+        "scenario_id": "161",
+        "features": {
+          "incident_id": 1052188,
+          "date": "2018-02-17",
+          "state": "Indiana",
+          "city_or_county": "South Bend",
+          "address": "4300 block of Silver Ln",
+          "n_killed": 1,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/1052188",
+          "source_url": "http://wsbt.com/news/local/police-respond-to-shooting-in-south-bend",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 2.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Shot - Dead (murder, accidental, suicide)",
+          "latitude": 41.6627,
+          "location_description": null,
+          "longitude": -86.3075,
+          "n_guns_involved": 1.0,
+          "notes": "near Gladstone",
+          "participant_age": "0::17",
+          "participant_age_group": "0::Teen 12-17",
+          "participant_gender": "0::Male",
+          "participant_name": "0::Daekwon Tobar",
+          "participant_relationship": null,
+          "participant_status": "0::Killed",
+          "participant_type": "0::Victim",
+          "sources": "http://wsbt.com/news/local/police-respond-to-shooting-in-south-bend",
+          "state_house_district": 7.0,
+          "state_senate_district": 10.0
+        }
+      },
+      {
+        "scenario_id": "165",
+        "features": {
+          "incident_id": 533170,
+          "date": "2016-03-31",
+          "state": "Missouri",
+          "city_or_county": "Saint Louis",
+          "address": "1700 block of Andros Ct",
+          "n_killed": 1,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/533170",
+          "source_url": "http://www.kmov.com/story/31622905/man-fatally-shot-in-ferguson-late-thursday-night-police-say",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 1.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Shot - Dead (murder, accidental, suicide)",
+          "latitude": 38.7399,
+          "location_description": null,
+          "longitude": -90.2709,
+          "n_guns_involved": 1.0,
+          "notes": "38.739926, -90.270946",
+          "participant_age": "0::31",
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Male",
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": "0::Killed",
+          "participant_type": "0::Victim",
+          "sources": "http://www.kmov.com/story/31622905/man-fatally-shot-in-ferguson-late-thursday-night-police-say",
+          "state_house_district": 75.0,
+          "state_senate_district": 14.0
+        }
+      },
+      {
+        "scenario_id": "172",
+        "features": {
+          "incident_id": 459184,
+          "date": "2015-12-04",
+          "state": "Louisiana",
+          "city_or_county": "Baton Rouge",
+          "address": "8300 block of Amy Drive",
+          "n_killed": 1,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/459184",
+          "source_url": "http://www.wbrz.com/news/husband-charged-in-wife-s-murder",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 6.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Shot - Dead (murder, accidental, suicide)||Domestic Violence",
+          "latitude": 30.3527,
+          "location_description": null,
+          "longitude": -91.1317,
+          "n_guns_involved": null,
+          "notes": "Woman shot and killed in incident of domestic violence. Husband charged",
+          "participant_age": "0::27||1::27",
+          "participant_age_group": "0::Adult 18+||1::Adult 18+",
+          "participant_gender": "0::Female||1::Male",
+          "participant_name": "0::Louisa Garcia||1::Juan Angel Delarca Martinez",
+          "participant_relationship": "1::Significant others - current or former",
+          "participant_status": "0::Killed||1::Arrested",
+          "participant_type": "0::Victim||1::Subject-Suspect",
+          "sources": "http://www.ksla.com/story/30669337/deputies-investigate-shooting-on-amy-drive-in-baton-rouge||http://www.wbrz.com/news/husband-charged-in-wife-s-murder",
+          "state_house_district": 70.0,
+          "state_senate_district": 14.0
+        }
+      },
+      {
+        "scenario_id": "174",
+        "features": {
+          "incident_id": 217607,
+          "date": "2014-11-08",
+          "state": "Massachusetts",
+          "city_or_county": "Boston",
+          "address": "45 Bowdoin St",
+          "n_killed": 2,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/217607",
+          "source_url": "http://boston.homicidewatch.org/2014/11/21/audilia-daveiga-33-shot-and-killed-in-dorchester/",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 8.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Shot - Dead (murder, accidental, suicide)||Suicide^||Murder/Suicide||Domestic Violence",
+          "latitude": 42.3597,
+          "location_description": null,
+          "longitude": -71.0631,
+          "n_guns_involved": null,
+          "notes": "1fvk",
+          "participant_age": "0::33||1::30",
+          "participant_age_group": "0::Adult 18+||1::Adult 18+",
+          "participant_gender": "0::Female||1::Male",
+          "participant_name": "0::Audilia DaVeiga||1::Paulo Rosa",
+          "participant_relationship": "1::Significant others - current or former",
+          "participant_status": "0::Killed||1::Killed",
+          "participant_type": "0::Victim||1::Subject-Suspect",
+          "sources": "http://www.boston.com/news/local/massachusetts/2014/11/08/woman-shot-death-dorchester-police-ask-for-public-help/0ilvz2JHLfCCvP2w1jcTWL/story.html||http://boston.homicidewatch.org/2014/11/21/audilia-daveiga-33-shot-and-killed-in-dorchester/",
+          "state_house_district": null,
+          "state_senate_district": null
+        }
+      },
+      {
+        "scenario_id": "175",
+        "features": {
+          "incident_id": 1015232,
+          "date": "2017-11-21",
+          "state": "California",
+          "city_or_county": "Los Angeles",
+          "address": "625 S San Pedro St",
+          "n_killed": 1,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/1015232",
+          "source_url": "http://homicide.latimes.com/post/deshon-marquise-tave-riggins/",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 34.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Shot - Dead (murder, accidental, suicide)",
+          "latitude": 34.042,
+          "location_description": null,
+          "longitude": -118.246,
+          "n_guns_involved": 1.0,
+          "notes": null,
+          "participant_age": "0::22",
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Male",
+          "participant_name": "0::Deshon Marquise Tave Riggins",
+          "participant_relationship": null,
+          "participant_status": "0::Killed",
+          "participant_type": "0::Victim",
+          "sources": "http://homicide.latimes.com/post/deshon-marquise-tave-riggins/",
+          "state_house_district": 53.0,
+          "state_senate_district": 30.0
+        }
+      },
+      {
+        "scenario_id": "178",
+        "features": {
+          "incident_id": 551162,
+          "date": "2016-05-01",
+          "state": "Missouri",
+          "city_or_county": "Saint Louis",
+          "address": "6000 block of W Florissant Ave",
+          "n_killed": 1,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/551162",
+          "source_url": "http://www.stltoday.com/news/local/crime-and-courts/man-fatally-shot-on-street-in-walnut-park-neighborhood/article_7c151041-e3cc-5a2b-9eb7-08a9feadac98.html",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 1.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Shot - Dead (murder, accidental, suicide)",
+          "latitude": 38.7087,
+          "location_description": null,
+          "longitude": -90.2515,
+          "n_guns_involved": 1.0,
+          "notes": "38.708687, -90.251536",
+          "participant_age": "0::33",
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Male",
+          "participant_name": "0::Kendall White",
+          "participant_relationship": null,
+          "participant_status": "0::Killed",
+          "participant_type": "0::Victim",
+          "sources": "http://www.kmov.com/story/31859156/1-person-multiple-vehicles-hit-in-north-st-louis-shooting||http://www.kmov.com/story/31859781/homicide-investigation-conducted-after-a-man-is-shot-dead-in-north-st-louis||http://www.stltoday.com/news/local/crime-and-courts/man-fatally-shot-on-street-in-walnut-park-neighborhood/article_7c151041-e3cc-5a2b-9eb7-08a9feadac98.html",
+          "state_house_district": 76.0,
+          "state_senate_district": 4.0
+        }
+      },
+      {
+        "scenario_id": "180",
+        "features": {
+          "incident_id": 829331,
+          "date": "2017-04-25",
+          "state": "New Jersey",
+          "city_or_county": "Newark",
+          "address": "S Orange Ave and S 20th St",
+          "n_killed": 1,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/829331",
+          "source_url": "http://www.nj.com/essex/index.ssf/2017/04/23-year-old_killed_by_newark_detectives_identified.html#incart_river_index",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 10.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Shot - Dead (murder, accidental, suicide)||Officer Involved Incident||Officer Involved Shooting - subject/suspect/perpetrator killed||Brandishing/flourishing/open carry/lost/found",
+          "latitude": 40.7435,
+          "location_description": null,
+          "longitude": -74.2092,
+          "n_guns_involved": 1.0,
+          "notes": "officer shot male in car",
+          "participant_age": "0::23",
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Male",
+          "participant_name": "0::Hakeem McNair",
+          "participant_relationship": null,
+          "participant_status": "0::Killed",
+          "participant_type": "0::Subject-Suspect",
+          "sources": "http://abc7ny.com/news/1-dead-in-police-involved-shooting-in-newark-/1917603/||http://www.nj.com/essex/index.ssf/2017/04/23-year-old_killed_by_newark_detectives_identified.html#incart_river_index",
+          "state_house_district": 28.0,
+          "state_senate_district": 28.0
+        }
+      },
+      {
+        "scenario_id": "188",
+        "features": {
+          "incident_id": 435706,
+          "date": "2015-10-21",
+          "state": "South Carolina",
+          "city_or_county": "Charleston",
+          "address": "William Kennerty Drive",
+          "n_killed": 1,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/435706",
+          "source_url": "http://www.postandcourier.com/article/20151023/PC16/151029665",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 1.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Shot - Dead (murder, accidental, suicide)||Domestic Violence",
+          "latitude": 32.8128,
+          "location_description": "Moss Creek Apartments",
+          "longitude": -80.0265,
+          "n_guns_involved": null,
+          "notes": null,
+          "participant_age": "0::22||1::20",
+          "participant_age_group": "0::Adult 18+||1::Adult 18+",
+          "participant_gender": "0::Male||1::Female",
+          "participant_name": "0::Parrish Quantize Greene||1::Teonna Cooper",
+          "participant_relationship": "1::Significant others - current or former",
+          "participant_status": "0::Killed||1::Unharmed",
+          "participant_type": "0::Victim||1::Subject-Suspect",
+          "sources": "http://www.postandcourier.com/article/20151023/PC16/151029665",
+          "state_house_district": 114.0,
+          "state_senate_district": 41.0
+        }
+      },
+      {
+        "scenario_id": "189",
+        "features": {
+          "incident_id": 983062,
+          "date": "2017-11-07",
+          "state": "District of Columbia",
+          "city_or_county": "Washington",
+          "address": "1300 block of Rittenhouse St",
+          "n_killed": 1,
+          "n_injured": 1,
+          "incident_url": "http://www.gunviolencearchive.org/incident/983062",
+          "source_url": "https://www.washingtonpost.com/local/public-safety/police-arrest-second-suspect-in-killing-of-teenager-on-rittenhouse-street/2017/12/01/4ba9c9ee-d692-11e7-a986-d0a9770d9a3e_story.html?utm_term=.e620d8836434",
+          "incident_url_fields_missing": "False",
+          "congressional_district": null,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Shot - Wounded/Injured||Shot - Dead (murder, accidental, suicide)||Drive-by (car to street, car to car)",
+          "latitude": 38.9654,
+          "location_description": null,
+          "longitude": -77.0297,
+          "n_guns_involved": 1.0,
+          "notes": "Approx 8pm, lookout for red Mustang",
+          "participant_age": "0::16||2::20||3::17",
+          "participant_age_group": "0::Teen 12-17||1::Adult 18+||2::Adult 18+||3::Teen 12-17",
+          "participant_gender": "0::Male||1::Male||2::Male||3::Male",
+          "participant_name": "0::Yoselis Regino Barrios||2::Kevin Sorto||3::Victor Hernandez",
+          "participant_relationship": null,
+          "participant_status": "0::Killed||1::Injured||2::Unharmed, Arrested||3::Unharmed, Arrested",
+          "participant_type": "0::Victim||1::Victim||2::Subject-Suspect||3::Subject-Suspect",
+          "sources": "https://twitter.com/DCPoliceDept/status/928074129080836096||https://www.washingtonpost.com/local/public-safety/man-is-gravely-wounded-in-double-shooting-in-the-district/2017/11/07/28de3670-c42c-11e7-afe9-4f60b5a6c4a0_story.html?utm_term=.906b4dc763c2||https://www.washingtonpost.com/local/public-safety/man-killed-another-wounded-in-drive-by-shooting-in-northwest-washington/2017/11/08/af546f8e-c47d-11e7-aae0-cb18a8c29c65_story.html?utm_term=.81971a2fdb7f||https://www.washingtonpost.com/local/public-safety/police-arrest-20-year-old-man-for-killing-district-teen/2017/11/22/1e825e40-cfe4-11e7-a1a3-0d1e45a6de3d_story.html?utm_term=.c1d47de9ddc6||http://wjla.com/news/local/wanted-dc-police-search-for-second-suspect-in-nw-homicide||https://www.washingtonpost.com/local/public-safety/police-arrest-second-suspect-in-killing-of-teenager-on-rittenhouse-street/2017/12/01/4ba9c9ee-d692-11e7-a986-d0a9770d9a3e_story.html?utm_term=.e620d8836434",
+          "state_house_district": null,
+          "state_senate_district": null
+        }
+      },
+      {
+        "scenario_id": "190",
+        "features": {
+          "incident_id": 218138,
+          "date": "2014-11-09",
+          "state": "Texas",
+          "city_or_county": "Irving",
+          "address": "Airport Freeway",
+          "n_killed": 1,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/218138",
+          "source_url": "http://www.nbcdfw.com/news/local/Irving-Police-Kill-Man-in-Hotel-Parking-Lot-282095011.html",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 24.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Shot - Dead (murder, accidental, suicide)||Officer Involved Incident||Officer Involved Shooting - subject/suspect/perpetrator killed",
+          "latitude": 32.8371,
+          "location_description": null,
+          "longitude": -96.9683,
+          "n_guns_involved": null,
+          "notes": "perp rammed a van and police shot him; Irving police investigating",
+          "participant_age": "0::38",
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Male",
+          "participant_name": "0::Ashif Anwar",
+          "participant_relationship": null,
+          "participant_status": "0::Killed",
+          "participant_type": "0::Subject-Suspect",
+          "sources": "http://www.ksat.com/content/pns/ksat/news/2014/11/10/tx-police-shooting-irving.html||http://dfw.cbslocal.com/2014/11/10/irving-police-shoot-kill-man-wanted-on-felony-warrants/||http://www.nbcdfw.com/news/local/Irving-Police-Kill-Man-in-Hotel-Parking-Lot-282095011.html",
+          "state_house_district": 105.0,
+          "state_senate_district": 16.0
+        }
+      },
+      {
+        "scenario_id": "200",
+        "features": {
+          "incident_id": 158453,
+          "date": "2014-06-30",
+          "state": "Illinois",
+          "city_or_county": "Danville",
+          "address": "1200 block of Marion Street",
+          "n_killed": 1,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/158453",
+          "source_url": "http://www.illinoishomepage.net/story/d/story/2-shootings-investigated/32506/AwJGx4dtj0SdIWuaf_ZRhQ",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 15.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Shot - Dead (murder, accidental, suicide)",
+          "latitude": 40.1097,
+          "location_description": null,
+          "longitude": -87.6066,
+          "n_guns_involved": null,
+          "notes": "1mvk leg",
+          "participant_age": "0::30",
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Male",
+          "participant_name": "0::Calvin Cowen",
+          "participant_relationship": null,
+          "participant_status": "0::Killed",
+          "participant_type": "0::Victim",
+          "sources": "http://www.illinoishomepage.net/story/d/story/2-shootings-investigated/32506/AwJGx4dtj0SdIWuaf_ZRhQ",
+          "state_house_district": 104.0,
+          "state_senate_district": 52.0
+        }
+      }
+    ],
+    "target_column": "n_killed",
+    "task_sub_type": "regression",
+    "ranking_ground_truth": {
+      "top_k_ids": [
+        "002",
+        "003",
+        "004",
+        "006",
+        "007",
+        "008",
+        "009",
+        "013",
+        "014",
+        "015",
+        "017",
+        "018",
+        "020",
+        "021",
+        "022"
+      ]
     },
-    "final_decision": {},
-    "what_if": {},
-    "ground_truth": {
-        "extracted_features": [
-            {
-                "scenario_id": "001",
-                "features": {
-                    "incident_id": 652279,
-                    "date": "2016-09-09",
-                    "state": "North Carolina",
-                    "city_or_county": "Charlotte",
-                    "address": "100 block of East Park Avenue",
-                    "n_killed": 1,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/652279",
-                    "source_url": "http://www.wsoctv.com/news/local/man-arrested-in-murder-case-connected-to-slaying-of-school-teacher/468034409",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": null,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Shot - Dead (murder, accidental, suicide)||Armed robbery with injury/death and/or evidence of DGU found",
-                    "latitude": null,
-                    "location_description": "SouthEnd",
-                    "longitude": null,
-                    "n_guns_involved": 1.0,
-                    "notes": "Teacher Victim died 9/14/16 as a result of injuries from gunshot",
-                    "participant_age": "0::33",
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Female",
-                    "participant_name": "0::Ruijuan Guo",
-                    "participant_relationship": null,
-                    "participant_status": "0::Killed",
-                    "participant_type": "0::Victim",
-                    "sources": "http://wccbcharlotte.com/2016/09/10/police-investigating-shooting-central-division/||http://www.wcnc.com/news/local/shooting-investigation-underway-in-charlotte-central-division/316419372||http://www.wcnc.com/news/local/shooting-investigation-underway-in-charlotte-central-division/316419372||http://www.wsoctv.com/news/local/man-arrested-in-murder-case-connected-to-slaying-of-school-teacher/468034409",
-                    "state_house_district": null,
-                    "state_senate_district": null
-                }
-            },
-            {
-                "scenario_id": "002",
-                "features": {
-                    "incident_id": 141637,
-                    "date": "2014-05-31",
-                    "state": "Nebraska",
-                    "city_or_county": "Omaha",
-                    "address": "132nd Street and West Center Road",
-                    "n_killed": 0,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/141637",
-                    "source_url": "http://www.ketv.com/news/pharmacy-robbed-overnight/26275626#!TwVEg",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 2.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Armed robbery with injury/death and/or evidence of DGU found",
-                    "latitude": 41.234,
-                    "location_description": null,
-                    "longitude": -96.1194,
-                    "n_guns_involved": null,
-                    "notes": null,
-                    "participant_age": null,
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Male",
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": "0::Unharmed",
-                    "participant_type": "0::Subject-Suspect",
-                    "sources": "http://www.ketv.com/news/pharmacy-robbed-overnight/26275626#!TwVEg",
-                    "state_house_district": null,
-                    "state_senate_district": 20.0
-                }
-            },
-            {
-                "scenario_id": "003",
-                "features": {
-                    "incident_id": 193765,
-                    "date": "2014-09-20",
-                    "state": "Oregon",
-                    "city_or_county": "Clackamas County",
-                    "address": "30800 block of Short Fellows Road ",
-                    "n_killed": 0,
-                    "n_injured": 1,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/193765",
-                    "source_url": "http://www.oregonlive.com/clackamascounty/index.ssf/2014/09/man_shoots_burglary_suspect_in.html#incart_river",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 5.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Shot - Wounded/Injured||Home Invasion||Home Invasion - subject/suspect/perpetrator injured||Defensive Use",
-                    "latitude": 45.1609,
-                    "location_description": null,
-                    "longitude": -122.485,
-                    "n_guns_involved": null,
-                    "notes": null,
-                    "participant_age": "1::23",
-                    "participant_age_group": "0::Adult 18+||1::Adult 18+",
-                    "participant_gender": "0::Male||1::Male",
-                    "participant_name": "1::Konstatntin Kutsov",
-                    "participant_relationship": null,
-                    "participant_status": "0::Unharmed||1::Injured",
-                    "participant_type": "0::Victim||1::Subject-Suspect",
-                    "sources": "http://www.oregonlive.com/clackamascounty/index.ssf/2014/09/man_shoots_burglary_suspect_in.html#incart_river",
-                    "state_house_district": 18.0,
-                    "state_senate_district": 9.0
-                }
-            },
-            {
-                "scenario_id": "004",
-                "features": {
-                    "incident_id": 389169,
-                    "date": "2015-08-01",
-                    "state": "Oklahoma",
-                    "city_or_county": "Lawton",
-                    "address": "6500 block of Elm",
-                    "n_killed": 0,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/389169",
-                    "source_url": "http://www.kswo.com/story/29688413/shots-fired-into-west-side-home",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 4.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Shots Fired - No Injuries",
-                    "latitude": 34.6205,
-                    "location_description": null,
-                    "longitude": -98.473,
-                    "n_guns_involved": null,
-                    "notes": null,
-                    "participant_age": null,
-                    "participant_age_group": null,
-                    "participant_gender": null,
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": null,
-                    "participant_type": null,
-                    "sources": "http://www.kswo.com/story/29688413/shots-fired-into-west-side-home",
-                    "state_house_district": 62.0,
-                    "state_senate_district": 32.0
-                }
-            },
-            {
-                "scenario_id": "005",
-                "features": {
-                    "incident_id": 115681,
-                    "date": "2014-03-15",
-                    "state": "South Carolina",
-                    "city_or_county": "Columbia",
-                    "address": "1600 block of Fairlamb Avenue",
-                    "n_killed": 1,
-                    "n_injured": 2,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/115681",
-                    "source_url": "http://www.thestate.com/2014/03/16/3330111/update-name-of-victim-in-saturdays.html",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 2.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Shot - Dead (murder, accidental, suicide)|Pistol-whipping",
-                    "latitude": 34.0474,
-                    "location_description": null,
-                    "longitude": -80.93,
-                    "n_guns_involved": null,
-                    "notes": null,
-                    "participant_age": "0:39",
-                    "participant_age_group": "0:Adult 18+|1:Adult 18+|2:Adult 18+|3:Adult 18+|4:Adult 18+|5:Adult 18+",
-                    "participant_gender": "0:Male|3:Male|4:Male|5:Female",
-                    "participant_name": "0:Luis Enrique Contreras-Teran",
-                    "participant_relationship": null,
-                    "participant_status": "0:Killed|1:Injured|2:Injured|3:Unharmed|4:Unharmed|5:Unharmed",
-                    "participant_type": "0:Victim|1:Victim|2:Victim|3:Subject-Suspect|4:Subject-Suspect|5:Subject-Suspect",
-                    "sources": "http://www.thestate.com/2014/03/16/3330111/update-name-of-victim-in-saturdays.html",
-                    "state_house_district": 76.0,
-                    "state_senate_district": 22.0
-                }
-            },
-            {
-                "scenario_id": "006",
-                "features": {
-                    "incident_id": 1044649,
-                    "date": "2018-02-07",
-                    "state": "Ohio",
-                    "city_or_county": "Columbus",
-                    "address": "2800 block of E 13th Ave",
-                    "n_killed": 0,
-                    "n_injured": 1,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/1044649",
-                    "source_url": "https://www.10tv.com/article/man-critical-condition-after-northeast-columbus-shooting",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 3.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Shot - Wounded/Injured",
-                    "latitude": 39.9973,
-                    "location_description": null,
-                    "longitude": -82.9955,
-                    "n_guns_involved": 1.0,
-                    "notes": "shot in torso, crit",
-                    "participant_age": "0::45",
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Male",
-                    "participant_name": "0::Delbert H. Hollingsworth",
-                    "participant_relationship": null,
-                    "participant_status": "0::Injured",
-                    "participant_type": "0::Victim",
-                    "sources": "https://www.10tv.com/article/man-critical-condition-after-northeast-columbus-shooting",
-                    "state_house_district": 18.0,
-                    "state_senate_district": 15.0
-                }
-            },
-            {
-                "scenario_id": "007",
-                "features": {
-                    "incident_id": 336020,
-                    "date": "2015-05-07",
-                    "state": "Georgia",
-                    "city_or_county": "Macon",
-                    "address": "3044 Bloomfield Drive",
-                    "n_killed": 0,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/336020",
-                    "source_url": "http://www.macon.com/2015/05/07/3734779_bloomfield-apartments-cars-hit.html?rh=1",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 2.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Shots Fired - No Injuries",
-                    "latitude": 32.8089,
-                    "location_description": null,
-                    "longitude": -83.7003,
-                    "n_guns_involved": null,
-                    "notes": "Sandy Springs apt, up to 10 shots heard, 3 apt, 2 cars hit, no inj",
-                    "participant_age": null,
-                    "participant_age_group": null,
-                    "participant_gender": null,
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": null,
-                    "participant_type": null,
-                    "sources": "http://www.macon.com/2015/05/07/3734779_bloomfield-apartments-cars-hit.html?rh=1",
-                    "state_house_district": 142.0,
-                    "state_senate_district": 26.0
-                }
-            },
-            {
-                "scenario_id": "008",
-                "features": {
-                    "incident_id": 943750,
-                    "date": "2017-09-27",
-                    "state": "Pennsylvania",
-                    "city_or_county": "Philadelphia",
-                    "address": "58th St and Kingsessing Ave",
-                    "n_killed": 0,
-                    "n_injured": 1,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/943750",
-                    "source_url": "http://philadelphia.cbslocal.com/2017/09/28/3-wanted-kingsessing-crime-spree/",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": null,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Non-Shooting Incident||Armed robbery with injury/death and/or evidence of DGU found||Pistol-whipping",
-                    "latitude": 39.9347,
-                    "location_description": "(Kingsessing)",
-                    "longitude": -75.2273,
-                    "n_guns_involved": 1.0,
-                    "notes": "approx. 11:45 pm, PW and robbed, LE believe same suspects as 9/27/17 shooting on N 63rd St",
-                    "participant_age": null,
-                    "participant_age_group": "0::Adult 18+||1::Adult 18+||2::Adult 18+||3::Adult 18+",
-                    "participant_gender": "0::Male||1::Male||2::Male||3::Male",
-                    "participant_name": null,
-                    "participant_relationship": "1::Armed Robbery||2::Armed Robbery||3::Armed Robbery",
-                    "participant_status": "0::Injured",
-                    "participant_type": "0::Victim||1::Subject-Suspect||2::Subject-Suspect||3::Subject-Suspect",
-                    "sources": "http://philadelphia.cbslocal.com/2017/09/28/3-wanted-kingsessing-crime-spree/",
-                    "state_house_district": null,
-                    "state_senate_district": null
-                }
-            },
-            {
-                "scenario_id": "009",
-                "features": {
-                    "incident_id": 440535,
-                    "date": "2015-11-01",
-                    "state": "New Jersey",
-                    "city_or_county": "Paterson",
-                    "address": "East Main Street",
-                    "n_killed": 0,
-                    "n_injured": 1,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/440535",
-                    "source_url": "http://www.northjersey.com/news/man-injured-in-paterson-shooting-1.1446306",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 9.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Shot - Wounded/Injured",
-                    "latitude": 40.9292,
-                    "location_description": null,
-                    "longitude": -74.1683,
-                    "n_guns_involved": null,
-                    "notes": null,
-                    "participant_age": "0::32",
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Male",
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": "0::Injured",
-                    "participant_type": "0::Victim",
-                    "sources": "http://www.northjersey.com/news/man-injured-in-paterson-shooting-1.1446306",
-                    "state_house_district": 35.0,
-                    "state_senate_district": 35.0
-                }
-            },
-            {
-                "scenario_id": "010",
-                "features": {
-                    "incident_id": 295713,
-                    "date": "2015-02-21",
-                    "state": "California",
-                    "city_or_county": "Los Angeles",
-                    "address": "9900 block of Budlong Avenue",
-                    "n_killed": 1,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/295713",
-                    "source_url": "http://homicide.latimes.com/post/tramel-laqune-kerl/",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 43.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Shot - Dead (murder, accidental, suicide)",
-                    "latitude": 33.946,
-                    "location_description": null,
-                    "longitude": -118.296,
-                    "n_guns_involved": null,
-                    "notes": null,
-                    "participant_age": "0::39",
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Male",
-                    "participant_name": "0::Tramel Laqune Kerl",
-                    "participant_relationship": null,
-                    "participant_status": "0::Killed",
-                    "participant_type": "0::Victim",
-                    "sources": "http://ktla.com/2015/02/21/man-shot-to-death-in-westmont-area-of-south-l-a-investigation-underway/||http://homicide.latimes.com/post/tramel-laqune-kerl/",
-                    "state_house_district": 62.0,
-                    "state_senate_district": 30.0
-                }
-            },
-            {
-                "scenario_id": "011",
-                "features": {
-                    "incident_id": 135485,
-                    "date": "2014-05-16",
-                    "state": "New York",
-                    "city_or_county": "Manhattan",
-                    "address": "FDR Drive",
-                    "n_killed": 1,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/135485",
-                    "source_url": "http://newyork.cbslocal.com/2014/05/19/nypd-suspect-in-east-harlem-police-involved-shooting-arrested/",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 12.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Shot - Dead (murder, accidental, suicide)||Officer Involved Incident||Officer Involved Shooting - subject/suspect/perpetrator killed",
-                    "latitude": 40.7516,
-                    "location_description": null,
-                    "longitude": -73.9652,
-                    "n_guns_involved": null,
-                    "notes": "ois pharmacy",
-                    "participant_age": "0::45",
-                    "participant_age_group": "0::Adult 18+||1::Adult 18+",
-                    "participant_gender": "0::Male||1::Male",
-                    "participant_name": "0::Scott Kato",
-                    "participant_relationship": null,
-                    "participant_status": "0::Killed||1::Unharmed",
-                    "participant_type": "0::Victim||1::Subject-Suspect",
-                    "sources": "http://www.nydailynews.com/new-york/nyc-crime/cops-shoot-kill-pharmacy-robber-manhattan-article-1.1795228||http://newyork.cbslocal.com/2014/05/19/nypd-suspect-in-east-harlem-police-involved-shooting-arrested/",
-                    "state_house_district": 74.0,
-                    "state_senate_district": 28.0
-                }
-            },
-            {
-                "scenario_id": "012",
-                "features": {
-                    "incident_id": 371030,
-                    "date": "2015-07-05",
-                    "state": "South Carolina",
-                    "city_or_county": "Eutawville",
-                    "address": "157 State Road S-38-1641",
-                    "n_killed": 2,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/371030",
-                    "source_url": "http://thetandd.com/news/amid-cries-family-calls-fatal-shooting-senseless/article_b46321b1-094f-55d9-afc5-9874a3ad18c7.html",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 6.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Shot - Dead (murder, accidental, suicide)",
-                    "latitude": 33.4228,
-                    "location_description": "Indian Bluff Recreation Park",
-                    "longitude": -80.369,
-                    "n_guns_involved": null,
-                    "notes": "dispute over jet ski",
-                    "participant_age": "1::30",
-                    "participant_age_group": "0::Adult 18+||1::Adult 18+",
-                    "participant_gender": "0::Male||1::Male",
-                    "participant_name": "0::Adrian Jamil Eaglin||1::Luther Brandell Green",
-                    "participant_relationship": null,
-                    "participant_status": "0::Killed||1::Killed",
-                    "participant_type": "0::Victim||1::Subject-Suspect",
-                    "sources": "http://thetandd.com/news/amid-cries-family-calls-fatal-shooting-senseless/article_b46321b1-094f-55d9-afc5-9874a3ad18c7.html",
-                    "state_house_district": 66.0,
-                    "state_senate_district": 39.0
-                }
-            },
-            {
-                "scenario_id": "013",
-                "features": {
-                    "incident_id": 1014813,
-                    "date": "2017-12-22",
-                    "state": "Nebraska",
-                    "city_or_county": "Lincoln",
-                    "address": "6200 block of Woodstock Cir",
-                    "n_killed": 0,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/1014813",
-                    "source_url": "http://www.1011now.com/content/news/Three-juveniles-busted-for-larcenies-possible-connection-to-other-crimes--466599223.html",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": null,
-                    "gun_stolen": "0::Stolen",
-                    "gun_type": "0::32 Auto",
-                    "incident_characteristics": "Non-Shooting Incident||Gun(s) stolen from owner",
-                    "latitude": 40.7503,
-                    "location_description": null,
-                    "longitude": -96.694,
-                    "n_guns_involved": 1.0,
-                    "notes": "Gun stolen from vehicle between 12/22 and 12/23.",
-                    "participant_age": null,
-                    "participant_age_group": null,
-                    "participant_gender": null,
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": null,
-                    "participant_type": null,
-                    "sources": "http://www.1011now.com/content/news/Three-juveniles-busted-for-larcenies-possible-connection-to-other-crimes--466599223.html",
-                    "state_house_district": null,
-                    "state_senate_district": null
-                }
-            },
-            {
-                "scenario_id": "014",
-                "features": {
-                    "incident_id": 896182,
-                    "date": "2017-07-21",
-                    "state": "South Carolina",
-                    "city_or_county": "Greenville",
-                    "address": "Laurens Rd",
-                    "n_killed": 0,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/896182",
-                    "source_url": "http://wspa.com/2017/07/22/guns-ammo-seized-during-traffic-stop-in-greenville-police-say/",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 4.0,
-                    "gun_stolen": "0::Stolen||1::Unknown||2::Unknown",
-                    "gun_type": "0::Unknown||1::Unknown||2::Unknown",
-                    "incident_characteristics": "Non-Shooting Incident||ATF/LE Confiscation/Raid/Arrest||Possession (gun(s) found during commission of other crimes)||Possession of gun by felon or prohibited person||Stolen/Illegally owned gun{s} recovered during arrest/warrant",
-                    "latitude": 34.8476,
-                    "location_description": null,
-                    "longitude": -82.3992,
-                    "n_guns_involved": 3.0,
-                    "notes": "traffic stop, 3 guns incl at least 1 stolen",
-                    "participant_age": null,
-                    "participant_age_group": null,
-                    "participant_gender": null,
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": "0::Unharmed, Arrested",
-                    "participant_type": "0::Subject-Suspect",
-                    "sources": "http://wspa.com/2017/07/22/guns-ammo-seized-during-traffic-stop-in-greenville-police-say/",
-                    "state_house_district": 23.0,
-                    "state_senate_district": 7.0
-                }
-            },
-            {
-                "scenario_id": "015",
-                "features": {
-                    "incident_id": 132695,
-                    "date": "2014-05-05",
-                    "state": "Georgia",
-                    "city_or_county": "Albany",
-                    "address": "814 North Jefferson Street",
-                    "n_killed": 0,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/132695",
-                    "source_url": "http://www.wmcactionnews5.com/story/25436211/man-on-the-run-after-convenience-store-robbery",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 2.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Armed robbery with injury/death and/or evidence of DGU found",
-                    "latitude": 31.5878,
-                    "location_description": null,
-                    "longitude": -84.156,
-                    "n_guns_involved": null,
-                    "notes": "convenience store ",
-                    "participant_age": "0::39",
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Male",
-                    "participant_name": "0::Kevin Peleel",
-                    "participant_relationship": null,
-                    "participant_status": "0::Unharmed",
-                    "participant_type": "0::Subject-Suspect",
-                    "sources": "http://www.wmcactionnews5.com/story/25436211/man-on-the-run-after-convenience-store-robbery",
-                    "state_house_district": 153.0,
-                    "state_senate_district": 12.0
-                }
-            },
-            {
-                "scenario_id": "016",
-                "features": {
-                    "incident_id": 872977,
-                    "date": "2017-04-19",
-                    "state": "California",
-                    "city_or_county": "Long Beach",
-                    "address": "500 block of Cherry Ave",
-                    "n_killed": 1,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/872977",
-                    "source_url": "http://www.longbeach.gov/police/press-releases/murder-500-block-cherry/",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 47.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Shot - Dead (murder, accidental, suicide)",
-                    "latitude": 33.7736,
-                    "location_description": null,
-                    "longitude": -118.167,
-                    "n_guns_involved": 1.0,
-                    "notes": "Arrest May 3, 2017 personal conflict led to the shooting where suspect was injured and later died",
-                    "participant_age": "0::38||1::33",
-                    "participant_age_group": "0::Adult 18+||1::Adult 18+",
-                    "participant_gender": "0::Male||1::Male",
-                    "participant_name": "0::William Luther Hayes||1::Jason Daniels",
-                    "participant_relationship": null,
-                    "participant_status": "0::Killed||1::Unharmed, Arrested",
-                    "participant_type": "0::Victim||1::Subject-Suspect",
-                    "sources": "http://www.longbeach.gov/police/press-releases/murder-500-block-cherry/",
-                    "state_house_district": 70.0,
-                    "state_senate_district": 33.0
-                }
-            },
-            {
-                "scenario_id": "017",
-                "features": {
-                    "incident_id": 1074215,
-                    "date": "2018-03-07",
-                    "state": "California",
-                    "city_or_county": "Los Angeles",
-                    "address": "615 Normandie Ave",
-                    "n_killed": 0,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/1074215",
-                    "source_url": "https://www.atf.gov/news/pr/felon-possession-receives-hefty-prison-sentence",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 34.0,
-                    "gun_stolen": "0::Unknown||1::Unknown||2::Unknown||3::Unknown||4::Unknown",
-                    "gun_type": "0::9mm||1::9mm||2::22 LR||3::9mm||4::45 Auto",
-                    "incident_characteristics": "Non-Shooting Incident||Drug involvement||ATF/LE Confiscation/Raid/Arrest||Possession of gun by felon or prohibited person",
-                    "latitude": 34.0631,
-                    "location_description": null,
-                    "longitude": -118.3,
-                    "n_guns_involved": 5.0,
-                    "notes": null,
-                    "participant_age": "0::22",
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Male",
-                    "participant_name": "0::Michael Anthony Lopez",
-                    "participant_relationship": null,
-                    "participant_status": "0::Unharmed, Arrested",
-                    "participant_type": "0::Subject-Suspect",
-                    "sources": "https://www.atf.gov/news/pr/felon-possession-receives-hefty-prison-sentence",
-                    "state_house_district": 53.0,
-                    "state_senate_district": 24.0
-                }
-            },
-            {
-                "scenario_id": "018",
-                "features": {
-                    "incident_id": 1036577,
-                    "date": "2018-01-26",
-                    "state": "Wisconsin",
-                    "city_or_county": "Sun Prairie",
-                    "address": "3700 Heatherstone Dr",
-                    "n_killed": 0,
-                    "n_injured": 1,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/1036577",
-                    "source_url": "https://www.channel3000.com/news/officials-sun-prairie-man-who-accidentally-shot-himself-while-cleaning-gun-suffers-serious-injuries/691691239",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 2.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::9mm",
-                    "incident_characteristics": "Shot - Wounded/Injured||Accidental Shooting||Accidental Shooting - Injury||Accidental/Negligent Discharge||Self-Inflicted (not suicide or suicide attempt - NO PERP)||Cleaning gun",
-                    "latitude": 43.1941,
-                    "location_description": null,
-                    "longitude": -89.2821,
-                    "n_guns_involved": 1.0,
-                    "notes": null,
-                    "participant_age": "0::49",
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Male",
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": "0::Injured",
-                    "participant_type": "0::Victim",
-                    "sources": "https://www.channel3000.com/news/officials-sun-prairie-man-who-accidentally-shot-himself-while-cleaning-gun-suffers-serious-injuries/691691239",
-                    "state_house_district": 79.0,
-                    "state_senate_district": 27.0
-                }
-            },
-            {
-                "scenario_id": "019",
-                "features": {
-                    "incident_id": 295514,
-                    "date": "2015-02-20",
-                    "state": "Texas",
-                    "city_or_county": "Harris County",
-                    "address": "1200 block of E. Airtex",
-                    "n_killed": 1,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/295514",
-                    "source_url": "http://www.khou.com/story/news/local/2015/02/20/officer-involved-shooting-reported-in-n-harris-county/23751883/",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 18.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Shot - Dead (murder, accidental, suicide)||Officer Involved Incident||Officer Involved Shooting - subject/suspect/perpetrator killed",
-                    "latitude": 29.9816,
-                    "location_description": null,
-                    "longitude": -95.4281,
-                    "n_guns_involved": null,
-                    "notes": "Harris County Sheriff's Office investigating after perp aimed gun at a U.S. marshall and the perp was shot.",
-                    "participant_age": null,
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Male",
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": "0::Killed",
-                    "participant_type": "0::Subject-Suspect",
-                    "sources": "http://www.khou.com/story/news/local/2015/02/20/officer-involved-shooting-reported-in-n-harris-county/23751883/",
-                    "state_house_district": 141.0,
-                    "state_senate_district": 15.0
-                }
-            },
-            {
-                "scenario_id": "020",
-                "features": {
-                    "incident_id": 870237,
-                    "date": "2017-06-18",
-                    "state": "Louisiana",
-                    "city_or_county": "New Orleans",
-                    "address": "E I 10 and Orleans Ave",
-                    "n_killed": 0,
-                    "n_injured": 1,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/870237",
-                    "source_url": "http://Orleans Avenuewww.nola.com/crime/index.ssf/2017/06/shooting_interstate_10_new_orl.html",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 2.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Shot - Wounded/Injured||Shots Fired - No Injuries||Drive-by (car to street, car to car)",
-                    "latitude": 29.9652,
-                    "location_description": null,
-                    "longitude": -90.0739,
-                    "n_guns_involved": 1.0,
-                    "notes": "exit 235A; 2nd scene North Claiborne Avenue and Pauger Street",
-                    "participant_age": null,
-                    "participant_age_group": null,
-                    "participant_gender": "0::Male",
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": "0::Injured",
-                    "participant_type": "0::Victim",
-                    "sources": "http://www.nola.com/crime/index.ssf/2017/06/shooting_interstate_10_new_orl.html",
-                    "state_house_district": 93.0,
-                    "state_senate_district": 5.0
-                }
-            },
-            {
-                "scenario_id": "021",
-                "features": {
-                    "incident_id": 793399,
-                    "date": "2017-03-11",
-                    "state": "Virginia",
-                    "city_or_county": "Chantilly",
-                    "address": "13930 Metrotech Drive",
-                    "n_killed": 0,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/793399",
-                    "source_url": "http://www.wusa9.com/news/local/3-men-charged-in-recent-gun-store-burglaries/424004124",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 10.0,
-                    "gun_stolen": "0::Stolen||1::Stolen||2::Stolen||3::Stolen||4::Stolen||5::Stolen||6::Stolen||7::Stolen||8::Stolen||9::Stolen||10::Stolen||11::Stolen||12::Stolen||13::Stolen||14::Stolen||15::Stolen||16::Stolen||17::Stolen||18::Stolen||19::Stolen||20::Stolen||21::Stolen||22::Stolen||23::Stolen||24::Stolen||25::Stolen||26::Stolen||27::Stolen||28::Stolen||29::Stolen||30::Stolen||31::Stolen||32::Stolen||33::Stolen||34::Stolen",
-                    "gun_type": "0::Unknown||1::Unknown||2::Unknown||3::Unknown||4::Unknown||5::Unknown||6::Unknown||7::Unknown||8::Unknown||9::Unknown||10::Unknown||11::Unknown||12::Unknown||13::Unknown||14::Unknown||15::Unknown||16::Unknown||17::Unknown||18::Unknown||19::Unknown||20::Unknown||21::Unknown||22::Unknown||23::Unknown||24::Unknown||25::Unknown||26::Unknown||27::Unknown||28::Unknown||29::Unknown||30::Unknown||31::Unknown||32::Unknown||33::Unknown||34::Unknown",
-                    "incident_characteristics": "Institution/Group/Business||Non-Shooting Incident||Gun shop robbery or burglary",
-                    "latitude": 38.8962,
-                    "location_description": "50 West Armory",
-                    "longitude": -77.4275,
-                    "n_guns_involved": 35.0,
-                    "notes": "35 firearms stolen from gun store, suspects also tried to rob two gun stores in Fredericksburg on March 14",
-                    "participant_age": "0::19||1::23||2::23",
-                    "participant_age_group": "0::Adult 18+||1::Adult 18+||2::Adult 18+",
-                    "participant_gender": "0::Male||1::Male||2::Male",
-                    "participant_name": "0::Daniel Quarles||1::Preston Holmes||2::Matthew Jones",
-                    "participant_relationship": null,
-                    "participant_status": "0::Unharmed, Arrested||1::Unharmed, Arrested||2::Unharmed, Arrested",
-                    "participant_type": "0::Subject-Suspect||1::Subject-Suspect||2::Subject-Suspect",
-                    "sources": "http://www.alexandrianews.org/2017/03/dozens-of-firearms-stolen-from-chantilly-gun-store/||http://www.wusa9.com/news/local/3-arrested-in-va-gun-store-burglaries/424118061||http://www.wusa9.com/news/local/3-men-charged-in-recent-gun-store-burglaries/424004124",
-                    "state_house_district": 86.0,
-                    "state_senate_district": 32.0
-                }
-            },
-            {
-                "scenario_id": "022",
-                "features": {
-                    "incident_id": 92228,
-                    "date": "2014-01-01",
-                    "state": "Arkansas",
-                    "city_or_county": "Pine Bluff",
-                    "address": "2300 block of Port Road",
-                    "n_killed": 0,
-                    "n_injured": 1,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/92228",
-                    "source_url": "http://www.thv11.com/news/crime/293574/370/Man-wanted-in-New-Years-Day-shooting-in-Pine-Bluff",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 4.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Shot - Wounded/Injured",
-                    "latitude": 34.2291,
-                    "location_description": null,
-                    "longitude": -91.9779,
-                    "n_guns_involved": null,
-                    "notes": null,
-                    "participant_age": "1::26",
-                    "participant_age_group": "0::Adult 18+||1::Adult 18+",
-                    "participant_gender": "0::Male||1::Male",
-                    "participant_name": "1::Ronald Maxwell Jr.",
-                    "participant_relationship": null,
-                    "participant_status": "0::Injured||1::Unharmed",
-                    "participant_type": "0::Victim||1::Subject-Suspect",
-                    "sources": "http://www.katv.com/story/24341851/pine-bluff-man-shot-in-leg-suspect-in-custody||http://www.thv11.com/news/crime/293574/370/Man-wanted-in-New-Years-Day-shooting-in-Pine-Bluff",
-                    "state_house_district": 16.0,
-                    "state_senate_district": 25.0
-                }
-            },
-            {
-                "scenario_id": "031",
-                "features": {
-                    "incident_id": 135042,
-                    "date": "2014-05-14",
-                    "state": "California",
-                    "city_or_county": "Sacramento",
-                    "address": "6800 block of Woodbine Ave",
-                    "n_killed": 1,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/135042",
-                    "source_url": "http://www.sacbee.com/news/local/crime/article202709659.html",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 6.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Shotgun",
-                    "incident_characteristics": "Shot - Dead (murder, accidental, suicide)||Domestic Violence||Possession of gun by felon or prohibited person",
-                    "latitude": 38.5024,
-                    "location_description": null,
-                    "longitude": -121.48,
-                    "n_guns_involved": 1.0,
-                    "notes": null,
-                    "participant_age": "0::31||1::34",
-                    "participant_age_group": "0::Adult 18+||1::Adult 18+",
-                    "participant_gender": "0::Female||1::Male",
-                    "participant_name": "0::Tamisha Evette Ridge||1::Dameshlo Green",
-                    "participant_relationship": "1::Significant others - current or former",
-                    "participant_status": "0::Killed||1::Unharmed, Arrested",
-                    "participant_type": "0::Victim||1::Subject-Suspect",
-                    "sources": "http://www.sacbee.com/2014/05/14/6403951/woman-shot-to-death-in-south-sacramento.html||http://www.sacbee.com/news/local/crime/article202709659.html",
-                    "state_house_district": 9.0,
-                    "state_senate_district": 6.0
-                }
-            },
-            {
-                "scenario_id": "033",
-                "features": {
-                    "incident_id": 320323,
-                    "date": "2015-04-08",
-                    "state": "Illinois",
-                    "city_or_county": "Chicago",
-                    "address": "84th Street and Essex",
-                    "n_killed": 1,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/320323",
-                    "source_url": "http://www.chicagotribune.com/news/local/breaking/chi-man-shot-in-head-on-south-side-20150408-story.html",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 2.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Shot - Dead (murder, accidental, suicide)",
-                    "latitude": 41.7427,
-                    "location_description": null,
-                    "longitude": -87.5637,
-                    "n_guns_involved": null,
-                    "notes": "Man shot, head, critical; unclear. Died in hospital.",
-                    "participant_age": "0::21",
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Male||1::Male",
-                    "participant_name": "0::Devante Warnsby",
-                    "participant_relationship": null,
-                    "participant_status": "0::Killed||1::Unharmed",
-                    "participant_type": "0::Victim||1::Subject-Suspect",
-                    "sources": "http://abc7chicago.com/news/man-shot-in-the-head-in-south-shore/641586/||http://www.chicagotribune.com/news/local/breaking/chi-man-shot-in-head-on-south-side-20150408-story.html",
-                    "state_house_district": 33.0,
-                    "state_senate_district": 17.0
-                }
-            },
-            {
-                "scenario_id": "036",
-                "features": {
-                    "incident_id": 990412,
-                    "date": "2017-11-16",
-                    "state": "Illinois",
-                    "city_or_county": "Des Plaines (Rosemont)",
-                    "address": "9700 Higgins Rd",
-                    "n_killed": 1,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/990412",
-                    "source_url": "http://www.dailyherald.com/news/20171116/rosemont-police-investigating-death",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 5.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Shot - Dead (murder, accidental, suicide)",
-                    "latitude": 41.9942,
-                    "location_description": null,
-                    "longitude": -87.8689,
-                    "n_guns_involved": 1.0,
-                    "notes": "Man's body found w/ gun n hand in truck;",
-                    "participant_age": null,
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Male",
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": "0::Killed",
-                    "participant_type": "0::Victim",
-                    "sources": "http://www.dailyherald.com/news/20171116/rosemont-police-investigating-death",
-                    "state_house_district": 20.0,
-                    "state_senate_district": 10.0
-                }
-            },
-            {
-                "scenario_id": "047",
-                "features": {
-                    "incident_id": 881671,
-                    "date": "2017-07-02",
-                    "state": "Mississippi",
-                    "city_or_county": "Cruger",
-                    "address": "2183 Holly Grove Meeks Rd",
-                    "n_killed": 1,
-                    "n_injured": 1,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/881671",
-                    "source_url": "http://www.gwcommonwealth.com/news/article_94d705aa-7eb8-11e7-bf0c-8b51a12ae789.html",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 2.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Shot - Wounded/Injured||Shot - Dead (murder, accidental, suicide)||Bar/club incident - in or around establishment",
-                    "latitude": 33.3094,
-                    "location_description": "Club CJ's",
-                    "longitude": -90.2041,
-                    "n_guns_involved": 1.0,
-                    "notes": null,
-                    "participant_age": "2::37||3::32",
-                    "participant_age_group": "0::Adult 18+||1::Adult 18+||2::Adult 18+||3::Adult 18+||4::Adult 18+",
-                    "participant_gender": "0::Male||1::Male||2::Male||3::Male||4::Male",
-                    "participant_name": "0::Bernardo Washington||1::Joe Holmes||2::Demantreous Love||3::Jamar Newsome||4::Montrell Pretzea Love",
-                    "participant_relationship": null,
-                    "participant_status": "0::Killed||1::Injured||2::Unharmed||3::Unharmed||4::Unharmed, Arrested",
-                    "participant_type": "0::Victim||1::Victim||2::Subject-Suspect||3::Subject-Suspect||4::Subject-Suspect",
-                    "sources": "http://www.walb.com/story/35801551/double-shooting-at-holmes-co-club-leaves-one-dead||http://www.msnewsnow.com/story/36091244/two-men-wanted-for-capital-murder-in-holmes-county||http://wjtv.com/2017/07/03/1-dead-1-injured-in-holmes-county-club-shooting-deputies-search-for-suspect/||http://www.gwcommonwealth.com/news/article_94d705aa-7eb8-11e7-bf0c-8b51a12ae789.html",
-                    "state_house_district": 34.0,
-                    "state_senate_district": 24.0
-                }
-            },
-            {
-                "scenario_id": "062",
-                "features": {
-                    "incident_id": 883282,
-                    "date": "2017-07-05",
-                    "state": "Illinois",
-                    "city_or_county": "Chicago (Roseland)",
-                    "address": "11000 block of S Eberhart",
-                    "n_killed": 2,
-                    "n_injured": 2,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/883282",
-                    "source_url": "http://homicides.suntimes.com/2017/07/07/neighbor-fatal-shooting-of-derwin-moore-and-maurice-willis-in-roseland-are-so-normal-in-the-black-community/",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 2.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Shot - Wounded/Injured||Shot - Dead (murder, accidental, suicide)||Drive-by (car to street, car to car)||Mass Shooting (4+ victims injured or killed excluding the subject/suspect/perpetrator, one location)",
-                    "latitude": 41.6945,
-                    "location_description": null,
-                    "longitude": -87.611,
-                    "n_guns_involved": 1.0,
-                    "notes": "2 killed, 2 wounded, stable; drive-by by several shooters as they stood on street;",
-                    "participant_age": "0::33||1::35||2::29||3::37",
-                    "participant_age_group": "0::Adult 18+||1::Adult 18+||2::Adult 18+||3::Adult 18+",
-                    "participant_gender": "0::Male||1::Male||2::Male||3::Male",
-                    "participant_name": "0::Maurice Anthony Willis||1::Derwin Moore",
-                    "participant_relationship": null,
-                    "participant_status": "0::Killed||1::Killed||2::Injured||3::Injured",
-                    "participant_type": "0::Victim||1::Victim||2::Victim||3::Victim",
-                    "sources": "http://chicago.suntimes.com/news/police-2-dead-2-wounded-in-roseland-shooting/||http://homicides.suntimes.com/2017/07/07/neighbor-fatal-shooting-of-derwin-moore-and-maurice-willis-in-roseland-are-so-normal-in-the-black-community/",
-                    "state_house_district": 34.0,
-                    "state_senate_district": 17.0
-                }
-            },
-            {
-                "scenario_id": "066",
-                "features": {
-                    "incident_id": 218620,
-                    "date": "2014-11-08",
-                    "state": "California",
-                    "city_or_county": "Lucerne",
-                    "address": "16th street",
-                    "n_killed": 1,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/218620",
-                    "source_url": "http://blog.sfgate.com/crime/2014/11/10/lake-county-officers-shoot-and-kill-man/",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 3.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Shot - Dead (murder, accidental, suicide)||Officer Involved Incident||Officer Involved Shooting - subject/suspect/perpetrator killed",
-                    "latitude": 39.0858,
-                    "location_description": null,
-                    "longitude": -122.79,
-                    "n_guns_involved": null,
-                    "notes": null,
-                    "participant_age": "0::56",
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Male",
-                    "participant_name": "0::Christopher O’Neal",
-                    "participant_relationship": null,
-                    "participant_status": "0::Killed",
-                    "participant_type": "0::Subject-Suspect",
-                    "sources": "http://blog.sfgate.com/crime/2014/11/10/lake-county-officers-shoot-and-kill-man/",
-                    "state_house_district": 4.0,
-                    "state_senate_district": 2.0
-                }
-            },
-            {
-                "scenario_id": "068",
-                "features": {
-                    "incident_id": 337544,
-                    "date": "2015-05-10",
-                    "state": "Alabama",
-                    "city_or_county": "Mobile (county)",
-                    "address": "Spring Street",
-                    "n_killed": 1,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/337544",
-                    "source_url": "http://www.wsfa.com/story/29025992/apparent-homicide-on-spring-street",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 1.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Shot - Dead (murder, accidental, suicide)",
-                    "latitude": 30.7221,
-                    "location_description": null,
-                    "longitude": -88.0865,
-                    "n_guns_involved": null,
-                    "notes": null,
-                    "participant_age": null,
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Male",
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": "0::Killed",
-                    "participant_type": "0::Victim",
-                    "sources": "http://www.wsfa.com/story/29025992/apparent-homicide-on-spring-street",
-                    "state_house_district": 99.0,
-                    "state_senate_district": 33.0
-                }
-            },
-            {
-                "scenario_id": "069",
-                "features": {
-                    "incident_id": 1023959,
-                    "date": "2018-01-09",
-                    "state": "Illinois",
-                    "city_or_county": "Chicago",
-                    "address": "1900 N Albany Ave",
-                    "n_killed": 1,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/1023959",
-                    "source_url": "https://chicago.suntimes.com/news/felon-charged-with-fatally-shooting-logan-square-man-during-argument/",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 4.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Shot - Dead (murder, accidental, suicide)||Road rage",
-                    "latitude": 41.916,
-                    "location_description": null,
-                    "longitude": -87.7053,
-                    "n_guns_involved": 1.0,
-                    "notes": "Victim shot outside store during fight after road rage incident; suspect convicted/murder, 1988;",
-                    "participant_age": "0::34||1::51",
-                    "participant_age_group": "0::Adult 18+||1::Adult 18+",
-                    "participant_gender": "0::Male||1::Male",
-                    "participant_name": "0::Peter Puleo||1::Marc Johnson",
-                    "participant_relationship": null,
-                    "participant_status": "0::Killed||1::Unharmed, Arrested",
-                    "participant_type": "0::Victim||1::Subject-Suspect",
-                    "sources": "https://chicago.suntimes.com/news/man-killed-in-logan-square-drive-by-shooting-2/||https://chicago.suntimes.com/news/felon-charged-with-fatally-shooting-logan-square-man-during-argument/",
-                    "state_house_district": 4.0,
-                    "state_senate_district": 2.0
-                }
-            },
-            {
-                "scenario_id": "082",
-                "features": {
-                    "incident_id": 153275,
-                    "date": "2014-06-30",
-                    "state": "Kentucky",
-                    "city_or_county": "Lexington",
-                    "address": "Scottsdale Circle",
-                    "n_killed": 1,
-                    "n_injured": 3,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/153275",
-                    "source_url": "http://www.wkyt.com/home/headlines/Lexington-police-on-scene-of-reported-shooting-265316871.html",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 6.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Shot - Wounded/Injured||Shot - Dead (murder, accidental, suicide)||Mass Shooting (4+ victims injured or killed excluding the subject/suspect/perpetrator, one location)",
-                    "latitude": 38.0763,
-                    "location_description": null,
-                    "longitude": -84.4772,
-                    "n_guns_involved": null,
-                    "notes": "Hollow Creek neighborhood off Russell Cave Road, one of four women shot inside home died",
-                    "participant_age": "0::18",
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Female||1::Female||2::Female||3::Female",
-                    "participant_name": "0::Kieara Green",
-                    "participant_relationship": null,
-                    "participant_status": "0::Killed||1::Injured||2::Injured||3::Injured",
-                    "participant_type": "0::Victim||1::Victim||2::Victim||3::Victim",
-                    "sources": "http://www.wkyt.com/home/headlines/Lexington-police-on-scene-of-reported-shooting-265316871.html",
-                    "state_house_district": null,
-                    "state_senate_district": null
-                }
-            },
-            {
-                "scenario_id": "084",
-                "features": {
-                    "incident_id": 713419,
-                    "date": "2016-11-28",
-                    "state": "Minnesota",
-                    "city_or_county": "Moorhead",
-                    "address": "19th Avenue and 20th Street South",
-                    "n_killed": 1,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/713419",
-                    "source_url": "http://www.valleynewslive.com/content/news/Moorhead-Police-identify-man-involved-in-standoff-403434376.html",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": null,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Shot - Dead (murder, accidental, suicide)||Suicide^||Officer Involved Incident||Officer Involved Shooting - subject/suspect/perpetrator killed||Officer Involved Shooting - subject/suspect/perpetrator suicide at standoff||Domestic Violence",
-                    "latitude": null,
-                    "location_description": null,
-                    "longitude": null,
-                    "n_guns_involved": 1.0,
-                    "notes": "Suspect fatally shot self during standoff.",
-                    "participant_age": "0::28",
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Male",
-                    "participant_name": "0::Joseph Scheibel",
-                    "participant_relationship": null,
-                    "participant_status": "0::Killed",
-                    "participant_type": "0::Subject-Suspect",
-                    "sources": "http://www.myndnow.com/news/bismarck-news/man-involved-in-fargo-swat-incident-is-dead||http://www.valleynewslive.com/content/news/Moorhead-Police-identify-man-involved-in-standoff-403434376.html",
-                    "state_house_district": null,
-                    "state_senate_district": null
-                }
-            },
-            {
-                "scenario_id": "085",
-                "features": {
-                    "incident_id": 311067,
-                    "date": "2015-03-21",
-                    "state": "Texas",
-                    "city_or_county": "Houston",
-                    "address": "3300 block of Sadler",
-                    "n_killed": 1,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/311067",
-                    "source_url": "http://www.chron.com/news/houston-texas/article/Relatives-find-man-dead-in-bedroom-from-gunshot-6151117.php",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 29.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Shot - Dead (murder, accidental, suicide)",
-                    "latitude": 29.8345,
-                    "location_description": null,
-                    "longitude": -95.3363,
-                    "n_guns_involved": null,
-                    "notes": null,
-                    "participant_age": "0::35",
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Male",
-                    "participant_name": "0::Anthony Walton",
-                    "participant_relationship": null,
-                    "participant_status": "0::Killed",
-                    "participant_type": "0::Victim",
-                    "sources": "http://www.chron.com/news/houston-texas/article/Relatives-find-man-dead-in-bedroom-from-gunshot-6151117.php",
-                    "state_house_district": 142.0,
-                    "state_senate_district": 6.0
-                }
-            },
-            {
-                "scenario_id": "087",
-                "features": {
-                    "incident_id": 758480,
-                    "date": "2017-01-23",
-                    "state": "Delaware",
-                    "city_or_county": "Wilmington",
-                    "address": "1700 block of W 13th St",
-                    "n_killed": 1,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/758480",
-                    "source_url": "http://www.wdel.com/news/wilmington-man-id-d-as-victim-of-fatal-police-involved/article_2955a524-e26f-11e6-a289-9b53383bcc5f.html",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 1.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Handgun",
-                    "incident_characteristics": "Shot - Dead (murder, accidental, suicide)||Officer Involved Incident||Officer Involved Shooting - subject/suspect/perpetrator killed||Brandishing/flourishing/open carry/lost/found",
-                    "latitude": 39.7556,
-                    "location_description": "Trolley Square",
-                    "longitude": -75.5647,
-                    "n_guns_involved": 1.0,
-                    "notes": "distraught man armed with handgun",
-                    "participant_age": "0::60",
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Male",
-                    "participant_name": "0::Bruce Altenburger",
-                    "participant_relationship": null,
-                    "participant_status": "0::Killed",
-                    "participant_type": "0::Subject-Suspect",
-                    "sources": "http://www.delawareonline.com/story/news/crime/2017/01/23/wilmington-police-fatally-shoot-armed-man-near-trolley-square/96974292/||http://www.wdel.com/news/wilmington-man-id-d-as-victim-of-fatal-police-involved/article_2955a524-e26f-11e6-a289-9b53383bcc5f.html",
-                    "state_house_district": 4.0,
-                    "state_senate_district": 1.0
-                }
-            },
-            {
-                "scenario_id": "089",
-                "features": {
-                    "incident_id": 757787,
-                    "date": "2017-01-23",
-                    "state": "Oklahoma",
-                    "city_or_county": "Oklahoma City (Del City)",
-                    "address": "4000 SE 15th St",
-                    "n_killed": 2,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/757787",
-                    "source_url": "http://newsok.com/del-city-police-make-arrest-in-laundromat-killings/article/5535964",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 5.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Shot - Dead (murder, accidental, suicide)||Armed robbery with injury/death and/or evidence of DGU found",
-                    "latitude": 35.4496,
-                    "location_description": "Laundry Station",
-                    "longitude": -97.4426,
-                    "n_guns_involved": 1.0,
-                    "notes": null,
-                    "participant_age": "0::60||1::42||2::33",
-                    "participant_age_group": "0::Adult 18+||1::Adult 18+||2::Adult 18+",
-                    "participant_gender": "0::Male||1::Female||2::Male",
-                    "participant_name": "0::Russ Roberts||1::Nekia Jackson||2::Roshaun Bernard Jones",
-                    "participant_relationship": null,
-                    "participant_status": "0::Killed||1::Killed||2::Unharmed, Arrested",
-                    "participant_type": "0::Victim||1::Victim||2::Subject-Suspect",
-                    "sources": "http://kfor.com/2017/01/23/police-investigating-double-homicide-after-two-people-found-dead-at-local-laundromat/||http://newsok.com/del-city-police-make-arrest-in-laundromat-killings/article/5535964",
-                    "state_house_district": 94.0,
-                    "state_senate_district": 42.0
-                }
-            },
-            {
-                "scenario_id": "100",
-                "features": {
-                    "incident_id": 278698,
-                    "date": "2015-01-15",
-                    "state": "Texas",
-                    "city_or_county": "Desoto",
-                    "address": "1200 block of E. Pleasant Run Rd.",
-                    "n_killed": 1,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/278698",
-                    "source_url": "http://www.wfaa.com/story/news/crime/2015/01/16/woman-arrested-in-desoto-apartment-shooting/21882967/",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 30.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Shot - Dead (murder, accidental, suicide)",
-                    "latitude": 32.6041,
-                    "location_description": null,
-                    "longitude": -96.8283,
-                    "n_guns_involved": null,
-                    "notes": null,
-                    "participant_age": "1::30||2::36",
-                    "participant_age_group": "0::Adult 18+||1::Adult 18+||2::Adult 18+",
-                    "participant_gender": "0::Male||1::Female||2::Male",
-                    "participant_name": "0::Vincent Dorsey||1::Latoya Vaughns||2::Terrance Brigham",
-                    "participant_relationship": null,
-                    "participant_status": "0::Killed||1::Unharmed, Arrested||2::Unharmed",
-                    "participant_type": "0::Victim||1::Subject-Suspect||2::Subject-Suspect",
-                    "sources": "http://www.wfaa.com/story/news/2015/01/15/man-found-dead-desoto-apartment-complex/21799555/||http://www.wfaa.com/story/news/crime/2015/01/16/woman-arrested-in-desoto-apartment-shooting/21882967/",
-                    "state_house_district": 109.0,
-                    "state_senate_district": 23.0
-                }
-            },
-            {
-                "scenario_id": "106",
-                "features": {
-                    "incident_id": 276129,
-                    "date": "2015-01-09",
-                    "state": "Virginia",
-                    "city_or_county": "Appomattox",
-                    "address": "1523 Coleman Mountain Rd",
-                    "n_killed": 2,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/276129",
-                    "source_url": "http://www.timesvirginian.com/news/article_7a54c132-9c01-11e4-9730-3b1319e63883.html",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 5.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Shot - Dead (murder, accidental, suicide)||Domestic Violence",
-                    "latitude": 37.361,
-                    "location_description": null,
-                    "longitude": -78.6553,
-                    "n_guns_involved": 1.0,
-                    "notes": "man and woman shot each other to death, 4-year-old child found unharmed inside of home",
-                    "participant_age": "0::45||1::42",
-                    "participant_age_group": "0::Adult 18+||1::Adult 18+",
-                    "participant_gender": "0::Male||1::Female",
-                    "participant_name": "0::Walker Clay Thornhill||1::Leilani Maria Valle",
-                    "participant_relationship": null,
-                    "participant_status": "0::Killed||1::Killed",
-                    "participant_type": "0::Victim||1::Victim",
-                    "sources": "http://www.newsadvance.com/news/local/two-dead-after-shooting-at-appomattox-house/article_724fb7a6-985c-11e4-b739-ff57e6045029.html||http://www.timesvirginian.com/news/article_7a54c132-9c01-11e4-9730-3b1319e63883.html",
-                    "state_house_district": 59.0,
-                    "state_senate_district": 22.0
-                }
-            },
-            {
-                "scenario_id": "114",
-                "features": {
-                    "incident_id": 881976,
-                    "date": "2017-07-03",
-                    "state": "Texas",
-                    "city_or_county": "Houston",
-                    "address": "5400 block of Braesvalley Drive",
-                    "n_killed": 1,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/881976",
-                    "source_url": "http://www.chron.com/news/houston-texas/houston/article/HPD-responds-to-fatal-shooting-in-southwest-11264217.php",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 7.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Shot - Dead (murder, accidental, suicide)",
-                    "latitude": 29.6793,
-                    "location_description": null,
-                    "longitude": -95.4801,
-                    "n_guns_involved": 1.0,
-                    "notes": null,
-                    "participant_age": null,
-                    "participant_age_group": null,
-                    "participant_gender": null,
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": "0::Killed",
-                    "participant_type": "0::Victim",
-                    "sources": "http://www.chron.com/news/houston-texas/houston/article/HPD-responds-to-fatal-shooting-in-southwest-11264217.php",
-                    "state_house_district": null,
-                    "state_senate_district": 17.0
-                }
-            },
-            {
-                "scenario_id": "117",
-                "features": {
-                    "incident_id": 322620,
-                    "date": "2015-04-12",
-                    "state": "Mississippi",
-                    "city_or_county": "Greenville",
-                    "address": "Edison and Union",
-                    "n_killed": 1,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/322620",
-                    "source_url": "http://www.ddtonline.com/news/article_01d004b2-e1f0-11e4-9427-2b68e0eab0e6.html",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 2.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Shot - Dead (murder, accidental, suicide)",
-                    "latitude": 33.4137,
-                    "location_description": null,
-                    "longitude": -91.047,
-                    "n_guns_involved": null,
-                    "notes": null,
-                    "participant_age": "0::40",
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Male",
-                    "participant_name": "0::Darryl Harris",
-                    "participant_relationship": null,
-                    "participant_status": "0::Killed",
-                    "participant_type": "0::Victim",
-                    "sources": "http://www.ddtonline.com/news/article_01d004b2-e1f0-11e4-9427-2b68e0eab0e6.html",
-                    "state_house_district": 49.0,
-                    "state_senate_district": 12.0
-                }
-            },
-            {
-                "scenario_id": "119",
-                "features": {
-                    "incident_id": 928218,
-                    "date": "2017-08-26",
-                    "state": "Pennsylvania",
-                    "city_or_county": "Philadelphia",
-                    "address": "1700 block of N Newkirk St",
-                    "n_killed": 1,
-                    "n_injured": 1,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/928218",
-                    "source_url": "http://www.philly.com/philly/blogs/dncrime/Police-ID-man-killed-in-double-shooting.html",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": null,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Shot - Wounded/Injured||Shot - Dead (murder, accidental, suicide)",
-                    "latitude": null,
-                    "location_description": "(Brewerytown area)",
-                    "longitude": null,
-                    "n_guns_involved": 1.0,
-                    "notes": "approx. 9:25 pm",
-                    "participant_age": "0::25||1::45",
-                    "participant_age_group": "0::Adult 18+||1::Adult 18+",
-                    "participant_gender": "0::Male||1::Male",
-                    "participant_name": "0::Nashawn Jones",
-                    "participant_relationship": null,
-                    "participant_status": "0::Killed||1::Injured",
-                    "participant_type": "0::Victim||1::Victim",
-                    "sources": "http://www.philly.com/philly/blogs/dncrime/Police-ID-man-killed-in-double-shooting.html",
-                    "state_house_district": null,
-                    "state_senate_district": null
-                }
-            },
-            {
-                "scenario_id": "128",
-                "features": {
-                    "incident_id": 144549,
-                    "date": "2014-06-09",
-                    "state": "Washington",
-                    "city_or_county": "Vancouver",
-                    "address": "Northeast 52nd Street at 131st Avenue",
-                    "n_killed": 2,
-                    "n_injured": 1,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/144549",
-                    "source_url": "http://www.katu.com/news/local/Three-people-found-shot-in-Vancouver-home-262365831.html",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 3.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Shot - Wounded/Injured||Shot - Dead (murder, accidental, suicide)||Suicide^||Murder/Suicide",
-                    "latitude": 45.6599,
-                    "location_description": null,
-                    "longitude": -122.538,
-                    "n_guns_involved": null,
-                    "notes": null,
-                    "participant_age": "0::49||1::49||2::23",
-                    "participant_age_group": "0::Adult 18+||1::Adult 18+",
-                    "participant_gender": "0::Male||1::Female||2::Male",
-                    "participant_name": "0::Danny Lee Luster||1::Sandra Luster",
-                    "participant_relationship": null,
-                    "participant_status": "0::Killed||1::Killed||2::Injured",
-                    "participant_type": "0::Victim||1::Victim||2::Victim",
-                    "sources": "http://www.katu.com/news/local/Three-people-found-shot-in-Vancouver-home-262365831.html",
-                    "state_house_district": 17.0,
-                    "state_senate_district": 17.0
-                }
-            },
-            {
-                "scenario_id": "141",
-                "features": {
-                    "incident_id": 299653,
-                    "date": "2015-02-27",
-                    "state": "California",
-                    "city_or_county": "Sacramento",
-                    "address": "2200 block of Edison Avenue",
-                    "n_killed": 1,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/299653",
-                    "source_url": "http://www.sacbee.com/news/local/crime/article11907812.html",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 6.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Shot - Dead (murder, accidental, suicide)",
-                    "latitude": 38.6316,
-                    "location_description": null,
-                    "longitude": -121.39,
-                    "n_guns_involved": null,
-                    "notes": null,
-                    "participant_age": "0::26",
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Male",
-                    "participant_name": "0::Robert Klose",
-                    "participant_relationship": null,
-                    "participant_status": "0::Killed",
-                    "participant_type": "0::Victim",
-                    "sources": "http://www.sacbee.com/news/local/crime/article11907812.html",
-                    "state_house_district": 8.0,
-                    "state_senate_district": 6.0
-                }
-            },
-            {
-                "scenario_id": "147",
-                "features": {
-                    "incident_id": 496075,
-                    "date": "2016-01-29",
-                    "state": "California",
-                    "city_or_county": "Los Angeles",
-                    "address": "Slauson Avenue and Crenshaw Boulevard",
-                    "n_killed": 1,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/496075",
-                    "source_url": "http://www.dailynews.com/general-news/20160130/1-killed-in-hyde-park-shooting-attack",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 37.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Shot - Dead (murder, accidental, suicide)",
-                    "latitude": 33.989,
-                    "location_description": null,
-                    "longitude": -118.331,
-                    "n_guns_involved": null,
-                    "notes": null,
-                    "participant_age": null,
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Male",
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": "0::Killed",
-                    "participant_type": "0::Victim||1::Subject-Suspect||2::Subject-Suspect||3::Subject-Suspect||4::Subject-Suspect||5::Subject-Suspect||6::Subject-Suspect",
-                    "sources": "http://www.dailynews.com/general-news/20160130/1-killed-in-hyde-park-shooting-attack",
-                    "state_house_district": 54.0,
-                    "state_senate_district": 30.0
-                }
-            },
-            {
-                "scenario_id": "152",
-                "features": {
-                    "incident_id": 639901,
-                    "date": "2016-08-26",
-                    "state": "Kentucky",
-                    "city_or_county": "Russell Springs",
-                    "address": "Little Clifty Creek Road",
-                    "n_killed": 1,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/639901",
-                    "source_url": "http://www.lex18.com/story/32853837/man-killed-in-russell-co-shooting",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 1.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Shot - Dead (murder, accidental, suicide)",
-                    "latitude": 37.064,
-                    "location_description": null,
-                    "longitude": -85.1172,
-                    "n_guns_involved": 1.0,
-                    "notes": null,
-                    "participant_age": "0::66||1::39",
-                    "participant_age_group": "0::Adult 18+||1::Adult 18+",
-                    "participant_gender": "0::Male||1::Male",
-                    "participant_name": "0::Montie Pendleton||1::Eric Pendleton",
-                    "participant_relationship": "1::Family",
-                    "participant_status": "0::Killed||1::Arrested",
-                    "participant_type": "0::Victim||1::Subject-Suspect",
-                    "sources": "http://www.lex18.com/story/32853837/man-killed-in-russell-co-shooting",
-                    "state_house_district": null,
-                    "state_senate_district": null
-                }
-            },
-            {
-                "scenario_id": "159",
-                "features": {
-                    "incident_id": 457883,
-                    "date": "2015-11-29",
-                    "state": "North Dakota",
-                    "city_or_county": "Minot",
-                    "address": "Central Avenue and Broadway Street",
-                    "n_killed": 1,
-                    "n_injured": 1,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/457883",
-                    "source_url": "http://www.kfyrtv.com/content/news/Man-wanted-for-Minot-murder-arrested-in-Las-Vegas-385271691.html",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 1.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Shot - Wounded/Injured||Shot - Dead (murder, accidental, suicide)||Gang involvement",
-                    "latitude": 48.2365,
-                    "location_description": null,
-                    "longitude": -101.296,
-                    "n_guns_involved": null,
-                    "notes": null,
-                    "participant_age": "0::30||1::43||2::25",
-                    "participant_age_group": "0::Adult 18+||1::Adult 18+||2::Adult 18+",
-                    "participant_gender": "0::Male||1::Female||2::Male",
-                    "participant_name": "0::Roger Falana||2::Johnny C. Norwood Jr.",
-                    "participant_relationship": "2::Gang vs Gang",
-                    "participant_status": "0::Killed||1::Injured||2::Unharmed, Arrested",
-                    "participant_type": "0::Victim||1::Victim||2::Subject-Suspect",
-                    "sources": "http://www.kxnet.com/story/30624719/one-killed-one-wounded-in-shooting||http://www.valleynewslive.com/home/headlines/Police-Issue-Warrant-for-Murder-Suspect-in-Minot-Fatal-Shooting-360487911.html||http://www.kxnet.com/story/30660346/arrests-made-investigation-continues-for-shooter||http://www.grandforksherald.com/news/crime-and-courts/3895916-minot-shooting-was-gang-related-police-say||http://www.kfyrtv.com/content/news/Man-wanted-for-Minot-murder-arrested-in-Las-Vegas-385271691.html",
-                    "state_house_district": 5.0,
-                    "state_senate_district": 5.0
-                }
-            },
-            {
-                "scenario_id": "161",
-                "features": {
-                    "incident_id": 1052188,
-                    "date": "2018-02-17",
-                    "state": "Indiana",
-                    "city_or_county": "South Bend",
-                    "address": "4300 block of Silver Ln",
-                    "n_killed": 1,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/1052188",
-                    "source_url": "http://wsbt.com/news/local/police-respond-to-shooting-in-south-bend",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 2.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Shot - Dead (murder, accidental, suicide)",
-                    "latitude": 41.6627,
-                    "location_description": null,
-                    "longitude": -86.3075,
-                    "n_guns_involved": 1.0,
-                    "notes": "near Gladstone",
-                    "participant_age": "0::17",
-                    "participant_age_group": "0::Teen 12-17",
-                    "participant_gender": "0::Male",
-                    "participant_name": "0::Daekwon Tobar",
-                    "participant_relationship": null,
-                    "participant_status": "0::Killed",
-                    "participant_type": "0::Victim",
-                    "sources": "http://wsbt.com/news/local/police-respond-to-shooting-in-south-bend",
-                    "state_house_district": 7.0,
-                    "state_senate_district": 10.0
-                }
-            },
-            {
-                "scenario_id": "165",
-                "features": {
-                    "incident_id": 533170,
-                    "date": "2016-03-31",
-                    "state": "Missouri",
-                    "city_or_county": "Saint Louis",
-                    "address": "1700 block of Andros Ct",
-                    "n_killed": 1,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/533170",
-                    "source_url": "http://www.kmov.com/story/31622905/man-fatally-shot-in-ferguson-late-thursday-night-police-say",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 1.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Shot - Dead (murder, accidental, suicide)",
-                    "latitude": 38.7399,
-                    "location_description": null,
-                    "longitude": -90.2709,
-                    "n_guns_involved": 1.0,
-                    "notes": "38.739926, -90.270946",
-                    "participant_age": "0::31",
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Male",
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": "0::Killed",
-                    "participant_type": "0::Victim",
-                    "sources": "http://www.kmov.com/story/31622905/man-fatally-shot-in-ferguson-late-thursday-night-police-say",
-                    "state_house_district": 75.0,
-                    "state_senate_district": 14.0
-                }
-            },
-            {
-                "scenario_id": "172",
-                "features": {
-                    "incident_id": 459184,
-                    "date": "2015-12-04",
-                    "state": "Louisiana",
-                    "city_or_county": "Baton Rouge",
-                    "address": "8300 block of Amy Drive",
-                    "n_killed": 1,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/459184",
-                    "source_url": "http://www.wbrz.com/news/husband-charged-in-wife-s-murder",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 6.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Shot - Dead (murder, accidental, suicide)||Domestic Violence",
-                    "latitude": 30.3527,
-                    "location_description": null,
-                    "longitude": -91.1317,
-                    "n_guns_involved": null,
-                    "notes": "Woman shot and killed in incident of domestic violence. Husband charged",
-                    "participant_age": "0::27||1::27",
-                    "participant_age_group": "0::Adult 18+||1::Adult 18+",
-                    "participant_gender": "0::Female||1::Male",
-                    "participant_name": "0::Louisa Garcia||1::Juan Angel Delarca Martinez",
-                    "participant_relationship": "1::Significant others - current or former",
-                    "participant_status": "0::Killed||1::Arrested",
-                    "participant_type": "0::Victim||1::Subject-Suspect",
-                    "sources": "http://www.ksla.com/story/30669337/deputies-investigate-shooting-on-amy-drive-in-baton-rouge||http://www.wbrz.com/news/husband-charged-in-wife-s-murder",
-                    "state_house_district": 70.0,
-                    "state_senate_district": 14.0
-                }
-            },
-            {
-                "scenario_id": "174",
-                "features": {
-                    "incident_id": 217607,
-                    "date": "2014-11-08",
-                    "state": "Massachusetts",
-                    "city_or_county": "Boston",
-                    "address": "45 Bowdoin St",
-                    "n_killed": 2,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/217607",
-                    "source_url": "http://boston.homicidewatch.org/2014/11/21/audilia-daveiga-33-shot-and-killed-in-dorchester/",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 8.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Shot - Dead (murder, accidental, suicide)||Suicide^||Murder/Suicide||Domestic Violence",
-                    "latitude": 42.3597,
-                    "location_description": null,
-                    "longitude": -71.0631,
-                    "n_guns_involved": null,
-                    "notes": "1fvk",
-                    "participant_age": "0::33||1::30",
-                    "participant_age_group": "0::Adult 18+||1::Adult 18+",
-                    "participant_gender": "0::Female||1::Male",
-                    "participant_name": "0::Audilia DaVeiga||1::Paulo Rosa",
-                    "participant_relationship": "1::Significant others - current or former",
-                    "participant_status": "0::Killed||1::Killed",
-                    "participant_type": "0::Victim||1::Subject-Suspect",
-                    "sources": "http://www.boston.com/news/local/massachusetts/2014/11/08/woman-shot-death-dorchester-police-ask-for-public-help/0ilvz2JHLfCCvP2w1jcTWL/story.html||http://boston.homicidewatch.org/2014/11/21/audilia-daveiga-33-shot-and-killed-in-dorchester/",
-                    "state_house_district": null,
-                    "state_senate_district": null
-                }
-            },
-            {
-                "scenario_id": "175",
-                "features": {
-                    "incident_id": 1015232,
-                    "date": "2017-11-21",
-                    "state": "California",
-                    "city_or_county": "Los Angeles",
-                    "address": "625 S San Pedro St",
-                    "n_killed": 1,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/1015232",
-                    "source_url": "http://homicide.latimes.com/post/deshon-marquise-tave-riggins/",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 34.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Shot - Dead (murder, accidental, suicide)",
-                    "latitude": 34.042,
-                    "location_description": null,
-                    "longitude": -118.246,
-                    "n_guns_involved": 1.0,
-                    "notes": null,
-                    "participant_age": "0::22",
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Male",
-                    "participant_name": "0::Deshon Marquise Tave Riggins",
-                    "participant_relationship": null,
-                    "participant_status": "0::Killed",
-                    "participant_type": "0::Victim",
-                    "sources": "http://homicide.latimes.com/post/deshon-marquise-tave-riggins/",
-                    "state_house_district": 53.0,
-                    "state_senate_district": 30.0
-                }
-            },
-            {
-                "scenario_id": "178",
-                "features": {
-                    "incident_id": 551162,
-                    "date": "2016-05-01",
-                    "state": "Missouri",
-                    "city_or_county": "Saint Louis",
-                    "address": "6000 block of W Florissant Ave",
-                    "n_killed": 1,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/551162",
-                    "source_url": "http://www.stltoday.com/news/local/crime-and-courts/man-fatally-shot-on-street-in-walnut-park-neighborhood/article_7c151041-e3cc-5a2b-9eb7-08a9feadac98.html",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 1.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Shot - Dead (murder, accidental, suicide)",
-                    "latitude": 38.7087,
-                    "location_description": null,
-                    "longitude": -90.2515,
-                    "n_guns_involved": 1.0,
-                    "notes": "38.708687, -90.251536",
-                    "participant_age": "0::33",
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Male",
-                    "participant_name": "0::Kendall White",
-                    "participant_relationship": null,
-                    "participant_status": "0::Killed",
-                    "participant_type": "0::Victim",
-                    "sources": "http://www.kmov.com/story/31859156/1-person-multiple-vehicles-hit-in-north-st-louis-shooting||http://www.kmov.com/story/31859781/homicide-investigation-conducted-after-a-man-is-shot-dead-in-north-st-louis||http://www.stltoday.com/news/local/crime-and-courts/man-fatally-shot-on-street-in-walnut-park-neighborhood/article_7c151041-e3cc-5a2b-9eb7-08a9feadac98.html",
-                    "state_house_district": 76.0,
-                    "state_senate_district": 4.0
-                }
-            },
-            {
-                "scenario_id": "180",
-                "features": {
-                    "incident_id": 829331,
-                    "date": "2017-04-25",
-                    "state": "New Jersey",
-                    "city_or_county": "Newark",
-                    "address": "S Orange Ave and S 20th St",
-                    "n_killed": 1,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/829331",
-                    "source_url": "http://www.nj.com/essex/index.ssf/2017/04/23-year-old_killed_by_newark_detectives_identified.html#incart_river_index",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 10.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Shot - Dead (murder, accidental, suicide)||Officer Involved Incident||Officer Involved Shooting - subject/suspect/perpetrator killed||Brandishing/flourishing/open carry/lost/found",
-                    "latitude": 40.7435,
-                    "location_description": null,
-                    "longitude": -74.2092,
-                    "n_guns_involved": 1.0,
-                    "notes": "officer shot male in car",
-                    "participant_age": "0::23",
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Male",
-                    "participant_name": "0::Hakeem McNair",
-                    "participant_relationship": null,
-                    "participant_status": "0::Killed",
-                    "participant_type": "0::Subject-Suspect",
-                    "sources": "http://abc7ny.com/news/1-dead-in-police-involved-shooting-in-newark-/1917603/||http://www.nj.com/essex/index.ssf/2017/04/23-year-old_killed_by_newark_detectives_identified.html#incart_river_index",
-                    "state_house_district": 28.0,
-                    "state_senate_district": 28.0
-                }
-            },
-            {
-                "scenario_id": "188",
-                "features": {
-                    "incident_id": 435706,
-                    "date": "2015-10-21",
-                    "state": "South Carolina",
-                    "city_or_county": "Charleston",
-                    "address": "William Kennerty Drive",
-                    "n_killed": 1,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/435706",
-                    "source_url": "http://www.postandcourier.com/article/20151023/PC16/151029665",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 1.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Shot - Dead (murder, accidental, suicide)||Domestic Violence",
-                    "latitude": 32.8128,
-                    "location_description": "Moss Creek Apartments",
-                    "longitude": -80.0265,
-                    "n_guns_involved": null,
-                    "notes": null,
-                    "participant_age": "0::22||1::20",
-                    "participant_age_group": "0::Adult 18+||1::Adult 18+",
-                    "participant_gender": "0::Male||1::Female",
-                    "participant_name": "0::Parrish Quantize Greene||1::Teonna Cooper",
-                    "participant_relationship": "1::Significant others - current or former",
-                    "participant_status": "0::Killed||1::Unharmed",
-                    "participant_type": "0::Victim||1::Subject-Suspect",
-                    "sources": "http://www.postandcourier.com/article/20151023/PC16/151029665",
-                    "state_house_district": 114.0,
-                    "state_senate_district": 41.0
-                }
-            },
-            {
-                "scenario_id": "189",
-                "features": {
-                    "incident_id": 983062,
-                    "date": "2017-11-07",
-                    "state": "District of Columbia",
-                    "city_or_county": "Washington",
-                    "address": "1300 block of Rittenhouse St",
-                    "n_killed": 1,
-                    "n_injured": 1,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/983062",
-                    "source_url": "https://www.washingtonpost.com/local/public-safety/police-arrest-second-suspect-in-killing-of-teenager-on-rittenhouse-street/2017/12/01/4ba9c9ee-d692-11e7-a986-d0a9770d9a3e_story.html?utm_term=.e620d8836434",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": null,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Shot - Wounded/Injured||Shot - Dead (murder, accidental, suicide)||Drive-by (car to street, car to car)",
-                    "latitude": 38.9654,
-                    "location_description": null,
-                    "longitude": -77.0297,
-                    "n_guns_involved": 1.0,
-                    "notes": "Approx 8pm, lookout for red Mustang",
-                    "participant_age": "0::16||2::20||3::17",
-                    "participant_age_group": "0::Teen 12-17||1::Adult 18+||2::Adult 18+||3::Teen 12-17",
-                    "participant_gender": "0::Male||1::Male||2::Male||3::Male",
-                    "participant_name": "0::Yoselis Regino Barrios||2::Kevin Sorto||3::Victor Hernandez",
-                    "participant_relationship": null,
-                    "participant_status": "0::Killed||1::Injured||2::Unharmed, Arrested||3::Unharmed, Arrested",
-                    "participant_type": "0::Victim||1::Victim||2::Subject-Suspect||3::Subject-Suspect",
-                    "sources": "https://twitter.com/DCPoliceDept/status/928074129080836096||https://www.washingtonpost.com/local/public-safety/man-is-gravely-wounded-in-double-shooting-in-the-district/2017/11/07/28de3670-c42c-11e7-afe9-4f60b5a6c4a0_story.html?utm_term=.906b4dc763c2||https://www.washingtonpost.com/local/public-safety/man-killed-another-wounded-in-drive-by-shooting-in-northwest-washington/2017/11/08/af546f8e-c47d-11e7-aae0-cb18a8c29c65_story.html?utm_term=.81971a2fdb7f||https://www.washingtonpost.com/local/public-safety/police-arrest-20-year-old-man-for-killing-district-teen/2017/11/22/1e825e40-cfe4-11e7-a1a3-0d1e45a6de3d_story.html?utm_term=.c1d47de9ddc6||http://wjla.com/news/local/wanted-dc-police-search-for-second-suspect-in-nw-homicide||https://www.washingtonpost.com/local/public-safety/police-arrest-second-suspect-in-killing-of-teenager-on-rittenhouse-street/2017/12/01/4ba9c9ee-d692-11e7-a986-d0a9770d9a3e_story.html?utm_term=.e620d8836434",
-                    "state_house_district": null,
-                    "state_senate_district": null
-                }
-            },
-            {
-                "scenario_id": "190",
-                "features": {
-                    "incident_id": 218138,
-                    "date": "2014-11-09",
-                    "state": "Texas",
-                    "city_or_county": "Irving",
-                    "address": "Airport Freeway",
-                    "n_killed": 1,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/218138",
-                    "source_url": "http://www.nbcdfw.com/news/local/Irving-Police-Kill-Man-in-Hotel-Parking-Lot-282095011.html",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 24.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Shot - Dead (murder, accidental, suicide)||Officer Involved Incident||Officer Involved Shooting - subject/suspect/perpetrator killed",
-                    "latitude": 32.8371,
-                    "location_description": null,
-                    "longitude": -96.9683,
-                    "n_guns_involved": null,
-                    "notes": "perp rammed a van and police shot him; Irving police investigating",
-                    "participant_age": "0::38",
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Male",
-                    "participant_name": "0::Ashif Anwar",
-                    "participant_relationship": null,
-                    "participant_status": "0::Killed",
-                    "participant_type": "0::Subject-Suspect",
-                    "sources": "http://www.ksat.com/content/pns/ksat/news/2014/11/10/tx-police-shooting-irving.html||http://dfw.cbslocal.com/2014/11/10/irving-police-shoot-kill-man-wanted-on-felony-warrants/||http://www.nbcdfw.com/news/local/Irving-Police-Kill-Man-in-Hotel-Parking-Lot-282095011.html",
-                    "state_house_district": 105.0,
-                    "state_senate_district": 16.0
-                }
-            },
-            {
-                "scenario_id": "200",
-                "features": {
-                    "incident_id": 158453,
-                    "date": "2014-06-30",
-                    "state": "Illinois",
-                    "city_or_county": "Danville",
-                    "address": "1200 block of Marion Street",
-                    "n_killed": 1,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/158453",
-                    "source_url": "http://www.illinoishomepage.net/story/d/story/2-shootings-investigated/32506/AwJGx4dtj0SdIWuaf_ZRhQ",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 15.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Shot - Dead (murder, accidental, suicide)",
-                    "latitude": 40.1097,
-                    "location_description": null,
-                    "longitude": -87.6066,
-                    "n_guns_involved": null,
-                    "notes": "1mvk leg",
-                    "participant_age": "0::30",
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Male",
-                    "participant_name": "0::Calvin Cowen",
-                    "participant_relationship": null,
-                    "participant_status": "0::Killed",
-                    "participant_type": "0::Victim",
-                    "sources": "http://www.illinoishomepage.net/story/d/story/2-shootings-investigated/32506/AwJGx4dtj0SdIWuaf_ZRhQ",
-                    "state_house_district": 104.0,
-                    "state_senate_district": 52.0
-                }
-            }
-        ],
-        "target_column": "n_killed",
-        "task_sub_type": "regression",
-        "ranking_ground_truth": {
-            "top_k_ids": [
-                "002",
-                "003",
-                "004",
-                "006",
-                "007",
-                "008",
-                "009",
-                "013",
-                "014",
-                "015",
-                "017",
-                "018",
-                "020",
-                "021",
-                "022"
-            ]
-        },
-        "sort_direction": "high"
-    },
-    "response": "",
-    "evaluation_score": {}
-}
\ No newline at end of file
+    "sort_direction": "low"
+  },
+  "response": "",
+  "evaluation_score": {}
+}
diff --git a/ranking_and_filtering/daily/regression/Gun_Violence_Data_B4/Gun_Violence_Data_B4_005/Gun_Violence_Data_B4_005_current.json b/ranking_and_filtering/daily/regression/Gun_Violence_Data_B4/Gun_Violence_Data_B4_005/Gun_Violence_Data_B4_005_current.json
index 2148f679e009bedf6183cc0bc40e4599d712c43a..27f456fd11ee7f0dbd73dc831539e875ff5e6572 100644
--- a/ranking_and_filtering/daily/regression/Gun_Violence_Data_B4/Gun_Violence_Data_B4_005/Gun_Violence_Data_B4_005_current.json
+++ b/ranking_and_filtering/daily/regression/Gun_Violence_Data_B4/Gun_Violence_Data_B4_005/Gun_Violence_Data_B4_005_current.json
@@ -1,6599 +1,6599 @@
 {
-    "id": "005",
-    "task_type": "B4",
-    "subtask_type": "filter",
-    "perspective": "data_holder",
-    "dataset_name": "Gun Violence Data",
-    "table_path": "output/Gun Violence Data_B4/Gun Violence Data_B4_005/test.csv",
-    "query": "Our legislative team is drafting targeted policy for state senate district 15. Using the historical logs I provided, can you identify the 3 upcoming incidents within that district in the current batch you project will have the lowest number of fatalities? We need to understand the baseline for successful interventions.",
-    "meta_info": {
-        "domain": "daily"
+  "id": "005",
+  "task_type": "B4",
+  "subtask_type": "filter",
+  "perspective": "data_holder",
+  "dataset_name": "Gun Violence Data",
+  "table_path": "output/Gun Violence Data_B4/Gun Violence Data_B4_005/test.csv",
+  "query": "Our legislative team is drafting targeted policy for state senate district 15. Using the historical logs I provided, can you identify the 3 upcoming incidents within that district in the current batch you project will have the lowest number of fatalities? We need to understand the baseline for successful interventions.",
+  "meta_info": {
+    "domain": "daily"
+  },
+  "final_decision": {},
+  "what_if": {},
+  "ground_truth": {
+    "extracted_features": [
+      {
+        "scenario_id": "001",
+        "features": {
+          "incident_id": 136154,
+          "date": "2014-05-18",
+          "state": "South Carolina",
+          "city_or_county": "Columbia",
+          "address": "7400 block of Garners Ferry Road",
+          "n_killed": 1,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/136154",
+          "source_url": "http://www.wistv.com/story/25547556/columbia-police-investigating-second-homicide-in-two-weeks",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 2.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Shot - Dead (murder, accidental, suicide)||Accidental Shooting||Accidental/Negligent Discharge",
+          "latitude": 33.9693,
+          "location_description": null,
+          "longitude": -80.9464,
+          "n_guns_involved": null,
+          "notes": null,
+          "participant_age": "1::19",
+          "participant_age_group": "0::Adult 18+||1::Adult 18+",
+          "participant_gender": "0::Male||1::Male",
+          "participant_name": "1::Nicholas Reed Moses",
+          "participant_relationship": null,
+          "participant_status": "0::Killed||1::Unharmed",
+          "participant_type": "0::Victim||1::Subject-Suspect",
+          "sources": "http://www.wistv.com/story/25547556/columbia-police-investigating-second-homicide-in-two-weeks",
+          "state_house_district": 70.0,
+          "state_senate_district": 21.0
+        }
+      },
+      {
+        "scenario_id": "002",
+        "features": {
+          "incident_id": 894730,
+          "date": "2017-07-19",
+          "state": "Illinois",
+          "city_or_county": "Chicago",
+          "address": "5300 block of S Winchester",
+          "n_killed": 0,
+          "n_injured": 1,
+          "incident_url": "http://www.gunviolencearchive.org/incident/894730",
+          "source_url": "http://chicago.suntimes.com/news/17-year-old-boy-shot-in-back-of-the-yards-2/",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 7.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Shot - Wounded/Injured",
+          "latitude": 41.7975,
+          "location_description": "Back of the Yards neighborhood",
+          "longitude": -87.6735,
+          "n_guns_involved": 1.0,
+          "notes": "1 of 2 walk-up attackers fires on teen; leg, stable;",
+          "participant_age": "0::17",
+          "participant_age_group": "0::Teen 12-17",
+          "participant_gender": "0::Male||1::Male",
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": "0::Injured||1::Unharmed",
+          "participant_type": "0::Victim||1::Subject-Suspect",
+          "sources": "http://chicago.suntimes.com/news/17-year-old-boy-shot-in-back-of-the-yards-2/",
+          "state_house_district": 6.0,
+          "state_senate_district": 3.0
+        }
+      },
+      {
+        "scenario_id": "003",
+        "features": {
+          "incident_id": 995340,
+          "date": "2017-11-24",
+          "state": "Tennessee",
+          "city_or_county": "Chattanooga (East Ridge)",
+          "address": "Edwin Ln",
+          "n_killed": 0,
+          "n_injured": 1,
+          "incident_url": "http://www.gunviolencearchive.org/incident/995340",
+          "source_url": "http://www.wrcbtv.com/story/36923104/east-ridge-shooting-suspect-at-large",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 3.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Shot - Wounded/Injured",
+          "latitude": 34.9999,
+          "location_description": null,
+          "longitude": -85.2628,
+          "n_guns_involved": 1.0,
+          "notes": "one shot",
+          "participant_age": null,
+          "participant_age_group": null,
+          "participant_gender": null,
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": "0::Injured",
+          "participant_type": "0::Victim",
+          "sources": "http://www.wrcbtv.com/story/36923104/east-ridge-shooting-suspect-at-large",
+          "state_house_district": 30.0,
+          "state_senate_district": 10.0
+        }
+      },
+      {
+        "scenario_id": "004",
+        "features": {
+          "incident_id": 812123,
+          "date": "2017-03-30",
+          "state": "Texas",
+          "city_or_county": "Lubbock",
+          "address": "1700 block of Ave R",
+          "n_killed": 0,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/812123",
+          "source_url": "http://www.kcbd.com/story/35059618/large-quantity-of-meth-and-illegal-firearms-discovered-at-two-lubbock-homes",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 19.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Non-Shooting Incident||Drug involvement||ATF/LE Confiscation/Raid/Arrest||Possession (gun(s) found during commission of other crimes)||Possession of gun by felon or prohibited person",
+          "latitude": 33.5597,
+          "location_description": null,
+          "longitude": -101.856,
+          "n_guns_involved": 1.0,
+          "notes": "Drug involvement. Many illegal firearms found. Drugs and guns also found at 5300 block of 31st St. in Lubbock, TX on Mar. 30, 2017.",
+          "participant_age": "0::38",
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Male",
+          "participant_name": "0::Daniel Botello",
+          "participant_relationship": null,
+          "participant_status": "0::Unharmed, Arrested",
+          "participant_type": "0::Subject-Suspect",
+          "sources": "http://www.kcbd.com/story/35059618/large-quantity-of-meth-and-illegal-firearms-discovered-at-two-lubbock-homes",
+          "state_house_district": null,
+          "state_senate_district": 28.0
+        }
+      },
+      {
+        "scenario_id": "005",
+        "features": {
+          "incident_id": 943278,
+          "date": "2017-09-26",
+          "state": "Florida",
+          "city_or_county": "Boca Raton",
+          "address": "1400 Block of W Glades Rd",
+          "n_killed": 0,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/943278",
+          "source_url": "http://www.palmbeachpost.com/news/crime--law/south-blotter-police-put-wrinkle-woman-attempt-steal-234-worth-face-cream/YnVkFBW99WewDGXTeo3VjP/",
+          "incident_url_fields_missing": "False",
+          "congressional_district": null,
+          "gun_stolen": "0::Stolen",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Non-Shooting Incident||Gun(s) stolen from owner",
+          "latitude": 26.3659,
+          "location_description": null,
+          "longitude": -80.1123,
+          "n_guns_involved": 1.0,
+          "notes": "unclear date; blotter",
+          "participant_age": null,
+          "participant_age_group": null,
+          "participant_gender": null,
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": null,
+          "participant_type": null,
+          "sources": "http://www.palmbeachpost.com/news/crime--law/south-blotter-police-put-wrinkle-woman-attempt-steal-234-worth-face-cream/YnVkFBW99WewDGXTeo3VjP/",
+          "state_house_district": null,
+          "state_senate_district": null
+        }
+      },
+      {
+        "scenario_id": "006",
+        "features": {
+          "incident_id": 770294,
+          "date": "2017-02-07",
+          "state": "Texas",
+          "city_or_county": "Edna",
+          "address": "200 block of E Church St",
+          "n_killed": 1,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/770294",
+          "source_url": "https://www.victoriaadvocate.com/news/2017/may/26/attorneys-analyze-charges-against-edna-woman/",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 27.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::40 SW",
+          "incident_characteristics": "Shot - Dead (murder, accidental, suicide)||Domestic Violence",
+          "latitude": 28.9774,
+          "location_description": null,
+          "longitude": -96.6437,
+          "n_guns_involved": 1.0,
+          "notes": "shot boyfriend in chest, self-def claim",
+          "participant_age": "0::33||1::35",
+          "participant_age_group": "0::Adult 18+||1::Adult 18+",
+          "participant_gender": "0::Male||1::Female",
+          "participant_name": "0::Jarrett Parker||1::Amber Nicole Sorensen",
+          "participant_relationship": "1::Significant others - current or former",
+          "participant_status": "0::Killed||1::Unharmed, Arrested",
+          "participant_type": "0::Victim||1::Subject-Suspect",
+          "sources": "http://www.crossroadstoday.com/story/34450748/edna-pd-edna-man-shot-and-killed-by-girlfriend||https://www.victoriaadvocate.com/news/2017/may/26/attorneys-analyze-charges-against-edna-woman/",
+          "state_house_district": null,
+          "state_senate_district": 18.0
+        }
+      },
+      {
+        "scenario_id": "007",
+        "features": {
+          "incident_id": 574315,
+          "date": "2016-06-07",
+          "state": "Texas",
+          "city_or_county": "Richmond",
+          "address": "800 block of Maiden Lane",
+          "n_killed": 1,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/574315",
+          "source_url": "http://www.khou.com/news/crime/1-dead-another-arrested-in-fatal-shooting-in-richmond/235578672",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 22.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::223 Rem [AR-15]",
+          "incident_characteristics": "Shot - Dead (murder, accidental, suicide)",
+          "latitude": 29.5852,
+          "location_description": null,
+          "longitude": -95.7673,
+          "n_guns_involved": 1.0,
+          "notes": "1 killed.",
+          "participant_age": "1::25",
+          "participant_age_group": "0::Adult 18+||1::Adult 18+",
+          "participant_gender": "0::Male||1::Male",
+          "participant_name": "1::Travion Depaul Fountain",
+          "participant_relationship": null,
+          "participant_status": "0::Killed||1::Unharmed, Arrested",
+          "participant_type": "0::Victim||1::Subject-Suspect",
+          "sources": "http://thepolicenews.net/default.aspx?act=Newsletter.aspx&category=News+1-2&newsletterid=61382&menugroup=Home||http://www.khou.com/news/crime/1-dead-another-arrested-in-fatal-shooting-in-richmond/235578672",
+          "state_house_district": 85.0,
+          "state_senate_district": 18.0
+        }
+      },
+      {
+        "scenario_id": "008",
+        "features": {
+          "incident_id": 1041154,
+          "date": "2018-01-13",
+          "state": "District of Columbia",
+          "city_or_county": "Washington",
+          "address": "4700 block of S Capitol St SE",
+          "n_killed": 0,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/1041154",
+          "source_url": "https://mpdc.dc.gov/release/suspect-sought-armed-carjacking-gun-offense-4700-block-south-capitol-street-southeast",
+          "incident_url_fields_missing": "False",
+          "congressional_district": null,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Non-Shooting Incident||Car-jacking||Brandishing/flourishing/open carry/lost/found",
+          "latitude": 38.8218,
+          "location_description": null,
+          "longitude": -77.0012,
+          "n_guns_involved": 1.0,
+          "notes": null,
+          "participant_age": null,
+          "participant_age_group": null,
+          "participant_gender": "0::Male",
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": "0::Unharmed",
+          "participant_type": "0::Subject-Suspect",
+          "sources": "https://mpdc.dc.gov/release/suspect-sought-armed-carjacking-gun-offense-4700-block-south-capitol-street-southeast",
+          "state_house_district": null,
+          "state_senate_district": null
+        }
+      },
+      {
+        "scenario_id": "009",
+        "features": {
+          "incident_id": 165402,
+          "date": "2014-01-17",
+          "state": "Texas",
+          "city_or_county": "Corpus Christi",
+          "address": "802 Barry St.",
+          "n_killed": 0,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/165402",
+          "source_url": "http://ccpdblotter.com/2014/01/17/patrol-report-january-17-2014/",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 27.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Armed robbery with injury/death and/or evidence of DGU found",
+          "latitude": 27.7297,
+          "location_description": null,
+          "longitude": -97.3786,
+          "n_guns_involved": null,
+          "notes": "ar, Corpus Christi police investigating",
+          "participant_age": "0::21",
+          "participant_age_group": "0::Adult 18+||1::Adult 18+||2::Adult 18+",
+          "participant_gender": "0::Female||1::Male||2::Male",
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": "0::Unharmed||1::Unharmed||2::Unharmed",
+          "participant_type": "0::Victim||1::Subject-Suspect||2::Subject-Suspect",
+          "sources": "http://ccpdblotter.com/2014/01/17/patrol-report-january-17-2014/",
+          "state_house_district": 34.0,
+          "state_senate_district": 20.0
+        }
+      },
+      {
+        "scenario_id": "010",
+        "features": {
+          "incident_id": 194534,
+          "date": "2014-09-20",
+          "state": "Louisiana",
+          "city_or_county": "New Orleans",
+          "address": "7200 block of Lake Willow Drive ",
+          "n_killed": 0,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/194534",
+          "source_url": "http://www.nola.com/crime/index.ssf/2014/09/2_women_robbed_at_gunpoint_in.html#incart_river",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 2.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Armed robbery with injury/death and/or evidence of DGU found",
+          "latitude": 30.0326,
+          "location_description": null,
+          "longitude": -90.0013,
+          "n_guns_involved": null,
+          "notes": "2 women robbed at gunpoint",
+          "participant_age": "0::29||1::30",
+          "participant_age_group": "0::Adult 18+||1::Adult 18+||2::Adult 18+",
+          "participant_gender": "0::Female||1::Female||2::Male",
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": "0::Unharmed||1::Unharmed||2::Unharmed",
+          "participant_type": "0::Victim||1::Victim||2::Subject-Suspect",
+          "sources": "http://www.nola.com/crime/index.ssf/2014/09/2_women_robbed_at_gunpoint_in.html#incart_river",
+          "state_house_district": 99.0,
+          "state_senate_district": 4.0
+        }
+      },
+      {
+        "scenario_id": "011",
+        "features": {
+          "incident_id": 804280,
+          "date": "2017-03-27",
+          "state": "South Carolina",
+          "city_or_county": "Anderson",
+          "address": "Cloverhill Drive",
+          "n_killed": 1,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/804280",
+          "source_url": "http://www.live5news.com/story/35005647/coroner-responding-to-anderson-co-shooting",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 3.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Shot - Dead (murder, accidental, suicide)||Domestic Violence",
+          "latitude": 34.447,
+          "location_description": null,
+          "longitude": -82.6299,
+          "n_guns_involved": 1.0,
+          "notes": null,
+          "participant_age": "0::23",
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Male||1::Female",
+          "participant_name": "0::Otto Thomas Mahsetky Jr.",
+          "participant_relationship": "1::Family",
+          "participant_status": "0::Killed",
+          "participant_type": "0::Victim||1::Subject-Suspect",
+          "sources": "http://www.wtvm.com/story/35005647/coroner-responding-to-anderson-co-shooting||http://www.live5news.com/story/35005647/coroner-responding-to-anderson-co-shooting",
+          "state_house_district": 7.0,
+          "state_senate_district": 4.0
+        }
+      },
+      {
+        "scenario_id": "012",
+        "features": {
+          "incident_id": 138536,
+          "date": "2014-05-24",
+          "state": "Illinois",
+          "city_or_county": "Chicago",
+          "address": "500 North Laramie Avenue",
+          "n_killed": 0,
+          "n_injured": 2,
+          "incident_url": "http://www.gunviolencearchive.org/incident/138536",
+          "source_url": "http://www.dnainfo.com/chicago/20140525/austin/one-dead-seven-wounded-overnight-shootings",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 7.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Shot - Wounded/Injured||Possession (gun(s) found during commission of other crimes)",
+          "latitude": 41.8894,
+          "location_description": null,
+          "longitude": -87.7555,
+          "n_guns_involved": null,
+          "notes": "2 shot/injured by walk-up gunman.",
+          "participant_age": "0::19||1::20",
+          "participant_age_group": "0::Adult 18+||1::Adult 18+||2::Adult 18+",
+          "participant_gender": "0::Male||1::Male||2::Male",
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": "0::Injured||1::Injured||2::Unharmed",
+          "participant_type": "0::Victim||1::Victim||2::Subject-Suspect",
+          "sources": "http://www.dnainfo.com/chicago/20140525/austin/one-dead-seven-wounded-overnight-shootings",
+          "state_house_district": 8.0,
+          "state_senate_district": 4.0
+        }
+      },
+      {
+        "scenario_id": "013",
+        "features": {
+          "incident_id": 525944,
+          "date": "2016-03-19",
+          "state": "Texas",
+          "city_or_county": "Palestine",
+          "address": "300 block of Anderson County Road 1370",
+          "n_killed": 1,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/525944",
+          "source_url": "http://thepolicenews.net/default.aspx?act=Newsletter.aspx&category=News+1-2&newsletterid=60061&menugroup=Home",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 5.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Rifle",
+          "incident_characteristics": "Shot - Dead (murder, accidental, suicide)||Non-Aggression Incident||Accidental Shooting||Accidental Shooting - Death||Accidental/Negligent Discharge||Child Involved Incident||Child picked up & fired gun",
+          "latitude": 31.7482,
+          "location_description": null,
+          "longitude": -95.6811,
+          "n_guns_involved": 1.0,
+          "notes": "Child picked up a rifle while in the room with an adult relative who was cleaning weapons. The gun discharged through door, fatally struck adult female.",
+          "participant_age": "0::23||1::8",
+          "participant_age_group": "0::Adult 18+||1::Child 0-11",
+          "participant_gender": "0::Female||1::Male",
+          "participant_name": "0::Carmen Danielle Morris",
+          "participant_relationship": "1::Family",
+          "participant_status": "0::Killed||1::Unharmed",
+          "participant_type": "0::Victim||1::Subject-Suspect",
+          "sources": "http://www.palestineherald.com/news/child-accidentally-shoots-relative/article_7fc4acb4-ef97-11e5-b045-b715027a6a24.html||http://www.palestineherald.com/news/year-old-mother-dies-in-accidental-shooting/article_19fc8d50-efc6-11e5-b598-9fcdf6d034bd.html||http://thepolicenews.net/default.aspx?act=Newsletter.aspx&category=News+1-2&newsletterid=60061&menugroup=Home",
+          "state_house_district": 8.0,
+          "state_senate_district": 3.0
+        }
+      },
+      {
+        "scenario_id": "014",
+        "features": {
+          "incident_id": 800576,
+          "date": "2017-03-22",
+          "state": "Ohio",
+          "city_or_county": "Cincinnati (Lockland)",
+          "address": "619 W Wyoming Ave",
+          "n_killed": 1,
+          "n_injured": 1,
+          "incident_url": "http://www.gunviolencearchive.org/incident/800576",
+          "source_url": "http://local12.com/news/local/investigators-arrest-lockland-murder-suspect-in-mississippi",
+          "incident_url_fields_missing": "False",
+          "congressional_district": null,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Shot - Wounded/Injured||Shot - Dead (murder, accidental, suicide)",
+          "latitude": 39.2269,
+          "location_description": null,
+          "longitude": -84.4619,
+          "n_guns_involved": 1.0,
+          "notes": "Man killed, 2nd victim wounded; 2 men being questioned; dead man's best friend killed at same address in 2014; Myles arrested in MS 3/19/18",
+          "participant_age": "0::33||1::22",
+          "participant_age_group": "0::Adult 18+||1::Adult 18+||2::Adult 18+||3::Adult 18+",
+          "participant_gender": "0::Male||1::Male||2::Male||3::Male",
+          "participant_name": "0::Ricky Julius Peeper||1::Tony Rembert Jr.||2::Gerry Myles",
+          "participant_relationship": null,
+          "participant_status": "0::Killed||1::Injured||2::Unharmed, Arrested||3::Unharmed",
+          "participant_type": "0::Victim||1::Victim||2::Subject-Suspect||3::Subject-Suspect",
+          "sources": "http://www.wlwt.com/article/police-respond-to-reports-of-2-shot-in-lockland/9170182||http://www.fox19.com/story/34975947/police-respond-to-lockland-shooting||http://www.wlwt.com/article/police-respond-to-reports-of-2-shot-in-lockland/9170182||http://www.wcpo.com/news/crime/pd-double-shooting-in-lockland-kills-man-injures-another||http://local12.com/news/local/investigators-arrest-lockland-murder-suspect-in-mississippi",
+          "state_house_district": null,
+          "state_senate_district": null
+        }
+      },
+      {
+        "scenario_id": "015",
+        "features": {
+          "incident_id": 376789,
+          "date": "2015-07-17",
+          "state": "Massachusetts",
+          "city_or_county": "Boston",
+          "address": "Normandy and Stanwood Street",
+          "n_killed": 0,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/376789",
+          "source_url": "http://bpdnews.com/news/2015/7/18/one-less-gun-officers-recover-loaded-firearm-from-suspect-during-search-warrant-in-roxbury",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 7.0,
+          "gun_stolen": "0::Stolen",
+          "gun_type": "0::9mm",
+          "incident_characteristics": "Non-Shooting Incident||Drug involvement||ATF/LE Confiscation/Raid/Arrest||Possession (gun(s) found during commission of other crimes)||Stolen/Illegally owned gun{s} recovered during arrest/warrant",
+          "latitude": 42.3093,
+          "location_description": null,
+          "longitude": -71.0803,
+          "n_guns_involved": 1.0,
+          "notes": "Roxbury, drugs and S&W M9 9mm stolen in 2013",
+          "participant_age": "0::24",
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Male",
+          "participant_name": "0::Christopher Bonaventure",
+          "participant_relationship": null,
+          "participant_status": "0::Unharmed, Arrested",
+          "participant_type": "0::Subject-Suspect",
+          "sources": "http://bpdnews.com/news/2015/7/18/one-less-gun-officers-recover-loaded-firearm-from-suspect-during-search-warrant-in-roxbury",
+          "state_house_district": null,
+          "state_senate_district": null
+        }
+      },
+      {
+        "scenario_id": "016",
+        "features": {
+          "incident_id": 1053532,
+          "date": "2018-01-13",
+          "state": "Colorado",
+          "city_or_county": "Grand Junction",
+          "address": "400 block of Chatfield Ln",
+          "n_killed": 0,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/1053532",
+          "source_url": "https://www.gjsentinel.com/news/blotter/blotter-feb/article_eeaffd78-1479-11e8-a373-10604b9f6eda.html",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 3.0,
+          "gun_stolen": "0::Stolen||1::Stolen",
+          "gun_type": "0::Unknown||1::223 Rem [AR-15]",
+          "incident_characteristics": "Non-Shooting Incident||Unlawful purchase/sale||Gun(s) stolen from owner||Stolen/Illegally owned gun{s} recovered during arrest/warrant||Assault weapon (AR-15, AK-47, and ALL variants defined by law enforcement)",
+          "latitude": 39.0706,
+          "location_description": null,
+          "longitude": -108.466,
+          "n_guns_involved": 2.0,
+          "notes": "Guns stolen from vehicle; gun illegally sold; original owner recovered rifle.",
+          "participant_age": "0::19",
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Male",
+          "participant_name": "0::Michael Alexander Stewart",
+          "participant_relationship": null,
+          "participant_status": "0::Unharmed, Arrested",
+          "participant_type": "0::Subject-Suspect",
+          "sources": "https://www.gjsentinel.com/news/blotter/blotter-feb/article_eeaffd78-1479-11e8-a373-10604b9f6eda.html",
+          "state_house_district": 55.0,
+          "state_senate_district": 7.0
+        }
+      },
+      {
+        "scenario_id": "017",
+        "features": {
+          "incident_id": 710315,
+          "date": "2016-11-23",
+          "state": "New York",
+          "city_or_county": "Brooklyn",
+          "address": "Williams Avenue",
+          "n_killed": 0,
+          "n_injured": 1,
+          "incident_url": "http://www.gunviolencearchive.org/incident/710315",
+          "source_url": "http://www.nydailynews.com/new-york/nyc-crime/man-shot-dead-bronx-wounded-brooklyn-article-1.2886178",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 8.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Shot - Wounded/Injured",
+          "latitude": 40.6627,
+          "location_description": "East New York",
+          "longitude": -73.8974,
+          "n_guns_involved": 1.0,
+          "notes": "near Livonia Ave, shot in ankle",
+          "participant_age": "0::19",
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Male",
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": "0::Injured",
+          "participant_type": "0::Victim",
+          "sources": "http://www.nydailynews.com/new-york/nyc-crime/man-shot-dead-bronx-wounded-brooklyn-article-1.2886178",
+          "state_house_district": 60.0,
+          "state_senate_district": 19.0
+        }
+      },
+      {
+        "scenario_id": "019",
+        "features": {
+          "incident_id": 724991,
+          "date": "2016-12-12",
+          "state": "California",
+          "city_or_county": "Ventura",
+          "address": "500 E Harbor Blvd",
+          "n_killed": 0,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/724991",
+          "source_url": "http://www.vcstar.com/story/news/local/communities/ventura/2016/12/13/homeless-man-arrested-after-shots-fired-ventura/95365066/",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 24.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Shots Fired - No Injuries",
+          "latitude": 34.2765,
+          "location_description": null,
+          "longitude": -119.291,
+          "n_guns_involved": 1.0,
+          "notes": "34.276899, -119.293099",
+          "participant_age": "0::45",
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Male",
+          "participant_name": "0::John Eldridge",
+          "participant_relationship": null,
+          "participant_status": "0::Unharmed, Arrested",
+          "participant_type": "0::Subject-Suspect",
+          "sources": "http://www.vcstar.com/story/news/local/communities/ventura/2016/12/13/homeless-man-arrested-after-shots-fired-ventura/95365066/",
+          "state_house_district": 37.0,
+          "state_senate_district": 19.0
+        }
+      },
+      {
+        "scenario_id": "020",
+        "features": {
+          "incident_id": 648515,
+          "date": "2016-08-31",
+          "state": "Tennessee",
+          "city_or_county": "Athens",
+          "address": "Cook Drive",
+          "n_killed": 0,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/648515",
+          "source_url": "http://www.dailypostathenian.com/news/article_96395653-1c82-55c4-8c8b-2b65a3d16e7c.html",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 3.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Shots Fired - No Injuries",
+          "latitude": 35.4434,
+          "location_description": "Cook Park",
+          "longitude": -84.6022,
+          "n_guns_involved": 1.0,
+          "notes": "shots fired",
+          "participant_age": null,
+          "participant_age_group": null,
+          "participant_gender": null,
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": "0::Unharmed, Arrested||1::Unharmed, Arrested",
+          "participant_type": "0::Subject-Suspect||1::Subject-Suspect",
+          "sources": "http://www.dailypostathenian.com/news/article_96395653-1c82-55c4-8c8b-2b65a3d16e7c.html",
+          "state_house_district": 23.0,
+          "state_senate_district": 9.0
+        }
+      },
+      {
+        "scenario_id": "021",
+        "features": {
+          "incident_id": 179749,
+          "date": "2014-08-21",
+          "state": "Arkansas",
+          "city_or_county": "Yellville",
+          "address": "102 Highway 62 E",
+          "n_killed": 0,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/179749",
+          "source_url": "http://www.ky3.com/news/local/three-arrested-after-armed-robbery-in-marion-county/21048998_27661014",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 3.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Armed robbery with injury/death and/or evidence of DGU found||Possession (gun(s) found during commission of other crimes)||Institution/Group/Business",
+          "latitude": 36.226,
+          "location_description": null,
+          "longitude": -92.6828,
+          "n_guns_involved": null,
+          "notes": null,
+          "participant_age": "1::19||2::19||3::21",
+          "participant_age_group": "1::Adult 18+||2::Adult 18+||3::Adult 18+",
+          "participant_gender": "2::Male",
+          "participant_name": "1::Teal Hampton||2::David Wilson||3::Houston Dunsing",
+          "participant_relationship": null,
+          "participant_status": "1::Unharmed||2::Unharmed||3::Unharmed",
+          "participant_type": "0::Victim||1::Subject-Suspect||2::Subject-Suspect||3::Subject-Suspect",
+          "sources": "http://www.ky3.com/news/local/three-arrested-after-armed-robbery-in-marion-county/21048998_27661014",
+          "state_house_district": 99.0,
+          "state_senate_district": 17.0
+        }
+      },
+      {
+        "scenario_id": "022",
+        "features": {
+          "incident_id": 612782,
+          "date": "2016-07-24",
+          "state": "Virginia",
+          "city_or_county": "Danville",
+          "address": "500 block of Henry Street",
+          "n_killed": 0,
+          "n_injured": 1,
+          "incident_url": "http://www.gunviolencearchive.org/incident/612782",
+          "source_url": "http://www.wdbj7.com/content/news/Danville-man--388177842.html",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 5.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Shot - Wounded/Injured",
+          "latitude": 36.596,
+          "location_description": null,
+          "longitude": -79.392,
+          "n_guns_involved": null,
+          "notes": null,
+          "participant_age": "0::23",
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Male",
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": "0::Injured",
+          "participant_type": "0::Victim",
+          "sources": "http://www.wdbj7.com/content/news/Danville-man--388177842.html",
+          "state_house_district": 14.0,
+          "state_senate_district": 20.0
+        }
+      },
+      {
+        "scenario_id": "023",
+        "features": {
+          "incident_id": 827827,
+          "date": "2017-04-24",
+          "state": "New York",
+          "city_or_county": "Rochester",
+          "address": "Maple Street",
+          "n_killed": 0,
+          "n_injured": 1,
+          "incident_url": "http://www.gunviolencearchive.org/incident/827827",
+          "source_url": "http://www.whec.com/news/man-shot-rochester-west-side/4462291/?cat=565",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 25.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Shot - Wounded/Injured",
+          "latitude": 43.1552,
+          "location_description": null,
+          "longitude": -77.644,
+          "n_guns_involved": 1.0,
+          "notes": null,
+          "participant_age": "0::28",
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Male",
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": "0::Injured",
+          "participant_type": "0::Victim",
+          "sources": "http://www.whec.com/news/man-shot-rochester-west-side/4462291/?cat=565",
+          "state_house_district": 137.0,
+          "state_senate_district": 56.0
+        }
+      },
+      {
+        "scenario_id": "024",
+        "features": {
+          "incident_id": 420052,
+          "date": "2015-09-23",
+          "state": "Indiana",
+          "city_or_county": "Charlestown",
+          "address": "Marshall Drive",
+          "n_killed": 0,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/420052",
+          "source_url": "http://www.newsandtribune.com/news/charlestown-man-in-jail-for-allegedly-test-firing-gun/article_0bfa5bb2-639c-11e5-aad3-ef3a5c645ff0.html",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 9.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Handgun",
+          "incident_characteristics": "Shots Fired - No Injuries||Officer Involved Incident||Officer Involved Incident - Weapon involved but no shots fired||Possession (gun(s) found during commission of other crimes)",
+          "latitude": 38.4464,
+          "location_description": null,
+          "longitude": -85.6716,
+          "n_guns_involved": 1.0,
+          "notes": "Man held w/o bond on charge of firing gun behind home where children lived; gun, magazine recovered",
+          "participant_age": "0::19",
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Male",
+          "participant_name": "0::Diaundre Newby",
+          "participant_relationship": null,
+          "participant_status": "0::Unharmed, Arrested",
+          "participant_type": "0::Subject-Suspect",
+          "sources": "http://www.newsandtribune.com/news/charlestown-man-in-jail-for-allegedly-test-firing-gun/article_0bfa5bb2-639c-11e5-aad3-ef3a5c645ff0.html",
+          "state_house_district": 66.0,
+          "state_senate_district": 45.0
+        }
+      },
+      {
+        "scenario_id": "026",
+        "features": {
+          "incident_id": 942114,
+          "date": "2017-09-25",
+          "state": "Illinois",
+          "city_or_county": "Chicago",
+          "address": "1100 S Troy St",
+          "n_killed": 0,
+          "n_injured": 1,
+          "incident_url": "http://www.gunviolencearchive.org/incident/942114",
+          "source_url": "http://chicago.suntimes.com/news/man-hurt-in-lawndale-shooting-3/",
+          "incident_url_fields_missing": "False",
+          "congressional_district": null,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Shot - Wounded/Injured",
+          "latitude": null,
+          "location_description": "(Lawndale)",
+          "longitude": null,
+          "n_guns_involved": 1.0,
+          "notes": "11:09 Walk-up shooter hits man in parked car, both legs, serious;",
+          "participant_age": "0::32",
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Male||1::Male",
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": "0::Injured||1::Unharmed",
+          "participant_type": "0::Victim||1::Subject-Suspect",
+          "sources": "http://chicago.suntimes.com/news/man-hurt-in-lawndale-shooting-3/",
+          "state_house_district": null,
+          "state_senate_district": null
+        }
+      },
+      {
+        "scenario_id": "027",
+        "features": {
+          "incident_id": 434070,
+          "date": "2015-10-16",
+          "state": "Louisiana",
+          "city_or_county": "Shreveport",
+          "address": "8400 block of Linwood Avenue",
+          "n_killed": 1,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/434070",
+          "source_url": "http://www.ksla.com/story/30309853/services-set-this-week-for-slain-security-guard",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 4.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Shot - Dead (murder, accidental, suicide)||Institution/Group/Business||Officer Involved Incident||Officer Involved Shooting - Officer killed||Armed robbery with injury/death and/or evidence of DGU found",
+          "latitude": 32.4272,
+          "location_description": "Thrifty Liquor",
+          "longitude": -93.7634,
+          "n_guns_involved": null,
+          "notes": "Man enters store where victim was working security and shoots him.",
+          "participant_age": "0::56",
+          "participant_age_group": "0::Adult 18+||1::Adult 18+",
+          "participant_gender": "0::Male||1::Male",
+          "participant_name": "0::Michael Wayne Henry",
+          "participant_relationship": "1::Armed Robbery",
+          "participant_status": "0::Killed||1::Unharmed",
+          "participant_type": "0::Victim||1::Subject-Suspect",
+          "sources": "http://www.ksla.com/story/30309853/services-set-this-week-for-slain-security-guard",
+          "state_house_district": 3.0,
+          "state_senate_district": 39.0
+        }
+      },
+      {
+        "scenario_id": "028",
+        "features": {
+          "incident_id": 141973,
+          "date": "2014-06-01",
+          "state": "Iowa",
+          "city_or_county": "Coalville",
+          "address": "Old Mill Road",
+          "n_killed": 0,
+          "n_injured": 1,
+          "incident_url": "http://www.gunviolencearchive.org/incident/141973",
+          "source_url": "http://www.kcci.com/news/two-men-seriously-injured-after-attempted-robbery/26280058#!TFoVI",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 4.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Shot - Wounded/Injured||Home Invasion||Home Invasion - subject/suspect/perpetrator injured||Defensive Use",
+          "latitude": 42.4452,
+          "location_description": null,
+          "longitude": -94.1258,
+          "n_guns_involved": null,
+          "notes": "hi 1mpi; Victim was stabbed",
+          "participant_age": null,
+          "participant_age_group": "0::Adult 18+||1::Adult 18+",
+          "participant_gender": "0::Male||1::Male",
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": "0::Unharmed||1::Injured",
+          "participant_type": "0::Victim||1::Subject-Suspect",
+          "sources": "http://www.kcci.com/news/two-men-seriously-injured-after-attempted-robbery/26280058#!TSaGt||http://www.kcci.com/news/two-men-seriously-injured-after-attempted-robbery/26280058#!TFoVI",
+          "state_house_district": 48.0,
+          "state_senate_district": 24.0
+        }
+      },
+      {
+        "scenario_id": "029",
+        "features": {
+          "incident_id": 999338,
+          "date": "2017-12-01",
+          "state": "Tennessee",
+          "city_or_county": "Chattanooga",
+          "address": "3900 block of Dodds Ave",
+          "n_killed": 0,
+          "n_injured": 1,
+          "incident_url": "http://www.gunviolencearchive.org/incident/999338",
+          "source_url": "http://www.wrcbtv.com/story/36974869/shooting-victim-shows-up-at-local-hospital-cpd-investigating",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 3.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Shot - Wounded/Injured",
+          "latitude": 34.9974,
+          "location_description": null,
+          "longitude": -85.2832,
+          "n_guns_involved": 1.0,
+          "notes": "person shot showed up at local hospital",
+          "participant_age": null,
+          "participant_age_group": null,
+          "participant_gender": null,
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": "0::Injured",
+          "participant_type": "0::Victim",
+          "sources": "http://www.wrcbtv.com/story/36974869/shooting-victim-shows-up-at-local-hospital-cpd-investigating",
+          "state_house_district": 30.0,
+          "state_senate_district": 10.0
+        }
+      },
+      {
+        "scenario_id": "030",
+        "features": {
+          "incident_id": 587716,
+          "date": "2016-06-24",
+          "state": "Massachusetts",
+          "city_or_county": "Boston",
+          "address": "17 Doone Avenue",
+          "n_killed": 1,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/587716",
+          "source_url": null,
+          "incident_url_fields_missing": "False",
+          "congressional_district": 7.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Shot - Dead (murder, accidental, suicide)||Domestic Violence||Possession of gun by felon or prohibited person",
+          "latitude": 42.2779,
+          "location_description": null,
+          "longitude": -71.0827,
+          "n_guns_involved": 1.0,
+          "notes": "Mattapan, dv, shot multiple times, arrest Sept 2016",
+          "participant_age": "0::43||1::51",
+          "participant_age_group": "0::Adult 18+||1::Adult 18+",
+          "participant_gender": "0::Male||1::Male",
+          "participant_name": "0::Jermaine Good||1::Rogers Jordan",
+          "participant_relationship": null,
+          "participant_status": "0::Killed||1::Unharmed, Arrested",
+          "participant_type": "0::Victim||1::Subject-Suspect",
+          "sources": "http://www.necn.com/news/new-england/Boston-Police-Mattapan-Shooting-384307711.html||http://www.wcvb.com/news/man-shot-in-boston/40211788||http://bpdnews.com/news/2016/7/6/update-victim-identified-in-death-investigation-in-the-area-of-17-doone-ave-mattapan||http://bpdnews.com/news/2016/9/27/update-arrest-made-in-connection-to-death-investigation-in-the-area-of-17-doone-avenue-in-mattapan",
+          "state_house_district": null,
+          "state_senate_district": null
+        }
+      },
+      {
+        "scenario_id": "031",
+        "features": {
+          "incident_id": 674603,
+          "date": "2016-10-12",
+          "state": "Louisiana",
+          "city_or_county": "Harvey",
+          "address": "2200 block of Alex Kornman Boulevard",
+          "n_killed": 1,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/674603",
+          "source_url": "http://www.nola.com/crime/index.ssf/2016/10/caron_white_javon_lacrosse_har.html#incart_most-read_crime_article",
+          "incident_url_fields_missing": "False",
+          "congressional_district": null,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Shot - Dead (murder, accidental, suicide)||Drive-by (car to street, car to car)",
+          "latitude": null,
+          "location_description": null,
+          "longitude": null,
+          "n_guns_involved": 1.0,
+          "notes": "LB1SHOT, Jefferson Parish",
+          "participant_age": "0::22||1::17||2::18||3::20",
+          "participant_age_group": "0::Adult 18+||1::Teen 12-17||2::Adult 18+||3::Adult 18+||4::Adult 18+",
+          "participant_gender": "0::Male||1::Male||2::Male||3::Female||4::Male",
+          "participant_name": "0::Caron White||1::Jyrell Poole||2::Dequincy Batiste||3::Kendra Dupre||4::Javon \"Little Red\" Lacrosse",
+          "participant_relationship": null,
+          "participant_status": "0::Killed||1::Unharmed, Arrested||2::Unharmed, Arrested||3::Unharmed, Arrested||4::Unharmed",
+          "participant_type": "0::Victim||1::Subject-Suspect||2::Subject-Suspect||3::Subject-Suspect||4::Subject-Suspect",
+          "sources": "http://www.nola.com/crime/index.ssf/2016/10/man_shot_in_harvey_2.html#incart_river_index||http://www.nola.com/crime/index.ssf/2016/10/1_man_dead_following_harvey_sh.html||http://www.nola.com/crime/index.ssf/2016/10/victim_identified_in_wednesday.html#incart_river_index||http://www.nola.com/crime/index.ssf/2016/10/caron_white_javon_lacrosse_har.html#incart_most-read_crime_article",
+          "state_house_district": null,
+          "state_senate_district": null
+        }
+      },
+      {
+        "scenario_id": "032",
+        "features": {
+          "incident_id": 427275,
+          "date": "2015-10-07",
+          "state": "District of Columbia",
+          "city_or_county": "Washington",
+          "address": "Martin Luther King Jr. Ave and Malcolm X Ave, SE",
+          "n_killed": 0,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/427275",
+          "source_url": "https://twitter.com/DCPoliceDept/status/651957167206043652",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 1.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Non-Shooting Incident||Car-jacking",
+          "latitude": 38.8451,
+          "location_description": null,
+          "longitude": -76.9974,
+          "n_guns_involved": null,
+          "notes": null,
+          "participant_age": null,
+          "participant_age_group": "0::Adult 18+||1::Adult 18+||2::Adult 18+",
+          "participant_gender": "1::Male||2::Male",
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": "0::Unharmed",
+          "participant_type": "0::Victim||1::Subject-Suspect||2::Subject-Suspect",
+          "sources": "https://twitter.com/DCPoliceDept/status/651957167206043652",
+          "state_house_district": null,
+          "state_senate_district": null
+        }
+      },
+      {
+        "scenario_id": "033",
+        "features": {
+          "incident_id": 110779,
+          "date": "2014-02-28",
+          "state": "Florida",
+          "city_or_county": "Brevard County",
+          "address": null,
+          "n_killed": 1,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/110779",
+          "source_url": "http://www.orlandosentinel.com/news/local/breakingnews/os-armed-man-brevard-courthouse-20140228,0,4008034.story",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 8.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Officer Involved Incident||Officer Involved Shooting - subject/suspect/perpetrator killed",
+          "latitude": 28.2639,
+          "location_description": null,
+          "longitude": -80.7214,
+          "n_guns_involved": null,
+          "notes": null,
+          "participant_age": null,
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Male",
+          "participant_name": "0::Robert Striffler",
+          "participant_relationship": null,
+          "participant_status": "0::Killed",
+          "participant_type": "0::Victim",
+          "sources": "http://www.orlandosentinel.com/news/local/breakingnews/os-armed-man-brevard-courthouse-20140228,0,4008034.story||http://www.orlandosentinel.com/news/local/breakingnews/os-armed-man-brevard-courthouse-20140228,0,4008034.story",
+          "state_house_district": 52.0,
+          "state_senate_district": 16.0
+        }
+      },
+      {
+        "scenario_id": "034",
+        "features": {
+          "incident_id": 599772,
+          "date": "2016-07-07",
+          "state": "Nebraska",
+          "city_or_county": "Lincoln",
+          "address": "2940 N. 14th Street",
+          "n_killed": 1,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/599772",
+          "source_url": "http://www.1011now.com/content/news/Police-expected-to-provide-update-in-Kwik-Shop-Murder-Case--Watch-briefing-live-393541721.html",
+          "incident_url_fields_missing": "False",
+          "congressional_district": null,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Shot - Dead (murder, accidental, suicide)||Institution/Group/Business||Armed robbery with injury/death and/or evidence of DGU found",
+          "latitude": null,
+          "location_description": "Kwik Shop",
+          "longitude": null,
+          "n_guns_involved": 1.0,
+          "notes": null,
+          "participant_age": "0::51||1::18",
+          "participant_age_group": "0::Adult 18+||1::Adult 18+",
+          "participant_gender": "0::Male||1::Male",
+          "participant_name": "0::Robert L. Hanna||1::Rodzela J. Jones",
+          "participant_relationship": "1::Armed Robbery",
+          "participant_status": "0::Killed||1::Unharmed",
+          "participant_type": "0::Victim||1::Subject-Suspect",
+          "sources": "http://journalstar.com/news/local/911/shooting-victim-was-a-big-brother-to-many-family-says/article_b620c951-d912-553d-af1d-6d6e764fcfcd.html||http://www.ketv.com/news/police-clerk-shot-killed-during-lincoln-robbery/40397006||http://www.1011now.com/content/news/Police-expected-to-provide-update-in-Kwik-Shop-Murder-Case--Watch-briefing-live-393541721.html",
+          "state_house_district": null,
+          "state_senate_district": null
+        }
+      },
+      {
+        "scenario_id": "035",
+        "features": {
+          "incident_id": 587635,
+          "date": "2016-06-23",
+          "state": "Pennsylvania",
+          "city_or_county": "Uniontown",
+          "address": "Millview Street",
+          "n_killed": 2,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/587635",
+          "source_url": "http://pittsburgh.cbslocal.com/2016/06/24/men-killed-in-uniontown-shooting-identified/",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 9.0,
+          "gun_stolen": "0::Unknown||1::Unknown",
+          "gun_type": "0::Handgun||1::Handgun",
+          "incident_characteristics": "Shot - Dead (murder, accidental, suicide)",
+          "latitude": 39.9062,
+          "location_description": null,
+          "longitude": -79.7192,
+          "n_guns_involved": 2.0,
+          "notes": "poss multiple perps, 2 handguns recover",
+          "participant_age": "0::37||1::25",
+          "participant_age_group": "0::Adult 18+||1::Adult 18+||2::Adult 18+",
+          "participant_gender": "0::Male||1::Male||2::Male",
+          "participant_name": "0::Corey Johnson||1::Meshach \"Shack\" Punter",
+          "participant_relationship": null,
+          "participant_status": "0::Killed||1::Killed||2::Unharmed",
+          "participant_type": "0::Victim||1::Victim||2::Subject-Suspect",
+          "sources": "http://pittsburgh.cbslocal.com/2016/06/24/men-killed-in-uniontown-shooting-identified/",
+          "state_house_district": null,
+          "state_senate_district": null
+        }
+      },
+      {
+        "scenario_id": "036",
+        "features": {
+          "incident_id": 163683,
+          "date": "2014-07-24",
+          "state": "Florida",
+          "city_or_county": "Tampa",
+          "address": "Hanley Road and Jackson Springs Road",
+          "n_killed": 0,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/163683",
+          "source_url": "http://tbo.com/news/crime/deputies-seeking-suspects-in-armed-robbery-on-tampa-street-20140724/",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 14.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Armed robbery with injury/death and/or evidence of DGU found",
+          "latitude": 28.0074,
+          "location_description": null,
+          "longitude": -82.5626,
+          "n_guns_involved": null,
+          "notes": "Armed men robbed multiple people at gunpoint",
+          "participant_age": null,
+          "participant_age_group": "0::Adult 18+||1::Adult 18+",
+          "participant_gender": "0::Male||1::Male",
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": "0::Unharmed||1::Unharmed",
+          "participant_type": "0::Subject-Suspect||1::Subject-Suspect",
+          "sources": "http://tbo.com/news/crime/deputies-seeking-suspects-in-armed-robbery-on-tampa-street-20140724/||http://tbo.com/news/crime/deputies-seeking-suspects-in-armed-robbery-on-tampa-street-20140724/",
+          "state_house_district": 62.0,
+          "state_senate_district": 19.0
+        }
+      },
+      {
+        "scenario_id": "037",
+        "features": {
+          "incident_id": 178777,
+          "date": "2014-05-11",
+          "state": "Ohio",
+          "city_or_county": "Geneva",
+          "address": "OH-307 and Barnum Rd",
+          "n_killed": 1,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/178777",
+          "source_url": "http://www.starbeacon.com/news/man-gets-years-in-fatal-shooting/article_b8271960-a67e-11e4-9dcf-2f1a53602b05.html",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 14.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Shot - Dead (murder, accidental, suicide)",
+          "latitude": 41.7631,
+          "location_description": null,
+          "longitude": -80.9215,
+          "n_guns_involved": 1.0,
+          "notes": "Man found shot, killed in ditch. Suspect in custody.",
+          "participant_age": "0::43||1::62",
+          "participant_age_group": "0::Adult 18+||1::Adult 18+",
+          "participant_gender": "0::Male||1::Male",
+          "participant_name": "0::Eugene A. Cray||1::Gertis J. Perry",
+          "participant_relationship": null,
+          "participant_status": "0::Killed||1::Unharmed",
+          "participant_type": "0::Victim||1::Subject-Suspect",
+          "sources": "http://www.cleveland19.com/story/25503626/body-found-in-ashtabula-county-ditch-has-been-identified||http://www.starbeacon.com/news/man-gets-years-in-fatal-shooting/article_b8271960-a67e-11e4-9dcf-2f1a53602b05.html",
+          "state_house_district": 99.0,
+          "state_senate_district": 32.0
+        }
+      },
+      {
+        "scenario_id": "038",
+        "features": {
+          "incident_id": 552698,
+          "date": "2016-05-03",
+          "state": "Pennsylvania",
+          "city_or_county": "Philadelphia",
+          "address": "1300 block of Rush Street",
+          "n_killed": 0,
+          "n_injured": 2,
+          "incident_url": "http://www.gunviolencearchive.org/incident/552698",
+          "source_url": "http://6abc.com/news/police-cousins-were-selling-drugs-when-shot-in-north-philly/1319791/",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 2.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Shot - Wounded/Injured||Drug involvement",
+          "latitude": 39.9956,
+          "location_description": null,
+          "longitude": -75.1521,
+          "n_guns_involved": null,
+          "notes": "It is believed that the 2 cousins were selling drugs when shot.",
+          "participant_age": "0::16||1::20",
+          "participant_age_group": "0::Teen 12-17||1::Adult 18+",
+          "participant_gender": "0::Male||1::Female",
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": "0::Injured||1::Injured",
+          "participant_type": "0::Victim||1::Victim",
+          "sources": "http://6abc.com/news/police-cousins-were-selling-drugs-when-shot-in-north-philly/1319791/",
+          "state_house_district": null,
+          "state_senate_district": null
+        }
+      },
+      {
+        "scenario_id": "039",
+        "features": {
+          "incident_id": 1028728,
+          "date": "2018-01-16",
+          "state": "Missouri",
+          "city_or_county": "Springfield",
+          "address": "S Missouri Ave and W Elm St",
+          "n_killed": 0,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/1028728",
+          "source_url": "http://www.ky3.com/content/news/Attempted-burglary--469500093.html",
+          "incident_url_fields_missing": "False",
+          "congressional_district": null,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Shots Fired - No Injuries||Defensive Use||Defensive Use - Victim stops crime||Defensive Use - Stand Your Ground/Castle Doctrine established||Defensive Use - Shots fired, no injury/death",
+          "latitude": 37.2052,
+          "location_description": null,
+          "longitude": -93.302,
+          "n_guns_involved": 1.0,
+          "notes": "Defensive shots fired during burglary.",
+          "participant_age": null,
+          "participant_age_group": "0::Adult 18+||1::Adult 18+",
+          "participant_gender": "1::Male",
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": "0::Unharmed||1::Unharmed, Arrested",
+          "participant_type": "0::Victim||1::Subject-Suspect",
+          "sources": "http://www.ky3.com/content/news/Attempted-burglary--469500093.html",
+          "state_house_district": null,
+          "state_senate_district": null
+        }
+      },
+      {
+        "scenario_id": "041",
+        "features": {
+          "incident_id": 500305,
+          "date": "2016-02-05",
+          "state": "Pennsylvania",
+          "city_or_county": "York",
+          "address": "US-30 and Memory Lane",
+          "n_killed": 0,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/500305",
+          "source_url": "http://www.pennlive.com/news/2016/02/police_search_for_suspect_who.html",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 4.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Shots Fired - No Injuries||Drive-by (car to street, car to car)",
+          "latitude": 39.9835,
+          "location_description": null,
+          "longitude": -76.6842,
+          "n_guns_involved": 1.0,
+          "notes": null,
+          "participant_age": null,
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Male",
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": "0::Unharmed",
+          "participant_type": "0::Subject-Suspect",
+          "sources": "http://www.ydr.com/story/news/crime/2016/02/05/police-car-shot-springettsbury-township/79904016/||http://www.pennlive.com/news/2016/02/police_search_for_suspect_who.html",
+          "state_house_district": null,
+          "state_senate_district": null
+        }
+      },
+      {
+        "scenario_id": "042",
+        "features": {
+          "incident_id": 291662,
+          "date": "2015-02-09",
+          "state": "Wisconsin",
+          "city_or_county": "Mazomanie",
+          "address": "10359 County Road Y",
+          "n_killed": 2,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/291662",
+          "source_url": "http://host.madison.com/wsj/news/local/crime_and_courts/year-old-charged-with-mazomanie-murders-allegedly-admits-shootings/article_45c42722-625b-5b55-a015-b892c2c40246.html",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 2.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Handgun",
+          "incident_characteristics": "Shot - Dead (murder, accidental, suicide)",
+          "latitude": 43.2324,
+          "location_description": null,
+          "longitude": -89.7835,
+          "n_guns_involved": 1.0,
+          "notes": "1 m vic 1 f vic killed ex-gf's sis and stepfather, poss upset over breakup",
+          "participant_age": "0::16||1::39||2::17",
+          "participant_age_group": "0::Teen 12-17||1::Adult 18+||2::Teen 12-17",
+          "participant_gender": "0::Female||1::Male||2::Male",
+          "participant_name": "0::Ariyl Brady||1::Chris Schwichtenberg||2::Dean M. Sutcliffe",
+          "participant_relationship": null,
+          "participant_status": "0::Killed||1::Killed||2::Unharmed, Arrested",
+          "participant_type": "0::Victim||1::Victim||2::Subject-Suspect",
+          "sources": "http://www.channel3000.com/news/police-2-shot-in-mazomanie/31187398||http://host.madison.com/wsj/news/local/crime_and_courts/mom-of-victim-ex-boyfriend-shot-and-killed-two-in/article_f1b59ad6-905e-5223-9703-c360ca6975ab.html||http://host.madison.com/wsj/news/local/crime_and_courts/year-old-charged-with-mazomanie-murders-allegedly-admits-shootings/article_45c42722-625b-5b55-a015-b892c2c40246.html",
+          "state_house_district": 81.0,
+          "state_senate_district": 27.0
+        }
+      },
+      {
+        "scenario_id": "043",
+        "features": {
+          "incident_id": 537352,
+          "date": "2016-04-09",
+          "state": "Ohio",
+          "city_or_county": "Dayton",
+          "address": "Interstate 75 and Edwin C. Moses Boulevard",
+          "n_killed": 0,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/537352",
+          "source_url": "http://www.whio.com/news/news/crime-law/police-man-hurt-in-crash-leaves-gun-behind/nq3J8/",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 10.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Handgun",
+          "incident_characteristics": "Non-Shooting Incident||Officer Involved Incident||Officer Involved Incident - Weapon involved but no shots fired||Possession (gun(s) found during commission of other crimes)",
+          "latitude": 39.7568,
+          "location_description": null,
+          "longitude": -84.2069,
+          "n_guns_involved": 1.0,
+          "notes": "Man fleeing police after car crash left loaded handgun in vehicle;",
+          "participant_age": "0::24",
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Male",
+          "participant_name": "0::Stephan Nared-Marshall",
+          "participant_relationship": null,
+          "participant_status": "0::Unharmed, Arrested",
+          "participant_type": "0::Subject-Suspect",
+          "sources": "http://www.whio.com/news/news/crime-law/police-man-hurt-in-crash-leaves-gun-behind/nq3J8/",
+          "state_house_district": 39.0,
+          "state_senate_district": 5.0
+        }
+      },
+      {
+        "scenario_id": "044",
+        "features": {
+          "incident_id": 343127,
+          "date": "2015-05-18",
+          "state": "New Jersey",
+          "city_or_county": "Elizabeth",
+          "address": "Parker Road",
+          "n_killed": 1,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/343127",
+          "source_url": "http://newyork.cbslocal.com/2016/12/29/pennsylvania-new-jersey-murder-suspect/",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 8.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::38 Spl",
+          "incident_characteristics": "Shot - Dead (murder, accidental, suicide)||Spree Shooting (multiple victims, multiple locations)",
+          "latitude": 40.6748,
+          "location_description": null,
+          "longitude": -74.2191,
+          "n_guns_involved": 1.0,
+          "notes": null,
+          "participant_age": "0::29||1::24",
+          "participant_age_group": "0::Adult 18+||1::Adult 18+",
+          "participant_gender": "0::Male||1::Male",
+          "participant_name": "0::Michael Thompkins||1::Todd West",
+          "participant_relationship": null,
+          "participant_status": "0::Killed||1::Unharmed, Arrested",
+          "participant_type": "0::Victim||1::Subject-Suspect",
+          "sources": "http://www.northjersey.com/news/prosecutors-man-shot-to-death-at-housing-complex-in-elizabeth-1.1337777||http://www.nj.com/union/index.ssf/2015/05/police_id_29-year-old_shot_dead_in_elizabeth_monda.html#incart_river||http://newyork.cbslocal.com/2016/12/29/pennsylvania-new-jersey-murder-suspect/",
+          "state_house_district": 20.0,
+          "state_senate_district": 20.0
+        }
+      },
+      {
+        "scenario_id": "045",
+        "features": {
+          "incident_id": 299103,
+          "date": "2015-02-26",
+          "state": "Delaware",
+          "city_or_county": "Wilmington",
+          "address": "1200 block of Elm St.",
+          "n_killed": 0,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/299103",
+          "source_url": "http://www.delawareonline.com/story/news/crime/2015/02/26/boy-arrested-stolen-car-stolen-gun/24069605/",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 1.0,
+          "gun_stolen": "0::Stolen",
+          "gun_type": "0::380 Auto",
+          "incident_characteristics": "Non-Shooting Incident||Car-jacking||Possession (gun(s) found during commission of other crimes)||Stolen/Illegally owned gun{s} recovered during arrest/warrant",
+          "latitude": 39.7411,
+          "location_description": null,
+          "longitude": -75.5659,
+          "n_guns_involved": 1.0,
+          "notes": null,
+          "participant_age": "0::15",
+          "participant_age_group": "0::Teen 12-17",
+          "participant_gender": "0::Male",
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": "0::Unharmed, Arrested",
+          "participant_type": "0::Subject-Suspect",
+          "sources": "http://www.delawareonline.com/story/news/crime/2015/02/26/boy-arrested-stolen-car-stolen-gun/24069605/",
+          "state_house_district": 3.0,
+          "state_senate_district": 3.0
+        }
+      },
+      {
+        "scenario_id": "046",
+        "features": {
+          "incident_id": 854252,
+          "date": "2017-05-27",
+          "state": "North Carolina",
+          "city_or_county": "Charlotte",
+          "address": "5336 Docia Crossing Rd",
+          "n_killed": 1,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/854252",
+          "source_url": "http://www.wbtv.com/story/35534275/victim-identified-in-homicide-in-charlotte-shopping-center-parking-lot",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 9.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Shot - Dead (murder, accidental, suicide)",
+          "latitude": 35.3664,
+          "location_description": "BI-LO",
+          "longitude": -80.7872,
+          "n_guns_involved": 1.0,
+          "notes": null,
+          "participant_age": "0::22",
+          "participant_age_group": "0::Adult 18+||1::Adult 18+",
+          "participant_gender": "0::Male||1::Male",
+          "participant_name": "0::Anderson David Biggers",
+          "participant_relationship": "1::Aquaintance",
+          "participant_status": "0::Killed||1::Unharmed",
+          "participant_type": "0::Victim||1::Subject-Suspect",
+          "sources": "http://www.wbtv.com/story/35534275/victim-identified-in-homicide-in-charlotte-shopping-center-parking-lot",
+          "state_house_district": 98.0,
+          "state_senate_district": 38.0
+        }
+      },
+      {
+        "scenario_id": "047",
+        "features": {
+          "incident_id": 594255,
+          "date": "2016-02-29",
+          "state": "Texas",
+          "city_or_county": "San Antonio",
+          "address": "9800 Airport Blvd.380",
+          "n_killed": 0,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/594255",
+          "source_url": "http:// http://blog.tsa.gov/2016_03_04_archive.html",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 21.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Non-Shooting Incident||TSA Action",
+          "latitude": 29.5217,
+          "location_description": "San Antonio Int'l Airport",
+          "longitude": -98.4767,
+          "n_guns_involved": 1.0,
+          "notes": "380 caliber",
+          "participant_age": null,
+          "participant_age_group": null,
+          "participant_gender": null,
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": null,
+          "participant_type": null,
+          "sources": null,
+          "state_house_district": 121.0,
+          "state_senate_district": 25.0
+        }
+      },
+      {
+        "scenario_id": "048",
+        "features": {
+          "incident_id": 387583,
+          "date": "2015-08-03",
+          "state": "New Hampshire",
+          "city_or_county": "Greenfield",
+          "address": "Swamp Road",
+          "n_killed": 0,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/387583",
+          "source_url": "http://www.sentinelsource.com/news/local/affidavit-provides-details-on-greenfield-home-invasion/article_38d46623-a7e8-575e-b9ad-2af6647bed1d.html",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 2.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Handgun",
+          "incident_characteristics": "Non-Shooting Incident||Home Invasion||Home Invasion - No death or injury||Brandishing/flourishing/open carry/lost/found",
+          "latitude": 42.948,
+          "location_description": null,
+          "longitude": -71.902,
+          "n_guns_involved": 1.0,
+          "notes": "hi, threat with handgun and robbed at gunpoint, robbed Dublin home prior night",
+          "participant_age": "2::7||3::8||4::33",
+          "participant_age_group": "0::Adult 18+||1::Adult 18+||2::Child 0-11||3::Child 0-11||4::Adult 18+",
+          "participant_gender": "0::Female||1::Female||2::Female||3::Female||4::Male",
+          "participant_name": "4::Jason Eddy",
+          "participant_relationship": null,
+          "participant_status": "0::Unharmed||1::Unharmed||2::Unharmed||3::Unharmed||4::Unharmed, Arrested",
+          "participant_type": "0::Victim||1::Victim||2::Victim||3::Victim||4::Subject-Suspect",
+          "sources": "http://www.sentinelsource.com/news/local/man-arrested-in-connection-to-greenfield-home-invasion/article_9d03557f-5f61-5731-ae7e-e076761b8a52.html||http://www.sentinelsource.com/news/local/dublin-man-accused-of-robbing-two-homes-at-gunpoint/article_c8e112ed-3b4d-5b67-8dc0-fe7ae35534df.html||http://www.sentinelsource.com/news/local/affidavit-provides-details-on-greenfield-home-invasion/article_38d46623-a7e8-575e-b9ad-2af6647bed1d.html",
+          "state_house_district": null,
+          "state_senate_district": 9.0
+        }
+      },
+      {
+        "scenario_id": "049",
+        "features": {
+          "incident_id": 643243,
+          "date": "2016-08-30",
+          "state": "Kentucky",
+          "city_or_county": "Lexington",
+          "address": "175 North Locust Hill Dr",
+          "n_killed": 0,
+          "n_injured": 1,
+          "incident_url": "http://www.gunviolencearchive.org/incident/643243",
+          "source_url": "http://www.wkyt.com/content/news/391815791.html",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 6.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Shot - Wounded/Injured||Non-Aggression Incident||Accidental Shooting||Accidental Shooting - Injury||Accidental/Negligent Discharge||Playing with gun",
+          "latitude": 38.0053,
+          "location_description": "Raintree Apartments",
+          "longitude": -84.4436,
+          "n_guns_involved": 1.0,
+          "notes": "Vic shot in neck; stable condition. Group of 3 teens playing with gun.",
+          "participant_age": "0::14",
+          "participant_age_group": "0::Teen 12-17||1::Teen 12-17",
+          "participant_gender": "0::Male",
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": "0::Injured||1::Unharmed",
+          "participant_type": "0::Victim||1::Subject-Suspect",
+          "sources": "http://www.wkyt.com/content/news/391815791.html",
+          "state_house_district": null,
+          "state_senate_district": null
+        }
+      },
+      {
+        "scenario_id": "050",
+        "features": {
+          "incident_id": 730990,
+          "date": "2016-12-21",
+          "state": "Texas",
+          "city_or_county": "San Antonio",
+          "address": "246 Fair Avenue",
+          "n_killed": 0,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/730990",
+          "source_url": "http://foxsanantonio.com/news/local/breaking-two-loaded-guns-found-on-playground-of-south-side-daycare",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 35.0,
+          "gun_stolen": "0::Unknown||1::Unknown",
+          "gun_type": "0::Unknown||1::Unknown",
+          "incident_characteristics": "Institution/Group/Business||Non-Shooting Incident||Brandishing/flourishing/open carry/lost/found",
+          "latitude": 29.384,
+          "location_description": "EduCare",
+          "longitude": -98.4746,
+          "n_guns_involved": 2.0,
+          "notes": "2 guns found on playground by teacher, students",
+          "participant_age": null,
+          "participant_age_group": null,
+          "participant_gender": null,
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": null,
+          "participant_type": null,
+          "sources": "http://news4sanantonio.com/news/local/just-in-loaded-guns-found-at-educare-childcare-playground||http://foxsanantonio.com/news/local/breaking-two-loaded-guns-found-on-playground-of-south-side-daycare",
+          "state_house_district": 119.0,
+          "state_senate_district": 26.0
+        }
+      },
+      {
+        "scenario_id": "051",
+        "features": {
+          "incident_id": 935938,
+          "date": "2017-09-11",
+          "state": "Washington",
+          "city_or_county": "Everett",
+          "address": "2300 block of W Casino Rd",
+          "n_killed": 0,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/935938",
+          "source_url": "http://www.heraldnet.com/news/teen-injured-in-1-of-2-monday-night-shootings-in-everett/",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 2.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Shots Fired - No Injuries",
+          "latitude": 47.9193,
+          "location_description": null,
+          "longitude": -122.265,
+          "n_guns_involved": 1.0,
+          "notes": "10:15 pm Nearby and shortly after another shooting on same rd, same night. Unknown yet if connected",
+          "participant_age": null,
+          "participant_age_group": null,
+          "participant_gender": null,
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": null,
+          "participant_type": null,
+          "sources": "http://www.heraldnet.com/news/teen-injured-in-1-of-2-monday-night-shootings-in-everett/",
+          "state_house_district": 38.0,
+          "state_senate_district": 38.0
+        }
+      },
+      {
+        "scenario_id": "052",
+        "features": {
+          "incident_id": 404284,
+          "date": "2015-07-28",
+          "state": "Pennsylvania",
+          "city_or_county": "State College",
+          "address": "2535 Fox Hill Rd",
+          "n_killed": 0,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/404284",
+          "source_url": "http://blog.tsa.gov",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 5.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::380 Auto",
+          "incident_characteristics": "Non-Shooting Incident||TSA Action",
+          "latitude": 40.8609,
+          "location_description": "UNV",
+          "longitude": -77.8364,
+          "n_guns_involved": 1.0,
+          "notes": null,
+          "participant_age": null,
+          "participant_age_group": null,
+          "participant_gender": null,
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": null,
+          "participant_type": null,
+          "sources": "http://blog.tsa.gov",
+          "state_house_district": null,
+          "state_senate_district": null
+        }
+      },
+      {
+        "scenario_id": "053",
+        "features": {
+          "incident_id": 569729,
+          "date": "2016-06-01",
+          "state": "Georgia",
+          "city_or_county": "Jeffersonville",
+          "address": "375 Watson Drive",
+          "n_killed": 2,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/569729",
+          "source_url": "http://www.northwestgeorgianews.com/associated_press/news/national/teenagers-found-shot-to-death-behind-twiggs-county-school/article_48bf32de-28c2-11e6-8666-2f6036162ee4.html",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 8.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Shot - Dead (murder, accidental, suicide)||Suicide^||Murder/Suicide",
+          "latitude": 32.6872,
+          "location_description": "Twiggs County Comprehensive Middle-High School",
+          "longitude": -83.3472,
+          "n_guns_involved": 1.0,
+          "notes": "On school property late night, school out for summer - not school schooting",
+          "participant_age": "0::19||1::18",
+          "participant_age_group": "0::Adult 18+||1::Adult 18+",
+          "participant_gender": "0::Female||1::Male",
+          "participant_name": "0::Alexia D. Jackson||1::Knickolus B. Jones",
+          "participant_relationship": null,
+          "participant_status": "0::Killed||1::Killed",
+          "participant_type": "0::Victim||1::Victim",
+          "sources": "http://www.macon.com/news/local/crime/article81112092.html||http://www.northwestgeorgianews.com/associated_press/news/national/teenagers-found-shot-to-death-behind-twiggs-county-school/article_48bf32de-28c2-11e6-8666-2f6036162ee4.html",
+          "state_house_district": 144.0,
+          "state_senate_district": 26.0
+        }
+      },
+      {
+        "scenario_id": "054",
+        "features": {
+          "incident_id": 556580,
+          "date": "2016-05-09",
+          "state": "Wisconsin",
+          "city_or_county": "Milwaukee",
+          "address": "48th and Center",
+          "n_killed": 0,
+          "n_injured": 1,
+          "incident_url": "http://www.gunviolencearchive.org/incident/556580",
+          "source_url": "http://fox6now.com/2016/05/09/police-man-shot-wounded-near-48th-and-center-in-milwaukee/",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 4.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Shot - Wounded/Injured",
+          "latitude": 43.0679,
+          "location_description": null,
+          "longitude": -87.9737,
+          "n_guns_involved": 1.0,
+          "notes": null,
+          "participant_age": "0::22",
+          "participant_age_group": "0::Adult 18+||1::Adult 18+",
+          "participant_gender": "0::Male||1::Male",
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": "0::Injured||1::Unharmed",
+          "participant_type": "0::Victim||1::Subject-Suspect",
+          "sources": "http://fox6now.com/2016/05/09/police-man-shot-wounded-near-48th-and-center-in-milwaukee/",
+          "state_house_district": 18.0,
+          "state_senate_district": 6.0
+        }
+      },
+      {
+        "scenario_id": "055",
+        "features": {
+          "incident_id": 568509,
+          "date": "2016-05-28",
+          "state": "Texas",
+          "city_or_county": "Lubbock",
+          "address": "300 block of Waco",
+          "n_killed": 0,
+          "n_injured": 2,
+          "incident_url": "http://www.gunviolencearchive.org/incident/568509",
+          "source_url": "http://www.everythinglubbock.com/news/local-news/mother-her-boyfriend-arrested-after-2-children-shot-with-bb-gun",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 19.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Shot - Wounded/Injured||Child Involved Incident||Child injured (not child shooter)||Domestic Violence||BB/Pellet/Replica gun",
+          "latitude": 33.5942,
+          "location_description": null,
+          "longitude": -101.867,
+          "n_guns_involved": null,
+          "notes": "Mother's BF arrested 4 shooting 11mo old & older child w/ BBs. Older child required hand surgery to remove BB. Mother arrested for failure 2 report felony",
+          "participant_age": "0::0||2::28",
+          "participant_age_group": "0::Child 0-11||1::Child 0-11||2::Adult 18+",
+          "participant_gender": "2::Male",
+          "participant_name": "2::Adrian Garcia-Guevara",
+          "participant_relationship": "2::Family",
+          "participant_status": "0::Injured||1::Injured||2::Arrested",
+          "participant_type": "0::Victim||1::Victim||2::Subject-Suspect",
+          "sources": "http://www.everythinglubbock.com/news/local-news/mother-her-boyfriend-arrested-after-2-children-shot-with-bb-gun",
+          "state_house_district": 84.0,
+          "state_senate_district": 28.0
+        }
+      },
+      {
+        "scenario_id": "056",
+        "features": {
+          "incident_id": 1072736,
+          "date": "2018-03-18",
+          "state": "New York",
+          "city_or_county": "Brooklyn",
+          "address": "E 98th St",
+          "n_killed": 0,
+          "n_injured": 1,
+          "incident_url": "http://www.gunviolencearchive.org/incident/1072736",
+          "source_url": "http://brooklyn.news12.com/story/37750466/police-probe-2-separate-overnight-shooting-in-brooklyn",
+          "incident_url_fields_missing": "False",
+          "congressional_district": null,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Shot - Wounded/Injured",
+          "latitude": null,
+          "location_description": null,
+          "longitude": null,
+          "n_guns_involved": 1.0,
+          "notes": null,
+          "participant_age": null,
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": null,
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": "0::Injured",
+          "participant_type": "0::Victim",
+          "sources": "http://brooklyn.news12.com/story/37750466/police-probe-2-separate-overnight-shooting-in-brooklyn",
+          "state_house_district": null,
+          "state_senate_district": null
+        }
+      },
+      {
+        "scenario_id": "057",
+        "features": {
+          "incident_id": 105214,
+          "date": "2014-02-08",
+          "state": "Illinois",
+          "city_or_county": "Chicago",
+          "address": " 7100 block of South South Shore Dr",
+          "n_killed": 0,
+          "n_injured": 1,
+          "incident_url": "http://www.gunviolencearchive.org/incident/105214",
+          "source_url": "http://www.chicagotribune.com/news/local/breaking/chi-man-shot-in-south-shore-neighborhood-20140208,0,7590447.story",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 2.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Shot - Wounded/Injured||Brandishing/flourishing/open carry/lost/found",
+          "latitude": 41.7662,
+          "location_description": null,
+          "longitude": -87.5629,
+          "n_guns_involved": null,
+          "notes": "Man in doorway shot by 2 men.",
+          "participant_age": "0::22",
+          "participant_age_group": "0::Adult 18+||1::Adult 18+||2::Adult 18+",
+          "participant_gender": "0::Male||1::Male||2::Male",
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": "0::Injured||1::Unharmed||2::Unharmed",
+          "participant_type": "0::Victim||1::Subject-Suspect||2::Subject-Suspect",
+          "sources": "http://www.chicagotribune.com/news/local/breaking/chi-man-shot-in-south-shore-neighborhood-20140208,0,7590447.story",
+          "state_house_district": 25.0,
+          "state_senate_district": 13.0
+        }
+      },
+      {
+        "scenario_id": "058",
+        "features": {
+          "incident_id": 779134,
+          "date": "2017-02-20",
+          "state": "Texas",
+          "city_or_county": "Dallas",
+          "address": "9633 Ferris Branch Blvd",
+          "n_killed": 1,
+          "n_injured": 1,
+          "incident_url": "http://www.gunviolencearchive.org/incident/779134",
+          "source_url": "http://www.kjrh.com/news/local-news/dallas-murder-suspect-latwon-goff-arrested-in-tulsa",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 32.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Shot - Wounded/Injured||Shot - Dead (murder, accidental, suicide)||Home Invasion||Home Invasion - Resident killed||Home Invasion - Resident injured||Armed robbery with injury/death and/or evidence of DGU found",
+          "latitude": 32.9038,
+          "location_description": "Wyndham on the Creek apartments",
+          "longitude": -96.7258,
+          "n_guns_involved": 1.0,
+          "notes": "Lake Highlands. vic shot in leg.",
+          "participant_age": "0::39||2::18",
+          "participant_age_group": "0::Adult 18+||1::Adult 18+||2::Adult 18+",
+          "participant_gender": "0::Male||1::Female||2::Male",
+          "participant_name": "0::Jason Ali Edwards||2::Latwon Latrell Goff",
+          "participant_relationship": "2::Armed Robbery",
+          "participant_status": "0::Killed||1::Injured||2::Unharmed, Arrested",
+          "participant_type": "0::Victim||1::Victim||2::Subject-Suspect||3::Subject-Suspect",
+          "sources": "http://dfw.cbslocal.com/2017/02/20/1-dead-in-dallas-home-invasion/||http://www.dallasnews.com/news/lake-highlands/2017/02/20/1-dead-1-wounded-lake-highlands-home-invasion-shooting||http://www.nbcdfw.com/news/local/Teen-Suspected-Of-Deadly-Shooting-In-Lake-Highlands-Police-414797463.html||http://www.kjrh.com/news/local-news/dallas-murder-suspect-latwon-goff-arrested-in-tulsa",
+          "state_house_district": null,
+          "state_senate_district": 16.0
+        }
+      },
+      {
+        "scenario_id": "059",
+        "features": {
+          "incident_id": 977518,
+          "date": "2017-10-30",
+          "state": "Ohio",
+          "city_or_county": "Cleveland",
+          "address": "Rosedale Ave",
+          "n_killed": 1,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/977518",
+          "source_url": "http://www.wkyc.com/news/local/cuyahoga-county/teen-shot-dead-in-east-cleveland-monday-night/487529874",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 11.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Shot - Dead (murder, accidental, suicide)",
+          "latitude": 41.5433,
+          "location_description": null,
+          "longitude": -81.5704,
+          "n_guns_involved": 1.0,
+          "notes": "approx 8:15 PM",
+          "participant_age": "0::18",
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Male",
+          "participant_name": "0::Steve Anthony Swain",
+          "participant_relationship": null,
+          "participant_status": "0::Killed",
+          "participant_type": "0::Victim",
+          "sources": "http://www.wkyc.com/news/local/cuyahoga-county/teen-shot-dead-in-east-cleveland-monday-night/487529874",
+          "state_house_district": 8.0,
+          "state_senate_district": 25.0
+        }
+      },
+      {
+        "scenario_id": "060",
+        "features": {
+          "incident_id": 301532,
+          "date": "2015-03-05",
+          "state": "Michigan",
+          "city_or_county": "Flint",
+          "address": "210 E 5th St",
+          "n_killed": 0,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/301532",
+          "source_url": "http://www.mlive.com/news/flint/index.ssf/2015/03/flint_police_department_missin.html#incart_2box",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 5.0,
+          "gun_stolen": "0::Unknown||1::Unknown||2::Unknown||3::Unknown||4::Unknown||5::Unknown||6::Unknown||7::Unknown||8::Unknown||9::Unknown||10::Unknown||11::Unknown||12::Unknown||13::Unknown||14::Unknown||15::Unknown||16::Unknown||17::Unknown||18::Unknown||19::Unknown||20::Unknown||21::Unknown||22::Unknown||23::Unknown||24::Unknown||25::Unknown||26::Unknown||27::Unknown||28::Unknown||29::Unknown||30::Unknown||31::Unknown||32::Unknown||33::Unknown||34::Unknown||35::Unknown||36::Unknown||37::Unknown||38::Unknown",
+          "gun_type": "0::Unknown||1::Unknown||2::Unknown||3::Unknown||4::Unknown||5::Unknown||6::Unknown||7::Unknown||8::Unknown||9::Unknown||10::Unknown||11::Unknown||12::Unknown||13::Unknown||14::Unknown||15::Unknown||16::Unknown||17::Unknown||18::Unknown||19::Unknown||20::Unknown||21::Unknown||22::Unknown||23::Unknown||24::Unknown||25::Unknown||26::Unknown||27::Unknown||28::Unknown||29::Unknown||30::Unknown||31::Unknown||32::Unknown||33::Unknown||34::Unknown||35::Unknown||36::Unknown||37::Unknown||38::Unknown",
+          "incident_characteristics": "Non-Shooting Incident||ATF/LE Confiscation/Raid/Arrest",
+          "latitude": 43.0119,
+          "location_description": null,
+          "longitude": -83.6862,
+          "n_guns_involved": 39.0,
+          "notes": "Flint Police Department missing weapons audit. Report published March 5",
+          "participant_age": null,
+          "participant_age_group": null,
+          "participant_gender": null,
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": null,
+          "participant_type": null,
+          "sources": "http://www.mlive.com/news/flint/index.ssf/2015/03/flint_police_department_missin.html#incart_2box",
+          "state_house_district": 49.0,
+          "state_senate_district": 27.0
+        }
+      },
+      {
+        "scenario_id": "061",
+        "features": {
+          "incident_id": 188069,
+          "date": "2014-09-02",
+          "state": "Indiana",
+          "city_or_county": "East Chicago",
+          "address": "1200 block of West 150th Street",
+          "n_killed": 0,
+          "n_injured": 1,
+          "incident_url": "http://www.gunviolencearchive.org/incident/188069",
+          "source_url": "http://www.nwitimes.com/news/local/trio-accused-of-robbing-e-c-residents-at-gunpoint/article_3e0b0584-f312-5cd3-ac1c-7beb70c5d7cb.html",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 1.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Drug involvement||Home Invasion||Home Invasion - Resident injured||Armed robbery with injury/death and/or evidence of DGU found||Pistol-whipping",
+          "latitude": 41.6232,
+          "location_description": null,
+          "longitude": -87.4863,
+          "n_guns_involved": null,
+          "notes": "3 home invaders pistol-whip one, rob residents of apartment.",
+          "participant_age": "1::20||2::19||3::18",
+          "participant_age_group": "0::Adult 18+||1::Adult 18+||2::Adult 18+||3::Adult 18+",
+          "participant_gender": "1::Female||2::Male||3::Male",
+          "participant_name": "1::Amanda Velasquez||2::Elijah Solis||3::Xavier Solis",
+          "participant_relationship": null,
+          "participant_status": "0::Injured||1::Unharmed||2::Unharmed||3::Unharmed",
+          "participant_type": "0::Victim||1::Subject-Suspect||2::Subject-Suspect||3::Subject-Suspect",
+          "sources": "http://www.nwitimes.com/news/local/trio-accused-of-robbing-e-c-residents-at-gunpoint/article_3e0b0584-f312-5cd3-ac1c-7beb70c5d7cb.html",
+          "state_house_district": 2.0,
+          "state_senate_district": 2.0
+        }
+      },
+      {
+        "scenario_id": "062",
+        "features": {
+          "incident_id": 270627,
+          "date": "2014-12-28",
+          "state": "Maryland",
+          "city_or_county": "Baltimore",
+          "address": "3000 block of E. Monument St.",
+          "n_killed": 0,
+          "n_injured": 1,
+          "incident_url": "http://www.gunviolencearchive.org/incident/270627",
+          "source_url": "http://www.baltimoresun.com/news/maryland/baltimore-city/bs-md-ci-police-involved-shooting-20141228-story.html",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 7.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Shot - Wounded/Injured||Officer Involved Incident||Officer Involved Shooting - subject/suspect/perpetrator shot",
+          "latitude": 39.2993,
+          "location_description": null,
+          "longitude": -76.5751,
+          "n_guns_involved": null,
+          "notes": null,
+          "participant_age": "0::45",
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Male",
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": "0::Injured",
+          "participant_type": "0::Subject-Suspect",
+          "sources": "http://www.baltimoresun.com/news/maryland/baltimore-city/bs-md-ci-police-involved-shooting-20141228-story.html",
+          "state_house_district": 45.0,
+          "state_senate_district": 45.0
+        }
+      },
+      {
+        "scenario_id": "063",
+        "features": {
+          "incident_id": 952498,
+          "date": "2017-10-04",
+          "state": "New Jersey",
+          "city_or_county": "Trenton",
+          "address": "400 block of Walnut Avenue",
+          "n_killed": 0,
+          "n_injured": 2,
+          "incident_url": "http://www.gunviolencearchive.org/incident/952498",
+          "source_url": "http://www.trentonian.com/general-news/20171004/gun-arrest-robbery-and-shooting-october-4-2017-police-blotter",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 12.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Shot - Wounded/Injured",
+          "latitude": 40.2239,
+          "location_description": null,
+          "longitude": -74.7424,
+          "n_guns_involved": 1.0,
+          "notes": null,
+          "participant_age": null,
+          "participant_age_group": null,
+          "participant_gender": "0::Male||1::Male",
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": "0::Injured||1::Injured",
+          "participant_type": "0::Victim||1::Victim",
+          "sources": "http://www.trentonian.com/general-news/20171004/gun-arrest-robbery-and-shooting-october-4-2017-police-blotter",
+          "state_house_district": 15.0,
+          "state_senate_district": 15.0
+        }
+      },
+      {
+        "scenario_id": "064",
+        "features": {
+          "incident_id": 980119,
+          "date": "2017-11-04",
+          "state": "Louisiana",
+          "city_or_county": "Marrero",
+          "address": "6500 Block of Lapalco Blvd",
+          "n_killed": 0,
+          "n_injured": 1,
+          "incident_url": "http://www.gunviolencearchive.org/incident/980119",
+          "source_url": "http://www.nola.com/crime/index.ssf/2017/11/man_shot_in_marrero_early_satu.html#incart_river_index",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 2.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Shot - Wounded/Injured",
+          "latitude": 29.8784,
+          "location_description": null,
+          "longitude": -90.1205,
+          "n_guns_involved": 1.0,
+          "notes": null,
+          "participant_age": null,
+          "participant_age_group": null,
+          "participant_gender": "0::Male",
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": "0::Injured",
+          "participant_type": "0::Victim",
+          "sources": "http://www.nola.com/crime/index.ssf/2017/11/man_shot_in_marrero_early_satu.html#incart_river_index",
+          "state_house_district": 83.0,
+          "state_senate_district": 3.0
+        }
+      },
+      {
+        "scenario_id": "065",
+        "features": {
+          "incident_id": 766475,
+          "date": "2017-02-03",
+          "state": "Alabama",
+          "city_or_county": "Birmingham",
+          "address": "Interstate 59",
+          "n_killed": 1,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/766475",
+          "source_url": "http://www.wbrc.com/story/34419223/man-found-shot-to-death-in-car-on-i-59",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 7.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Shot - Dead (murder, accidental, suicide)",
+          "latitude": 33.5252,
+          "location_description": null,
+          "longitude": -86.8064,
+          "n_guns_involved": 1.0,
+          "notes": null,
+          "participant_age": "0::27",
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Male",
+          "participant_name": "0::Charles Lee Brown",
+          "participant_relationship": null,
+          "participant_status": "0::Killed",
+          "participant_type": "0::Victim",
+          "sources": "http://www.wbrc.com/story/34419223/man-found-shot-to-death-in-car-on-i-59",
+          "state_house_district": 54.0,
+          "state_senate_district": 18.0
+        }
+      },
+      {
+        "scenario_id": "066",
+        "features": {
+          "incident_id": 145971,
+          "date": "2014-06-03",
+          "state": "Pennsylvania",
+          "city_or_county": "Lancaster",
+          "address": "312 W. Walnut St",
+          "n_killed": 0,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/145971",
+          "source_url": "http://local21news.com/news/features/top-stories/stories/lancaster-police-investigating-shots-fired-at-shamrock-bar-9664.shtml",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 16.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Shots Fired - No Injuries||Bar/club incident - in or around establishment",
+          "latitude": 40.042,
+          "location_description": null,
+          "longitude": -76.3119,
+          "n_guns_involved": null,
+          "notes": "bar shots fired, no injury",
+          "participant_age": "1::26",
+          "participant_age_group": "0::Adult 18+||1::Adult 18+",
+          "participant_gender": "0::Male||1::Male",
+          "participant_name": "1::Sabron Jemal Blackman",
+          "participant_relationship": null,
+          "participant_status": "0::Unharmed||1::Unharmed",
+          "participant_type": "0::Victim||1::Subject-Suspect",
+          "sources": "http://lancasteronline.com/news/local/armed-robber-strikes-store-and-man-fires-gun-outside-bar/article_b86a2ade-eb08-11e3-9b01-0||http://local21news.com/news/features/top-stories/stories/lancaster-police-investigating-shots-fired-at-shamrock-bar-9664.shtml",
+          "state_house_district": null,
+          "state_senate_district": null
+        }
+      },
+      {
+        "scenario_id": "067",
+        "features": {
+          "incident_id": 363945,
+          "date": "2015-06-25",
+          "state": "Michigan",
+          "city_or_county": "Sterling Heights",
+          "address": "3000 block of Polo Circle",
+          "n_killed": 2,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/363945",
+          "source_url": "http://www.freep.com/story/news/2015/06/29/sterling-heights-murder-suicide-couple-identified/29477869/",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 10.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Shot - Dead (murder, accidental, suicide)||Suicide^||Murder/Suicide||Home Invasion||Home Invasion - Resident killed||Home Invasion - subject/suspect/perpetrator killed||Domestic Violence",
+          "latitude": 42.6154,
+          "location_description": "Polo Green Apartments",
+          "longitude": -82.9901,
+          "n_guns_involved": 1.0,
+          "notes": "Man breaks into home, kills wife, self, w/ 2 young-adult children in home",
+          "participant_age": "0::44||1::44",
+          "participant_age_group": "0::Adult 18+||1::Adult 18+",
+          "participant_gender": "0::Female||1::Male",
+          "participant_name": "0::Brigita Karamatic||1::Sebastijan Karamatic",
+          "participant_relationship": "1::Family",
+          "participant_status": "0::Killed||1::Killed",
+          "participant_type": "0::Victim||1::Subject-Suspect",
+          "sources": "http://www.macombdaily.com/general-news/20150625/sterling-heights-couple-found-dead-in-murder-suicide||http://www.freep.com/story/news/2015/06/29/sterling-heights-murder-suicide-couple-identified/29477869/",
+          "state_house_district": 30.0,
+          "state_senate_district": 10.0
+        }
+      },
+      {
+        "scenario_id": "068",
+        "features": {
+          "incident_id": 836478,
+          "date": "2017-05-03",
+          "state": "Washington",
+          "city_or_county": "Seattle",
+          "address": "Rainier Avenue and S Orcas Street",
+          "n_killed": 0,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/836478",
+          "source_url": "http://www.king5.com/news/crime/police-search-for-man-who-pulled-gun-on-pedestrians-in-south-seattle/436890736",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 9.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Non-Shooting Incident||Road rage||Brandishing/flourishing/open carry/lost/found",
+          "latitude": 47.5512,
+          "location_description": null,
+          "longitude": -122.278,
+          "n_guns_involved": 1.0,
+          "notes": "Man threw beer bottle and then returned and brandished gun and threatened people who walked in front of his car at intersection",
+          "participant_age": null,
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": null,
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": "0::Unharmed",
+          "participant_type": "0::Subject-Suspect",
+          "sources": "http://www.king5.com/news/crime/police-search-for-man-who-pulled-gun-on-pedestrians-in-south-seattle/436890736",
+          "state_house_district": 37.0,
+          "state_senate_district": 37.0
+        }
+      },
+      {
+        "scenario_id": "069",
+        "features": {
+          "incident_id": 142979,
+          "date": "2014-06-04",
+          "state": "Arizona",
+          "city_or_county": "Phoenix",
+          "address": "16th and Union ",
+          "n_killed": 0,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/142979",
+          "source_url": "http://www.azcentral.com/videos/news/local/phoenix/2014/06/05/10007467/",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 6.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Shots fired, no action (reported, no evidence found)",
+          "latitude": 33.6549,
+          "location_description": null,
+          "longitude": -112.048,
+          "n_guns_involved": null,
+          "notes": null,
+          "participant_age": null,
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Male",
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": "0::Unharmed",
+          "participant_type": "0::Subject-Suspect",
+          "sources": "http://www.azcentral.com/videos/news/local/phoenix/2014/06/05/10007467/",
+          "state_house_district": 20.0,
+          "state_senate_district": 20.0
+        }
+      },
+      {
+        "scenario_id": "070",
+        "features": {
+          "incident_id": 533698,
+          "date": "2016-04-01",
+          "state": "North Carolina",
+          "city_or_county": "Union (county)",
+          "address": "6200 block of Old Pageland Marshville Road",
+          "n_killed": 1,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/533698",
+          "source_url": "http://www.wbtv.com/story/31625114/woman-turns-self-in-wanted-in-fatal-shooting-of-brother-in-union-county",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 8.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Shot - Dead (murder, accidental, suicide)",
+          "latitude": 34.8381,
+          "location_description": null,
+          "longitude": -80.4178,
+          "n_guns_involved": null,
+          "notes": null,
+          "participant_age": "0::21",
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Male||1::Female",
+          "participant_name": "0::Elijah James Moore||1::Breanna Moore",
+          "participant_relationship": "1::Family",
+          "participant_status": "0::Killed||1::Unharmed, Arrested",
+          "participant_type": "0::Victim||1::Subject-Suspect",
+          "sources": "http://www.wbtv.com/story/31625114/woman-turns-self-in-wanted-in-fatal-shooting-of-brother-in-union-county",
+          "state_house_district": 55.0,
+          "state_senate_district": 35.0
+        }
+      },
+      {
+        "scenario_id": "071",
+        "features": {
+          "incident_id": 444098,
+          "date": "2015-11-06",
+          "state": "Georgia",
+          "city_or_county": "Athens",
+          "address": "Norwood Lane",
+          "n_killed": 0,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/444098",
+          "source_url": "http://onlineathens.com/blotter/2015-11-07/report-discharged-weapons-house-athens",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 9.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Shots Fired - No Injuries||Drive-by (car to street, car to car)",
+          "latitude": 34.0285,
+          "location_description": null,
+          "longitude": -83.3281,
+          "n_guns_involved": null,
+          "notes": "shots fired, brass casings found",
+          "participant_age": null,
+          "participant_age_group": null,
+          "participant_gender": null,
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": null,
+          "participant_type": null,
+          "sources": "http://onlineathens.com/blotter/2015-11-07/report-discharged-weapons-house-athens",
+          "state_house_district": 118.0,
+          "state_senate_district": 47.0
+        }
+      },
+      {
+        "scenario_id": "072",
+        "features": {
+          "incident_id": 316651,
+          "date": "2015-04-01",
+          "state": "Wisconsin",
+          "city_or_county": "Milwaukee",
+          "address": "14th Street and Finn Place",
+          "n_killed": 0,
+          "n_injured": 3,
+          "incident_url": "http://www.gunviolencearchive.org/incident/316651",
+          "source_url": "http://fox6now.com/2015/04/02/they-dont-know-how-to-respect-life-three-wounded-in-shooting-on-milwaukees-north-side/",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 4.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Shot - Wounded/Injured||Domestic Violence",
+          "latitude": 43.0834,
+          "location_description": null,
+          "longitude": -87.9285,
+          "n_guns_involved": null,
+          "notes": "shot in family dispute, poss single shooter",
+          "participant_age": "0::33||1::40||2::54",
+          "participant_age_group": "0::Adult 18+||1::Adult 18+||2::Adult 18+",
+          "participant_gender": "0::Male||1::Male||2::Male",
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": "0::Injured||1::Injured||2::Injured",
+          "participant_type": "0::Victim||1::Victim||2::Victim",
+          "sources": "http://www.cbs58.com/story/28700399/milwaukee-police-investigate-triple-shooting||http://fox6now.com/2015/04/02/they-dont-know-how-to-respect-life-three-wounded-in-shooting-on-milwaukees-north-side/",
+          "state_house_district": 10.0,
+          "state_senate_district": 4.0
+        }
+      },
+      {
+        "scenario_id": "073",
+        "features": {
+          "incident_id": 765597,
+          "date": "2017-02-01",
+          "state": "Florida",
+          "city_or_county": "Palm Bay",
+          "address": "Palm Bay Rd and Hollywood Blvd",
+          "n_killed": 0,
+          "n_injured": 2,
+          "incident_url": "http://www.gunviolencearchive.org/incident/765597",
+          "source_url": "http://www.floridatoday.com/story/news/crime/2017/02/01/palm-bay-drive--shooting--95-overpass-wounds-two/97350870/",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 8.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Shot - Wounded/Injured||Drive-by (car to street, car to car)",
+          "latitude": 28.0352,
+          "location_description": null,
+          "longitude": -80.6499,
+          "n_guns_involved": 1.0,
+          "notes": "near I 95 overpass, approx location, stem from altercation at Pinups",
+          "participant_age": null,
+          "participant_age_group": "0::Adult 18+||1::Adult 18+||2::Adult 18+",
+          "participant_gender": "0::Male||1::Male||2::Male",
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": "0::Injured||1::Injured||2::Unharmed",
+          "participant_type": "0::Victim||1::Victim||2::Subject-Suspect",
+          "sources": "http://www.clickorlando.com/news/2-shot-in-car-after-leaving-palm-bay-strip-club||http://www.floridatoday.com/story/news/crime/2017/02/01/palm-bay-drive--shooting--95-overpass-wounds-two/97350870/",
+          "state_house_district": 53.0,
+          "state_senate_district": 16.0
+        }
+      },
+      {
+        "scenario_id": "074",
+        "features": {
+          "incident_id": 506236,
+          "date": "2016-02-16",
+          "state": "Georgia",
+          "city_or_county": "Augusta",
+          "address": "3417 Wrightsboro Road",
+          "n_killed": 1,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/506236",
+          "source_url": "http://wjbf.com/2016/02/17/arrests-made-in-augusta-murder-case/",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 12.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Shot - Dead (murder, accidental, suicide)||Possession (gun(s) found during commission of other crimes)||Possession of gun by felon or prohibited person",
+          "latitude": 33.468,
+          "location_description": "Waffle House",
+          "longitude": -82.0779,
+          "n_guns_involved": null,
+          "notes": "Richmond Co",
+          "participant_age": "0::26||1::35||2::20||3::24",
+          "participant_age_group": "0::Adult 18+||1::Adult 18+||2::Adult 18+||3::Adult 18+",
+          "participant_gender": "0::Male||1::Male||2::Male||3::Male",
+          "participant_name": "0::Terrance Terrell Baker||1::Elijah Bernard Washington||2::Brandon Antonio Carter||3::Shawncy Barrett",
+          "participant_relationship": null,
+          "participant_status": "0::Killed||1::Unharmed, Arrested||2::Unharmed, Arrested||3::Unharmed, Arrested",
+          "participant_type": "0::Victim||1::Subject-Suspect||2::Subject-Suspect||3::Subject-Suspect",
+          "sources": "http://chronicle.augusta.com/news/crime-courts/2016-02-16/update-slaying-victim-identified||http://wjbf.com/2016/02/17/arrests-made-in-augusta-murder-case/",
+          "state_house_district": 124.0,
+          "state_senate_district": 22.0
+        }
+      },
+      {
+        "scenario_id": "075",
+        "features": {
+          "incident_id": 490547,
+          "date": "2016-01-22",
+          "state": "Pennsylvania",
+          "city_or_county": "Philadelphia",
+          "address": "3000 block of North Eighth Street",
+          "n_killed": 0,
+          "n_injured": 2,
+          "incident_url": "http://www.gunviolencearchive.org/incident/490547",
+          "source_url": "http://www.philly.com/philly/news/20160123_Two_men_shot_in_Fairhill.html",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 2.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Shot - Wounded/Injured",
+          "latitude": 39.9973,
+          "location_description": null,
+          "longitude": -75.1441,
+          "n_guns_involved": null,
+          "notes": "2 inj, 1 critical and 1 stable.",
+          "participant_age": "0::58||1::52",
+          "participant_age_group": "0::Adult 18+||1::Adult 18+",
+          "participant_gender": "0::Male||1::Male",
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": "0::Injured||1::Injured",
+          "participant_type": "0::Victim||1::Victim",
+          "sources": "http://www.philly.com/philly/news/20160123_Two_men_shot_in_Fairhill.html",
+          "state_house_district": null,
+          "state_senate_district": null
+        }
+      },
+      {
+        "scenario_id": "076",
+        "features": {
+          "incident_id": 907022,
+          "date": "2017-08-04",
+          "state": "Arizona",
+          "city_or_county": "Flagstaff",
+          "address": "1900 block of N 1st St",
+          "n_killed": 0,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/907022",
+          "source_url": "http://azdailysun.com/news/swat-responds-to-shooting-incident-in-sunnyside/article_6dfb3a17-2b96-52eb-8a20-8f9ce8176a85.html",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 1.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Shots Fired - No Injuries||Officer Involved Incident||Officer Involved Incident - Weapon involved but no shots fired||Officer Involved Shooting - subject/suspect/perpetrator surrender at standoff||Under the influence of alcohol or drugs (only applies to the subject/suspect/perpetrator )",
+          "latitude": 35.2064,
+          "location_description": null,
+          "longitude": -111.617,
+          "n_guns_involved": 1.0,
+          "notes": "suspect arrested after falling asleep on couch",
+          "participant_age": "0::21",
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Male",
+          "participant_name": "0::Horacio Leal",
+          "participant_relationship": null,
+          "participant_status": "0::Unharmed, Arrested",
+          "participant_type": "0::Subject-Suspect",
+          "sources": "http://azdailysun.com/news/swat-responds-to-shooting-incident-in-sunnyside/article_6dfb3a17-2b96-52eb-8a20-8f9ce8176a85.html",
+          "state_house_district": 6.0,
+          "state_senate_district": 6.0
+        }
+      },
+      {
+        "scenario_id": "077",
+        "features": {
+          "incident_id": 111691,
+          "date": "2014-02-25",
+          "state": "Washington",
+          "city_or_county": "Lake Stevens",
+          "address": "7000 block of 126th Drive North",
+          "n_killed": 0,
+          "n_injured": 1,
+          "incident_url": "http://www.gunviolencearchive.org/incident/111691",
+          "source_url": "http://www.kirotv.com/news/news/second-arrest-made-attempted-home-invasion-lake-st/nd44r/",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 1.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Shot - Wounded/Injured||Home Invasion||Home Invasion - subject/suspect/perpetrator injured",
+          "latitude": 48.0593,
+          "location_description": null,
+          "longitude": -122.06,
+          "n_guns_involved": null,
+          "notes": null,
+          "participant_age": "2::32||3::33",
+          "participant_age_group": "0::Adult 18+||1::Adult 18+",
+          "participant_gender": "0::Male||1::Male||2::Male||3::Male",
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": "0::Unharmed||1::Unharmed||2::Unharmed||3::Injured",
+          "participant_type": "0::Victim||1::Victim||2::Subject-Suspect||3::Subject-Suspect",
+          "sources": "http://www.kirotv.com/news/news/second-arrest-made-attempted-home-invasion-lake-st/nd44r/",
+          "state_house_district": 39.0,
+          "state_senate_district": 39.0
+        }
+      },
+      {
+        "scenario_id": "078",
+        "features": {
+          "incident_id": 294623,
+          "date": "2015-02-18",
+          "state": "New York",
+          "city_or_county": "Manhattan",
+          "address": "17th Street",
+          "n_killed": 0,
+          "n_injured": 1,
+          "incident_url": "http://www.gunviolencearchive.org/incident/294623",
+          "source_url": "http://newyork.cbslocal.com/2015/02/18/23-year-old-man-shot-wounded-in-chelsea/",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 12.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Shot - Wounded/Injured",
+          "latitude": 40.7355,
+          "location_description": null,
+          "longitude": -73.9866,
+          "n_guns_involved": null,
+          "notes": "Chelsea, near Ninth Ave, shot in stomach",
+          "participant_age": "0::23",
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Male",
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": "0::Injured",
+          "participant_type": "0::Victim",
+          "sources": "http://newyork.cbslocal.com/2015/02/18/23-year-old-man-shot-wounded-in-chelsea/",
+          "state_house_district": 74.0,
+          "state_senate_district": 28.0
+        }
+      },
+      {
+        "scenario_id": "079",
+        "features": {
+          "incident_id": 498363,
+          "date": "2016-02-02",
+          "state": "Texas",
+          "city_or_county": "Houston",
+          "address": "8600 Broadway",
+          "n_killed": 0,
+          "n_injured": 1,
+          "incident_url": "http://www.gunviolencearchive.org/incident/498363",
+          "source_url": "http://www.chron.com/houston/article/Shooting-leaves-man-wounded-in-back-in-SE-Houston-6800418.php",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 9.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Shot - Wounded/Injured",
+          "latitude": 29.6655,
+          "location_description": null,
+          "longitude": -95.277,
+          "n_guns_involved": null,
+          "notes": "1 inj. This story is developing.",
+          "participant_age": null,
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Male",
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": "0::Injured||1::Arrested",
+          "participant_type": "0::Victim||1::Subject-Suspect",
+          "sources": "http://www.chron.com/houston/article/Shooting-leaves-man-wounded-in-back-in-SE-Houston-6800418.php",
+          "state_house_district": 147.0,
+          "state_senate_district": 6.0
+        }
+      },
+      {
+        "scenario_id": "080",
+        "features": {
+          "incident_id": 996852,
+          "date": "2017-11-26",
+          "state": "Nebraska",
+          "city_or_county": "Lincoln",
+          "address": "3636 N 52nd St",
+          "n_killed": 0,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/996852",
+          "source_url": "http://journalstar.com/news/local/911/man-fired-gun-through-doorway-of-lincoln-apartment-with-people/article_57eb7b48-275e-5398-9332-d1161c64fed3.html",
+          "incident_url_fields_missing": "False",
+          "congressional_district": null,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Shots Fired - No Injuries||Possession of gun by felon or prohibited person",
+          "latitude": null,
+          "location_description": null,
+          "longitude": null,
+          "n_guns_involved": 1.0,
+          "notes": "Suspect fired gun through apartment door.",
+          "participant_age": "0::29",
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Male",
+          "participant_name": "0::Salvador Orozco",
+          "participant_relationship": null,
+          "participant_status": "0::Unharmed, Arrested",
+          "participant_type": "0::Subject-Suspect",
+          "sources": "http://journalstar.com/news/local/911/man-fired-gun-through-doorway-of-lincoln-apartment-with-people/article_57eb7b48-275e-5398-9332-d1161c64fed3.html",
+          "state_house_district": null,
+          "state_senate_district": null
+        }
+      },
+      {
+        "scenario_id": "081",
+        "features": {
+          "incident_id": 301254,
+          "date": "2015-03-02",
+          "state": "South Carolina",
+          "city_or_county": "Westminster",
+          "address": "Jeremy Drive",
+          "n_killed": 0,
+          "n_injured": 1,
+          "incident_url": "http://www.gunviolencearchive.org/incident/301254",
+          "source_url": "http://www.foxcarolina.com/story/28254902/deputies-man-held-wife-father-hostage-threatened-to-kill-them",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 3.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Handgun",
+          "incident_characteristics": "Non-Shooting Incident||Domestic Violence||Kidnapping/abductions/hostage||Pistol-whipping||Brandishing/flourishing/open carry/lost/found",
+          "latitude": 34.6523,
+          "location_description": null,
+          "longitude": -83.1374,
+          "n_guns_involved": 1.0,
+          "notes": "drove back from GA to SC, pw father, held him & wife hostage at gunpoint with loaded handgun, threatened to kill if cops called, no shots fired",
+          "participant_age": "2::25",
+          "participant_age_group": "0::Adult 18+||1::Adult 18+||2::Adult 18+",
+          "participant_gender": "0::Male||1::Female||2::Male",
+          "participant_name": "2::Joshua Brock",
+          "participant_relationship": "2::Family",
+          "participant_status": "0::Injured||1::Unharmed||2::Unharmed, Arrested",
+          "participant_type": "0::Victim||1::Victim||2::Subject-Suspect",
+          "sources": "http://www.foxcarolina.com/story/28254902/deputies-man-held-wife-father-hostage-threatened-to-kill-them",
+          "state_house_district": 1.0,
+          "state_senate_district": 1.0
+        }
+      },
+      {
+        "scenario_id": "082",
+        "features": {
+          "incident_id": 767704,
+          "date": "2017-01-09",
+          "state": "Missouri",
+          "city_or_county": "High Ridge",
+          "address": "4100 block of Schumacher Rd",
+          "n_killed": 1,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/767704",
+          "source_url": "http://www.stltoday.com/news/local/crime-and-courts/high-ridge-woman-charged-with-killing-boyfriend-dumping-body-in/article_ae35caa6-544f-5f99-b233-c650e6e0d414.html",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 3.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Shot - Dead (murder, accidental, suicide)||Domestic Violence",
+          "latitude": 38.4791,
+          "location_description": null,
+          "longitude": -90.4854,
+          "n_guns_involved": 1.0,
+          "notes": null,
+          "participant_age": "0::50||1::51",
+          "participant_age_group": "0::Adult 18+||1::Adult 18+",
+          "participant_gender": "0::Male||1::Female",
+          "participant_name": "0::Vincent White||1::Donna Tooley",
+          "participant_relationship": "1::Significant others - current or former",
+          "participant_status": "0::Killed||1::Unharmed, Arrested",
+          "participant_type": "0::Victim||1::Subject-Suspect",
+          "sources": "http://www.stltoday.com/news/local/crime-and-courts/high-ridge-woman-charged-with-killing-boyfriend-dumping-body-in/article_ae35caa6-544f-5f99-b233-c650e6e0d414.html",
+          "state_house_district": 112.0,
+          "state_senate_district": 22.0
+        }
+      },
+      {
+        "scenario_id": "083",
+        "features": {
+          "incident_id": 657074,
+          "date": "2016-09-17",
+          "state": "Ohio",
+          "city_or_county": "Toledo",
+          "address": "North Detroit and Highland",
+          "n_killed": 1,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/657074",
+          "source_url": "http://www.wtol.com/story/33393824/toledo-police-arrest-2-suspects-in-separate-september-murders",
+          "incident_url_fields_missing": "False",
+          "congressional_district": null,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Shot - Dead (murder, accidental, suicide)",
+          "latitude": null,
+          "location_description": null,
+          "longitude": null,
+          "n_guns_involved": 1.0,
+          "notes": "found at Collingwood and Central",
+          "participant_age": "0::28||1::26",
+          "participant_age_group": "0::Adult 18+||1::Adult 18+",
+          "participant_gender": "0::Male||1::Male",
+          "participant_name": "0::Bobby Gittens||1::Darnell Walker",
+          "participant_relationship": null,
+          "participant_status": "0::Killed||1::Unharmed, Arrested",
+          "participant_type": "0::Victim||1::Subject-Suspect",
+          "sources": "http://www.toledoblade.com/Police-Fire/2016/09/17/Man-dies-after-shooting-in-central-Toledo.html||http://www.wtol.com/story/33393824/toledo-police-arrest-2-suspects-in-separate-september-murders",
+          "state_house_district": null,
+          "state_senate_district": null
+        }
+      },
+      {
+        "scenario_id": "084",
+        "features": {
+          "incident_id": 116468,
+          "date": "2014-03-18",
+          "state": "Oregon",
+          "city_or_county": "Hillsboro",
+          "address": " Northwest West Union Road and Dick Road",
+          "n_killed": 0,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/116468",
+          "source_url": "http://www.oregonlive.com/north-of-26/index.ssf/2014/03/hillsboro-area_man_killed_neig.html",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 1.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Animal shot/killed",
+          "latitude": 45.5735,
+          "location_description": null,
+          "longitude": -122.907,
+          "n_guns_involved": null,
+          "notes": "dog shot in yard",
+          "participant_age": null,
+          "participant_age_group": null,
+          "participant_gender": null,
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": null,
+          "participant_type": null,
+          "sources": "http://www.oregonlive.com/north-of-26/index.ssf/2014/03/hillsboro-area_man_killed_neig.html",
+          "state_house_district": 30.0,
+          "state_senate_district": 15.0
+        }
+      },
+      {
+        "scenario_id": "085",
+        "features": {
+          "incident_id": 217293,
+          "date": "2014-01-12",
+          "state": "Georgia",
+          "city_or_county": "Atlanta",
+          "address": "6000 N Terminal Pkwy",
+          "n_killed": 0,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/217293",
+          "source_url": "http://blog.tsa.gov/2014/01/tsa-week-in-review-42-firearms.html",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 5.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "TSA Action",
+          "latitude": 33.6356,
+          "location_description": null,
+          "longitude": -84.4333,
+          "n_guns_involved": null,
+          "notes": "Hartsfield-Jackson Atlanta International Airport",
+          "participant_age": null,
+          "participant_age_group": null,
+          "participant_gender": null,
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": null,
+          "participant_type": null,
+          "sources": "http://blog.tsa.gov/2014/01/tsa-week-in-review-42-firearms.html",
+          "state_house_district": 60.0,
+          "state_senate_district": 34.0
+        }
+      },
+      {
+        "scenario_id": "086",
+        "features": {
+          "incident_id": 320162,
+          "date": "2015-04-01",
+          "state": "Wisconsin",
+          "city_or_county": "Milwaukee",
+          "address": "5300 S Howell Ave",
+          "n_killed": 0,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/320162",
+          "source_url": "http://blog.tsa.gov/",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 4.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::25 Auto",
+          "incident_characteristics": "Non-Shooting Incident||TSA Action",
+          "latitude": 42.9478,
+          "location_description": null,
+          "longitude": -87.9096,
+          "n_guns_involved": 1.0,
+          "notes": null,
+          "participant_age": null,
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Male",
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": "0::Unharmed",
+          "participant_type": "0::Subject-Suspect",
+          "sources": "http://blog.tsa.gov/",
+          "state_house_district": 20.0,
+          "state_senate_district": 7.0
+        }
+      },
+      {
+        "scenario_id": "087",
+        "features": {
+          "incident_id": 1029348,
+          "date": "2018-01-16",
+          "state": "Louisiana",
+          "city_or_county": "Bossier City",
+          "address": "Airline Drive",
+          "n_killed": 0,
+          "n_injured": 1,
+          "incident_url": "http://www.gunviolencearchive.org/incident/1029348",
+          "source_url": "http://www.ksla.com/story/37275136/at-least-1-injured-in-bossier-city-shooting",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 4.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Shot - Wounded/Injured",
+          "latitude": 32.5693,
+          "location_description": null,
+          "longitude": -93.7121,
+          "n_guns_involved": 1.0,
+          "notes": "possible suicide attempt",
+          "participant_age": null,
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Male",
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": "0::Injured",
+          "participant_type": "0::Victim",
+          "sources": "http://www.ksla.com/story/37275136/at-least-1-injured-in-bossier-city-shooting",
+          "state_house_district": 8.0,
+          "state_senate_district": 37.0
+        }
+      },
+      {
+        "scenario_id": "088",
+        "features": {
+          "incident_id": 624456,
+          "date": "2016-08-08",
+          "state": "Pennsylvania",
+          "city_or_county": "Philadelphia",
+          "address": "60th Street and Woodland Avenue",
+          "n_killed": 0,
+          "n_injured": 1,
+          "incident_url": "http://www.gunviolencearchive.org/incident/624456",
+          "source_url": "http://www.philly.com/philly/news/20160809_Man_shot_to_death_in_South_Philadelphia.html",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 1.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Shot - Wounded/Injured||Armed robbery with injury/death and/or evidence of DGU found||Car-jacking",
+          "latitude": 39.9304,
+          "location_description": null,
+          "longitude": -75.2276,
+          "n_guns_involved": null,
+          "notes": "shot during attempt cj",
+          "participant_age": "0::31",
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Male||1::Male",
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": "0::Injured||1::Unharmed",
+          "participant_type": "0::Victim||1::Subject-Suspect",
+          "sources": "http://www.philly.com/philly/news/20160809_Man_shot_to_death_in_South_Philadelphia.html",
+          "state_house_district": null,
+          "state_senate_district": null
+        }
+      },
+      {
+        "scenario_id": "089",
+        "features": {
+          "incident_id": 900888,
+          "date": "2017-07-29",
+          "state": "Illinois",
+          "city_or_county": "Chicago",
+          "address": "5000 block of W Madison",
+          "n_killed": 0,
+          "n_injured": 1,
+          "incident_url": "http://www.gunviolencearchive.org/incident/900888",
+          "source_url": "http://chicago.suntimes.com/news/man-shows-up-at-hospital-after-west-side-shooting/amp/",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 7.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Shot - Wounded/Injured",
+          "latitude": 41.8807,
+          "location_description": "Austin neighborhood",
+          "longitude": -87.7507,
+          "n_guns_involved": 1.0,
+          "notes": "Shoulder, while walking, stable;",
+          "participant_age": "0::23",
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Male",
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": "0::Injured",
+          "participant_type": "0::Victim",
+          "sources": "http://chicago.suntimes.com/news/man-shows-up-at-hospital-after-west-side-shooting/amp/",
+          "state_house_district": 8.0,
+          "state_senate_district": 4.0
+        }
+      },
+      {
+        "scenario_id": "090",
+        "features": {
+          "incident_id": 400876,
+          "date": "2015-08-24",
+          "state": "Massachusetts",
+          "city_or_county": "Boston",
+          "address": "150 Dudley Street",
+          "n_killed": 0,
+          "n_injured": 1,
+          "incident_url": "http://www.gunviolencearchive.org/incident/400876",
+          "source_url": "http://www.necn.com/news/new-england/Police-Investigate-Overnight-Shooting-in-Boston-322658132.html",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 7.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Shot - Wounded/Injured",
+          "latitude": 42.3287,
+          "location_description": null,
+          "longitude": -71.0833,
+          "n_guns_involved": null,
+          "notes": "Roxbury",
+          "participant_age": null,
+          "participant_age_group": null,
+          "participant_gender": "0::Male",
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": "0::Injured",
+          "participant_type": "0::Victim",
+          "sources": "http://www.necn.com/news/new-england/Police-Investigate-Overnight-Shooting-in-Boston-322658132.html",
+          "state_house_district": null,
+          "state_senate_district": null
+        }
+      },
+      {
+        "scenario_id": "091",
+        "features": {
+          "incident_id": 504596,
+          "date": "2016-02-08",
+          "state": "Minnesota",
+          "city_or_county": "Rochester",
+          "address": "851 21st Avenue S.E.",
+          "n_killed": 0,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/504596",
+          "source_url": "http://kimt.com/2016/02/16/rochester-police-arrest-suspects-in-armed-home-invasion/",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 1.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Handgun",
+          "incident_characteristics": "Non-Shooting Incident||Home Invasion||Home Invasion - No death or injury",
+          "latitude": 44.0142,
+          "location_description": null,
+          "longitude": -92.4329,
+          "n_guns_involved": 1.0,
+          "notes": null,
+          "participant_age": "0::20||1::19",
+          "participant_age_group": "0::Adult 18+||1::Adult 18+",
+          "participant_gender": "0::Male||1::Male",
+          "participant_name": "0::Adrick Mims||1::Yasin Susi",
+          "participant_relationship": "0::Home Invasion - Perp Does Not Know Victim||1::Home Invasion - Perp Does Not Know Victim",
+          "participant_status": "0::Unharmed, Arrested||1::Unharmed, Arrested",
+          "participant_type": "0::Subject-Suspect||1::Subject-Suspect",
+          "sources": "http://kimt.com/2016/02/10/3-rochester-students-victims-of-home-invasion/||http://kimt.com/2016/02/16/rochester-police-arrest-suspects-in-armed-home-invasion/",
+          "state_house_district": null,
+          "state_senate_district": 26.0
+        }
+      },
+      {
+        "scenario_id": "092",
+        "features": {
+          "incident_id": 716163,
+          "date": "2016-12-01",
+          "state": "Kentucky",
+          "city_or_county": "Louisville",
+          "address": "14417 Aiken Rd",
+          "n_killed": 0,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/716163",
+          "source_url": "http://www.wlky.com/article/elementary-student-to-be-disciplined-after-bringing-gun-to-school/8413912",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 3.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Non-Shooting Incident||School Incident||Gun at school, no death/injury - elementary/secondary school",
+          "latitude": 38.2687,
+          "location_description": "Stopher Elementary School",
+          "longitude": -85.4856,
+          "n_guns_involved": 1.0,
+          "notes": "fifth grader brought gun to school",
+          "participant_age": null,
+          "participant_age_group": "0::Child 0-11",
+          "participant_gender": "0::Male",
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": "0::Unharmed",
+          "participant_type": "0::Subject-Suspect",
+          "sources": "http://www.wlky.com/article/elementary-student-to-be-disciplined-after-bringing-gun-to-school/8413912",
+          "state_house_district": null,
+          "state_senate_district": null
+        }
+      },
+      {
+        "scenario_id": "093",
+        "features": {
+          "incident_id": 264314,
+          "date": "2014-12-16",
+          "state": "Washington",
+          "city_or_county": "Lynnwood",
+          "address": "19300 block of Locust Way",
+          "n_killed": 0,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/264314",
+          "source_url": "http://blogs.seattletimes.com/today/2014/12/shots-fired-at-would-be-intruder-in-lynnwood/",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 2.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Shots Fired - No Injuries||Non-Shooting Incident||Home Invasion||Home Invasion - No death or injury||Defensive Use||Defensive Use - Victim stops crime||Defensive Use - Shots fired, no injury/death",
+          "latitude": 47.7961,
+          "location_description": null,
+          "longitude": -122.258,
+          "n_guns_involved": null,
+          "notes": null,
+          "participant_age": "0::26",
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Male",
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": "0::Unharmed, Arrested",
+          "participant_type": "0::Subject-Suspect",
+          "sources": "http://blogs.seattletimes.com/today/2014/12/shots-fired-at-would-be-intruder-in-lynnwood/",
+          "state_house_district": 1.0,
+          "state_senate_district": 1.0
+        }
+      },
+      {
+        "scenario_id": "094",
+        "features": {
+          "incident_id": 312412,
+          "date": "2015-03-24",
+          "state": "Louisiana",
+          "city_or_county": "Shreveport",
+          "address": "Pleasant Drive",
+          "n_killed": 0,
+          "n_injured": 1,
+          "incident_url": "http://www.gunviolencearchive.org/incident/312412",
+          "source_url": "http://www.ksla.com/story/28598268/shreveport-police-id-woman-injured-in-early-morning-shooting",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 4.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Shot - Wounded/Injured",
+          "latitude": 32.4598,
+          "location_description": null,
+          "longitude": -93.7944,
+          "n_guns_involved": null,
+          "notes": null,
+          "participant_age": "0::24",
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Female",
+          "participant_name": "0::Breanna Johnson",
+          "participant_relationship": null,
+          "participant_status": "0::Injured",
+          "participant_type": "0::Victim",
+          "sources": "http://www.ksla.com/story/28598268/shreveport-police-id-woman-injured-in-early-morning-shooting",
+          "state_house_district": 3.0,
+          "state_senate_district": 39.0
+        }
+      },
+      {
+        "scenario_id": "095",
+        "features": {
+          "incident_id": 587289,
+          "date": "2016-06-19",
+          "state": "New York",
+          "city_or_county": "Brooklyn",
+          "address": "405 Lefferts Avenue",
+          "n_killed": 0,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/587289",
+          "source_url": "https://www.dnainfo.com/new-york/20160623/crown-heights/crime-blotter-73-year-old-man-assaulted-robbed-by-woman-asking-for-1",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 9.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Shots Fired - No Injuries",
+          "latitude": 40.6626,
+          "location_description": null,
+          "longitude": -73.9478,
+          "n_guns_involved": null,
+          "notes": "near New York Ave, shots fired into home, no inj report",
+          "participant_age": null,
+          "participant_age_group": null,
+          "participant_gender": null,
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": null,
+          "participant_type": null,
+          "sources": "https://www.dnainfo.com/new-york/20160623/crown-heights/crime-blotter-73-year-old-man-assaulted-robbed-by-woman-asking-for-1",
+          "state_house_district": 43.0,
+          "state_senate_district": 20.0
+        }
+      },
+      {
+        "scenario_id": "096",
+        "features": {
+          "incident_id": 291657,
+          "date": "2015-02-10",
+          "state": "California",
+          "city_or_county": "San Jose",
+          "address": "2300 block of Senter Road",
+          "n_killed": 0,
+          "n_injured": 1,
+          "incident_url": "http://www.gunviolencearchive.org/incident/291657",
+          "source_url": "http://www.times-standard.com/general-news/20150210/san-jose-woman-wounded-in-tuesday-night-shooting",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 19.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Shot - Wounded/Injured",
+          "latitude": 37.3093,
+          "location_description": null,
+          "longitude": -121.849,
+          "n_guns_involved": null,
+          "notes": null,
+          "participant_age": null,
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Female",
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": "0::Injured",
+          "participant_type": "0::Victim",
+          "sources": "http://www.times-standard.com/general-news/20150210/san-jose-woman-wounded-in-tuesday-night-shooting",
+          "state_house_district": 27.0,
+          "state_senate_district": 15.0
+        }
+      },
+      {
+        "scenario_id": "097",
+        "features": {
+          "incident_id": 216733,
+          "date": "2014-11-05",
+          "state": "Tennessee",
+          "city_or_county": "Memphis",
+          "address": "Interstate 40",
+          "n_killed": 0,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/216733",
+          "source_url": "http://www.walb.com/story/27298916/heavy-police-presence-near-pyramid",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 9.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Car-jacking",
+          "latitude": 35.1788,
+          "location_description": null,
+          "longitude": -89.8281,
+          "n_guns_involved": null,
+          "notes": "Downtown, woman carjacked near National Civil Rights Museum, suspects crashed near I-40 bridge during police chase, one arrested had shotgun",
+          "participant_age": null,
+          "participant_age_group": "0::Adult 18+||1::Adult 18+||2::Adult 18+||3::Adult 18+",
+          "participant_gender": "0::Female||1::Male||2::Male||3::Male",
+          "participant_name": "1::Brandon Burnes",
+          "participant_relationship": null,
+          "participant_status": "0::Unharmed||1::Unharmed||2::Unharmed||3::Unharmed",
+          "participant_type": "0::Victim||1::Subject-Suspect||2::Subject-Suspect||3::Subject-Suspect",
+          "sources": "http://www.walb.com/story/27298916/heavy-police-presence-near-pyramid",
+          "state_house_district": 97.0,
+          "state_senate_district": 31.0
+        }
+      },
+      {
+        "scenario_id": "099",
+        "features": {
+          "incident_id": 620467,
+          "date": "2016-08-03",
+          "state": "Michigan",
+          "city_or_county": "Detroit",
+          "address": "24500 block of Grand River",
+          "n_killed": 0,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/620467",
+          "source_url": "http://www.wxyz.com/news/detroit-police-ask-for-publics-help-identifying-man-in-connection-to-early-morning-carjacking",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 13.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Non-Shooting Incident||Car-jacking",
+          "latitude": 42.4269,
+          "location_description": null,
+          "longitude": -83.283,
+          "n_guns_involved": null,
+          "notes": "Car-jacking.",
+          "participant_age": "0::24",
+          "participant_age_group": "0::Adult 18+||1::Adult 18+",
+          "participant_gender": "0::Female||1::Male",
+          "participant_name": null,
+          "participant_relationship": "1::Armed Robbery",
+          "participant_status": "0::Unharmed||1::Unharmed",
+          "participant_type": "0::Victim||1::Subject-Suspect",
+          "sources": "http://www.wxyz.com/news/detroit-police-ask-for-publics-help-identifying-man-in-connection-to-early-morning-carjacking",
+          "state_house_district": 10.0,
+          "state_senate_district": 3.0
+        }
+      },
+      {
+        "scenario_id": "100",
+        "features": {
+          "incident_id": 523587,
+          "date": "2016-03-16",
+          "state": "Texas",
+          "city_or_county": "Pilot Point",
+          "address": "300 block of South Church Street",
+          "n_killed": 2,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/523587",
+          "source_url": "http://dallas.suntimes.com/obituaries/7/75/242401/e22586a07232714b8f5aebb2f23e36b6",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 26.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Handgun",
+          "incident_characteristics": "Shot - Dead (murder, accidental, suicide)||Suicide^||Murder/Suicide||Domestic Violence",
+          "latitude": 33.3945,
+          "location_description": null,
+          "longitude": -96.9591,
+          "n_guns_involved": 1.0,
+          "notes": "2 killed by gunfire in murder suicide, two others hit by car",
+          "participant_age": "0::51||1::50",
+          "participant_age_group": "0::Adult 18+||1::Adult 18+",
+          "participant_gender": "0::Female||1::Male",
+          "participant_name": "0::Rhonda Holmes||1::Wilford \"Nemo\" Holmes",
+          "participant_relationship": "1::Significant others - current or former",
+          "participant_status": "0::Killed||1::Killed",
+          "participant_type": "0::Victim||1::Subject-Suspect",
+          "sources": "http://www.nbcdfw.com/news/local/Three-Shot-in-Denton-County-Neighborhood-Police-372297442.html||http://www.wfaa.com/news/crime/four-injured-amid-confusion-at-pilot-point-crime-scene/86058459||http://dallas.suntimes.com/obituaries/7/75/242401/e22586a07232714b8f5aebb2f23e36b6",
+          "state_house_district": 106.0,
+          "state_senate_district": 30.0
+        }
+      },
+      {
+        "scenario_id": "101",
+        "features": {
+          "incident_id": 125047,
+          "date": "2014-04-09",
+          "state": "California",
+          "city_or_county": "Soledad",
+          "address": "Walker and Metz ",
+          "n_killed": 0,
+          "n_injured": 1,
+          "incident_url": "http://www.gunviolencearchive.org/incident/125047",
+          "source_url": "http://www.thecalifornian.com/article/20140414/NEWS09/304140030/Reports-lead-Soledad-police-hunt-shooting-victim",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 20.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Shot - Wounded/Injured",
+          "latitude": 36.4276,
+          "location_description": null,
+          "longitude": -121.321,
+          "n_guns_involved": null,
+          "notes": null,
+          "participant_age": "0::40",
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Male",
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": "0::Injured",
+          "participant_type": "0::Victim",
+          "sources": "http://www.thecalifornian.com/article/20140414/NEWS09/304140030/Reports-lead-Soledad-police-hunt-shooting-victim",
+          "state_house_district": 30.0,
+          "state_senate_district": 12.0
+        }
+      },
+      {
+        "scenario_id": "102",
+        "features": {
+          "incident_id": 531895,
+          "date": "2016-03-31",
+          "state": "Texas",
+          "city_or_county": "Dallas",
+          "address": "3300 block of South Vernon Avenue",
+          "n_killed": 1,
+          "n_injured": 1,
+          "incident_url": "http://www.gunviolencearchive.org/incident/531895",
+          "source_url": "http://www.wfaa.com/news/crime/suspect-in-overnight-murder-arrested/113124740",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 33.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Shot - Wounded/Injured||Shot - Dead (murder, accidental, suicide)",
+          "latitude": 32.7042,
+          "location_description": "Vernon Oaks Apartments",
+          "longitude": -96.8359,
+          "n_guns_involved": null,
+          "notes": "1 killed, 1 inj. This story is developing.",
+          "participant_age": "0::33||1::31||2::29",
+          "participant_age_group": "0::Adult 18+||1::Adult 18+||2::Adult 18+",
+          "participant_gender": "0::Male||1::Male||2::Male",
+          "participant_name": "0::David Sanchez||1::Louis Serena||2::Cortez Bowser",
+          "participant_relationship": null,
+          "participant_status": "0::Killed||1::Injured||2::Unharmed, Arrested",
+          "participant_type": "0::Victim||1::Victim||2::Subject-Suspect",
+          "sources": "http://dfw.cbslocal.com/2016/03/31/one-dead-another-wounded-in-overnight-oak-cliff-shooting/||http://www.wfaa.com/news/crime/suspect-in-overnight-murder-arrested/113124740",
+          "state_house_district": 104.0,
+          "state_senate_district": 23.0
+        }
+      },
+      {
+        "scenario_id": "103",
+        "features": {
+          "incident_id": 433138,
+          "date": "2015-10-16",
+          "state": "South Carolina",
+          "city_or_county": "Union",
+          "address": "Broyce St.",
+          "n_killed": 0,
+          "n_injured": 1,
+          "incident_url": "http://www.gunviolencearchive.org/incident/433138",
+          "source_url": "http://wspa.com/2015/10/19/man-shot-during-robbery-in-union/",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 5.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Shot - Wounded/Injured||Armed robbery with injury/death and/or evidence of DGU found",
+          "latitude": 34.7072,
+          "location_description": null,
+          "longitude": -81.629,
+          "n_guns_involved": null,
+          "notes": null,
+          "participant_age": null,
+          "participant_age_group": "0::Adult 18+||1::Adult 18+",
+          "participant_gender": "0::Male||1::Male",
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": "0::Injured||1::Unharmed",
+          "participant_type": "0::Victim||1::Subject-Suspect",
+          "sources": "http://wspa.com/2015/10/19/man-shot-during-robbery-in-union/",
+          "state_house_district": 42.0,
+          "state_senate_district": 13.0
+        }
+      },
+      {
+        "scenario_id": "104",
+        "features": {
+          "incident_id": 495879,
+          "date": "2016-01-26",
+          "state": "Illinois",
+          "city_or_county": "Kankakee",
+          "address": "700 block of South Poplar Avenue",
+          "n_killed": 0,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/495879",
+          "source_url": "http://www.daily-journal.com/news/crime/no-one-injured-in-drive-by-shooting-in-kankakee/article_eab260bd-0b0f-5f11-9e6e-b3e52fcc7061.html",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 2.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Shots Fired - No Injuries||Drive-by (car to street, car to car)||Possession (gun(s) found during commission of other crimes)",
+          "latitude": 41.111,
+          "location_description": null,
+          "longitude": -87.8501,
+          "n_guns_involved": null,
+          "notes": "No injuries, in drive-by believed to be targeted; numerous shell casings recovered;",
+          "participant_age": null,
+          "participant_age_group": null,
+          "participant_gender": null,
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": null,
+          "participant_type": null,
+          "sources": "http://www.daily-journal.com/news/crime/no-one-injured-in-drive-by-shooting-in-kankakee/article_eab260bd-0b0f-5f11-9e6e-b3e52fcc7061.html",
+          "state_house_district": 79.0,
+          "state_senate_district": 40.0
+        }
+      },
+      {
+        "scenario_id": "105",
+        "features": {
+          "incident_id": 666548,
+          "date": "2016-09-28",
+          "state": "Alabama",
+          "city_or_county": "Mobile",
+          "address": "2300 block of Airport Boulevard",
+          "n_killed": 0,
+          "n_injured": 1,
+          "incident_url": "http://www.gunviolencearchive.org/incident/666548",
+          "source_url": "http://www.al.com/news/mobile/index.ssf/2016/09/man_shot_at_a_gas_station_in_w.html#incart_river_home",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 1.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Shot - Wounded/Injured",
+          "latitude": 30.6768,
+          "location_description": null,
+          "longitude": -88.0952,
+          "n_guns_involved": 1.0,
+          "notes": null,
+          "participant_age": "0::55",
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Male",
+          "participant_name": "0::William \"Rusty\" Hill",
+          "participant_relationship": null,
+          "participant_status": "0::Injured",
+          "participant_type": "0::Victim",
+          "sources": "http://www.al.com/news/mobile/index.ssf/2016/09/man_shot_at_a_gas_station_in_w.html#incart_river_home",
+          "state_house_district": 97.0,
+          "state_senate_district": 33.0
+        }
+      },
+      {
+        "scenario_id": "106",
+        "features": {
+          "incident_id": 635193,
+          "date": "2016-08-20",
+          "state": "Connecticut",
+          "city_or_county": "Bridgeport",
+          "address": "278 Priscilla",
+          "n_killed": 0,
+          "n_injured": 1,
+          "incident_url": "http://www.gunviolencearchive.org/incident/635193",
+          "source_url": "http://www.ctpost.com/local/article/Bridgeport-man-shot-late-Saturday-night-9176103.php",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 4.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Shot - Wounded/Injured||House party",
+          "latitude": 41.2116,
+          "location_description": null,
+          "longitude": -73.1713,
+          "n_guns_involved": 1.0,
+          "notes": "party, shot in buttocks, near midnight 8/20-8/21",
+          "participant_age": null,
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Male",
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": "0::Injured",
+          "participant_type": "0::Victim",
+          "sources": "http://www.ctpost.com/local/article/Bridgeport-man-shot-late-Saturday-night-9176103.php",
+          "state_house_district": 126.0,
+          "state_senate_district": 23.0
+        }
+      },
+      {
+        "scenario_id": "107",
+        "features": {
+          "incident_id": 448012,
+          "date": "2015-10-26",
+          "state": "California",
+          "city_or_county": "San Francisco",
+          "address": "Highway 101",
+          "n_killed": 0,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/448012",
+          "source_url": "http://blog.tsa.gov/search?updated-min=2015-10-01T00:00:00-04:00&updated-max=2015-11-01T00:00:00-04:00&max-results=5",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 12.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "TSA Action",
+          "latitude": 37.7367,
+          "location_description": "SFO",
+          "longitude": -122.408,
+          "n_guns_involved": null,
+          "notes": null,
+          "participant_age": null,
+          "participant_age_group": null,
+          "participant_gender": null,
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": null,
+          "participant_type": null,
+          "sources": "http://blog.tsa.gov/search?updated-min=2015-10-01T00:00:00-04:00&updated-max=2015-11-01T00:00:00-04:00&max-results=5",
+          "state_house_district": 17.0,
+          "state_senate_district": 11.0
+        }
+      },
+      {
+        "scenario_id": "108",
+        "features": {
+          "incident_id": 848668,
+          "date": "2017-05-14",
+          "state": "Illinois",
+          "city_or_county": "Peoria",
+          "address": "600 NE Adams St",
+          "n_killed": 0,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/848668",
+          "source_url": "https://spotcrime.com/crime/93142292-ce3927b160d5678a41c781ef9344153f",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 17.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Shots Fired - No Injuries",
+          "latitude": 40.6957,
+          "location_description": null,
+          "longitude": -89.5835,
+          "n_guns_involved": 1.0,
+          "notes": null,
+          "participant_age": null,
+          "participant_age_group": null,
+          "participant_gender": null,
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": null,
+          "participant_type": null,
+          "sources": "https://spotcrime.com/crime/93142292-ce3927b160d5678a41c781ef9344153f",
+          "state_house_district": 92.0,
+          "state_senate_district": 46.0
+        }
+      },
+      {
+        "scenario_id": "109",
+        "features": {
+          "incident_id": 914620,
+          "date": "2017-07-29",
+          "state": "District of Columbia",
+          "city_or_county": "Washington",
+          "address": "2400 block of Alabama Avenue, Southeast.",
+          "n_killed": 0,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/914620",
+          "source_url": "https://mpdc.dc.gov/release/mpd%E2%80%99s-weekly-firearm-recoveries-july-24th-july-31st",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 1.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::9mm",
+          "incident_characteristics": "Non-Shooting Incident||ATF/LE Confiscation/Raid/Arrest||Brandishing/flourishing/open carry/lost/found",
+          "latitude": 38.8517,
+          "location_description": null,
+          "longitude": -76.9719,
+          "n_guns_involved": 1.0,
+          "notes": null,
+          "participant_age": null,
+          "participant_age_group": null,
+          "participant_gender": null,
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": null,
+          "participant_type": null,
+          "sources": "https://mpdc.dc.gov/release/mpd%E2%80%99s-weekly-firearm-recoveries-july-24th-july-31st",
+          "state_house_district": null,
+          "state_senate_district": null
+        }
+      },
+      {
+        "scenario_id": "110",
+        "features": {
+          "incident_id": 143419,
+          "date": "2014-05-29",
+          "state": "Georgia",
+          "city_or_county": "Warner Robins",
+          "address": "Utah Avenue",
+          "n_killed": 1,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/143419",
+          "source_url": "http://www.macon.com/2014/08/27/3271763_houston-grand-jury-indicts-macon.html",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 8.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Shot - Dead (murder, accidental, suicide)",
+          "latitude": 32.6336,
+          "location_description": null,
+          "longitude": -83.6251,
+          "n_guns_involved": null,
+          "notes": "man shot multiple times outside home and later died",
+          "participant_age": "0::34||1::27||2::8||3::22",
+          "participant_age_group": "0::Adult 18+||1::Adult 18+||2::Child 0-11||3::Adult 18+",
+          "participant_gender": "0::Male||1::Female||2::Female||3::Male",
+          "participant_name": "0::Marcus Hopkins||1::Raveen Dinkins||3::Jade Danielly",
+          "participant_relationship": null,
+          "participant_status": "0::Killed||1::Unharmed||2::Unharmed||3::Unharmed",
+          "participant_type": "0::Victim||1::Victim||2::Victim||3::Subject-Suspect",
+          "sources": "http://www.macon.com/2014/05/30/3122957/macon-man-arrested-in-warner-robins.html||http://www.macon.com/2014/08/27/3271763_houston-grand-jury-indicts-macon.html",
+          "state_house_district": 147.0,
+          "state_senate_district": 20.0
+        }
+      },
+      {
+        "scenario_id": "111",
+        "features": {
+          "incident_id": 962111,
+          "date": "2017-10-17",
+          "state": "Wisconsin",
+          "city_or_county": "Milwaukee",
+          "address": "2300 block of N. 6th Street",
+          "n_killed": 0,
+          "n_injured": 1,
+          "incident_url": "http://www.gunviolencearchive.org/incident/962111",
+          "source_url": "http://www.milwaukeepolicenews.com/mpd-investigating-october-17-north-side-shooting/?ajax=1",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 4.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Shot - Wounded/Injured",
+          "latitude": 43.0604,
+          "location_description": null,
+          "longitude": -87.9185,
+          "n_guns_involved": 1.0,
+          "notes": "10:10 a.m.",
+          "participant_age": "0::45",
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Male",
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": "0::Injured",
+          "participant_type": "0::Victim",
+          "sources": "http://www.milwaukeepolicenews.com/mpd-investigating-october-17-north-side-shooting/?ajax=1",
+          "state_house_district": 16.0,
+          "state_senate_district": 6.0
+        }
+      },
+      {
+        "scenario_id": "112",
+        "features": {
+          "incident_id": 347893,
+          "date": "2015-05-24",
+          "state": "Montana",
+          "city_or_county": "Frazer",
+          "address": null,
+          "n_killed": 1,
+          "n_injured": 1,
+          "incident_url": "http://www.gunviolencearchive.org/incident/347893",
+          "source_url": "http://www.kxly.com/news/northwest/teen-hospitalized-in-good-condition-after-weekend-shooting/33223832",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 1.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Shot - Wounded/Injured||Shot - Dead (murder, accidental, suicide)||Attempted Murder/Suicide (one variable unsuccessful)||Domestic Violence",
+          "latitude": 48.0614,
+          "location_description": null,
+          "longitude": -106.042,
+          "n_guns_involved": null,
+          "notes": "Shot and injured daughter, then fatally shot self.",
+          "participant_age": "0::16",
+          "participant_age_group": "0::Teen 12-17||1::Adult 18+",
+          "participant_gender": "0::Female||1::Male",
+          "participant_name": "0::Rebecca Rahn||1::Raymond Rahn",
+          "participant_relationship": "1::Family",
+          "participant_status": "0::Injured||1::Killed",
+          "participant_type": "0::Victim||1::Subject-Suspect",
+          "sources": "http://www.kxly.com/news/northwest/teen-hospitalized-in-good-condition-after-weekend-shooting/33223832",
+          "state_house_district": null,
+          "state_senate_district": null
+        }
+      },
+      {
+        "scenario_id": "113",
+        "features": {
+          "incident_id": 353414,
+          "date": "2015-06-07",
+          "state": "Michigan",
+          "city_or_county": "Saginaw",
+          "address": "2400 block of Schaefer Street",
+          "n_killed": 0,
+          "n_injured": 1,
+          "incident_url": "http://www.gunviolencearchive.org/incident/353414",
+          "source_url": "http://www.mlive.com/news/saginaw/index.ssf/2015/06/22-year-old_charged_in_robbery.html?utm_source=feedburner&utm_medium=feed&utm_campaign=Feed%3A+saginaw_news+%28Saginaw+News+-+MLive.com%29",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 5.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Shot - Wounded/Injured||Armed robbery with injury/death and/or evidence of DGU found||Possession (gun(s) found during commission of other crimes)",
+          "latitude": 43.4391,
+          "location_description": null,
+          "longitude": -83.951,
+          "n_guns_involved": 1.0,
+          "notes": "Person forced to lie on ground in robbery, then shot, hand; shooter in custody, charged w/ 2 life offenses, other felonies.",
+          "participant_age": "1::21",
+          "participant_age_group": "0::Adult 18+||1::Adult 18+",
+          "participant_gender": "0::Male||1::Male",
+          "participant_name": "1::Antoine D. Morris",
+          "participant_relationship": null,
+          "participant_status": "0::Injured||1::Unharmed, Arrested",
+          "participant_type": "0::Victim||1::Subject-Suspect",
+          "sources": "http://www.abc12.com/home/headlines/Saginaw-County-Shooting-Investigation-306406691.html||http://www.mlive.com/news/saginaw/index.ssf/2015/06/report_saginaw_police_make_arr.html?utm_source=feedburner&utm_medium=feed&utm_campaign=Feed%3A+saginaw_news+%28Saginaw+News+-+MLive.com%29||http://www.mlive.com/news/saginaw/index.ssf/2015/06/22-year-old_charged_in_robbery.html?utm_source=feedburner&utm_medium=feed&utm_campaign=Feed%3A+saginaw_news+%28Saginaw+News+-+MLive.com%29",
+          "state_house_district": 95.0,
+          "state_senate_district": 32.0
+        }
+      },
+      {
+        "scenario_id": "114",
+        "features": {
+          "incident_id": 917321,
+          "date": "2017-08-20",
+          "state": "Tennessee",
+          "city_or_county": "Memphis",
+          "address": "1000 block of National Street",
+          "n_killed": 0,
+          "n_injured": 1,
+          "incident_url": "http://www.gunviolencearchive.org/incident/917321",
+          "source_url": "http://www.wmcactionnews5.com/story/36177195/man-critical-after-shooting-on-national-street",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 9.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Shot - Wounded/Injured",
+          "latitude": 35.1594,
+          "location_description": null,
+          "longitude": -89.9475,
+          "n_guns_involved": 1.0,
+          "notes": null,
+          "participant_age": null,
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Male",
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": "0::Injured",
+          "participant_type": "0::Victim",
+          "sources": "http://www.wmcactionnews5.com/story/36177195/man-critical-after-shooting-on-national-street",
+          "state_house_district": 93.0,
+          "state_senate_district": 30.0
+        }
+      },
+      {
+        "scenario_id": "115",
+        "features": {
+          "incident_id": 279881,
+          "date": "2015-01-16",
+          "state": "Oklahoma",
+          "city_or_county": "Oklahoma City",
+          "address": "NW 63rd and Santa Fe",
+          "n_killed": 1,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/279881",
+          "source_url": "http://www.news9.com/story/27893349/okc-police-identify-alleged-robber-shot-killed-by-victim",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 5.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Shot - Dead (murder, accidental, suicide)||Defensive Use||Defensive Use - Crime occurs, victim shoots subject/suspect/perpetrator||Concealed Carry License - Victim",
+          "latitude": 35.5369,
+          "location_description": null,
+          "longitude": -97.512,
+          "n_guns_involved": null,
+          "notes": null,
+          "participant_age": "0::21||1::21",
+          "participant_age_group": "0::Adult 18+||1::Adult 18+",
+          "participant_gender": "0::Male||1::Male",
+          "participant_name": "0::Braylen Brown||1::Quantrell Lawrence",
+          "participant_relationship": null,
+          "participant_status": "0::Unharmed||1::Killed",
+          "participant_type": "0::Victim||1::Subject-Suspect",
+          "sources": "http://www.koco.com/news/police-responding-to-attempted-robbery-turned-shooting/30768012||http://www.news9.com/story/27893349/okc-police-identify-alleged-robber-shot-killed-by-victim",
+          "state_house_district": 97.0,
+          "state_senate_district": 48.0
+        }
+      },
+      {
+        "scenario_id": "116",
+        "features": {
+          "incident_id": 323384,
+          "date": "2015-04-13",
+          "state": "Wisconsin",
+          "city_or_county": "Menomonee Falls",
+          "address": "N78 W14531 Appleton Avenue",
+          "n_killed": 0,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/323384",
+          "source_url": "http://fox6now.com/2015/04/14/police-two-suspects-sought-in-attempted-carjacking-in-menomonee-falls/",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 5.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Non-Shooting Incident||Car-jacking||Brandishing/flourishing/open carry/lost/found",
+          "latitude": 43.1591,
+          "location_description": null,
+          "longitude": -88.0928,
+          "n_guns_involved": null,
+          "notes": "JoAnn Fabric, North Pointe Shopping Center parking lot, attempted cj with long barreled gun, 4yo daughter in car, escaped by stepping on gas",
+          "participant_age": "0::34",
+          "participant_age_group": "0::Adult 18+||1::Adult 18+",
+          "participant_gender": "0::Female||1::Male",
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": "0::Unharmed||1::Unharmed",
+          "participant_type": "0::Victim||1::Subject-Suspect",
+          "sources": "http://fox6now.com/2015/04/14/police-two-suspects-sought-in-attempted-carjacking-in-menomonee-falls/",
+          "state_house_district": 22.0,
+          "state_senate_district": 8.0
+        }
+      },
+      {
+        "scenario_id": "117",
+        "features": {
+          "incident_id": 117534,
+          "date": "2014-03-10",
+          "state": "New York",
+          "city_or_county": "Seneca Falls",
+          "address": "13 Van Rensselaer St",
+          "n_killed": 0,
+          "n_injured": 1,
+          "incident_url": "http://www.gunviolencearchive.org/incident/117534",
+          "source_url": "http://www.syracuse.com/news/index.ssf/2014/03/seneca_county_man_arrested_for_shooting_teen_girl_in_eye_with_bb_gun.html",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 23.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Shot - Wounded/Injured",
+          "latitude": 42.9029,
+          "location_description": null,
+          "longitude": -76.8086,
+          "n_guns_involved": null,
+          "notes": null,
+          "participant_age": "1:43",
+          "participant_age_group": "0:Teen 12-17|1:Adult 18+",
+          "participant_gender": "0:Female|1:Male",
+          "participant_name": "1:John T. Rimmer",
+          "participant_relationship": null,
+          "participant_status": "0:Injured|1:Unharmed",
+          "participant_type": "0:Victim|1:Subject-Suspect",
+          "sources": "http://www.syracuse.com/news/index.ssf/2014/03/seneca_county_man_arrested_for_shooting_teen_girl_in_eye_with_bb_gun.html",
+          "state_house_district": 131.0,
+          "state_senate_district": 54.0
+        }
+      },
+      {
+        "scenario_id": "118",
+        "features": {
+          "incident_id": 543872,
+          "date": "2016-04-19",
+          "state": "Massachusetts",
+          "city_or_county": "Boston",
+          "address": "33 Bethune Way",
+          "n_killed": 0,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/543872",
+          "source_url": "http://www.universalhub.com/crime/20160419/shots-fire-roxbury",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 7.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Shots Fired - No Injuries",
+          "latitude": 42.3291,
+          "location_description": null,
+          "longitude": -71.0807,
+          "n_guns_involved": null,
+          "notes": "Roxbury",
+          "participant_age": null,
+          "participant_age_group": null,
+          "participant_gender": null,
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": null,
+          "participant_type": null,
+          "sources": "http://www.universalhub.com/crime/20160419/shots-fire-roxbury",
+          "state_house_district": null,
+          "state_senate_district": null
+        }
+      },
+      {
+        "scenario_id": "119",
+        "features": {
+          "incident_id": 272011,
+          "date": "2015-01-01",
+          "state": "Maryland",
+          "city_or_county": "College Park",
+          "address": "9600 block of Milestone Way",
+          "n_killed": 1,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/272011",
+          "source_url": "http://www.nbcwashington.com/news/local/Man-Shot-to-Death-in-Beltsville-Just-Hours-After-New-Year-Begins-287279251.html",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 5.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Shot - Dead (murder, accidental, suicide)",
+          "latitude": 39.0222,
+          "location_description": null,
+          "longitude": -76.9263,
+          "n_guns_involved": null,
+          "notes": "Found in parking garage",
+          "participant_age": null,
+          "participant_age_group": null,
+          "participant_gender": "0::Male",
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": "0::Killed",
+          "participant_type": "0::Victim",
+          "sources": "http://www.nbcwashington.com/news/local/Man-Shot-to-Death-in-Beltsville-Just-Hours-After-New-Year-Begins-287279251.html",
+          "state_house_district": 21.0,
+          "state_senate_district": 21.0
+        }
+      },
+      {
+        "scenario_id": "120",
+        "features": {
+          "incident_id": 644169,
+          "date": "2016-08-30",
+          "state": "Illinois",
+          "city_or_county": "Peoria",
+          "address": "1907 N. Dechman Ave",
+          "n_killed": 0,
+          "n_injured": 1,
+          "incident_url": "http://www.gunviolencearchive.org/incident/644169",
+          "source_url": "http://www.pjstar.com/news/20160831/overnight-gunfire-across-peoria-sends-several-to-hospital",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 17.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Shot - Wounded/Injured",
+          "latitude": 40.7105,
+          "location_description": "East Bluff",
+          "longitude": -89.5929,
+          "n_guns_involved": 1.0,
+          "notes": "Man shot, head, shoulder; Shotspotter alert;",
+          "participant_age": "0::22",
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Male",
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": "0::Injured",
+          "participant_type": "0::Victim",
+          "sources": "http://www.pjstar.com/news/20160831/overnight-gunfire-across-peoria-sends-several-to-hospital",
+          "state_house_district": 92.0,
+          "state_senate_district": 46.0
+        }
+      },
+      {
+        "scenario_id": "121",
+        "features": {
+          "incident_id": 1008575,
+          "date": "2017-12-16",
+          "state": "Louisiana",
+          "city_or_county": "Prairieville",
+          "address": "Mission St",
+          "n_killed": 1,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/1008575",
+          "source_url": "http://www.wafb.com/story/37082187/detectives-investigating-pajama-party-turned-deadly",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 6.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Shot - Dead (murder, accidental, suicide)",
+          "latitude": 30.2676,
+          "location_description": null,
+          "longitude": -90.9891,
+          "n_guns_involved": 1.0,
+          "notes": "pajama party",
+          "participant_age": "0::30",
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Male",
+          "participant_name": "0::Acklin Jackson",
+          "participant_relationship": null,
+          "participant_status": "0::Killed",
+          "participant_type": "0::Victim",
+          "sources": "http://www.wafb.com/story/37082187/detectives-investigating-pajama-party-turned-deadly",
+          "state_house_district": 59.0,
+          "state_senate_district": 18.0
+        }
+      },
+      {
+        "scenario_id": "122",
+        "features": {
+          "incident_id": 222057,
+          "date": "2014-11-16",
+          "state": "Michigan",
+          "city_or_county": "Ann Arbor",
+          "address": "200 block of South State Street",
+          "n_killed": 0,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/222057",
+          "source_url": "http://www.mlive.com/news/ann-arbor/index.ssf/2014/11/man_arrested_in_ann_arbor_sund.html",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 12.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Possession (gun(s) found during commission of other crimes)",
+          "latitude": 42.2802,
+          "location_description": null,
+          "longitude": -83.7409,
+          "n_guns_involved": null,
+          "notes": "Intoxicated man illegally in possession on gun.",
+          "participant_age": "0::23",
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Male",
+          "participant_name": "0::Nickolas Simmons",
+          "participant_relationship": null,
+          "participant_status": "0::Unharmed",
+          "participant_type": "0::Subject-Suspect",
+          "sources": "http://www.mlive.com/news/ann-arbor/index.ssf/2014/11/man_arrested_in_ann_arbor_sund.html",
+          "state_house_district": 53.0,
+          "state_senate_district": 18.0
+        }
+      },
+      {
+        "scenario_id": "123",
+        "features": {
+          "incident_id": 1059639,
+          "date": "2018-02-26",
+          "state": "Massachusetts",
+          "city_or_county": "New Bedford",
+          "address": "County St and Kempton St",
+          "n_killed": 0,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/1059639",
+          "source_url": "https://www.newbedfordguide.com/new-bedford-police-take-handgun-off-street-make-arrest/2018/02/27",
+          "incident_url_fields_missing": "False",
+          "congressional_district": null,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::9mm",
+          "incident_characteristics": "Non-Shooting Incident||ATF/LE Confiscation/Raid/Arrest||Possession (gun(s) found during commission of other crimes)",
+          "latitude": null,
+          "location_description": null,
+          "longitude": null,
+          "n_guns_involved": 1.0,
+          "notes": "S&W 9mm",
+          "participant_age": "0::18",
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Male",
+          "participant_name": "0::Zahkuan Sweeting Bailey",
+          "participant_relationship": null,
+          "participant_status": "0::Unharmed, Arrested",
+          "participant_type": "0::Subject-Suspect",
+          "sources": "https://www.newbedfordguide.com/new-bedford-police-take-handgun-off-street-make-arrest/2018/02/27",
+          "state_house_district": null,
+          "state_senate_district": null
+        }
+      },
+      {
+        "scenario_id": "124",
+        "features": {
+          "incident_id": 102592,
+          "date": "2014-01-31",
+          "state": "Oregon",
+          "city_or_county": "Mcminnville",
+          "address": " Northwest 18th Street and Michelbook Lane",
+          "n_killed": 0,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/102592",
+          "source_url": "http://www.oregonlive.com/pacific-northwest-news/index.ssf/2014/01/jogger_fights_back_probably_in.html",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 1.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Armed robbery with injury/death and/or evidence of DGU found",
+          "latitude": 45.2205,
+          "location_description": null,
+          "longitude": -123.207,
+          "n_guns_involved": null,
+          "notes": null,
+          "participant_age": "0::18",
+          "participant_age_group": "0::Adult 18+||1::Adult 18+||2::Adult 18+||3::Adult 18+",
+          "participant_gender": "0::Male||1::Male||2::Male||3::Male",
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": "0::Unharmed||1::Unharmed||2::Unharmed||3::Unharmed",
+          "participant_type": "0::Victim||1::Subject-Suspect||2::Subject-Suspect||3::Subject-Suspect",
+          "sources": "http://www.oregonlive.com/pacific-northwest-news/index.ssf/2014/01/jogger_fights_back_probably_in.html",
+          "state_house_district": 24.0,
+          "state_senate_district": 12.0
+        }
+      },
+      {
+        "scenario_id": "125",
+        "features": {
+          "incident_id": 571775,
+          "date": "2016-06-03",
+          "state": "Georgia",
+          "city_or_county": "Savannah",
+          "address": "2200 block of Bonaventure Road",
+          "n_killed": 0,
+          "n_injured": 1,
+          "incident_url": "http://www.gunviolencearchive.org/incident/571775",
+          "source_url": "http://savannahnow.com/crime-courts-news/2016-06-03/update-police-seek-suspects-savannah-home-invasion",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 1.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Shot - Wounded/Injured||Home Invasion||Home Invasion - Resident injured",
+          "latitude": 32.0474,
+          "location_description": null,
+          "longitude": -81.0592,
+          "n_guns_involved": null,
+          "notes": "HI",
+          "participant_age": null,
+          "participant_age_group": null,
+          "participant_gender": "0::Male",
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": "0::Injured",
+          "participant_type": "0::Victim",
+          "sources": "http://savannahnow.com/crime-courts-news/2016-06-03/update-police-seek-suspects-savannah-home-invasion",
+          "state_house_district": 165.0,
+          "state_senate_district": 2.0
+        }
+      },
+      {
+        "scenario_id": "126",
+        "features": {
+          "incident_id": 935754,
+          "date": "2017-09-15",
+          "state": "Missouri",
+          "city_or_county": "Saint Louis",
+          "address": null,
+          "n_killed": 0,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/935754",
+          "source_url": "https://twitter.com/SLMPD/status/908937558779924480",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 1.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Handgun",
+          "incident_characteristics": "Non-Shooting Incident||ATF/LE Confiscation/Raid/Arrest||Possession (gun(s) found during commission of other crimes)",
+          "latitude": 38.6303,
+          "location_description": "\"Central West End\"",
+          "longitude": -90.1936,
+          "n_guns_involved": 1.0,
+          "notes": "Firearm recovered during Stockley verdict protests in Central West End.",
+          "participant_age": null,
+          "participant_age_group": null,
+          "participant_gender": null,
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": null,
+          "participant_type": null,
+          "sources": "https://twitter.com/SLMPD/status/908937558779924480",
+          "state_house_district": 78.0,
+          "state_senate_district": 5.0
+        }
+      },
+      {
+        "scenario_id": "127",
+        "features": {
+          "incident_id": 563601,
+          "date": "2016-05-18",
+          "state": "Mississippi",
+          "city_or_county": "Jackson",
+          "address": "Beasley Road",
+          "n_killed": 0,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/563601",
+          "source_url": "http://wjtv.com/2016/05/19/woman-speaks-out-about-robbing-and-kidnapping/",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 2.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Non-Shooting Incident||Sex crime involving firearm||Kidnapping/abductions/hostage||Brandishing/flourishing/open carry/lost/found",
+          "latitude": 32.385,
+          "location_description": null,
+          "longitude": -90.1876,
+          "n_guns_involved": null,
+          "notes": null,
+          "participant_age": null,
+          "participant_age_group": null,
+          "participant_gender": "0::Female||1::Male||2::Male",
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": "0::Unharmed||1::Unharmed||2::Unharmed",
+          "participant_type": "0::Victim||1::Subject-Suspect||2::Subject-Suspect",
+          "sources": "http://wjtv.com/2016/05/19/woman-speaks-out-about-robbing-and-kidnapping/",
+          "state_house_district": 72.0,
+          "state_senate_district": 26.0
+        }
+      },
+      {
+        "scenario_id": "128",
+        "features": {
+          "incident_id": 411470,
+          "date": "2015-09-08",
+          "state": "Washington",
+          "city_or_county": "Seattle",
+          "address": "400 block of 26 Ave.",
+          "n_killed": 0,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/411470",
+          "source_url": "http://spdblotter.seattle.gov/2015/09/09/central-district-arrest-leads-to-narcotics-and-stolen-gun/",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 9.0,
+          "gun_stolen": "0::Stolen",
+          "gun_type": "0::40 SW",
+          "incident_characteristics": "Non-Shooting Incident||Drug involvement||ATF/LE Confiscation/Raid/Arrest||Possession (gun(s) found during commission of other crimes)||Possession of gun by felon or prohibited person||Stolen/Illegally owned gun{s} recovered during arrest/warrant",
+          "latitude": 47.6061,
+          "location_description": null,
+          "longitude": -122.299,
+          "n_guns_involved": 1.0,
+          "notes": ".40 cal handgun, stolen from a Tacoma home a few days previous.",
+          "participant_age": "0::24",
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Male",
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": "0::Unharmed, Arrested",
+          "participant_type": "0::Subject-Suspect",
+          "sources": "http://spdblotter.seattle.gov/2015/09/09/central-district-arrest-leads-to-narcotics-and-stolen-gun/",
+          "state_house_district": 37.0,
+          "state_senate_district": 37.0
+        }
+      },
+      {
+        "scenario_id": "129",
+        "features": {
+          "incident_id": 913505,
+          "date": "2017-08-14",
+          "state": "Kansas",
+          "city_or_county": "Topeka",
+          "address": "2300 block of SE California Ave",
+          "n_killed": 0,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/913505",
+          "source_url": "http://www.wibw.com/content/news/Chase-suspect-apprehended-in-Oakland-Neighborhood--440437623.html",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 2.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Non-Shooting Incident||ATF/LE Confiscation/Raid/Arrest||Possession (gun(s) found during commission of other crimes)",
+          "latitude": 39.0256,
+          "location_description": null,
+          "longitude": -95.6513,
+          "n_guns_involved": 1.0,
+          "notes": "Gun recovered following pursuit.",
+          "participant_age": "0::37",
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Male",
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": "0::Unharmed, Arrested",
+          "participant_type": "0::Subject-Suspect",
+          "sources": "http://www.wibw.com/content/news/Chase-suspect-apprehended-in-Oakland-Neighborhood--440437623.html",
+          "state_house_district": 58.0,
+          "state_senate_district": 19.0
+        }
+      },
+      {
+        "scenario_id": "130",
+        "features": {
+          "incident_id": 544316,
+          "date": "2016-03-09",
+          "state": "Louisiana",
+          "city_or_county": "Metairie",
+          "address": "1000 block of Aurora Avenue",
+          "n_killed": 0,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/544316",
+          "source_url": "http://www.nola.com/crime/index.ssf/2016/04/suspect_in_metairie_mandeville.html#incart_river_index",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 1.0,
+          "gun_stolen": "0::Stolen||1::Stolen||2::Stolen||3::Stolen||4::Stolen||5::Stolen||6::Stolen||7::Stolen||8::Stolen||9::Stolen||10::Stolen||11::Stolen||12::Stolen||13::Stolen",
+          "gun_type": "0::223 Rem [AR-15]||1::Shotgun||2::Shotgun||3::Shotgun||4::Rifle||5::Rifle||6::Rifle||7::Rifle||8::Rifle||9::Rifle||10::Handgun||11::Handgun||12::Handgun||13::Handgun",
+          "incident_characteristics": "Non-Shooting Incident||Possession of gun by felon or prohibited person||Gun(s) stolen from owner",
+          "latitude": 30.0067,
+          "location_description": null,
+          "longitude": -90.14,
+          "n_guns_involved": 14.0,
+          "notes": "14 guns stolen from police officer's house, including an AR-15 assault rifle, 6 other rifles & 3 shotguns. Three guns have been recovered as well as others.",
+          "participant_age": "0::30||1::30",
+          "participant_age_group": "0::Adult 18+||1::Adult 18+",
+          "participant_gender": "0::Male||1::Male",
+          "participant_name": "0::Brian Ernst||1::Raymond Kimble III",
+          "participant_relationship": null,
+          "participant_status": "0::Unharmed, Arrested||1::Unharmed, Arrested",
+          "participant_type": "0::Subject-Suspect||1::Subject-Suspect",
+          "sources": "http://www.nola.com/crime/index.ssf/2016/04/14_guns_electronics_stolen_in.html#incart_river_index||http://www.nola.com/crime/index.ssf/2016/04/suspect_in_metairie_mandeville.html#incart_river_index",
+          "state_house_district": 80.0,
+          "state_senate_district": 9.0
+        }
+      },
+      {
+        "scenario_id": "131",
+        "features": {
+          "incident_id": 699226,
+          "date": "2016-11-11",
+          "state": "Georgia",
+          "city_or_county": "Dekalb (county)",
+          "address": "County Road 9055",
+          "n_killed": 0,
+          "n_injured": 2,
+          "incident_url": "http://www.gunviolencearchive.org/incident/699226",
+          "source_url": "http://www.northwestgeorgianews.com/cherokee_county/two-shot-and-two-stabbed-in-dekalb-county/article_588b8090-a915-11e6-881c-bbf52c818c67.html",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 4.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Shot - Wounded/Injured||Drive-by (car to street, car to car)",
+          "latitude": 33.7956,
+          "location_description": null,
+          "longitude": -84.2279,
+          "n_guns_involved": 1.0,
+          "notes": null,
+          "participant_age": null,
+          "participant_age_group": "0::Adult 18+||1::Teen 12-17",
+          "participant_gender": "0::Male",
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": "0::Injured||1::Injured",
+          "participant_type": "0::Victim||1::Victim",
+          "sources": "http://www.northwestgeorgianews.com/cherokee_county/two-shot-and-two-stabbed-in-dekalb-county/article_588b8090-a915-11e6-881c-bbf52c818c67.html",
+          "state_house_district": 86.0,
+          "state_senate_district": 41.0
+        }
+      },
+      {
+        "scenario_id": "132",
+        "features": {
+          "incident_id": 872756,
+          "date": "2017-06-16",
+          "state": "Virginia",
+          "city_or_county": "Fredericksburg",
+          "address": "Altoona Dr",
+          "n_killed": 0,
+          "n_injured": 1,
+          "incident_url": "http://www.gunviolencearchive.org/incident/872756",
+          "source_url": "http://www.fredericksburg.com/news/crime_courts/fredericksburg-police-investigating-teen-s-accidental-shooting/article_5183701f-d369-5bbb-a412-3c23392e22ca.html",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 1.0,
+          "gun_stolen": "0::Unknown||1::Unknown",
+          "gun_type": "0::Handgun||1::Handgun",
+          "incident_characteristics": "Shot - Wounded/Injured||Non-Aggression Incident||Accidental Shooting||Accidental Shooting - Injury||Accidental/Negligent Discharge||Playing with gun",
+          "latitude": 38.2932,
+          "location_description": null,
+          "longitude": -77.4979,
+          "n_guns_involved": 2.0,
+          "notes": "AD shot cousin in neck with revolver, 2 handguns recover from home",
+          "participant_age": "0::13||1::16",
+          "participant_age_group": "0::Teen 12-17||1::Teen 12-17",
+          "participant_gender": "0::Male||1::Male",
+          "participant_name": null,
+          "participant_relationship": "1::Family",
+          "participant_status": "0::Injured||1::Unharmed",
+          "participant_type": "0::Victim||1::Subject-Suspect",
+          "sources": "http://www.fredericksburg.com/news/crime_courts/fredericksburg-police-investigating-teen-s-accidental-shooting/article_5183701f-d369-5bbb-a412-3c23392e22ca.html",
+          "state_house_district": 88.0,
+          "state_senate_district": 17.0
+        }
+      },
+      {
+        "scenario_id": "133",
+        "features": {
+          "incident_id": 1011299,
+          "date": "2017-12-20",
+          "state": "Florida",
+          "city_or_county": "Jacksonville",
+          "address": "1591 Lane Ave S",
+          "n_killed": 1,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/1011299",
+          "source_url": "https://www.news4jax.com/news/local/jacksonville/jacksonville-shot-dead-at-westside-apartment-complex",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 5.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Shot - Dead (murder, accidental, suicide)",
+          "latitude": 30.2918,
+          "location_description": "Camelot Gardens Apartments",
+          "longitude": -81.7522,
+          "n_guns_involved": 1.0,
+          "notes": null,
+          "participant_age": "0::28",
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Male",
+          "participant_name": "0::DeAngelo Dominique Tillie",
+          "participant_relationship": null,
+          "participant_status": "0::Killed",
+          "participant_type": "0::Victim",
+          "sources": "https://www.news4jax.com/news/local/jacksonville/jacksonville-police-investigate-death-in-hyde-park||https://www.news4jax.com/news/local/jacksonville/jacksonville-shot-dead-at-westside-apartment-complex",
+          "state_house_district": 14.0,
+          "state_senate_district": 6.0
+        }
+      },
+      {
+        "scenario_id": "134",
+        "features": {
+          "incident_id": 347004,
+          "date": "2015-05-25",
+          "state": "South Carolina",
+          "city_or_county": "Rock Hill",
+          "address": "Crawford Road",
+          "n_killed": 0,
+          "n_injured": 1,
+          "incident_url": "http://www.gunviolencearchive.org/incident/347004",
+          "source_url": "http://www.heraldonline.com/news/local/crime/article22360197.html",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 5.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Shot - Wounded/Injured||Accidental Shooting||Accidental Shooting - Injury||Accidental/Negligent Discharge||Playing with gun",
+          "latitude": 34.9115,
+          "location_description": null,
+          "longitude": -81.049,
+          "n_guns_involved": null,
+          "notes": "party, large group of people playing with gun, dropped accidentally shot vic in foot",
+          "participant_age": "0::17",
+          "participant_age_group": "0::Teen 12-17",
+          "participant_gender": "0::Male",
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": "0::Injured",
+          "participant_type": "0::Victim",
+          "sources": "http://www.heraldonline.com/news/local/crime/article22360197.html",
+          "state_house_district": 49.0,
+          "state_senate_district": 17.0
+        }
+      },
+      {
+        "scenario_id": "135",
+        "features": {
+          "incident_id": 915104,
+          "date": "2017-08-17",
+          "state": "Arizona",
+          "city_or_county": "Phoenix",
+          "address": "2601 E Roosevelt St",
+          "n_killed": 1,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/915104",
+          "source_url": "http://www.azcentral.com/story/news/local/phoenix/2017/08/18/man-shot-dead-police-after-wielding-knives-hospital-idd/580661001/",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 7.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Shot - Dead (murder, accidental, suicide)||Institution/Group/Business||Officer Involved Incident||Officer Involved Shooting - subject/suspect/perpetrator killed||Officer Involved Shooting - subject/suspect/perpetrator unarmed",
+          "latitude": 33.4576,
+          "location_description": "Maricopa Medical Center",
+          "longitude": -112.026,
+          "n_guns_involved": 1.0,
+          "notes": "subject waving knife",
+          "participant_age": "0::28",
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Male",
+          "participant_name": "0::Edgar Ramirez Carreto",
+          "participant_relationship": null,
+          "participant_status": "0::Killed",
+          "participant_type": "0::Subject-Suspect",
+          "sources": "http://www.azcentral.com/story/news/local/phoenix-breaking/2017/08/17/phoenix-police-shooting-injure-suspect/576002001/||http://www.azcentral.com/story/news/local/phoenix/2017/08/18/man-shot-dead-police-after-wielding-knives-hospital-idd/580661001/",
+          "state_house_district": 27.0,
+          "state_senate_district": 27.0
+        }
+      },
+      {
+        "scenario_id": "136",
+        "features": {
+          "incident_id": 122091,
+          "date": "2014-04-02",
+          "state": "Louisiana",
+          "city_or_county": "Houma",
+          "address": "3600 block of Thomas Drive ",
+          "n_killed": 0,
+          "n_injured": 1,
+          "incident_url": "http://www.gunviolencearchive.org/incident/122091",
+          "source_url": "http://www.wwltv.com/news/lafourche-terrebonne/One-arrested-one-sought-in-home-invasion-that-left-man-critical-253945841.html",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 1.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Shot - Wounded/Injured||Home Invasion||Home Invasion - Resident injured||Armed robbery with injury/death and/or evidence of DGU found",
+          "latitude": 29.5951,
+          "location_description": null,
+          "longitude": -90.6706,
+          "n_guns_involved": null,
+          "notes": null,
+          "participant_age": "2::22||3::30",
+          "participant_age_group": "0::Adult 18+||1::Adult 18+||2::Adult 18+||3::Adult 18+",
+          "participant_gender": "0::Male||1::Female||2::Male||3::Male",
+          "participant_name": "2::Joseph Hayes||3::John Ross Harold",
+          "participant_relationship": null,
+          "participant_status": "0::Injured||1::Unharmed||2::Unharmed||3::Unharmed",
+          "participant_type": "0::Victim||1::Victim||2::Subject-Suspect||3::Subject-Suspect",
+          "sources": "http://www.wwltv.com/news/lafourche-terrebonne/One-arrested-one-sought-in-home-invasion-that-left-man-critical-253945841.html",
+          "state_house_district": 53.0,
+          "state_senate_district": 20.0
+        }
+      },
+      {
+        "scenario_id": "137",
+        "features": {
+          "incident_id": 385348,
+          "date": "2015-07-30",
+          "state": "New York",
+          "city_or_county": "Brooklyn",
+          "address": "Cornelia Street and Bushwick Avenue",
+          "n_killed": 0,
+          "n_injured": 3,
+          "incident_url": "http://www.gunviolencearchive.org/incident/385348",
+          "source_url": "http://www.nydailynews.com/new-york/brooklyn-triple-shooting-gang-related-cops-article-1.2310595",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 8.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Shot - Wounded/Injured||Gang involvement",
+          "latitude": 40.6888,
+          "location_description": null,
+          "longitude": -73.9169,
+          "n_guns_involved": null,
+          "notes": "Bushwick, playing Skelly, cards, 4 perps total, 1 shooter, poss related to Patchen Ave shooting",
+          "participant_age": "0::16||1::18||2::23",
+          "participant_age_group": "0::Teen 12-17||1::Adult 18+||2::Adult 18+||3::Adult 18+",
+          "participant_gender": "0::Male||1::Male||2::Male||3::Male",
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": "0::Injured||1::Injured||2::Injured||3::Unharmed",
+          "participant_type": "0::Victim||1::Victim||2::Victim||3::Subject-Suspect",
+          "sources": "http://www.dnainfo.com/new-york/20150731/bushwick/3-men-shot-while-playing-street-game-bushwick-police-say||http://www.nydailynews.com/new-york/brooklyn-triple-shooting-gang-related-cops-article-1.2310595",
+          "state_house_district": 54.0,
+          "state_senate_district": 18.0
+        }
+      },
+      {
+        "scenario_id": "138",
+        "features": {
+          "incident_id": 270706,
+          "date": "2014-12-28",
+          "state": "Pennsylvania",
+          "city_or_county": "New Castle",
+          "address": null,
+          "n_killed": 1,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/270706",
+          "source_url": "http://www.nbcphiladelphia.com/news/local/Police-Questioning-Several-After-Young-Man-Found-Shot-in-Home-287009081.html",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 3.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Shot - Dead (murder, accidental, suicide)",
+          "latitude": 41.0503,
+          "location_description": "Neshannock Township",
+          "longitude": -80.3626,
+          "n_guns_involved": 1.0,
+          "notes": "41.050313, -80.362614",
+          "participant_age": "0::20",
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Male",
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": "0::Killed",
+          "participant_type": "0::Victim",
+          "sources": "http://www.nbcphiladelphia.com/news/local/Police-Questioning-Several-After-Young-Man-Found-Shot-in-Home-287009081.html",
+          "state_house_district": null,
+          "state_senate_district": null
+        }
+      },
+      {
+        "scenario_id": "139",
+        "features": {
+          "incident_id": 854201,
+          "date": "2016-09-01",
+          "state": "Oklahoma",
+          "city_or_county": "Creek (county)",
+          "address": null,
+          "n_killed": 0,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/854201",
+          "source_url": "http://www.tulsaworld.com/homepagelatest/suspect-in-shooting-father-allegedly-place-pipe-bomb-in-shooting/article_0abaff65-b54c-5c30-885e-a2733e301576.html",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 3.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Handgun",
+          "incident_characteristics": "Shots Fired - No Injuries",
+          "latitude": 35.9981,
+          "location_description": null,
+          "longitude": -96.1245,
+          "n_guns_involved": 1.0,
+          "notes": "Suspect fired shots at woman. Incident date unspecified.",
+          "participant_age": "0::53",
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Male",
+          "participant_name": "0::Berry Albert Nichols",
+          "participant_relationship": null,
+          "participant_status": "0::Unharmed, Arrested",
+          "participant_type": "0::Subject-Suspect",
+          "sources": "http://www.tulsaworld.com/homepagelatest/suspect-in-shooting-father-allegedly-place-pipe-bomb-in-shooting/article_0abaff65-b54c-5c30-885e-a2733e301576.html",
+          "state_house_district": 30.0,
+          "state_senate_district": 12.0
+        }
+      },
+      {
+        "scenario_id": "140",
+        "features": {
+          "incident_id": 915455,
+          "date": "2017-08-17",
+          "state": "Oregon",
+          "city_or_county": "Klamath Falls",
+          "address": "Altamont Dr and Boardman Ave",
+          "n_killed": 0,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/915455",
+          "source_url": "http://www.heraldandnews.com/news/man-arrested-for-shooting-at-robbery-victim/article_049142be-7d57-57eb-b0f0-305e515178b1.html",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 2.0,
+          "gun_stolen": "0::Stolen||1::Stolen",
+          "gun_type": "0::Handgun||1::Unknown",
+          "incident_characteristics": "Shots Fired - No Injuries||Possession of gun by felon or prohibited person||Gun(s) stolen from owner",
+          "latitude": 42.2029,
+          "location_description": null,
+          "longitude": -121.747,
+          "n_guns_involved": 2.0,
+          "notes": "robbed then opened fire on another man",
+          "participant_age": "0::20",
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Male",
+          "participant_name": "0::Saige Light Foot Decker",
+          "participant_relationship": "0::Armed Robbery",
+          "participant_status": "0::Unharmed, Arrested",
+          "participant_type": "0::Subject-Suspect",
+          "sources": "http://www.heraldandnews.com/news/man-arrested-for-shooting-at-robbery-victim/article_049142be-7d57-57eb-b0f0-305e515178b1.html",
+          "state_house_district": 56.0,
+          "state_senate_district": 28.0
+        }
+      },
+      {
+        "scenario_id": "141",
+        "features": {
+          "incident_id": 211160,
+          "date": "2014-10-22",
+          "state": "District of Columbia",
+          "city_or_county": "Washington",
+          "address": "2300 block of Benning Road NE",
+          "n_killed": 0,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/211160",
+          "source_url": "https://twitter.com/DCPoliceDept/status/524996805541777408",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 1.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Armed robbery with injury/death and/or evidence of DGU found",
+          "latitude": 38.8981,
+          "location_description": null,
+          "longitude": -76.9715,
+          "n_guns_involved": null,
+          "notes": null,
+          "participant_age": null,
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Male",
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": "0::Unharmed",
+          "participant_type": "0::Subject-Suspect",
+          "sources": "https://twitter.com/DCPoliceDept/status/524996805541777408",
+          "state_house_district": null,
+          "state_senate_district": null
+        }
+      },
+      {
+        "scenario_id": "142",
+        "features": {
+          "incident_id": 410676,
+          "date": "2015-05-24",
+          "state": "Missouri",
+          "city_or_county": "Jackson",
+          "address": null,
+          "n_killed": 0,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/410676",
+          "source_url": "http://www.semissourian.com/story/2227558.html",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 8.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Handgun",
+          "incident_characteristics": "Shots Fired - No Injuries||Domestic Violence",
+          "latitude": 37.4162,
+          "location_description": null,
+          "longitude": -89.6935,
+          "n_guns_involved": 1.0,
+          "notes": null,
+          "participant_age": "1::45",
+          "participant_age_group": "1::Adult 18+",
+          "participant_gender": "0::Female||1::Male",
+          "participant_name": "1::Daren Collier",
+          "participant_relationship": "1::Significant others - current or former",
+          "participant_status": "0::Unharmed||1::Unharmed",
+          "participant_type": "0::Victim||1::Subject-Suspect",
+          "sources": "http://www.semissourian.com/story/2227558.html",
+          "state_house_district": 146.0,
+          "state_senate_district": 27.0
+        }
+      },
+      {
+        "scenario_id": "143",
+        "features": {
+          "incident_id": 119295,
+          "date": "2014-03-27",
+          "state": "Oklahoma",
+          "city_or_county": "Sayre",
+          "address": null,
+          "n_killed": 1,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/119295",
+          "source_url": "http://www.koco.com/news/1-dead-in-beckham-county-officerinvolved-shooting/25199176",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 3.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Shot - Dead (murder, accidental, suicide)|Officer Involved Incident|Officer Involved Shooting - subject/suspect/perpetrator killed",
+          "latitude": 35.3002,
+          "location_description": null,
+          "longitude": -99.6423,
+          "n_guns_involved": null,
+          "notes": "axed officers",
+          "participant_age": "0:43",
+          "participant_age_group": "0:Adult 18+",
+          "participant_gender": "0:Male",
+          "participant_name": "0:Larry Dale Plaster",
+          "participant_relationship": null,
+          "participant_status": "0:Killed",
+          "participant_type": "0:Victim",
+          "sources": "http://www.koco.com/news/1-dead-in-beckham-county-officerinvolved-shooting/25199176",
+          "state_house_district": 55.0,
+          "state_senate_district": 26.0
+        }
+      },
+      {
+        "scenario_id": "144",
+        "features": {
+          "incident_id": 140191,
+          "date": "2014-05-21",
+          "state": "Minnesota",
+          "city_or_county": "Rochester",
+          "address": "1300 Ninth Avenue Southeast",
+          "n_killed": 0,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/140191",
+          "source_url": "http://www.postbulletin.com/news/crime/police-seek-suspects-in-armed-encounter/article_2f060734-3693-58ad-a9bb-dcf89231c009.html",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 1.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Possession (gun(s) found during commission of other crimes)||Brandishing/flourishing/open carry/lost/found",
+          "latitude": 44.0045,
+          "location_description": null,
+          "longitude": -92.4506,
+          "n_guns_involved": null,
+          "notes": "Brothers walking dogs threatened by 3 in SUV, one waving handgun around.",
+          "participant_age": "0::20||1::16",
+          "participant_age_group": "0::Adult 18+||1::Teen 12-17||2::Adult 18+||3::Adult 18+||4::Adult 18+",
+          "participant_gender": "0::Male||1::Male||2::Male||3::Male||4::Male",
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": "0::Unharmed||1::Unharmed||2::Unharmed||3::Unharmed||4::Unharmed",
+          "participant_type": "0::Victim||1::Victim||2::Subject-Suspect||3::Subject-Suspect||4::Subject-Suspect",
+          "sources": "http://www.postbulletin.com/news/crime/police-seek-suspects-in-armed-encounter/article_2f060734-3693-58ad-a9bb-dcf89231c009.html",
+          "state_house_district": null,
+          "state_senate_district": 26.0
+        }
+      },
+      {
+        "scenario_id": "145",
+        "features": {
+          "incident_id": 1067445,
+          "date": "2018-03-11",
+          "state": "Florida",
+          "city_or_county": "Miami",
+          "address": "NW 11th Ave and Third St",
+          "n_killed": 1,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/1067445",
+          "source_url": "https://www.local10.com/news/local/miami/luis-herrera-kindelan-identified-as-victim-killed-in-little-havana-shooting",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 27.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Shot - Dead (murder, accidental, suicide)",
+          "latitude": 25.7765,
+          "location_description": null,
+          "longitude": -80.213,
+          "n_guns_involved": 1.0,
+          "notes": null,
+          "participant_age": "0::34",
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Male",
+          "participant_name": "0::Luis L. Herrera Kindelan",
+          "participant_relationship": null,
+          "participant_status": "0::Killed",
+          "participant_type": "0::Victim",
+          "sources": "https://wsvn.com/news/local/man-dies-after-being-shot-in-face-in-little-havana/||https://www.local10.com/news/local/miami/luis-herrera-kindelan-identified-as-victim-killed-in-little-havana-shooting",
+          "state_house_district": 113.0,
+          "state_senate_district": 37.0
+        }
+      },
+      {
+        "scenario_id": "146",
+        "features": {
+          "incident_id": 792202,
+          "date": "2017-03-05",
+          "state": "Illinois",
+          "city_or_county": "Peoria",
+          "address": "2100 North North Street",
+          "n_killed": 0,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/792202",
+          "source_url": "https://spotcrime.com/crime/90236075-45276b6da95e1ec878b7c896b9ab9479",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 17.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Shots Fired - No Injuries",
+          "latitude": 40.7128,
+          "location_description": null,
+          "longitude": -89.5986,
+          "n_guns_involved": 1.0,
+          "notes": "Shotspotter, 1 round;",
+          "participant_age": null,
+          "participant_age_group": null,
+          "participant_gender": null,
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": null,
+          "participant_type": null,
+          "sources": "https://spotcrime.com/crime/90236075-45276b6da95e1ec878b7c896b9ab9479",
+          "state_house_district": 92.0,
+          "state_senate_district": 46.0
+        }
+      },
+      {
+        "scenario_id": "147",
+        "features": {
+          "incident_id": 663880,
+          "date": "2016-09-23",
+          "state": "Oklahoma",
+          "city_or_county": "Sulphur",
+          "address": "2214 W. 14th Street",
+          "n_killed": 0,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/663880",
+          "source_url": "http://www.kxii.com/content/news/Sulphur-Police-arrest-man-who-displayed-gun-at-work-394641441.html",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 4.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Non-Shooting Incident||Possession of gun by felon or prohibited person||Brandishing/flourishing/open carry/lost/found",
+          "latitude": 34.5222,
+          "location_description": "Kerr Machine Corporation",
+          "longitude": -96.985,
+          "n_guns_involved": 1.0,
+          "notes": "Suspect brought gun to workplace.",
+          "participant_age": null,
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Male",
+          "participant_name": "0::Charles Beaver",
+          "participant_relationship": "0::Co-worker",
+          "participant_status": "0::Unharmed, Arrested",
+          "participant_type": "0::Subject-Suspect",
+          "sources": "http://www.kxii.com/content/news/Sulphur-Police-arrest-man-who-displayed-gun-at-work-394641441.html",
+          "state_house_district": 22.0,
+          "state_senate_district": 14.0
+        }
+      },
+      {
+        "scenario_id": "148",
+        "features": {
+          "incident_id": 988907,
+          "date": "2017-11-11",
+          "state": "Tennessee",
+          "city_or_county": "Jackson",
+          "address": "309 N Highland Ave",
+          "n_killed": 0,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/988907",
+          "source_url": "http://www.wbbjtv.com/2017/11/15/man-charged-firing-gunshot-downtown-jackson/",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 8.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::38 Spl",
+          "incident_characteristics": "Shots Fired - No Injuries",
+          "latitude": 35.6199,
+          "location_description": "Abel’s Way",
+          "longitude": -88.8194,
+          "n_guns_involved": 1.0,
+          "notes": "downtown, man shot at another man in parking lot, .38-caliber revolver",
+          "participant_age": "0::48",
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Male",
+          "participant_name": "0::Alfred Scott",
+          "participant_relationship": null,
+          "participant_status": "0::Unharmed, Arrested",
+          "participant_type": "0::Subject-Suspect",
+          "sources": "http://www.wbbjtv.com/2017/11/15/man-charged-firing-gunshot-downtown-jackson/",
+          "state_house_district": 80.0,
+          "state_senate_district": 27.0
+        }
+      },
+      {
+        "scenario_id": "150",
+        "features": {
+          "incident_id": 158870,
+          "date": "2014-07-15",
+          "state": "Texas",
+          "city_or_county": "El Paso",
+          "address": "5900 Deer Avenue and Pheasant Street",
+          "n_killed": 1,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/158870",
+          "source_url": "http://www.elpasoproud.com/news/local/el-paso-news/judge-issues-acquittal-for-2014-murder-suspect",
+          "incident_url_fields_missing": "False",
+          "congressional_district": null,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Shot - Dead (murder, accidental, suicide)",
+          "latitude": null,
+          "location_description": null,
+          "longitude": null,
+          "n_guns_involved": 1.0,
+          "notes": "1 killed.",
+          "participant_age": "0::22",
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Male",
+          "participant_name": "0::Dominique Kish",
+          "participant_relationship": null,
+          "participant_status": "0::Killed",
+          "participant_type": "0::Victim",
+          "sources": "http://www.ktsm.com/news/el-paso-police-investigate-deadly-overnight-shooting||http://www.ktsm.com/news/crimebeat/police-identify-22-year-old-murder-victim||http://www.kfoxtv.com/news/features/top-stories/stories/man-arrested-connection-northeast-el-paso-deadly-shooting-6507.shtml#.VB||http://www.elpasoproud.com/news/local/el-paso-news/judge-issues-acquittal-for-2014-murder-suspect",
+          "state_house_district": null,
+          "state_senate_district": null
+        }
+      },
+      {
+        "scenario_id": "151",
+        "features": {
+          "incident_id": 421281,
+          "date": "2015-09-27",
+          "state": "Ohio",
+          "city_or_county": "Akron",
+          "address": "Cutler Parkway",
+          "n_killed": 0,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/421281",
+          "source_url": "http://www.cleveland.com/akron/index.ssf/2015/09/armed_robbers_handcuff_akron_m.html",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 13.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Non-Shooting Incident||Home Invasion||Home Invasion - No death or injury||Possession (gun(s) found during commission of other crimes)",
+          "latitude": 41.067,
+          "location_description": null,
+          "longitude": -81.471,
+          "n_guns_involved": null,
+          "notes": "Man bound, mouth duct-taped shut by 3 armed home invaders; home, other occupants robbed; multiple guns mentioned.",
+          "participant_age": "0::36",
+          "participant_age_group": "0::Adult 18+||1::Adult 18+||2::Adult 18+||3::Adult 18+",
+          "participant_gender": "0::Male||1::Male||2::Male||3::Male",
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": "0::Unharmed||1::Unharmed||2::Unharmed||3::Unharmed",
+          "participant_type": "0::Victim||1::Subject-Suspect||2::Subject-Suspect||3::Subject-Suspect",
+          "sources": "http://www.cleveland.com/akron/index.ssf/2015/09/armed_robbers_handcuff_akron_m.html",
+          "state_house_district": 35.0,
+          "state_senate_district": 28.0
+        }
+      },
+      {
+        "scenario_id": "152",
+        "features": {
+          "incident_id": 115630,
+          "date": "2014-03-17",
+          "state": "Kentucky",
+          "city_or_county": "Letcher County",
+          "address": "Boot Hill Road",
+          "n_killed": 1,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/115630",
+          "source_url": "http://www.wkyt.com/news/state/headlines/One-man-dead-following-shooting-in-Letcher-County-250554311.html",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 5.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Shot - Dead (murder, accidental, suicide)",
+          "latitude": 37.1463,
+          "location_description": null,
+          "longitude": -82.9425,
+          "n_guns_involved": null,
+          "notes": null,
+          "participant_age": null,
+          "participant_age_group": "0:Adult 18+",
+          "participant_gender": "0:Male",
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": "0:Killed",
+          "participant_type": "0:Victim",
+          "sources": "http://www.wkyt.com/news/state/headlines/One-man-dead-following-shooting-in-Letcher-County-250554311.html",
+          "state_house_district": null,
+          "state_senate_district": null
+        }
+      },
+      {
+        "scenario_id": "153",
+        "features": {
+          "incident_id": 974833,
+          "date": "2017-10-28",
+          "state": "California",
+          "city_or_county": "Northridge",
+          "address": "19100 block of Napa St",
+          "n_killed": 0,
+          "n_injured": 2,
+          "incident_url": "http://www.gunviolencearchive.org/incident/974833",
+          "source_url": "http://www.dailynews.com/2017/10/28/2-men-hit-in-northridge-double-shooting/",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 30.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Shot - Wounded/Injured",
+          "latitude": 34.2264,
+          "location_description": null,
+          "longitude": -118.549,
+          "n_guns_involved": 1.0,
+          "notes": null,
+          "participant_age": "0::24||1::18",
+          "participant_age_group": "0::Adult 18+||1::Adult 18+||2::Adult 18+||3::Adult 18+",
+          "participant_gender": "0::Male||1::Male||2::Male||3::Male",
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": "0::Injured||1::Injured||2::Unharmed||3::Unharmed",
+          "participant_type": "0::Victim||1::Victim||2::Subject-Suspect||3::Subject-Suspect",
+          "sources": "http://www.dailynews.com/2017/10/28/2-men-hit-in-northridge-double-shooting/",
+          "state_house_district": 45.0,
+          "state_senate_district": 27.0
+        }
+      },
+      {
+        "scenario_id": "154",
+        "features": {
+          "incident_id": 809748,
+          "date": "2017-04-02",
+          "state": "Massachusetts",
+          "city_or_county": "Boston",
+          "address": "22 Fenno Street",
+          "n_killed": 0,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/809748",
+          "source_url": "http://bpdnews.com/news/2017/4/2/one-less-gun-officers-recover-two-firearms-after-facing-violent-armed-suspects-in-two-separate-incidents",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 7.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Handgun",
+          "incident_characteristics": "Shots Fired - No Injuries||Drug involvement||ShotSpotter||ATF/LE Confiscation/Raid/Arrest||Possession (gun(s) found during commission of other crimes)||Possession of gun by felon or prohibited person",
+          "latitude": 42.3228,
+          "location_description": "Roxbury",
+          "longitude": -71.0845,
+          "n_guns_involved": 1.0,
+          "notes": "ShotSpotter activation area of Warren Street; LEO heard gunfire @ 44 Kensington Park; 1 male fled, revolver in waistband, two plastic bags of crack",
+          "participant_age": "0::24",
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Male",
+          "participant_name": "0::Tarell Wheeler",
+          "participant_relationship": null,
+          "participant_status": "0::Arrested",
+          "participant_type": "0::Subject-Suspect",
+          "sources": "http://bpdnews.com/news/2017/4/2/one-less-gun-officers-recover-two-firearms-after-facing-violent-armed-suspects-in-two-separate-incidents",
+          "state_house_district": null,
+          "state_senate_district": null
+        }
+      },
+      {
+        "scenario_id": "155",
+        "features": {
+          "incident_id": 165516,
+          "date": "2014-07-29",
+          "state": "Illinois",
+          "city_or_county": "Danville",
+          "address": "400 block of Chandler Street",
+          "n_killed": 0,
+          "n_injured": 1,
+          "incident_url": "http://www.gunviolencearchive.org/incident/165516",
+          "source_url": "http://www.news-gazette.com/news/local/2014-07-28/two-hospitalized-after-weekend-shootings-danville.html",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 15.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Shot - Wounded/Injured",
+          "latitude": 40.1306,
+          "location_description": null,
+          "longitude": -87.6398,
+          "n_guns_involved": null,
+          "notes": "Man found shot, injured; abdomen.",
+          "participant_age": "0::28",
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Male",
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": "0::Injured",
+          "participant_type": "0::Victim",
+          "sources": "http://www.news-gazette.com/news/local/2014-07-28/two-hospitalized-after-weekend-shootings-danville.html",
+          "state_house_district": 104.0,
+          "state_senate_district": 52.0
+        }
+      },
+      {
+        "scenario_id": "156",
+        "features": {
+          "incident_id": 519699,
+          "date": "2016-03-10",
+          "state": "Pennsylvania",
+          "city_or_county": "York",
+          "address": "478 Salem Avenue",
+          "n_killed": 0,
+          "n_injured": 2,
+          "incident_url": "http://www.gunviolencearchive.org/incident/519699",
+          "source_url": "http://fox43.com/2016/03/10/york-city-police-investigate-overnight-shooting/#",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 4.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Shot - Wounded/Injured",
+          "latitude": 39.9569,
+          "location_description": null,
+          "longitude": -76.7374,
+          "n_guns_involved": null,
+          "notes": null,
+          "participant_age": null,
+          "participant_age_group": "0::Adult 18+||1::Adult 18+",
+          "participant_gender": "0::Female||1::Female",
+          "participant_name": "0::Latica Chavers||1::Tammy Green",
+          "participant_relationship": null,
+          "participant_status": "0::Injured||1::Injured",
+          "participant_type": "0::Victim||1::Victim",
+          "sources": "http://www.ydr.com/story/news/local/2016/03/10/one-injured-early-morning-shooting-york-city/81572922/||http://www.ydr.com/videos/news/crime/2016/03/10/81573992/||http://fox43.com/2016/03/10/york-city-police-investigate-overnight-shooting/#",
+          "state_house_district": null,
+          "state_senate_district": null
+        }
+      },
+      {
+        "scenario_id": "157",
+        "features": {
+          "incident_id": 918147,
+          "date": "2017-08-21",
+          "state": "Indiana",
+          "city_or_county": "Indianapolis",
+          "address": "E 42nd St and Mitthoeffer",
+          "n_killed": 1,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/918147",
+          "source_url": "http://www.wthr.com/article/one-dead-in-shooting-at-42nd-and-mitthoeffer",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 7.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Shot - Dead (murder, accidental, suicide)",
+          "latitude": 39.8336,
+          "location_description": null,
+          "longitude": -85.9912,
+          "n_guns_involved": 1.0,
+          "notes": null,
+          "participant_age": null,
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Male",
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": "0::Killed",
+          "participant_type": "0::Victim",
+          "sources": "http://www.wthr.com/article/one-dead-in-shooting-at-42nd-and-mitthoeffer",
+          "state_house_district": 95.0,
+          "state_senate_district": 34.0
+        }
+      },
+      {
+        "scenario_id": "158",
+        "features": {
+          "incident_id": 500612,
+          "date": "2016-02-06",
+          "state": "Illinois",
+          "city_or_county": "Chicago",
+          "address": "1800 block of South Central Park",
+          "n_killed": 0,
+          "n_injured": 1,
+          "incident_url": "http://www.gunviolencearchive.org/incident/500612",
+          "source_url": "http://chicago.suntimes.com/news/7/71/1307679/man-hurt-lawndale-shooting",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 7.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Shot - Wounded/Injured",
+          "latitude": 41.857,
+          "location_description": null,
+          "longitude": -87.7155,
+          "n_guns_involved": null,
+          "notes": "Lawndale - man shot, upper thigh; good;",
+          "participant_age": "0::24",
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Male",
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": "0::Injured",
+          "participant_type": "0::Victim",
+          "sources": "http://chicago.suntimes.com/news/7/71/1307679/man-hurt-lawndale-shooting",
+          "state_house_district": 9.0,
+          "state_senate_district": 5.0
+        }
+      },
+      {
+        "scenario_id": "159",
+        "features": {
+          "incident_id": 114883,
+          "date": "2014-03-13",
+          "state": "Arkansas",
+          "city_or_county": "Hot Springs",
+          "address": "515 Higdon Ferry Rd. ",
+          "n_killed": 1,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/114883",
+          "source_url": "http://www.arkansasmatters.com/story/d/story/womans-body-found-inside-hot-springs-home/35605/Ewjj7NmEn066FLxrR8plFg",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 4.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Shot - Dead (murder, accidental, suicide)",
+          "latitude": 34.4789,
+          "location_description": null,
+          "longitude": -93.0614,
+          "n_guns_involved": null,
+          "notes": null,
+          "participant_age": null,
+          "participant_age_group": "0:Adult 18+",
+          "participant_gender": "0:Female",
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": "0:Killed",
+          "participant_type": "0:Victim",
+          "sources": "http://www.arkansasmatters.com/story/d/story/womans-body-found-inside-hot-springs-home/35605/Ewjj7NmEn066FLxrR8plFg",
+          "state_house_district": 24.0,
+          "state_senate_district": 14.0
+        }
+      },
+      {
+        "scenario_id": "160",
+        "features": {
+          "incident_id": 704055,
+          "date": "2016-11-17",
+          "state": "Nevada",
+          "city_or_county": "West Wendover",
+          "address": "1870 Plateau Way",
+          "n_killed": 0,
+          "n_injured": 1,
+          "incident_url": "http://www.gunviolencearchive.org/incident/704055",
+          "source_url": "http://www.reviewjournal.com/crime/shootings/utah-man-wounded-shootout-nevada-officers-also-had-homemade-bomb",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 2.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Shot - Wounded/Injured||Institution/Group/Business||Shots Fired - No Injuries||Officer Involved Incident||Officer Involved Shooting - subject/suspect/perpetrator shot||Shootout (where VENN diagram of shooters and victims overlap)||Bar/club incident - in or around establishment||Possession of gun by felon or prohibited person||Pistol-whipping",
+          "latitude": 40.7392,
+          "location_description": "Southern X-Posure",
+          "longitude": -114.078,
+          "n_guns_involved": 1.0,
+          "notes": "Suspect fired shots at club, fled police, crashed, shot at officers, and was hit by return fire. several guns and crude explosive found in car.",
+          "participant_age": "0::30",
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Male",
+          "participant_name": "0::Anthony Martinez",
+          "participant_relationship": null,
+          "participant_status": "0::Injured",
+          "participant_type": "0::Subject-Suspect",
+          "sources": "http://www.reviewjournal.com/crime/shootings/police-elko-county-wound-man-fleeing-after-strip-club-shooting||http://www.deseretnews.com/article/865667514/Man-injured-in-West-Wendover-police-shootout-as-squad-tries-to-dismantle-IED.html||http://www.coyote-tv.com/2016/11/21/update-on-thursday-shooting-explosive-device-in-the-suspect-car/||http://www.reviewjournal.com/crime/shootings/utah-man-wounded-shootout-nevada-officers-also-had-homemade-bomb",
+          "state_house_district": 33.0,
+          "state_senate_district": 19.0
+        }
+      },
+      {
+        "scenario_id": "161",
+        "features": {
+          "incident_id": 696983,
+          "date": "2016-11-08",
+          "state": "Oregon",
+          "city_or_county": "Springfield",
+          "address": "1100 block of T Street",
+          "n_killed": 0,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/696983",
+          "source_url": "http://kval.com/news/local/police-man-fired-shotgun-in-street-to-celebrate-election-results",
+          "incident_url_fields_missing": "False",
+          "congressional_district": null,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Shots Fired - No Injuries||Non-Aggression Incident||Under the influence of alcohol or drugs (only applies to the subject/suspect/perpetrator )||Brandishing/flourishing/open carry/lost/found",
+          "latitude": null,
+          "location_description": null,
+          "longitude": null,
+          "n_guns_involved": 1.0,
+          "notes": "Celebratory gunfire, intox suspect fired shotgun or rifle in air for election results",
+          "participant_age": "0::55",
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Male",
+          "participant_name": "0::Mitchell Bratton",
+          "participant_relationship": null,
+          "participant_status": "0::Unharmed, Arrested",
+          "participant_type": "0::Subject-Suspect",
+          "sources": "http://www.seattletimes.com/seattle-news/crime/oregon-man-jailed-after-celebrating-trump-win-with-gunfire/?utm_source=RSS&utm_medium=Referral&utm_campaign=RSS_seattle-news||http://kval.com/news/local/police-man-fired-shotgun-in-street-to-celebrate-election-results",
+          "state_house_district": null,
+          "state_senate_district": null
+        }
+      },
+      {
+        "scenario_id": "162",
+        "features": {
+          "incident_id": 290517,
+          "date": "2015-02-06",
+          "state": "New Mexico",
+          "city_or_county": "Albuquerque",
+          "address": "224 Atrisco Vista SW",
+          "n_killed": 0,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/290517",
+          "source_url": "http://www.koat.com/news/swat-team-called-to-southwest-albuquerque/31144098",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 1.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Non-Shooting Incident||Shots fired, no action (reported, no evidence found)",
+          "latitude": 35.0671,
+          "location_description": null,
+          "longitude": -106.767,
+          "n_guns_involved": null,
+          "notes": "Witness informed SWAT agents that someone may have been shot, but neither victim nor perpetrator have been located.",
+          "participant_age": null,
+          "participant_age_group": null,
+          "participant_gender": null,
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": null,
+          "participant_type": null,
+          "sources": "http://www.koat.com/news/swat-team-called-to-southwest-albuquerque/31144098",
+          "state_house_district": 26.0,
+          "state_senate_district": 14.0
+        }
+      },
+      {
+        "scenario_id": "163",
+        "features": {
+          "incident_id": 542111,
+          "date": "2016-04-16",
+          "state": "Indiana",
+          "city_or_county": "Indianapolis",
+          "address": "4400 block of North Campbell Avenue",
+          "n_killed": 1,
+          "n_injured": 1,
+          "incident_url": "http://www.gunviolencearchive.org/incident/542111",
+          "source_url": "http://www.indystar.com/story/news/crime/2016/04/17/police-investigating-fatal-shooting-north-side/83166048/?utm_source=feedblitz&utm_medium=FeedBlitzRss&utm_campaign=FeedBlitzRss&utm_content=Police+investigating+fatal+shooting+on+north+side",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 7.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Shot - Wounded/Injured||Shot - Dead (murder, accidental, suicide)||Domestic Violence",
+          "latitude": 39.8367,
+          "location_description": null,
+          "longitude": -86.0663,
+          "n_guns_involved": null,
+          "notes": "One killed, 1 wounded, in unclear incident involving a woman;",
+          "participant_age": "0::30",
+          "participant_age_group": "0::Adult 18+||1::Adult 18+",
+          "participant_gender": "0::Male||1::Male",
+          "participant_name": "0::Charles Turner",
+          "participant_relationship": null,
+          "participant_status": "0::Killed||1::Injured",
+          "participant_type": "0::Victim||1::Victim",
+          "sources": "http://fox59.com/2016/04/16/one-person-killed-another-in-the-hospital-after-northeast-side-shooting/||http://www.indystar.com/story/news/crime/2016/04/17/police-investigating-fatal-shooting-north-side/83166048/?utm_source=feedblitz&utm_medium=FeedBlitzRss&utm_campaign=FeedBlitzRss&utm_content=Police+investigating+fatal+shooting+on+north+side",
+          "state_house_district": 95.0,
+          "state_senate_district": 34.0
+        }
+      },
+      {
+        "scenario_id": "164",
+        "features": {
+          "incident_id": 873861,
+          "date": "2017-06-22",
+          "state": "South Carolina",
+          "city_or_county": "North Charleston",
+          "address": "2000 block of Mott Avenue",
+          "n_killed": 0,
+          "n_injured": 1,
+          "incident_url": "http://www.gunviolencearchive.org/incident/873861",
+          "source_url": "http://www.wtvm.com/story/35731164/police-investigating-after-one-shot-in-n-charleston",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 6.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Shot - Wounded/Injured",
+          "latitude": 32.8504,
+          "location_description": null,
+          "longitude": -79.9785,
+          "n_guns_involved": 1.0,
+          "notes": null,
+          "participant_age": null,
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Male",
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": "0::Injured",
+          "participant_type": "0::Victim",
+          "sources": "http://www.wtvm.com/story/35731164/police-investigating-after-one-shot-in-n-charleston",
+          "state_house_district": 109.0,
+          "state_senate_district": 42.0
+        }
+      },
+      {
+        "scenario_id": "165",
+        "features": {
+          "incident_id": 758446,
+          "date": "2017-01-18",
+          "state": "Georgia",
+          "city_or_county": "Rome",
+          "address": "Old Summerville Road",
+          "n_killed": 0,
+          "n_injured": 1,
+          "incident_url": "http://www.gunviolencearchive.org/incident/758446",
+          "source_url": "http://www.northwestgeorgianews.com/rome/news/police_fire/man-accused-of-shooting-victim-in-leg/article_292b04bc-de06-11e6-8a50-777ec0d9a978.html",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 14.0,
+          "gun_stolen": "0::Stolen||1::Stolen",
+          "gun_type": "0::Unknown||1::Unknown",
+          "incident_characteristics": "Shot - Wounded/Injured||Stolen/Illegally owned gun{s} recovered during arrest/warrant",
+          "latitude": 34.3279,
+          "location_description": null,
+          "longitude": -85.1805,
+          "n_guns_involved": 2.0,
+          "notes": null,
+          "participant_age": "1::22",
+          "participant_age_group": "0::Adult 18+||1::Adult 18+",
+          "participant_gender": "0::Male||1::Male",
+          "participant_name": "1::Robert Joe Farmer",
+          "participant_relationship": null,
+          "participant_status": "0::Injured||1::Unharmed, Arrested",
+          "participant_type": "0::Victim||1::Subject-Suspect",
+          "sources": "http://www.northwestgeorgianews.com/rome/news/police_fire/man-accused-of-shooting-victim-in-leg/article_292b04bc-de06-11e6-8a50-777ec0d9a978.html",
+          "state_house_district": 13.0,
+          "state_senate_district": 52.0
+        }
+      },
+      {
+        "scenario_id": "166",
+        "features": {
+          "incident_id": 202136,
+          "date": "2014-09-27",
+          "state": "South Carolina",
+          "city_or_county": "Beech Island",
+          "address": "Swamp Road",
+          "n_killed": 0,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/202136",
+          "source_url": "http://www.aikenstandard.com/article/20140928/AIK0102/140929410/1008/blotter-for-sept-29",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 2.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Shots Fired - No Injuries",
+          "latitude": 33.4379,
+          "location_description": null,
+          "longitude": -81.8939,
+          "n_guns_involved": null,
+          "notes": "multiple perps seen leaving in vehicles after shots hit different homes; no injuries reported",
+          "participant_age": null,
+          "participant_age_group": "0::Adult 18+||1::Adult 18+",
+          "participant_gender": "0::Male||1::Female",
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": "0::Unharmed||1::Unharmed",
+          "participant_type": "0::Victim||1::Victim",
+          "sources": "http://www.aikenstandard.com/article/20140928/AIK0102/140929410/1008/blotter-for-sept-29",
+          "state_house_district": 84.0,
+          "state_senate_district": 24.0
+        }
+      },
+      {
+        "scenario_id": "167",
+        "features": {
+          "incident_id": 526941,
+          "date": "2016-03-18",
+          "state": "Washington",
+          "city_or_county": "Seattle",
+          "address": "Rainier and Henderson",
+          "n_killed": 0,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/526941",
+          "source_url": "http://spdblotter.seattle.gov/2016/03/21/man-arrested-for-casual-disregard-of-traffic-bike-helmet-gun-laws/",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 9.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Handgun",
+          "incident_characteristics": "Non-Shooting Incident||Possession (gun(s) found during commission of other crimes)||Possession of gun by felon or prohibited person",
+          "latitude": 47.5233,
+          "location_description": "Rainier Beach neighborhood",
+          "longitude": -122.27,
+          "n_guns_involved": 1.0,
+          "notes": null,
+          "participant_age": "0::64",
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Male",
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": "0::Unharmed, Arrested",
+          "participant_type": "0::Subject-Suspect",
+          "sources": "http://spdblotter.seattle.gov/2016/03/21/man-arrested-for-casual-disregard-of-traffic-bike-helmet-gun-laws/",
+          "state_house_district": 37.0,
+          "state_senate_district": 37.0
+        }
+      },
+      {
+        "scenario_id": "168",
+        "features": {
+          "incident_id": 485152,
+          "date": "2016-01-10",
+          "state": "New York",
+          "city_or_county": "Brooklyn",
+          "address": "225 Parkside Avenue",
+          "n_killed": 0,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/485152",
+          "source_url": "http://www.dnainfo.com/new-york/20160114/crown-heights/crime-blotter-23-year-old-woman-mugged-on-busy-crown-heights-street",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 9.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Shots Fired - No Injuries",
+          "latitude": 40.6559,
+          "location_description": null,
+          "longitude": -73.9604,
+          "n_guns_involved": null,
+          "notes": "bullethole in wall, yelling heard, no inj reported",
+          "participant_age": null,
+          "participant_age_group": null,
+          "participant_gender": null,
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": null,
+          "participant_type": null,
+          "sources": "http://www.dnainfo.com/new-york/20160114/crown-heights/crime-blotter-23-year-old-woman-mugged-on-busy-crown-heights-street",
+          "state_house_district": 43.0,
+          "state_senate_district": 21.0
+        }
+      },
+      {
+        "scenario_id": "169",
+        "features": {
+          "incident_id": 276633,
+          "date": "2015-01-10",
+          "state": "North Dakota",
+          "city_or_county": "Minot",
+          "address": null,
+          "n_killed": 0,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/276633",
+          "source_url": "http://www.kfyrtv.com/home/headlines/19-year-old-Arrested-For-Stolen-Firearm-288165421.html",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 1.0,
+          "gun_stolen": "0::Stolen",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Non-Shooting Incident||Possession (gun(s) found during commission of other crimes)||Stolen/Illegally owned gun{s} recovered during arrest/warrant",
+          "latitude": 48.2132,
+          "location_description": null,
+          "longitude": -101.283,
+          "n_guns_involved": 1.0,
+          "notes": null,
+          "participant_age": "0::19",
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Male",
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": "0::Unharmed, Arrested",
+          "participant_type": "0::Subject-Suspect",
+          "sources": "http://www.kfyrtv.com/home/headlines/19-year-old-Arrested-For-Stolen-Firearm-288165421.html",
+          "state_house_district": 5.0,
+          "state_senate_district": 5.0
+        }
+      },
+      {
+        "scenario_id": "170",
+        "features": {
+          "incident_id": 107277,
+          "date": "2014-01-25",
+          "state": "South Carolina",
+          "city_or_county": "West Ashley",
+          "address": "Mulmar Street",
+          "n_killed": 0,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/107277",
+          "source_url": "http://www.live5news.com/story/24655457/stray-bullet-fired-into-home-homeowner-wants-more-patrols",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 1.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Shots fired, no action (reported, no evidence found)",
+          "latitude": 32.8146,
+          "location_description": null,
+          "longitude": -80.0076,
+          "n_guns_involved": null,
+          "notes": null,
+          "participant_age": null,
+          "participant_age_group": "0::Adult 18+||1::Adult 18+",
+          "participant_gender": "0::Female||1::Male",
+          "participant_name": "0::Jane Edwards||1::Don Edwards",
+          "participant_relationship": null,
+          "participant_status": "0::Unharmed||1::Unharmed",
+          "participant_type": "0::Victim||1::Victim",
+          "sources": "http://www.live5news.com/story/24655457/stray-bullet-fired-into-home-homeowner-wants-more-patrols",
+          "state_house_district": 114.0,
+          "state_senate_district": 41.0
+        }
+      },
+      {
+        "scenario_id": "171",
+        "features": {
+          "incident_id": 567349,
+          "date": "2016-05-26",
+          "state": "Louisiana",
+          "city_or_county": "New Orleans",
+          "address": "4700 block of Dodt Ave",
+          "n_killed": 0,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/567349",
+          "source_url": "http://www.nola.com/crime/index.ssf/2016/05/man_wanted_for_producing_gun_d.html",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 2.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Non-Shooting Incident||Brandishing/flourishing/open carry/lost/found",
+          "latitude": 30.0195,
+          "location_description": null,
+          "longitude": -89.9918,
+          "n_guns_involved": 1.0,
+          "notes": "New Orleans East",
+          "participant_age": "0::22",
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Male",
+          "participant_name": "0::Don Wells",
+          "participant_relationship": null,
+          "participant_status": "0::Unharmed",
+          "participant_type": "0::Subject-Suspect",
+          "sources": "http://www.nola.com/crime/index.ssf/2016/05/man_wanted_for_producing_gun_d.html",
+          "state_house_district": 99.0,
+          "state_senate_district": 4.0
+        }
+      },
+      {
+        "scenario_id": "172",
+        "features": {
+          "incident_id": 461773,
+          "date": "2015-11-13",
+          "state": "Florida",
+          "city_or_county": "Palm Beach Gardens (Riviera Beach)",
+          "address": null,
+          "n_killed": 1,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/461773",
+          "source_url": "http://www.chron.com/news/crime/article/Police-Man-went-to-strip-club-after-shooting-6685533.php",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 20.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Shot - Dead (murder, accidental, suicide)||Brandishing/flourishing/open carry/lost/found",
+          "latitude": 26.8024,
+          "location_description": null,
+          "longitude": -80.0729,
+          "n_guns_involved": null,
+          "notes": "Perp killed victim and then went to a strip club with a gun and got thrown out for bringing a gun.",
+          "participant_age": "0::41||1::42",
+          "participant_age_group": "0::Adult 18+||1::Adult 18+",
+          "participant_gender": "0::Male||1::Male",
+          "participant_name": "0::Rodney Chavers||1::Tarrie Wilder",
+          "participant_relationship": null,
+          "participant_status": "0::Unharmed, Arrested||1::Killed",
+          "participant_type": "0::Victim||1::Subject-Suspect",
+          "sources": "http://www.chron.com/news/crime/article/Police-Man-went-to-strip-club-after-shooting-6685533.php",
+          "state_house_district": 88.0,
+          "state_senate_district": 27.0
+        }
+      },
+      {
+        "scenario_id": "173",
+        "features": {
+          "incident_id": 390838,
+          "date": "2015-05-01",
+          "state": "Oregon",
+          "city_or_county": "Portland",
+          "address": "7000 Northeast Airport Way",
+          "n_killed": 0,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/390838",
+          "source_url": "http://blog.tsa.gov",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 3.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::22 LR",
+          "incident_characteristics": "Non-Shooting Incident||TSA Action",
+          "latitude": 45.5867,
+          "location_description": "PDX",
+          "longitude": -122.587,
+          "n_guns_involved": 1.0,
+          "notes": null,
+          "participant_age": null,
+          "participant_age_group": null,
+          "participant_gender": null,
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": null,
+          "participant_type": null,
+          "sources": "http://blog.tsa.gov",
+          "state_house_district": 44.0,
+          "state_senate_district": 22.0
+        }
+      },
+      {
+        "scenario_id": "174",
+        "features": {
+          "incident_id": 406786,
+          "date": "2015-06-30",
+          "state": "Georgia",
+          "city_or_county": "Albany",
+          "address": "3905 Newton Rd #100",
+          "n_killed": 0,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/406786",
+          "source_url": "http://blog.tsa.gov",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 2.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::40 SW",
+          "incident_characteristics": "Non-Shooting Incident||TSA Action",
+          "latitude": 31.525,
+          "location_description": "ABY",
+          "longitude": -84.1927,
+          "n_guns_involved": 1.0,
+          "notes": null,
+          "participant_age": null,
+          "participant_age_group": null,
+          "participant_gender": null,
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": null,
+          "participant_type": null,
+          "sources": "http://blog.tsa.gov",
+          "state_house_district": 154.0,
+          "state_senate_district": 12.0
+        }
+      },
+      {
+        "scenario_id": "175",
+        "features": {
+          "incident_id": 1022650,
+          "date": "2017-12-28",
+          "state": "Illinois",
+          "city_or_county": "Kankakee",
+          "address": "400 N Schuyler Ave",
+          "n_killed": 0,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/1022650",
+          "source_url": "http://www.daily-journal.com/news/policeblotter/blotter-jan/article_090ff823-9e5f-59d7-a66d-d2c733977bd3.html",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 2.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Handgun",
+          "incident_characteristics": "Non-Shooting Incident||Officer Involved Incident||Officer Involved Incident - Weapon involved but no shots fired||Brandishing/flourishing/open carry/lost/found",
+          "latitude": 41.1242,
+          "location_description": null,
+          "longitude": -87.8632,
+          "n_guns_involved": 1.0,
+          "notes": "Police confiscate gun found by person behind business;",
+          "participant_age": null,
+          "participant_age_group": null,
+          "participant_gender": null,
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": null,
+          "participant_type": null,
+          "sources": "http://www.daily-journal.com/news/policeblotter/blotter-jan/article_090ff823-9e5f-59d7-a66d-d2c733977bd3.html",
+          "state_house_district": 79.0,
+          "state_senate_district": 40.0
+        }
+      },
+      {
+        "scenario_id": "177",
+        "features": {
+          "incident_id": 131085,
+          "date": "2014-04-27",
+          "state": "Missouri",
+          "city_or_county": "Saint Louis",
+          "address": "4900 block of W. Florissant",
+          "n_killed": 0,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/131085",
+          "source_url": "http://www.kmov.com/news/local/5-teens-arrested-guns-recovered-after-string-of-robberies-in-St-Louis-257189551.html",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 1.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Car-jacking",
+          "latitude": 38.6893,
+          "location_description": null,
+          "longitude": -90.2348,
+          "n_guns_involved": null,
+          "notes": "cj",
+          "participant_age": null,
+          "participant_age_group": "0::Adult 18+||1::Teen 12-17",
+          "participant_gender": "0::Female||1::Male",
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": "0::Unharmed||1::Unharmed",
+          "participant_type": "0::Victim||1::Subject-Suspect",
+          "sources": "http://www.kmov.com/news/local/5-teens-arrested-guns-recovered-after-string-of-robberies-in-St-Louis-257189551.html",
+          "state_house_district": 76.0,
+          "state_senate_district": 5.0
+        }
+      },
+      {
+        "scenario_id": "178",
+        "features": {
+          "incident_id": 879343,
+          "date": "2016-10-04",
+          "state": "Colorado",
+          "city_or_county": "Pueblo",
+          "address": null,
+          "n_killed": 0,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/879343",
+          "source_url": "https://www.atf.gov/news/pr/pueblo-man-sentenced-14-years-federal-prison-firearm-and-drug-crimes",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 3.0,
+          "gun_stolen": "0::Unknown||1::Unknown",
+          "gun_type": "0::380 Auto||1::45 Auto",
+          "incident_characteristics": "Non-Shooting Incident||Drug involvement||ATF/LE Confiscation/Raid/Arrest||Possession (gun(s) found during commission of other crimes)||Possession of gun by felon or prohibited person",
+          "latitude": 38.2857,
+          "location_description": null,
+          "longitude": -104.583,
+          "n_guns_involved": 2.0,
+          "notes": null,
+          "participant_age": "0::25",
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Male",
+          "participant_name": "0::Daniel Ray Dace",
+          "participant_relationship": null,
+          "participant_status": "0::Unharmed, Arrested",
+          "participant_type": "0::Subject-Suspect",
+          "sources": "https://www.atf.gov/news/pr/pueblo-man-sentenced-14-years-federal-prison-firearm-and-drug-crimes",
+          "state_house_district": 62.0,
+          "state_senate_district": 3.0
+        }
+      },
+      {
+        "scenario_id": "179",
+        "features": {
+          "incident_id": 1062349,
+          "date": "2018-03-04",
+          "state": "Alabama",
+          "city_or_county": "Brantley",
+          "address": "Blackmon Road",
+          "n_killed": 0,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/1062349",
+          "source_url": "http://www.wmcactionnews5.com/story/37642482/sheriff-road-closed-in-crenshaw-county-after-man-shot-at-wife",
+          "incident_url_fields_missing": "False",
+          "congressional_district": null,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Shots Fired - No Injuries||Domestic Violence",
+          "latitude": null,
+          "location_description": null,
+          "longitude": null,
+          "n_guns_involved": 1.0,
+          "notes": null,
+          "participant_age": "0::71",
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Male",
+          "participant_name": null,
+          "participant_relationship": "0::Significant others - current or former",
+          "participant_status": "0::Unharmed, Arrested",
+          "participant_type": "0::Subject-Suspect",
+          "sources": "http://www.wmcactionnews5.com/story/37642482/sheriff-road-closed-in-crenshaw-county-after-man-shot-at-wife",
+          "state_house_district": null,
+          "state_senate_district": null
+        }
+      },
+      {
+        "scenario_id": "180",
+        "features": {
+          "incident_id": 807988,
+          "date": "2017-03-30",
+          "state": "Minnesota",
+          "city_or_county": "Grand Rapids",
+          "address": "1300 block of 4th Street Southeast",
+          "n_killed": 1,
+          "n_injured": 1,
+          "incident_url": "http://www.gunviolencearchive.org/incident/807988",
+          "source_url": "http://www.therepublic.com/2017/03/30/mn-shooting-grand-rapids/",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 8.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Shot - Wounded/Injured||Shot - Dead (murder, accidental, suicide)||Suicide^||Attempted Murder/Suicide (one variable unsuccessful)||Child Involved Incident||Child injured (not child shooter)",
+          "latitude": 47.2278,
+          "location_description": null,
+          "longitude": -93.5098,
+          "n_guns_involved": 1.0,
+          "notes": null,
+          "participant_age": "0::8||1::29",
+          "participant_age_group": "0::Child 0-11||1::Adult 18+",
+          "participant_gender": "0::Male||1::Male",
+          "participant_name": "0::Wyatt Krauss||1::David Krauss",
+          "participant_relationship": null,
+          "participant_status": "0::Injured||1::Killed",
+          "participant_type": "0::Victim||1::Subject-Suspect",
+          "sources": "http://kstp.com/news/father-son-shooting-grand-rapids/4441128/||http://www.therepublic.com/2017/03/30/mn-shooting-grand-rapids/",
+          "state_house_district": null,
+          "state_senate_district": 5.0
+        }
+      },
+      {
+        "scenario_id": "181",
+        "features": {
+          "incident_id": 372179,
+          "date": "2015-07-10",
+          "state": "Pennsylvania",
+          "city_or_county": "Philadelphia",
+          "address": "500 block of West Hill Creek Drive",
+          "n_killed": 0,
+          "n_injured": 1,
+          "incident_url": "http://www.gunviolencearchive.org/incident/372179",
+          "source_url": "http://philadelphia.cbslocal.com/2015/07/10/3-injured-in-philadelphia-shootings/",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 13.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Shot - Wounded/Injured",
+          "latitude": 40.0371,
+          "location_description": null,
+          "longitude": -75.1112,
+          "n_guns_involved": null,
+          "notes": null,
+          "participant_age": null,
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Male",
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": "0::Injured",
+          "participant_type": "0::Victim",
+          "sources": "http://philadelphia.cbslocal.com/2015/07/10/3-injured-in-philadelphia-shootings/",
+          "state_house_district": null,
+          "state_senate_district": null
+        }
+      },
+      {
+        "scenario_id": "182",
+        "features": {
+          "incident_id": 407971,
+          "date": "2015-09-04",
+          "state": "Colorado",
+          "city_or_county": "Gypsum",
+          "address": "925 Green Way",
+          "n_killed": 0,
+          "n_injured": 1,
+          "incident_url": "http://www.gunviolencearchive.org/incident/407971",
+          "source_url": "http://www.gjsentinel.com/news/articles/blotter-sept-6-2015",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 3.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Shot - Wounded/Injured||Armed robbery with injury/death and/or evidence of DGU found",
+          "latitude": 39.6457,
+          "location_description": "Tienda Montes",
+          "longitude": -106.94,
+          "n_guns_involved": null,
+          "notes": null,
+          "participant_age": "1::31",
+          "participant_age_group": "1::Adult 18+||2::Teen 12-17",
+          "participant_gender": "0::Male||1::Male||2::Female",
+          "participant_name": "1::Jesus Manuel Miranda Jr.",
+          "participant_relationship": "1::Armed Robbery||2::Armed Robbery",
+          "participant_status": "0::Injured||1::Unharmed, Arrested||2::Unharmed, Arrested",
+          "participant_type": "0::Victim||1::Subject-Suspect||2::Subject-Suspect",
+          "sources": "http://www.vaildaily.com/news/crime/18026995-113/police-searching-for-suspects-after-gypsum-shooting||http://www.vaildaily.com/news/18030580-113/police-seek-gypsum-shooting-suspect||http://www.gjsentinel.com/news/articles/blotter-sept-6-2015",
+          "state_house_district": 26.0,
+          "state_senate_district": 5.0
+        }
+      },
+      {
+        "scenario_id": "183",
+        "features": {
+          "incident_id": 95681,
+          "date": "2014-01-12",
+          "state": "North Carolina",
+          "city_or_county": "Black Mountain",
+          "address": "Stone Mountain Farm Road",
+          "n_killed": 0,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/95681",
+          "source_url": "http://www.citizen-times.com/article/20140112/NEWS01/301120074/Black-Mountain-man-faces-drug-weapon-charges",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 10.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Possession (gun(s) found during commission of other crimes)",
+          "latitude": 35.5239,
+          "location_description": null,
+          "longitude": -82.2206,
+          "n_guns_involved": null,
+          "notes": null,
+          "participant_age": "0::29",
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Male",
+          "participant_name": "0::Daniel Robert Olson",
+          "participant_relationship": null,
+          "participant_status": "0::Unharmed",
+          "participant_type": "0::Subject-Suspect",
+          "sources": "http://www.citizen-times.com/article/20140112/NEWS01/301120074/Black-Mountain-man-faces-drug-weapon-charges",
+          "state_house_district": 115.0,
+          "state_senate_district": 49.0
+        }
+      },
+      {
+        "scenario_id": "184",
+        "features": {
+          "incident_id": 403216,
+          "date": "2015-08-28",
+          "state": "Michigan",
+          "city_or_county": "Okemos",
+          "address": "3900 block of Roxbury Ave",
+          "n_killed": 0,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/403216",
+          "source_url": "http://www.lansingstatejournal.com/story/news/local/2015/08/27/man-surrenders-standoff-okemos-home/71289948/",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 8.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Shots Fired - No Injuries||Officer Involved Incident||Officer Involved Shooting - Shots fired, no injury||Animal shot/killed",
+          "latitude": 42.6946,
+          "location_description": null,
+          "longitude": -84.4253,
+          "n_guns_involved": 1.0,
+          "notes": "Officer shoots, wounds, dog running at him in warrant situation;",
+          "participant_age": null,
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Male",
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": "0::Unharmed, Arrested",
+          "participant_type": "0::Subject-Suspect",
+          "sources": "http://www.lansingstatejournal.com/story/news/local/2015/08/27/man-surrenders-standoff-okemos-home/71289948/",
+          "state_house_district": 69.0,
+          "state_senate_district": 23.0
+        }
+      },
+      {
+        "scenario_id": "185",
+        "features": {
+          "incident_id": 366298,
+          "date": "2015-06-26",
+          "state": "Louisiana",
+          "city_or_county": "Jennings",
+          "address": "200 block of South Lake Arthur Ave.",
+          "n_killed": 0,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/366298",
+          "source_url": "http://www.kplctv.com/story/29420521/jennings-police-looking-into-possible-drive-by-shooting",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 3.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Shots Fired - No Injuries||Drive-by (car to street, car to car)||Possession of gun by felon or prohibited person",
+          "latitude": 30.2197,
+          "location_description": null,
+          "longitude": -92.6634,
+          "n_guns_involved": null,
+          "notes": null,
+          "participant_age": "0::31",
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Male",
+          "participant_name": "0::Michael Phillips Jr.",
+          "participant_relationship": null,
+          "participant_status": "0::Unharmed, Arrested",
+          "participant_type": "0::Subject-Suspect",
+          "sources": "http://www.kplctv.com/story/29420521/jennings-police-looking-into-possible-drive-by-shooting",
+          "state_house_district": 37.0,
+          "state_senate_district": 25.0
+        }
+      },
+      {
+        "scenario_id": "187",
+        "features": {
+          "incident_id": 1055809,
+          "date": "2018-02-21",
+          "state": "North Carolina",
+          "city_or_county": "Greenville",
+          "address": "2200 University Suites Dr",
+          "n_killed": 0,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/1055809",
+          "source_url": "http://www.reflector.com/News/2018/03/06/Greenville-Police-arrest-men-in-connection-to-home-invasion.html",
+          "incident_url_fields_missing": "False",
+          "congressional_district": null,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Non-Shooting Incident||Home Invasion||Home Invasion - No death or injury||Brandishing/flourishing/open carry/lost/found",
+          "latitude": 35.5917,
+          "location_description": "University Suites",
+          "longitude": -77.3818,
+          "n_guns_involved": 1.0,
+          "notes": null,
+          "participant_age": null,
+          "participant_age_group": null,
+          "participant_gender": null,
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": null,
+          "participant_type": null,
+          "sources": "http://www.witn.com/content/news/Two-women-robbed-at-gunpoint-in-Greenville-apartment-complex-474935343.html||http://www.reflector.com/News/2018/03/06/Greenville-Police-arrest-men-in-connection-to-home-invasion.html",
+          "state_house_district": null,
+          "state_senate_district": null
+        }
+      },
+      {
+        "scenario_id": "188",
+        "features": {
+          "incident_id": 198668,
+          "date": "2014-09-30",
+          "state": "North Carolina",
+          "city_or_county": "Greensboro",
+          "address": "1201 Lanada Road ",
+          "n_killed": 0,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/198668",
+          "source_url": "http://www.wxii12.com/news/man-wanted-in-hotel-armed-robbery-in-greensboro/28334592",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 6.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Armed robbery with injury/death and/or evidence of DGU found||Institution/Group/Business",
+          "latitude": 36.0536,
+          "location_description": null,
+          "longitude": -79.8931,
+          "n_guns_involved": null,
+          "notes": "La Quinta Inn and Suites near Wendover Avenue",
+          "participant_age": null,
+          "participant_age_group": "1::Adult 18+",
+          "participant_gender": "1::Male",
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": "1::Unharmed",
+          "participant_type": "0::Victim||1::Subject-Suspect",
+          "sources": "http://www.wxii12.com/news/man-wanted-in-hotel-armed-robbery-in-greensboro/28334592",
+          "state_house_district": 62.0,
+          "state_senate_district": 28.0
+        }
+      },
+      {
+        "scenario_id": "189",
+        "features": {
+          "incident_id": 1072986,
+          "date": "2018-03-18",
+          "state": "Tennessee",
+          "city_or_county": "Chattanooga",
+          "address": "E 49th St and Hooker Rd",
+          "n_killed": 0,
+          "n_injured": 1,
+          "incident_url": "http://www.gunviolencearchive.org/incident/1072986",
+          "source_url": "http://newschannel9.com/news/local/chattanooga-police-investigating-shooting-victim",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 3.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Shot - Wounded/Injured",
+          "latitude": 34.9866,
+          "location_description": null,
+          "longitude": -85.2969,
+          "n_guns_involved": 1.0,
+          "notes": null,
+          "participant_age": "0::30",
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Male",
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": "0::Injured",
+          "participant_type": "0::Victim",
+          "sources": "http://newschannel9.com/news/local/chattanooga-police-investigating-shooting-victim",
+          "state_house_district": 30.0,
+          "state_senate_district": 10.0
+        }
+      },
+      {
+        "scenario_id": "190",
+        "features": {
+          "incident_id": 1027815,
+          "date": "2018-01-15",
+          "state": "North Carolina",
+          "city_or_county": "Charlotte",
+          "address": "6120 E Independence Blvd",
+          "n_killed": 0,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/1027815",
+          "source_url": "http://www.wsoctv.com/news/local/shots-fired-inside-charlotte-bojangles/684231809",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 12.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Institution/Group/Business||Shots Fired - No Injuries",
+          "latitude": 35.177,
+          "location_description": "Bojangles Famous Chicken n Biscuits",
+          "longitude": -80.7505,
+          "n_guns_involved": 1.0,
+          "notes": "fired shots during ar",
+          "participant_age": null,
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Male",
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": "0::Unharmed",
+          "participant_type": "0::Subject-Suspect",
+          "sources": "http://www.wsoctv.com/news/local/shots-fired-inside-charlotte-bojangles/684231809",
+          "state_house_district": 100.0,
+          "state_senate_district": 40.0
+        }
+      },
+      {
+        "scenario_id": "191",
+        "features": {
+          "incident_id": 566738,
+          "date": "2016-05-26",
+          "state": "California",
+          "city_or_county": "Oakland",
+          "address": "1000 block of Webster Street",
+          "n_killed": 0,
+          "n_injured": 1,
+          "incident_url": "http://www.gunviolencearchive.org/incident/566738",
+          "source_url": "http://www.eastbaytimes.com/breaking-news/ci_29947312/oakland-man-shot-chinatown",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 13.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Shot - Wounded/Injured",
+          "latitude": 37.8006,
+          "location_description": null,
+          "longitude": -122.27,
+          "n_guns_involved": null,
+          "notes": null,
+          "participant_age": null,
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Male",
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": "0::Injured",
+          "participant_type": "0::Victim",
+          "sources": "http://www.eastbaytimes.com/breaking-news/ci_29947312/oakland-man-shot-chinatown",
+          "state_house_district": 18.0,
+          "state_senate_district": 9.0
+        }
+      },
+      {
+        "scenario_id": "192",
+        "features": {
+          "incident_id": 530253,
+          "date": "2016-03-24",
+          "state": "North Carolina",
+          "city_or_county": "Vass",
+          "address": "Wright Road",
+          "n_killed": 0,
+          "n_injured": 1,
+          "incident_url": "http://www.gunviolencearchive.org/incident/530253",
+          "source_url": "http://www.wral.com/man-faces-long-list-of-charges-in-moore-county-shooting/15604680/",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 2.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Shot - Wounded/Injured",
+          "latitude": 35.1918,
+          "location_description": null,
+          "longitude": -79.1595,
+          "n_guns_involved": null,
+          "notes": null,
+          "participant_age": "1::23",
+          "participant_age_group": "0::Adult 18+||1::Adult 18+",
+          "participant_gender": "1::Male",
+          "participant_name": "1::Zachary Randall Gautier",
+          "participant_relationship": null,
+          "participant_status": "0::Injured||1::Unharmed, Arrested",
+          "participant_type": "0::Victim||1::Subject-Suspect",
+          "sources": "http://www.wral.com/man-faces-long-list-of-charges-in-moore-county-shooting/15604680/",
+          "state_house_district": 52.0,
+          "state_senate_district": 29.0
+        }
+      },
+      {
+        "scenario_id": "193",
+        "features": {
+          "incident_id": 411836,
+          "date": "2015-09-09",
+          "state": "Connecticut",
+          "city_or_county": "Hartford",
+          "address": "68 Pliny Street",
+          "n_killed": 0,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/411836",
+          "source_url": "http://wtnh.com/2015/09/10/drug-bust/",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 1.0,
+          "gun_stolen": "0::Unknown||1::Unknown",
+          "gun_type": "0::7.62 [AK-47]||1::45 Auto",
+          "incident_characteristics": "Non-Shooting Incident||Drug involvement||ATF/LE Confiscation/Raid/Arrest||Possession (gun(s) found during commission of other crimes)||Possession of gun by felon or prohibited person",
+          "latitude": 41.7808,
+          "location_description": null,
+          "longitude": -72.6827,
+          "n_guns_involved": 2.0,
+          "notes": "1 of 2 connected raids with Babcock St, drugs, AK47, 45 cal",
+          "participant_age": "0::37",
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Male",
+          "participant_name": "0::Luis Cruis",
+          "participant_relationship": null,
+          "participant_status": "0::Unharmed, Arrested",
+          "participant_type": "0::Subject-Suspect",
+          "sources": "http://wtnh.com/2015/09/10/drug-bust/",
+          "state_house_district": 7.0,
+          "state_senate_district": 2.0
+        }
+      },
+      {
+        "scenario_id": "194",
+        "features": {
+          "incident_id": 295990,
+          "date": "2015-02-21",
+          "state": "Pennsylvania",
+          "city_or_county": "Uniontown",
+          "address": "North Union Township",
+          "n_killed": 1,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/295990",
+          "source_url": "http://triblive.com/news/westmoreland/10776126-74/grady-walker-testified?utm_source=feedburner&utm_medium=feed&utm_campaign=Feed%3A+tribunereview%2Fwestmoreland+%28Westmoreland+News%29",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 9.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Shot - Dead (murder, accidental, suicide)||Domestic Violence",
+          "latitude": 39.8837,
+          "location_description": null,
+          "longitude": -79.7157,
+          "n_guns_involved": 1.0,
+          "notes": null,
+          "participant_age": "0::37||1::45",
+          "participant_age_group": "0::Adult 18+||1::Adult 18+",
+          "participant_gender": "0::Female||1::Male",
+          "participant_name": "0::Mya Ann Grady||1::Terry Walker",
+          "participant_relationship": "1::Significant others - current or former",
+          "participant_status": "0::Killed||1::Arrested",
+          "participant_type": "0::Victim||1::Subject-Suspect",
+          "sources": "http://www.post-gazette.com/local/region/2015/02/21/Uniontown-woman-found-shot-to-death-in-North-Union-Township/stories/201502210158||http://www.cbsnews.com/news/ex-boyfriend-wanted-in-shooting-of-pennsylvania-mom-found-dead-in-car/||http://triblive.com/news/westmoreland/10776126-74/grady-walker-testified?utm_source=feedburner&utm_medium=feed&utm_campaign=Feed%3A+tribunereview%2Fwestmoreland+%28Westmoreland+News%29",
+          "state_house_district": null,
+          "state_senate_district": null
+        }
+      },
+      {
+        "scenario_id": "195",
+        "features": {
+          "incident_id": 376738,
+          "date": "2015-07-17",
+          "state": "Arizona",
+          "city_or_county": "Scottsdale",
+          "address": "9700 block of East Happy Valley Road",
+          "n_killed": 0,
+          "n_injured": 1,
+          "incident_url": "http://www.gunviolencearchive.org/incident/376738",
+          "source_url": "http://www.azcentral.com/story/news/local/scottsdale/2017/02/13/scottsdale-woman-rhonda-cerny-sentenced-5-years-shooting-ex-husband/97845074/",
+          "incident_url_fields_missing": "False",
+          "congressional_district": null,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Shot - Wounded/Injured",
+          "latitude": null,
+          "location_description": null,
+          "longitude": null,
+          "n_guns_involved": 1.0,
+          "notes": null,
+          "participant_age": "1::59",
+          "participant_age_group": "0::Adult 18+||1::Adult 18+",
+          "participant_gender": "0::Male||1::Female",
+          "participant_name": "0::Craig Cerny||1::Rhonda Cerny",
+          "participant_relationship": null,
+          "participant_status": "0::Injured||1::Unharmed, Arrested",
+          "participant_type": "0::Victim||1::Subject-Suspect",
+          "sources": "http://www.azcentral.com/story/news/local/scottsdale/2015/07/17/scottsdale-shooting-man-hospitalized/30319399/||http://www.azcentral.com/story/news/local/scottsdale/2017/02/13/scottsdale-woman-rhonda-cerny-sentenced-5-years-shooting-ex-husband/97845074/",
+          "state_house_district": null,
+          "state_senate_district": null
+        }
+      },
+      {
+        "scenario_id": "196",
+        "features": {
+          "incident_id": 122025,
+          "date": "2014-04-04",
+          "state": "Alabama",
+          "city_or_county": "Booth",
+          "address": "County Road 81 ",
+          "n_killed": 1,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/122025",
+          "source_url": "http://www.wsfa.com/story/25164739/intruder-killed-by-autauga-co-homeowner-ided-second-suspect-arrested",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 2.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Shot - Dead (murder, accidental, suicide)||Home Invasion||Home Invasion - subject/suspect/perpetrator killed||Defensive Use",
+          "latitude": 32.5219,
+          "location_description": null,
+          "longitude": -86.5697,
+          "n_guns_involved": null,
+          "notes": "shot man in hi def",
+          "participant_age": "1::18||2::32",
+          "participant_age_group": "0::Adult 18+||1::Adult 18+||2::Adult 18+",
+          "participant_gender": "0::Female||1::Male||2::Male",
+          "participant_name": "1::Mikel Steven Smith||2::James Bryan Vance",
+          "participant_relationship": null,
+          "participant_status": "0::Unharmed||1::Killed||2::Unharmed",
+          "participant_type": "0::Victim||1::Subject-Suspect||2::Subject-Suspect",
+          "sources": "http://www.timesdaily.com/news/state/article_0d80f1e3-ec40-523a-8b1d-f5007293e5bc.html||http://www.waka.com/news/montgomery-news/Sheriffs-Officials-Autauga-County-Woman-Shoots-Intruder-253904171.html||http://www.wsfa.com/story/25164739/intruder-killed-by-autauga-co-homeowner-ided-second-suspect-arrested",
+          "state_house_district": 42.0,
+          "state_senate_district": 30.0
+        }
+      },
+      {
+        "scenario_id": "197",
+        "features": {
+          "incident_id": 1039759,
+          "date": "2018-01-12",
+          "state": "Ohio",
+          "city_or_county": "Independence",
+          "address": "6020 Quarry Ln",
+          "n_killed": 0,
+          "n_injured": 0,
+          "incident_url": "http://www.gunviolencearchive.org/incident/1039759",
+          "source_url": "http://www.cleveland.com/independence/index.ssf/2018/01/exuberant_partygoer_cited_for.html#incart_river_index",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 14.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Institution/Group/Business||Shots Fired - No Injuries",
+          "latitude": 41.3956,
+          "location_description": "Red Roof Inn",
+          "longitude": -81.6495,
+          "n_guns_involved": 1.0,
+          "notes": "celebratory gunfire",
+          "participant_age": null,
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Female",
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": "0::Unharmed, Arrested",
+          "participant_type": "0::Subject-Suspect",
+          "sources": "http://www.cleveland.com/independence/index.ssf/2018/01/exuberant_partygoer_cited_for.html#incart_river_index",
+          "state_house_district": 6.0,
+          "state_senate_district": 24.0
+        }
+      },
+      {
+        "scenario_id": "198",
+        "features": {
+          "incident_id": 414689,
+          "date": "2015-09-14",
+          "state": "Illinois",
+          "city_or_county": "Chicago",
+          "address": "7200 block of South Union Avenue",
+          "n_killed": 0,
+          "n_injured": 1,
+          "incident_url": "http://www.gunviolencearchive.org/incident/414689",
+          "source_url": "http://www.dnainfo.com/chicago/20150916/englewood/englewood-shootings-leave-teen-girl-man-wounded",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 1.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Shot - Wounded/Injured||Possession (gun(s) found during commission of other crimes)",
+          "latitude": 41.7633,
+          "location_description": null,
+          "longitude": -87.6419,
+          "n_guns_involved": null,
+          "notes": "Englewood - 2 men fire into group on sidewalk, wound 16 y/o girl;",
+          "participant_age": "0::16",
+          "participant_age_group": "0::Teen 12-17",
+          "participant_gender": "0::Female",
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": "0::Injured",
+          "participant_type": "0::Victim",
+          "sources": "http://www.dnainfo.com/chicago/20150916/englewood/englewood-shootings-leave-teen-girl-man-wounded",
+          "state_house_district": 31.0,
+          "state_senate_district": 16.0
+        }
+      },
+      {
+        "scenario_id": "199",
+        "features": {
+          "incident_id": 622476,
+          "date": "2016-08-05",
+          "state": "Illinois",
+          "city_or_county": "Chicago",
+          "address": "1500 block of South Harding Avenue",
+          "n_killed": 0,
+          "n_injured": 1,
+          "incident_url": "http://www.gunviolencearchive.org/incident/622476",
+          "source_url": "http://www.chicagotribune.com/news/local/breaking/ct-man-wounded-in-grand-crossing-shooting-20160805-story.html",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 4.0,
+          "gun_stolen": "0::Unknown",
+          "gun_type": "0::Unknown",
+          "incident_characteristics": "Shot - Wounded/Injured||Non-Aggression Incident||Accidental Shooting||Accidental Shooting - Injury||Accidental/Negligent Discharge||Self-Inflicted (not suicide or suicide attempt - NO PERP)",
+          "latitude": 41.8006,
+          "location_description": null,
+          "longitude": -87.722,
+          "n_guns_involved": 1.0,
+          "notes": "Teen grazed leg; believed self-inflicted;",
+          "participant_age": "0::18",
+          "participant_age_group": "0::Adult 18+",
+          "participant_gender": "0::Male",
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": "0::Injured",
+          "participant_type": "0::Victim",
+          "sources": "http://www.chicagotribune.com/news/local/breaking/ct-man-wounded-in-grand-crossing-shooting-20160805-story.html",
+          "state_house_district": 1.0,
+          "state_senate_district": 1.0
+        }
+      },
+      {
+        "scenario_id": "200",
+        "features": {
+          "incident_id": 512461,
+          "date": "2016-02-24",
+          "state": "Pennsylvania",
+          "city_or_county": "Monessen",
+          "address": "600 block of McMahon Avenue",
+          "n_killed": 0,
+          "n_injured": 2,
+          "incident_url": "http://www.gunviolencearchive.org/incident/512461",
+          "source_url": "http://www.wpxi.com/videos/news/witnesses-say-victims-beat-before-being-shot-in/vC7z9/",
+          "incident_url_fields_missing": "False",
+          "congressional_district": 9.0,
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": "Shot - Wounded/Injured",
+          "latitude": 40.1574,
+          "location_description": null,
+          "longitude": -79.8894,
+          "n_guns_involved": null,
+          "notes": null,
+          "participant_age": "0::24||1::26",
+          "participant_age_group": "0::Adult 18+||1::Adult 18+",
+          "participant_gender": "0::Male||1::Male",
+          "participant_name": "0::Travis Holmes||1::Phalonious Wilkerson",
+          "participant_relationship": null,
+          "participant_status": "0::Injured||1::Injured",
+          "participant_type": "0::Victim||1::Victim",
+          "sources": "http://www.wpxi.com/news/news/local/2-people-shot-monessen-medical-helicopters-called-/nqYM7/||http://triblive.com/news/westmoreland/10040329-74/911-call-gunshot?utm_source=feedburner&utm_medium=feed&utm_campaign=Feed%3A+alltribstories+%28TribLIVE+News%29||http://www.wpxi.com/videos/news/witnesses-say-victims-beat-before-being-shot-in/vC7z9/",
+          "state_house_district": null,
+          "state_senate_district": null
+        }
+      }
+    ],
+    "target_column": "n_killed",
+    "task_sub_type": "regression",
+    "ranking_ground_truth": {
+      "top_k_ids": [
+        "063",
+        "084",
+        "096"
+      ]
     },
-    "final_decision": {},
-    "what_if": {},
-    "ground_truth": {
-        "extracted_features": [
-            {
-                "scenario_id": "001",
-                "features": {
-                    "incident_id": 136154,
-                    "date": "2014-05-18",
-                    "state": "South Carolina",
-                    "city_or_county": "Columbia",
-                    "address": "7400 block of Garners Ferry Road",
-                    "n_killed": 1,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/136154",
-                    "source_url": "http://www.wistv.com/story/25547556/columbia-police-investigating-second-homicide-in-two-weeks",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 2.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Shot - Dead (murder, accidental, suicide)||Accidental Shooting||Accidental/Negligent Discharge",
-                    "latitude": 33.9693,
-                    "location_description": null,
-                    "longitude": -80.9464,
-                    "n_guns_involved": null,
-                    "notes": null,
-                    "participant_age": "1::19",
-                    "participant_age_group": "0::Adult 18+||1::Adult 18+",
-                    "participant_gender": "0::Male||1::Male",
-                    "participant_name": "1::Nicholas Reed Moses",
-                    "participant_relationship": null,
-                    "participant_status": "0::Killed||1::Unharmed",
-                    "participant_type": "0::Victim||1::Subject-Suspect",
-                    "sources": "http://www.wistv.com/story/25547556/columbia-police-investigating-second-homicide-in-two-weeks",
-                    "state_house_district": 70.0,
-                    "state_senate_district": 21.0
-                }
-            },
-            {
-                "scenario_id": "002",
-                "features": {
-                    "incident_id": 894730,
-                    "date": "2017-07-19",
-                    "state": "Illinois",
-                    "city_or_county": "Chicago",
-                    "address": "5300 block of S Winchester",
-                    "n_killed": 0,
-                    "n_injured": 1,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/894730",
-                    "source_url": "http://chicago.suntimes.com/news/17-year-old-boy-shot-in-back-of-the-yards-2/",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 7.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Shot - Wounded/Injured",
-                    "latitude": 41.7975,
-                    "location_description": "Back of the Yards neighborhood",
-                    "longitude": -87.6735,
-                    "n_guns_involved": 1.0,
-                    "notes": "1 of 2 walk-up attackers fires on teen; leg, stable;",
-                    "participant_age": "0::17",
-                    "participant_age_group": "0::Teen 12-17",
-                    "participant_gender": "0::Male||1::Male",
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": "0::Injured||1::Unharmed",
-                    "participant_type": "0::Victim||1::Subject-Suspect",
-                    "sources": "http://chicago.suntimes.com/news/17-year-old-boy-shot-in-back-of-the-yards-2/",
-                    "state_house_district": 6.0,
-                    "state_senate_district": 3.0
-                }
-            },
-            {
-                "scenario_id": "003",
-                "features": {
-                    "incident_id": 995340,
-                    "date": "2017-11-24",
-                    "state": "Tennessee",
-                    "city_or_county": "Chattanooga (East Ridge)",
-                    "address": "Edwin Ln",
-                    "n_killed": 0,
-                    "n_injured": 1,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/995340",
-                    "source_url": "http://www.wrcbtv.com/story/36923104/east-ridge-shooting-suspect-at-large",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 3.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Shot - Wounded/Injured",
-                    "latitude": 34.9999,
-                    "location_description": null,
-                    "longitude": -85.2628,
-                    "n_guns_involved": 1.0,
-                    "notes": "one shot",
-                    "participant_age": null,
-                    "participant_age_group": null,
-                    "participant_gender": null,
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": "0::Injured",
-                    "participant_type": "0::Victim",
-                    "sources": "http://www.wrcbtv.com/story/36923104/east-ridge-shooting-suspect-at-large",
-                    "state_house_district": 30.0,
-                    "state_senate_district": 10.0
-                }
-            },
-            {
-                "scenario_id": "004",
-                "features": {
-                    "incident_id": 812123,
-                    "date": "2017-03-30",
-                    "state": "Texas",
-                    "city_or_county": "Lubbock",
-                    "address": "1700 block of Ave R",
-                    "n_killed": 0,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/812123",
-                    "source_url": "http://www.kcbd.com/story/35059618/large-quantity-of-meth-and-illegal-firearms-discovered-at-two-lubbock-homes",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 19.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Non-Shooting Incident||Drug involvement||ATF/LE Confiscation/Raid/Arrest||Possession (gun(s) found during commission of other crimes)||Possession of gun by felon or prohibited person",
-                    "latitude": 33.5597,
-                    "location_description": null,
-                    "longitude": -101.856,
-                    "n_guns_involved": 1.0,
-                    "notes": "Drug involvement. Many illegal firearms found. Drugs and guns also found at 5300 block of 31st St. in Lubbock, TX on Mar. 30, 2017.",
-                    "participant_age": "0::38",
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Male",
-                    "participant_name": "0::Daniel Botello",
-                    "participant_relationship": null,
-                    "participant_status": "0::Unharmed, Arrested",
-                    "participant_type": "0::Subject-Suspect",
-                    "sources": "http://www.kcbd.com/story/35059618/large-quantity-of-meth-and-illegal-firearms-discovered-at-two-lubbock-homes",
-                    "state_house_district": null,
-                    "state_senate_district": 28.0
-                }
-            },
-            {
-                "scenario_id": "005",
-                "features": {
-                    "incident_id": 943278,
-                    "date": "2017-09-26",
-                    "state": "Florida",
-                    "city_or_county": "Boca Raton",
-                    "address": "1400 Block of W Glades Rd",
-                    "n_killed": 0,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/943278",
-                    "source_url": "http://www.palmbeachpost.com/news/crime--law/south-blotter-police-put-wrinkle-woman-attempt-steal-234-worth-face-cream/YnVkFBW99WewDGXTeo3VjP/",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": null,
-                    "gun_stolen": "0::Stolen",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Non-Shooting Incident||Gun(s) stolen from owner",
-                    "latitude": 26.3659,
-                    "location_description": null,
-                    "longitude": -80.1123,
-                    "n_guns_involved": 1.0,
-                    "notes": "unclear date; blotter",
-                    "participant_age": null,
-                    "participant_age_group": null,
-                    "participant_gender": null,
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": null,
-                    "participant_type": null,
-                    "sources": "http://www.palmbeachpost.com/news/crime--law/south-blotter-police-put-wrinkle-woman-attempt-steal-234-worth-face-cream/YnVkFBW99WewDGXTeo3VjP/",
-                    "state_house_district": null,
-                    "state_senate_district": null
-                }
-            },
-            {
-                "scenario_id": "006",
-                "features": {
-                    "incident_id": 770294,
-                    "date": "2017-02-07",
-                    "state": "Texas",
-                    "city_or_county": "Edna",
-                    "address": "200 block of E Church St",
-                    "n_killed": 1,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/770294",
-                    "source_url": "https://www.victoriaadvocate.com/news/2017/may/26/attorneys-analyze-charges-against-edna-woman/",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 27.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::40 SW",
-                    "incident_characteristics": "Shot - Dead (murder, accidental, suicide)||Domestic Violence",
-                    "latitude": 28.9774,
-                    "location_description": null,
-                    "longitude": -96.6437,
-                    "n_guns_involved": 1.0,
-                    "notes": "shot boyfriend in chest, self-def claim",
-                    "participant_age": "0::33||1::35",
-                    "participant_age_group": "0::Adult 18+||1::Adult 18+",
-                    "participant_gender": "0::Male||1::Female",
-                    "participant_name": "0::Jarrett Parker||1::Amber Nicole Sorensen",
-                    "participant_relationship": "1::Significant others - current or former",
-                    "participant_status": "0::Killed||1::Unharmed, Arrested",
-                    "participant_type": "0::Victim||1::Subject-Suspect",
-                    "sources": "http://www.crossroadstoday.com/story/34450748/edna-pd-edna-man-shot-and-killed-by-girlfriend||https://www.victoriaadvocate.com/news/2017/may/26/attorneys-analyze-charges-against-edna-woman/",
-                    "state_house_district": null,
-                    "state_senate_district": 18.0
-                }
-            },
-            {
-                "scenario_id": "007",
-                "features": {
-                    "incident_id": 574315,
-                    "date": "2016-06-07",
-                    "state": "Texas",
-                    "city_or_county": "Richmond",
-                    "address": "800 block of Maiden Lane",
-                    "n_killed": 1,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/574315",
-                    "source_url": "http://www.khou.com/news/crime/1-dead-another-arrested-in-fatal-shooting-in-richmond/235578672",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 22.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::223 Rem [AR-15]",
-                    "incident_characteristics": "Shot - Dead (murder, accidental, suicide)",
-                    "latitude": 29.5852,
-                    "location_description": null,
-                    "longitude": -95.7673,
-                    "n_guns_involved": 1.0,
-                    "notes": "1 killed.",
-                    "participant_age": "1::25",
-                    "participant_age_group": "0::Adult 18+||1::Adult 18+",
-                    "participant_gender": "0::Male||1::Male",
-                    "participant_name": "1::Travion Depaul Fountain",
-                    "participant_relationship": null,
-                    "participant_status": "0::Killed||1::Unharmed, Arrested",
-                    "participant_type": "0::Victim||1::Subject-Suspect",
-                    "sources": "http://thepolicenews.net/default.aspx?act=Newsletter.aspx&category=News+1-2&newsletterid=61382&menugroup=Home||http://www.khou.com/news/crime/1-dead-another-arrested-in-fatal-shooting-in-richmond/235578672",
-                    "state_house_district": 85.0,
-                    "state_senate_district": 18.0
-                }
-            },
-            {
-                "scenario_id": "008",
-                "features": {
-                    "incident_id": 1041154,
-                    "date": "2018-01-13",
-                    "state": "District of Columbia",
-                    "city_or_county": "Washington",
-                    "address": "4700 block of S Capitol St SE",
-                    "n_killed": 0,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/1041154",
-                    "source_url": "https://mpdc.dc.gov/release/suspect-sought-armed-carjacking-gun-offense-4700-block-south-capitol-street-southeast",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": null,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Non-Shooting Incident||Car-jacking||Brandishing/flourishing/open carry/lost/found",
-                    "latitude": 38.8218,
-                    "location_description": null,
-                    "longitude": -77.0012,
-                    "n_guns_involved": 1.0,
-                    "notes": null,
-                    "participant_age": null,
-                    "participant_age_group": null,
-                    "participant_gender": "0::Male",
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": "0::Unharmed",
-                    "participant_type": "0::Subject-Suspect",
-                    "sources": "https://mpdc.dc.gov/release/suspect-sought-armed-carjacking-gun-offense-4700-block-south-capitol-street-southeast",
-                    "state_house_district": null,
-                    "state_senate_district": null
-                }
-            },
-            {
-                "scenario_id": "009",
-                "features": {
-                    "incident_id": 165402,
-                    "date": "2014-01-17",
-                    "state": "Texas",
-                    "city_or_county": "Corpus Christi",
-                    "address": "802 Barry St.",
-                    "n_killed": 0,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/165402",
-                    "source_url": "http://ccpdblotter.com/2014/01/17/patrol-report-january-17-2014/",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 27.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Armed robbery with injury/death and/or evidence of DGU found",
-                    "latitude": 27.7297,
-                    "location_description": null,
-                    "longitude": -97.3786,
-                    "n_guns_involved": null,
-                    "notes": "ar, Corpus Christi police investigating",
-                    "participant_age": "0::21",
-                    "participant_age_group": "0::Adult 18+||1::Adult 18+||2::Adult 18+",
-                    "participant_gender": "0::Female||1::Male||2::Male",
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": "0::Unharmed||1::Unharmed||2::Unharmed",
-                    "participant_type": "0::Victim||1::Subject-Suspect||2::Subject-Suspect",
-                    "sources": "http://ccpdblotter.com/2014/01/17/patrol-report-january-17-2014/",
-                    "state_house_district": 34.0,
-                    "state_senate_district": 20.0
-                }
-            },
-            {
-                "scenario_id": "010",
-                "features": {
-                    "incident_id": 194534,
-                    "date": "2014-09-20",
-                    "state": "Louisiana",
-                    "city_or_county": "New Orleans",
-                    "address": "7200 block of Lake Willow Drive ",
-                    "n_killed": 0,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/194534",
-                    "source_url": "http://www.nola.com/crime/index.ssf/2014/09/2_women_robbed_at_gunpoint_in.html#incart_river",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 2.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Armed robbery with injury/death and/or evidence of DGU found",
-                    "latitude": 30.0326,
-                    "location_description": null,
-                    "longitude": -90.0013,
-                    "n_guns_involved": null,
-                    "notes": "2 women robbed at gunpoint",
-                    "participant_age": "0::29||1::30",
-                    "participant_age_group": "0::Adult 18+||1::Adult 18+||2::Adult 18+",
-                    "participant_gender": "0::Female||1::Female||2::Male",
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": "0::Unharmed||1::Unharmed||2::Unharmed",
-                    "participant_type": "0::Victim||1::Victim||2::Subject-Suspect",
-                    "sources": "http://www.nola.com/crime/index.ssf/2014/09/2_women_robbed_at_gunpoint_in.html#incart_river",
-                    "state_house_district": 99.0,
-                    "state_senate_district": 4.0
-                }
-            },
-            {
-                "scenario_id": "011",
-                "features": {
-                    "incident_id": 804280,
-                    "date": "2017-03-27",
-                    "state": "South Carolina",
-                    "city_or_county": "Anderson",
-                    "address": "Cloverhill Drive",
-                    "n_killed": 1,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/804280",
-                    "source_url": "http://www.live5news.com/story/35005647/coroner-responding-to-anderson-co-shooting",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 3.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Shot - Dead (murder, accidental, suicide)||Domestic Violence",
-                    "latitude": 34.447,
-                    "location_description": null,
-                    "longitude": -82.6299,
-                    "n_guns_involved": 1.0,
-                    "notes": null,
-                    "participant_age": "0::23",
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Male||1::Female",
-                    "participant_name": "0::Otto Thomas Mahsetky Jr.",
-                    "participant_relationship": "1::Family",
-                    "participant_status": "0::Killed",
-                    "participant_type": "0::Victim||1::Subject-Suspect",
-                    "sources": "http://www.wtvm.com/story/35005647/coroner-responding-to-anderson-co-shooting||http://www.live5news.com/story/35005647/coroner-responding-to-anderson-co-shooting",
-                    "state_house_district": 7.0,
-                    "state_senate_district": 4.0
-                }
-            },
-            {
-                "scenario_id": "012",
-                "features": {
-                    "incident_id": 138536,
-                    "date": "2014-05-24",
-                    "state": "Illinois",
-                    "city_or_county": "Chicago",
-                    "address": "500 North Laramie Avenue",
-                    "n_killed": 0,
-                    "n_injured": 2,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/138536",
-                    "source_url": "http://www.dnainfo.com/chicago/20140525/austin/one-dead-seven-wounded-overnight-shootings",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 7.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Shot - Wounded/Injured||Possession (gun(s) found during commission of other crimes)",
-                    "latitude": 41.8894,
-                    "location_description": null,
-                    "longitude": -87.7555,
-                    "n_guns_involved": null,
-                    "notes": "2 shot/injured by walk-up gunman.",
-                    "participant_age": "0::19||1::20",
-                    "participant_age_group": "0::Adult 18+||1::Adult 18+||2::Adult 18+",
-                    "participant_gender": "0::Male||1::Male||2::Male",
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": "0::Injured||1::Injured||2::Unharmed",
-                    "participant_type": "0::Victim||1::Victim||2::Subject-Suspect",
-                    "sources": "http://www.dnainfo.com/chicago/20140525/austin/one-dead-seven-wounded-overnight-shootings",
-                    "state_house_district": 8.0,
-                    "state_senate_district": 4.0
-                }
-            },
-            {
-                "scenario_id": "013",
-                "features": {
-                    "incident_id": 525944,
-                    "date": "2016-03-19",
-                    "state": "Texas",
-                    "city_or_county": "Palestine",
-                    "address": "300 block of Anderson County Road 1370",
-                    "n_killed": 1,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/525944",
-                    "source_url": "http://thepolicenews.net/default.aspx?act=Newsletter.aspx&category=News+1-2&newsletterid=60061&menugroup=Home",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 5.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Rifle",
-                    "incident_characteristics": "Shot - Dead (murder, accidental, suicide)||Non-Aggression Incident||Accidental Shooting||Accidental Shooting - Death||Accidental/Negligent Discharge||Child Involved Incident||Child picked up & fired gun",
-                    "latitude": 31.7482,
-                    "location_description": null,
-                    "longitude": -95.6811,
-                    "n_guns_involved": 1.0,
-                    "notes": "Child picked up a rifle while in the room with an adult relative who was cleaning weapons. The gun discharged through door, fatally struck adult female.",
-                    "participant_age": "0::23||1::8",
-                    "participant_age_group": "0::Adult 18+||1::Child 0-11",
-                    "participant_gender": "0::Female||1::Male",
-                    "participant_name": "0::Carmen Danielle Morris",
-                    "participant_relationship": "1::Family",
-                    "participant_status": "0::Killed||1::Unharmed",
-                    "participant_type": "0::Victim||1::Subject-Suspect",
-                    "sources": "http://www.palestineherald.com/news/child-accidentally-shoots-relative/article_7fc4acb4-ef97-11e5-b045-b715027a6a24.html||http://www.palestineherald.com/news/year-old-mother-dies-in-accidental-shooting/article_19fc8d50-efc6-11e5-b598-9fcdf6d034bd.html||http://thepolicenews.net/default.aspx?act=Newsletter.aspx&category=News+1-2&newsletterid=60061&menugroup=Home",
-                    "state_house_district": 8.0,
-                    "state_senate_district": 3.0
-                }
-            },
-            {
-                "scenario_id": "014",
-                "features": {
-                    "incident_id": 800576,
-                    "date": "2017-03-22",
-                    "state": "Ohio",
-                    "city_or_county": "Cincinnati (Lockland)",
-                    "address": "619 W Wyoming Ave",
-                    "n_killed": 1,
-                    "n_injured": 1,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/800576",
-                    "source_url": "http://local12.com/news/local/investigators-arrest-lockland-murder-suspect-in-mississippi",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": null,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Shot - Wounded/Injured||Shot - Dead (murder, accidental, suicide)",
-                    "latitude": 39.2269,
-                    "location_description": null,
-                    "longitude": -84.4619,
-                    "n_guns_involved": 1.0,
-                    "notes": "Man killed, 2nd victim wounded; 2 men being questioned; dead man's best friend killed at same address in 2014; Myles arrested in MS 3/19/18",
-                    "participant_age": "0::33||1::22",
-                    "participant_age_group": "0::Adult 18+||1::Adult 18+||2::Adult 18+||3::Adult 18+",
-                    "participant_gender": "0::Male||1::Male||2::Male||3::Male",
-                    "participant_name": "0::Ricky Julius Peeper||1::Tony Rembert Jr.||2::Gerry Myles",
-                    "participant_relationship": null,
-                    "participant_status": "0::Killed||1::Injured||2::Unharmed, Arrested||3::Unharmed",
-                    "participant_type": "0::Victim||1::Victim||2::Subject-Suspect||3::Subject-Suspect",
-                    "sources": "http://www.wlwt.com/article/police-respond-to-reports-of-2-shot-in-lockland/9170182||http://www.fox19.com/story/34975947/police-respond-to-lockland-shooting||http://www.wlwt.com/article/police-respond-to-reports-of-2-shot-in-lockland/9170182||http://www.wcpo.com/news/crime/pd-double-shooting-in-lockland-kills-man-injures-another||http://local12.com/news/local/investigators-arrest-lockland-murder-suspect-in-mississippi",
-                    "state_house_district": null,
-                    "state_senate_district": null
-                }
-            },
-            {
-                "scenario_id": "015",
-                "features": {
-                    "incident_id": 376789,
-                    "date": "2015-07-17",
-                    "state": "Massachusetts",
-                    "city_or_county": "Boston",
-                    "address": "Normandy and Stanwood Street",
-                    "n_killed": 0,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/376789",
-                    "source_url": "http://bpdnews.com/news/2015/7/18/one-less-gun-officers-recover-loaded-firearm-from-suspect-during-search-warrant-in-roxbury",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 7.0,
-                    "gun_stolen": "0::Stolen",
-                    "gun_type": "0::9mm",
-                    "incident_characteristics": "Non-Shooting Incident||Drug involvement||ATF/LE Confiscation/Raid/Arrest||Possession (gun(s) found during commission of other crimes)||Stolen/Illegally owned gun{s} recovered during arrest/warrant",
-                    "latitude": 42.3093,
-                    "location_description": null,
-                    "longitude": -71.0803,
-                    "n_guns_involved": 1.0,
-                    "notes": "Roxbury, drugs and S&W M9 9mm stolen in 2013",
-                    "participant_age": "0::24",
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Male",
-                    "participant_name": "0::Christopher Bonaventure",
-                    "participant_relationship": null,
-                    "participant_status": "0::Unharmed, Arrested",
-                    "participant_type": "0::Subject-Suspect",
-                    "sources": "http://bpdnews.com/news/2015/7/18/one-less-gun-officers-recover-loaded-firearm-from-suspect-during-search-warrant-in-roxbury",
-                    "state_house_district": null,
-                    "state_senate_district": null
-                }
-            },
-            {
-                "scenario_id": "016",
-                "features": {
-                    "incident_id": 1053532,
-                    "date": "2018-01-13",
-                    "state": "Colorado",
-                    "city_or_county": "Grand Junction",
-                    "address": "400 block of Chatfield Ln",
-                    "n_killed": 0,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/1053532",
-                    "source_url": "https://www.gjsentinel.com/news/blotter/blotter-feb/article_eeaffd78-1479-11e8-a373-10604b9f6eda.html",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 3.0,
-                    "gun_stolen": "0::Stolen||1::Stolen",
-                    "gun_type": "0::Unknown||1::223 Rem [AR-15]",
-                    "incident_characteristics": "Non-Shooting Incident||Unlawful purchase/sale||Gun(s) stolen from owner||Stolen/Illegally owned gun{s} recovered during arrest/warrant||Assault weapon (AR-15, AK-47, and ALL variants defined by law enforcement)",
-                    "latitude": 39.0706,
-                    "location_description": null,
-                    "longitude": -108.466,
-                    "n_guns_involved": 2.0,
-                    "notes": "Guns stolen from vehicle; gun illegally sold; original owner recovered rifle.",
-                    "participant_age": "0::19",
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Male",
-                    "participant_name": "0::Michael Alexander Stewart",
-                    "participant_relationship": null,
-                    "participant_status": "0::Unharmed, Arrested",
-                    "participant_type": "0::Subject-Suspect",
-                    "sources": "https://www.gjsentinel.com/news/blotter/blotter-feb/article_eeaffd78-1479-11e8-a373-10604b9f6eda.html",
-                    "state_house_district": 55.0,
-                    "state_senate_district": 7.0
-                }
-            },
-            {
-                "scenario_id": "017",
-                "features": {
-                    "incident_id": 710315,
-                    "date": "2016-11-23",
-                    "state": "New York",
-                    "city_or_county": "Brooklyn",
-                    "address": "Williams Avenue",
-                    "n_killed": 0,
-                    "n_injured": 1,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/710315",
-                    "source_url": "http://www.nydailynews.com/new-york/nyc-crime/man-shot-dead-bronx-wounded-brooklyn-article-1.2886178",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 8.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Shot - Wounded/Injured",
-                    "latitude": 40.6627,
-                    "location_description": "East New York",
-                    "longitude": -73.8974,
-                    "n_guns_involved": 1.0,
-                    "notes": "near Livonia Ave, shot in ankle",
-                    "participant_age": "0::19",
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Male",
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": "0::Injured",
-                    "participant_type": "0::Victim",
-                    "sources": "http://www.nydailynews.com/new-york/nyc-crime/man-shot-dead-bronx-wounded-brooklyn-article-1.2886178",
-                    "state_house_district": 60.0,
-                    "state_senate_district": 19.0
-                }
-            },
-            {
-                "scenario_id": "019",
-                "features": {
-                    "incident_id": 724991,
-                    "date": "2016-12-12",
-                    "state": "California",
-                    "city_or_county": "Ventura",
-                    "address": "500 E Harbor Blvd",
-                    "n_killed": 0,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/724991",
-                    "source_url": "http://www.vcstar.com/story/news/local/communities/ventura/2016/12/13/homeless-man-arrested-after-shots-fired-ventura/95365066/",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 24.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Shots Fired - No Injuries",
-                    "latitude": 34.2765,
-                    "location_description": null,
-                    "longitude": -119.291,
-                    "n_guns_involved": 1.0,
-                    "notes": "34.276899, -119.293099",
-                    "participant_age": "0::45",
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Male",
-                    "participant_name": "0::John Eldridge",
-                    "participant_relationship": null,
-                    "participant_status": "0::Unharmed, Arrested",
-                    "participant_type": "0::Subject-Suspect",
-                    "sources": "http://www.vcstar.com/story/news/local/communities/ventura/2016/12/13/homeless-man-arrested-after-shots-fired-ventura/95365066/",
-                    "state_house_district": 37.0,
-                    "state_senate_district": 19.0
-                }
-            },
-            {
-                "scenario_id": "020",
-                "features": {
-                    "incident_id": 648515,
-                    "date": "2016-08-31",
-                    "state": "Tennessee",
-                    "city_or_county": "Athens",
-                    "address": "Cook Drive",
-                    "n_killed": 0,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/648515",
-                    "source_url": "http://www.dailypostathenian.com/news/article_96395653-1c82-55c4-8c8b-2b65a3d16e7c.html",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 3.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Shots Fired - No Injuries",
-                    "latitude": 35.4434,
-                    "location_description": "Cook Park",
-                    "longitude": -84.6022,
-                    "n_guns_involved": 1.0,
-                    "notes": "shots fired",
-                    "participant_age": null,
-                    "participant_age_group": null,
-                    "participant_gender": null,
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": "0::Unharmed, Arrested||1::Unharmed, Arrested",
-                    "participant_type": "0::Subject-Suspect||1::Subject-Suspect",
-                    "sources": "http://www.dailypostathenian.com/news/article_96395653-1c82-55c4-8c8b-2b65a3d16e7c.html",
-                    "state_house_district": 23.0,
-                    "state_senate_district": 9.0
-                }
-            },
-            {
-                "scenario_id": "021",
-                "features": {
-                    "incident_id": 179749,
-                    "date": "2014-08-21",
-                    "state": "Arkansas",
-                    "city_or_county": "Yellville",
-                    "address": "102 Highway 62 E",
-                    "n_killed": 0,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/179749",
-                    "source_url": "http://www.ky3.com/news/local/three-arrested-after-armed-robbery-in-marion-county/21048998_27661014",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 3.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Armed robbery with injury/death and/or evidence of DGU found||Possession (gun(s) found during commission of other crimes)||Institution/Group/Business",
-                    "latitude": 36.226,
-                    "location_description": null,
-                    "longitude": -92.6828,
-                    "n_guns_involved": null,
-                    "notes": null,
-                    "participant_age": "1::19||2::19||3::21",
-                    "participant_age_group": "1::Adult 18+||2::Adult 18+||3::Adult 18+",
-                    "participant_gender": "2::Male",
-                    "participant_name": "1::Teal Hampton||2::David Wilson||3::Houston Dunsing",
-                    "participant_relationship": null,
-                    "participant_status": "1::Unharmed||2::Unharmed||3::Unharmed",
-                    "participant_type": "0::Victim||1::Subject-Suspect||2::Subject-Suspect||3::Subject-Suspect",
-                    "sources": "http://www.ky3.com/news/local/three-arrested-after-armed-robbery-in-marion-county/21048998_27661014",
-                    "state_house_district": 99.0,
-                    "state_senate_district": 17.0
-                }
-            },
-            {
-                "scenario_id": "022",
-                "features": {
-                    "incident_id": 612782,
-                    "date": "2016-07-24",
-                    "state": "Virginia",
-                    "city_or_county": "Danville",
-                    "address": "500 block of Henry Street",
-                    "n_killed": 0,
-                    "n_injured": 1,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/612782",
-                    "source_url": "http://www.wdbj7.com/content/news/Danville-man--388177842.html",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 5.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Shot - Wounded/Injured",
-                    "latitude": 36.596,
-                    "location_description": null,
-                    "longitude": -79.392,
-                    "n_guns_involved": null,
-                    "notes": null,
-                    "participant_age": "0::23",
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Male",
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": "0::Injured",
-                    "participant_type": "0::Victim",
-                    "sources": "http://www.wdbj7.com/content/news/Danville-man--388177842.html",
-                    "state_house_district": 14.0,
-                    "state_senate_district": 20.0
-                }
-            },
-            {
-                "scenario_id": "023",
-                "features": {
-                    "incident_id": 827827,
-                    "date": "2017-04-24",
-                    "state": "New York",
-                    "city_or_county": "Rochester",
-                    "address": "Maple Street",
-                    "n_killed": 0,
-                    "n_injured": 1,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/827827",
-                    "source_url": "http://www.whec.com/news/man-shot-rochester-west-side/4462291/?cat=565",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 25.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Shot - Wounded/Injured",
-                    "latitude": 43.1552,
-                    "location_description": null,
-                    "longitude": -77.644,
-                    "n_guns_involved": 1.0,
-                    "notes": null,
-                    "participant_age": "0::28",
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Male",
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": "0::Injured",
-                    "participant_type": "0::Victim",
-                    "sources": "http://www.whec.com/news/man-shot-rochester-west-side/4462291/?cat=565",
-                    "state_house_district": 137.0,
-                    "state_senate_district": 56.0
-                }
-            },
-            {
-                "scenario_id": "024",
-                "features": {
-                    "incident_id": 420052,
-                    "date": "2015-09-23",
-                    "state": "Indiana",
-                    "city_or_county": "Charlestown",
-                    "address": "Marshall Drive",
-                    "n_killed": 0,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/420052",
-                    "source_url": "http://www.newsandtribune.com/news/charlestown-man-in-jail-for-allegedly-test-firing-gun/article_0bfa5bb2-639c-11e5-aad3-ef3a5c645ff0.html",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 9.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Handgun",
-                    "incident_characteristics": "Shots Fired - No Injuries||Officer Involved Incident||Officer Involved Incident - Weapon involved but no shots fired||Possession (gun(s) found during commission of other crimes)",
-                    "latitude": 38.4464,
-                    "location_description": null,
-                    "longitude": -85.6716,
-                    "n_guns_involved": 1.0,
-                    "notes": "Man held w/o bond on charge of firing gun behind home where children lived; gun, magazine recovered",
-                    "participant_age": "0::19",
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Male",
-                    "participant_name": "0::Diaundre Newby",
-                    "participant_relationship": null,
-                    "participant_status": "0::Unharmed, Arrested",
-                    "participant_type": "0::Subject-Suspect",
-                    "sources": "http://www.newsandtribune.com/news/charlestown-man-in-jail-for-allegedly-test-firing-gun/article_0bfa5bb2-639c-11e5-aad3-ef3a5c645ff0.html",
-                    "state_house_district": 66.0,
-                    "state_senate_district": 45.0
-                }
-            },
-            {
-                "scenario_id": "026",
-                "features": {
-                    "incident_id": 942114,
-                    "date": "2017-09-25",
-                    "state": "Illinois",
-                    "city_or_county": "Chicago",
-                    "address": "1100 S Troy St",
-                    "n_killed": 0,
-                    "n_injured": 1,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/942114",
-                    "source_url": "http://chicago.suntimes.com/news/man-hurt-in-lawndale-shooting-3/",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": null,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Shot - Wounded/Injured",
-                    "latitude": null,
-                    "location_description": "(Lawndale)",
-                    "longitude": null,
-                    "n_guns_involved": 1.0,
-                    "notes": "11:09 Walk-up shooter hits man in parked car, both legs, serious;",
-                    "participant_age": "0::32",
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Male||1::Male",
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": "0::Injured||1::Unharmed",
-                    "participant_type": "0::Victim||1::Subject-Suspect",
-                    "sources": "http://chicago.suntimes.com/news/man-hurt-in-lawndale-shooting-3/",
-                    "state_house_district": null,
-                    "state_senate_district": null
-                }
-            },
-            {
-                "scenario_id": "027",
-                "features": {
-                    "incident_id": 434070,
-                    "date": "2015-10-16",
-                    "state": "Louisiana",
-                    "city_or_county": "Shreveport",
-                    "address": "8400 block of Linwood Avenue",
-                    "n_killed": 1,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/434070",
-                    "source_url": "http://www.ksla.com/story/30309853/services-set-this-week-for-slain-security-guard",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 4.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Shot - Dead (murder, accidental, suicide)||Institution/Group/Business||Officer Involved Incident||Officer Involved Shooting - Officer killed||Armed robbery with injury/death and/or evidence of DGU found",
-                    "latitude": 32.4272,
-                    "location_description": "Thrifty Liquor",
-                    "longitude": -93.7634,
-                    "n_guns_involved": null,
-                    "notes": "Man enters store where victim was working security and shoots him.",
-                    "participant_age": "0::56",
-                    "participant_age_group": "0::Adult 18+||1::Adult 18+",
-                    "participant_gender": "0::Male||1::Male",
-                    "participant_name": "0::Michael Wayne Henry",
-                    "participant_relationship": "1::Armed Robbery",
-                    "participant_status": "0::Killed||1::Unharmed",
-                    "participant_type": "0::Victim||1::Subject-Suspect",
-                    "sources": "http://www.ksla.com/story/30309853/services-set-this-week-for-slain-security-guard",
-                    "state_house_district": 3.0,
-                    "state_senate_district": 39.0
-                }
-            },
-            {
-                "scenario_id": "028",
-                "features": {
-                    "incident_id": 141973,
-                    "date": "2014-06-01",
-                    "state": "Iowa",
-                    "city_or_county": "Coalville",
-                    "address": "Old Mill Road",
-                    "n_killed": 0,
-                    "n_injured": 1,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/141973",
-                    "source_url": "http://www.kcci.com/news/two-men-seriously-injured-after-attempted-robbery/26280058#!TFoVI",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 4.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Shot - Wounded/Injured||Home Invasion||Home Invasion - subject/suspect/perpetrator injured||Defensive Use",
-                    "latitude": 42.4452,
-                    "location_description": null,
-                    "longitude": -94.1258,
-                    "n_guns_involved": null,
-                    "notes": "hi 1mpi; Victim was stabbed",
-                    "participant_age": null,
-                    "participant_age_group": "0::Adult 18+||1::Adult 18+",
-                    "participant_gender": "0::Male||1::Male",
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": "0::Unharmed||1::Injured",
-                    "participant_type": "0::Victim||1::Subject-Suspect",
-                    "sources": "http://www.kcci.com/news/two-men-seriously-injured-after-attempted-robbery/26280058#!TSaGt||http://www.kcci.com/news/two-men-seriously-injured-after-attempted-robbery/26280058#!TFoVI",
-                    "state_house_district": 48.0,
-                    "state_senate_district": 24.0
-                }
-            },
-            {
-                "scenario_id": "029",
-                "features": {
-                    "incident_id": 999338,
-                    "date": "2017-12-01",
-                    "state": "Tennessee",
-                    "city_or_county": "Chattanooga",
-                    "address": "3900 block of Dodds Ave",
-                    "n_killed": 0,
-                    "n_injured": 1,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/999338",
-                    "source_url": "http://www.wrcbtv.com/story/36974869/shooting-victim-shows-up-at-local-hospital-cpd-investigating",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 3.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Shot - Wounded/Injured",
-                    "latitude": 34.9974,
-                    "location_description": null,
-                    "longitude": -85.2832,
-                    "n_guns_involved": 1.0,
-                    "notes": "person shot showed up at local hospital",
-                    "participant_age": null,
-                    "participant_age_group": null,
-                    "participant_gender": null,
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": "0::Injured",
-                    "participant_type": "0::Victim",
-                    "sources": "http://www.wrcbtv.com/story/36974869/shooting-victim-shows-up-at-local-hospital-cpd-investigating",
-                    "state_house_district": 30.0,
-                    "state_senate_district": 10.0
-                }
-            },
-            {
-                "scenario_id": "030",
-                "features": {
-                    "incident_id": 587716,
-                    "date": "2016-06-24",
-                    "state": "Massachusetts",
-                    "city_or_county": "Boston",
-                    "address": "17 Doone Avenue",
-                    "n_killed": 1,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/587716",
-                    "source_url": null,
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 7.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Shot - Dead (murder, accidental, suicide)||Domestic Violence||Possession of gun by felon or prohibited person",
-                    "latitude": 42.2779,
-                    "location_description": null,
-                    "longitude": -71.0827,
-                    "n_guns_involved": 1.0,
-                    "notes": "Mattapan, dv, shot multiple times, arrest Sept 2016",
-                    "participant_age": "0::43||1::51",
-                    "participant_age_group": "0::Adult 18+||1::Adult 18+",
-                    "participant_gender": "0::Male||1::Male",
-                    "participant_name": "0::Jermaine Good||1::Rogers Jordan",
-                    "participant_relationship": null,
-                    "participant_status": "0::Killed||1::Unharmed, Arrested",
-                    "participant_type": "0::Victim||1::Subject-Suspect",
-                    "sources": "http://www.necn.com/news/new-england/Boston-Police-Mattapan-Shooting-384307711.html||http://www.wcvb.com/news/man-shot-in-boston/40211788||http://bpdnews.com/news/2016/7/6/update-victim-identified-in-death-investigation-in-the-area-of-17-doone-ave-mattapan||http://bpdnews.com/news/2016/9/27/update-arrest-made-in-connection-to-death-investigation-in-the-area-of-17-doone-avenue-in-mattapan",
-                    "state_house_district": null,
-                    "state_senate_district": null
-                }
-            },
-            {
-                "scenario_id": "031",
-                "features": {
-                    "incident_id": 674603,
-                    "date": "2016-10-12",
-                    "state": "Louisiana",
-                    "city_or_county": "Harvey",
-                    "address": "2200 block of Alex Kornman Boulevard",
-                    "n_killed": 1,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/674603",
-                    "source_url": "http://www.nola.com/crime/index.ssf/2016/10/caron_white_javon_lacrosse_har.html#incart_most-read_crime_article",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": null,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Shot - Dead (murder, accidental, suicide)||Drive-by (car to street, car to car)",
-                    "latitude": null,
-                    "location_description": null,
-                    "longitude": null,
-                    "n_guns_involved": 1.0,
-                    "notes": "LB1SHOT, Jefferson Parish",
-                    "participant_age": "0::22||1::17||2::18||3::20",
-                    "participant_age_group": "0::Adult 18+||1::Teen 12-17||2::Adult 18+||3::Adult 18+||4::Adult 18+",
-                    "participant_gender": "0::Male||1::Male||2::Male||3::Female||4::Male",
-                    "participant_name": "0::Caron White||1::Jyrell Poole||2::Dequincy Batiste||3::Kendra Dupre||4::Javon \"Little Red\" Lacrosse",
-                    "participant_relationship": null,
-                    "participant_status": "0::Killed||1::Unharmed, Arrested||2::Unharmed, Arrested||3::Unharmed, Arrested||4::Unharmed",
-                    "participant_type": "0::Victim||1::Subject-Suspect||2::Subject-Suspect||3::Subject-Suspect||4::Subject-Suspect",
-                    "sources": "http://www.nola.com/crime/index.ssf/2016/10/man_shot_in_harvey_2.html#incart_river_index||http://www.nola.com/crime/index.ssf/2016/10/1_man_dead_following_harvey_sh.html||http://www.nola.com/crime/index.ssf/2016/10/victim_identified_in_wednesday.html#incart_river_index||http://www.nola.com/crime/index.ssf/2016/10/caron_white_javon_lacrosse_har.html#incart_most-read_crime_article",
-                    "state_house_district": null,
-                    "state_senate_district": null
-                }
-            },
-            {
-                "scenario_id": "032",
-                "features": {
-                    "incident_id": 427275,
-                    "date": "2015-10-07",
-                    "state": "District of Columbia",
-                    "city_or_county": "Washington",
-                    "address": "Martin Luther King Jr. Ave and Malcolm X Ave, SE",
-                    "n_killed": 0,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/427275",
-                    "source_url": "https://twitter.com/DCPoliceDept/status/651957167206043652",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 1.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Non-Shooting Incident||Car-jacking",
-                    "latitude": 38.8451,
-                    "location_description": null,
-                    "longitude": -76.9974,
-                    "n_guns_involved": null,
-                    "notes": null,
-                    "participant_age": null,
-                    "participant_age_group": "0::Adult 18+||1::Adult 18+||2::Adult 18+",
-                    "participant_gender": "1::Male||2::Male",
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": "0::Unharmed",
-                    "participant_type": "0::Victim||1::Subject-Suspect||2::Subject-Suspect",
-                    "sources": "https://twitter.com/DCPoliceDept/status/651957167206043652",
-                    "state_house_district": null,
-                    "state_senate_district": null
-                }
-            },
-            {
-                "scenario_id": "033",
-                "features": {
-                    "incident_id": 110779,
-                    "date": "2014-02-28",
-                    "state": "Florida",
-                    "city_or_county": "Brevard County",
-                    "address": null,
-                    "n_killed": 1,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/110779",
-                    "source_url": "http://www.orlandosentinel.com/news/local/breakingnews/os-armed-man-brevard-courthouse-20140228,0,4008034.story",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 8.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Officer Involved Incident||Officer Involved Shooting - subject/suspect/perpetrator killed",
-                    "latitude": 28.2639,
-                    "location_description": null,
-                    "longitude": -80.7214,
-                    "n_guns_involved": null,
-                    "notes": null,
-                    "participant_age": null,
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Male",
-                    "participant_name": "0::Robert Striffler",
-                    "participant_relationship": null,
-                    "participant_status": "0::Killed",
-                    "participant_type": "0::Victim",
-                    "sources": "http://www.orlandosentinel.com/news/local/breakingnews/os-armed-man-brevard-courthouse-20140228,0,4008034.story||http://www.orlandosentinel.com/news/local/breakingnews/os-armed-man-brevard-courthouse-20140228,0,4008034.story",
-                    "state_house_district": 52.0,
-                    "state_senate_district": 16.0
-                }
-            },
-            {
-                "scenario_id": "034",
-                "features": {
-                    "incident_id": 599772,
-                    "date": "2016-07-07",
-                    "state": "Nebraska",
-                    "city_or_county": "Lincoln",
-                    "address": "2940 N. 14th Street",
-                    "n_killed": 1,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/599772",
-                    "source_url": "http://www.1011now.com/content/news/Police-expected-to-provide-update-in-Kwik-Shop-Murder-Case--Watch-briefing-live-393541721.html",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": null,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Shot - Dead (murder, accidental, suicide)||Institution/Group/Business||Armed robbery with injury/death and/or evidence of DGU found",
-                    "latitude": null,
-                    "location_description": "Kwik Shop",
-                    "longitude": null,
-                    "n_guns_involved": 1.0,
-                    "notes": null,
-                    "participant_age": "0::51||1::18",
-                    "participant_age_group": "0::Adult 18+||1::Adult 18+",
-                    "participant_gender": "0::Male||1::Male",
-                    "participant_name": "0::Robert L. Hanna||1::Rodzela J. Jones",
-                    "participant_relationship": "1::Armed Robbery",
-                    "participant_status": "0::Killed||1::Unharmed",
-                    "participant_type": "0::Victim||1::Subject-Suspect",
-                    "sources": "http://journalstar.com/news/local/911/shooting-victim-was-a-big-brother-to-many-family-says/article_b620c951-d912-553d-af1d-6d6e764fcfcd.html||http://www.ketv.com/news/police-clerk-shot-killed-during-lincoln-robbery/40397006||http://www.1011now.com/content/news/Police-expected-to-provide-update-in-Kwik-Shop-Murder-Case--Watch-briefing-live-393541721.html",
-                    "state_house_district": null,
-                    "state_senate_district": null
-                }
-            },
-            {
-                "scenario_id": "035",
-                "features": {
-                    "incident_id": 587635,
-                    "date": "2016-06-23",
-                    "state": "Pennsylvania",
-                    "city_or_county": "Uniontown",
-                    "address": "Millview Street",
-                    "n_killed": 2,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/587635",
-                    "source_url": "http://pittsburgh.cbslocal.com/2016/06/24/men-killed-in-uniontown-shooting-identified/",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 9.0,
-                    "gun_stolen": "0::Unknown||1::Unknown",
-                    "gun_type": "0::Handgun||1::Handgun",
-                    "incident_characteristics": "Shot - Dead (murder, accidental, suicide)",
-                    "latitude": 39.9062,
-                    "location_description": null,
-                    "longitude": -79.7192,
-                    "n_guns_involved": 2.0,
-                    "notes": "poss multiple perps, 2 handguns recover",
-                    "participant_age": "0::37||1::25",
-                    "participant_age_group": "0::Adult 18+||1::Adult 18+||2::Adult 18+",
-                    "participant_gender": "0::Male||1::Male||2::Male",
-                    "participant_name": "0::Corey Johnson||1::Meshach \"Shack\" Punter",
-                    "participant_relationship": null,
-                    "participant_status": "0::Killed||1::Killed||2::Unharmed",
-                    "participant_type": "0::Victim||1::Victim||2::Subject-Suspect",
-                    "sources": "http://pittsburgh.cbslocal.com/2016/06/24/men-killed-in-uniontown-shooting-identified/",
-                    "state_house_district": null,
-                    "state_senate_district": null
-                }
-            },
-            {
-                "scenario_id": "036",
-                "features": {
-                    "incident_id": 163683,
-                    "date": "2014-07-24",
-                    "state": "Florida",
-                    "city_or_county": "Tampa",
-                    "address": "Hanley Road and Jackson Springs Road",
-                    "n_killed": 0,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/163683",
-                    "source_url": "http://tbo.com/news/crime/deputies-seeking-suspects-in-armed-robbery-on-tampa-street-20140724/",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 14.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Armed robbery with injury/death and/or evidence of DGU found",
-                    "latitude": 28.0074,
-                    "location_description": null,
-                    "longitude": -82.5626,
-                    "n_guns_involved": null,
-                    "notes": "Armed men robbed multiple people at gunpoint",
-                    "participant_age": null,
-                    "participant_age_group": "0::Adult 18+||1::Adult 18+",
-                    "participant_gender": "0::Male||1::Male",
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": "0::Unharmed||1::Unharmed",
-                    "participant_type": "0::Subject-Suspect||1::Subject-Suspect",
-                    "sources": "http://tbo.com/news/crime/deputies-seeking-suspects-in-armed-robbery-on-tampa-street-20140724/||http://tbo.com/news/crime/deputies-seeking-suspects-in-armed-robbery-on-tampa-street-20140724/",
-                    "state_house_district": 62.0,
-                    "state_senate_district": 19.0
-                }
-            },
-            {
-                "scenario_id": "037",
-                "features": {
-                    "incident_id": 178777,
-                    "date": "2014-05-11",
-                    "state": "Ohio",
-                    "city_or_county": "Geneva",
-                    "address": "OH-307 and Barnum Rd",
-                    "n_killed": 1,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/178777",
-                    "source_url": "http://www.starbeacon.com/news/man-gets-years-in-fatal-shooting/article_b8271960-a67e-11e4-9dcf-2f1a53602b05.html",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 14.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Shot - Dead (murder, accidental, suicide)",
-                    "latitude": 41.7631,
-                    "location_description": null,
-                    "longitude": -80.9215,
-                    "n_guns_involved": 1.0,
-                    "notes": "Man found shot, killed in ditch. Suspect in custody.",
-                    "participant_age": "0::43||1::62",
-                    "participant_age_group": "0::Adult 18+||1::Adult 18+",
-                    "participant_gender": "0::Male||1::Male",
-                    "participant_name": "0::Eugene A. Cray||1::Gertis J. Perry",
-                    "participant_relationship": null,
-                    "participant_status": "0::Killed||1::Unharmed",
-                    "participant_type": "0::Victim||1::Subject-Suspect",
-                    "sources": "http://www.cleveland19.com/story/25503626/body-found-in-ashtabula-county-ditch-has-been-identified||http://www.starbeacon.com/news/man-gets-years-in-fatal-shooting/article_b8271960-a67e-11e4-9dcf-2f1a53602b05.html",
-                    "state_house_district": 99.0,
-                    "state_senate_district": 32.0
-                }
-            },
-            {
-                "scenario_id": "038",
-                "features": {
-                    "incident_id": 552698,
-                    "date": "2016-05-03",
-                    "state": "Pennsylvania",
-                    "city_or_county": "Philadelphia",
-                    "address": "1300 block of Rush Street",
-                    "n_killed": 0,
-                    "n_injured": 2,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/552698",
-                    "source_url": "http://6abc.com/news/police-cousins-were-selling-drugs-when-shot-in-north-philly/1319791/",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 2.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Shot - Wounded/Injured||Drug involvement",
-                    "latitude": 39.9956,
-                    "location_description": null,
-                    "longitude": -75.1521,
-                    "n_guns_involved": null,
-                    "notes": "It is believed that the 2 cousins were selling drugs when shot.",
-                    "participant_age": "0::16||1::20",
-                    "participant_age_group": "0::Teen 12-17||1::Adult 18+",
-                    "participant_gender": "0::Male||1::Female",
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": "0::Injured||1::Injured",
-                    "participant_type": "0::Victim||1::Victim",
-                    "sources": "http://6abc.com/news/police-cousins-were-selling-drugs-when-shot-in-north-philly/1319791/",
-                    "state_house_district": null,
-                    "state_senate_district": null
-                }
-            },
-            {
-                "scenario_id": "039",
-                "features": {
-                    "incident_id": 1028728,
-                    "date": "2018-01-16",
-                    "state": "Missouri",
-                    "city_or_county": "Springfield",
-                    "address": "S Missouri Ave and W Elm St",
-                    "n_killed": 0,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/1028728",
-                    "source_url": "http://www.ky3.com/content/news/Attempted-burglary--469500093.html",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": null,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Shots Fired - No Injuries||Defensive Use||Defensive Use - Victim stops crime||Defensive Use - Stand Your Ground/Castle Doctrine established||Defensive Use - Shots fired, no injury/death",
-                    "latitude": 37.2052,
-                    "location_description": null,
-                    "longitude": -93.302,
-                    "n_guns_involved": 1.0,
-                    "notes": "Defensive shots fired during burglary.",
-                    "participant_age": null,
-                    "participant_age_group": "0::Adult 18+||1::Adult 18+",
-                    "participant_gender": "1::Male",
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": "0::Unharmed||1::Unharmed, Arrested",
-                    "participant_type": "0::Victim||1::Subject-Suspect",
-                    "sources": "http://www.ky3.com/content/news/Attempted-burglary--469500093.html",
-                    "state_house_district": null,
-                    "state_senate_district": null
-                }
-            },
-            {
-                "scenario_id": "041",
-                "features": {
-                    "incident_id": 500305,
-                    "date": "2016-02-05",
-                    "state": "Pennsylvania",
-                    "city_or_county": "York",
-                    "address": "US-30 and Memory Lane",
-                    "n_killed": 0,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/500305",
-                    "source_url": "http://www.pennlive.com/news/2016/02/police_search_for_suspect_who.html",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 4.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Shots Fired - No Injuries||Drive-by (car to street, car to car)",
-                    "latitude": 39.9835,
-                    "location_description": null,
-                    "longitude": -76.6842,
-                    "n_guns_involved": 1.0,
-                    "notes": null,
-                    "participant_age": null,
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Male",
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": "0::Unharmed",
-                    "participant_type": "0::Subject-Suspect",
-                    "sources": "http://www.ydr.com/story/news/crime/2016/02/05/police-car-shot-springettsbury-township/79904016/||http://www.pennlive.com/news/2016/02/police_search_for_suspect_who.html",
-                    "state_house_district": null,
-                    "state_senate_district": null
-                }
-            },
-            {
-                "scenario_id": "042",
-                "features": {
-                    "incident_id": 291662,
-                    "date": "2015-02-09",
-                    "state": "Wisconsin",
-                    "city_or_county": "Mazomanie",
-                    "address": "10359 County Road Y",
-                    "n_killed": 2,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/291662",
-                    "source_url": "http://host.madison.com/wsj/news/local/crime_and_courts/year-old-charged-with-mazomanie-murders-allegedly-admits-shootings/article_45c42722-625b-5b55-a015-b892c2c40246.html",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 2.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Handgun",
-                    "incident_characteristics": "Shot - Dead (murder, accidental, suicide)",
-                    "latitude": 43.2324,
-                    "location_description": null,
-                    "longitude": -89.7835,
-                    "n_guns_involved": 1.0,
-                    "notes": "1 m vic 1 f vic killed ex-gf's sis and stepfather, poss upset over breakup",
-                    "participant_age": "0::16||1::39||2::17",
-                    "participant_age_group": "0::Teen 12-17||1::Adult 18+||2::Teen 12-17",
-                    "participant_gender": "0::Female||1::Male||2::Male",
-                    "participant_name": "0::Ariyl Brady||1::Chris Schwichtenberg||2::Dean M. Sutcliffe",
-                    "participant_relationship": null,
-                    "participant_status": "0::Killed||1::Killed||2::Unharmed, Arrested",
-                    "participant_type": "0::Victim||1::Victim||2::Subject-Suspect",
-                    "sources": "http://www.channel3000.com/news/police-2-shot-in-mazomanie/31187398||http://host.madison.com/wsj/news/local/crime_and_courts/mom-of-victim-ex-boyfriend-shot-and-killed-two-in/article_f1b59ad6-905e-5223-9703-c360ca6975ab.html||http://host.madison.com/wsj/news/local/crime_and_courts/year-old-charged-with-mazomanie-murders-allegedly-admits-shootings/article_45c42722-625b-5b55-a015-b892c2c40246.html",
-                    "state_house_district": 81.0,
-                    "state_senate_district": 27.0
-                }
-            },
-            {
-                "scenario_id": "043",
-                "features": {
-                    "incident_id": 537352,
-                    "date": "2016-04-09",
-                    "state": "Ohio",
-                    "city_or_county": "Dayton",
-                    "address": "Interstate 75 and Edwin C. Moses Boulevard",
-                    "n_killed": 0,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/537352",
-                    "source_url": "http://www.whio.com/news/news/crime-law/police-man-hurt-in-crash-leaves-gun-behind/nq3J8/",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 10.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Handgun",
-                    "incident_characteristics": "Non-Shooting Incident||Officer Involved Incident||Officer Involved Incident - Weapon involved but no shots fired||Possession (gun(s) found during commission of other crimes)",
-                    "latitude": 39.7568,
-                    "location_description": null,
-                    "longitude": -84.2069,
-                    "n_guns_involved": 1.0,
-                    "notes": "Man fleeing police after car crash left loaded handgun in vehicle;",
-                    "participant_age": "0::24",
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Male",
-                    "participant_name": "0::Stephan Nared-Marshall",
-                    "participant_relationship": null,
-                    "participant_status": "0::Unharmed, Arrested",
-                    "participant_type": "0::Subject-Suspect",
-                    "sources": "http://www.whio.com/news/news/crime-law/police-man-hurt-in-crash-leaves-gun-behind/nq3J8/",
-                    "state_house_district": 39.0,
-                    "state_senate_district": 5.0
-                }
-            },
-            {
-                "scenario_id": "044",
-                "features": {
-                    "incident_id": 343127,
-                    "date": "2015-05-18",
-                    "state": "New Jersey",
-                    "city_or_county": "Elizabeth",
-                    "address": "Parker Road",
-                    "n_killed": 1,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/343127",
-                    "source_url": "http://newyork.cbslocal.com/2016/12/29/pennsylvania-new-jersey-murder-suspect/",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 8.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::38 Spl",
-                    "incident_characteristics": "Shot - Dead (murder, accidental, suicide)||Spree Shooting (multiple victims, multiple locations)",
-                    "latitude": 40.6748,
-                    "location_description": null,
-                    "longitude": -74.2191,
-                    "n_guns_involved": 1.0,
-                    "notes": null,
-                    "participant_age": "0::29||1::24",
-                    "participant_age_group": "0::Adult 18+||1::Adult 18+",
-                    "participant_gender": "0::Male||1::Male",
-                    "participant_name": "0::Michael Thompkins||1::Todd West",
-                    "participant_relationship": null,
-                    "participant_status": "0::Killed||1::Unharmed, Arrested",
-                    "participant_type": "0::Victim||1::Subject-Suspect",
-                    "sources": "http://www.northjersey.com/news/prosecutors-man-shot-to-death-at-housing-complex-in-elizabeth-1.1337777||http://www.nj.com/union/index.ssf/2015/05/police_id_29-year-old_shot_dead_in_elizabeth_monda.html#incart_river||http://newyork.cbslocal.com/2016/12/29/pennsylvania-new-jersey-murder-suspect/",
-                    "state_house_district": 20.0,
-                    "state_senate_district": 20.0
-                }
-            },
-            {
-                "scenario_id": "045",
-                "features": {
-                    "incident_id": 299103,
-                    "date": "2015-02-26",
-                    "state": "Delaware",
-                    "city_or_county": "Wilmington",
-                    "address": "1200 block of Elm St.",
-                    "n_killed": 0,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/299103",
-                    "source_url": "http://www.delawareonline.com/story/news/crime/2015/02/26/boy-arrested-stolen-car-stolen-gun/24069605/",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 1.0,
-                    "gun_stolen": "0::Stolen",
-                    "gun_type": "0::380 Auto",
-                    "incident_characteristics": "Non-Shooting Incident||Car-jacking||Possession (gun(s) found during commission of other crimes)||Stolen/Illegally owned gun{s} recovered during arrest/warrant",
-                    "latitude": 39.7411,
-                    "location_description": null,
-                    "longitude": -75.5659,
-                    "n_guns_involved": 1.0,
-                    "notes": null,
-                    "participant_age": "0::15",
-                    "participant_age_group": "0::Teen 12-17",
-                    "participant_gender": "0::Male",
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": "0::Unharmed, Arrested",
-                    "participant_type": "0::Subject-Suspect",
-                    "sources": "http://www.delawareonline.com/story/news/crime/2015/02/26/boy-arrested-stolen-car-stolen-gun/24069605/",
-                    "state_house_district": 3.0,
-                    "state_senate_district": 3.0
-                }
-            },
-            {
-                "scenario_id": "046",
-                "features": {
-                    "incident_id": 854252,
-                    "date": "2017-05-27",
-                    "state": "North Carolina",
-                    "city_or_county": "Charlotte",
-                    "address": "5336 Docia Crossing Rd",
-                    "n_killed": 1,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/854252",
-                    "source_url": "http://www.wbtv.com/story/35534275/victim-identified-in-homicide-in-charlotte-shopping-center-parking-lot",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 9.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Shot - Dead (murder, accidental, suicide)",
-                    "latitude": 35.3664,
-                    "location_description": "BI-LO",
-                    "longitude": -80.7872,
-                    "n_guns_involved": 1.0,
-                    "notes": null,
-                    "participant_age": "0::22",
-                    "participant_age_group": "0::Adult 18+||1::Adult 18+",
-                    "participant_gender": "0::Male||1::Male",
-                    "participant_name": "0::Anderson David Biggers",
-                    "participant_relationship": "1::Aquaintance",
-                    "participant_status": "0::Killed||1::Unharmed",
-                    "participant_type": "0::Victim||1::Subject-Suspect",
-                    "sources": "http://www.wbtv.com/story/35534275/victim-identified-in-homicide-in-charlotte-shopping-center-parking-lot",
-                    "state_house_district": 98.0,
-                    "state_senate_district": 38.0
-                }
-            },
-            {
-                "scenario_id": "047",
-                "features": {
-                    "incident_id": 594255,
-                    "date": "2016-02-29",
-                    "state": "Texas",
-                    "city_or_county": "San Antonio",
-                    "address": "9800 Airport Blvd.380",
-                    "n_killed": 0,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/594255",
-                    "source_url": "http:// http://blog.tsa.gov/2016_03_04_archive.html",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 21.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Non-Shooting Incident||TSA Action",
-                    "latitude": 29.5217,
-                    "location_description": "San Antonio Int'l Airport",
-                    "longitude": -98.4767,
-                    "n_guns_involved": 1.0,
-                    "notes": "380 caliber",
-                    "participant_age": null,
-                    "participant_age_group": null,
-                    "participant_gender": null,
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": null,
-                    "participant_type": null,
-                    "sources": null,
-                    "state_house_district": 121.0,
-                    "state_senate_district": 25.0
-                }
-            },
-            {
-                "scenario_id": "048",
-                "features": {
-                    "incident_id": 387583,
-                    "date": "2015-08-03",
-                    "state": "New Hampshire",
-                    "city_or_county": "Greenfield",
-                    "address": "Swamp Road",
-                    "n_killed": 0,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/387583",
-                    "source_url": "http://www.sentinelsource.com/news/local/affidavit-provides-details-on-greenfield-home-invasion/article_38d46623-a7e8-575e-b9ad-2af6647bed1d.html",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 2.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Handgun",
-                    "incident_characteristics": "Non-Shooting Incident||Home Invasion||Home Invasion - No death or injury||Brandishing/flourishing/open carry/lost/found",
-                    "latitude": 42.948,
-                    "location_description": null,
-                    "longitude": -71.902,
-                    "n_guns_involved": 1.0,
-                    "notes": "hi, threat with handgun and robbed at gunpoint, robbed Dublin home prior night",
-                    "participant_age": "2::7||3::8||4::33",
-                    "participant_age_group": "0::Adult 18+||1::Adult 18+||2::Child 0-11||3::Child 0-11||4::Adult 18+",
-                    "participant_gender": "0::Female||1::Female||2::Female||3::Female||4::Male",
-                    "participant_name": "4::Jason Eddy",
-                    "participant_relationship": null,
-                    "participant_status": "0::Unharmed||1::Unharmed||2::Unharmed||3::Unharmed||4::Unharmed, Arrested",
-                    "participant_type": "0::Victim||1::Victim||2::Victim||3::Victim||4::Subject-Suspect",
-                    "sources": "http://www.sentinelsource.com/news/local/man-arrested-in-connection-to-greenfield-home-invasion/article_9d03557f-5f61-5731-ae7e-e076761b8a52.html||http://www.sentinelsource.com/news/local/dublin-man-accused-of-robbing-two-homes-at-gunpoint/article_c8e112ed-3b4d-5b67-8dc0-fe7ae35534df.html||http://www.sentinelsource.com/news/local/affidavit-provides-details-on-greenfield-home-invasion/article_38d46623-a7e8-575e-b9ad-2af6647bed1d.html",
-                    "state_house_district": null,
-                    "state_senate_district": 9.0
-                }
-            },
-            {
-                "scenario_id": "049",
-                "features": {
-                    "incident_id": 643243,
-                    "date": "2016-08-30",
-                    "state": "Kentucky",
-                    "city_or_county": "Lexington",
-                    "address": "175 North Locust Hill Dr",
-                    "n_killed": 0,
-                    "n_injured": 1,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/643243",
-                    "source_url": "http://www.wkyt.com/content/news/391815791.html",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 6.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Shot - Wounded/Injured||Non-Aggression Incident||Accidental Shooting||Accidental Shooting - Injury||Accidental/Negligent Discharge||Playing with gun",
-                    "latitude": 38.0053,
-                    "location_description": "Raintree Apartments",
-                    "longitude": -84.4436,
-                    "n_guns_involved": 1.0,
-                    "notes": "Vic shot in neck; stable condition. Group of 3 teens playing with gun.",
-                    "participant_age": "0::14",
-                    "participant_age_group": "0::Teen 12-17||1::Teen 12-17",
-                    "participant_gender": "0::Male",
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": "0::Injured||1::Unharmed",
-                    "participant_type": "0::Victim||1::Subject-Suspect",
-                    "sources": "http://www.wkyt.com/content/news/391815791.html",
-                    "state_house_district": null,
-                    "state_senate_district": null
-                }
-            },
-            {
-                "scenario_id": "050",
-                "features": {
-                    "incident_id": 730990,
-                    "date": "2016-12-21",
-                    "state": "Texas",
-                    "city_or_county": "San Antonio",
-                    "address": "246 Fair Avenue",
-                    "n_killed": 0,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/730990",
-                    "source_url": "http://foxsanantonio.com/news/local/breaking-two-loaded-guns-found-on-playground-of-south-side-daycare",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 35.0,
-                    "gun_stolen": "0::Unknown||1::Unknown",
-                    "gun_type": "0::Unknown||1::Unknown",
-                    "incident_characteristics": "Institution/Group/Business||Non-Shooting Incident||Brandishing/flourishing/open carry/lost/found",
-                    "latitude": 29.384,
-                    "location_description": "EduCare",
-                    "longitude": -98.4746,
-                    "n_guns_involved": 2.0,
-                    "notes": "2 guns found on playground by teacher, students",
-                    "participant_age": null,
-                    "participant_age_group": null,
-                    "participant_gender": null,
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": null,
-                    "participant_type": null,
-                    "sources": "http://news4sanantonio.com/news/local/just-in-loaded-guns-found-at-educare-childcare-playground||http://foxsanantonio.com/news/local/breaking-two-loaded-guns-found-on-playground-of-south-side-daycare",
-                    "state_house_district": 119.0,
-                    "state_senate_district": 26.0
-                }
-            },
-            {
-                "scenario_id": "051",
-                "features": {
-                    "incident_id": 935938,
-                    "date": "2017-09-11",
-                    "state": "Washington",
-                    "city_or_county": "Everett",
-                    "address": "2300 block of W Casino Rd",
-                    "n_killed": 0,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/935938",
-                    "source_url": "http://www.heraldnet.com/news/teen-injured-in-1-of-2-monday-night-shootings-in-everett/",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 2.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Shots Fired - No Injuries",
-                    "latitude": 47.9193,
-                    "location_description": null,
-                    "longitude": -122.265,
-                    "n_guns_involved": 1.0,
-                    "notes": "10:15 pm Nearby and shortly after another shooting on same rd, same night. Unknown yet if connected",
-                    "participant_age": null,
-                    "participant_age_group": null,
-                    "participant_gender": null,
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": null,
-                    "participant_type": null,
-                    "sources": "http://www.heraldnet.com/news/teen-injured-in-1-of-2-monday-night-shootings-in-everett/",
-                    "state_house_district": 38.0,
-                    "state_senate_district": 38.0
-                }
-            },
-            {
-                "scenario_id": "052",
-                "features": {
-                    "incident_id": 404284,
-                    "date": "2015-07-28",
-                    "state": "Pennsylvania",
-                    "city_or_county": "State College",
-                    "address": "2535 Fox Hill Rd",
-                    "n_killed": 0,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/404284",
-                    "source_url": "http://blog.tsa.gov",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 5.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::380 Auto",
-                    "incident_characteristics": "Non-Shooting Incident||TSA Action",
-                    "latitude": 40.8609,
-                    "location_description": "UNV",
-                    "longitude": -77.8364,
-                    "n_guns_involved": 1.0,
-                    "notes": null,
-                    "participant_age": null,
-                    "participant_age_group": null,
-                    "participant_gender": null,
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": null,
-                    "participant_type": null,
-                    "sources": "http://blog.tsa.gov",
-                    "state_house_district": null,
-                    "state_senate_district": null
-                }
-            },
-            {
-                "scenario_id": "053",
-                "features": {
-                    "incident_id": 569729,
-                    "date": "2016-06-01",
-                    "state": "Georgia",
-                    "city_or_county": "Jeffersonville",
-                    "address": "375 Watson Drive",
-                    "n_killed": 2,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/569729",
-                    "source_url": "http://www.northwestgeorgianews.com/associated_press/news/national/teenagers-found-shot-to-death-behind-twiggs-county-school/article_48bf32de-28c2-11e6-8666-2f6036162ee4.html",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 8.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Shot - Dead (murder, accidental, suicide)||Suicide^||Murder/Suicide",
-                    "latitude": 32.6872,
-                    "location_description": "Twiggs County Comprehensive Middle-High School",
-                    "longitude": -83.3472,
-                    "n_guns_involved": 1.0,
-                    "notes": "On school property late night, school out for summer - not school schooting",
-                    "participant_age": "0::19||1::18",
-                    "participant_age_group": "0::Adult 18+||1::Adult 18+",
-                    "participant_gender": "0::Female||1::Male",
-                    "participant_name": "0::Alexia D. Jackson||1::Knickolus B. Jones",
-                    "participant_relationship": null,
-                    "participant_status": "0::Killed||1::Killed",
-                    "participant_type": "0::Victim||1::Victim",
-                    "sources": "http://www.macon.com/news/local/crime/article81112092.html||http://www.northwestgeorgianews.com/associated_press/news/national/teenagers-found-shot-to-death-behind-twiggs-county-school/article_48bf32de-28c2-11e6-8666-2f6036162ee4.html",
-                    "state_house_district": 144.0,
-                    "state_senate_district": 26.0
-                }
-            },
-            {
-                "scenario_id": "054",
-                "features": {
-                    "incident_id": 556580,
-                    "date": "2016-05-09",
-                    "state": "Wisconsin",
-                    "city_or_county": "Milwaukee",
-                    "address": "48th and Center",
-                    "n_killed": 0,
-                    "n_injured": 1,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/556580",
-                    "source_url": "http://fox6now.com/2016/05/09/police-man-shot-wounded-near-48th-and-center-in-milwaukee/",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 4.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Shot - Wounded/Injured",
-                    "latitude": 43.0679,
-                    "location_description": null,
-                    "longitude": -87.9737,
-                    "n_guns_involved": 1.0,
-                    "notes": null,
-                    "participant_age": "0::22",
-                    "participant_age_group": "0::Adult 18+||1::Adult 18+",
-                    "participant_gender": "0::Male||1::Male",
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": "0::Injured||1::Unharmed",
-                    "participant_type": "0::Victim||1::Subject-Suspect",
-                    "sources": "http://fox6now.com/2016/05/09/police-man-shot-wounded-near-48th-and-center-in-milwaukee/",
-                    "state_house_district": 18.0,
-                    "state_senate_district": 6.0
-                }
-            },
-            {
-                "scenario_id": "055",
-                "features": {
-                    "incident_id": 568509,
-                    "date": "2016-05-28",
-                    "state": "Texas",
-                    "city_or_county": "Lubbock",
-                    "address": "300 block of Waco",
-                    "n_killed": 0,
-                    "n_injured": 2,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/568509",
-                    "source_url": "http://www.everythinglubbock.com/news/local-news/mother-her-boyfriend-arrested-after-2-children-shot-with-bb-gun",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 19.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Shot - Wounded/Injured||Child Involved Incident||Child injured (not child shooter)||Domestic Violence||BB/Pellet/Replica gun",
-                    "latitude": 33.5942,
-                    "location_description": null,
-                    "longitude": -101.867,
-                    "n_guns_involved": null,
-                    "notes": "Mother's BF arrested 4 shooting 11mo old & older child w/ BBs. Older child required hand surgery to remove BB. Mother arrested for failure 2 report felony",
-                    "participant_age": "0::0||2::28",
-                    "participant_age_group": "0::Child 0-11||1::Child 0-11||2::Adult 18+",
-                    "participant_gender": "2::Male",
-                    "participant_name": "2::Adrian Garcia-Guevara",
-                    "participant_relationship": "2::Family",
-                    "participant_status": "0::Injured||1::Injured||2::Arrested",
-                    "participant_type": "0::Victim||1::Victim||2::Subject-Suspect",
-                    "sources": "http://www.everythinglubbock.com/news/local-news/mother-her-boyfriend-arrested-after-2-children-shot-with-bb-gun",
-                    "state_house_district": 84.0,
-                    "state_senate_district": 28.0
-                }
-            },
-            {
-                "scenario_id": "056",
-                "features": {
-                    "incident_id": 1072736,
-                    "date": "2018-03-18",
-                    "state": "New York",
-                    "city_or_county": "Brooklyn",
-                    "address": "E 98th St",
-                    "n_killed": 0,
-                    "n_injured": 1,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/1072736",
-                    "source_url": "http://brooklyn.news12.com/story/37750466/police-probe-2-separate-overnight-shooting-in-brooklyn",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": null,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Shot - Wounded/Injured",
-                    "latitude": null,
-                    "location_description": null,
-                    "longitude": null,
-                    "n_guns_involved": 1.0,
-                    "notes": null,
-                    "participant_age": null,
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": null,
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": "0::Injured",
-                    "participant_type": "0::Victim",
-                    "sources": "http://brooklyn.news12.com/story/37750466/police-probe-2-separate-overnight-shooting-in-brooklyn",
-                    "state_house_district": null,
-                    "state_senate_district": null
-                }
-            },
-            {
-                "scenario_id": "057",
-                "features": {
-                    "incident_id": 105214,
-                    "date": "2014-02-08",
-                    "state": "Illinois",
-                    "city_or_county": "Chicago",
-                    "address": " 7100 block of South South Shore Dr",
-                    "n_killed": 0,
-                    "n_injured": 1,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/105214",
-                    "source_url": "http://www.chicagotribune.com/news/local/breaking/chi-man-shot-in-south-shore-neighborhood-20140208,0,7590447.story",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 2.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Shot - Wounded/Injured||Brandishing/flourishing/open carry/lost/found",
-                    "latitude": 41.7662,
-                    "location_description": null,
-                    "longitude": -87.5629,
-                    "n_guns_involved": null,
-                    "notes": "Man in doorway shot by 2 men.",
-                    "participant_age": "0::22",
-                    "participant_age_group": "0::Adult 18+||1::Adult 18+||2::Adult 18+",
-                    "participant_gender": "0::Male||1::Male||2::Male",
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": "0::Injured||1::Unharmed||2::Unharmed",
-                    "participant_type": "0::Victim||1::Subject-Suspect||2::Subject-Suspect",
-                    "sources": "http://www.chicagotribune.com/news/local/breaking/chi-man-shot-in-south-shore-neighborhood-20140208,0,7590447.story",
-                    "state_house_district": 25.0,
-                    "state_senate_district": 13.0
-                }
-            },
-            {
-                "scenario_id": "058",
-                "features": {
-                    "incident_id": 779134,
-                    "date": "2017-02-20",
-                    "state": "Texas",
-                    "city_or_county": "Dallas",
-                    "address": "9633 Ferris Branch Blvd",
-                    "n_killed": 1,
-                    "n_injured": 1,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/779134",
-                    "source_url": "http://www.kjrh.com/news/local-news/dallas-murder-suspect-latwon-goff-arrested-in-tulsa",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 32.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Shot - Wounded/Injured||Shot - Dead (murder, accidental, suicide)||Home Invasion||Home Invasion - Resident killed||Home Invasion - Resident injured||Armed robbery with injury/death and/or evidence of DGU found",
-                    "latitude": 32.9038,
-                    "location_description": "Wyndham on the Creek apartments",
-                    "longitude": -96.7258,
-                    "n_guns_involved": 1.0,
-                    "notes": "Lake Highlands. vic shot in leg.",
-                    "participant_age": "0::39||2::18",
-                    "participant_age_group": "0::Adult 18+||1::Adult 18+||2::Adult 18+",
-                    "participant_gender": "0::Male||1::Female||2::Male",
-                    "participant_name": "0::Jason Ali Edwards||2::Latwon Latrell Goff",
-                    "participant_relationship": "2::Armed Robbery",
-                    "participant_status": "0::Killed||1::Injured||2::Unharmed, Arrested",
-                    "participant_type": "0::Victim||1::Victim||2::Subject-Suspect||3::Subject-Suspect",
-                    "sources": "http://dfw.cbslocal.com/2017/02/20/1-dead-in-dallas-home-invasion/||http://www.dallasnews.com/news/lake-highlands/2017/02/20/1-dead-1-wounded-lake-highlands-home-invasion-shooting||http://www.nbcdfw.com/news/local/Teen-Suspected-Of-Deadly-Shooting-In-Lake-Highlands-Police-414797463.html||http://www.kjrh.com/news/local-news/dallas-murder-suspect-latwon-goff-arrested-in-tulsa",
-                    "state_house_district": null,
-                    "state_senate_district": 16.0
-                }
-            },
-            {
-                "scenario_id": "059",
-                "features": {
-                    "incident_id": 977518,
-                    "date": "2017-10-30",
-                    "state": "Ohio",
-                    "city_or_county": "Cleveland",
-                    "address": "Rosedale Ave",
-                    "n_killed": 1,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/977518",
-                    "source_url": "http://www.wkyc.com/news/local/cuyahoga-county/teen-shot-dead-in-east-cleveland-monday-night/487529874",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 11.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Shot - Dead (murder, accidental, suicide)",
-                    "latitude": 41.5433,
-                    "location_description": null,
-                    "longitude": -81.5704,
-                    "n_guns_involved": 1.0,
-                    "notes": "approx 8:15 PM",
-                    "participant_age": "0::18",
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Male",
-                    "participant_name": "0::Steve Anthony Swain",
-                    "participant_relationship": null,
-                    "participant_status": "0::Killed",
-                    "participant_type": "0::Victim",
-                    "sources": "http://www.wkyc.com/news/local/cuyahoga-county/teen-shot-dead-in-east-cleveland-monday-night/487529874",
-                    "state_house_district": 8.0,
-                    "state_senate_district": 25.0
-                }
-            },
-            {
-                "scenario_id": "060",
-                "features": {
-                    "incident_id": 301532,
-                    "date": "2015-03-05",
-                    "state": "Michigan",
-                    "city_or_county": "Flint",
-                    "address": "210 E 5th St",
-                    "n_killed": 0,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/301532",
-                    "source_url": "http://www.mlive.com/news/flint/index.ssf/2015/03/flint_police_department_missin.html#incart_2box",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 5.0,
-                    "gun_stolen": "0::Unknown||1::Unknown||2::Unknown||3::Unknown||4::Unknown||5::Unknown||6::Unknown||7::Unknown||8::Unknown||9::Unknown||10::Unknown||11::Unknown||12::Unknown||13::Unknown||14::Unknown||15::Unknown||16::Unknown||17::Unknown||18::Unknown||19::Unknown||20::Unknown||21::Unknown||22::Unknown||23::Unknown||24::Unknown||25::Unknown||26::Unknown||27::Unknown||28::Unknown||29::Unknown||30::Unknown||31::Unknown||32::Unknown||33::Unknown||34::Unknown||35::Unknown||36::Unknown||37::Unknown||38::Unknown",
-                    "gun_type": "0::Unknown||1::Unknown||2::Unknown||3::Unknown||4::Unknown||5::Unknown||6::Unknown||7::Unknown||8::Unknown||9::Unknown||10::Unknown||11::Unknown||12::Unknown||13::Unknown||14::Unknown||15::Unknown||16::Unknown||17::Unknown||18::Unknown||19::Unknown||20::Unknown||21::Unknown||22::Unknown||23::Unknown||24::Unknown||25::Unknown||26::Unknown||27::Unknown||28::Unknown||29::Unknown||30::Unknown||31::Unknown||32::Unknown||33::Unknown||34::Unknown||35::Unknown||36::Unknown||37::Unknown||38::Unknown",
-                    "incident_characteristics": "Non-Shooting Incident||ATF/LE Confiscation/Raid/Arrest",
-                    "latitude": 43.0119,
-                    "location_description": null,
-                    "longitude": -83.6862,
-                    "n_guns_involved": 39.0,
-                    "notes": "Flint Police Department missing weapons audit. Report published March 5",
-                    "participant_age": null,
-                    "participant_age_group": null,
-                    "participant_gender": null,
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": null,
-                    "participant_type": null,
-                    "sources": "http://www.mlive.com/news/flint/index.ssf/2015/03/flint_police_department_missin.html#incart_2box",
-                    "state_house_district": 49.0,
-                    "state_senate_district": 27.0
-                }
-            },
-            {
-                "scenario_id": "061",
-                "features": {
-                    "incident_id": 188069,
-                    "date": "2014-09-02",
-                    "state": "Indiana",
-                    "city_or_county": "East Chicago",
-                    "address": "1200 block of West 150th Street",
-                    "n_killed": 0,
-                    "n_injured": 1,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/188069",
-                    "source_url": "http://www.nwitimes.com/news/local/trio-accused-of-robbing-e-c-residents-at-gunpoint/article_3e0b0584-f312-5cd3-ac1c-7beb70c5d7cb.html",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 1.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Drug involvement||Home Invasion||Home Invasion - Resident injured||Armed robbery with injury/death and/or evidence of DGU found||Pistol-whipping",
-                    "latitude": 41.6232,
-                    "location_description": null,
-                    "longitude": -87.4863,
-                    "n_guns_involved": null,
-                    "notes": "3 home invaders pistol-whip one, rob residents of apartment.",
-                    "participant_age": "1::20||2::19||3::18",
-                    "participant_age_group": "0::Adult 18+||1::Adult 18+||2::Adult 18+||3::Adult 18+",
-                    "participant_gender": "1::Female||2::Male||3::Male",
-                    "participant_name": "1::Amanda Velasquez||2::Elijah Solis||3::Xavier Solis",
-                    "participant_relationship": null,
-                    "participant_status": "0::Injured||1::Unharmed||2::Unharmed||3::Unharmed",
-                    "participant_type": "0::Victim||1::Subject-Suspect||2::Subject-Suspect||3::Subject-Suspect",
-                    "sources": "http://www.nwitimes.com/news/local/trio-accused-of-robbing-e-c-residents-at-gunpoint/article_3e0b0584-f312-5cd3-ac1c-7beb70c5d7cb.html",
-                    "state_house_district": 2.0,
-                    "state_senate_district": 2.0
-                }
-            },
-            {
-                "scenario_id": "062",
-                "features": {
-                    "incident_id": 270627,
-                    "date": "2014-12-28",
-                    "state": "Maryland",
-                    "city_or_county": "Baltimore",
-                    "address": "3000 block of E. Monument St.",
-                    "n_killed": 0,
-                    "n_injured": 1,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/270627",
-                    "source_url": "http://www.baltimoresun.com/news/maryland/baltimore-city/bs-md-ci-police-involved-shooting-20141228-story.html",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 7.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Shot - Wounded/Injured||Officer Involved Incident||Officer Involved Shooting - subject/suspect/perpetrator shot",
-                    "latitude": 39.2993,
-                    "location_description": null,
-                    "longitude": -76.5751,
-                    "n_guns_involved": null,
-                    "notes": null,
-                    "participant_age": "0::45",
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Male",
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": "0::Injured",
-                    "participant_type": "0::Subject-Suspect",
-                    "sources": "http://www.baltimoresun.com/news/maryland/baltimore-city/bs-md-ci-police-involved-shooting-20141228-story.html",
-                    "state_house_district": 45.0,
-                    "state_senate_district": 45.0
-                }
-            },
-            {
-                "scenario_id": "063",
-                "features": {
-                    "incident_id": 952498,
-                    "date": "2017-10-04",
-                    "state": "New Jersey",
-                    "city_or_county": "Trenton",
-                    "address": "400 block of Walnut Avenue",
-                    "n_killed": 0,
-                    "n_injured": 2,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/952498",
-                    "source_url": "http://www.trentonian.com/general-news/20171004/gun-arrest-robbery-and-shooting-october-4-2017-police-blotter",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 12.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Shot - Wounded/Injured",
-                    "latitude": 40.2239,
-                    "location_description": null,
-                    "longitude": -74.7424,
-                    "n_guns_involved": 1.0,
-                    "notes": null,
-                    "participant_age": null,
-                    "participant_age_group": null,
-                    "participant_gender": "0::Male||1::Male",
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": "0::Injured||1::Injured",
-                    "participant_type": "0::Victim||1::Victim",
-                    "sources": "http://www.trentonian.com/general-news/20171004/gun-arrest-robbery-and-shooting-october-4-2017-police-blotter",
-                    "state_house_district": 15.0,
-                    "state_senate_district": 15.0
-                }
-            },
-            {
-                "scenario_id": "064",
-                "features": {
-                    "incident_id": 980119,
-                    "date": "2017-11-04",
-                    "state": "Louisiana",
-                    "city_or_county": "Marrero",
-                    "address": "6500 Block of Lapalco Blvd",
-                    "n_killed": 0,
-                    "n_injured": 1,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/980119",
-                    "source_url": "http://www.nola.com/crime/index.ssf/2017/11/man_shot_in_marrero_early_satu.html#incart_river_index",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 2.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Shot - Wounded/Injured",
-                    "latitude": 29.8784,
-                    "location_description": null,
-                    "longitude": -90.1205,
-                    "n_guns_involved": 1.0,
-                    "notes": null,
-                    "participant_age": null,
-                    "participant_age_group": null,
-                    "participant_gender": "0::Male",
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": "0::Injured",
-                    "participant_type": "0::Victim",
-                    "sources": "http://www.nola.com/crime/index.ssf/2017/11/man_shot_in_marrero_early_satu.html#incart_river_index",
-                    "state_house_district": 83.0,
-                    "state_senate_district": 3.0
-                }
-            },
-            {
-                "scenario_id": "065",
-                "features": {
-                    "incident_id": 766475,
-                    "date": "2017-02-03",
-                    "state": "Alabama",
-                    "city_or_county": "Birmingham",
-                    "address": "Interstate 59",
-                    "n_killed": 1,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/766475",
-                    "source_url": "http://www.wbrc.com/story/34419223/man-found-shot-to-death-in-car-on-i-59",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 7.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Shot - Dead (murder, accidental, suicide)",
-                    "latitude": 33.5252,
-                    "location_description": null,
-                    "longitude": -86.8064,
-                    "n_guns_involved": 1.0,
-                    "notes": null,
-                    "participant_age": "0::27",
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Male",
-                    "participant_name": "0::Charles Lee Brown",
-                    "participant_relationship": null,
-                    "participant_status": "0::Killed",
-                    "participant_type": "0::Victim",
-                    "sources": "http://www.wbrc.com/story/34419223/man-found-shot-to-death-in-car-on-i-59",
-                    "state_house_district": 54.0,
-                    "state_senate_district": 18.0
-                }
-            },
-            {
-                "scenario_id": "066",
-                "features": {
-                    "incident_id": 145971,
-                    "date": "2014-06-03",
-                    "state": "Pennsylvania",
-                    "city_or_county": "Lancaster",
-                    "address": "312 W. Walnut St",
-                    "n_killed": 0,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/145971",
-                    "source_url": "http://local21news.com/news/features/top-stories/stories/lancaster-police-investigating-shots-fired-at-shamrock-bar-9664.shtml",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 16.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Shots Fired - No Injuries||Bar/club incident - in or around establishment",
-                    "latitude": 40.042,
-                    "location_description": null,
-                    "longitude": -76.3119,
-                    "n_guns_involved": null,
-                    "notes": "bar shots fired, no injury",
-                    "participant_age": "1::26",
-                    "participant_age_group": "0::Adult 18+||1::Adult 18+",
-                    "participant_gender": "0::Male||1::Male",
-                    "participant_name": "1::Sabron Jemal Blackman",
-                    "participant_relationship": null,
-                    "participant_status": "0::Unharmed||1::Unharmed",
-                    "participant_type": "0::Victim||1::Subject-Suspect",
-                    "sources": "http://lancasteronline.com/news/local/armed-robber-strikes-store-and-man-fires-gun-outside-bar/article_b86a2ade-eb08-11e3-9b01-0||http://local21news.com/news/features/top-stories/stories/lancaster-police-investigating-shots-fired-at-shamrock-bar-9664.shtml",
-                    "state_house_district": null,
-                    "state_senate_district": null
-                }
-            },
-            {
-                "scenario_id": "067",
-                "features": {
-                    "incident_id": 363945,
-                    "date": "2015-06-25",
-                    "state": "Michigan",
-                    "city_or_county": "Sterling Heights",
-                    "address": "3000 block of Polo Circle",
-                    "n_killed": 2,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/363945",
-                    "source_url": "http://www.freep.com/story/news/2015/06/29/sterling-heights-murder-suicide-couple-identified/29477869/",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 10.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Shot - Dead (murder, accidental, suicide)||Suicide^||Murder/Suicide||Home Invasion||Home Invasion - Resident killed||Home Invasion - subject/suspect/perpetrator killed||Domestic Violence",
-                    "latitude": 42.6154,
-                    "location_description": "Polo Green Apartments",
-                    "longitude": -82.9901,
-                    "n_guns_involved": 1.0,
-                    "notes": "Man breaks into home, kills wife, self, w/ 2 young-adult children in home",
-                    "participant_age": "0::44||1::44",
-                    "participant_age_group": "0::Adult 18+||1::Adult 18+",
-                    "participant_gender": "0::Female||1::Male",
-                    "participant_name": "0::Brigita Karamatic||1::Sebastijan Karamatic",
-                    "participant_relationship": "1::Family",
-                    "participant_status": "0::Killed||1::Killed",
-                    "participant_type": "0::Victim||1::Subject-Suspect",
-                    "sources": "http://www.macombdaily.com/general-news/20150625/sterling-heights-couple-found-dead-in-murder-suicide||http://www.freep.com/story/news/2015/06/29/sterling-heights-murder-suicide-couple-identified/29477869/",
-                    "state_house_district": 30.0,
-                    "state_senate_district": 10.0
-                }
-            },
-            {
-                "scenario_id": "068",
-                "features": {
-                    "incident_id": 836478,
-                    "date": "2017-05-03",
-                    "state": "Washington",
-                    "city_or_county": "Seattle",
-                    "address": "Rainier Avenue and S Orcas Street",
-                    "n_killed": 0,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/836478",
-                    "source_url": "http://www.king5.com/news/crime/police-search-for-man-who-pulled-gun-on-pedestrians-in-south-seattle/436890736",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 9.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Non-Shooting Incident||Road rage||Brandishing/flourishing/open carry/lost/found",
-                    "latitude": 47.5512,
-                    "location_description": null,
-                    "longitude": -122.278,
-                    "n_guns_involved": 1.0,
-                    "notes": "Man threw beer bottle and then returned and brandished gun and threatened people who walked in front of his car at intersection",
-                    "participant_age": null,
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": null,
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": "0::Unharmed",
-                    "participant_type": "0::Subject-Suspect",
-                    "sources": "http://www.king5.com/news/crime/police-search-for-man-who-pulled-gun-on-pedestrians-in-south-seattle/436890736",
-                    "state_house_district": 37.0,
-                    "state_senate_district": 37.0
-                }
-            },
-            {
-                "scenario_id": "069",
-                "features": {
-                    "incident_id": 142979,
-                    "date": "2014-06-04",
-                    "state": "Arizona",
-                    "city_or_county": "Phoenix",
-                    "address": "16th and Union ",
-                    "n_killed": 0,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/142979",
-                    "source_url": "http://www.azcentral.com/videos/news/local/phoenix/2014/06/05/10007467/",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 6.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Shots fired, no action (reported, no evidence found)",
-                    "latitude": 33.6549,
-                    "location_description": null,
-                    "longitude": -112.048,
-                    "n_guns_involved": null,
-                    "notes": null,
-                    "participant_age": null,
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Male",
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": "0::Unharmed",
-                    "participant_type": "0::Subject-Suspect",
-                    "sources": "http://www.azcentral.com/videos/news/local/phoenix/2014/06/05/10007467/",
-                    "state_house_district": 20.0,
-                    "state_senate_district": 20.0
-                }
-            },
-            {
-                "scenario_id": "070",
-                "features": {
-                    "incident_id": 533698,
-                    "date": "2016-04-01",
-                    "state": "North Carolina",
-                    "city_or_county": "Union (county)",
-                    "address": "6200 block of Old Pageland Marshville Road",
-                    "n_killed": 1,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/533698",
-                    "source_url": "http://www.wbtv.com/story/31625114/woman-turns-self-in-wanted-in-fatal-shooting-of-brother-in-union-county",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 8.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Shot - Dead (murder, accidental, suicide)",
-                    "latitude": 34.8381,
-                    "location_description": null,
-                    "longitude": -80.4178,
-                    "n_guns_involved": null,
-                    "notes": null,
-                    "participant_age": "0::21",
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Male||1::Female",
-                    "participant_name": "0::Elijah James Moore||1::Breanna Moore",
-                    "participant_relationship": "1::Family",
-                    "participant_status": "0::Killed||1::Unharmed, Arrested",
-                    "participant_type": "0::Victim||1::Subject-Suspect",
-                    "sources": "http://www.wbtv.com/story/31625114/woman-turns-self-in-wanted-in-fatal-shooting-of-brother-in-union-county",
-                    "state_house_district": 55.0,
-                    "state_senate_district": 35.0
-                }
-            },
-            {
-                "scenario_id": "071",
-                "features": {
-                    "incident_id": 444098,
-                    "date": "2015-11-06",
-                    "state": "Georgia",
-                    "city_or_county": "Athens",
-                    "address": "Norwood Lane",
-                    "n_killed": 0,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/444098",
-                    "source_url": "http://onlineathens.com/blotter/2015-11-07/report-discharged-weapons-house-athens",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 9.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Shots Fired - No Injuries||Drive-by (car to street, car to car)",
-                    "latitude": 34.0285,
-                    "location_description": null,
-                    "longitude": -83.3281,
-                    "n_guns_involved": null,
-                    "notes": "shots fired, brass casings found",
-                    "participant_age": null,
-                    "participant_age_group": null,
-                    "participant_gender": null,
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": null,
-                    "participant_type": null,
-                    "sources": "http://onlineathens.com/blotter/2015-11-07/report-discharged-weapons-house-athens",
-                    "state_house_district": 118.0,
-                    "state_senate_district": 47.0
-                }
-            },
-            {
-                "scenario_id": "072",
-                "features": {
-                    "incident_id": 316651,
-                    "date": "2015-04-01",
-                    "state": "Wisconsin",
-                    "city_or_county": "Milwaukee",
-                    "address": "14th Street and Finn Place",
-                    "n_killed": 0,
-                    "n_injured": 3,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/316651",
-                    "source_url": "http://fox6now.com/2015/04/02/they-dont-know-how-to-respect-life-three-wounded-in-shooting-on-milwaukees-north-side/",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 4.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Shot - Wounded/Injured||Domestic Violence",
-                    "latitude": 43.0834,
-                    "location_description": null,
-                    "longitude": -87.9285,
-                    "n_guns_involved": null,
-                    "notes": "shot in family dispute, poss single shooter",
-                    "participant_age": "0::33||1::40||2::54",
-                    "participant_age_group": "0::Adult 18+||1::Adult 18+||2::Adult 18+",
-                    "participant_gender": "0::Male||1::Male||2::Male",
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": "0::Injured||1::Injured||2::Injured",
-                    "participant_type": "0::Victim||1::Victim||2::Victim",
-                    "sources": "http://www.cbs58.com/story/28700399/milwaukee-police-investigate-triple-shooting||http://fox6now.com/2015/04/02/they-dont-know-how-to-respect-life-three-wounded-in-shooting-on-milwaukees-north-side/",
-                    "state_house_district": 10.0,
-                    "state_senate_district": 4.0
-                }
-            },
-            {
-                "scenario_id": "073",
-                "features": {
-                    "incident_id": 765597,
-                    "date": "2017-02-01",
-                    "state": "Florida",
-                    "city_or_county": "Palm Bay",
-                    "address": "Palm Bay Rd and Hollywood Blvd",
-                    "n_killed": 0,
-                    "n_injured": 2,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/765597",
-                    "source_url": "http://www.floridatoday.com/story/news/crime/2017/02/01/palm-bay-drive--shooting--95-overpass-wounds-two/97350870/",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 8.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Shot - Wounded/Injured||Drive-by (car to street, car to car)",
-                    "latitude": 28.0352,
-                    "location_description": null,
-                    "longitude": -80.6499,
-                    "n_guns_involved": 1.0,
-                    "notes": "near I 95 overpass, approx location, stem from altercation at Pinups",
-                    "participant_age": null,
-                    "participant_age_group": "0::Adult 18+||1::Adult 18+||2::Adult 18+",
-                    "participant_gender": "0::Male||1::Male||2::Male",
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": "0::Injured||1::Injured||2::Unharmed",
-                    "participant_type": "0::Victim||1::Victim||2::Subject-Suspect",
-                    "sources": "http://www.clickorlando.com/news/2-shot-in-car-after-leaving-palm-bay-strip-club||http://www.floridatoday.com/story/news/crime/2017/02/01/palm-bay-drive--shooting--95-overpass-wounds-two/97350870/",
-                    "state_house_district": 53.0,
-                    "state_senate_district": 16.0
-                }
-            },
-            {
-                "scenario_id": "074",
-                "features": {
-                    "incident_id": 506236,
-                    "date": "2016-02-16",
-                    "state": "Georgia",
-                    "city_or_county": "Augusta",
-                    "address": "3417 Wrightsboro Road",
-                    "n_killed": 1,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/506236",
-                    "source_url": "http://wjbf.com/2016/02/17/arrests-made-in-augusta-murder-case/",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 12.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Shot - Dead (murder, accidental, suicide)||Possession (gun(s) found during commission of other crimes)||Possession of gun by felon or prohibited person",
-                    "latitude": 33.468,
-                    "location_description": "Waffle House",
-                    "longitude": -82.0779,
-                    "n_guns_involved": null,
-                    "notes": "Richmond Co",
-                    "participant_age": "0::26||1::35||2::20||3::24",
-                    "participant_age_group": "0::Adult 18+||1::Adult 18+||2::Adult 18+||3::Adult 18+",
-                    "participant_gender": "0::Male||1::Male||2::Male||3::Male",
-                    "participant_name": "0::Terrance Terrell Baker||1::Elijah Bernard Washington||2::Brandon Antonio Carter||3::Shawncy Barrett",
-                    "participant_relationship": null,
-                    "participant_status": "0::Killed||1::Unharmed, Arrested||2::Unharmed, Arrested||3::Unharmed, Arrested",
-                    "participant_type": "0::Victim||1::Subject-Suspect||2::Subject-Suspect||3::Subject-Suspect",
-                    "sources": "http://chronicle.augusta.com/news/crime-courts/2016-02-16/update-slaying-victim-identified||http://wjbf.com/2016/02/17/arrests-made-in-augusta-murder-case/",
-                    "state_house_district": 124.0,
-                    "state_senate_district": 22.0
-                }
-            },
-            {
-                "scenario_id": "075",
-                "features": {
-                    "incident_id": 490547,
-                    "date": "2016-01-22",
-                    "state": "Pennsylvania",
-                    "city_or_county": "Philadelphia",
-                    "address": "3000 block of North Eighth Street",
-                    "n_killed": 0,
-                    "n_injured": 2,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/490547",
-                    "source_url": "http://www.philly.com/philly/news/20160123_Two_men_shot_in_Fairhill.html",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 2.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Shot - Wounded/Injured",
-                    "latitude": 39.9973,
-                    "location_description": null,
-                    "longitude": -75.1441,
-                    "n_guns_involved": null,
-                    "notes": "2 inj, 1 critical and 1 stable.",
-                    "participant_age": "0::58||1::52",
-                    "participant_age_group": "0::Adult 18+||1::Adult 18+",
-                    "participant_gender": "0::Male||1::Male",
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": "0::Injured||1::Injured",
-                    "participant_type": "0::Victim||1::Victim",
-                    "sources": "http://www.philly.com/philly/news/20160123_Two_men_shot_in_Fairhill.html",
-                    "state_house_district": null,
-                    "state_senate_district": null
-                }
-            },
-            {
-                "scenario_id": "076",
-                "features": {
-                    "incident_id": 907022,
-                    "date": "2017-08-04",
-                    "state": "Arizona",
-                    "city_or_county": "Flagstaff",
-                    "address": "1900 block of N 1st St",
-                    "n_killed": 0,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/907022",
-                    "source_url": "http://azdailysun.com/news/swat-responds-to-shooting-incident-in-sunnyside/article_6dfb3a17-2b96-52eb-8a20-8f9ce8176a85.html",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 1.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Shots Fired - No Injuries||Officer Involved Incident||Officer Involved Incident - Weapon involved but no shots fired||Officer Involved Shooting - subject/suspect/perpetrator surrender at standoff||Under the influence of alcohol or drugs (only applies to the subject/suspect/perpetrator )",
-                    "latitude": 35.2064,
-                    "location_description": null,
-                    "longitude": -111.617,
-                    "n_guns_involved": 1.0,
-                    "notes": "suspect arrested after falling asleep on couch",
-                    "participant_age": "0::21",
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Male",
-                    "participant_name": "0::Horacio Leal",
-                    "participant_relationship": null,
-                    "participant_status": "0::Unharmed, Arrested",
-                    "participant_type": "0::Subject-Suspect",
-                    "sources": "http://azdailysun.com/news/swat-responds-to-shooting-incident-in-sunnyside/article_6dfb3a17-2b96-52eb-8a20-8f9ce8176a85.html",
-                    "state_house_district": 6.0,
-                    "state_senate_district": 6.0
-                }
-            },
-            {
-                "scenario_id": "077",
-                "features": {
-                    "incident_id": 111691,
-                    "date": "2014-02-25",
-                    "state": "Washington",
-                    "city_or_county": "Lake Stevens",
-                    "address": "7000 block of 126th Drive North",
-                    "n_killed": 0,
-                    "n_injured": 1,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/111691",
-                    "source_url": "http://www.kirotv.com/news/news/second-arrest-made-attempted-home-invasion-lake-st/nd44r/",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 1.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Shot - Wounded/Injured||Home Invasion||Home Invasion - subject/suspect/perpetrator injured",
-                    "latitude": 48.0593,
-                    "location_description": null,
-                    "longitude": -122.06,
-                    "n_guns_involved": null,
-                    "notes": null,
-                    "participant_age": "2::32||3::33",
-                    "participant_age_group": "0::Adult 18+||1::Adult 18+",
-                    "participant_gender": "0::Male||1::Male||2::Male||3::Male",
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": "0::Unharmed||1::Unharmed||2::Unharmed||3::Injured",
-                    "participant_type": "0::Victim||1::Victim||2::Subject-Suspect||3::Subject-Suspect",
-                    "sources": "http://www.kirotv.com/news/news/second-arrest-made-attempted-home-invasion-lake-st/nd44r/",
-                    "state_house_district": 39.0,
-                    "state_senate_district": 39.0
-                }
-            },
-            {
-                "scenario_id": "078",
-                "features": {
-                    "incident_id": 294623,
-                    "date": "2015-02-18",
-                    "state": "New York",
-                    "city_or_county": "Manhattan",
-                    "address": "17th Street",
-                    "n_killed": 0,
-                    "n_injured": 1,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/294623",
-                    "source_url": "http://newyork.cbslocal.com/2015/02/18/23-year-old-man-shot-wounded-in-chelsea/",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 12.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Shot - Wounded/Injured",
-                    "latitude": 40.7355,
-                    "location_description": null,
-                    "longitude": -73.9866,
-                    "n_guns_involved": null,
-                    "notes": "Chelsea, near Ninth Ave, shot in stomach",
-                    "participant_age": "0::23",
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Male",
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": "0::Injured",
-                    "participant_type": "0::Victim",
-                    "sources": "http://newyork.cbslocal.com/2015/02/18/23-year-old-man-shot-wounded-in-chelsea/",
-                    "state_house_district": 74.0,
-                    "state_senate_district": 28.0
-                }
-            },
-            {
-                "scenario_id": "079",
-                "features": {
-                    "incident_id": 498363,
-                    "date": "2016-02-02",
-                    "state": "Texas",
-                    "city_or_county": "Houston",
-                    "address": "8600 Broadway",
-                    "n_killed": 0,
-                    "n_injured": 1,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/498363",
-                    "source_url": "http://www.chron.com/houston/article/Shooting-leaves-man-wounded-in-back-in-SE-Houston-6800418.php",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 9.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Shot - Wounded/Injured",
-                    "latitude": 29.6655,
-                    "location_description": null,
-                    "longitude": -95.277,
-                    "n_guns_involved": null,
-                    "notes": "1 inj. This story is developing.",
-                    "participant_age": null,
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Male",
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": "0::Injured||1::Arrested",
-                    "participant_type": "0::Victim||1::Subject-Suspect",
-                    "sources": "http://www.chron.com/houston/article/Shooting-leaves-man-wounded-in-back-in-SE-Houston-6800418.php",
-                    "state_house_district": 147.0,
-                    "state_senate_district": 6.0
-                }
-            },
-            {
-                "scenario_id": "080",
-                "features": {
-                    "incident_id": 996852,
-                    "date": "2017-11-26",
-                    "state": "Nebraska",
-                    "city_or_county": "Lincoln",
-                    "address": "3636 N 52nd St",
-                    "n_killed": 0,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/996852",
-                    "source_url": "http://journalstar.com/news/local/911/man-fired-gun-through-doorway-of-lincoln-apartment-with-people/article_57eb7b48-275e-5398-9332-d1161c64fed3.html",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": null,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Shots Fired - No Injuries||Possession of gun by felon or prohibited person",
-                    "latitude": null,
-                    "location_description": null,
-                    "longitude": null,
-                    "n_guns_involved": 1.0,
-                    "notes": "Suspect fired gun through apartment door.",
-                    "participant_age": "0::29",
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Male",
-                    "participant_name": "0::Salvador Orozco",
-                    "participant_relationship": null,
-                    "participant_status": "0::Unharmed, Arrested",
-                    "participant_type": "0::Subject-Suspect",
-                    "sources": "http://journalstar.com/news/local/911/man-fired-gun-through-doorway-of-lincoln-apartment-with-people/article_57eb7b48-275e-5398-9332-d1161c64fed3.html",
-                    "state_house_district": null,
-                    "state_senate_district": null
-                }
-            },
-            {
-                "scenario_id": "081",
-                "features": {
-                    "incident_id": 301254,
-                    "date": "2015-03-02",
-                    "state": "South Carolina",
-                    "city_or_county": "Westminster",
-                    "address": "Jeremy Drive",
-                    "n_killed": 0,
-                    "n_injured": 1,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/301254",
-                    "source_url": "http://www.foxcarolina.com/story/28254902/deputies-man-held-wife-father-hostage-threatened-to-kill-them",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 3.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Handgun",
-                    "incident_characteristics": "Non-Shooting Incident||Domestic Violence||Kidnapping/abductions/hostage||Pistol-whipping||Brandishing/flourishing/open carry/lost/found",
-                    "latitude": 34.6523,
-                    "location_description": null,
-                    "longitude": -83.1374,
-                    "n_guns_involved": 1.0,
-                    "notes": "drove back from GA to SC, pw father, held him & wife hostage at gunpoint with loaded handgun, threatened to kill if cops called, no shots fired",
-                    "participant_age": "2::25",
-                    "participant_age_group": "0::Adult 18+||1::Adult 18+||2::Adult 18+",
-                    "participant_gender": "0::Male||1::Female||2::Male",
-                    "participant_name": "2::Joshua Brock",
-                    "participant_relationship": "2::Family",
-                    "participant_status": "0::Injured||1::Unharmed||2::Unharmed, Arrested",
-                    "participant_type": "0::Victim||1::Victim||2::Subject-Suspect",
-                    "sources": "http://www.foxcarolina.com/story/28254902/deputies-man-held-wife-father-hostage-threatened-to-kill-them",
-                    "state_house_district": 1.0,
-                    "state_senate_district": 1.0
-                }
-            },
-            {
-                "scenario_id": "082",
-                "features": {
-                    "incident_id": 767704,
-                    "date": "2017-01-09",
-                    "state": "Missouri",
-                    "city_or_county": "High Ridge",
-                    "address": "4100 block of Schumacher Rd",
-                    "n_killed": 1,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/767704",
-                    "source_url": "http://www.stltoday.com/news/local/crime-and-courts/high-ridge-woman-charged-with-killing-boyfriend-dumping-body-in/article_ae35caa6-544f-5f99-b233-c650e6e0d414.html",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 3.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Shot - Dead (murder, accidental, suicide)||Domestic Violence",
-                    "latitude": 38.4791,
-                    "location_description": null,
-                    "longitude": -90.4854,
-                    "n_guns_involved": 1.0,
-                    "notes": null,
-                    "participant_age": "0::50||1::51",
-                    "participant_age_group": "0::Adult 18+||1::Adult 18+",
-                    "participant_gender": "0::Male||1::Female",
-                    "participant_name": "0::Vincent White||1::Donna Tooley",
-                    "participant_relationship": "1::Significant others - current or former",
-                    "participant_status": "0::Killed||1::Unharmed, Arrested",
-                    "participant_type": "0::Victim||1::Subject-Suspect",
-                    "sources": "http://www.stltoday.com/news/local/crime-and-courts/high-ridge-woman-charged-with-killing-boyfriend-dumping-body-in/article_ae35caa6-544f-5f99-b233-c650e6e0d414.html",
-                    "state_house_district": 112.0,
-                    "state_senate_district": 22.0
-                }
-            },
-            {
-                "scenario_id": "083",
-                "features": {
-                    "incident_id": 657074,
-                    "date": "2016-09-17",
-                    "state": "Ohio",
-                    "city_or_county": "Toledo",
-                    "address": "North Detroit and Highland",
-                    "n_killed": 1,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/657074",
-                    "source_url": "http://www.wtol.com/story/33393824/toledo-police-arrest-2-suspects-in-separate-september-murders",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": null,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Shot - Dead (murder, accidental, suicide)",
-                    "latitude": null,
-                    "location_description": null,
-                    "longitude": null,
-                    "n_guns_involved": 1.0,
-                    "notes": "found at Collingwood and Central",
-                    "participant_age": "0::28||1::26",
-                    "participant_age_group": "0::Adult 18+||1::Adult 18+",
-                    "participant_gender": "0::Male||1::Male",
-                    "participant_name": "0::Bobby Gittens||1::Darnell Walker",
-                    "participant_relationship": null,
-                    "participant_status": "0::Killed||1::Unharmed, Arrested",
-                    "participant_type": "0::Victim||1::Subject-Suspect",
-                    "sources": "http://www.toledoblade.com/Police-Fire/2016/09/17/Man-dies-after-shooting-in-central-Toledo.html||http://www.wtol.com/story/33393824/toledo-police-arrest-2-suspects-in-separate-september-murders",
-                    "state_house_district": null,
-                    "state_senate_district": null
-                }
-            },
-            {
-                "scenario_id": "084",
-                "features": {
-                    "incident_id": 116468,
-                    "date": "2014-03-18",
-                    "state": "Oregon",
-                    "city_or_county": "Hillsboro",
-                    "address": " Northwest West Union Road and Dick Road",
-                    "n_killed": 0,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/116468",
-                    "source_url": "http://www.oregonlive.com/north-of-26/index.ssf/2014/03/hillsboro-area_man_killed_neig.html",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 1.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Animal shot/killed",
-                    "latitude": 45.5735,
-                    "location_description": null,
-                    "longitude": -122.907,
-                    "n_guns_involved": null,
-                    "notes": "dog shot in yard",
-                    "participant_age": null,
-                    "participant_age_group": null,
-                    "participant_gender": null,
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": null,
-                    "participant_type": null,
-                    "sources": "http://www.oregonlive.com/north-of-26/index.ssf/2014/03/hillsboro-area_man_killed_neig.html",
-                    "state_house_district": 30.0,
-                    "state_senate_district": 15.0
-                }
-            },
-            {
-                "scenario_id": "085",
-                "features": {
-                    "incident_id": 217293,
-                    "date": "2014-01-12",
-                    "state": "Georgia",
-                    "city_or_county": "Atlanta",
-                    "address": "6000 N Terminal Pkwy",
-                    "n_killed": 0,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/217293",
-                    "source_url": "http://blog.tsa.gov/2014/01/tsa-week-in-review-42-firearms.html",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 5.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "TSA Action",
-                    "latitude": 33.6356,
-                    "location_description": null,
-                    "longitude": -84.4333,
-                    "n_guns_involved": null,
-                    "notes": "Hartsfield-Jackson Atlanta International Airport",
-                    "participant_age": null,
-                    "participant_age_group": null,
-                    "participant_gender": null,
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": null,
-                    "participant_type": null,
-                    "sources": "http://blog.tsa.gov/2014/01/tsa-week-in-review-42-firearms.html",
-                    "state_house_district": 60.0,
-                    "state_senate_district": 34.0
-                }
-            },
-            {
-                "scenario_id": "086",
-                "features": {
-                    "incident_id": 320162,
-                    "date": "2015-04-01",
-                    "state": "Wisconsin",
-                    "city_or_county": "Milwaukee",
-                    "address": "5300 S Howell Ave",
-                    "n_killed": 0,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/320162",
-                    "source_url": "http://blog.tsa.gov/",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 4.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::25 Auto",
-                    "incident_characteristics": "Non-Shooting Incident||TSA Action",
-                    "latitude": 42.9478,
-                    "location_description": null,
-                    "longitude": -87.9096,
-                    "n_guns_involved": 1.0,
-                    "notes": null,
-                    "participant_age": null,
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Male",
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": "0::Unharmed",
-                    "participant_type": "0::Subject-Suspect",
-                    "sources": "http://blog.tsa.gov/",
-                    "state_house_district": 20.0,
-                    "state_senate_district": 7.0
-                }
-            },
-            {
-                "scenario_id": "087",
-                "features": {
-                    "incident_id": 1029348,
-                    "date": "2018-01-16",
-                    "state": "Louisiana",
-                    "city_or_county": "Bossier City",
-                    "address": "Airline Drive",
-                    "n_killed": 0,
-                    "n_injured": 1,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/1029348",
-                    "source_url": "http://www.ksla.com/story/37275136/at-least-1-injured-in-bossier-city-shooting",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 4.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Shot - Wounded/Injured",
-                    "latitude": 32.5693,
-                    "location_description": null,
-                    "longitude": -93.7121,
-                    "n_guns_involved": 1.0,
-                    "notes": "possible suicide attempt",
-                    "participant_age": null,
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Male",
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": "0::Injured",
-                    "participant_type": "0::Victim",
-                    "sources": "http://www.ksla.com/story/37275136/at-least-1-injured-in-bossier-city-shooting",
-                    "state_house_district": 8.0,
-                    "state_senate_district": 37.0
-                }
-            },
-            {
-                "scenario_id": "088",
-                "features": {
-                    "incident_id": 624456,
-                    "date": "2016-08-08",
-                    "state": "Pennsylvania",
-                    "city_or_county": "Philadelphia",
-                    "address": "60th Street and Woodland Avenue",
-                    "n_killed": 0,
-                    "n_injured": 1,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/624456",
-                    "source_url": "http://www.philly.com/philly/news/20160809_Man_shot_to_death_in_South_Philadelphia.html",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 1.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Shot - Wounded/Injured||Armed robbery with injury/death and/or evidence of DGU found||Car-jacking",
-                    "latitude": 39.9304,
-                    "location_description": null,
-                    "longitude": -75.2276,
-                    "n_guns_involved": null,
-                    "notes": "shot during attempt cj",
-                    "participant_age": "0::31",
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Male||1::Male",
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": "0::Injured||1::Unharmed",
-                    "participant_type": "0::Victim||1::Subject-Suspect",
-                    "sources": "http://www.philly.com/philly/news/20160809_Man_shot_to_death_in_South_Philadelphia.html",
-                    "state_house_district": null,
-                    "state_senate_district": null
-                }
-            },
-            {
-                "scenario_id": "089",
-                "features": {
-                    "incident_id": 900888,
-                    "date": "2017-07-29",
-                    "state": "Illinois",
-                    "city_or_county": "Chicago",
-                    "address": "5000 block of W Madison",
-                    "n_killed": 0,
-                    "n_injured": 1,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/900888",
-                    "source_url": "http://chicago.suntimes.com/news/man-shows-up-at-hospital-after-west-side-shooting/amp/",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 7.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Shot - Wounded/Injured",
-                    "latitude": 41.8807,
-                    "location_description": "Austin neighborhood",
-                    "longitude": -87.7507,
-                    "n_guns_involved": 1.0,
-                    "notes": "Shoulder, while walking, stable;",
-                    "participant_age": "0::23",
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Male",
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": "0::Injured",
-                    "participant_type": "0::Victim",
-                    "sources": "http://chicago.suntimes.com/news/man-shows-up-at-hospital-after-west-side-shooting/amp/",
-                    "state_house_district": 8.0,
-                    "state_senate_district": 4.0
-                }
-            },
-            {
-                "scenario_id": "090",
-                "features": {
-                    "incident_id": 400876,
-                    "date": "2015-08-24",
-                    "state": "Massachusetts",
-                    "city_or_county": "Boston",
-                    "address": "150 Dudley Street",
-                    "n_killed": 0,
-                    "n_injured": 1,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/400876",
-                    "source_url": "http://www.necn.com/news/new-england/Police-Investigate-Overnight-Shooting-in-Boston-322658132.html",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 7.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Shot - Wounded/Injured",
-                    "latitude": 42.3287,
-                    "location_description": null,
-                    "longitude": -71.0833,
-                    "n_guns_involved": null,
-                    "notes": "Roxbury",
-                    "participant_age": null,
-                    "participant_age_group": null,
-                    "participant_gender": "0::Male",
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": "0::Injured",
-                    "participant_type": "0::Victim",
-                    "sources": "http://www.necn.com/news/new-england/Police-Investigate-Overnight-Shooting-in-Boston-322658132.html",
-                    "state_house_district": null,
-                    "state_senate_district": null
-                }
-            },
-            {
-                "scenario_id": "091",
-                "features": {
-                    "incident_id": 504596,
-                    "date": "2016-02-08",
-                    "state": "Minnesota",
-                    "city_or_county": "Rochester",
-                    "address": "851 21st Avenue S.E.",
-                    "n_killed": 0,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/504596",
-                    "source_url": "http://kimt.com/2016/02/16/rochester-police-arrest-suspects-in-armed-home-invasion/",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 1.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Handgun",
-                    "incident_characteristics": "Non-Shooting Incident||Home Invasion||Home Invasion - No death or injury",
-                    "latitude": 44.0142,
-                    "location_description": null,
-                    "longitude": -92.4329,
-                    "n_guns_involved": 1.0,
-                    "notes": null,
-                    "participant_age": "0::20||1::19",
-                    "participant_age_group": "0::Adult 18+||1::Adult 18+",
-                    "participant_gender": "0::Male||1::Male",
-                    "participant_name": "0::Adrick Mims||1::Yasin Susi",
-                    "participant_relationship": "0::Home Invasion - Perp Does Not Know Victim||1::Home Invasion - Perp Does Not Know Victim",
-                    "participant_status": "0::Unharmed, Arrested||1::Unharmed, Arrested",
-                    "participant_type": "0::Subject-Suspect||1::Subject-Suspect",
-                    "sources": "http://kimt.com/2016/02/10/3-rochester-students-victims-of-home-invasion/||http://kimt.com/2016/02/16/rochester-police-arrest-suspects-in-armed-home-invasion/",
-                    "state_house_district": null,
-                    "state_senate_district": 26.0
-                }
-            },
-            {
-                "scenario_id": "092",
-                "features": {
-                    "incident_id": 716163,
-                    "date": "2016-12-01",
-                    "state": "Kentucky",
-                    "city_or_county": "Louisville",
-                    "address": "14417 Aiken Rd",
-                    "n_killed": 0,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/716163",
-                    "source_url": "http://www.wlky.com/article/elementary-student-to-be-disciplined-after-bringing-gun-to-school/8413912",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 3.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Non-Shooting Incident||School Incident||Gun at school, no death/injury - elementary/secondary school",
-                    "latitude": 38.2687,
-                    "location_description": "Stopher Elementary School",
-                    "longitude": -85.4856,
-                    "n_guns_involved": 1.0,
-                    "notes": "fifth grader brought gun to school",
-                    "participant_age": null,
-                    "participant_age_group": "0::Child 0-11",
-                    "participant_gender": "0::Male",
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": "0::Unharmed",
-                    "participant_type": "0::Subject-Suspect",
-                    "sources": "http://www.wlky.com/article/elementary-student-to-be-disciplined-after-bringing-gun-to-school/8413912",
-                    "state_house_district": null,
-                    "state_senate_district": null
-                }
-            },
-            {
-                "scenario_id": "093",
-                "features": {
-                    "incident_id": 264314,
-                    "date": "2014-12-16",
-                    "state": "Washington",
-                    "city_or_county": "Lynnwood",
-                    "address": "19300 block of Locust Way",
-                    "n_killed": 0,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/264314",
-                    "source_url": "http://blogs.seattletimes.com/today/2014/12/shots-fired-at-would-be-intruder-in-lynnwood/",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 2.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Shots Fired - No Injuries||Non-Shooting Incident||Home Invasion||Home Invasion - No death or injury||Defensive Use||Defensive Use - Victim stops crime||Defensive Use - Shots fired, no injury/death",
-                    "latitude": 47.7961,
-                    "location_description": null,
-                    "longitude": -122.258,
-                    "n_guns_involved": null,
-                    "notes": null,
-                    "participant_age": "0::26",
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Male",
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": "0::Unharmed, Arrested",
-                    "participant_type": "0::Subject-Suspect",
-                    "sources": "http://blogs.seattletimes.com/today/2014/12/shots-fired-at-would-be-intruder-in-lynnwood/",
-                    "state_house_district": 1.0,
-                    "state_senate_district": 1.0
-                }
-            },
-            {
-                "scenario_id": "094",
-                "features": {
-                    "incident_id": 312412,
-                    "date": "2015-03-24",
-                    "state": "Louisiana",
-                    "city_or_county": "Shreveport",
-                    "address": "Pleasant Drive",
-                    "n_killed": 0,
-                    "n_injured": 1,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/312412",
-                    "source_url": "http://www.ksla.com/story/28598268/shreveport-police-id-woman-injured-in-early-morning-shooting",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 4.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Shot - Wounded/Injured",
-                    "latitude": 32.4598,
-                    "location_description": null,
-                    "longitude": -93.7944,
-                    "n_guns_involved": null,
-                    "notes": null,
-                    "participant_age": "0::24",
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Female",
-                    "participant_name": "0::Breanna Johnson",
-                    "participant_relationship": null,
-                    "participant_status": "0::Injured",
-                    "participant_type": "0::Victim",
-                    "sources": "http://www.ksla.com/story/28598268/shreveport-police-id-woman-injured-in-early-morning-shooting",
-                    "state_house_district": 3.0,
-                    "state_senate_district": 39.0
-                }
-            },
-            {
-                "scenario_id": "095",
-                "features": {
-                    "incident_id": 587289,
-                    "date": "2016-06-19",
-                    "state": "New York",
-                    "city_or_county": "Brooklyn",
-                    "address": "405 Lefferts Avenue",
-                    "n_killed": 0,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/587289",
-                    "source_url": "https://www.dnainfo.com/new-york/20160623/crown-heights/crime-blotter-73-year-old-man-assaulted-robbed-by-woman-asking-for-1",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 9.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Shots Fired - No Injuries",
-                    "latitude": 40.6626,
-                    "location_description": null,
-                    "longitude": -73.9478,
-                    "n_guns_involved": null,
-                    "notes": "near New York Ave, shots fired into home, no inj report",
-                    "participant_age": null,
-                    "participant_age_group": null,
-                    "participant_gender": null,
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": null,
-                    "participant_type": null,
-                    "sources": "https://www.dnainfo.com/new-york/20160623/crown-heights/crime-blotter-73-year-old-man-assaulted-robbed-by-woman-asking-for-1",
-                    "state_house_district": 43.0,
-                    "state_senate_district": 20.0
-                }
-            },
-            {
-                "scenario_id": "096",
-                "features": {
-                    "incident_id": 291657,
-                    "date": "2015-02-10",
-                    "state": "California",
-                    "city_or_county": "San Jose",
-                    "address": "2300 block of Senter Road",
-                    "n_killed": 0,
-                    "n_injured": 1,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/291657",
-                    "source_url": "http://www.times-standard.com/general-news/20150210/san-jose-woman-wounded-in-tuesday-night-shooting",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 19.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Shot - Wounded/Injured",
-                    "latitude": 37.3093,
-                    "location_description": null,
-                    "longitude": -121.849,
-                    "n_guns_involved": null,
-                    "notes": null,
-                    "participant_age": null,
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Female",
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": "0::Injured",
-                    "participant_type": "0::Victim",
-                    "sources": "http://www.times-standard.com/general-news/20150210/san-jose-woman-wounded-in-tuesday-night-shooting",
-                    "state_house_district": 27.0,
-                    "state_senate_district": 15.0
-                }
-            },
-            {
-                "scenario_id": "097",
-                "features": {
-                    "incident_id": 216733,
-                    "date": "2014-11-05",
-                    "state": "Tennessee",
-                    "city_or_county": "Memphis",
-                    "address": "Interstate 40",
-                    "n_killed": 0,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/216733",
-                    "source_url": "http://www.walb.com/story/27298916/heavy-police-presence-near-pyramid",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 9.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Car-jacking",
-                    "latitude": 35.1788,
-                    "location_description": null,
-                    "longitude": -89.8281,
-                    "n_guns_involved": null,
-                    "notes": "Downtown, woman carjacked near National Civil Rights Museum, suspects crashed near I-40 bridge during police chase, one arrested had shotgun",
-                    "participant_age": null,
-                    "participant_age_group": "0::Adult 18+||1::Adult 18+||2::Adult 18+||3::Adult 18+",
-                    "participant_gender": "0::Female||1::Male||2::Male||3::Male",
-                    "participant_name": "1::Brandon Burnes",
-                    "participant_relationship": null,
-                    "participant_status": "0::Unharmed||1::Unharmed||2::Unharmed||3::Unharmed",
-                    "participant_type": "0::Victim||1::Subject-Suspect||2::Subject-Suspect||3::Subject-Suspect",
-                    "sources": "http://www.walb.com/story/27298916/heavy-police-presence-near-pyramid",
-                    "state_house_district": 97.0,
-                    "state_senate_district": 31.0
-                }
-            },
-            {
-                "scenario_id": "099",
-                "features": {
-                    "incident_id": 620467,
-                    "date": "2016-08-03",
-                    "state": "Michigan",
-                    "city_or_county": "Detroit",
-                    "address": "24500 block of Grand River",
-                    "n_killed": 0,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/620467",
-                    "source_url": "http://www.wxyz.com/news/detroit-police-ask-for-publics-help-identifying-man-in-connection-to-early-morning-carjacking",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 13.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Non-Shooting Incident||Car-jacking",
-                    "latitude": 42.4269,
-                    "location_description": null,
-                    "longitude": -83.283,
-                    "n_guns_involved": null,
-                    "notes": "Car-jacking.",
-                    "participant_age": "0::24",
-                    "participant_age_group": "0::Adult 18+||1::Adult 18+",
-                    "participant_gender": "0::Female||1::Male",
-                    "participant_name": null,
-                    "participant_relationship": "1::Armed Robbery",
-                    "participant_status": "0::Unharmed||1::Unharmed",
-                    "participant_type": "0::Victim||1::Subject-Suspect",
-                    "sources": "http://www.wxyz.com/news/detroit-police-ask-for-publics-help-identifying-man-in-connection-to-early-morning-carjacking",
-                    "state_house_district": 10.0,
-                    "state_senate_district": 3.0
-                }
-            },
-            {
-                "scenario_id": "100",
-                "features": {
-                    "incident_id": 523587,
-                    "date": "2016-03-16",
-                    "state": "Texas",
-                    "city_or_county": "Pilot Point",
-                    "address": "300 block of South Church Street",
-                    "n_killed": 2,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/523587",
-                    "source_url": "http://dallas.suntimes.com/obituaries/7/75/242401/e22586a07232714b8f5aebb2f23e36b6",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 26.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Handgun",
-                    "incident_characteristics": "Shot - Dead (murder, accidental, suicide)||Suicide^||Murder/Suicide||Domestic Violence",
-                    "latitude": 33.3945,
-                    "location_description": null,
-                    "longitude": -96.9591,
-                    "n_guns_involved": 1.0,
-                    "notes": "2 killed by gunfire in murder suicide, two others hit by car",
-                    "participant_age": "0::51||1::50",
-                    "participant_age_group": "0::Adult 18+||1::Adult 18+",
-                    "participant_gender": "0::Female||1::Male",
-                    "participant_name": "0::Rhonda Holmes||1::Wilford \"Nemo\" Holmes",
-                    "participant_relationship": "1::Significant others - current or former",
-                    "participant_status": "0::Killed||1::Killed",
-                    "participant_type": "0::Victim||1::Subject-Suspect",
-                    "sources": "http://www.nbcdfw.com/news/local/Three-Shot-in-Denton-County-Neighborhood-Police-372297442.html||http://www.wfaa.com/news/crime/four-injured-amid-confusion-at-pilot-point-crime-scene/86058459||http://dallas.suntimes.com/obituaries/7/75/242401/e22586a07232714b8f5aebb2f23e36b6",
-                    "state_house_district": 106.0,
-                    "state_senate_district": 30.0
-                }
-            },
-            {
-                "scenario_id": "101",
-                "features": {
-                    "incident_id": 125047,
-                    "date": "2014-04-09",
-                    "state": "California",
-                    "city_or_county": "Soledad",
-                    "address": "Walker and Metz ",
-                    "n_killed": 0,
-                    "n_injured": 1,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/125047",
-                    "source_url": "http://www.thecalifornian.com/article/20140414/NEWS09/304140030/Reports-lead-Soledad-police-hunt-shooting-victim",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 20.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Shot - Wounded/Injured",
-                    "latitude": 36.4276,
-                    "location_description": null,
-                    "longitude": -121.321,
-                    "n_guns_involved": null,
-                    "notes": null,
-                    "participant_age": "0::40",
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Male",
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": "0::Injured",
-                    "participant_type": "0::Victim",
-                    "sources": "http://www.thecalifornian.com/article/20140414/NEWS09/304140030/Reports-lead-Soledad-police-hunt-shooting-victim",
-                    "state_house_district": 30.0,
-                    "state_senate_district": 12.0
-                }
-            },
-            {
-                "scenario_id": "102",
-                "features": {
-                    "incident_id": 531895,
-                    "date": "2016-03-31",
-                    "state": "Texas",
-                    "city_or_county": "Dallas",
-                    "address": "3300 block of South Vernon Avenue",
-                    "n_killed": 1,
-                    "n_injured": 1,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/531895",
-                    "source_url": "http://www.wfaa.com/news/crime/suspect-in-overnight-murder-arrested/113124740",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 33.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Shot - Wounded/Injured||Shot - Dead (murder, accidental, suicide)",
-                    "latitude": 32.7042,
-                    "location_description": "Vernon Oaks Apartments",
-                    "longitude": -96.8359,
-                    "n_guns_involved": null,
-                    "notes": "1 killed, 1 inj. This story is developing.",
-                    "participant_age": "0::33||1::31||2::29",
-                    "participant_age_group": "0::Adult 18+||1::Adult 18+||2::Adult 18+",
-                    "participant_gender": "0::Male||1::Male||2::Male",
-                    "participant_name": "0::David Sanchez||1::Louis Serena||2::Cortez Bowser",
-                    "participant_relationship": null,
-                    "participant_status": "0::Killed||1::Injured||2::Unharmed, Arrested",
-                    "participant_type": "0::Victim||1::Victim||2::Subject-Suspect",
-                    "sources": "http://dfw.cbslocal.com/2016/03/31/one-dead-another-wounded-in-overnight-oak-cliff-shooting/||http://www.wfaa.com/news/crime/suspect-in-overnight-murder-arrested/113124740",
-                    "state_house_district": 104.0,
-                    "state_senate_district": 23.0
-                }
-            },
-            {
-                "scenario_id": "103",
-                "features": {
-                    "incident_id": 433138,
-                    "date": "2015-10-16",
-                    "state": "South Carolina",
-                    "city_or_county": "Union",
-                    "address": "Broyce St.",
-                    "n_killed": 0,
-                    "n_injured": 1,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/433138",
-                    "source_url": "http://wspa.com/2015/10/19/man-shot-during-robbery-in-union/",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 5.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Shot - Wounded/Injured||Armed robbery with injury/death and/or evidence of DGU found",
-                    "latitude": 34.7072,
-                    "location_description": null,
-                    "longitude": -81.629,
-                    "n_guns_involved": null,
-                    "notes": null,
-                    "participant_age": null,
-                    "participant_age_group": "0::Adult 18+||1::Adult 18+",
-                    "participant_gender": "0::Male||1::Male",
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": "0::Injured||1::Unharmed",
-                    "participant_type": "0::Victim||1::Subject-Suspect",
-                    "sources": "http://wspa.com/2015/10/19/man-shot-during-robbery-in-union/",
-                    "state_house_district": 42.0,
-                    "state_senate_district": 13.0
-                }
-            },
-            {
-                "scenario_id": "104",
-                "features": {
-                    "incident_id": 495879,
-                    "date": "2016-01-26",
-                    "state": "Illinois",
-                    "city_or_county": "Kankakee",
-                    "address": "700 block of South Poplar Avenue",
-                    "n_killed": 0,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/495879",
-                    "source_url": "http://www.daily-journal.com/news/crime/no-one-injured-in-drive-by-shooting-in-kankakee/article_eab260bd-0b0f-5f11-9e6e-b3e52fcc7061.html",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 2.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Shots Fired - No Injuries||Drive-by (car to street, car to car)||Possession (gun(s) found during commission of other crimes)",
-                    "latitude": 41.111,
-                    "location_description": null,
-                    "longitude": -87.8501,
-                    "n_guns_involved": null,
-                    "notes": "No injuries, in drive-by believed to be targeted; numerous shell casings recovered;",
-                    "participant_age": null,
-                    "participant_age_group": null,
-                    "participant_gender": null,
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": null,
-                    "participant_type": null,
-                    "sources": "http://www.daily-journal.com/news/crime/no-one-injured-in-drive-by-shooting-in-kankakee/article_eab260bd-0b0f-5f11-9e6e-b3e52fcc7061.html",
-                    "state_house_district": 79.0,
-                    "state_senate_district": 40.0
-                }
-            },
-            {
-                "scenario_id": "105",
-                "features": {
-                    "incident_id": 666548,
-                    "date": "2016-09-28",
-                    "state": "Alabama",
-                    "city_or_county": "Mobile",
-                    "address": "2300 block of Airport Boulevard",
-                    "n_killed": 0,
-                    "n_injured": 1,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/666548",
-                    "source_url": "http://www.al.com/news/mobile/index.ssf/2016/09/man_shot_at_a_gas_station_in_w.html#incart_river_home",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 1.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Shot - Wounded/Injured",
-                    "latitude": 30.6768,
-                    "location_description": null,
-                    "longitude": -88.0952,
-                    "n_guns_involved": 1.0,
-                    "notes": null,
-                    "participant_age": "0::55",
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Male",
-                    "participant_name": "0::William \"Rusty\" Hill",
-                    "participant_relationship": null,
-                    "participant_status": "0::Injured",
-                    "participant_type": "0::Victim",
-                    "sources": "http://www.al.com/news/mobile/index.ssf/2016/09/man_shot_at_a_gas_station_in_w.html#incart_river_home",
-                    "state_house_district": 97.0,
-                    "state_senate_district": 33.0
-                }
-            },
-            {
-                "scenario_id": "106",
-                "features": {
-                    "incident_id": 635193,
-                    "date": "2016-08-20",
-                    "state": "Connecticut",
-                    "city_or_county": "Bridgeport",
-                    "address": "278 Priscilla",
-                    "n_killed": 0,
-                    "n_injured": 1,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/635193",
-                    "source_url": "http://www.ctpost.com/local/article/Bridgeport-man-shot-late-Saturday-night-9176103.php",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 4.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Shot - Wounded/Injured||House party",
-                    "latitude": 41.2116,
-                    "location_description": null,
-                    "longitude": -73.1713,
-                    "n_guns_involved": 1.0,
-                    "notes": "party, shot in buttocks, near midnight 8/20-8/21",
-                    "participant_age": null,
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Male",
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": "0::Injured",
-                    "participant_type": "0::Victim",
-                    "sources": "http://www.ctpost.com/local/article/Bridgeport-man-shot-late-Saturday-night-9176103.php",
-                    "state_house_district": 126.0,
-                    "state_senate_district": 23.0
-                }
-            },
-            {
-                "scenario_id": "107",
-                "features": {
-                    "incident_id": 448012,
-                    "date": "2015-10-26",
-                    "state": "California",
-                    "city_or_county": "San Francisco",
-                    "address": "Highway 101",
-                    "n_killed": 0,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/448012",
-                    "source_url": "http://blog.tsa.gov/search?updated-min=2015-10-01T00:00:00-04:00&updated-max=2015-11-01T00:00:00-04:00&max-results=5",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 12.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "TSA Action",
-                    "latitude": 37.7367,
-                    "location_description": "SFO",
-                    "longitude": -122.408,
-                    "n_guns_involved": null,
-                    "notes": null,
-                    "participant_age": null,
-                    "participant_age_group": null,
-                    "participant_gender": null,
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": null,
-                    "participant_type": null,
-                    "sources": "http://blog.tsa.gov/search?updated-min=2015-10-01T00:00:00-04:00&updated-max=2015-11-01T00:00:00-04:00&max-results=5",
-                    "state_house_district": 17.0,
-                    "state_senate_district": 11.0
-                }
-            },
-            {
-                "scenario_id": "108",
-                "features": {
-                    "incident_id": 848668,
-                    "date": "2017-05-14",
-                    "state": "Illinois",
-                    "city_or_county": "Peoria",
-                    "address": "600 NE Adams St",
-                    "n_killed": 0,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/848668",
-                    "source_url": "https://spotcrime.com/crime/93142292-ce3927b160d5678a41c781ef9344153f",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 17.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Shots Fired - No Injuries",
-                    "latitude": 40.6957,
-                    "location_description": null,
-                    "longitude": -89.5835,
-                    "n_guns_involved": 1.0,
-                    "notes": null,
-                    "participant_age": null,
-                    "participant_age_group": null,
-                    "participant_gender": null,
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": null,
-                    "participant_type": null,
-                    "sources": "https://spotcrime.com/crime/93142292-ce3927b160d5678a41c781ef9344153f",
-                    "state_house_district": 92.0,
-                    "state_senate_district": 46.0
-                }
-            },
-            {
-                "scenario_id": "109",
-                "features": {
-                    "incident_id": 914620,
-                    "date": "2017-07-29",
-                    "state": "District of Columbia",
-                    "city_or_county": "Washington",
-                    "address": "2400 block of Alabama Avenue, Southeast.",
-                    "n_killed": 0,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/914620",
-                    "source_url": "https://mpdc.dc.gov/release/mpd%E2%80%99s-weekly-firearm-recoveries-july-24th-july-31st",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 1.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::9mm",
-                    "incident_characteristics": "Non-Shooting Incident||ATF/LE Confiscation/Raid/Arrest||Brandishing/flourishing/open carry/lost/found",
-                    "latitude": 38.8517,
-                    "location_description": null,
-                    "longitude": -76.9719,
-                    "n_guns_involved": 1.0,
-                    "notes": null,
-                    "participant_age": null,
-                    "participant_age_group": null,
-                    "participant_gender": null,
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": null,
-                    "participant_type": null,
-                    "sources": "https://mpdc.dc.gov/release/mpd%E2%80%99s-weekly-firearm-recoveries-july-24th-july-31st",
-                    "state_house_district": null,
-                    "state_senate_district": null
-                }
-            },
-            {
-                "scenario_id": "110",
-                "features": {
-                    "incident_id": 143419,
-                    "date": "2014-05-29",
-                    "state": "Georgia",
-                    "city_or_county": "Warner Robins",
-                    "address": "Utah Avenue",
-                    "n_killed": 1,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/143419",
-                    "source_url": "http://www.macon.com/2014/08/27/3271763_houston-grand-jury-indicts-macon.html",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 8.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Shot - Dead (murder, accidental, suicide)",
-                    "latitude": 32.6336,
-                    "location_description": null,
-                    "longitude": -83.6251,
-                    "n_guns_involved": null,
-                    "notes": "man shot multiple times outside home and later died",
-                    "participant_age": "0::34||1::27||2::8||3::22",
-                    "participant_age_group": "0::Adult 18+||1::Adult 18+||2::Child 0-11||3::Adult 18+",
-                    "participant_gender": "0::Male||1::Female||2::Female||3::Male",
-                    "participant_name": "0::Marcus Hopkins||1::Raveen Dinkins||3::Jade Danielly",
-                    "participant_relationship": null,
-                    "participant_status": "0::Killed||1::Unharmed||2::Unharmed||3::Unharmed",
-                    "participant_type": "0::Victim||1::Victim||2::Victim||3::Subject-Suspect",
-                    "sources": "http://www.macon.com/2014/05/30/3122957/macon-man-arrested-in-warner-robins.html||http://www.macon.com/2014/08/27/3271763_houston-grand-jury-indicts-macon.html",
-                    "state_house_district": 147.0,
-                    "state_senate_district": 20.0
-                }
-            },
-            {
-                "scenario_id": "111",
-                "features": {
-                    "incident_id": 962111,
-                    "date": "2017-10-17",
-                    "state": "Wisconsin",
-                    "city_or_county": "Milwaukee",
-                    "address": "2300 block of N. 6th Street",
-                    "n_killed": 0,
-                    "n_injured": 1,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/962111",
-                    "source_url": "http://www.milwaukeepolicenews.com/mpd-investigating-october-17-north-side-shooting/?ajax=1",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 4.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Shot - Wounded/Injured",
-                    "latitude": 43.0604,
-                    "location_description": null,
-                    "longitude": -87.9185,
-                    "n_guns_involved": 1.0,
-                    "notes": "10:10 a.m.",
-                    "participant_age": "0::45",
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Male",
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": "0::Injured",
-                    "participant_type": "0::Victim",
-                    "sources": "http://www.milwaukeepolicenews.com/mpd-investigating-october-17-north-side-shooting/?ajax=1",
-                    "state_house_district": 16.0,
-                    "state_senate_district": 6.0
-                }
-            },
-            {
-                "scenario_id": "112",
-                "features": {
-                    "incident_id": 347893,
-                    "date": "2015-05-24",
-                    "state": "Montana",
-                    "city_or_county": "Frazer",
-                    "address": null,
-                    "n_killed": 1,
-                    "n_injured": 1,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/347893",
-                    "source_url": "http://www.kxly.com/news/northwest/teen-hospitalized-in-good-condition-after-weekend-shooting/33223832",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 1.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Shot - Wounded/Injured||Shot - Dead (murder, accidental, suicide)||Attempted Murder/Suicide (one variable unsuccessful)||Domestic Violence",
-                    "latitude": 48.0614,
-                    "location_description": null,
-                    "longitude": -106.042,
-                    "n_guns_involved": null,
-                    "notes": "Shot and injured daughter, then fatally shot self.",
-                    "participant_age": "0::16",
-                    "participant_age_group": "0::Teen 12-17||1::Adult 18+",
-                    "participant_gender": "0::Female||1::Male",
-                    "participant_name": "0::Rebecca Rahn||1::Raymond Rahn",
-                    "participant_relationship": "1::Family",
-                    "participant_status": "0::Injured||1::Killed",
-                    "participant_type": "0::Victim||1::Subject-Suspect",
-                    "sources": "http://www.kxly.com/news/northwest/teen-hospitalized-in-good-condition-after-weekend-shooting/33223832",
-                    "state_house_district": null,
-                    "state_senate_district": null
-                }
-            },
-            {
-                "scenario_id": "113",
-                "features": {
-                    "incident_id": 353414,
-                    "date": "2015-06-07",
-                    "state": "Michigan",
-                    "city_or_county": "Saginaw",
-                    "address": "2400 block of Schaefer Street",
-                    "n_killed": 0,
-                    "n_injured": 1,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/353414",
-                    "source_url": "http://www.mlive.com/news/saginaw/index.ssf/2015/06/22-year-old_charged_in_robbery.html?utm_source=feedburner&utm_medium=feed&utm_campaign=Feed%3A+saginaw_news+%28Saginaw+News+-+MLive.com%29",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 5.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Shot - Wounded/Injured||Armed robbery with injury/death and/or evidence of DGU found||Possession (gun(s) found during commission of other crimes)",
-                    "latitude": 43.4391,
-                    "location_description": null,
-                    "longitude": -83.951,
-                    "n_guns_involved": 1.0,
-                    "notes": "Person forced to lie on ground in robbery, then shot, hand; shooter in custody, charged w/ 2 life offenses, other felonies.",
-                    "participant_age": "1::21",
-                    "participant_age_group": "0::Adult 18+||1::Adult 18+",
-                    "participant_gender": "0::Male||1::Male",
-                    "participant_name": "1::Antoine D. Morris",
-                    "participant_relationship": null,
-                    "participant_status": "0::Injured||1::Unharmed, Arrested",
-                    "participant_type": "0::Victim||1::Subject-Suspect",
-                    "sources": "http://www.abc12.com/home/headlines/Saginaw-County-Shooting-Investigation-306406691.html||http://www.mlive.com/news/saginaw/index.ssf/2015/06/report_saginaw_police_make_arr.html?utm_source=feedburner&utm_medium=feed&utm_campaign=Feed%3A+saginaw_news+%28Saginaw+News+-+MLive.com%29||http://www.mlive.com/news/saginaw/index.ssf/2015/06/22-year-old_charged_in_robbery.html?utm_source=feedburner&utm_medium=feed&utm_campaign=Feed%3A+saginaw_news+%28Saginaw+News+-+MLive.com%29",
-                    "state_house_district": 95.0,
-                    "state_senate_district": 32.0
-                }
-            },
-            {
-                "scenario_id": "114",
-                "features": {
-                    "incident_id": 917321,
-                    "date": "2017-08-20",
-                    "state": "Tennessee",
-                    "city_or_county": "Memphis",
-                    "address": "1000 block of National Street",
-                    "n_killed": 0,
-                    "n_injured": 1,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/917321",
-                    "source_url": "http://www.wmcactionnews5.com/story/36177195/man-critical-after-shooting-on-national-street",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 9.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Shot - Wounded/Injured",
-                    "latitude": 35.1594,
-                    "location_description": null,
-                    "longitude": -89.9475,
-                    "n_guns_involved": 1.0,
-                    "notes": null,
-                    "participant_age": null,
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Male",
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": "0::Injured",
-                    "participant_type": "0::Victim",
-                    "sources": "http://www.wmcactionnews5.com/story/36177195/man-critical-after-shooting-on-national-street",
-                    "state_house_district": 93.0,
-                    "state_senate_district": 30.0
-                }
-            },
-            {
-                "scenario_id": "115",
-                "features": {
-                    "incident_id": 279881,
-                    "date": "2015-01-16",
-                    "state": "Oklahoma",
-                    "city_or_county": "Oklahoma City",
-                    "address": "NW 63rd and Santa Fe",
-                    "n_killed": 1,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/279881",
-                    "source_url": "http://www.news9.com/story/27893349/okc-police-identify-alleged-robber-shot-killed-by-victim",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 5.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Shot - Dead (murder, accidental, suicide)||Defensive Use||Defensive Use - Crime occurs, victim shoots subject/suspect/perpetrator||Concealed Carry License - Victim",
-                    "latitude": 35.5369,
-                    "location_description": null,
-                    "longitude": -97.512,
-                    "n_guns_involved": null,
-                    "notes": null,
-                    "participant_age": "0::21||1::21",
-                    "participant_age_group": "0::Adult 18+||1::Adult 18+",
-                    "participant_gender": "0::Male||1::Male",
-                    "participant_name": "0::Braylen Brown||1::Quantrell Lawrence",
-                    "participant_relationship": null,
-                    "participant_status": "0::Unharmed||1::Killed",
-                    "participant_type": "0::Victim||1::Subject-Suspect",
-                    "sources": "http://www.koco.com/news/police-responding-to-attempted-robbery-turned-shooting/30768012||http://www.news9.com/story/27893349/okc-police-identify-alleged-robber-shot-killed-by-victim",
-                    "state_house_district": 97.0,
-                    "state_senate_district": 48.0
-                }
-            },
-            {
-                "scenario_id": "116",
-                "features": {
-                    "incident_id": 323384,
-                    "date": "2015-04-13",
-                    "state": "Wisconsin",
-                    "city_or_county": "Menomonee Falls",
-                    "address": "N78 W14531 Appleton Avenue",
-                    "n_killed": 0,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/323384",
-                    "source_url": "http://fox6now.com/2015/04/14/police-two-suspects-sought-in-attempted-carjacking-in-menomonee-falls/",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 5.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Non-Shooting Incident||Car-jacking||Brandishing/flourishing/open carry/lost/found",
-                    "latitude": 43.1591,
-                    "location_description": null,
-                    "longitude": -88.0928,
-                    "n_guns_involved": null,
-                    "notes": "JoAnn Fabric, North Pointe Shopping Center parking lot, attempted cj with long barreled gun, 4yo daughter in car, escaped by stepping on gas",
-                    "participant_age": "0::34",
-                    "participant_age_group": "0::Adult 18+||1::Adult 18+",
-                    "participant_gender": "0::Female||1::Male",
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": "0::Unharmed||1::Unharmed",
-                    "participant_type": "0::Victim||1::Subject-Suspect",
-                    "sources": "http://fox6now.com/2015/04/14/police-two-suspects-sought-in-attempted-carjacking-in-menomonee-falls/",
-                    "state_house_district": 22.0,
-                    "state_senate_district": 8.0
-                }
-            },
-            {
-                "scenario_id": "117",
-                "features": {
-                    "incident_id": 117534,
-                    "date": "2014-03-10",
-                    "state": "New York",
-                    "city_or_county": "Seneca Falls",
-                    "address": "13 Van Rensselaer St",
-                    "n_killed": 0,
-                    "n_injured": 1,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/117534",
-                    "source_url": "http://www.syracuse.com/news/index.ssf/2014/03/seneca_county_man_arrested_for_shooting_teen_girl_in_eye_with_bb_gun.html",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 23.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Shot - Wounded/Injured",
-                    "latitude": 42.9029,
-                    "location_description": null,
-                    "longitude": -76.8086,
-                    "n_guns_involved": null,
-                    "notes": null,
-                    "participant_age": "1:43",
-                    "participant_age_group": "0:Teen 12-17|1:Adult 18+",
-                    "participant_gender": "0:Female|1:Male",
-                    "participant_name": "1:John T. Rimmer",
-                    "participant_relationship": null,
-                    "participant_status": "0:Injured|1:Unharmed",
-                    "participant_type": "0:Victim|1:Subject-Suspect",
-                    "sources": "http://www.syracuse.com/news/index.ssf/2014/03/seneca_county_man_arrested_for_shooting_teen_girl_in_eye_with_bb_gun.html",
-                    "state_house_district": 131.0,
-                    "state_senate_district": 54.0
-                }
-            },
-            {
-                "scenario_id": "118",
-                "features": {
-                    "incident_id": 543872,
-                    "date": "2016-04-19",
-                    "state": "Massachusetts",
-                    "city_or_county": "Boston",
-                    "address": "33 Bethune Way",
-                    "n_killed": 0,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/543872",
-                    "source_url": "http://www.universalhub.com/crime/20160419/shots-fire-roxbury",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 7.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Shots Fired - No Injuries",
-                    "latitude": 42.3291,
-                    "location_description": null,
-                    "longitude": -71.0807,
-                    "n_guns_involved": null,
-                    "notes": "Roxbury",
-                    "participant_age": null,
-                    "participant_age_group": null,
-                    "participant_gender": null,
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": null,
-                    "participant_type": null,
-                    "sources": "http://www.universalhub.com/crime/20160419/shots-fire-roxbury",
-                    "state_house_district": null,
-                    "state_senate_district": null
-                }
-            },
-            {
-                "scenario_id": "119",
-                "features": {
-                    "incident_id": 272011,
-                    "date": "2015-01-01",
-                    "state": "Maryland",
-                    "city_or_county": "College Park",
-                    "address": "9600 block of Milestone Way",
-                    "n_killed": 1,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/272011",
-                    "source_url": "http://www.nbcwashington.com/news/local/Man-Shot-to-Death-in-Beltsville-Just-Hours-After-New-Year-Begins-287279251.html",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 5.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Shot - Dead (murder, accidental, suicide)",
-                    "latitude": 39.0222,
-                    "location_description": null,
-                    "longitude": -76.9263,
-                    "n_guns_involved": null,
-                    "notes": "Found in parking garage",
-                    "participant_age": null,
-                    "participant_age_group": null,
-                    "participant_gender": "0::Male",
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": "0::Killed",
-                    "participant_type": "0::Victim",
-                    "sources": "http://www.nbcwashington.com/news/local/Man-Shot-to-Death-in-Beltsville-Just-Hours-After-New-Year-Begins-287279251.html",
-                    "state_house_district": 21.0,
-                    "state_senate_district": 21.0
-                }
-            },
-            {
-                "scenario_id": "120",
-                "features": {
-                    "incident_id": 644169,
-                    "date": "2016-08-30",
-                    "state": "Illinois",
-                    "city_or_county": "Peoria",
-                    "address": "1907 N. Dechman Ave",
-                    "n_killed": 0,
-                    "n_injured": 1,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/644169",
-                    "source_url": "http://www.pjstar.com/news/20160831/overnight-gunfire-across-peoria-sends-several-to-hospital",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 17.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Shot - Wounded/Injured",
-                    "latitude": 40.7105,
-                    "location_description": "East Bluff",
-                    "longitude": -89.5929,
-                    "n_guns_involved": 1.0,
-                    "notes": "Man shot, head, shoulder; Shotspotter alert;",
-                    "participant_age": "0::22",
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Male",
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": "0::Injured",
-                    "participant_type": "0::Victim",
-                    "sources": "http://www.pjstar.com/news/20160831/overnight-gunfire-across-peoria-sends-several-to-hospital",
-                    "state_house_district": 92.0,
-                    "state_senate_district": 46.0
-                }
-            },
-            {
-                "scenario_id": "121",
-                "features": {
-                    "incident_id": 1008575,
-                    "date": "2017-12-16",
-                    "state": "Louisiana",
-                    "city_or_county": "Prairieville",
-                    "address": "Mission St",
-                    "n_killed": 1,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/1008575",
-                    "source_url": "http://www.wafb.com/story/37082187/detectives-investigating-pajama-party-turned-deadly",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 6.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Shot - Dead (murder, accidental, suicide)",
-                    "latitude": 30.2676,
-                    "location_description": null,
-                    "longitude": -90.9891,
-                    "n_guns_involved": 1.0,
-                    "notes": "pajama party",
-                    "participant_age": "0::30",
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Male",
-                    "participant_name": "0::Acklin Jackson",
-                    "participant_relationship": null,
-                    "participant_status": "0::Killed",
-                    "participant_type": "0::Victim",
-                    "sources": "http://www.wafb.com/story/37082187/detectives-investigating-pajama-party-turned-deadly",
-                    "state_house_district": 59.0,
-                    "state_senate_district": 18.0
-                }
-            },
-            {
-                "scenario_id": "122",
-                "features": {
-                    "incident_id": 222057,
-                    "date": "2014-11-16",
-                    "state": "Michigan",
-                    "city_or_county": "Ann Arbor",
-                    "address": "200 block of South State Street",
-                    "n_killed": 0,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/222057",
-                    "source_url": "http://www.mlive.com/news/ann-arbor/index.ssf/2014/11/man_arrested_in_ann_arbor_sund.html",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 12.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Possession (gun(s) found during commission of other crimes)",
-                    "latitude": 42.2802,
-                    "location_description": null,
-                    "longitude": -83.7409,
-                    "n_guns_involved": null,
-                    "notes": "Intoxicated man illegally in possession on gun.",
-                    "participant_age": "0::23",
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Male",
-                    "participant_name": "0::Nickolas Simmons",
-                    "participant_relationship": null,
-                    "participant_status": "0::Unharmed",
-                    "participant_type": "0::Subject-Suspect",
-                    "sources": "http://www.mlive.com/news/ann-arbor/index.ssf/2014/11/man_arrested_in_ann_arbor_sund.html",
-                    "state_house_district": 53.0,
-                    "state_senate_district": 18.0
-                }
-            },
-            {
-                "scenario_id": "123",
-                "features": {
-                    "incident_id": 1059639,
-                    "date": "2018-02-26",
-                    "state": "Massachusetts",
-                    "city_or_county": "New Bedford",
-                    "address": "County St and Kempton St",
-                    "n_killed": 0,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/1059639",
-                    "source_url": "https://www.newbedfordguide.com/new-bedford-police-take-handgun-off-street-make-arrest/2018/02/27",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": null,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::9mm",
-                    "incident_characteristics": "Non-Shooting Incident||ATF/LE Confiscation/Raid/Arrest||Possession (gun(s) found during commission of other crimes)",
-                    "latitude": null,
-                    "location_description": null,
-                    "longitude": null,
-                    "n_guns_involved": 1.0,
-                    "notes": "S&W 9mm",
-                    "participant_age": "0::18",
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Male",
-                    "participant_name": "0::Zahkuan Sweeting Bailey",
-                    "participant_relationship": null,
-                    "participant_status": "0::Unharmed, Arrested",
-                    "participant_type": "0::Subject-Suspect",
-                    "sources": "https://www.newbedfordguide.com/new-bedford-police-take-handgun-off-street-make-arrest/2018/02/27",
-                    "state_house_district": null,
-                    "state_senate_district": null
-                }
-            },
-            {
-                "scenario_id": "124",
-                "features": {
-                    "incident_id": 102592,
-                    "date": "2014-01-31",
-                    "state": "Oregon",
-                    "city_or_county": "Mcminnville",
-                    "address": " Northwest 18th Street and Michelbook Lane",
-                    "n_killed": 0,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/102592",
-                    "source_url": "http://www.oregonlive.com/pacific-northwest-news/index.ssf/2014/01/jogger_fights_back_probably_in.html",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 1.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Armed robbery with injury/death and/or evidence of DGU found",
-                    "latitude": 45.2205,
-                    "location_description": null,
-                    "longitude": -123.207,
-                    "n_guns_involved": null,
-                    "notes": null,
-                    "participant_age": "0::18",
-                    "participant_age_group": "0::Adult 18+||1::Adult 18+||2::Adult 18+||3::Adult 18+",
-                    "participant_gender": "0::Male||1::Male||2::Male||3::Male",
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": "0::Unharmed||1::Unharmed||2::Unharmed||3::Unharmed",
-                    "participant_type": "0::Victim||1::Subject-Suspect||2::Subject-Suspect||3::Subject-Suspect",
-                    "sources": "http://www.oregonlive.com/pacific-northwest-news/index.ssf/2014/01/jogger_fights_back_probably_in.html",
-                    "state_house_district": 24.0,
-                    "state_senate_district": 12.0
-                }
-            },
-            {
-                "scenario_id": "125",
-                "features": {
-                    "incident_id": 571775,
-                    "date": "2016-06-03",
-                    "state": "Georgia",
-                    "city_or_county": "Savannah",
-                    "address": "2200 block of Bonaventure Road",
-                    "n_killed": 0,
-                    "n_injured": 1,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/571775",
-                    "source_url": "http://savannahnow.com/crime-courts-news/2016-06-03/update-police-seek-suspects-savannah-home-invasion",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 1.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Shot - Wounded/Injured||Home Invasion||Home Invasion - Resident injured",
-                    "latitude": 32.0474,
-                    "location_description": null,
-                    "longitude": -81.0592,
-                    "n_guns_involved": null,
-                    "notes": "HI",
-                    "participant_age": null,
-                    "participant_age_group": null,
-                    "participant_gender": "0::Male",
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": "0::Injured",
-                    "participant_type": "0::Victim",
-                    "sources": "http://savannahnow.com/crime-courts-news/2016-06-03/update-police-seek-suspects-savannah-home-invasion",
-                    "state_house_district": 165.0,
-                    "state_senate_district": 2.0
-                }
-            },
-            {
-                "scenario_id": "126",
-                "features": {
-                    "incident_id": 935754,
-                    "date": "2017-09-15",
-                    "state": "Missouri",
-                    "city_or_county": "Saint Louis",
-                    "address": null,
-                    "n_killed": 0,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/935754",
-                    "source_url": "https://twitter.com/SLMPD/status/908937558779924480",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 1.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Handgun",
-                    "incident_characteristics": "Non-Shooting Incident||ATF/LE Confiscation/Raid/Arrest||Possession (gun(s) found during commission of other crimes)",
-                    "latitude": 38.6303,
-                    "location_description": "\"Central West End\"",
-                    "longitude": -90.1936,
-                    "n_guns_involved": 1.0,
-                    "notes": "Firearm recovered during Stockley verdict protests in Central West End.",
-                    "participant_age": null,
-                    "participant_age_group": null,
-                    "participant_gender": null,
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": null,
-                    "participant_type": null,
-                    "sources": "https://twitter.com/SLMPD/status/908937558779924480",
-                    "state_house_district": 78.0,
-                    "state_senate_district": 5.0
-                }
-            },
-            {
-                "scenario_id": "127",
-                "features": {
-                    "incident_id": 563601,
-                    "date": "2016-05-18",
-                    "state": "Mississippi",
-                    "city_or_county": "Jackson",
-                    "address": "Beasley Road",
-                    "n_killed": 0,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/563601",
-                    "source_url": "http://wjtv.com/2016/05/19/woman-speaks-out-about-robbing-and-kidnapping/",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 2.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Non-Shooting Incident||Sex crime involving firearm||Kidnapping/abductions/hostage||Brandishing/flourishing/open carry/lost/found",
-                    "latitude": 32.385,
-                    "location_description": null,
-                    "longitude": -90.1876,
-                    "n_guns_involved": null,
-                    "notes": null,
-                    "participant_age": null,
-                    "participant_age_group": null,
-                    "participant_gender": "0::Female||1::Male||2::Male",
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": "0::Unharmed||1::Unharmed||2::Unharmed",
-                    "participant_type": "0::Victim||1::Subject-Suspect||2::Subject-Suspect",
-                    "sources": "http://wjtv.com/2016/05/19/woman-speaks-out-about-robbing-and-kidnapping/",
-                    "state_house_district": 72.0,
-                    "state_senate_district": 26.0
-                }
-            },
-            {
-                "scenario_id": "128",
-                "features": {
-                    "incident_id": 411470,
-                    "date": "2015-09-08",
-                    "state": "Washington",
-                    "city_or_county": "Seattle",
-                    "address": "400 block of 26 Ave.",
-                    "n_killed": 0,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/411470",
-                    "source_url": "http://spdblotter.seattle.gov/2015/09/09/central-district-arrest-leads-to-narcotics-and-stolen-gun/",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 9.0,
-                    "gun_stolen": "0::Stolen",
-                    "gun_type": "0::40 SW",
-                    "incident_characteristics": "Non-Shooting Incident||Drug involvement||ATF/LE Confiscation/Raid/Arrest||Possession (gun(s) found during commission of other crimes)||Possession of gun by felon or prohibited person||Stolen/Illegally owned gun{s} recovered during arrest/warrant",
-                    "latitude": 47.6061,
-                    "location_description": null,
-                    "longitude": -122.299,
-                    "n_guns_involved": 1.0,
-                    "notes": ".40 cal handgun, stolen from a Tacoma home a few days previous.",
-                    "participant_age": "0::24",
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Male",
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": "0::Unharmed, Arrested",
-                    "participant_type": "0::Subject-Suspect",
-                    "sources": "http://spdblotter.seattle.gov/2015/09/09/central-district-arrest-leads-to-narcotics-and-stolen-gun/",
-                    "state_house_district": 37.0,
-                    "state_senate_district": 37.0
-                }
-            },
-            {
-                "scenario_id": "129",
-                "features": {
-                    "incident_id": 913505,
-                    "date": "2017-08-14",
-                    "state": "Kansas",
-                    "city_or_county": "Topeka",
-                    "address": "2300 block of SE California Ave",
-                    "n_killed": 0,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/913505",
-                    "source_url": "http://www.wibw.com/content/news/Chase-suspect-apprehended-in-Oakland-Neighborhood--440437623.html",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 2.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Non-Shooting Incident||ATF/LE Confiscation/Raid/Arrest||Possession (gun(s) found during commission of other crimes)",
-                    "latitude": 39.0256,
-                    "location_description": null,
-                    "longitude": -95.6513,
-                    "n_guns_involved": 1.0,
-                    "notes": "Gun recovered following pursuit.",
-                    "participant_age": "0::37",
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Male",
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": "0::Unharmed, Arrested",
-                    "participant_type": "0::Subject-Suspect",
-                    "sources": "http://www.wibw.com/content/news/Chase-suspect-apprehended-in-Oakland-Neighborhood--440437623.html",
-                    "state_house_district": 58.0,
-                    "state_senate_district": 19.0
-                }
-            },
-            {
-                "scenario_id": "130",
-                "features": {
-                    "incident_id": 544316,
-                    "date": "2016-03-09",
-                    "state": "Louisiana",
-                    "city_or_county": "Metairie",
-                    "address": "1000 block of Aurora Avenue",
-                    "n_killed": 0,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/544316",
-                    "source_url": "http://www.nola.com/crime/index.ssf/2016/04/suspect_in_metairie_mandeville.html#incart_river_index",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 1.0,
-                    "gun_stolen": "0::Stolen||1::Stolen||2::Stolen||3::Stolen||4::Stolen||5::Stolen||6::Stolen||7::Stolen||8::Stolen||9::Stolen||10::Stolen||11::Stolen||12::Stolen||13::Stolen",
-                    "gun_type": "0::223 Rem [AR-15]||1::Shotgun||2::Shotgun||3::Shotgun||4::Rifle||5::Rifle||6::Rifle||7::Rifle||8::Rifle||9::Rifle||10::Handgun||11::Handgun||12::Handgun||13::Handgun",
-                    "incident_characteristics": "Non-Shooting Incident||Possession of gun by felon or prohibited person||Gun(s) stolen from owner",
-                    "latitude": 30.0067,
-                    "location_description": null,
-                    "longitude": -90.14,
-                    "n_guns_involved": 14.0,
-                    "notes": "14 guns stolen from police officer's house, including an AR-15 assault rifle, 6 other rifles & 3 shotguns. Three guns have been recovered as well as others.",
-                    "participant_age": "0::30||1::30",
-                    "participant_age_group": "0::Adult 18+||1::Adult 18+",
-                    "participant_gender": "0::Male||1::Male",
-                    "participant_name": "0::Brian Ernst||1::Raymond Kimble III",
-                    "participant_relationship": null,
-                    "participant_status": "0::Unharmed, Arrested||1::Unharmed, Arrested",
-                    "participant_type": "0::Subject-Suspect||1::Subject-Suspect",
-                    "sources": "http://www.nola.com/crime/index.ssf/2016/04/14_guns_electronics_stolen_in.html#incart_river_index||http://www.nola.com/crime/index.ssf/2016/04/suspect_in_metairie_mandeville.html#incart_river_index",
-                    "state_house_district": 80.0,
-                    "state_senate_district": 9.0
-                }
-            },
-            {
-                "scenario_id": "131",
-                "features": {
-                    "incident_id": 699226,
-                    "date": "2016-11-11",
-                    "state": "Georgia",
-                    "city_or_county": "Dekalb (county)",
-                    "address": "County Road 9055",
-                    "n_killed": 0,
-                    "n_injured": 2,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/699226",
-                    "source_url": "http://www.northwestgeorgianews.com/cherokee_county/two-shot-and-two-stabbed-in-dekalb-county/article_588b8090-a915-11e6-881c-bbf52c818c67.html",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 4.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Shot - Wounded/Injured||Drive-by (car to street, car to car)",
-                    "latitude": 33.7956,
-                    "location_description": null,
-                    "longitude": -84.2279,
-                    "n_guns_involved": 1.0,
-                    "notes": null,
-                    "participant_age": null,
-                    "participant_age_group": "0::Adult 18+||1::Teen 12-17",
-                    "participant_gender": "0::Male",
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": "0::Injured||1::Injured",
-                    "participant_type": "0::Victim||1::Victim",
-                    "sources": "http://www.northwestgeorgianews.com/cherokee_county/two-shot-and-two-stabbed-in-dekalb-county/article_588b8090-a915-11e6-881c-bbf52c818c67.html",
-                    "state_house_district": 86.0,
-                    "state_senate_district": 41.0
-                }
-            },
-            {
-                "scenario_id": "132",
-                "features": {
-                    "incident_id": 872756,
-                    "date": "2017-06-16",
-                    "state": "Virginia",
-                    "city_or_county": "Fredericksburg",
-                    "address": "Altoona Dr",
-                    "n_killed": 0,
-                    "n_injured": 1,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/872756",
-                    "source_url": "http://www.fredericksburg.com/news/crime_courts/fredericksburg-police-investigating-teen-s-accidental-shooting/article_5183701f-d369-5bbb-a412-3c23392e22ca.html",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 1.0,
-                    "gun_stolen": "0::Unknown||1::Unknown",
-                    "gun_type": "0::Handgun||1::Handgun",
-                    "incident_characteristics": "Shot - Wounded/Injured||Non-Aggression Incident||Accidental Shooting||Accidental Shooting - Injury||Accidental/Negligent Discharge||Playing with gun",
-                    "latitude": 38.2932,
-                    "location_description": null,
-                    "longitude": -77.4979,
-                    "n_guns_involved": 2.0,
-                    "notes": "AD shot cousin in neck with revolver, 2 handguns recover from home",
-                    "participant_age": "0::13||1::16",
-                    "participant_age_group": "0::Teen 12-17||1::Teen 12-17",
-                    "participant_gender": "0::Male||1::Male",
-                    "participant_name": null,
-                    "participant_relationship": "1::Family",
-                    "participant_status": "0::Injured||1::Unharmed",
-                    "participant_type": "0::Victim||1::Subject-Suspect",
-                    "sources": "http://www.fredericksburg.com/news/crime_courts/fredericksburg-police-investigating-teen-s-accidental-shooting/article_5183701f-d369-5bbb-a412-3c23392e22ca.html",
-                    "state_house_district": 88.0,
-                    "state_senate_district": 17.0
-                }
-            },
-            {
-                "scenario_id": "133",
-                "features": {
-                    "incident_id": 1011299,
-                    "date": "2017-12-20",
-                    "state": "Florida",
-                    "city_or_county": "Jacksonville",
-                    "address": "1591 Lane Ave S",
-                    "n_killed": 1,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/1011299",
-                    "source_url": "https://www.news4jax.com/news/local/jacksonville/jacksonville-shot-dead-at-westside-apartment-complex",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 5.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Shot - Dead (murder, accidental, suicide)",
-                    "latitude": 30.2918,
-                    "location_description": "Camelot Gardens Apartments",
-                    "longitude": -81.7522,
-                    "n_guns_involved": 1.0,
-                    "notes": null,
-                    "participant_age": "0::28",
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Male",
-                    "participant_name": "0::DeAngelo Dominique Tillie",
-                    "participant_relationship": null,
-                    "participant_status": "0::Killed",
-                    "participant_type": "0::Victim",
-                    "sources": "https://www.news4jax.com/news/local/jacksonville/jacksonville-police-investigate-death-in-hyde-park||https://www.news4jax.com/news/local/jacksonville/jacksonville-shot-dead-at-westside-apartment-complex",
-                    "state_house_district": 14.0,
-                    "state_senate_district": 6.0
-                }
-            },
-            {
-                "scenario_id": "134",
-                "features": {
-                    "incident_id": 347004,
-                    "date": "2015-05-25",
-                    "state": "South Carolina",
-                    "city_or_county": "Rock Hill",
-                    "address": "Crawford Road",
-                    "n_killed": 0,
-                    "n_injured": 1,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/347004",
-                    "source_url": "http://www.heraldonline.com/news/local/crime/article22360197.html",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 5.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Shot - Wounded/Injured||Accidental Shooting||Accidental Shooting - Injury||Accidental/Negligent Discharge||Playing with gun",
-                    "latitude": 34.9115,
-                    "location_description": null,
-                    "longitude": -81.049,
-                    "n_guns_involved": null,
-                    "notes": "party, large group of people playing with gun, dropped accidentally shot vic in foot",
-                    "participant_age": "0::17",
-                    "participant_age_group": "0::Teen 12-17",
-                    "participant_gender": "0::Male",
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": "0::Injured",
-                    "participant_type": "0::Victim",
-                    "sources": "http://www.heraldonline.com/news/local/crime/article22360197.html",
-                    "state_house_district": 49.0,
-                    "state_senate_district": 17.0
-                }
-            },
-            {
-                "scenario_id": "135",
-                "features": {
-                    "incident_id": 915104,
-                    "date": "2017-08-17",
-                    "state": "Arizona",
-                    "city_or_county": "Phoenix",
-                    "address": "2601 E Roosevelt St",
-                    "n_killed": 1,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/915104",
-                    "source_url": "http://www.azcentral.com/story/news/local/phoenix/2017/08/18/man-shot-dead-police-after-wielding-knives-hospital-idd/580661001/",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 7.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Shot - Dead (murder, accidental, suicide)||Institution/Group/Business||Officer Involved Incident||Officer Involved Shooting - subject/suspect/perpetrator killed||Officer Involved Shooting - subject/suspect/perpetrator unarmed",
-                    "latitude": 33.4576,
-                    "location_description": "Maricopa Medical Center",
-                    "longitude": -112.026,
-                    "n_guns_involved": 1.0,
-                    "notes": "subject waving knife",
-                    "participant_age": "0::28",
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Male",
-                    "participant_name": "0::Edgar Ramirez Carreto",
-                    "participant_relationship": null,
-                    "participant_status": "0::Killed",
-                    "participant_type": "0::Subject-Suspect",
-                    "sources": "http://www.azcentral.com/story/news/local/phoenix-breaking/2017/08/17/phoenix-police-shooting-injure-suspect/576002001/||http://www.azcentral.com/story/news/local/phoenix/2017/08/18/man-shot-dead-police-after-wielding-knives-hospital-idd/580661001/",
-                    "state_house_district": 27.0,
-                    "state_senate_district": 27.0
-                }
-            },
-            {
-                "scenario_id": "136",
-                "features": {
-                    "incident_id": 122091,
-                    "date": "2014-04-02",
-                    "state": "Louisiana",
-                    "city_or_county": "Houma",
-                    "address": "3600 block of Thomas Drive ",
-                    "n_killed": 0,
-                    "n_injured": 1,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/122091",
-                    "source_url": "http://www.wwltv.com/news/lafourche-terrebonne/One-arrested-one-sought-in-home-invasion-that-left-man-critical-253945841.html",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 1.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Shot - Wounded/Injured||Home Invasion||Home Invasion - Resident injured||Armed robbery with injury/death and/or evidence of DGU found",
-                    "latitude": 29.5951,
-                    "location_description": null,
-                    "longitude": -90.6706,
-                    "n_guns_involved": null,
-                    "notes": null,
-                    "participant_age": "2::22||3::30",
-                    "participant_age_group": "0::Adult 18+||1::Adult 18+||2::Adult 18+||3::Adult 18+",
-                    "participant_gender": "0::Male||1::Female||2::Male||3::Male",
-                    "participant_name": "2::Joseph Hayes||3::John Ross Harold",
-                    "participant_relationship": null,
-                    "participant_status": "0::Injured||1::Unharmed||2::Unharmed||3::Unharmed",
-                    "participant_type": "0::Victim||1::Victim||2::Subject-Suspect||3::Subject-Suspect",
-                    "sources": "http://www.wwltv.com/news/lafourche-terrebonne/One-arrested-one-sought-in-home-invasion-that-left-man-critical-253945841.html",
-                    "state_house_district": 53.0,
-                    "state_senate_district": 20.0
-                }
-            },
-            {
-                "scenario_id": "137",
-                "features": {
-                    "incident_id": 385348,
-                    "date": "2015-07-30",
-                    "state": "New York",
-                    "city_or_county": "Brooklyn",
-                    "address": "Cornelia Street and Bushwick Avenue",
-                    "n_killed": 0,
-                    "n_injured": 3,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/385348",
-                    "source_url": "http://www.nydailynews.com/new-york/brooklyn-triple-shooting-gang-related-cops-article-1.2310595",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 8.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Shot - Wounded/Injured||Gang involvement",
-                    "latitude": 40.6888,
-                    "location_description": null,
-                    "longitude": -73.9169,
-                    "n_guns_involved": null,
-                    "notes": "Bushwick, playing Skelly, cards, 4 perps total, 1 shooter, poss related to Patchen Ave shooting",
-                    "participant_age": "0::16||1::18||2::23",
-                    "participant_age_group": "0::Teen 12-17||1::Adult 18+||2::Adult 18+||3::Adult 18+",
-                    "participant_gender": "0::Male||1::Male||2::Male||3::Male",
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": "0::Injured||1::Injured||2::Injured||3::Unharmed",
-                    "participant_type": "0::Victim||1::Victim||2::Victim||3::Subject-Suspect",
-                    "sources": "http://www.dnainfo.com/new-york/20150731/bushwick/3-men-shot-while-playing-street-game-bushwick-police-say||http://www.nydailynews.com/new-york/brooklyn-triple-shooting-gang-related-cops-article-1.2310595",
-                    "state_house_district": 54.0,
-                    "state_senate_district": 18.0
-                }
-            },
-            {
-                "scenario_id": "138",
-                "features": {
-                    "incident_id": 270706,
-                    "date": "2014-12-28",
-                    "state": "Pennsylvania",
-                    "city_or_county": "New Castle",
-                    "address": null,
-                    "n_killed": 1,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/270706",
-                    "source_url": "http://www.nbcphiladelphia.com/news/local/Police-Questioning-Several-After-Young-Man-Found-Shot-in-Home-287009081.html",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 3.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Shot - Dead (murder, accidental, suicide)",
-                    "latitude": 41.0503,
-                    "location_description": "Neshannock Township",
-                    "longitude": -80.3626,
-                    "n_guns_involved": 1.0,
-                    "notes": "41.050313, -80.362614",
-                    "participant_age": "0::20",
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Male",
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": "0::Killed",
-                    "participant_type": "0::Victim",
-                    "sources": "http://www.nbcphiladelphia.com/news/local/Police-Questioning-Several-After-Young-Man-Found-Shot-in-Home-287009081.html",
-                    "state_house_district": null,
-                    "state_senate_district": null
-                }
-            },
-            {
-                "scenario_id": "139",
-                "features": {
-                    "incident_id": 854201,
-                    "date": "2016-09-01",
-                    "state": "Oklahoma",
-                    "city_or_county": "Creek (county)",
-                    "address": null,
-                    "n_killed": 0,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/854201",
-                    "source_url": "http://www.tulsaworld.com/homepagelatest/suspect-in-shooting-father-allegedly-place-pipe-bomb-in-shooting/article_0abaff65-b54c-5c30-885e-a2733e301576.html",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 3.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Handgun",
-                    "incident_characteristics": "Shots Fired - No Injuries",
-                    "latitude": 35.9981,
-                    "location_description": null,
-                    "longitude": -96.1245,
-                    "n_guns_involved": 1.0,
-                    "notes": "Suspect fired shots at woman. Incident date unspecified.",
-                    "participant_age": "0::53",
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Male",
-                    "participant_name": "0::Berry Albert Nichols",
-                    "participant_relationship": null,
-                    "participant_status": "0::Unharmed, Arrested",
-                    "participant_type": "0::Subject-Suspect",
-                    "sources": "http://www.tulsaworld.com/homepagelatest/suspect-in-shooting-father-allegedly-place-pipe-bomb-in-shooting/article_0abaff65-b54c-5c30-885e-a2733e301576.html",
-                    "state_house_district": 30.0,
-                    "state_senate_district": 12.0
-                }
-            },
-            {
-                "scenario_id": "140",
-                "features": {
-                    "incident_id": 915455,
-                    "date": "2017-08-17",
-                    "state": "Oregon",
-                    "city_or_county": "Klamath Falls",
-                    "address": "Altamont Dr and Boardman Ave",
-                    "n_killed": 0,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/915455",
-                    "source_url": "http://www.heraldandnews.com/news/man-arrested-for-shooting-at-robbery-victim/article_049142be-7d57-57eb-b0f0-305e515178b1.html",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 2.0,
-                    "gun_stolen": "0::Stolen||1::Stolen",
-                    "gun_type": "0::Handgun||1::Unknown",
-                    "incident_characteristics": "Shots Fired - No Injuries||Possession of gun by felon or prohibited person||Gun(s) stolen from owner",
-                    "latitude": 42.2029,
-                    "location_description": null,
-                    "longitude": -121.747,
-                    "n_guns_involved": 2.0,
-                    "notes": "robbed then opened fire on another man",
-                    "participant_age": "0::20",
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Male",
-                    "participant_name": "0::Saige Light Foot Decker",
-                    "participant_relationship": "0::Armed Robbery",
-                    "participant_status": "0::Unharmed, Arrested",
-                    "participant_type": "0::Subject-Suspect",
-                    "sources": "http://www.heraldandnews.com/news/man-arrested-for-shooting-at-robbery-victim/article_049142be-7d57-57eb-b0f0-305e515178b1.html",
-                    "state_house_district": 56.0,
-                    "state_senate_district": 28.0
-                }
-            },
-            {
-                "scenario_id": "141",
-                "features": {
-                    "incident_id": 211160,
-                    "date": "2014-10-22",
-                    "state": "District of Columbia",
-                    "city_or_county": "Washington",
-                    "address": "2300 block of Benning Road NE",
-                    "n_killed": 0,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/211160",
-                    "source_url": "https://twitter.com/DCPoliceDept/status/524996805541777408",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 1.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Armed robbery with injury/death and/or evidence of DGU found",
-                    "latitude": 38.8981,
-                    "location_description": null,
-                    "longitude": -76.9715,
-                    "n_guns_involved": null,
-                    "notes": null,
-                    "participant_age": null,
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Male",
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": "0::Unharmed",
-                    "participant_type": "0::Subject-Suspect",
-                    "sources": "https://twitter.com/DCPoliceDept/status/524996805541777408",
-                    "state_house_district": null,
-                    "state_senate_district": null
-                }
-            },
-            {
-                "scenario_id": "142",
-                "features": {
-                    "incident_id": 410676,
-                    "date": "2015-05-24",
-                    "state": "Missouri",
-                    "city_or_county": "Jackson",
-                    "address": null,
-                    "n_killed": 0,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/410676",
-                    "source_url": "http://www.semissourian.com/story/2227558.html",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 8.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Handgun",
-                    "incident_characteristics": "Shots Fired - No Injuries||Domestic Violence",
-                    "latitude": 37.4162,
-                    "location_description": null,
-                    "longitude": -89.6935,
-                    "n_guns_involved": 1.0,
-                    "notes": null,
-                    "participant_age": "1::45",
-                    "participant_age_group": "1::Adult 18+",
-                    "participant_gender": "0::Female||1::Male",
-                    "participant_name": "1::Daren Collier",
-                    "participant_relationship": "1::Significant others - current or former",
-                    "participant_status": "0::Unharmed||1::Unharmed",
-                    "participant_type": "0::Victim||1::Subject-Suspect",
-                    "sources": "http://www.semissourian.com/story/2227558.html",
-                    "state_house_district": 146.0,
-                    "state_senate_district": 27.0
-                }
-            },
-            {
-                "scenario_id": "143",
-                "features": {
-                    "incident_id": 119295,
-                    "date": "2014-03-27",
-                    "state": "Oklahoma",
-                    "city_or_county": "Sayre",
-                    "address": null,
-                    "n_killed": 1,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/119295",
-                    "source_url": "http://www.koco.com/news/1-dead-in-beckham-county-officerinvolved-shooting/25199176",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 3.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Shot - Dead (murder, accidental, suicide)|Officer Involved Incident|Officer Involved Shooting - subject/suspect/perpetrator killed",
-                    "latitude": 35.3002,
-                    "location_description": null,
-                    "longitude": -99.6423,
-                    "n_guns_involved": null,
-                    "notes": "axed officers",
-                    "participant_age": "0:43",
-                    "participant_age_group": "0:Adult 18+",
-                    "participant_gender": "0:Male",
-                    "participant_name": "0:Larry Dale Plaster",
-                    "participant_relationship": null,
-                    "participant_status": "0:Killed",
-                    "participant_type": "0:Victim",
-                    "sources": "http://www.koco.com/news/1-dead-in-beckham-county-officerinvolved-shooting/25199176",
-                    "state_house_district": 55.0,
-                    "state_senate_district": 26.0
-                }
-            },
-            {
-                "scenario_id": "144",
-                "features": {
-                    "incident_id": 140191,
-                    "date": "2014-05-21",
-                    "state": "Minnesota",
-                    "city_or_county": "Rochester",
-                    "address": "1300 Ninth Avenue Southeast",
-                    "n_killed": 0,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/140191",
-                    "source_url": "http://www.postbulletin.com/news/crime/police-seek-suspects-in-armed-encounter/article_2f060734-3693-58ad-a9bb-dcf89231c009.html",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 1.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Possession (gun(s) found during commission of other crimes)||Brandishing/flourishing/open carry/lost/found",
-                    "latitude": 44.0045,
-                    "location_description": null,
-                    "longitude": -92.4506,
-                    "n_guns_involved": null,
-                    "notes": "Brothers walking dogs threatened by 3 in SUV, one waving handgun around.",
-                    "participant_age": "0::20||1::16",
-                    "participant_age_group": "0::Adult 18+||1::Teen 12-17||2::Adult 18+||3::Adult 18+||4::Adult 18+",
-                    "participant_gender": "0::Male||1::Male||2::Male||3::Male||4::Male",
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": "0::Unharmed||1::Unharmed||2::Unharmed||3::Unharmed||4::Unharmed",
-                    "participant_type": "0::Victim||1::Victim||2::Subject-Suspect||3::Subject-Suspect||4::Subject-Suspect",
-                    "sources": "http://www.postbulletin.com/news/crime/police-seek-suspects-in-armed-encounter/article_2f060734-3693-58ad-a9bb-dcf89231c009.html",
-                    "state_house_district": null,
-                    "state_senate_district": 26.0
-                }
-            },
-            {
-                "scenario_id": "145",
-                "features": {
-                    "incident_id": 1067445,
-                    "date": "2018-03-11",
-                    "state": "Florida",
-                    "city_or_county": "Miami",
-                    "address": "NW 11th Ave and Third St",
-                    "n_killed": 1,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/1067445",
-                    "source_url": "https://www.local10.com/news/local/miami/luis-herrera-kindelan-identified-as-victim-killed-in-little-havana-shooting",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 27.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Shot - Dead (murder, accidental, suicide)",
-                    "latitude": 25.7765,
-                    "location_description": null,
-                    "longitude": -80.213,
-                    "n_guns_involved": 1.0,
-                    "notes": null,
-                    "participant_age": "0::34",
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Male",
-                    "participant_name": "0::Luis L. Herrera Kindelan",
-                    "participant_relationship": null,
-                    "participant_status": "0::Killed",
-                    "participant_type": "0::Victim",
-                    "sources": "https://wsvn.com/news/local/man-dies-after-being-shot-in-face-in-little-havana/||https://www.local10.com/news/local/miami/luis-herrera-kindelan-identified-as-victim-killed-in-little-havana-shooting",
-                    "state_house_district": 113.0,
-                    "state_senate_district": 37.0
-                }
-            },
-            {
-                "scenario_id": "146",
-                "features": {
-                    "incident_id": 792202,
-                    "date": "2017-03-05",
-                    "state": "Illinois",
-                    "city_or_county": "Peoria",
-                    "address": "2100 North North Street",
-                    "n_killed": 0,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/792202",
-                    "source_url": "https://spotcrime.com/crime/90236075-45276b6da95e1ec878b7c896b9ab9479",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 17.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Shots Fired - No Injuries",
-                    "latitude": 40.7128,
-                    "location_description": null,
-                    "longitude": -89.5986,
-                    "n_guns_involved": 1.0,
-                    "notes": "Shotspotter, 1 round;",
-                    "participant_age": null,
-                    "participant_age_group": null,
-                    "participant_gender": null,
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": null,
-                    "participant_type": null,
-                    "sources": "https://spotcrime.com/crime/90236075-45276b6da95e1ec878b7c896b9ab9479",
-                    "state_house_district": 92.0,
-                    "state_senate_district": 46.0
-                }
-            },
-            {
-                "scenario_id": "147",
-                "features": {
-                    "incident_id": 663880,
-                    "date": "2016-09-23",
-                    "state": "Oklahoma",
-                    "city_or_county": "Sulphur",
-                    "address": "2214 W. 14th Street",
-                    "n_killed": 0,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/663880",
-                    "source_url": "http://www.kxii.com/content/news/Sulphur-Police-arrest-man-who-displayed-gun-at-work-394641441.html",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 4.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Non-Shooting Incident||Possession of gun by felon or prohibited person||Brandishing/flourishing/open carry/lost/found",
-                    "latitude": 34.5222,
-                    "location_description": "Kerr Machine Corporation",
-                    "longitude": -96.985,
-                    "n_guns_involved": 1.0,
-                    "notes": "Suspect brought gun to workplace.",
-                    "participant_age": null,
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Male",
-                    "participant_name": "0::Charles Beaver",
-                    "participant_relationship": "0::Co-worker",
-                    "participant_status": "0::Unharmed, Arrested",
-                    "participant_type": "0::Subject-Suspect",
-                    "sources": "http://www.kxii.com/content/news/Sulphur-Police-arrest-man-who-displayed-gun-at-work-394641441.html",
-                    "state_house_district": 22.0,
-                    "state_senate_district": 14.0
-                }
-            },
-            {
-                "scenario_id": "148",
-                "features": {
-                    "incident_id": 988907,
-                    "date": "2017-11-11",
-                    "state": "Tennessee",
-                    "city_or_county": "Jackson",
-                    "address": "309 N Highland Ave",
-                    "n_killed": 0,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/988907",
-                    "source_url": "http://www.wbbjtv.com/2017/11/15/man-charged-firing-gunshot-downtown-jackson/",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 8.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::38 Spl",
-                    "incident_characteristics": "Shots Fired - No Injuries",
-                    "latitude": 35.6199,
-                    "location_description": "Abel’s Way",
-                    "longitude": -88.8194,
-                    "n_guns_involved": 1.0,
-                    "notes": "downtown, man shot at another man in parking lot, .38-caliber revolver",
-                    "participant_age": "0::48",
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Male",
-                    "participant_name": "0::Alfred Scott",
-                    "participant_relationship": null,
-                    "participant_status": "0::Unharmed, Arrested",
-                    "participant_type": "0::Subject-Suspect",
-                    "sources": "http://www.wbbjtv.com/2017/11/15/man-charged-firing-gunshot-downtown-jackson/",
-                    "state_house_district": 80.0,
-                    "state_senate_district": 27.0
-                }
-            },
-            {
-                "scenario_id": "150",
-                "features": {
-                    "incident_id": 158870,
-                    "date": "2014-07-15",
-                    "state": "Texas",
-                    "city_or_county": "El Paso",
-                    "address": "5900 Deer Avenue and Pheasant Street",
-                    "n_killed": 1,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/158870",
-                    "source_url": "http://www.elpasoproud.com/news/local/el-paso-news/judge-issues-acquittal-for-2014-murder-suspect",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": null,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Shot - Dead (murder, accidental, suicide)",
-                    "latitude": null,
-                    "location_description": null,
-                    "longitude": null,
-                    "n_guns_involved": 1.0,
-                    "notes": "1 killed.",
-                    "participant_age": "0::22",
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Male",
-                    "participant_name": "0::Dominique Kish",
-                    "participant_relationship": null,
-                    "participant_status": "0::Killed",
-                    "participant_type": "0::Victim",
-                    "sources": "http://www.ktsm.com/news/el-paso-police-investigate-deadly-overnight-shooting||http://www.ktsm.com/news/crimebeat/police-identify-22-year-old-murder-victim||http://www.kfoxtv.com/news/features/top-stories/stories/man-arrested-connection-northeast-el-paso-deadly-shooting-6507.shtml#.VB||http://www.elpasoproud.com/news/local/el-paso-news/judge-issues-acquittal-for-2014-murder-suspect",
-                    "state_house_district": null,
-                    "state_senate_district": null
-                }
-            },
-            {
-                "scenario_id": "151",
-                "features": {
-                    "incident_id": 421281,
-                    "date": "2015-09-27",
-                    "state": "Ohio",
-                    "city_or_county": "Akron",
-                    "address": "Cutler Parkway",
-                    "n_killed": 0,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/421281",
-                    "source_url": "http://www.cleveland.com/akron/index.ssf/2015/09/armed_robbers_handcuff_akron_m.html",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 13.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Non-Shooting Incident||Home Invasion||Home Invasion - No death or injury||Possession (gun(s) found during commission of other crimes)",
-                    "latitude": 41.067,
-                    "location_description": null,
-                    "longitude": -81.471,
-                    "n_guns_involved": null,
-                    "notes": "Man bound, mouth duct-taped shut by 3 armed home invaders; home, other occupants robbed; multiple guns mentioned.",
-                    "participant_age": "0::36",
-                    "participant_age_group": "0::Adult 18+||1::Adult 18+||2::Adult 18+||3::Adult 18+",
-                    "participant_gender": "0::Male||1::Male||2::Male||3::Male",
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": "0::Unharmed||1::Unharmed||2::Unharmed||3::Unharmed",
-                    "participant_type": "0::Victim||1::Subject-Suspect||2::Subject-Suspect||3::Subject-Suspect",
-                    "sources": "http://www.cleveland.com/akron/index.ssf/2015/09/armed_robbers_handcuff_akron_m.html",
-                    "state_house_district": 35.0,
-                    "state_senate_district": 28.0
-                }
-            },
-            {
-                "scenario_id": "152",
-                "features": {
-                    "incident_id": 115630,
-                    "date": "2014-03-17",
-                    "state": "Kentucky",
-                    "city_or_county": "Letcher County",
-                    "address": "Boot Hill Road",
-                    "n_killed": 1,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/115630",
-                    "source_url": "http://www.wkyt.com/news/state/headlines/One-man-dead-following-shooting-in-Letcher-County-250554311.html",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 5.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Shot - Dead (murder, accidental, suicide)",
-                    "latitude": 37.1463,
-                    "location_description": null,
-                    "longitude": -82.9425,
-                    "n_guns_involved": null,
-                    "notes": null,
-                    "participant_age": null,
-                    "participant_age_group": "0:Adult 18+",
-                    "participant_gender": "0:Male",
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": "0:Killed",
-                    "participant_type": "0:Victim",
-                    "sources": "http://www.wkyt.com/news/state/headlines/One-man-dead-following-shooting-in-Letcher-County-250554311.html",
-                    "state_house_district": null,
-                    "state_senate_district": null
-                }
-            },
-            {
-                "scenario_id": "153",
-                "features": {
-                    "incident_id": 974833,
-                    "date": "2017-10-28",
-                    "state": "California",
-                    "city_or_county": "Northridge",
-                    "address": "19100 block of Napa St",
-                    "n_killed": 0,
-                    "n_injured": 2,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/974833",
-                    "source_url": "http://www.dailynews.com/2017/10/28/2-men-hit-in-northridge-double-shooting/",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 30.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Shot - Wounded/Injured",
-                    "latitude": 34.2264,
-                    "location_description": null,
-                    "longitude": -118.549,
-                    "n_guns_involved": 1.0,
-                    "notes": null,
-                    "participant_age": "0::24||1::18",
-                    "participant_age_group": "0::Adult 18+||1::Adult 18+||2::Adult 18+||3::Adult 18+",
-                    "participant_gender": "0::Male||1::Male||2::Male||3::Male",
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": "0::Injured||1::Injured||2::Unharmed||3::Unharmed",
-                    "participant_type": "0::Victim||1::Victim||2::Subject-Suspect||3::Subject-Suspect",
-                    "sources": "http://www.dailynews.com/2017/10/28/2-men-hit-in-northridge-double-shooting/",
-                    "state_house_district": 45.0,
-                    "state_senate_district": 27.0
-                }
-            },
-            {
-                "scenario_id": "154",
-                "features": {
-                    "incident_id": 809748,
-                    "date": "2017-04-02",
-                    "state": "Massachusetts",
-                    "city_or_county": "Boston",
-                    "address": "22 Fenno Street",
-                    "n_killed": 0,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/809748",
-                    "source_url": "http://bpdnews.com/news/2017/4/2/one-less-gun-officers-recover-two-firearms-after-facing-violent-armed-suspects-in-two-separate-incidents",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 7.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Handgun",
-                    "incident_characteristics": "Shots Fired - No Injuries||Drug involvement||ShotSpotter||ATF/LE Confiscation/Raid/Arrest||Possession (gun(s) found during commission of other crimes)||Possession of gun by felon or prohibited person",
-                    "latitude": 42.3228,
-                    "location_description": "Roxbury",
-                    "longitude": -71.0845,
-                    "n_guns_involved": 1.0,
-                    "notes": "ShotSpotter activation area of Warren Street; LEO heard gunfire @ 44 Kensington Park; 1 male fled, revolver in waistband, two plastic bags of crack",
-                    "participant_age": "0::24",
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Male",
-                    "participant_name": "0::Tarell Wheeler",
-                    "participant_relationship": null,
-                    "participant_status": "0::Arrested",
-                    "participant_type": "0::Subject-Suspect",
-                    "sources": "http://bpdnews.com/news/2017/4/2/one-less-gun-officers-recover-two-firearms-after-facing-violent-armed-suspects-in-two-separate-incidents",
-                    "state_house_district": null,
-                    "state_senate_district": null
-                }
-            },
-            {
-                "scenario_id": "155",
-                "features": {
-                    "incident_id": 165516,
-                    "date": "2014-07-29",
-                    "state": "Illinois",
-                    "city_or_county": "Danville",
-                    "address": "400 block of Chandler Street",
-                    "n_killed": 0,
-                    "n_injured": 1,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/165516",
-                    "source_url": "http://www.news-gazette.com/news/local/2014-07-28/two-hospitalized-after-weekend-shootings-danville.html",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 15.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Shot - Wounded/Injured",
-                    "latitude": 40.1306,
-                    "location_description": null,
-                    "longitude": -87.6398,
-                    "n_guns_involved": null,
-                    "notes": "Man found shot, injured; abdomen.",
-                    "participant_age": "0::28",
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Male",
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": "0::Injured",
-                    "participant_type": "0::Victim",
-                    "sources": "http://www.news-gazette.com/news/local/2014-07-28/two-hospitalized-after-weekend-shootings-danville.html",
-                    "state_house_district": 104.0,
-                    "state_senate_district": 52.0
-                }
-            },
-            {
-                "scenario_id": "156",
-                "features": {
-                    "incident_id": 519699,
-                    "date": "2016-03-10",
-                    "state": "Pennsylvania",
-                    "city_or_county": "York",
-                    "address": "478 Salem Avenue",
-                    "n_killed": 0,
-                    "n_injured": 2,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/519699",
-                    "source_url": "http://fox43.com/2016/03/10/york-city-police-investigate-overnight-shooting/#",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 4.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Shot - Wounded/Injured",
-                    "latitude": 39.9569,
-                    "location_description": null,
-                    "longitude": -76.7374,
-                    "n_guns_involved": null,
-                    "notes": null,
-                    "participant_age": null,
-                    "participant_age_group": "0::Adult 18+||1::Adult 18+",
-                    "participant_gender": "0::Female||1::Female",
-                    "participant_name": "0::Latica Chavers||1::Tammy Green",
-                    "participant_relationship": null,
-                    "participant_status": "0::Injured||1::Injured",
-                    "participant_type": "0::Victim||1::Victim",
-                    "sources": "http://www.ydr.com/story/news/local/2016/03/10/one-injured-early-morning-shooting-york-city/81572922/||http://www.ydr.com/videos/news/crime/2016/03/10/81573992/||http://fox43.com/2016/03/10/york-city-police-investigate-overnight-shooting/#",
-                    "state_house_district": null,
-                    "state_senate_district": null
-                }
-            },
-            {
-                "scenario_id": "157",
-                "features": {
-                    "incident_id": 918147,
-                    "date": "2017-08-21",
-                    "state": "Indiana",
-                    "city_or_county": "Indianapolis",
-                    "address": "E 42nd St and Mitthoeffer",
-                    "n_killed": 1,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/918147",
-                    "source_url": "http://www.wthr.com/article/one-dead-in-shooting-at-42nd-and-mitthoeffer",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 7.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Shot - Dead (murder, accidental, suicide)",
-                    "latitude": 39.8336,
-                    "location_description": null,
-                    "longitude": -85.9912,
-                    "n_guns_involved": 1.0,
-                    "notes": null,
-                    "participant_age": null,
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Male",
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": "0::Killed",
-                    "participant_type": "0::Victim",
-                    "sources": "http://www.wthr.com/article/one-dead-in-shooting-at-42nd-and-mitthoeffer",
-                    "state_house_district": 95.0,
-                    "state_senate_district": 34.0
-                }
-            },
-            {
-                "scenario_id": "158",
-                "features": {
-                    "incident_id": 500612,
-                    "date": "2016-02-06",
-                    "state": "Illinois",
-                    "city_or_county": "Chicago",
-                    "address": "1800 block of South Central Park",
-                    "n_killed": 0,
-                    "n_injured": 1,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/500612",
-                    "source_url": "http://chicago.suntimes.com/news/7/71/1307679/man-hurt-lawndale-shooting",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 7.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Shot - Wounded/Injured",
-                    "latitude": 41.857,
-                    "location_description": null,
-                    "longitude": -87.7155,
-                    "n_guns_involved": null,
-                    "notes": "Lawndale - man shot, upper thigh; good;",
-                    "participant_age": "0::24",
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Male",
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": "0::Injured",
-                    "participant_type": "0::Victim",
-                    "sources": "http://chicago.suntimes.com/news/7/71/1307679/man-hurt-lawndale-shooting",
-                    "state_house_district": 9.0,
-                    "state_senate_district": 5.0
-                }
-            },
-            {
-                "scenario_id": "159",
-                "features": {
-                    "incident_id": 114883,
-                    "date": "2014-03-13",
-                    "state": "Arkansas",
-                    "city_or_county": "Hot Springs",
-                    "address": "515 Higdon Ferry Rd. ",
-                    "n_killed": 1,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/114883",
-                    "source_url": "http://www.arkansasmatters.com/story/d/story/womans-body-found-inside-hot-springs-home/35605/Ewjj7NmEn066FLxrR8plFg",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 4.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Shot - Dead (murder, accidental, suicide)",
-                    "latitude": 34.4789,
-                    "location_description": null,
-                    "longitude": -93.0614,
-                    "n_guns_involved": null,
-                    "notes": null,
-                    "participant_age": null,
-                    "participant_age_group": "0:Adult 18+",
-                    "participant_gender": "0:Female",
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": "0:Killed",
-                    "participant_type": "0:Victim",
-                    "sources": "http://www.arkansasmatters.com/story/d/story/womans-body-found-inside-hot-springs-home/35605/Ewjj7NmEn066FLxrR8plFg",
-                    "state_house_district": 24.0,
-                    "state_senate_district": 14.0
-                }
-            },
-            {
-                "scenario_id": "160",
-                "features": {
-                    "incident_id": 704055,
-                    "date": "2016-11-17",
-                    "state": "Nevada",
-                    "city_or_county": "West Wendover",
-                    "address": "1870 Plateau Way",
-                    "n_killed": 0,
-                    "n_injured": 1,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/704055",
-                    "source_url": "http://www.reviewjournal.com/crime/shootings/utah-man-wounded-shootout-nevada-officers-also-had-homemade-bomb",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 2.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Shot - Wounded/Injured||Institution/Group/Business||Shots Fired - No Injuries||Officer Involved Incident||Officer Involved Shooting - subject/suspect/perpetrator shot||Shootout (where VENN diagram of shooters and victims overlap)||Bar/club incident - in or around establishment||Possession of gun by felon or prohibited person||Pistol-whipping",
-                    "latitude": 40.7392,
-                    "location_description": "Southern X-Posure",
-                    "longitude": -114.078,
-                    "n_guns_involved": 1.0,
-                    "notes": "Suspect fired shots at club, fled police, crashed, shot at officers, and was hit by return fire. several guns and crude explosive found in car.",
-                    "participant_age": "0::30",
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Male",
-                    "participant_name": "0::Anthony Martinez",
-                    "participant_relationship": null,
-                    "participant_status": "0::Injured",
-                    "participant_type": "0::Subject-Suspect",
-                    "sources": "http://www.reviewjournal.com/crime/shootings/police-elko-county-wound-man-fleeing-after-strip-club-shooting||http://www.deseretnews.com/article/865667514/Man-injured-in-West-Wendover-police-shootout-as-squad-tries-to-dismantle-IED.html||http://www.coyote-tv.com/2016/11/21/update-on-thursday-shooting-explosive-device-in-the-suspect-car/||http://www.reviewjournal.com/crime/shootings/utah-man-wounded-shootout-nevada-officers-also-had-homemade-bomb",
-                    "state_house_district": 33.0,
-                    "state_senate_district": 19.0
-                }
-            },
-            {
-                "scenario_id": "161",
-                "features": {
-                    "incident_id": 696983,
-                    "date": "2016-11-08",
-                    "state": "Oregon",
-                    "city_or_county": "Springfield",
-                    "address": "1100 block of T Street",
-                    "n_killed": 0,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/696983",
-                    "source_url": "http://kval.com/news/local/police-man-fired-shotgun-in-street-to-celebrate-election-results",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": null,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Shots Fired - No Injuries||Non-Aggression Incident||Under the influence of alcohol or drugs (only applies to the subject/suspect/perpetrator )||Brandishing/flourishing/open carry/lost/found",
-                    "latitude": null,
-                    "location_description": null,
-                    "longitude": null,
-                    "n_guns_involved": 1.0,
-                    "notes": "Celebratory gunfire, intox suspect fired shotgun or rifle in air for election results",
-                    "participant_age": "0::55",
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Male",
-                    "participant_name": "0::Mitchell Bratton",
-                    "participant_relationship": null,
-                    "participant_status": "0::Unharmed, Arrested",
-                    "participant_type": "0::Subject-Suspect",
-                    "sources": "http://www.seattletimes.com/seattle-news/crime/oregon-man-jailed-after-celebrating-trump-win-with-gunfire/?utm_source=RSS&utm_medium=Referral&utm_campaign=RSS_seattle-news||http://kval.com/news/local/police-man-fired-shotgun-in-street-to-celebrate-election-results",
-                    "state_house_district": null,
-                    "state_senate_district": null
-                }
-            },
-            {
-                "scenario_id": "162",
-                "features": {
-                    "incident_id": 290517,
-                    "date": "2015-02-06",
-                    "state": "New Mexico",
-                    "city_or_county": "Albuquerque",
-                    "address": "224 Atrisco Vista SW",
-                    "n_killed": 0,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/290517",
-                    "source_url": "http://www.koat.com/news/swat-team-called-to-southwest-albuquerque/31144098",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 1.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Non-Shooting Incident||Shots fired, no action (reported, no evidence found)",
-                    "latitude": 35.0671,
-                    "location_description": null,
-                    "longitude": -106.767,
-                    "n_guns_involved": null,
-                    "notes": "Witness informed SWAT agents that someone may have been shot, but neither victim nor perpetrator have been located.",
-                    "participant_age": null,
-                    "participant_age_group": null,
-                    "participant_gender": null,
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": null,
-                    "participant_type": null,
-                    "sources": "http://www.koat.com/news/swat-team-called-to-southwest-albuquerque/31144098",
-                    "state_house_district": 26.0,
-                    "state_senate_district": 14.0
-                }
-            },
-            {
-                "scenario_id": "163",
-                "features": {
-                    "incident_id": 542111,
-                    "date": "2016-04-16",
-                    "state": "Indiana",
-                    "city_or_county": "Indianapolis",
-                    "address": "4400 block of North Campbell Avenue",
-                    "n_killed": 1,
-                    "n_injured": 1,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/542111",
-                    "source_url": "http://www.indystar.com/story/news/crime/2016/04/17/police-investigating-fatal-shooting-north-side/83166048/?utm_source=feedblitz&utm_medium=FeedBlitzRss&utm_campaign=FeedBlitzRss&utm_content=Police+investigating+fatal+shooting+on+north+side",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 7.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Shot - Wounded/Injured||Shot - Dead (murder, accidental, suicide)||Domestic Violence",
-                    "latitude": 39.8367,
-                    "location_description": null,
-                    "longitude": -86.0663,
-                    "n_guns_involved": null,
-                    "notes": "One killed, 1 wounded, in unclear incident involving a woman;",
-                    "participant_age": "0::30",
-                    "participant_age_group": "0::Adult 18+||1::Adult 18+",
-                    "participant_gender": "0::Male||1::Male",
-                    "participant_name": "0::Charles Turner",
-                    "participant_relationship": null,
-                    "participant_status": "0::Killed||1::Injured",
-                    "participant_type": "0::Victim||1::Victim",
-                    "sources": "http://fox59.com/2016/04/16/one-person-killed-another-in-the-hospital-after-northeast-side-shooting/||http://www.indystar.com/story/news/crime/2016/04/17/police-investigating-fatal-shooting-north-side/83166048/?utm_source=feedblitz&utm_medium=FeedBlitzRss&utm_campaign=FeedBlitzRss&utm_content=Police+investigating+fatal+shooting+on+north+side",
-                    "state_house_district": 95.0,
-                    "state_senate_district": 34.0
-                }
-            },
-            {
-                "scenario_id": "164",
-                "features": {
-                    "incident_id": 873861,
-                    "date": "2017-06-22",
-                    "state": "South Carolina",
-                    "city_or_county": "North Charleston",
-                    "address": "2000 block of Mott Avenue",
-                    "n_killed": 0,
-                    "n_injured": 1,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/873861",
-                    "source_url": "http://www.wtvm.com/story/35731164/police-investigating-after-one-shot-in-n-charleston",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 6.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Shot - Wounded/Injured",
-                    "latitude": 32.8504,
-                    "location_description": null,
-                    "longitude": -79.9785,
-                    "n_guns_involved": 1.0,
-                    "notes": null,
-                    "participant_age": null,
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Male",
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": "0::Injured",
-                    "participant_type": "0::Victim",
-                    "sources": "http://www.wtvm.com/story/35731164/police-investigating-after-one-shot-in-n-charleston",
-                    "state_house_district": 109.0,
-                    "state_senate_district": 42.0
-                }
-            },
-            {
-                "scenario_id": "165",
-                "features": {
-                    "incident_id": 758446,
-                    "date": "2017-01-18",
-                    "state": "Georgia",
-                    "city_or_county": "Rome",
-                    "address": "Old Summerville Road",
-                    "n_killed": 0,
-                    "n_injured": 1,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/758446",
-                    "source_url": "http://www.northwestgeorgianews.com/rome/news/police_fire/man-accused-of-shooting-victim-in-leg/article_292b04bc-de06-11e6-8a50-777ec0d9a978.html",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 14.0,
-                    "gun_stolen": "0::Stolen||1::Stolen",
-                    "gun_type": "0::Unknown||1::Unknown",
-                    "incident_characteristics": "Shot - Wounded/Injured||Stolen/Illegally owned gun{s} recovered during arrest/warrant",
-                    "latitude": 34.3279,
-                    "location_description": null,
-                    "longitude": -85.1805,
-                    "n_guns_involved": 2.0,
-                    "notes": null,
-                    "participant_age": "1::22",
-                    "participant_age_group": "0::Adult 18+||1::Adult 18+",
-                    "participant_gender": "0::Male||1::Male",
-                    "participant_name": "1::Robert Joe Farmer",
-                    "participant_relationship": null,
-                    "participant_status": "0::Injured||1::Unharmed, Arrested",
-                    "participant_type": "0::Victim||1::Subject-Suspect",
-                    "sources": "http://www.northwestgeorgianews.com/rome/news/police_fire/man-accused-of-shooting-victim-in-leg/article_292b04bc-de06-11e6-8a50-777ec0d9a978.html",
-                    "state_house_district": 13.0,
-                    "state_senate_district": 52.0
-                }
-            },
-            {
-                "scenario_id": "166",
-                "features": {
-                    "incident_id": 202136,
-                    "date": "2014-09-27",
-                    "state": "South Carolina",
-                    "city_or_county": "Beech Island",
-                    "address": "Swamp Road",
-                    "n_killed": 0,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/202136",
-                    "source_url": "http://www.aikenstandard.com/article/20140928/AIK0102/140929410/1008/blotter-for-sept-29",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 2.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Shots Fired - No Injuries",
-                    "latitude": 33.4379,
-                    "location_description": null,
-                    "longitude": -81.8939,
-                    "n_guns_involved": null,
-                    "notes": "multiple perps seen leaving in vehicles after shots hit different homes; no injuries reported",
-                    "participant_age": null,
-                    "participant_age_group": "0::Adult 18+||1::Adult 18+",
-                    "participant_gender": "0::Male||1::Female",
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": "0::Unharmed||1::Unharmed",
-                    "participant_type": "0::Victim||1::Victim",
-                    "sources": "http://www.aikenstandard.com/article/20140928/AIK0102/140929410/1008/blotter-for-sept-29",
-                    "state_house_district": 84.0,
-                    "state_senate_district": 24.0
-                }
-            },
-            {
-                "scenario_id": "167",
-                "features": {
-                    "incident_id": 526941,
-                    "date": "2016-03-18",
-                    "state": "Washington",
-                    "city_or_county": "Seattle",
-                    "address": "Rainier and Henderson",
-                    "n_killed": 0,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/526941",
-                    "source_url": "http://spdblotter.seattle.gov/2016/03/21/man-arrested-for-casual-disregard-of-traffic-bike-helmet-gun-laws/",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 9.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Handgun",
-                    "incident_characteristics": "Non-Shooting Incident||Possession (gun(s) found during commission of other crimes)||Possession of gun by felon or prohibited person",
-                    "latitude": 47.5233,
-                    "location_description": "Rainier Beach neighborhood",
-                    "longitude": -122.27,
-                    "n_guns_involved": 1.0,
-                    "notes": null,
-                    "participant_age": "0::64",
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Male",
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": "0::Unharmed, Arrested",
-                    "participant_type": "0::Subject-Suspect",
-                    "sources": "http://spdblotter.seattle.gov/2016/03/21/man-arrested-for-casual-disregard-of-traffic-bike-helmet-gun-laws/",
-                    "state_house_district": 37.0,
-                    "state_senate_district": 37.0
-                }
-            },
-            {
-                "scenario_id": "168",
-                "features": {
-                    "incident_id": 485152,
-                    "date": "2016-01-10",
-                    "state": "New York",
-                    "city_or_county": "Brooklyn",
-                    "address": "225 Parkside Avenue",
-                    "n_killed": 0,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/485152",
-                    "source_url": "http://www.dnainfo.com/new-york/20160114/crown-heights/crime-blotter-23-year-old-woman-mugged-on-busy-crown-heights-street",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 9.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Shots Fired - No Injuries",
-                    "latitude": 40.6559,
-                    "location_description": null,
-                    "longitude": -73.9604,
-                    "n_guns_involved": null,
-                    "notes": "bullethole in wall, yelling heard, no inj reported",
-                    "participant_age": null,
-                    "participant_age_group": null,
-                    "participant_gender": null,
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": null,
-                    "participant_type": null,
-                    "sources": "http://www.dnainfo.com/new-york/20160114/crown-heights/crime-blotter-23-year-old-woman-mugged-on-busy-crown-heights-street",
-                    "state_house_district": 43.0,
-                    "state_senate_district": 21.0
-                }
-            },
-            {
-                "scenario_id": "169",
-                "features": {
-                    "incident_id": 276633,
-                    "date": "2015-01-10",
-                    "state": "North Dakota",
-                    "city_or_county": "Minot",
-                    "address": null,
-                    "n_killed": 0,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/276633",
-                    "source_url": "http://www.kfyrtv.com/home/headlines/19-year-old-Arrested-For-Stolen-Firearm-288165421.html",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 1.0,
-                    "gun_stolen": "0::Stolen",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Non-Shooting Incident||Possession (gun(s) found during commission of other crimes)||Stolen/Illegally owned gun{s} recovered during arrest/warrant",
-                    "latitude": 48.2132,
-                    "location_description": null,
-                    "longitude": -101.283,
-                    "n_guns_involved": 1.0,
-                    "notes": null,
-                    "participant_age": "0::19",
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Male",
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": "0::Unharmed, Arrested",
-                    "participant_type": "0::Subject-Suspect",
-                    "sources": "http://www.kfyrtv.com/home/headlines/19-year-old-Arrested-For-Stolen-Firearm-288165421.html",
-                    "state_house_district": 5.0,
-                    "state_senate_district": 5.0
-                }
-            },
-            {
-                "scenario_id": "170",
-                "features": {
-                    "incident_id": 107277,
-                    "date": "2014-01-25",
-                    "state": "South Carolina",
-                    "city_or_county": "West Ashley",
-                    "address": "Mulmar Street",
-                    "n_killed": 0,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/107277",
-                    "source_url": "http://www.live5news.com/story/24655457/stray-bullet-fired-into-home-homeowner-wants-more-patrols",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 1.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Shots fired, no action (reported, no evidence found)",
-                    "latitude": 32.8146,
-                    "location_description": null,
-                    "longitude": -80.0076,
-                    "n_guns_involved": null,
-                    "notes": null,
-                    "participant_age": null,
-                    "participant_age_group": "0::Adult 18+||1::Adult 18+",
-                    "participant_gender": "0::Female||1::Male",
-                    "participant_name": "0::Jane Edwards||1::Don Edwards",
-                    "participant_relationship": null,
-                    "participant_status": "0::Unharmed||1::Unharmed",
-                    "participant_type": "0::Victim||1::Victim",
-                    "sources": "http://www.live5news.com/story/24655457/stray-bullet-fired-into-home-homeowner-wants-more-patrols",
-                    "state_house_district": 114.0,
-                    "state_senate_district": 41.0
-                }
-            },
-            {
-                "scenario_id": "171",
-                "features": {
-                    "incident_id": 567349,
-                    "date": "2016-05-26",
-                    "state": "Louisiana",
-                    "city_or_county": "New Orleans",
-                    "address": "4700 block of Dodt Ave",
-                    "n_killed": 0,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/567349",
-                    "source_url": "http://www.nola.com/crime/index.ssf/2016/05/man_wanted_for_producing_gun_d.html",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 2.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Non-Shooting Incident||Brandishing/flourishing/open carry/lost/found",
-                    "latitude": 30.0195,
-                    "location_description": null,
-                    "longitude": -89.9918,
-                    "n_guns_involved": 1.0,
-                    "notes": "New Orleans East",
-                    "participant_age": "0::22",
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Male",
-                    "participant_name": "0::Don Wells",
-                    "participant_relationship": null,
-                    "participant_status": "0::Unharmed",
-                    "participant_type": "0::Subject-Suspect",
-                    "sources": "http://www.nola.com/crime/index.ssf/2016/05/man_wanted_for_producing_gun_d.html",
-                    "state_house_district": 99.0,
-                    "state_senate_district": 4.0
-                }
-            },
-            {
-                "scenario_id": "172",
-                "features": {
-                    "incident_id": 461773,
-                    "date": "2015-11-13",
-                    "state": "Florida",
-                    "city_or_county": "Palm Beach Gardens (Riviera Beach)",
-                    "address": null,
-                    "n_killed": 1,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/461773",
-                    "source_url": "http://www.chron.com/news/crime/article/Police-Man-went-to-strip-club-after-shooting-6685533.php",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 20.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Shot - Dead (murder, accidental, suicide)||Brandishing/flourishing/open carry/lost/found",
-                    "latitude": 26.8024,
-                    "location_description": null,
-                    "longitude": -80.0729,
-                    "n_guns_involved": null,
-                    "notes": "Perp killed victim and then went to a strip club with a gun and got thrown out for bringing a gun.",
-                    "participant_age": "0::41||1::42",
-                    "participant_age_group": "0::Adult 18+||1::Adult 18+",
-                    "participant_gender": "0::Male||1::Male",
-                    "participant_name": "0::Rodney Chavers||1::Tarrie Wilder",
-                    "participant_relationship": null,
-                    "participant_status": "0::Unharmed, Arrested||1::Killed",
-                    "participant_type": "0::Victim||1::Subject-Suspect",
-                    "sources": "http://www.chron.com/news/crime/article/Police-Man-went-to-strip-club-after-shooting-6685533.php",
-                    "state_house_district": 88.0,
-                    "state_senate_district": 27.0
-                }
-            },
-            {
-                "scenario_id": "173",
-                "features": {
-                    "incident_id": 390838,
-                    "date": "2015-05-01",
-                    "state": "Oregon",
-                    "city_or_county": "Portland",
-                    "address": "7000 Northeast Airport Way",
-                    "n_killed": 0,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/390838",
-                    "source_url": "http://blog.tsa.gov",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 3.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::22 LR",
-                    "incident_characteristics": "Non-Shooting Incident||TSA Action",
-                    "latitude": 45.5867,
-                    "location_description": "PDX",
-                    "longitude": -122.587,
-                    "n_guns_involved": 1.0,
-                    "notes": null,
-                    "participant_age": null,
-                    "participant_age_group": null,
-                    "participant_gender": null,
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": null,
-                    "participant_type": null,
-                    "sources": "http://blog.tsa.gov",
-                    "state_house_district": 44.0,
-                    "state_senate_district": 22.0
-                }
-            },
-            {
-                "scenario_id": "174",
-                "features": {
-                    "incident_id": 406786,
-                    "date": "2015-06-30",
-                    "state": "Georgia",
-                    "city_or_county": "Albany",
-                    "address": "3905 Newton Rd #100",
-                    "n_killed": 0,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/406786",
-                    "source_url": "http://blog.tsa.gov",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 2.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::40 SW",
-                    "incident_characteristics": "Non-Shooting Incident||TSA Action",
-                    "latitude": 31.525,
-                    "location_description": "ABY",
-                    "longitude": -84.1927,
-                    "n_guns_involved": 1.0,
-                    "notes": null,
-                    "participant_age": null,
-                    "participant_age_group": null,
-                    "participant_gender": null,
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": null,
-                    "participant_type": null,
-                    "sources": "http://blog.tsa.gov",
-                    "state_house_district": 154.0,
-                    "state_senate_district": 12.0
-                }
-            },
-            {
-                "scenario_id": "175",
-                "features": {
-                    "incident_id": 1022650,
-                    "date": "2017-12-28",
-                    "state": "Illinois",
-                    "city_or_county": "Kankakee",
-                    "address": "400 N Schuyler Ave",
-                    "n_killed": 0,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/1022650",
-                    "source_url": "http://www.daily-journal.com/news/policeblotter/blotter-jan/article_090ff823-9e5f-59d7-a66d-d2c733977bd3.html",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 2.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Handgun",
-                    "incident_characteristics": "Non-Shooting Incident||Officer Involved Incident||Officer Involved Incident - Weapon involved but no shots fired||Brandishing/flourishing/open carry/lost/found",
-                    "latitude": 41.1242,
-                    "location_description": null,
-                    "longitude": -87.8632,
-                    "n_guns_involved": 1.0,
-                    "notes": "Police confiscate gun found by person behind business;",
-                    "participant_age": null,
-                    "participant_age_group": null,
-                    "participant_gender": null,
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": null,
-                    "participant_type": null,
-                    "sources": "http://www.daily-journal.com/news/policeblotter/blotter-jan/article_090ff823-9e5f-59d7-a66d-d2c733977bd3.html",
-                    "state_house_district": 79.0,
-                    "state_senate_district": 40.0
-                }
-            },
-            {
-                "scenario_id": "177",
-                "features": {
-                    "incident_id": 131085,
-                    "date": "2014-04-27",
-                    "state": "Missouri",
-                    "city_or_county": "Saint Louis",
-                    "address": "4900 block of W. Florissant",
-                    "n_killed": 0,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/131085",
-                    "source_url": "http://www.kmov.com/news/local/5-teens-arrested-guns-recovered-after-string-of-robberies-in-St-Louis-257189551.html",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 1.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Car-jacking",
-                    "latitude": 38.6893,
-                    "location_description": null,
-                    "longitude": -90.2348,
-                    "n_guns_involved": null,
-                    "notes": "cj",
-                    "participant_age": null,
-                    "participant_age_group": "0::Adult 18+||1::Teen 12-17",
-                    "participant_gender": "0::Female||1::Male",
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": "0::Unharmed||1::Unharmed",
-                    "participant_type": "0::Victim||1::Subject-Suspect",
-                    "sources": "http://www.kmov.com/news/local/5-teens-arrested-guns-recovered-after-string-of-robberies-in-St-Louis-257189551.html",
-                    "state_house_district": 76.0,
-                    "state_senate_district": 5.0
-                }
-            },
-            {
-                "scenario_id": "178",
-                "features": {
-                    "incident_id": 879343,
-                    "date": "2016-10-04",
-                    "state": "Colorado",
-                    "city_or_county": "Pueblo",
-                    "address": null,
-                    "n_killed": 0,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/879343",
-                    "source_url": "https://www.atf.gov/news/pr/pueblo-man-sentenced-14-years-federal-prison-firearm-and-drug-crimes",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 3.0,
-                    "gun_stolen": "0::Unknown||1::Unknown",
-                    "gun_type": "0::380 Auto||1::45 Auto",
-                    "incident_characteristics": "Non-Shooting Incident||Drug involvement||ATF/LE Confiscation/Raid/Arrest||Possession (gun(s) found during commission of other crimes)||Possession of gun by felon or prohibited person",
-                    "latitude": 38.2857,
-                    "location_description": null,
-                    "longitude": -104.583,
-                    "n_guns_involved": 2.0,
-                    "notes": null,
-                    "participant_age": "0::25",
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Male",
-                    "participant_name": "0::Daniel Ray Dace",
-                    "participant_relationship": null,
-                    "participant_status": "0::Unharmed, Arrested",
-                    "participant_type": "0::Subject-Suspect",
-                    "sources": "https://www.atf.gov/news/pr/pueblo-man-sentenced-14-years-federal-prison-firearm-and-drug-crimes",
-                    "state_house_district": 62.0,
-                    "state_senate_district": 3.0
-                }
-            },
-            {
-                "scenario_id": "179",
-                "features": {
-                    "incident_id": 1062349,
-                    "date": "2018-03-04",
-                    "state": "Alabama",
-                    "city_or_county": "Brantley",
-                    "address": "Blackmon Road",
-                    "n_killed": 0,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/1062349",
-                    "source_url": "http://www.wmcactionnews5.com/story/37642482/sheriff-road-closed-in-crenshaw-county-after-man-shot-at-wife",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": null,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Shots Fired - No Injuries||Domestic Violence",
-                    "latitude": null,
-                    "location_description": null,
-                    "longitude": null,
-                    "n_guns_involved": 1.0,
-                    "notes": null,
-                    "participant_age": "0::71",
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Male",
-                    "participant_name": null,
-                    "participant_relationship": "0::Significant others - current or former",
-                    "participant_status": "0::Unharmed, Arrested",
-                    "participant_type": "0::Subject-Suspect",
-                    "sources": "http://www.wmcactionnews5.com/story/37642482/sheriff-road-closed-in-crenshaw-county-after-man-shot-at-wife",
-                    "state_house_district": null,
-                    "state_senate_district": null
-                }
-            },
-            {
-                "scenario_id": "180",
-                "features": {
-                    "incident_id": 807988,
-                    "date": "2017-03-30",
-                    "state": "Minnesota",
-                    "city_or_county": "Grand Rapids",
-                    "address": "1300 block of 4th Street Southeast",
-                    "n_killed": 1,
-                    "n_injured": 1,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/807988",
-                    "source_url": "http://www.therepublic.com/2017/03/30/mn-shooting-grand-rapids/",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 8.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Shot - Wounded/Injured||Shot - Dead (murder, accidental, suicide)||Suicide^||Attempted Murder/Suicide (one variable unsuccessful)||Child Involved Incident||Child injured (not child shooter)",
-                    "latitude": 47.2278,
-                    "location_description": null,
-                    "longitude": -93.5098,
-                    "n_guns_involved": 1.0,
-                    "notes": null,
-                    "participant_age": "0::8||1::29",
-                    "participant_age_group": "0::Child 0-11||1::Adult 18+",
-                    "participant_gender": "0::Male||1::Male",
-                    "participant_name": "0::Wyatt Krauss||1::David Krauss",
-                    "participant_relationship": null,
-                    "participant_status": "0::Injured||1::Killed",
-                    "participant_type": "0::Victim||1::Subject-Suspect",
-                    "sources": "http://kstp.com/news/father-son-shooting-grand-rapids/4441128/||http://www.therepublic.com/2017/03/30/mn-shooting-grand-rapids/",
-                    "state_house_district": null,
-                    "state_senate_district": 5.0
-                }
-            },
-            {
-                "scenario_id": "181",
-                "features": {
-                    "incident_id": 372179,
-                    "date": "2015-07-10",
-                    "state": "Pennsylvania",
-                    "city_or_county": "Philadelphia",
-                    "address": "500 block of West Hill Creek Drive",
-                    "n_killed": 0,
-                    "n_injured": 1,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/372179",
-                    "source_url": "http://philadelphia.cbslocal.com/2015/07/10/3-injured-in-philadelphia-shootings/",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 13.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Shot - Wounded/Injured",
-                    "latitude": 40.0371,
-                    "location_description": null,
-                    "longitude": -75.1112,
-                    "n_guns_involved": null,
-                    "notes": null,
-                    "participant_age": null,
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Male",
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": "0::Injured",
-                    "participant_type": "0::Victim",
-                    "sources": "http://philadelphia.cbslocal.com/2015/07/10/3-injured-in-philadelphia-shootings/",
-                    "state_house_district": null,
-                    "state_senate_district": null
-                }
-            },
-            {
-                "scenario_id": "182",
-                "features": {
-                    "incident_id": 407971,
-                    "date": "2015-09-04",
-                    "state": "Colorado",
-                    "city_or_county": "Gypsum",
-                    "address": "925 Green Way",
-                    "n_killed": 0,
-                    "n_injured": 1,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/407971",
-                    "source_url": "http://www.gjsentinel.com/news/articles/blotter-sept-6-2015",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 3.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Shot - Wounded/Injured||Armed robbery with injury/death and/or evidence of DGU found",
-                    "latitude": 39.6457,
-                    "location_description": "Tienda Montes",
-                    "longitude": -106.94,
-                    "n_guns_involved": null,
-                    "notes": null,
-                    "participant_age": "1::31",
-                    "participant_age_group": "1::Adult 18+||2::Teen 12-17",
-                    "participant_gender": "0::Male||1::Male||2::Female",
-                    "participant_name": "1::Jesus Manuel Miranda Jr.",
-                    "participant_relationship": "1::Armed Robbery||2::Armed Robbery",
-                    "participant_status": "0::Injured||1::Unharmed, Arrested||2::Unharmed, Arrested",
-                    "participant_type": "0::Victim||1::Subject-Suspect||2::Subject-Suspect",
-                    "sources": "http://www.vaildaily.com/news/crime/18026995-113/police-searching-for-suspects-after-gypsum-shooting||http://www.vaildaily.com/news/18030580-113/police-seek-gypsum-shooting-suspect||http://www.gjsentinel.com/news/articles/blotter-sept-6-2015",
-                    "state_house_district": 26.0,
-                    "state_senate_district": 5.0
-                }
-            },
-            {
-                "scenario_id": "183",
-                "features": {
-                    "incident_id": 95681,
-                    "date": "2014-01-12",
-                    "state": "North Carolina",
-                    "city_or_county": "Black Mountain",
-                    "address": "Stone Mountain Farm Road",
-                    "n_killed": 0,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/95681",
-                    "source_url": "http://www.citizen-times.com/article/20140112/NEWS01/301120074/Black-Mountain-man-faces-drug-weapon-charges",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 10.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Possession (gun(s) found during commission of other crimes)",
-                    "latitude": 35.5239,
-                    "location_description": null,
-                    "longitude": -82.2206,
-                    "n_guns_involved": null,
-                    "notes": null,
-                    "participant_age": "0::29",
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Male",
-                    "participant_name": "0::Daniel Robert Olson",
-                    "participant_relationship": null,
-                    "participant_status": "0::Unharmed",
-                    "participant_type": "0::Subject-Suspect",
-                    "sources": "http://www.citizen-times.com/article/20140112/NEWS01/301120074/Black-Mountain-man-faces-drug-weapon-charges",
-                    "state_house_district": 115.0,
-                    "state_senate_district": 49.0
-                }
-            },
-            {
-                "scenario_id": "184",
-                "features": {
-                    "incident_id": 403216,
-                    "date": "2015-08-28",
-                    "state": "Michigan",
-                    "city_or_county": "Okemos",
-                    "address": "3900 block of Roxbury Ave",
-                    "n_killed": 0,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/403216",
-                    "source_url": "http://www.lansingstatejournal.com/story/news/local/2015/08/27/man-surrenders-standoff-okemos-home/71289948/",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 8.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Shots Fired - No Injuries||Officer Involved Incident||Officer Involved Shooting - Shots fired, no injury||Animal shot/killed",
-                    "latitude": 42.6946,
-                    "location_description": null,
-                    "longitude": -84.4253,
-                    "n_guns_involved": 1.0,
-                    "notes": "Officer shoots, wounds, dog running at him in warrant situation;",
-                    "participant_age": null,
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Male",
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": "0::Unharmed, Arrested",
-                    "participant_type": "0::Subject-Suspect",
-                    "sources": "http://www.lansingstatejournal.com/story/news/local/2015/08/27/man-surrenders-standoff-okemos-home/71289948/",
-                    "state_house_district": 69.0,
-                    "state_senate_district": 23.0
-                }
-            },
-            {
-                "scenario_id": "185",
-                "features": {
-                    "incident_id": 366298,
-                    "date": "2015-06-26",
-                    "state": "Louisiana",
-                    "city_or_county": "Jennings",
-                    "address": "200 block of South Lake Arthur Ave.",
-                    "n_killed": 0,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/366298",
-                    "source_url": "http://www.kplctv.com/story/29420521/jennings-police-looking-into-possible-drive-by-shooting",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 3.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Shots Fired - No Injuries||Drive-by (car to street, car to car)||Possession of gun by felon or prohibited person",
-                    "latitude": 30.2197,
-                    "location_description": null,
-                    "longitude": -92.6634,
-                    "n_guns_involved": null,
-                    "notes": null,
-                    "participant_age": "0::31",
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Male",
-                    "participant_name": "0::Michael Phillips Jr.",
-                    "participant_relationship": null,
-                    "participant_status": "0::Unharmed, Arrested",
-                    "participant_type": "0::Subject-Suspect",
-                    "sources": "http://www.kplctv.com/story/29420521/jennings-police-looking-into-possible-drive-by-shooting",
-                    "state_house_district": 37.0,
-                    "state_senate_district": 25.0
-                }
-            },
-            {
-                "scenario_id": "187",
-                "features": {
-                    "incident_id": 1055809,
-                    "date": "2018-02-21",
-                    "state": "North Carolina",
-                    "city_or_county": "Greenville",
-                    "address": "2200 University Suites Dr",
-                    "n_killed": 0,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/1055809",
-                    "source_url": "http://www.reflector.com/News/2018/03/06/Greenville-Police-arrest-men-in-connection-to-home-invasion.html",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": null,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Non-Shooting Incident||Home Invasion||Home Invasion - No death or injury||Brandishing/flourishing/open carry/lost/found",
-                    "latitude": 35.5917,
-                    "location_description": "University Suites",
-                    "longitude": -77.3818,
-                    "n_guns_involved": 1.0,
-                    "notes": null,
-                    "participant_age": null,
-                    "participant_age_group": null,
-                    "participant_gender": null,
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": null,
-                    "participant_type": null,
-                    "sources": "http://www.witn.com/content/news/Two-women-robbed-at-gunpoint-in-Greenville-apartment-complex-474935343.html||http://www.reflector.com/News/2018/03/06/Greenville-Police-arrest-men-in-connection-to-home-invasion.html",
-                    "state_house_district": null,
-                    "state_senate_district": null
-                }
-            },
-            {
-                "scenario_id": "188",
-                "features": {
-                    "incident_id": 198668,
-                    "date": "2014-09-30",
-                    "state": "North Carolina",
-                    "city_or_county": "Greensboro",
-                    "address": "1201 Lanada Road ",
-                    "n_killed": 0,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/198668",
-                    "source_url": "http://www.wxii12.com/news/man-wanted-in-hotel-armed-robbery-in-greensboro/28334592",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 6.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Armed robbery with injury/death and/or evidence of DGU found||Institution/Group/Business",
-                    "latitude": 36.0536,
-                    "location_description": null,
-                    "longitude": -79.8931,
-                    "n_guns_involved": null,
-                    "notes": "La Quinta Inn and Suites near Wendover Avenue",
-                    "participant_age": null,
-                    "participant_age_group": "1::Adult 18+",
-                    "participant_gender": "1::Male",
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": "1::Unharmed",
-                    "participant_type": "0::Victim||1::Subject-Suspect",
-                    "sources": "http://www.wxii12.com/news/man-wanted-in-hotel-armed-robbery-in-greensboro/28334592",
-                    "state_house_district": 62.0,
-                    "state_senate_district": 28.0
-                }
-            },
-            {
-                "scenario_id": "189",
-                "features": {
-                    "incident_id": 1072986,
-                    "date": "2018-03-18",
-                    "state": "Tennessee",
-                    "city_or_county": "Chattanooga",
-                    "address": "E 49th St and Hooker Rd",
-                    "n_killed": 0,
-                    "n_injured": 1,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/1072986",
-                    "source_url": "http://newschannel9.com/news/local/chattanooga-police-investigating-shooting-victim",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 3.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Shot - Wounded/Injured",
-                    "latitude": 34.9866,
-                    "location_description": null,
-                    "longitude": -85.2969,
-                    "n_guns_involved": 1.0,
-                    "notes": null,
-                    "participant_age": "0::30",
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Male",
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": "0::Injured",
-                    "participant_type": "0::Victim",
-                    "sources": "http://newschannel9.com/news/local/chattanooga-police-investigating-shooting-victim",
-                    "state_house_district": 30.0,
-                    "state_senate_district": 10.0
-                }
-            },
-            {
-                "scenario_id": "190",
-                "features": {
-                    "incident_id": 1027815,
-                    "date": "2018-01-15",
-                    "state": "North Carolina",
-                    "city_or_county": "Charlotte",
-                    "address": "6120 E Independence Blvd",
-                    "n_killed": 0,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/1027815",
-                    "source_url": "http://www.wsoctv.com/news/local/shots-fired-inside-charlotte-bojangles/684231809",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 12.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Institution/Group/Business||Shots Fired - No Injuries",
-                    "latitude": 35.177,
-                    "location_description": "Bojangles Famous Chicken n Biscuits",
-                    "longitude": -80.7505,
-                    "n_guns_involved": 1.0,
-                    "notes": "fired shots during ar",
-                    "participant_age": null,
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Male",
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": "0::Unharmed",
-                    "participant_type": "0::Subject-Suspect",
-                    "sources": "http://www.wsoctv.com/news/local/shots-fired-inside-charlotte-bojangles/684231809",
-                    "state_house_district": 100.0,
-                    "state_senate_district": 40.0
-                }
-            },
-            {
-                "scenario_id": "191",
-                "features": {
-                    "incident_id": 566738,
-                    "date": "2016-05-26",
-                    "state": "California",
-                    "city_or_county": "Oakland",
-                    "address": "1000 block of Webster Street",
-                    "n_killed": 0,
-                    "n_injured": 1,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/566738",
-                    "source_url": "http://www.eastbaytimes.com/breaking-news/ci_29947312/oakland-man-shot-chinatown",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 13.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Shot - Wounded/Injured",
-                    "latitude": 37.8006,
-                    "location_description": null,
-                    "longitude": -122.27,
-                    "n_guns_involved": null,
-                    "notes": null,
-                    "participant_age": null,
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Male",
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": "0::Injured",
-                    "participant_type": "0::Victim",
-                    "sources": "http://www.eastbaytimes.com/breaking-news/ci_29947312/oakland-man-shot-chinatown",
-                    "state_house_district": 18.0,
-                    "state_senate_district": 9.0
-                }
-            },
-            {
-                "scenario_id": "192",
-                "features": {
-                    "incident_id": 530253,
-                    "date": "2016-03-24",
-                    "state": "North Carolina",
-                    "city_or_county": "Vass",
-                    "address": "Wright Road",
-                    "n_killed": 0,
-                    "n_injured": 1,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/530253",
-                    "source_url": "http://www.wral.com/man-faces-long-list-of-charges-in-moore-county-shooting/15604680/",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 2.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Shot - Wounded/Injured",
-                    "latitude": 35.1918,
-                    "location_description": null,
-                    "longitude": -79.1595,
-                    "n_guns_involved": null,
-                    "notes": null,
-                    "participant_age": "1::23",
-                    "participant_age_group": "0::Adult 18+||1::Adult 18+",
-                    "participant_gender": "1::Male",
-                    "participant_name": "1::Zachary Randall Gautier",
-                    "participant_relationship": null,
-                    "participant_status": "0::Injured||1::Unharmed, Arrested",
-                    "participant_type": "0::Victim||1::Subject-Suspect",
-                    "sources": "http://www.wral.com/man-faces-long-list-of-charges-in-moore-county-shooting/15604680/",
-                    "state_house_district": 52.0,
-                    "state_senate_district": 29.0
-                }
-            },
-            {
-                "scenario_id": "193",
-                "features": {
-                    "incident_id": 411836,
-                    "date": "2015-09-09",
-                    "state": "Connecticut",
-                    "city_or_county": "Hartford",
-                    "address": "68 Pliny Street",
-                    "n_killed": 0,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/411836",
-                    "source_url": "http://wtnh.com/2015/09/10/drug-bust/",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 1.0,
-                    "gun_stolen": "0::Unknown||1::Unknown",
-                    "gun_type": "0::7.62 [AK-47]||1::45 Auto",
-                    "incident_characteristics": "Non-Shooting Incident||Drug involvement||ATF/LE Confiscation/Raid/Arrest||Possession (gun(s) found during commission of other crimes)||Possession of gun by felon or prohibited person",
-                    "latitude": 41.7808,
-                    "location_description": null,
-                    "longitude": -72.6827,
-                    "n_guns_involved": 2.0,
-                    "notes": "1 of 2 connected raids with Babcock St, drugs, AK47, 45 cal",
-                    "participant_age": "0::37",
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Male",
-                    "participant_name": "0::Luis Cruis",
-                    "participant_relationship": null,
-                    "participant_status": "0::Unharmed, Arrested",
-                    "participant_type": "0::Subject-Suspect",
-                    "sources": "http://wtnh.com/2015/09/10/drug-bust/",
-                    "state_house_district": 7.0,
-                    "state_senate_district": 2.0
-                }
-            },
-            {
-                "scenario_id": "194",
-                "features": {
-                    "incident_id": 295990,
-                    "date": "2015-02-21",
-                    "state": "Pennsylvania",
-                    "city_or_county": "Uniontown",
-                    "address": "North Union Township",
-                    "n_killed": 1,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/295990",
-                    "source_url": "http://triblive.com/news/westmoreland/10776126-74/grady-walker-testified?utm_source=feedburner&utm_medium=feed&utm_campaign=Feed%3A+tribunereview%2Fwestmoreland+%28Westmoreland+News%29",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 9.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Shot - Dead (murder, accidental, suicide)||Domestic Violence",
-                    "latitude": 39.8837,
-                    "location_description": null,
-                    "longitude": -79.7157,
-                    "n_guns_involved": 1.0,
-                    "notes": null,
-                    "participant_age": "0::37||1::45",
-                    "participant_age_group": "0::Adult 18+||1::Adult 18+",
-                    "participant_gender": "0::Female||1::Male",
-                    "participant_name": "0::Mya Ann Grady||1::Terry Walker",
-                    "participant_relationship": "1::Significant others - current or former",
-                    "participant_status": "0::Killed||1::Arrested",
-                    "participant_type": "0::Victim||1::Subject-Suspect",
-                    "sources": "http://www.post-gazette.com/local/region/2015/02/21/Uniontown-woman-found-shot-to-death-in-North-Union-Township/stories/201502210158||http://www.cbsnews.com/news/ex-boyfriend-wanted-in-shooting-of-pennsylvania-mom-found-dead-in-car/||http://triblive.com/news/westmoreland/10776126-74/grady-walker-testified?utm_source=feedburner&utm_medium=feed&utm_campaign=Feed%3A+tribunereview%2Fwestmoreland+%28Westmoreland+News%29",
-                    "state_house_district": null,
-                    "state_senate_district": null
-                }
-            },
-            {
-                "scenario_id": "195",
-                "features": {
-                    "incident_id": 376738,
-                    "date": "2015-07-17",
-                    "state": "Arizona",
-                    "city_or_county": "Scottsdale",
-                    "address": "9700 block of East Happy Valley Road",
-                    "n_killed": 0,
-                    "n_injured": 1,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/376738",
-                    "source_url": "http://www.azcentral.com/story/news/local/scottsdale/2017/02/13/scottsdale-woman-rhonda-cerny-sentenced-5-years-shooting-ex-husband/97845074/",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": null,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Shot - Wounded/Injured",
-                    "latitude": null,
-                    "location_description": null,
-                    "longitude": null,
-                    "n_guns_involved": 1.0,
-                    "notes": null,
-                    "participant_age": "1::59",
-                    "participant_age_group": "0::Adult 18+||1::Adult 18+",
-                    "participant_gender": "0::Male||1::Female",
-                    "participant_name": "0::Craig Cerny||1::Rhonda Cerny",
-                    "participant_relationship": null,
-                    "participant_status": "0::Injured||1::Unharmed, Arrested",
-                    "participant_type": "0::Victim||1::Subject-Suspect",
-                    "sources": "http://www.azcentral.com/story/news/local/scottsdale/2015/07/17/scottsdale-shooting-man-hospitalized/30319399/||http://www.azcentral.com/story/news/local/scottsdale/2017/02/13/scottsdale-woman-rhonda-cerny-sentenced-5-years-shooting-ex-husband/97845074/",
-                    "state_house_district": null,
-                    "state_senate_district": null
-                }
-            },
-            {
-                "scenario_id": "196",
-                "features": {
-                    "incident_id": 122025,
-                    "date": "2014-04-04",
-                    "state": "Alabama",
-                    "city_or_county": "Booth",
-                    "address": "County Road 81 ",
-                    "n_killed": 1,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/122025",
-                    "source_url": "http://www.wsfa.com/story/25164739/intruder-killed-by-autauga-co-homeowner-ided-second-suspect-arrested",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 2.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Shot - Dead (murder, accidental, suicide)||Home Invasion||Home Invasion - subject/suspect/perpetrator killed||Defensive Use",
-                    "latitude": 32.5219,
-                    "location_description": null,
-                    "longitude": -86.5697,
-                    "n_guns_involved": null,
-                    "notes": "shot man in hi def",
-                    "participant_age": "1::18||2::32",
-                    "participant_age_group": "0::Adult 18+||1::Adult 18+||2::Adult 18+",
-                    "participant_gender": "0::Female||1::Male||2::Male",
-                    "participant_name": "1::Mikel Steven Smith||2::James Bryan Vance",
-                    "participant_relationship": null,
-                    "participant_status": "0::Unharmed||1::Killed||2::Unharmed",
-                    "participant_type": "0::Victim||1::Subject-Suspect||2::Subject-Suspect",
-                    "sources": "http://www.timesdaily.com/news/state/article_0d80f1e3-ec40-523a-8b1d-f5007293e5bc.html||http://www.waka.com/news/montgomery-news/Sheriffs-Officials-Autauga-County-Woman-Shoots-Intruder-253904171.html||http://www.wsfa.com/story/25164739/intruder-killed-by-autauga-co-homeowner-ided-second-suspect-arrested",
-                    "state_house_district": 42.0,
-                    "state_senate_district": 30.0
-                }
-            },
-            {
-                "scenario_id": "197",
-                "features": {
-                    "incident_id": 1039759,
-                    "date": "2018-01-12",
-                    "state": "Ohio",
-                    "city_or_county": "Independence",
-                    "address": "6020 Quarry Ln",
-                    "n_killed": 0,
-                    "n_injured": 0,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/1039759",
-                    "source_url": "http://www.cleveland.com/independence/index.ssf/2018/01/exuberant_partygoer_cited_for.html#incart_river_index",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 14.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Institution/Group/Business||Shots Fired - No Injuries",
-                    "latitude": 41.3956,
-                    "location_description": "Red Roof Inn",
-                    "longitude": -81.6495,
-                    "n_guns_involved": 1.0,
-                    "notes": "celebratory gunfire",
-                    "participant_age": null,
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Female",
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": "0::Unharmed, Arrested",
-                    "participant_type": "0::Subject-Suspect",
-                    "sources": "http://www.cleveland.com/independence/index.ssf/2018/01/exuberant_partygoer_cited_for.html#incart_river_index",
-                    "state_house_district": 6.0,
-                    "state_senate_district": 24.0
-                }
-            },
-            {
-                "scenario_id": "198",
-                "features": {
-                    "incident_id": 414689,
-                    "date": "2015-09-14",
-                    "state": "Illinois",
-                    "city_or_county": "Chicago",
-                    "address": "7200 block of South Union Avenue",
-                    "n_killed": 0,
-                    "n_injured": 1,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/414689",
-                    "source_url": "http://www.dnainfo.com/chicago/20150916/englewood/englewood-shootings-leave-teen-girl-man-wounded",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 1.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Shot - Wounded/Injured||Possession (gun(s) found during commission of other crimes)",
-                    "latitude": 41.7633,
-                    "location_description": null,
-                    "longitude": -87.6419,
-                    "n_guns_involved": null,
-                    "notes": "Englewood - 2 men fire into group on sidewalk, wound 16 y/o girl;",
-                    "participant_age": "0::16",
-                    "participant_age_group": "0::Teen 12-17",
-                    "participant_gender": "0::Female",
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": "0::Injured",
-                    "participant_type": "0::Victim",
-                    "sources": "http://www.dnainfo.com/chicago/20150916/englewood/englewood-shootings-leave-teen-girl-man-wounded",
-                    "state_house_district": 31.0,
-                    "state_senate_district": 16.0
-                }
-            },
-            {
-                "scenario_id": "199",
-                "features": {
-                    "incident_id": 622476,
-                    "date": "2016-08-05",
-                    "state": "Illinois",
-                    "city_or_county": "Chicago",
-                    "address": "1500 block of South Harding Avenue",
-                    "n_killed": 0,
-                    "n_injured": 1,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/622476",
-                    "source_url": "http://www.chicagotribune.com/news/local/breaking/ct-man-wounded-in-grand-crossing-shooting-20160805-story.html",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 4.0,
-                    "gun_stolen": "0::Unknown",
-                    "gun_type": "0::Unknown",
-                    "incident_characteristics": "Shot - Wounded/Injured||Non-Aggression Incident||Accidental Shooting||Accidental Shooting - Injury||Accidental/Negligent Discharge||Self-Inflicted (not suicide or suicide attempt - NO PERP)",
-                    "latitude": 41.8006,
-                    "location_description": null,
-                    "longitude": -87.722,
-                    "n_guns_involved": 1.0,
-                    "notes": "Teen grazed leg; believed self-inflicted;",
-                    "participant_age": "0::18",
-                    "participant_age_group": "0::Adult 18+",
-                    "participant_gender": "0::Male",
-                    "participant_name": null,
-                    "participant_relationship": null,
-                    "participant_status": "0::Injured",
-                    "participant_type": "0::Victim",
-                    "sources": "http://www.chicagotribune.com/news/local/breaking/ct-man-wounded-in-grand-crossing-shooting-20160805-story.html",
-                    "state_house_district": 1.0,
-                    "state_senate_district": 1.0
-                }
-            },
-            {
-                "scenario_id": "200",
-                "features": {
-                    "incident_id": 512461,
-                    "date": "2016-02-24",
-                    "state": "Pennsylvania",
-                    "city_or_county": "Monessen",
-                    "address": "600 block of McMahon Avenue",
-                    "n_killed": 0,
-                    "n_injured": 2,
-                    "incident_url": "http://www.gunviolencearchive.org/incident/512461",
-                    "source_url": "http://www.wpxi.com/videos/news/witnesses-say-victims-beat-before-being-shot-in/vC7z9/",
-                    "incident_url_fields_missing": "False",
-                    "congressional_district": 9.0,
-                    "gun_stolen": null,
-                    "gun_type": null,
-                    "incident_characteristics": "Shot - Wounded/Injured",
-                    "latitude": 40.1574,
-                    "location_description": null,
-                    "longitude": -79.8894,
-                    "n_guns_involved": null,
-                    "notes": null,
-                    "participant_age": "0::24||1::26",
-                    "participant_age_group": "0::Adult 18+||1::Adult 18+",
-                    "participant_gender": "0::Male||1::Male",
-                    "participant_name": "0::Travis Holmes||1::Phalonious Wilkerson",
-                    "participant_relationship": null,
-                    "participant_status": "0::Injured||1::Injured",
-                    "participant_type": "0::Victim||1::Victim",
-                    "sources": "http://www.wpxi.com/news/news/local/2-people-shot-monessen-medical-helicopters-called-/nqYM7/||http://triblive.com/news/westmoreland/10040329-74/911-call-gunshot?utm_source=feedburner&utm_medium=feed&utm_campaign=Feed%3A+alltribstories+%28TribLIVE+News%29||http://www.wpxi.com/videos/news/witnesses-say-victims-beat-before-being-shot-in/vC7z9/",
-                    "state_house_district": null,
-                    "state_senate_district": null
-                }
-            }
-        ],
-        "target_column": "n_killed",
-        "task_sub_type": "regression",
-        "ranking_ground_truth": {
-            "top_k_ids": [
-                "063",
-                "084",
-                "096"
-            ]
-        },
-        "active_filters": [
-            {
-                "col": "state_senate_district",
-                "op": "==",
-                "val": 15
-            }
-        ],
-        "sort_direction": "high"
-    },
-    "response": "",
-    "evaluation_score": {}
-}
\ No newline at end of file
+    "active_filters": [
+      {
+        "col": "state_senate_district",
+        "op": "==",
+        "val": 15
+      }
+    ],
+    "sort_direction": "low"
+  },
+  "response": "",
+  "evaluation_score": {}
+}
diff --git a/ranking_and_filtering/finance/regression/Bitcoin_Historical_Data_B4/Bitcoin_Historical_Data_B4_002/Bitcoin_Historical_Data_B4_002_current.json b/ranking_and_filtering/finance/regression/Bitcoin_Historical_Data_B4/Bitcoin_Historical_Data_B4_002/Bitcoin_Historical_Data_B4_002_current.json
index 37821c252aed7c334cc7673ba52e1599b0fcd840..4c052044c9f4921c224c34c850aafa116480af54 100644
--- a/ranking_and_filtering/finance/regression/Bitcoin_Historical_Data_B4/Bitcoin_Historical_Data_B4_002/Bitcoin_Historical_Data_B4_002_current.json
+++ b/ranking_and_filtering/finance/regression/Bitcoin_Historical_Data_B4/Bitcoin_Historical_Data_B4_002/Bitcoin_Historical_Data_B4_002_current.json
@@ -1,1878 +1,1878 @@
 {
-    "id": "002",
-    "task_type": "B4",
-    "subtask_type": "topk",
-    "perspective": "data_holder",
-    "dataset_name": "Bitcoin Historical Data",
-    "table_path": "output/Bitcoin Historical Data_B4/Bitcoin Historical Data_B4_002/test.csv",
-    "query": "Our risk protocol requires us to monitor for anomalously quiet trading intervals that might indicate market issues. From the archive of exchange data I've provided, can you isolate the 3 intervals with the lowest trading volume in the new batch of data?",
-    "meta_info": {
-        "domain": "finance"
+  "id": "002",
+  "task_type": "B4",
+  "subtask_type": "topk",
+  "perspective": "data_holder",
+  "dataset_name": "Bitcoin Historical Data",
+  "table_path": "output/Bitcoin Historical Data_B4/Bitcoin Historical Data_B4_002/test.csv",
+  "query": "Our risk protocol requires us to monitor for anomalously quiet trading intervals that might indicate market issues. From the archive of exchange data I've provided, can you isolate the 3 intervals with the lowest trading volume in the new batch of data?",
+  "meta_info": {
+    "domain": "finance"
+  },
+  "final_decision": {},
+  "what_if": {},
+  "ground_truth": {
+    "extracted_features": [
+      {
+        "scenario_id": "001",
+        "features": {
+          "Timestamp": 1403957100.0,
+          "Open": 596.0,
+          "High": 596.0,
+          "Low": 596.0,
+          "Close": 596.0,
+          "Volume": 0.0
+        }
+      },
+      {
+        "scenario_id": "002",
+        "features": {
+          "Timestamp": 1469379540.0,
+          "Open": 652.49,
+          "High": 654.39,
+          "Low": 652.31,
+          "Close": 654.39,
+          "Volume": 6.11609531
+        }
+      },
+      {
+        "scenario_id": "003",
+        "features": {
+          "Timestamp": 1625985240.0,
+          "Open": 33608.88,
+          "High": 33610.94,
+          "Low": 33596.05,
+          "Close": 33596.05,
+          "Volume": 0.43128259
+        }
+      },
+      {
+        "scenario_id": "004",
+        "features": {
+          "Timestamp": 1495447500.0,
+          "Open": 2099.43,
+          "High": 2099.43,
+          "Low": 2099.42,
+          "Close": 2099.42,
+          "Volume": 0.1529617
+        }
+      },
+      {
+        "scenario_id": "005",
+        "features": {
+          "Timestamp": 1439805120.0,
+          "Open": 258.77,
+          "High": 258.77,
+          "Low": 258.77,
+          "Close": 258.77,
+          "Volume": 0.0
+        }
+      },
+      {
+        "scenario_id": "006",
+        "features": {
+          "Timestamp": 1609060680.0,
+          "Open": 26715.22,
+          "High": 26715.22,
+          "Low": 26702.55,
+          "Close": 26703.88,
+          "Volume": 0.03274
+        }
+      },
+      {
+        "scenario_id": "007",
+        "features": {
+          "Timestamp": 1720966560.0,
+          "Open": 60170.0,
+          "High": 60170.0,
+          "Low": 60150.0,
+          "Close": 60159.0,
+          "Volume": 0.01452993
+        }
+      },
+      {
+        "scenario_id": "008",
+        "features": {
+          "Timestamp": 1689153600.0,
+          "Open": 30651.0,
+          "High": 30652.0,
+          "Low": 30651.0,
+          "Close": 30652.0,
+          "Volume": 0.01333343
+        }
+      },
+      {
+        "scenario_id": "009",
+        "features": {
+          "Timestamp": 1447783080.0,
+          "Open": 337.47,
+          "High": 337.5,
+          "Low": 337.46,
+          "Close": 337.5,
+          "Volume": 15.15744415
+        }
+      },
+      {
+        "scenario_id": "010",
+        "features": {
+          "Timestamp": 1460548380.0,
+          "Open": 424.11,
+          "High": 424.11,
+          "Low": 424.11,
+          "Close": 424.11,
+          "Volume": 0.01921
+        }
+      },
+      {
+        "scenario_id": "011",
+        "features": {
+          "Timestamp": 1385834280.0,
+          "Open": 1139.99,
+          "High": 1141.97,
+          "Low": 1139.99,
+          "Close": 1141.97,
+          "Volume": 3.050065
+        }
+      },
+      {
+        "scenario_id": "012",
+        "features": {
+          "Timestamp": 1559955420.0,
+          "Open": 7955.25,
+          "High": 7960.8,
+          "Low": 7954.23,
+          "Close": 7954.32,
+          "Volume": 9.15848854
+        }
+      },
+      {
+        "scenario_id": "013",
+        "features": {
+          "Timestamp": 1508434260.0,
+          "Open": 5684.99,
+          "High": 5694.42,
+          "Low": 5684.99,
+          "Close": 5688.65,
+          "Volume": 0.79014934
+        }
+      },
+      {
+        "scenario_id": "014",
+        "features": {
+          "Timestamp": 1351194060.0,
+          "Open": 10.91,
+          "High": 10.91,
+          "Low": 10.91,
+          "Close": 10.91,
+          "Volume": 0.0
+        }
+      },
+      {
+        "scenario_id": "015",
+        "features": {
+          "Timestamp": 1585542240.0,
+          "Open": 5903.48,
+          "High": 5903.48,
+          "Low": 5895.6,
+          "Close": 5898.71,
+          "Volume": 2.28677286
+        }
+      },
+      {
+        "scenario_id": "016",
+        "features": {
+          "Timestamp": 1678352520.0,
+          "Open": 21759.0,
+          "High": 21760.0,
+          "Low": 21759.0,
+          "Close": 21760.0,
+          "Volume": 0.01
+        }
+      },
+      {
+        "scenario_id": "017",
+        "features": {
+          "Timestamp": 1495884120.0,
+          "Open": 2128.42,
+          "High": 2129.35,
+          "Low": 2120.0,
+          "Close": 2127.72,
+          "Volume": 30.53804698
+        }
+      },
+      {
+        "scenario_id": "018",
+        "features": {
+          "Timestamp": 1469178960.0,
+          "Open": 665.88,
+          "High": 665.88,
+          "Low": 665.88,
+          "Close": 665.88,
+          "Volume": 0.10742206
+        }
+      },
+      {
+        "scenario_id": "019",
+        "features": {
+          "Timestamp": 1631823900.0,
+          "Open": 48077.22,
+          "High": 48077.22,
+          "Low": 48049.4,
+          "Close": 48049.4,
+          "Volume": 0.07619954
+        }
+      },
+      {
+        "scenario_id": "021",
+        "features": {
+          "Timestamp": 1520106180.0,
+          "Open": 11402.68,
+          "High": 11404.01,
+          "Low": 11402.68,
+          "Close": 11403.0,
+          "Volume": 5.59230043
+        }
+      },
+      {
+        "scenario_id": "022",
+        "features": {
+          "Timestamp": 1495424220.0,
+          "Open": 2020.0,
+          "High": 2022.0,
+          "Low": 2020.0,
+          "Close": 2022.0,
+          "Volume": 0.59120403
+        }
+      },
+      {
+        "scenario_id": "023",
+        "features": {
+          "Timestamp": 1719688020.0,
+          "Open": 60918.0,
+          "High": 60918.0,
+          "Low": 60907.0,
+          "Close": 60907.0,
+          "Volume": 0.02089534
+        }
+      },
+      {
+        "scenario_id": "024",
+        "features": {
+          "Timestamp": 1560589260.0,
+          "Open": 8650.93,
+          "High": 8654.1,
+          "Low": 8650.93,
+          "Close": 8654.1,
+          "Volume": 0.04735502
+        }
+      },
+      {
+        "scenario_id": "026",
+        "features": {
+          "Timestamp": 1534852800.0,
+          "Open": 6395.68,
+          "High": 6403.01,
+          "Low": 6395.68,
+          "Close": 6403.01,
+          "Volume": 1.3126781
+        }
+      },
+      {
+        "scenario_id": "027",
+        "features": {
+          "Timestamp": 1697983980.0,
+          "Open": 29927.0,
+          "High": 29927.0,
+          "Low": 29927.0,
+          "Close": 29927.0,
+          "Volume": 0.02578995
+        }
+      },
+      {
+        "scenario_id": "028",
+        "features": {
+          "Timestamp": 1574570760.0,
+          "Open": 7332.19,
+          "High": 7332.19,
+          "Low": 7319.33,
+          "Close": 7319.37,
+          "Volume": 0.34755974
+        }
+      },
+      {
+        "scenario_id": "029",
+        "features": {
+          "Timestamp": 1657049400.0,
+          "Open": 19426.65,
+          "High": 19429.54,
+          "Low": 19413.15,
+          "Close": 19418.61,
+          "Volume": 0.34250653
+        }
+      },
+      {
+        "scenario_id": "030",
+        "features": {
+          "Timestamp": 1601357700.0,
+          "Open": 10688.26,
+          "High": 10692.8,
+          "Low": 10688.26,
+          "Close": 10692.8,
+          "Volume": 0.58163778
+        }
+      },
+      {
+        "scenario_id": "031",
+        "features": {
+          "Timestamp": 1583723280.0,
+          "Open": 8172.3,
+          "High": 8189.78,
+          "Low": 8172.29,
+          "Close": 8176.58,
+          "Volume": 1.93651475
+        }
+      },
+      {
+        "scenario_id": "032",
+        "features": {
+          "Timestamp": 1488056160.0,
+          "Open": 1159.99,
+          "High": 1159.99,
+          "Low": 1159.99,
+          "Close": 1159.99,
+          "Volume": 0.86282792
+        }
+      },
+      {
+        "scenario_id": "033",
+        "features": {
+          "Timestamp": 1428591540.0,
+          "Open": 242.11,
+          "High": 242.11,
+          "Low": 242.11,
+          "Close": 242.11,
+          "Volume": 0.05036322
+        }
+      },
+      {
+        "scenario_id": "034",
+        "features": {
+          "Timestamp": 1539046560.0,
+          "Open": 6624.3,
+          "High": 6624.31,
+          "Low": 6622.55,
+          "Close": 6622.55,
+          "Volume": 0.24599569
+        }
+      },
+      {
+        "scenario_id": "035",
+        "features": {
+          "Timestamp": 1658266200.0,
+          "Open": 23212.03,
+          "High": 23232.76,
+          "Low": 23212.03,
+          "Close": 23217.06,
+          "Volume": 0.93540449
+        }
+      },
+      {
+        "scenario_id": "036",
+        "features": {
+          "Timestamp": 1719056880.0,
+          "Open": 64445.0,
+          "High": 64445.0,
+          "Low": 64441.0,
+          "Close": 64445.0,
+          "Volume": 0.48363271
+        }
+      },
+      {
+        "scenario_id": "037",
+        "features": {
+          "Timestamp": 1563000960.0,
+          "Open": 11689.4,
+          "High": 11689.4,
+          "Low": 11678.41,
+          "Close": 11688.36,
+          "Volume": 1.83157837
+        }
+      },
+      {
+        "scenario_id": "038",
+        "features": {
+          "Timestamp": 1421388960.0,
+          "Open": 214.42,
+          "High": 214.42,
+          "Low": 213.44,
+          "Close": 213.44,
+          "Volume": 1.52
+        }
+      },
+      {
+        "scenario_id": "039",
+        "features": {
+          "Timestamp": 1716924360.0,
+          "Open": 67847.0,
+          "High": 67880.0,
+          "Low": 67805.0,
+          "Close": 67876.0,
+          "Volume": 2.23539861
+        }
+      },
+      {
+        "scenario_id": "041",
+        "features": {
+          "Timestamp": 1455267900.0,
+          "Open": 378.6,
+          "High": 378.6,
+          "Low": 378.6,
+          "Close": 378.6,
+          "Volume": 1.31748957
+        }
+      },
+      {
+        "scenario_id": "043",
+        "features": {
+          "Timestamp": 1573096620.0,
+          "Open": 9326.65,
+          "High": 9333.52,
+          "Low": 9322.03,
+          "Close": 9333.43,
+          "Volume": 4.02314089
+        }
+      },
+      {
+        "scenario_id": "045",
+        "features": {
+          "Timestamp": 1583401920.0,
+          "Open": 8918.83,
+          "High": 8927.22,
+          "Low": 8914.09,
+          "Close": 8927.22,
+          "Volume": 0.87057402
+        }
+      },
+      {
+        "scenario_id": "046",
+        "features": {
+          "Timestamp": 1682494200.0,
+          "Open": 28338.0,
+          "High": 28345.0,
+          "Low": 28338.0,
+          "Close": 28345.0,
+          "Volume": 0.03317364
+        }
+      },
+      {
+        "scenario_id": "047",
+        "features": {
+          "Timestamp": 1674062340.0,
+          "Open": 21238.0,
+          "High": 21246.0,
+          "Low": 21238.0,
+          "Close": 21246.0,
+          "Volume": 0.05692
+        }
+      },
+      {
+        "scenario_id": "048",
+        "features": {
+          "Timestamp": 1442755080.0,
+          "Open": 231.46,
+          "High": 231.46,
+          "Low": 231.46,
+          "Close": 231.46,
+          "Volume": 2.3072003
+        }
+      },
+      {
+        "scenario_id": "050",
+        "features": {
+          "Timestamp": 1540680180.0,
+          "Open": 6402.0,
+          "High": 6402.0,
+          "Low": 6402.0,
+          "Close": 6402.0,
+          "Volume": 0.002814
+        }
+      },
+      {
+        "scenario_id": "051",
+        "features": {
+          "Timestamp": 1471952340.0,
+          "Open": 584.99,
+          "High": 584.99,
+          "Low": 584.42,
+          "Close": 584.42,
+          "Volume": 5.52857104
+        }
+      },
+      {
+        "scenario_id": "053",
+        "features": {
+          "Timestamp": 1705556160.0,
+          "Open": 42647.0,
+          "High": 42647.0,
+          "Low": 42646.0,
+          "Close": 42646.0,
+          "Volume": 0.019729
+        }
+      },
+      {
+        "scenario_id": "054",
+        "features": {
+          "Timestamp": 1564272900.0,
+          "Open": 9408.67,
+          "High": 9410.38,
+          "Low": 9408.65,
+          "Close": 9410.38,
+          "Volume": 0.99133168
+        }
+      },
+      {
+        "scenario_id": "055",
+        "features": {
+          "Timestamp": 1515704220.0,
+          "Open": 13950.08,
+          "High": 13989.99,
+          "Low": 13932.0,
+          "Close": 13989.85,
+          "Volume": 10.09282894
+        }
+      },
+      {
+        "scenario_id": "056",
+        "features": {
+          "Timestamp": 1382683440.0,
+          "Open": 191.06,
+          "High": 191.06,
+          "Low": 191.0,
+          "Close": 191.0,
+          "Volume": 1.62318419
+        }
+      },
+      {
+        "scenario_id": "057",
+        "features": {
+          "Timestamp": 1687835580.0,
+          "Open": 30232.0,
+          "High": 30232.0,
+          "Low": 30231.0,
+          "Close": 30232.0,
+          "Volume": 0.36986207
+        }
+      },
+      {
+        "scenario_id": "059",
+        "features": {
+          "Timestamp": 1580576820.0,
+          "Open": 9336.85,
+          "High": 9344.8,
+          "Low": 9332.66,
+          "Close": 9332.66,
+          "Volume": 0.7262092
+        }
+      },
+      {
+        "scenario_id": "060",
+        "features": {
+          "Timestamp": 1631295540.0,
+          "Open": 45900.01,
+          "High": 45901.03,
+          "Low": 45842.88,
+          "Close": 45842.88,
+          "Volume": 2.10144495
+        }
+      },
+      {
+        "scenario_id": "061",
+        "features": {
+          "Timestamp": 1651982700.0,
+          "Open": 35395.25,
+          "High": 35408.03,
+          "Low": 35386.6,
+          "Close": 35396.25,
+          "Volume": 0.61626806
+        }
+      },
+      {
+        "scenario_id": "062",
+        "features": {
+          "Timestamp": 1582588200.0,
+          "Open": 9576.87,
+          "High": 9586.03,
+          "Low": 9558.42,
+          "Close": 9558.42,
+          "Volume": 11.81940467
+        }
+      },
+      {
+        "scenario_id": "063",
+        "features": {
+          "Timestamp": 1704821880.0,
+          "Open": 46650.0,
+          "High": 46710.0,
+          "Low": 46645.0,
+          "Close": 46710.0,
+          "Volume": 0.48914225
+        }
+      },
+      {
+        "scenario_id": "064",
+        "features": {
+          "Timestamp": 1374543660.0,
+          "Open": 86.02,
+          "High": 86.02,
+          "Low": 86.01,
+          "Close": 86.01,
+          "Volume": 46.004639
+        }
+      },
+      {
+        "scenario_id": "066",
+        "features": {
+          "Timestamp": 1721561760.0,
+          "Open": 66726.0,
+          "High": 66726.0,
+          "Low": 66718.0,
+          "Close": 66721.0,
+          "Volume": 0.11421943
+        }
+      },
+      {
+        "scenario_id": "067",
+        "features": {
+          "Timestamp": 1392421740.0,
+          "Open": 674.03,
+          "High": 674.03,
+          "Low": 674.01,
+          "Close": 674.01,
+          "Volume": 1.06871231
+        }
+      },
+      {
+        "scenario_id": "068",
+        "features": {
+          "Timestamp": 1650975420.0,
+          "Open": 40643.83,
+          "High": 40647.99,
+          "Low": 40623.69,
+          "Close": 40647.99,
+          "Volume": 1.48372703
+        }
+      },
+      {
+        "scenario_id": "069",
+        "features": {
+          "Timestamp": 1466640480.0,
+          "Open": 618.77,
+          "High": 618.77,
+          "Low": 618.77,
+          "Close": 618.77,
+          "Volume": 0.025
+        }
+      },
+      {
+        "scenario_id": "071",
+        "features": {
+          "Timestamp": 1652975040.0,
+          "Open": 29362.24,
+          "High": 29362.24,
+          "Low": 29348.99,
+          "Close": 29348.99,
+          "Volume": 0.18752514
+        }
+      },
+      {
+        "scenario_id": "073",
+        "features": {
+          "Timestamp": 1468993140.0,
+          "Open": 672.92,
+          "High": 672.92,
+          "Low": 672.92,
+          "Close": 672.92,
+          "Volume": 0.06
+        }
+      },
+      {
+        "scenario_id": "074",
+        "features": {
+          "Timestamp": 1654906560.0,
+          "Open": 29112.78,
+          "High": 29146.96,
+          "Low": 29112.78,
+          "Close": 29144.28,
+          "Volume": 1.21049397
+        }
+      },
+      {
+        "scenario_id": "076",
+        "features": {
+          "Timestamp": 1665625200.0,
+          "Open": 19190.0,
+          "High": 19191.0,
+          "Low": 19190.0,
+          "Close": 19191.0,
+          "Volume": 0.02668
+        }
+      },
+      {
+        "scenario_id": "077",
+        "features": {
+          "Timestamp": 1421558580.0,
+          "Open": 199.99,
+          "High": 199.99,
+          "Low": 199.99,
+          "Close": 199.99,
+          "Volume": 2.984
+        }
+      },
+      {
+        "scenario_id": "078",
+        "features": {
+          "Timestamp": 1503430380.0,
+          "Open": 3917.19,
+          "High": 3917.19,
+          "Low": 3911.18,
+          "Close": 3911.18,
+          "Volume": 0.58095655
+        }
+      },
+      {
+        "scenario_id": "080",
+        "features": {
+          "Timestamp": 1641014700.0,
+          "Open": 46373.35,
+          "High": 46383.69,
+          "Low": 46373.35,
+          "Close": 46374.44,
+          "Volume": 0.05699355
+        }
+      },
+      {
+        "scenario_id": "082",
+        "features": {
+          "Timestamp": 1445927040.0,
+          "Open": 290.86,
+          "High": 290.86,
+          "Low": 290.86,
+          "Close": 290.86,
+          "Volume": 0.1913
+        }
+      },
+      {
+        "scenario_id": "083",
+        "features": {
+          "Timestamp": 1601785440.0,
+          "Open": 10559.02,
+          "High": 10559.02,
+          "Low": 10559.02,
+          "Close": 10559.02,
+          "Volume": 0.00717748
+        }
+      },
+      {
+        "scenario_id": "084",
+        "features": {
+          "Timestamp": 1453344540.0,
+          "Open": 407.46,
+          "High": 407.46,
+          "Low": 407.21,
+          "Close": 407.21,
+          "Volume": 2.54599658
+        }
+      },
+      {
+        "scenario_id": "086",
+        "features": {
+          "Timestamp": 1701780600.0,
+          "Open": 41536.0,
+          "High": 41536.0,
+          "Low": 41489.0,
+          "Close": 41489.0,
+          "Volume": 0.24353199
+        }
+      },
+      {
+        "scenario_id": "087",
+        "features": {
+          "Timestamp": 1595440440.0,
+          "Open": 9332.59,
+          "High": 9335.31,
+          "Low": 9332.41,
+          "Close": 9335.31,
+          "Volume": 0.69137581
+        }
+      },
+      {
+        "scenario_id": "088",
+        "features": {
+          "Timestamp": 1687299060.0,
+          "Open": 27830.0,
+          "High": 27897.0,
+          "Low": 27830.0,
+          "Close": 27890.0,
+          "Volume": 13.15825874
+        }
+      },
+      {
+        "scenario_id": "089",
+        "features": {
+          "Timestamp": 1380293580.0,
+          "Open": 125.12,
+          "High": 125.12,
+          "Low": 125.12,
+          "Close": 125.12,
+          "Volume": 0.0959
+        }
+      },
+      {
+        "scenario_id": "090",
+        "features": {
+          "Timestamp": 1480925820.0,
+          "Open": 757.95,
+          "High": 757.95,
+          "Low": 757.95,
+          "Close": 757.95,
+          "Volume": 0.08823961
+        }
+      },
+      {
+        "scenario_id": "091",
+        "features": {
+          "Timestamp": 1723844280.0,
+          "Open": 58791.0,
+          "High": 58791.0,
+          "Low": 58750.0,
+          "Close": 58779.0,
+          "Volume": 0.72868526
+        }
+      },
+      {
+        "scenario_id": "092",
+        "features": {
+          "Timestamp": 1671758880.0,
+          "Open": 16782.0,
+          "High": 16785.0,
+          "Low": 16768.0,
+          "Close": 16785.0,
+          "Volume": 6.99759924
+        }
+      },
+      {
+        "scenario_id": "093",
+        "features": {
+          "Timestamp": 1493333100.0,
+          "Open": 1324.17,
+          "High": 1327.37,
+          "Low": 1324.0,
+          "Close": 1327.37,
+          "Volume": 3.40958987
+        }
+      },
+      {
+        "scenario_id": "094",
+        "features": {
+          "Timestamp": 1717487940.0,
+          "Open": 69146.0,
+          "High": 69146.0,
+          "Low": 69146.0,
+          "Close": 69146.0,
+          "Volume": 0.00139
+        }
+      },
+      {
+        "scenario_id": "095",
+        "features": {
+          "Timestamp": 1458013920.0,
+          "Open": 414.97,
+          "High": 414.97,
+          "Low": 414.97,
+          "Close": 414.97,
+          "Volume": 0.06216627
+        }
+      },
+      {
+        "scenario_id": "096",
+        "features": {
+          "Timestamp": 1458518100.0,
+          "Open": 411.49,
+          "High": 411.49,
+          "Low": 410.53,
+          "Close": 411.37,
+          "Volume": 6.78016138
+        }
+      },
+      {
+        "scenario_id": "097",
+        "features": {
+          "Timestamp": 1680666000.0,
+          "Open": 28100.0,
+          "High": 28104.0,
+          "Low": 28095.0,
+          "Close": 28104.0,
+          "Volume": 1.59937192
+        }
+      },
+      {
+        "scenario_id": "099",
+        "features": {
+          "Timestamp": 1563445200.0,
+          "Open": 9896.96,
+          "High": 9896.96,
+          "Low": 9877.57,
+          "Close": 9884.63,
+          "Volume": 14.38905017
+        }
+      },
+      {
+        "scenario_id": "100",
+        "features": {
+          "Timestamp": 1550845680.0,
+          "Open": 3918.37,
+          "High": 3918.37,
+          "Low": 3918.37,
+          "Close": 3918.37,
+          "Volume": 5.361
+        }
+      },
+      {
+        "scenario_id": "102",
+        "features": {
+          "Timestamp": 1599407400.0,
+          "Open": 10238.96,
+          "High": 10239.7,
+          "Low": 10231.6,
+          "Close": 10231.6,
+          "Volume": 2.13164644
+        }
+      },
+      {
+        "scenario_id": "103",
+        "features": {
+          "Timestamp": 1627340940.0,
+          "Open": 39937.51,
+          "High": 40247.66,
+          "Low": 39934.09,
+          "Close": 40209.11,
+          "Volume": 37.02803
+        }
+      },
+      {
+        "scenario_id": "104",
+        "features": {
+          "Timestamp": 1600463940.0,
+          "Open": 10878.19,
+          "High": 10883.72,
+          "Low": 10878.19,
+          "Close": 10879.59,
+          "Volume": 7.08048822
+        }
+      },
+      {
+        "scenario_id": "105",
+        "features": {
+          "Timestamp": 1620217680.0,
+          "Open": 55119.0,
+          "High": 55261.53,
+          "Low": 55118.7,
+          "Close": 55243.32,
+          "Volume": 1.75964648
+        }
+      },
+      {
+        "scenario_id": "106",
+        "features": {
+          "Timestamp": 1543034100.0,
+          "Open": 4279.62,
+          "High": 4284.37,
+          "Low": 4279.62,
+          "Close": 4284.37,
+          "Volume": 2.04562135
+        }
+      },
+      {
+        "scenario_id": "108",
+        "features": {
+          "Timestamp": 1677486360.0,
+          "Open": 23616.0,
+          "High": 23616.0,
+          "Low": 23606.0,
+          "Close": 23607.0,
+          "Volume": 0.62215787
+        }
+      },
+      {
+        "scenario_id": "109",
+        "features": {
+          "Timestamp": 1611162000.0,
+          "Open": 34401.34,
+          "High": 34401.34,
+          "Low": 34304.86,
+          "Close": 34304.86,
+          "Volume": 60.07808943
+        }
+      },
+      {
+        "scenario_id": "110",
+        "features": {
+          "Timestamp": 1422242700.0,
+          "Open": 256.01,
+          "High": 256.01,
+          "Low": 255.58,
+          "Close": 256.0,
+          "Volume": 70.37220727
+        }
+      },
+      {
+        "scenario_id": "111",
+        "features": {
+          "Timestamp": 1432448880.0,
+          "Open": 238.99,
+          "High": 238.99,
+          "Low": 238.99,
+          "Close": 238.99,
+          "Volume": 0.109
+        }
+      },
+      {
+        "scenario_id": "112",
+        "features": {
+          "Timestamp": 1666127340.0,
+          "Open": 19391.0,
+          "High": 19392.0,
+          "Low": 19391.0,
+          "Close": 19392.0,
+          "Volume": 0.02472
+        }
+      },
+      {
+        "scenario_id": "113",
+        "features": {
+          "Timestamp": 1706272860.0,
+          "Open": 39917.0,
+          "High": 39932.0,
+          "Low": 39917.0,
+          "Close": 39921.0,
+          "Volume": 1.08105754
+        }
+      },
+      {
+        "scenario_id": "114",
+        "features": {
+          "Timestamp": 1675974720.0,
+          "Open": 22629.0,
+          "High": 22640.0,
+          "Low": 22629.0,
+          "Close": 22640.0,
+          "Volume": 0.03646
+        }
+      },
+      {
+        "scenario_id": "115",
+        "features": {
+          "Timestamp": 1731366000.0,
+          "Open": 88101.0,
+          "High": 88325.0,
+          "Low": 88101.0,
+          "Close": 88325.0,
+          "Volume": 12.29572555
+        }
+      },
+      {
+        "scenario_id": "116",
+        "features": {
+          "Timestamp": 1370344440.0,
+          "Open": 122.74,
+          "High": 122.74,
+          "Low": 122.74,
+          "Close": 122.74,
+          "Volume": 1.0
+        }
+      },
+      {
+        "scenario_id": "117",
+        "features": {
+          "Timestamp": 1494946020.0,
+          "Open": 1727.63,
+          "High": 1729.9,
+          "Low": 1724.37,
+          "Close": 1724.41,
+          "Volume": 5.17524851
+        }
+      },
+      {
+        "scenario_id": "118",
+        "features": {
+          "Timestamp": 1601162880.0,
+          "Open": 10721.51,
+          "High": 10721.51,
+          "Low": 10721.51,
+          "Close": 10721.51,
+          "Volume": 0.01101836
+        }
+      },
+      {
+        "scenario_id": "119",
+        "features": {
+          "Timestamp": 1672087920.0,
+          "Open": 16803.0,
+          "High": 16803.0,
+          "Low": 16801.0,
+          "Close": 16803.0,
+          "Volume": 32.95380233
+        }
+      },
+      {
+        "scenario_id": "120",
+        "features": {
+          "Timestamp": 1611962460.0,
+          "Open": 35247.76,
+          "High": 35297.17,
+          "Low": 35237.44,
+          "Close": 35297.17,
+          "Volume": 4.76017882
+        }
+      },
+      {
+        "scenario_id": "121",
+        "features": {
+          "Timestamp": 1582626600.0,
+          "Open": 9540.57,
+          "High": 9553.31,
+          "Low": 9540.57,
+          "Close": 9541.0,
+          "Volume": 0.3128013
+        }
+      },
+      {
+        "scenario_id": "122",
+        "features": {
+          "Timestamp": 1440584280.0,
+          "Open": 222.79,
+          "High": 222.79,
+          "Low": 222.79,
+          "Close": 222.79,
+          "Volume": 1.4500971
+        }
+      },
+      {
+        "scenario_id": "124",
+        "features": {
+          "Timestamp": 1624147740.0,
+          "Open": 35973.66,
+          "High": 35973.66,
+          "Low": 35938.47,
+          "Close": 35951.74,
+          "Volume": 1.51769
+        }
+      },
+      {
+        "scenario_id": "125",
+        "features": {
+          "Timestamp": 1530227400.0,
+          "Open": 6105.07,
+          "High": 6105.07,
+          "Low": 6099.67,
+          "Close": 6103.99,
+          "Volume": 1.1942788
+        }
+      },
+      {
+        "scenario_id": "126",
+        "features": {
+          "Timestamp": 1613695380.0,
+          "Open": 51996.77,
+          "High": 52002.73,
+          "Low": 51978.02,
+          "Close": 51978.02,
+          "Volume": 1.34395395
+        }
+      },
+      {
+        "scenario_id": "127",
+        "features": {
+          "Timestamp": 1598244120.0,
+          "Open": 11616.62,
+          "High": 11626.96,
+          "Low": 11616.51,
+          "Close": 11617.74,
+          "Volume": 0.10089208
+        }
+      },
+      {
+        "scenario_id": "128",
+        "features": {
+          "Timestamp": 1435156680.0,
+          "Open": 242.87,
+          "High": 243.0,
+          "Low": 242.87,
+          "Close": 242.87,
+          "Volume": 0.62280975
+        }
+      },
+      {
+        "scenario_id": "130",
+        "features": {
+          "Timestamp": 1499303940.0,
+          "Open": 2599.41,
+          "High": 2599.41,
+          "Low": 2593.02,
+          "Close": 2593.02,
+          "Volume": 13.17894511
+        }
+      },
+      {
+        "scenario_id": "131",
+        "features": {
+          "Timestamp": 1486571220.0,
+          "Open": 1045.44,
+          "High": 1045.44,
+          "Low": 1045.44,
+          "Close": 1045.44,
+          "Volume": 0.2
+        }
+      },
+      {
+        "scenario_id": "132",
+        "features": {
+          "Timestamp": 1655669460.0,
+          "Open": 19636.12,
+          "High": 19659.48,
+          "Low": 19608.47,
+          "Close": 19620.46,
+          "Volume": 3.89819972
+        }
+      },
+      {
+        "scenario_id": "133",
+        "features": {
+          "Timestamp": 1524897300.0,
+          "Open": 9092.99,
+          "High": 9099.55,
+          "Low": 9087.81,
+          "Close": 9095.41,
+          "Volume": 0.95008175
+        }
+      },
+      {
+        "scenario_id": "134",
+        "features": {
+          "Timestamp": 1546602840.0,
+          "Open": 3799.59,
+          "High": 3803.25,
+          "Low": 3799.59,
+          "Close": 3803.25,
+          "Volume": 2.37719709
+        }
+      },
+      {
+        "scenario_id": "136",
+        "features": {
+          "Timestamp": 1716302700.0,
+          "Open": 71096.0,
+          "High": 71109.0,
+          "Low": 71090.0,
+          "Close": 71098.0,
+          "Volume": 0.11545257
+        }
+      },
+      {
+        "scenario_id": "137",
+        "features": {
+          "Timestamp": 1474159740.0,
+          "Open": 604.44,
+          "High": 604.44,
+          "Low": 604.44,
+          "Close": 604.44,
+          "Volume": 0.15508906
+        }
+      },
+      {
+        "scenario_id": "139",
+        "features": {
+          "Timestamp": 1410751200.0,
+          "Open": 474.6,
+          "High": 475.26,
+          "Low": 474.05,
+          "Close": 475.26,
+          "Volume": 4.65028682
+        }
+      },
+      {
+        "scenario_id": "140",
+        "features": {
+          "Timestamp": 1645809900.0,
+          "Open": 38865.33,
+          "High": 38865.33,
+          "Low": 38832.85,
+          "Close": 38847.01,
+          "Volume": 0.08732053
+        }
+      },
+      {
+        "scenario_id": "141",
+        "features": {
+          "Timestamp": 1698180480.0,
+          "Open": 33984.0,
+          "High": 34000.0,
+          "Low": 33962.0,
+          "Close": 33969.0,
+          "Volume": 3.85349161
+        }
+      },
+      {
+        "scenario_id": "143",
+        "features": {
+          "Timestamp": 1492642260.0,
+          "Open": 1205.28,
+          "High": 1205.4,
+          "Low": 1205.28,
+          "Close": 1205.4,
+          "Volume": 1.66
+        }
+      },
+      {
+        "scenario_id": "144",
+        "features": {
+          "Timestamp": 1703029080.0,
+          "Open": 42097.0,
+          "High": 42125.0,
+          "Low": 42091.0,
+          "Close": 42110.0,
+          "Volume": 1.09450145
+        }
+      },
+      {
+        "scenario_id": "145",
+        "features": {
+          "Timestamp": 1711865640.0,
+          "Open": 70117.0,
+          "High": 70117.0,
+          "Low": 70117.0,
+          "Close": 70117.0,
+          "Volume": 0.00275
+        }
+      },
+      {
+        "scenario_id": "146",
+        "features": {
+          "Timestamp": 1396895340.0,
+          "Open": 452.7,
+          "High": 454.9,
+          "Low": 452.7,
+          "Close": 452.7,
+          "Volume": 1.44868
+        }
+      },
+      {
+        "scenario_id": "147",
+        "features": {
+          "Timestamp": 1520017140.0,
+          "Open": 10963.44,
+          "High": 10974.0,
+          "Low": 10960.0,
+          "Close": 10960.0,
+          "Volume": 1.72732712
+        }
+      },
+      {
+        "scenario_id": "148",
+        "features": {
+          "Timestamp": 1652663640.0,
+          "Open": 30924.62,
+          "High": 30938.43,
+          "Low": 30915.58,
+          "Close": 30938.43,
+          "Volume": 0.76392543
+        }
+      },
+      {
+        "scenario_id": "149",
+        "features": {
+          "Timestamp": 1630770060.0,
+          "Open": 49879.05,
+          "High": 49906.35,
+          "Low": 49879.05,
+          "Close": 49906.35,
+          "Volume": 0.20627067
+        }
+      },
+      {
+        "scenario_id": "150",
+        "features": {
+          "Timestamp": 1407526140.0,
+          "Open": 591.97,
+          "High": 591.97,
+          "Low": 591.97,
+          "Close": 591.97,
+          "Volume": 0.0255
+        }
+      },
+      {
+        "scenario_id": "151",
+        "features": {
+          "Timestamp": 1699310940.0,
+          "Open": 34949.0,
+          "High": 34960.0,
+          "Low": 34949.0,
+          "Close": 34960.0,
+          "Volume": 0.07486397
+        }
+      },
+      {
+        "scenario_id": "152",
+        "features": {
+          "Timestamp": 1450810260.0,
+          "Open": 437.39,
+          "High": 437.39,
+          "Low": 437.39,
+          "Close": 437.39,
+          "Volume": 0.09772716
+        }
+      },
+      {
+        "scenario_id": "153",
+        "features": {
+          "Timestamp": 1579716060.0,
+          "Open": 8640.66,
+          "High": 8650.39,
+          "Low": 8640.66,
+          "Close": 8650.39,
+          "Volume": 0.0416474
+        }
+      },
+      {
+        "scenario_id": "154",
+        "features": {
+          "Timestamp": 1589247480.0,
+          "Open": 8616.41,
+          "High": 8622.99,
+          "Low": 8614.21,
+          "Close": 8615.36,
+          "Volume": 5.75637555
+        }
+      },
+      {
+        "scenario_id": "156",
+        "features": {
+          "Timestamp": 1389239880.0,
+          "Open": 813.68,
+          "High": 813.68,
+          "Low": 813.0,
+          "Close": 813.0,
+          "Volume": 0.73511056
+        }
+      },
+      {
+        "scenario_id": "157",
+        "features": {
+          "Timestamp": 1451083500.0,
+          "Open": 454.17,
+          "High": 454.43,
+          "Low": 453.38,
+          "Close": 453.38,
+          "Volume": 0.40898079
+        }
+      },
+      {
+        "scenario_id": "159",
+        "features": {
+          "Timestamp": 1582751940.0,
+          "Open": 8849.81,
+          "High": 8849.81,
+          "Low": 8815.0,
+          "Close": 8822.94,
+          "Volume": 56.97254756
+        }
+      },
+      {
+        "scenario_id": "160",
+        "features": {
+          "Timestamp": 1594559280.0,
+          "Open": 9249.55,
+          "High": 9249.55,
+          "Low": 9249.55,
+          "Close": 9249.55,
+          "Volume": 0.00654691
+        }
+      },
+      {
+        "scenario_id": "161",
+        "features": {
+          "Timestamp": 1699282380.0,
+          "Open": 35081.0,
+          "High": 35085.0,
+          "Low": 35076.0,
+          "Close": 35085.0,
+          "Volume": 0.04563376
+        }
+      },
+      {
+        "scenario_id": "162",
+        "features": {
+          "Timestamp": 1369856340.0,
+          "Open": 126.56,
+          "High": 127.28,
+          "Low": 126.56,
+          "Close": 127.28,
+          "Volume": 1.06316122
+        }
+      },
+      {
+        "scenario_id": "163",
+        "features": {
+          "Timestamp": 1415844420.0,
+          "Open": 425.72,
+          "High": 425.99,
+          "Low": 425.72,
+          "Close": 425.99,
+          "Volume": 34.22
+        }
+      },
+      {
+        "scenario_id": "166",
+        "features": {
+          "Timestamp": 1564046760.0,
+          "Open": 10093.15,
+          "High": 10093.15,
+          "Low": 10093.15,
+          "Close": 10093.15,
+          "Volume": 0.03386839
+        }
+      },
+      {
+        "scenario_id": "167",
+        "features": {
+          "Timestamp": 1448636700.0,
+          "Open": 360.99,
+          "High": 361.93,
+          "Low": 360.99,
+          "Close": 361.93,
+          "Volume": 0.41945
+        }
+      },
+      {
+        "scenario_id": "168",
+        "features": {
+          "Timestamp": 1408447080.0,
+          "Open": 480.64,
+          "High": 483.68,
+          "Low": 480.64,
+          "Close": 483.68,
+          "Volume": 3.80224496
+        }
+      },
+      {
+        "scenario_id": "169",
+        "features": {
+          "Timestamp": 1630754040.0,
+          "Open": 50275.43,
+          "High": 50275.43,
+          "Low": 50249.23,
+          "Close": 50264.39,
+          "Volume": 0.04360092
+        }
+      },
+      {
+        "scenario_id": "170",
+        "features": {
+          "Timestamp": 1591108740.0,
+          "Open": 10126.78,
+          "High": 10128.63,
+          "Low": 10120.44,
+          "Close": 10125.68,
+          "Volume": 0.83324555
+        }
+      },
+      {
+        "scenario_id": "171",
+        "features": {
+          "Timestamp": 1503231960.0,
+          "Open": 4109.06,
+          "High": 4109.12,
+          "Low": 4109.06,
+          "Close": 4109.12,
+          "Volume": 0.06557344
+        }
+      },
+      {
+        "scenario_id": "172",
+        "features": {
+          "Timestamp": 1668481980.0,
+          "Open": 16391.0,
+          "High": 16396.0,
+          "Low": 16387.0,
+          "Close": 16391.0,
+          "Volume": 0.77594263
+        }
+      },
+      {
+        "scenario_id": "173",
+        "features": {
+          "Timestamp": 1526869500.0,
+          "Open": 8521.45,
+          "High": 8521.67,
+          "Low": 8510.97,
+          "Close": 8519.63,
+          "Volume": 0.6044367
+        }
+      },
+      {
+        "scenario_id": "174",
+        "features": {
+          "Timestamp": 1408968480.0,
+          "Open": 497.62,
+          "High": 497.62,
+          "Low": 497.31,
+          "Close": 497.61,
+          "Volume": 4.356
+        }
+      },
+      {
+        "scenario_id": "176",
+        "features": {
+          "Timestamp": 1366304760.0,
+          "Open": 92.34,
+          "High": 92.34,
+          "Low": 91.97,
+          "Close": 91.97,
+          "Volume": 0.81557288
+        }
+      },
+      {
+        "scenario_id": "177",
+        "features": {
+          "Timestamp": 1526337900.0,
+          "Open": 8731.92,
+          "High": 8739.95,
+          "Low": 8726.23,
+          "Close": 8739.77,
+          "Volume": 29.49669428
+        }
+      },
+      {
+        "scenario_id": "179",
+        "features": {
+          "Timestamp": 1393316460.0,
+          "Open": 501.73,
+          "High": 501.73,
+          "Low": 480.1,
+          "Close": 483.93,
+          "Volume": 173.66017834
+        }
+      },
+      {
+        "scenario_id": "181",
+        "features": {
+          "Timestamp": 1496050500.0,
+          "Open": 2159.72,
+          "High": 2159.72,
+          "Low": 2154.99,
+          "Close": 2154.99,
+          "Volume": 3.75254461
+        }
+      },
+      {
+        "scenario_id": "182",
+        "features": {
+          "Timestamp": 1395683340.0,
+          "Open": 565.9,
+          "High": 566.94,
+          "Low": 565.9,
+          "Close": 566.94,
+          "Volume": 0.202
+        }
+      },
+      {
+        "scenario_id": "183",
+        "features": {
+          "Timestamp": 1588764840.0,
+          "Open": 9035.46,
+          "High": 9040.24,
+          "Low": 9030.35,
+          "Close": 9030.35,
+          "Volume": 3.85163428
+        }
+      },
+      {
+        "scenario_id": "184",
+        "features": {
+          "Timestamp": 1386551640.0,
+          "Open": 745.0,
+          "High": 745.0,
+          "Low": 743.27,
+          "Close": 743.27,
+          "Volume": 74.75328995
+        }
+      },
+      {
+        "scenario_id": "185",
+        "features": {
+          "Timestamp": 1554466440.0,
+          "Open": 4955.42,
+          "High": 4956.7,
+          "Low": 4954.89,
+          "Close": 4954.89,
+          "Volume": 0.35735062
+        }
+      },
+      {
+        "scenario_id": "186",
+        "features": {
+          "Timestamp": 1637490180.0,
+          "Open": 58744.07,
+          "High": 58751.73,
+          "Low": 58742.92,
+          "Close": 58746.58,
+          "Volume": 1.00564964
+        }
+      },
+      {
+        "scenario_id": "187",
+        "features": {
+          "Timestamp": 1535620800.0,
+          "Open": 7001.94,
+          "High": 7003.0,
+          "Low": 7001.73,
+          "Close": 7003.0,
+          "Volume": 5.43400935
+        }
+      },
+      {
+        "scenario_id": "188",
+        "features": {
+          "Timestamp": 1681911780.0,
+          "Open": 29277.0,
+          "High": 29299.0,
+          "Low": 29277.0,
+          "Close": 29293.0,
+          "Volume": 11.11637582
+        }
+      },
+      {
+        "scenario_id": "189",
+        "features": {
+          "Timestamp": 1694788740.0,
+          "Open": 26620.0,
+          "High": 26620.0,
+          "Low": 26618.0,
+          "Close": 26620.0,
+          "Volume": 0.09339385
+        }
+      },
+      {
+        "scenario_id": "191",
+        "features": {
+          "Timestamp": 1739115060.0,
+          "Open": 96372.0,
+          "High": 96408.0,
+          "Low": 96361.0,
+          "Close": 96401.0,
+          "Volume": 0.3338392
+        }
+      },
+      {
+        "scenario_id": "192",
+        "features": {
+          "Timestamp": 1601618700.0,
+          "Open": 10590.45,
+          "High": 10594.63,
+          "Low": 10590.45,
+          "Close": 10594.63,
+          "Volume": 0.12089925
+        }
+      },
+      {
+        "scenario_id": "193",
+        "features": {
+          "Timestamp": 1560382020.0,
+          "Open": 8172.0,
+          "High": 8173.85,
+          "Low": 8171.57,
+          "Close": 8171.68,
+          "Volume": 4.45684333
+        }
+      },
+      {
+        "scenario_id": "194",
+        "features": {
+          "Timestamp": 1486940400.0,
+          "Open": 1000.08,
+          "High": 1000.08,
+          "Low": 1000.08,
+          "Close": 1000.08,
+          "Volume": 27.20038477
+        }
+      },
+      {
+        "scenario_id": "196",
+        "features": {
+          "Timestamp": 1607862360.0,
+          "Open": 19121.88,
+          "High": 19122.13,
+          "Low": 19111.63,
+          "Close": 19122.13,
+          "Volume": 1.18601
+        }
+      },
+      {
+        "scenario_id": "197",
+        "features": {
+          "Timestamp": 1471573020.0,
+          "Open": 573.03,
+          "High": 573.23,
+          "Low": 573.02,
+          "Close": 573.23,
+          "Volume": 3.647722
+        }
+      },
+      {
+        "scenario_id": "198",
+        "features": {
+          "Timestamp": 1450866240.0,
+          "Open": 438.41,
+          "High": 438.41,
+          "Low": 438.16,
+          "Close": 438.16,
+          "Volume": 0.23489974
+        }
+      },
+      {
+        "scenario_id": "199",
+        "features": {
+          "Timestamp": 1696337880.0,
+          "Open": 27593.0,
+          "High": 27599.0,
+          "Low": 27593.0,
+          "Close": 27599.0,
+          "Volume": 0.18592112
+        }
+      },
+      {
+        "scenario_id": "200",
+        "features": {
+          "Timestamp": 1424003100.0,
+          "Open": 259.23,
+          "High": 259.5,
+          "Low": 259.23,
+          "Close": 259.5,
+          "Volume": 0.43798499
+        }
+      }
+    ],
+    "target_column": "Volume",
+    "task_sub_type": "regression",
+    "ranking_ground_truth": {
+      "top_k_ids": [
+        "001",
+        "005",
+        "014"
+      ]
     },
-    "final_decision": {},
-    "what_if": {},
-    "ground_truth": {
-        "extracted_features": [
-            {
-                "scenario_id": "001",
-                "features": {
-                    "Timestamp": 1403957100.0,
-                    "Open": 596.0,
-                    "High": 596.0,
-                    "Low": 596.0,
-                    "Close": 596.0,
-                    "Volume": 0.0
-                }
-            },
-            {
-                "scenario_id": "002",
-                "features": {
-                    "Timestamp": 1469379540.0,
-                    "Open": 652.49,
-                    "High": 654.39,
-                    "Low": 652.31,
-                    "Close": 654.39,
-                    "Volume": 6.11609531
-                }
-            },
-            {
-                "scenario_id": "003",
-                "features": {
-                    "Timestamp": 1625985240.0,
-                    "Open": 33608.88,
-                    "High": 33610.94,
-                    "Low": 33596.05,
-                    "Close": 33596.05,
-                    "Volume": 0.43128259
-                }
-            },
-            {
-                "scenario_id": "004",
-                "features": {
-                    "Timestamp": 1495447500.0,
-                    "Open": 2099.43,
-                    "High": 2099.43,
-                    "Low": 2099.42,
-                    "Close": 2099.42,
-                    "Volume": 0.1529617
-                }
-            },
-            {
-                "scenario_id": "005",
-                "features": {
-                    "Timestamp": 1439805120.0,
-                    "Open": 258.77,
-                    "High": 258.77,
-                    "Low": 258.77,
-                    "Close": 258.77,
-                    "Volume": 0.0
-                }
-            },
-            {
-                "scenario_id": "006",
-                "features": {
-                    "Timestamp": 1609060680.0,
-                    "Open": 26715.22,
-                    "High": 26715.22,
-                    "Low": 26702.55,
-                    "Close": 26703.88,
-                    "Volume": 0.03274
-                }
-            },
-            {
-                "scenario_id": "007",
-                "features": {
-                    "Timestamp": 1720966560.0,
-                    "Open": 60170.0,
-                    "High": 60170.0,
-                    "Low": 60150.0,
-                    "Close": 60159.0,
-                    "Volume": 0.01452993
-                }
-            },
-            {
-                "scenario_id": "008",
-                "features": {
-                    "Timestamp": 1689153600.0,
-                    "Open": 30651.0,
-                    "High": 30652.0,
-                    "Low": 30651.0,
-                    "Close": 30652.0,
-                    "Volume": 0.01333343
-                }
-            },
-            {
-                "scenario_id": "009",
-                "features": {
-                    "Timestamp": 1447783080.0,
-                    "Open": 337.47,
-                    "High": 337.5,
-                    "Low": 337.46,
-                    "Close": 337.5,
-                    "Volume": 15.15744415
-                }
-            },
-            {
-                "scenario_id": "010",
-                "features": {
-                    "Timestamp": 1460548380.0,
-                    "Open": 424.11,
-                    "High": 424.11,
-                    "Low": 424.11,
-                    "Close": 424.11,
-                    "Volume": 0.01921
-                }
-            },
-            {
-                "scenario_id": "011",
-                "features": {
-                    "Timestamp": 1385834280.0,
-                    "Open": 1139.99,
-                    "High": 1141.97,
-                    "Low": 1139.99,
-                    "Close": 1141.97,
-                    "Volume": 3.050065
-                }
-            },
-            {
-                "scenario_id": "012",
-                "features": {
-                    "Timestamp": 1559955420.0,
-                    "Open": 7955.25,
-                    "High": 7960.8,
-                    "Low": 7954.23,
-                    "Close": 7954.32,
-                    "Volume": 9.15848854
-                }
-            },
-            {
-                "scenario_id": "013",
-                "features": {
-                    "Timestamp": 1508434260.0,
-                    "Open": 5684.99,
-                    "High": 5694.42,
-                    "Low": 5684.99,
-                    "Close": 5688.65,
-                    "Volume": 0.79014934
-                }
-            },
-            {
-                "scenario_id": "014",
-                "features": {
-                    "Timestamp": 1351194060.0,
-                    "Open": 10.91,
-                    "High": 10.91,
-                    "Low": 10.91,
-                    "Close": 10.91,
-                    "Volume": 0.0
-                }
-            },
-            {
-                "scenario_id": "015",
-                "features": {
-                    "Timestamp": 1585542240.0,
-                    "Open": 5903.48,
-                    "High": 5903.48,
-                    "Low": 5895.6,
-                    "Close": 5898.71,
-                    "Volume": 2.28677286
-                }
-            },
-            {
-                "scenario_id": "016",
-                "features": {
-                    "Timestamp": 1678352520.0,
-                    "Open": 21759.0,
-                    "High": 21760.0,
-                    "Low": 21759.0,
-                    "Close": 21760.0,
-                    "Volume": 0.01
-                }
-            },
-            {
-                "scenario_id": "017",
-                "features": {
-                    "Timestamp": 1495884120.0,
-                    "Open": 2128.42,
-                    "High": 2129.35,
-                    "Low": 2120.0,
-                    "Close": 2127.72,
-                    "Volume": 30.53804698
-                }
-            },
-            {
-                "scenario_id": "018",
-                "features": {
-                    "Timestamp": 1469178960.0,
-                    "Open": 665.88,
-                    "High": 665.88,
-                    "Low": 665.88,
-                    "Close": 665.88,
-                    "Volume": 0.10742206
-                }
-            },
-            {
-                "scenario_id": "019",
-                "features": {
-                    "Timestamp": 1631823900.0,
-                    "Open": 48077.22,
-                    "High": 48077.22,
-                    "Low": 48049.4,
-                    "Close": 48049.4,
-                    "Volume": 0.07619954
-                }
-            },
-            {
-                "scenario_id": "021",
-                "features": {
-                    "Timestamp": 1520106180.0,
-                    "Open": 11402.68,
-                    "High": 11404.01,
-                    "Low": 11402.68,
-                    "Close": 11403.0,
-                    "Volume": 5.59230043
-                }
-            },
-            {
-                "scenario_id": "022",
-                "features": {
-                    "Timestamp": 1495424220.0,
-                    "Open": 2020.0,
-                    "High": 2022.0,
-                    "Low": 2020.0,
-                    "Close": 2022.0,
-                    "Volume": 0.59120403
-                }
-            },
-            {
-                "scenario_id": "023",
-                "features": {
-                    "Timestamp": 1719688020.0,
-                    "Open": 60918.0,
-                    "High": 60918.0,
-                    "Low": 60907.0,
-                    "Close": 60907.0,
-                    "Volume": 0.02089534
-                }
-            },
-            {
-                "scenario_id": "024",
-                "features": {
-                    "Timestamp": 1560589260.0,
-                    "Open": 8650.93,
-                    "High": 8654.1,
-                    "Low": 8650.93,
-                    "Close": 8654.1,
-                    "Volume": 0.04735502
-                }
-            },
-            {
-                "scenario_id": "026",
-                "features": {
-                    "Timestamp": 1534852800.0,
-                    "Open": 6395.68,
-                    "High": 6403.01,
-                    "Low": 6395.68,
-                    "Close": 6403.01,
-                    "Volume": 1.3126781
-                }
-            },
-            {
-                "scenario_id": "027",
-                "features": {
-                    "Timestamp": 1697983980.0,
-                    "Open": 29927.0,
-                    "High": 29927.0,
-                    "Low": 29927.0,
-                    "Close": 29927.0,
-                    "Volume": 0.02578995
-                }
-            },
-            {
-                "scenario_id": "028",
-                "features": {
-                    "Timestamp": 1574570760.0,
-                    "Open": 7332.19,
-                    "High": 7332.19,
-                    "Low": 7319.33,
-                    "Close": 7319.37,
-                    "Volume": 0.34755974
-                }
-            },
-            {
-                "scenario_id": "029",
-                "features": {
-                    "Timestamp": 1657049400.0,
-                    "Open": 19426.65,
-                    "High": 19429.54,
-                    "Low": 19413.15,
-                    "Close": 19418.61,
-                    "Volume": 0.34250653
-                }
-            },
-            {
-                "scenario_id": "030",
-                "features": {
-                    "Timestamp": 1601357700.0,
-                    "Open": 10688.26,
-                    "High": 10692.8,
-                    "Low": 10688.26,
-                    "Close": 10692.8,
-                    "Volume": 0.58163778
-                }
-            },
-            {
-                "scenario_id": "031",
-                "features": {
-                    "Timestamp": 1583723280.0,
-                    "Open": 8172.3,
-                    "High": 8189.78,
-                    "Low": 8172.29,
-                    "Close": 8176.58,
-                    "Volume": 1.93651475
-                }
-            },
-            {
-                "scenario_id": "032",
-                "features": {
-                    "Timestamp": 1488056160.0,
-                    "Open": 1159.99,
-                    "High": 1159.99,
-                    "Low": 1159.99,
-                    "Close": 1159.99,
-                    "Volume": 0.86282792
-                }
-            },
-            {
-                "scenario_id": "033",
-                "features": {
-                    "Timestamp": 1428591540.0,
-                    "Open": 242.11,
-                    "High": 242.11,
-                    "Low": 242.11,
-                    "Close": 242.11,
-                    "Volume": 0.05036322
-                }
-            },
-            {
-                "scenario_id": "034",
-                "features": {
-                    "Timestamp": 1539046560.0,
-                    "Open": 6624.3,
-                    "High": 6624.31,
-                    "Low": 6622.55,
-                    "Close": 6622.55,
-                    "Volume": 0.24599569
-                }
-            },
-            {
-                "scenario_id": "035",
-                "features": {
-                    "Timestamp": 1658266200.0,
-                    "Open": 23212.03,
-                    "High": 23232.76,
-                    "Low": 23212.03,
-                    "Close": 23217.06,
-                    "Volume": 0.93540449
-                }
-            },
-            {
-                "scenario_id": "036",
-                "features": {
-                    "Timestamp": 1719056880.0,
-                    "Open": 64445.0,
-                    "High": 64445.0,
-                    "Low": 64441.0,
-                    "Close": 64445.0,
-                    "Volume": 0.48363271
-                }
-            },
-            {
-                "scenario_id": "037",
-                "features": {
-                    "Timestamp": 1563000960.0,
-                    "Open": 11689.4,
-                    "High": 11689.4,
-                    "Low": 11678.41,
-                    "Close": 11688.36,
-                    "Volume": 1.83157837
-                }
-            },
-            {
-                "scenario_id": "038",
-                "features": {
-                    "Timestamp": 1421388960.0,
-                    "Open": 214.42,
-                    "High": 214.42,
-                    "Low": 213.44,
-                    "Close": 213.44,
-                    "Volume": 1.52
-                }
-            },
-            {
-                "scenario_id": "039",
-                "features": {
-                    "Timestamp": 1716924360.0,
-                    "Open": 67847.0,
-                    "High": 67880.0,
-                    "Low": 67805.0,
-                    "Close": 67876.0,
-                    "Volume": 2.23539861
-                }
-            },
-            {
-                "scenario_id": "041",
-                "features": {
-                    "Timestamp": 1455267900.0,
-                    "Open": 378.6,
-                    "High": 378.6,
-                    "Low": 378.6,
-                    "Close": 378.6,
-                    "Volume": 1.31748957
-                }
-            },
-            {
-                "scenario_id": "043",
-                "features": {
-                    "Timestamp": 1573096620.0,
-                    "Open": 9326.65,
-                    "High": 9333.52,
-                    "Low": 9322.03,
-                    "Close": 9333.43,
-                    "Volume": 4.02314089
-                }
-            },
-            {
-                "scenario_id": "045",
-                "features": {
-                    "Timestamp": 1583401920.0,
-                    "Open": 8918.83,
-                    "High": 8927.22,
-                    "Low": 8914.09,
-                    "Close": 8927.22,
-                    "Volume": 0.87057402
-                }
-            },
-            {
-                "scenario_id": "046",
-                "features": {
-                    "Timestamp": 1682494200.0,
-                    "Open": 28338.0,
-                    "High": 28345.0,
-                    "Low": 28338.0,
-                    "Close": 28345.0,
-                    "Volume": 0.03317364
-                }
-            },
-            {
-                "scenario_id": "047",
-                "features": {
-                    "Timestamp": 1674062340.0,
-                    "Open": 21238.0,
-                    "High": 21246.0,
-                    "Low": 21238.0,
-                    "Close": 21246.0,
-                    "Volume": 0.05692
-                }
-            },
-            {
-                "scenario_id": "048",
-                "features": {
-                    "Timestamp": 1442755080.0,
-                    "Open": 231.46,
-                    "High": 231.46,
-                    "Low": 231.46,
-                    "Close": 231.46,
-                    "Volume": 2.3072003
-                }
-            },
-            {
-                "scenario_id": "050",
-                "features": {
-                    "Timestamp": 1540680180.0,
-                    "Open": 6402.0,
-                    "High": 6402.0,
-                    "Low": 6402.0,
-                    "Close": 6402.0,
-                    "Volume": 0.002814
-                }
-            },
-            {
-                "scenario_id": "051",
-                "features": {
-                    "Timestamp": 1471952340.0,
-                    "Open": 584.99,
-                    "High": 584.99,
-                    "Low": 584.42,
-                    "Close": 584.42,
-                    "Volume": 5.52857104
-                }
-            },
-            {
-                "scenario_id": "053",
-                "features": {
-                    "Timestamp": 1705556160.0,
-                    "Open": 42647.0,
-                    "High": 42647.0,
-                    "Low": 42646.0,
-                    "Close": 42646.0,
-                    "Volume": 0.019729
-                }
-            },
-            {
-                "scenario_id": "054",
-                "features": {
-                    "Timestamp": 1564272900.0,
-                    "Open": 9408.67,
-                    "High": 9410.38,
-                    "Low": 9408.65,
-                    "Close": 9410.38,
-                    "Volume": 0.99133168
-                }
-            },
-            {
-                "scenario_id": "055",
-                "features": {
-                    "Timestamp": 1515704220.0,
-                    "Open": 13950.08,
-                    "High": 13989.99,
-                    "Low": 13932.0,
-                    "Close": 13989.85,
-                    "Volume": 10.09282894
-                }
-            },
-            {
-                "scenario_id": "056",
-                "features": {
-                    "Timestamp": 1382683440.0,
-                    "Open": 191.06,
-                    "High": 191.06,
-                    "Low": 191.0,
-                    "Close": 191.0,
-                    "Volume": 1.62318419
-                }
-            },
-            {
-                "scenario_id": "057",
-                "features": {
-                    "Timestamp": 1687835580.0,
-                    "Open": 30232.0,
-                    "High": 30232.0,
-                    "Low": 30231.0,
-                    "Close": 30232.0,
-                    "Volume": 0.36986207
-                }
-            },
-            {
-                "scenario_id": "059",
-                "features": {
-                    "Timestamp": 1580576820.0,
-                    "Open": 9336.85,
-                    "High": 9344.8,
-                    "Low": 9332.66,
-                    "Close": 9332.66,
-                    "Volume": 0.7262092
-                }
-            },
-            {
-                "scenario_id": "060",
-                "features": {
-                    "Timestamp": 1631295540.0,
-                    "Open": 45900.01,
-                    "High": 45901.03,
-                    "Low": 45842.88,
-                    "Close": 45842.88,
-                    "Volume": 2.10144495
-                }
-            },
-            {
-                "scenario_id": "061",
-                "features": {
-                    "Timestamp": 1651982700.0,
-                    "Open": 35395.25,
-                    "High": 35408.03,
-                    "Low": 35386.6,
-                    "Close": 35396.25,
-                    "Volume": 0.61626806
-                }
-            },
-            {
-                "scenario_id": "062",
-                "features": {
-                    "Timestamp": 1582588200.0,
-                    "Open": 9576.87,
-                    "High": 9586.03,
-                    "Low": 9558.42,
-                    "Close": 9558.42,
-                    "Volume": 11.81940467
-                }
-            },
-            {
-                "scenario_id": "063",
-                "features": {
-                    "Timestamp": 1704821880.0,
-                    "Open": 46650.0,
-                    "High": 46710.0,
-                    "Low": 46645.0,
-                    "Close": 46710.0,
-                    "Volume": 0.48914225
-                }
-            },
-            {
-                "scenario_id": "064",
-                "features": {
-                    "Timestamp": 1374543660.0,
-                    "Open": 86.02,
-                    "High": 86.02,
-                    "Low": 86.01,
-                    "Close": 86.01,
-                    "Volume": 46.004639
-                }
-            },
-            {
-                "scenario_id": "066",
-                "features": {
-                    "Timestamp": 1721561760.0,
-                    "Open": 66726.0,
-                    "High": 66726.0,
-                    "Low": 66718.0,
-                    "Close": 66721.0,
-                    "Volume": 0.11421943
-                }
-            },
-            {
-                "scenario_id": "067",
-                "features": {
-                    "Timestamp": 1392421740.0,
-                    "Open": 674.03,
-                    "High": 674.03,
-                    "Low": 674.01,
-                    "Close": 674.01,
-                    "Volume": 1.06871231
-                }
-            },
-            {
-                "scenario_id": "068",
-                "features": {
-                    "Timestamp": 1650975420.0,
-                    "Open": 40643.83,
-                    "High": 40647.99,
-                    "Low": 40623.69,
-                    "Close": 40647.99,
-                    "Volume": 1.48372703
-                }
-            },
-            {
-                "scenario_id": "069",
-                "features": {
-                    "Timestamp": 1466640480.0,
-                    "Open": 618.77,
-                    "High": 618.77,
-                    "Low": 618.77,
-                    "Close": 618.77,
-                    "Volume": 0.025
-                }
-            },
-            {
-                "scenario_id": "071",
-                "features": {
-                    "Timestamp": 1652975040.0,
-                    "Open": 29362.24,
-                    "High": 29362.24,
-                    "Low": 29348.99,
-                    "Close": 29348.99,
-                    "Volume": 0.18752514
-                }
-            },
-            {
-                "scenario_id": "073",
-                "features": {
-                    "Timestamp": 1468993140.0,
-                    "Open": 672.92,
-                    "High": 672.92,
-                    "Low": 672.92,
-                    "Close": 672.92,
-                    "Volume": 0.06
-                }
-            },
-            {
-                "scenario_id": "074",
-                "features": {
-                    "Timestamp": 1654906560.0,
-                    "Open": 29112.78,
-                    "High": 29146.96,
-                    "Low": 29112.78,
-                    "Close": 29144.28,
-                    "Volume": 1.21049397
-                }
-            },
-            {
-                "scenario_id": "076",
-                "features": {
-                    "Timestamp": 1665625200.0,
-                    "Open": 19190.0,
-                    "High": 19191.0,
-                    "Low": 19190.0,
-                    "Close": 19191.0,
-                    "Volume": 0.02668
-                }
-            },
-            {
-                "scenario_id": "077",
-                "features": {
-                    "Timestamp": 1421558580.0,
-                    "Open": 199.99,
-                    "High": 199.99,
-                    "Low": 199.99,
-                    "Close": 199.99,
-                    "Volume": 2.984
-                }
-            },
-            {
-                "scenario_id": "078",
-                "features": {
-                    "Timestamp": 1503430380.0,
-                    "Open": 3917.19,
-                    "High": 3917.19,
-                    "Low": 3911.18,
-                    "Close": 3911.18,
-                    "Volume": 0.58095655
-                }
-            },
-            {
-                "scenario_id": "080",
-                "features": {
-                    "Timestamp": 1641014700.0,
-                    "Open": 46373.35,
-                    "High": 46383.69,
-                    "Low": 46373.35,
-                    "Close": 46374.44,
-                    "Volume": 0.05699355
-                }
-            },
-            {
-                "scenario_id": "082",
-                "features": {
-                    "Timestamp": 1445927040.0,
-                    "Open": 290.86,
-                    "High": 290.86,
-                    "Low": 290.86,
-                    "Close": 290.86,
-                    "Volume": 0.1913
-                }
-            },
-            {
-                "scenario_id": "083",
-                "features": {
-                    "Timestamp": 1601785440.0,
-                    "Open": 10559.02,
-                    "High": 10559.02,
-                    "Low": 10559.02,
-                    "Close": 10559.02,
-                    "Volume": 0.00717748
-                }
-            },
-            {
-                "scenario_id": "084",
-                "features": {
-                    "Timestamp": 1453344540.0,
-                    "Open": 407.46,
-                    "High": 407.46,
-                    "Low": 407.21,
-                    "Close": 407.21,
-                    "Volume": 2.54599658
-                }
-            },
-            {
-                "scenario_id": "086",
-                "features": {
-                    "Timestamp": 1701780600.0,
-                    "Open": 41536.0,
-                    "High": 41536.0,
-                    "Low": 41489.0,
-                    "Close": 41489.0,
-                    "Volume": 0.24353199
-                }
-            },
-            {
-                "scenario_id": "087",
-                "features": {
-                    "Timestamp": 1595440440.0,
-                    "Open": 9332.59,
-                    "High": 9335.31,
-                    "Low": 9332.41,
-                    "Close": 9335.31,
-                    "Volume": 0.69137581
-                }
-            },
-            {
-                "scenario_id": "088",
-                "features": {
-                    "Timestamp": 1687299060.0,
-                    "Open": 27830.0,
-                    "High": 27897.0,
-                    "Low": 27830.0,
-                    "Close": 27890.0,
-                    "Volume": 13.15825874
-                }
-            },
-            {
-                "scenario_id": "089",
-                "features": {
-                    "Timestamp": 1380293580.0,
-                    "Open": 125.12,
-                    "High": 125.12,
-                    "Low": 125.12,
-                    "Close": 125.12,
-                    "Volume": 0.0959
-                }
-            },
-            {
-                "scenario_id": "090",
-                "features": {
-                    "Timestamp": 1480925820.0,
-                    "Open": 757.95,
-                    "High": 757.95,
-                    "Low": 757.95,
-                    "Close": 757.95,
-                    "Volume": 0.08823961
-                }
-            },
-            {
-                "scenario_id": "091",
-                "features": {
-                    "Timestamp": 1723844280.0,
-                    "Open": 58791.0,
-                    "High": 58791.0,
-                    "Low": 58750.0,
-                    "Close": 58779.0,
-                    "Volume": 0.72868526
-                }
-            },
-            {
-                "scenario_id": "092",
-                "features": {
-                    "Timestamp": 1671758880.0,
-                    "Open": 16782.0,
-                    "High": 16785.0,
-                    "Low": 16768.0,
-                    "Close": 16785.0,
-                    "Volume": 6.99759924
-                }
-            },
-            {
-                "scenario_id": "093",
-                "features": {
-                    "Timestamp": 1493333100.0,
-                    "Open": 1324.17,
-                    "High": 1327.37,
-                    "Low": 1324.0,
-                    "Close": 1327.37,
-                    "Volume": 3.40958987
-                }
-            },
-            {
-                "scenario_id": "094",
-                "features": {
-                    "Timestamp": 1717487940.0,
-                    "Open": 69146.0,
-                    "High": 69146.0,
-                    "Low": 69146.0,
-                    "Close": 69146.0,
-                    "Volume": 0.00139
-                }
-            },
-            {
-                "scenario_id": "095",
-                "features": {
-                    "Timestamp": 1458013920.0,
-                    "Open": 414.97,
-                    "High": 414.97,
-                    "Low": 414.97,
-                    "Close": 414.97,
-                    "Volume": 0.06216627
-                }
-            },
-            {
-                "scenario_id": "096",
-                "features": {
-                    "Timestamp": 1458518100.0,
-                    "Open": 411.49,
-                    "High": 411.49,
-                    "Low": 410.53,
-                    "Close": 411.37,
-                    "Volume": 6.78016138
-                }
-            },
-            {
-                "scenario_id": "097",
-                "features": {
-                    "Timestamp": 1680666000.0,
-                    "Open": 28100.0,
-                    "High": 28104.0,
-                    "Low": 28095.0,
-                    "Close": 28104.0,
-                    "Volume": 1.59937192
-                }
-            },
-            {
-                "scenario_id": "099",
-                "features": {
-                    "Timestamp": 1563445200.0,
-                    "Open": 9896.96,
-                    "High": 9896.96,
-                    "Low": 9877.57,
-                    "Close": 9884.63,
-                    "Volume": 14.38905017
-                }
-            },
-            {
-                "scenario_id": "100",
-                "features": {
-                    "Timestamp": 1550845680.0,
-                    "Open": 3918.37,
-                    "High": 3918.37,
-                    "Low": 3918.37,
-                    "Close": 3918.37,
-                    "Volume": 5.361
-                }
-            },
-            {
-                "scenario_id": "102",
-                "features": {
-                    "Timestamp": 1599407400.0,
-                    "Open": 10238.96,
-                    "High": 10239.7,
-                    "Low": 10231.6,
-                    "Close": 10231.6,
-                    "Volume": 2.13164644
-                }
-            },
-            {
-                "scenario_id": "103",
-                "features": {
-                    "Timestamp": 1627340940.0,
-                    "Open": 39937.51,
-                    "High": 40247.66,
-                    "Low": 39934.09,
-                    "Close": 40209.11,
-                    "Volume": 37.02803
-                }
-            },
-            {
-                "scenario_id": "104",
-                "features": {
-                    "Timestamp": 1600463940.0,
-                    "Open": 10878.19,
-                    "High": 10883.72,
-                    "Low": 10878.19,
-                    "Close": 10879.59,
-                    "Volume": 7.08048822
-                }
-            },
-            {
-                "scenario_id": "105",
-                "features": {
-                    "Timestamp": 1620217680.0,
-                    "Open": 55119.0,
-                    "High": 55261.53,
-                    "Low": 55118.7,
-                    "Close": 55243.32,
-                    "Volume": 1.75964648
-                }
-            },
-            {
-                "scenario_id": "106",
-                "features": {
-                    "Timestamp": 1543034100.0,
-                    "Open": 4279.62,
-                    "High": 4284.37,
-                    "Low": 4279.62,
-                    "Close": 4284.37,
-                    "Volume": 2.04562135
-                }
-            },
-            {
-                "scenario_id": "108",
-                "features": {
-                    "Timestamp": 1677486360.0,
-                    "Open": 23616.0,
-                    "High": 23616.0,
-                    "Low": 23606.0,
-                    "Close": 23607.0,
-                    "Volume": 0.62215787
-                }
-            },
-            {
-                "scenario_id": "109",
-                "features": {
-                    "Timestamp": 1611162000.0,
-                    "Open": 34401.34,
-                    "High": 34401.34,
-                    "Low": 34304.86,
-                    "Close": 34304.86,
-                    "Volume": 60.07808943
-                }
-            },
-            {
-                "scenario_id": "110",
-                "features": {
-                    "Timestamp": 1422242700.0,
-                    "Open": 256.01,
-                    "High": 256.01,
-                    "Low": 255.58,
-                    "Close": 256.0,
-                    "Volume": 70.37220727
-                }
-            },
-            {
-                "scenario_id": "111",
-                "features": {
-                    "Timestamp": 1432448880.0,
-                    "Open": 238.99,
-                    "High": 238.99,
-                    "Low": 238.99,
-                    "Close": 238.99,
-                    "Volume": 0.109
-                }
-            },
-            {
-                "scenario_id": "112",
-                "features": {
-                    "Timestamp": 1666127340.0,
-                    "Open": 19391.0,
-                    "High": 19392.0,
-                    "Low": 19391.0,
-                    "Close": 19392.0,
-                    "Volume": 0.02472
-                }
-            },
-            {
-                "scenario_id": "113",
-                "features": {
-                    "Timestamp": 1706272860.0,
-                    "Open": 39917.0,
-                    "High": 39932.0,
-                    "Low": 39917.0,
-                    "Close": 39921.0,
-                    "Volume": 1.08105754
-                }
-            },
-            {
-                "scenario_id": "114",
-                "features": {
-                    "Timestamp": 1675974720.0,
-                    "Open": 22629.0,
-                    "High": 22640.0,
-                    "Low": 22629.0,
-                    "Close": 22640.0,
-                    "Volume": 0.03646
-                }
-            },
-            {
-                "scenario_id": "115",
-                "features": {
-                    "Timestamp": 1731366000.0,
-                    "Open": 88101.0,
-                    "High": 88325.0,
-                    "Low": 88101.0,
-                    "Close": 88325.0,
-                    "Volume": 12.29572555
-                }
-            },
-            {
-                "scenario_id": "116",
-                "features": {
-                    "Timestamp": 1370344440.0,
-                    "Open": 122.74,
-                    "High": 122.74,
-                    "Low": 122.74,
-                    "Close": 122.74,
-                    "Volume": 1.0
-                }
-            },
-            {
-                "scenario_id": "117",
-                "features": {
-                    "Timestamp": 1494946020.0,
-                    "Open": 1727.63,
-                    "High": 1729.9,
-                    "Low": 1724.37,
-                    "Close": 1724.41,
-                    "Volume": 5.17524851
-                }
-            },
-            {
-                "scenario_id": "118",
-                "features": {
-                    "Timestamp": 1601162880.0,
-                    "Open": 10721.51,
-                    "High": 10721.51,
-                    "Low": 10721.51,
-                    "Close": 10721.51,
-                    "Volume": 0.01101836
-                }
-            },
-            {
-                "scenario_id": "119",
-                "features": {
-                    "Timestamp": 1672087920.0,
-                    "Open": 16803.0,
-                    "High": 16803.0,
-                    "Low": 16801.0,
-                    "Close": 16803.0,
-                    "Volume": 32.95380233
-                }
-            },
-            {
-                "scenario_id": "120",
-                "features": {
-                    "Timestamp": 1611962460.0,
-                    "Open": 35247.76,
-                    "High": 35297.17,
-                    "Low": 35237.44,
-                    "Close": 35297.17,
-                    "Volume": 4.76017882
-                }
-            },
-            {
-                "scenario_id": "121",
-                "features": {
-                    "Timestamp": 1582626600.0,
-                    "Open": 9540.57,
-                    "High": 9553.31,
-                    "Low": 9540.57,
-                    "Close": 9541.0,
-                    "Volume": 0.3128013
-                }
-            },
-            {
-                "scenario_id": "122",
-                "features": {
-                    "Timestamp": 1440584280.0,
-                    "Open": 222.79,
-                    "High": 222.79,
-                    "Low": 222.79,
-                    "Close": 222.79,
-                    "Volume": 1.4500971
-                }
-            },
-            {
-                "scenario_id": "124",
-                "features": {
-                    "Timestamp": 1624147740.0,
-                    "Open": 35973.66,
-                    "High": 35973.66,
-                    "Low": 35938.47,
-                    "Close": 35951.74,
-                    "Volume": 1.51769
-                }
-            },
-            {
-                "scenario_id": "125",
-                "features": {
-                    "Timestamp": 1530227400.0,
-                    "Open": 6105.07,
-                    "High": 6105.07,
-                    "Low": 6099.67,
-                    "Close": 6103.99,
-                    "Volume": 1.1942788
-                }
-            },
-            {
-                "scenario_id": "126",
-                "features": {
-                    "Timestamp": 1613695380.0,
-                    "Open": 51996.77,
-                    "High": 52002.73,
-                    "Low": 51978.02,
-                    "Close": 51978.02,
-                    "Volume": 1.34395395
-                }
-            },
-            {
-                "scenario_id": "127",
-                "features": {
-                    "Timestamp": 1598244120.0,
-                    "Open": 11616.62,
-                    "High": 11626.96,
-                    "Low": 11616.51,
-                    "Close": 11617.74,
-                    "Volume": 0.10089208
-                }
-            },
-            {
-                "scenario_id": "128",
-                "features": {
-                    "Timestamp": 1435156680.0,
-                    "Open": 242.87,
-                    "High": 243.0,
-                    "Low": 242.87,
-                    "Close": 242.87,
-                    "Volume": 0.62280975
-                }
-            },
-            {
-                "scenario_id": "130",
-                "features": {
-                    "Timestamp": 1499303940.0,
-                    "Open": 2599.41,
-                    "High": 2599.41,
-                    "Low": 2593.02,
-                    "Close": 2593.02,
-                    "Volume": 13.17894511
-                }
-            },
-            {
-                "scenario_id": "131",
-                "features": {
-                    "Timestamp": 1486571220.0,
-                    "Open": 1045.44,
-                    "High": 1045.44,
-                    "Low": 1045.44,
-                    "Close": 1045.44,
-                    "Volume": 0.2
-                }
-            },
-            {
-                "scenario_id": "132",
-                "features": {
-                    "Timestamp": 1655669460.0,
-                    "Open": 19636.12,
-                    "High": 19659.48,
-                    "Low": 19608.47,
-                    "Close": 19620.46,
-                    "Volume": 3.89819972
-                }
-            },
-            {
-                "scenario_id": "133",
-                "features": {
-                    "Timestamp": 1524897300.0,
-                    "Open": 9092.99,
-                    "High": 9099.55,
-                    "Low": 9087.81,
-                    "Close": 9095.41,
-                    "Volume": 0.95008175
-                }
-            },
-            {
-                "scenario_id": "134",
-                "features": {
-                    "Timestamp": 1546602840.0,
-                    "Open": 3799.59,
-                    "High": 3803.25,
-                    "Low": 3799.59,
-                    "Close": 3803.25,
-                    "Volume": 2.37719709
-                }
-            },
-            {
-                "scenario_id": "136",
-                "features": {
-                    "Timestamp": 1716302700.0,
-                    "Open": 71096.0,
-                    "High": 71109.0,
-                    "Low": 71090.0,
-                    "Close": 71098.0,
-                    "Volume": 0.11545257
-                }
-            },
-            {
-                "scenario_id": "137",
-                "features": {
-                    "Timestamp": 1474159740.0,
-                    "Open": 604.44,
-                    "High": 604.44,
-                    "Low": 604.44,
-                    "Close": 604.44,
-                    "Volume": 0.15508906
-                }
-            },
-            {
-                "scenario_id": "139",
-                "features": {
-                    "Timestamp": 1410751200.0,
-                    "Open": 474.6,
-                    "High": 475.26,
-                    "Low": 474.05,
-                    "Close": 475.26,
-                    "Volume": 4.65028682
-                }
-            },
-            {
-                "scenario_id": "140",
-                "features": {
-                    "Timestamp": 1645809900.0,
-                    "Open": 38865.33,
-                    "High": 38865.33,
-                    "Low": 38832.85,
-                    "Close": 38847.01,
-                    "Volume": 0.08732053
-                }
-            },
-            {
-                "scenario_id": "141",
-                "features": {
-                    "Timestamp": 1698180480.0,
-                    "Open": 33984.0,
-                    "High": 34000.0,
-                    "Low": 33962.0,
-                    "Close": 33969.0,
-                    "Volume": 3.85349161
-                }
-            },
-            {
-                "scenario_id": "143",
-                "features": {
-                    "Timestamp": 1492642260.0,
-                    "Open": 1205.28,
-                    "High": 1205.4,
-                    "Low": 1205.28,
-                    "Close": 1205.4,
-                    "Volume": 1.66
-                }
-            },
-            {
-                "scenario_id": "144",
-                "features": {
-                    "Timestamp": 1703029080.0,
-                    "Open": 42097.0,
-                    "High": 42125.0,
-                    "Low": 42091.0,
-                    "Close": 42110.0,
-                    "Volume": 1.09450145
-                }
-            },
-            {
-                "scenario_id": "145",
-                "features": {
-                    "Timestamp": 1711865640.0,
-                    "Open": 70117.0,
-                    "High": 70117.0,
-                    "Low": 70117.0,
-                    "Close": 70117.0,
-                    "Volume": 0.00275
-                }
-            },
-            {
-                "scenario_id": "146",
-                "features": {
-                    "Timestamp": 1396895340.0,
-                    "Open": 452.7,
-                    "High": 454.9,
-                    "Low": 452.7,
-                    "Close": 452.7,
-                    "Volume": 1.44868
-                }
-            },
-            {
-                "scenario_id": "147",
-                "features": {
-                    "Timestamp": 1520017140.0,
-                    "Open": 10963.44,
-                    "High": 10974.0,
-                    "Low": 10960.0,
-                    "Close": 10960.0,
-                    "Volume": 1.72732712
-                }
-            },
-            {
-                "scenario_id": "148",
-                "features": {
-                    "Timestamp": 1652663640.0,
-                    "Open": 30924.62,
-                    "High": 30938.43,
-                    "Low": 30915.58,
-                    "Close": 30938.43,
-                    "Volume": 0.76392543
-                }
-            },
-            {
-                "scenario_id": "149",
-                "features": {
-                    "Timestamp": 1630770060.0,
-                    "Open": 49879.05,
-                    "High": 49906.35,
-                    "Low": 49879.05,
-                    "Close": 49906.35,
-                    "Volume": 0.20627067
-                }
-            },
-            {
-                "scenario_id": "150",
-                "features": {
-                    "Timestamp": 1407526140.0,
-                    "Open": 591.97,
-                    "High": 591.97,
-                    "Low": 591.97,
-                    "Close": 591.97,
-                    "Volume": 0.0255
-                }
-            },
-            {
-                "scenario_id": "151",
-                "features": {
-                    "Timestamp": 1699310940.0,
-                    "Open": 34949.0,
-                    "High": 34960.0,
-                    "Low": 34949.0,
-                    "Close": 34960.0,
-                    "Volume": 0.07486397
-                }
-            },
-            {
-                "scenario_id": "152",
-                "features": {
-                    "Timestamp": 1450810260.0,
-                    "Open": 437.39,
-                    "High": 437.39,
-                    "Low": 437.39,
-                    "Close": 437.39,
-                    "Volume": 0.09772716
-                }
-            },
-            {
-                "scenario_id": "153",
-                "features": {
-                    "Timestamp": 1579716060.0,
-                    "Open": 8640.66,
-                    "High": 8650.39,
-                    "Low": 8640.66,
-                    "Close": 8650.39,
-                    "Volume": 0.0416474
-                }
-            },
-            {
-                "scenario_id": "154",
-                "features": {
-                    "Timestamp": 1589247480.0,
-                    "Open": 8616.41,
-                    "High": 8622.99,
-                    "Low": 8614.21,
-                    "Close": 8615.36,
-                    "Volume": 5.75637555
-                }
-            },
-            {
-                "scenario_id": "156",
-                "features": {
-                    "Timestamp": 1389239880.0,
-                    "Open": 813.68,
-                    "High": 813.68,
-                    "Low": 813.0,
-                    "Close": 813.0,
-                    "Volume": 0.73511056
-                }
-            },
-            {
-                "scenario_id": "157",
-                "features": {
-                    "Timestamp": 1451083500.0,
-                    "Open": 454.17,
-                    "High": 454.43,
-                    "Low": 453.38,
-                    "Close": 453.38,
-                    "Volume": 0.40898079
-                }
-            },
-            {
-                "scenario_id": "159",
-                "features": {
-                    "Timestamp": 1582751940.0,
-                    "Open": 8849.81,
-                    "High": 8849.81,
-                    "Low": 8815.0,
-                    "Close": 8822.94,
-                    "Volume": 56.97254756
-                }
-            },
-            {
-                "scenario_id": "160",
-                "features": {
-                    "Timestamp": 1594559280.0,
-                    "Open": 9249.55,
-                    "High": 9249.55,
-                    "Low": 9249.55,
-                    "Close": 9249.55,
-                    "Volume": 0.00654691
-                }
-            },
-            {
-                "scenario_id": "161",
-                "features": {
-                    "Timestamp": 1699282380.0,
-                    "Open": 35081.0,
-                    "High": 35085.0,
-                    "Low": 35076.0,
-                    "Close": 35085.0,
-                    "Volume": 0.04563376
-                }
-            },
-            {
-                "scenario_id": "162",
-                "features": {
-                    "Timestamp": 1369856340.0,
-                    "Open": 126.56,
-                    "High": 127.28,
-                    "Low": 126.56,
-                    "Close": 127.28,
-                    "Volume": 1.06316122
-                }
-            },
-            {
-                "scenario_id": "163",
-                "features": {
-                    "Timestamp": 1415844420.0,
-                    "Open": 425.72,
-                    "High": 425.99,
-                    "Low": 425.72,
-                    "Close": 425.99,
-                    "Volume": 34.22
-                }
-            },
-            {
-                "scenario_id": "166",
-                "features": {
-                    "Timestamp": 1564046760.0,
-                    "Open": 10093.15,
-                    "High": 10093.15,
-                    "Low": 10093.15,
-                    "Close": 10093.15,
-                    "Volume": 0.03386839
-                }
-            },
-            {
-                "scenario_id": "167",
-                "features": {
-                    "Timestamp": 1448636700.0,
-                    "Open": 360.99,
-                    "High": 361.93,
-                    "Low": 360.99,
-                    "Close": 361.93,
-                    "Volume": 0.41945
-                }
-            },
-            {
-                "scenario_id": "168",
-                "features": {
-                    "Timestamp": 1408447080.0,
-                    "Open": 480.64,
-                    "High": 483.68,
-                    "Low": 480.64,
-                    "Close": 483.68,
-                    "Volume": 3.80224496
-                }
-            },
-            {
-                "scenario_id": "169",
-                "features": {
-                    "Timestamp": 1630754040.0,
-                    "Open": 50275.43,
-                    "High": 50275.43,
-                    "Low": 50249.23,
-                    "Close": 50264.39,
-                    "Volume": 0.04360092
-                }
-            },
-            {
-                "scenario_id": "170",
-                "features": {
-                    "Timestamp": 1591108740.0,
-                    "Open": 10126.78,
-                    "High": 10128.63,
-                    "Low": 10120.44,
-                    "Close": 10125.68,
-                    "Volume": 0.83324555
-                }
-            },
-            {
-                "scenario_id": "171",
-                "features": {
-                    "Timestamp": 1503231960.0,
-                    "Open": 4109.06,
-                    "High": 4109.12,
-                    "Low": 4109.06,
-                    "Close": 4109.12,
-                    "Volume": 0.06557344
-                }
-            },
-            {
-                "scenario_id": "172",
-                "features": {
-                    "Timestamp": 1668481980.0,
-                    "Open": 16391.0,
-                    "High": 16396.0,
-                    "Low": 16387.0,
-                    "Close": 16391.0,
-                    "Volume": 0.77594263
-                }
-            },
-            {
-                "scenario_id": "173",
-                "features": {
-                    "Timestamp": 1526869500.0,
-                    "Open": 8521.45,
-                    "High": 8521.67,
-                    "Low": 8510.97,
-                    "Close": 8519.63,
-                    "Volume": 0.6044367
-                }
-            },
-            {
-                "scenario_id": "174",
-                "features": {
-                    "Timestamp": 1408968480.0,
-                    "Open": 497.62,
-                    "High": 497.62,
-                    "Low": 497.31,
-                    "Close": 497.61,
-                    "Volume": 4.356
-                }
-            },
-            {
-                "scenario_id": "176",
-                "features": {
-                    "Timestamp": 1366304760.0,
-                    "Open": 92.34,
-                    "High": 92.34,
-                    "Low": 91.97,
-                    "Close": 91.97,
-                    "Volume": 0.81557288
-                }
-            },
-            {
-                "scenario_id": "177",
-                "features": {
-                    "Timestamp": 1526337900.0,
-                    "Open": 8731.92,
-                    "High": 8739.95,
-                    "Low": 8726.23,
-                    "Close": 8739.77,
-                    "Volume": 29.49669428
-                }
-            },
-            {
-                "scenario_id": "179",
-                "features": {
-                    "Timestamp": 1393316460.0,
-                    "Open": 501.73,
-                    "High": 501.73,
-                    "Low": 480.1,
-                    "Close": 483.93,
-                    "Volume": 173.66017834
-                }
-            },
-            {
-                "scenario_id": "181",
-                "features": {
-                    "Timestamp": 1496050500.0,
-                    "Open": 2159.72,
-                    "High": 2159.72,
-                    "Low": 2154.99,
-                    "Close": 2154.99,
-                    "Volume": 3.75254461
-                }
-            },
-            {
-                "scenario_id": "182",
-                "features": {
-                    "Timestamp": 1395683340.0,
-                    "Open": 565.9,
-                    "High": 566.94,
-                    "Low": 565.9,
-                    "Close": 566.94,
-                    "Volume": 0.202
-                }
-            },
-            {
-                "scenario_id": "183",
-                "features": {
-                    "Timestamp": 1588764840.0,
-                    "Open": 9035.46,
-                    "High": 9040.24,
-                    "Low": 9030.35,
-                    "Close": 9030.35,
-                    "Volume": 3.85163428
-                }
-            },
-            {
-                "scenario_id": "184",
-                "features": {
-                    "Timestamp": 1386551640.0,
-                    "Open": 745.0,
-                    "High": 745.0,
-                    "Low": 743.27,
-                    "Close": 743.27,
-                    "Volume": 74.75328995
-                }
-            },
-            {
-                "scenario_id": "185",
-                "features": {
-                    "Timestamp": 1554466440.0,
-                    "Open": 4955.42,
-                    "High": 4956.7,
-                    "Low": 4954.89,
-                    "Close": 4954.89,
-                    "Volume": 0.35735062
-                }
-            },
-            {
-                "scenario_id": "186",
-                "features": {
-                    "Timestamp": 1637490180.0,
-                    "Open": 58744.07,
-                    "High": 58751.73,
-                    "Low": 58742.92,
-                    "Close": 58746.58,
-                    "Volume": 1.00564964
-                }
-            },
-            {
-                "scenario_id": "187",
-                "features": {
-                    "Timestamp": 1535620800.0,
-                    "Open": 7001.94,
-                    "High": 7003.0,
-                    "Low": 7001.73,
-                    "Close": 7003.0,
-                    "Volume": 5.43400935
-                }
-            },
-            {
-                "scenario_id": "188",
-                "features": {
-                    "Timestamp": 1681911780.0,
-                    "Open": 29277.0,
-                    "High": 29299.0,
-                    "Low": 29277.0,
-                    "Close": 29293.0,
-                    "Volume": 11.11637582
-                }
-            },
-            {
-                "scenario_id": "189",
-                "features": {
-                    "Timestamp": 1694788740.0,
-                    "Open": 26620.0,
-                    "High": 26620.0,
-                    "Low": 26618.0,
-                    "Close": 26620.0,
-                    "Volume": 0.09339385
-                }
-            },
-            {
-                "scenario_id": "191",
-                "features": {
-                    "Timestamp": 1739115060.0,
-                    "Open": 96372.0,
-                    "High": 96408.0,
-                    "Low": 96361.0,
-                    "Close": 96401.0,
-                    "Volume": 0.3338392
-                }
-            },
-            {
-                "scenario_id": "192",
-                "features": {
-                    "Timestamp": 1601618700.0,
-                    "Open": 10590.45,
-                    "High": 10594.63,
-                    "Low": 10590.45,
-                    "Close": 10594.63,
-                    "Volume": 0.12089925
-                }
-            },
-            {
-                "scenario_id": "193",
-                "features": {
-                    "Timestamp": 1560382020.0,
-                    "Open": 8172.0,
-                    "High": 8173.85,
-                    "Low": 8171.57,
-                    "Close": 8171.68,
-                    "Volume": 4.45684333
-                }
-            },
-            {
-                "scenario_id": "194",
-                "features": {
-                    "Timestamp": 1486940400.0,
-                    "Open": 1000.08,
-                    "High": 1000.08,
-                    "Low": 1000.08,
-                    "Close": 1000.08,
-                    "Volume": 27.20038477
-                }
-            },
-            {
-                "scenario_id": "196",
-                "features": {
-                    "Timestamp": 1607862360.0,
-                    "Open": 19121.88,
-                    "High": 19122.13,
-                    "Low": 19111.63,
-                    "Close": 19122.13,
-                    "Volume": 1.18601
-                }
-            },
-            {
-                "scenario_id": "197",
-                "features": {
-                    "Timestamp": 1471573020.0,
-                    "Open": 573.03,
-                    "High": 573.23,
-                    "Low": 573.02,
-                    "Close": 573.23,
-                    "Volume": 3.647722
-                }
-            },
-            {
-                "scenario_id": "198",
-                "features": {
-                    "Timestamp": 1450866240.0,
-                    "Open": 438.41,
-                    "High": 438.41,
-                    "Low": 438.16,
-                    "Close": 438.16,
-                    "Volume": 0.23489974
-                }
-            },
-            {
-                "scenario_id": "199",
-                "features": {
-                    "Timestamp": 1696337880.0,
-                    "Open": 27593.0,
-                    "High": 27599.0,
-                    "Low": 27593.0,
-                    "Close": 27599.0,
-                    "Volume": 0.18592112
-                }
-            },
-            {
-                "scenario_id": "200",
-                "features": {
-                    "Timestamp": 1424003100.0,
-                    "Open": 259.23,
-                    "High": 259.5,
-                    "Low": 259.23,
-                    "Close": 259.5,
-                    "Volume": 0.43798499
-                }
-            }
-        ],
-        "target_column": "Volume",
-        "task_sub_type": "regression",
-        "ranking_ground_truth": {
-            "top_k_ids": [
-                "001",
-                "005",
-                "014"
-            ]
-        },
-        "sort_direction": "high"
-    },
-    "response": "",
-    "evaluation_score": {}
-}
\ No newline at end of file
+    "sort_direction": "low"
+  },
+  "response": "",
+  "evaluation_score": {}
+}
diff --git a/ranking_and_filtering/finance/regression/Bitcoin_Historical_Data_B4/Bitcoin_Historical_Data_B4_007/Bitcoin_Historical_Data_B4_007_current.json b/ranking_and_filtering/finance/regression/Bitcoin_Historical_Data_B4/Bitcoin_Historical_Data_B4_007/Bitcoin_Historical_Data_B4_007_current.json
index 3bfaea89334c83db828846cc88bf785ec98050d0..8f13ac68ca14ed767a4b529ea3d256761a7a9093 100644
--- a/ranking_and_filtering/finance/regression/Bitcoin_Historical_Data_B4/Bitcoin_Historical_Data_B4_007/Bitcoin_Historical_Data_B4_007_current.json
+++ b/ranking_and_filtering/finance/regression/Bitcoin_Historical_Data_B4/Bitcoin_Historical_Data_B4_007/Bitcoin_Historical_Data_B4_007_current.json
@@ -1,2209 +1,2209 @@
 {
-    "id": "007",
-    "task_type": "B4",
-    "subtask_type": "filter",
-    "perspective": "data_holder",
-    "dataset_name": "Bitcoin Historical Data",
-    "table_path": "output/Bitcoin Historical Data_B4/Bitcoin Historical Data_B4_007/test.csv",
-    "query": "We're planning capital allocation for quieter market phases. Using our past logs for context, identify all time windows in the NEW batch where the opening price was under $100. From that subset, which bottom 8 periods have the lowest volume?",
-    "meta_info": {
-        "domain": "finance"
+  "id": "007",
+  "task_type": "B4",
+  "subtask_type": "filter",
+  "perspective": "data_holder",
+  "dataset_name": "Bitcoin Historical Data",
+  "table_path": "output/Bitcoin Historical Data_B4/Bitcoin Historical Data_B4_007/test.csv",
+  "query": "We're planning capital allocation for quieter market phases. Using our past logs for context, identify all time windows in the NEW batch where the opening price was under $100. From that subset, which bottom 8 periods have the lowest volume?",
+  "meta_info": {
+    "domain": "finance"
+  },
+  "final_decision": {},
+  "what_if": {},
+  "ground_truth": {
+    "extracted_features": [
+      {
+        "scenario_id": "001",
+        "features": {
+          "Timestamp": 1624685940.0,
+          "Open": 31659.15,
+          "High": 31668.62,
+          "Low": 31633.43,
+          "Close": 31668.62,
+          "Volume": 2.67685335
+        }
+      },
+      {
+        "scenario_id": "002",
+        "features": {
+          "Timestamp": 1441800240.0,
+          "Open": 240.05,
+          "High": 240.05,
+          "Low": 239.46,
+          "Close": 239.47,
+          "Volume": 5.5878402
+        }
+      },
+      {
+        "scenario_id": "003",
+        "features": {
+          "Timestamp": 1450554660.0,
+          "Open": 463.01,
+          "High": 463.22,
+          "Low": 463.01,
+          "Close": 463.22,
+          "Volume": 0.16693977
+        }
+      },
+      {
+        "scenario_id": "004",
+        "features": {
+          "Timestamp": 1345692720.0,
+          "Open": 9.96,
+          "High": 9.96,
+          "Low": 9.96,
+          "Close": 9.96,
+          "Volume": 0.0
+        }
+      },
+      {
+        "scenario_id": "005",
+        "features": {
+          "Timestamp": 1658403780.0,
+          "Open": 22981.57,
+          "High": 22986.0,
+          "Low": 22979.71,
+          "Close": 22986.0,
+          "Volume": 0.51900512
+        }
+      },
+      {
+        "scenario_id": "006",
+        "features": {
+          "Timestamp": 1555086780.0,
+          "Open": 5077.65,
+          "High": 5077.65,
+          "Low": 5076.86,
+          "Close": 5077.65,
+          "Volume": 0.40978039
+        }
+      },
+      {
+        "scenario_id": "007",
+        "features": {
+          "Timestamp": 1362125220.0,
+          "Open": 33.7,
+          "High": 33.7,
+          "Low": 33.7,
+          "Close": 33.7,
+          "Volume": 0.0
+        }
+      },
+      {
+        "scenario_id": "008",
+        "features": {
+          "Timestamp": 1513848540.0,
+          "Open": 16857.34,
+          "High": 16887.89,
+          "Low": 16851.0,
+          "Close": 16871.81,
+          "Volume": 1.25286813
+        }
+      },
+      {
+        "scenario_id": "009",
+        "features": {
+          "Timestamp": 1633011780.0,
+          "Open": 43167.64,
+          "High": 43167.64,
+          "Low": 43151.01,
+          "Close": 43151.01,
+          "Volume": 0.53213008
+        }
+      },
+      {
+        "scenario_id": "010",
+        "features": {
+          "Timestamp": 1621585620.0,
+          "Open": 40190.96,
+          "High": 40269.59,
+          "Low": 40155.67,
+          "Close": 40186.1,
+          "Volume": 6.95237506
+        }
+      },
+      {
+        "scenario_id": "011",
+        "features": {
+          "Timestamp": 1412145240.0,
+          "Open": 388.95,
+          "High": 389.82,
+          "Low": 388.94,
+          "Close": 389.82,
+          "Volume": 0.590602
+        }
+      },
+      {
+        "scenario_id": "012",
+        "features": {
+          "Timestamp": 1533323040.0,
+          "Open": 7472.42,
+          "High": 7472.43,
+          "Low": 7472.42,
+          "Close": 7472.42,
+          "Volume": 2.95644968
+        }
+      },
+      {
+        "scenario_id": "013",
+        "features": {
+          "Timestamp": 1435342620.0,
+          "Open": 241.17,
+          "High": 241.27,
+          "Low": 241.1,
+          "Close": 241.27,
+          "Volume": 0.81005891
+        }
+      },
+      {
+        "scenario_id": "014",
+        "features": {
+          "Timestamp": 1518514200.0,
+          "Open": 8620.04,
+          "High": 8642.37,
+          "Low": 8615.99,
+          "Close": 8620.21,
+          "Volume": 5.27962557
+        }
+      },
+      {
+        "scenario_id": "015",
+        "features": {
+          "Timestamp": 1673784480.0,
+          "Open": 20701.0,
+          "High": 20702.0,
+          "Low": 20701.0,
+          "Close": 20702.0,
+          "Volume": 0.00606
+        }
+      },
+      {
+        "scenario_id": "016",
+        "features": {
+          "Timestamp": 1473757260.0,
+          "Open": 606.32,
+          "High": 608.14,
+          "Low": 606.32,
+          "Close": 606.32,
+          "Volume": 0.03649292
+        }
+      },
+      {
+        "scenario_id": "017",
+        "features": {
+          "Timestamp": 1480917000.0,
+          "Open": 761.98,
+          "High": 761.98,
+          "Low": 761.0,
+          "Close": 761.0,
+          "Volume": 3.32380331
+        }
+      },
+      {
+        "scenario_id": "018",
+        "features": {
+          "Timestamp": 1651074000.0,
+          "Open": 38892.32,
+          "High": 38900.36,
+          "Low": 38877.88,
+          "Close": 38899.02,
+          "Volume": 0.07009968
+        }
+      },
+      {
+        "scenario_id": "019",
+        "features": {
+          "Timestamp": 1548438720.0,
+          "Open": 3541.41,
+          "High": 3543.5,
+          "Low": 3539.87,
+          "Close": 3543.5,
+          "Volume": 0.85749567
+        }
+      },
+      {
+        "scenario_id": "020",
+        "features": {
+          "Timestamp": 1553636160.0,
+          "Open": 3915.76,
+          "High": 3915.79,
+          "Low": 3914.5,
+          "Close": 3914.5,
+          "Volume": 6.75594084
+        }
+      },
+      {
+        "scenario_id": "021",
+        "features": {
+          "Timestamp": 1537187040.0,
+          "Open": 6464.27,
+          "High": 6464.27,
+          "Low": 6464.27,
+          "Close": 6464.27,
+          "Volume": 0.08017079
+        }
+      },
+      {
+        "scenario_id": "022",
+        "features": {
+          "Timestamp": 1533348300.0,
+          "Open": 7412.9,
+          "High": 7418.91,
+          "Low": 7412.9,
+          "Close": 7415.14,
+          "Volume": 0.98988626
+        }
+      },
+      {
+        "scenario_id": "023",
+        "features": {
+          "Timestamp": 1598709000.0,
+          "Open": 11554.54,
+          "High": 11559.97,
+          "Low": 11554.54,
+          "Close": 11559.97,
+          "Volume": 0.06466014
+        }
+      },
+      {
+        "scenario_id": "024",
+        "features": {
+          "Timestamp": 1507669560.0,
+          "Open": 4859.92,
+          "High": 4865.0,
+          "Low": 4859.91,
+          "Close": 4862.81,
+          "Volume": 13.5712993
+        }
+      },
+      {
+        "scenario_id": "025",
+        "features": {
+          "Timestamp": 1604086560.0,
+          "Open": 13506.14,
+          "High": 13512.76,
+          "Low": 13496.82,
+          "Close": 13510.0,
+          "Volume": 13.13601309
+        }
+      },
+      {
+        "scenario_id": "026",
+        "features": {
+          "Timestamp": 1391899440.0,
+          "Open": 709.01,
+          "High": 711.39,
+          "Low": 709.0,
+          "Close": 709.0,
+          "Volume": 15.95213628
+        }
+      },
+      {
+        "scenario_id": "027",
+        "features": {
+          "Timestamp": 1550563860.0,
+          "Open": 3864.7,
+          "High": 3864.7,
+          "Low": 3862.95,
+          "Close": 3862.95,
+          "Volume": 1.294605
+        }
+      },
+      {
+        "scenario_id": "028",
+        "features": {
+          "Timestamp": 1517452320.0,
+          "Open": 9981.2,
+          "High": 10000.0,
+          "Low": 9981.17,
+          "Close": 9982.05,
+          "Volume": 7.24289775
+        }
+      },
+      {
+        "scenario_id": "029",
+        "features": {
+          "Timestamp": 1616129160.0,
+          "Open": 56805.46,
+          "High": 56878.99,
+          "Low": 56797.01,
+          "Close": 56878.99,
+          "Volume": 1.34234047
+        }
+      },
+      {
+        "scenario_id": "030",
+        "features": {
+          "Timestamp": 1350483780.0,
+          "Open": 11.7,
+          "High": 11.7,
+          "Low": 11.7,
+          "Close": 11.7,
+          "Volume": 0.0
+        }
+      },
+      {
+        "scenario_id": "031",
+        "features": {
+          "Timestamp": 1380201300.0,
+          "Open": 123.76,
+          "High": 123.76,
+          "Low": 123.42,
+          "Close": 123.74,
+          "Volume": 16.38
+        }
+      },
+      {
+        "scenario_id": "032",
+        "features": {
+          "Timestamp": 1465727160.0,
+          "Open": 622.61,
+          "High": 625.42,
+          "Low": 622.61,
+          "Close": 625.42,
+          "Volume": 0.74722108
+        }
+      },
+      {
+        "scenario_id": "033",
+        "features": {
+          "Timestamp": 1638360840.0,
+          "Open": 57152.6,
+          "High": 57152.6,
+          "Low": 57128.02,
+          "Close": 57146.49,
+          "Volume": 0.10318481
+        }
+      },
+      {
+        "scenario_id": "034",
+        "features": {
+          "Timestamp": 1640457600.0,
+          "Open": 50706.01,
+          "High": 50726.32,
+          "Low": 50678.34,
+          "Close": 50687.3,
+          "Volume": 1.04271934
+        }
+      },
+      {
+        "scenario_id": "035",
+        "features": {
+          "Timestamp": 1599763860.0,
+          "Open": 10415.85,
+          "High": 10419.01,
+          "Low": 10403.19,
+          "Close": 10417.22,
+          "Volume": 8.58635179
+        }
+      },
+      {
+        "scenario_id": "036",
+        "features": {
+          "Timestamp": 1607552520.0,
+          "Open": 18343.32,
+          "High": 18346.18,
+          "Low": 18308.5,
+          "Close": 18308.5,
+          "Volume": 6.42504231
+        }
+      },
+      {
+        "scenario_id": "037",
+        "features": {
+          "Timestamp": 1413375360.0,
+          "Open": 388.33,
+          "High": 389.94,
+          "Low": 388.3,
+          "Close": 389.92,
+          "Volume": 13.69683051
+        }
+      },
+      {
+        "scenario_id": "038",
+        "features": {
+          "Timestamp": 1458173940.0,
+          "Open": 416.0,
+          "High": 416.0,
+          "Low": 416.0,
+          "Close": 416.0,
+          "Volume": 0.0
+        }
+      },
+      {
+        "scenario_id": "039",
+        "features": {
+          "Timestamp": 1369576080.0,
+          "Open": 129.25,
+          "High": 129.25,
+          "Low": 129.25,
+          "Close": 129.25,
+          "Volume": 1.0
+        }
+      },
+      {
+        "scenario_id": "040",
+        "features": {
+          "Timestamp": 1379757720.0,
+          "Open": 123.07,
+          "High": 123.1,
+          "Low": 123.07,
+          "Close": 123.1,
+          "Volume": 4.0
+        }
+      },
+      {
+        "scenario_id": "041",
+        "features": {
+          "Timestamp": 1336769220.0,
+          "Open": 4.93,
+          "High": 4.93,
+          "Low": 4.93,
+          "Close": 4.93,
+          "Volume": 0.0
+        }
+      },
+      {
+        "scenario_id": "042",
+        "features": {
+          "Timestamp": 1344710580.0,
+          "Open": 11.31,
+          "High": 11.31,
+          "Low": 11.31,
+          "Close": 11.31,
+          "Volume": 0.0
+        }
+      },
+      {
+        "scenario_id": "043",
+        "features": {
+          "Timestamp": 1634023560.0,
+          "Open": 56709.0,
+          "High": 56728.74,
+          "Low": 56709.0,
+          "Close": 56728.74,
+          "Volume": 0.06867295
+        }
+      },
+      {
+        "scenario_id": "044",
+        "features": {
+          "Timestamp": 1402934340.0,
+          "Open": 604.0,
+          "High": 604.98,
+          "Low": 604.0,
+          "Close": 604.98,
+          "Volume": 1.04919835
+        }
+      },
+      {
+        "scenario_id": "045",
+        "features": {
+          "Timestamp": 1439767200.0,
+          "Open": 256.85,
+          "High": 257.01,
+          "Low": 256.85,
+          "Close": 257.01,
+          "Volume": 0.37897
+        }
+      },
+      {
+        "scenario_id": "046",
+        "features": {
+          "Timestamp": 1524692160.0,
+          "Open": 9028.55,
+          "High": 9030.0,
+          "Low": 9021.25,
+          "Close": 9021.25,
+          "Volume": 7.69829825
+        }
+      },
+      {
+        "scenario_id": "047",
+        "features": {
+          "Timestamp": 1498328760.0,
+          "Open": 2635.85,
+          "High": 2641.83,
+          "Low": 2635.0,
+          "Close": 2635.0,
+          "Volume": 2.14360782
+        }
+      },
+      {
+        "scenario_id": "048",
+        "features": {
+          "Timestamp": 1685119020.0,
+          "Open": 26403.0,
+          "High": 26420.0,
+          "Low": 26403.0,
+          "Close": 26418.0,
+          "Volume": 0.17476383
+        }
+      },
+      {
+        "scenario_id": "049",
+        "features": {
+          "Timestamp": 1331543220.0,
+          "Open": 5.0,
+          "High": 5.0,
+          "Low": 5.0,
+          "Close": 5.0,
+          "Volume": 0.0
+        }
+      },
+      {
+        "scenario_id": "050",
+        "features": {
+          "Timestamp": 1451588100.0,
+          "Open": 424.34,
+          "High": 424.34,
+          "Low": 424.34,
+          "Close": 424.34,
+          "Volume": 0.0
+        }
+      },
+      {
+        "scenario_id": "051",
+        "features": {
+          "Timestamp": 1705495320.0,
+          "Open": 42767.0,
+          "High": 42767.0,
+          "Low": 42739.0,
+          "Close": 42748.0,
+          "Volume": 0.29707171
+        }
+      },
+      {
+        "scenario_id": "052",
+        "features": {
+          "Timestamp": 1548861900.0,
+          "Open": 3421.27,
+          "High": 3421.85,
+          "Low": 3421.27,
+          "Close": 3421.85,
+          "Volume": 0.312878
+        }
+      },
+      {
+        "scenario_id": "053",
+        "features": {
+          "Timestamp": 1407697080.0,
+          "Open": 592.0,
+          "High": 592.0,
+          "Low": 592.0,
+          "Close": 592.0,
+          "Volume": 0.0
+        }
+      },
+      {
+        "scenario_id": "054",
+        "features": {
+          "Timestamp": 1383223680.0,
+          "Open": 198.76,
+          "High": 198.76,
+          "Low": 198.76,
+          "Close": 198.76,
+          "Volume": 0.15
+        }
+      },
+      {
+        "scenario_id": "055",
+        "features": {
+          "Timestamp": 1687880100.0,
+          "Open": 30634.0,
+          "High": 30635.0,
+          "Low": 30633.0,
+          "Close": 30633.0,
+          "Volume": 1.72524642
+        }
+      },
+      {
+        "scenario_id": "056",
+        "features": {
+          "Timestamp": 1719383280.0,
+          "Open": 62224.0,
+          "High": 62225.0,
+          "Low": 62223.0,
+          "Close": 62225.0,
+          "Volume": 0.13830456
+        }
+      },
+      {
+        "scenario_id": "057",
+        "features": {
+          "Timestamp": 1646136120.0,
+          "Open": 43471.39,
+          "High": 43502.04,
+          "Low": 43460.91,
+          "Close": 43502.04,
+          "Volume": 0.14162937
+        }
+      },
+      {
+        "scenario_id": "058",
+        "features": {
+          "Timestamp": 1550878440.0,
+          "Open": 3939.1,
+          "High": 3940.84,
+          "Low": 3939.1,
+          "Close": 3940.84,
+          "Volume": 0.16695588
+        }
+      },
+      {
+        "scenario_id": "059",
+        "features": {
+          "Timestamp": 1620604140.0,
+          "Open": 57251.9,
+          "High": 57251.9,
+          "Low": 57221.48,
+          "Close": 57221.48,
+          "Volume": 1.15307237
+        }
+      },
+      {
+        "scenario_id": "060",
+        "features": {
+          "Timestamp": 1473348660.0,
+          "Open": 627.53,
+          "High": 627.53,
+          "Low": 626.34,
+          "Close": 626.34,
+          "Volume": 1.405633
+        }
+      },
+      {
+        "scenario_id": "061",
+        "features": {
+          "Timestamp": 1428318960.0,
+          "Open": 258.32,
+          "High": 258.32,
+          "Low": 258.32,
+          "Close": 258.32,
+          "Volume": 0.0
+        }
+      },
+      {
+        "scenario_id": "062",
+        "features": {
+          "Timestamp": 1410128520.0,
+          "Open": 479.01,
+          "High": 479.01,
+          "Low": 479.01,
+          "Close": 479.01,
+          "Volume": 0.042
+        }
+      },
+      {
+        "scenario_id": "063",
+        "features": {
+          "Timestamp": 1545162720.0,
+          "Open": 3560.4,
+          "High": 3568.72,
+          "Low": 3560.4,
+          "Close": 3563.91,
+          "Volume": 40.47536826
+        }
+      },
+      {
+        "scenario_id": "064",
+        "features": {
+          "Timestamp": 1444765980.0,
+          "Open": 248.99,
+          "High": 249.19,
+          "Low": 248.54,
+          "Close": 249.19,
+          "Volume": 63.48983592
+        }
+      },
+      {
+        "scenario_id": "065",
+        "features": {
+          "Timestamp": 1522012680.0,
+          "Open": 8556.98,
+          "High": 8556.98,
+          "Low": 8556.82,
+          "Close": 8556.82,
+          "Volume": 0.11680705
+        }
+      },
+      {
+        "scenario_id": "066",
+        "features": {
+          "Timestamp": 1329104280.0,
+          "Open": 5.67,
+          "High": 5.67,
+          "Low": 5.67,
+          "Close": 5.67,
+          "Volume": 0.0
+        }
+      },
+      {
+        "scenario_id": "067",
+        "features": {
+          "Timestamp": 1550606160.0,
+          "Open": 3941.76,
+          "High": 3941.76,
+          "Low": 3940.37,
+          "Close": 3941.28,
+          "Volume": 16.3121622
+        }
+      },
+      {
+        "scenario_id": "068",
+        "features": {
+          "Timestamp": 1386803040.0,
+          "Open": 886.08,
+          "High": 890.89,
+          "Low": 886.08,
+          "Close": 890.89,
+          "Volume": 4.414446
+        }
+      },
+      {
+        "scenario_id": "069",
+        "features": {
+          "Timestamp": 1376020140.0,
+          "Open": 94.26,
+          "High": 94.26,
+          "Low": 94.22,
+          "Close": 94.22,
+          "Volume": 1.44297025
+        }
+      },
+      {
+        "scenario_id": "070",
+        "features": {
+          "Timestamp": 1448399700.0,
+          "Open": 321.1,
+          "High": 321.12,
+          "Low": 321.1,
+          "Close": 321.12,
+          "Volume": 13.29174717
+        }
+      },
+      {
+        "scenario_id": "071",
+        "features": {
+          "Timestamp": 1413042300.0,
+          "Open": 355.58,
+          "High": 355.58,
+          "Low": 355.58,
+          "Close": 355.58,
+          "Volume": 0.02766667
+        }
+      },
+      {
+        "scenario_id": "072",
+        "features": {
+          "Timestamp": 1639346460.0,
+          "Open": 49926.23,
+          "High": 49929.34,
+          "Low": 49891.01,
+          "Close": 49929.34,
+          "Volume": 0.52188499
+        }
+      },
+      {
+        "scenario_id": "073",
+        "features": {
+          "Timestamp": 1381339140.0,
+          "Open": 124.17,
+          "High": 124.17,
+          "Low": 124.16,
+          "Close": 124.16,
+          "Volume": 145.02871466
+        }
+      },
+      {
+        "scenario_id": "074",
+        "features": {
+          "Timestamp": 1410482400.0,
+          "Open": 474.8,
+          "High": 475.0,
+          "Low": 474.75,
+          "Close": 474.8,
+          "Volume": 0.43297938
+        }
+      },
+      {
+        "scenario_id": "075",
+        "features": {
+          "Timestamp": 1709853360.0,
+          "Open": 67619.0,
+          "High": 67624.0,
+          "Low": 67563.0,
+          "Close": 67587.0,
+          "Volume": 5.91332353
+        }
+      },
+      {
+        "scenario_id": "076",
+        "features": {
+          "Timestamp": 1582379220.0,
+          "Open": 9649.83,
+          "High": 9652.44,
+          "Low": 9647.84,
+          "Close": 9652.42,
+          "Volume": 0.37150392
+        }
+      },
+      {
+        "scenario_id": "077",
+        "features": {
+          "Timestamp": 1665915600.0,
+          "Open": 19129.0,
+          "High": 19131.0,
+          "Low": 19127.0,
+          "Close": 19130.0,
+          "Volume": 0.04175327
+        }
+      },
+      {
+        "scenario_id": "078",
+        "features": {
+          "Timestamp": 1409806860.0,
+          "Open": 472.6,
+          "High": 472.6,
+          "Low": 472.6,
+          "Close": 472.6,
+          "Volume": 0.16467508
+        }
+      },
+      {
+        "scenario_id": "079",
+        "features": {
+          "Timestamp": 1673946300.0,
+          "Open": 21128.0,
+          "High": 21129.0,
+          "Low": 21125.0,
+          "Close": 21125.0,
+          "Volume": 2.67143365
+        }
+      },
+      {
+        "scenario_id": "080",
+        "features": {
+          "Timestamp": 1434050220.0,
+          "Open": 228.54,
+          "High": 228.54,
+          "Low": 228.49,
+          "Close": 228.5,
+          "Volume": 226.53465499
+        }
+      },
+      {
+        "scenario_id": "081",
+        "features": {
+          "Timestamp": 1445455380.0,
+          "Open": 268.3,
+          "High": 268.3,
+          "Low": 268.3,
+          "Close": 268.3,
+          "Volume": 0.0
+        }
+      },
+      {
+        "scenario_id": "082",
+        "features": {
+          "Timestamp": 1607862360.0,
+          "Open": 19121.88,
+          "High": 19122.13,
+          "Low": 19111.63,
+          "Close": 19122.13,
+          "Volume": 1.18601
+        }
+      },
+      {
+        "scenario_id": "083",
+        "features": {
+          "Timestamp": 1703888220.0,
+          "Open": 41936.0,
+          "High": 41944.0,
+          "Low": 41921.0,
+          "Close": 41944.0,
+          "Volume": 0.20154701
+        }
+      },
+      {
+        "scenario_id": "084",
+        "features": {
+          "Timestamp": 1575370740.0,
+          "Open": 7291.6,
+          "High": 7291.6,
+          "Low": 7278.72,
+          "Close": 7286.59,
+          "Volume": 0.62251595
+        }
+      },
+      {
+        "scenario_id": "085",
+        "features": {
+          "Timestamp": 1598497860.0,
+          "Open": 11456.28,
+          "High": 11468.72,
+          "Low": 11456.28,
+          "Close": 11468.72,
+          "Volume": 0.44237354
+        }
+      },
+      {
+        "scenario_id": "086",
+        "features": {
+          "Timestamp": 1470821220.0,
+          "Open": 584.59,
+          "High": 584.59,
+          "Low": 584.59,
+          "Close": 584.59,
+          "Volume": 0.28794772
+        }
+      },
+      {
+        "scenario_id": "087",
+        "features": {
+          "Timestamp": 1572076980.0,
+          "Open": 9573.94,
+          "High": 9591.68,
+          "Low": 9571.79,
+          "Close": 9584.92,
+          "Volume": 26.27234652
+        }
+      },
+      {
+        "scenario_id": "088",
+        "features": {
+          "Timestamp": 1646031180.0,
+          "Open": 38191.5,
+          "High": 38196.11,
+          "Low": 38171.52,
+          "Close": 38192.73,
+          "Volume": 0.40705251
+        }
+      },
+      {
+        "scenario_id": "089",
+        "features": {
+          "Timestamp": 1429456380.0,
+          "Open": 226.46,
+          "High": 226.65,
+          "Low": 226.34,
+          "Close": 226.34,
+          "Volume": 7.2758393
+        }
+      },
+      {
+        "scenario_id": "090",
+        "features": {
+          "Timestamp": 1424626560.0,
+          "Open": 245.46,
+          "High": 245.46,
+          "Low": 245.46,
+          "Close": 245.46,
+          "Volume": 0.0
+        }
+      },
+      {
+        "scenario_id": "091",
+        "features": {
+          "Timestamp": 1714246920.0,
+          "Open": 62862.0,
+          "High": 62905.0,
+          "Low": 62858.0,
+          "Close": 62905.0,
+          "Volume": 0.01604005
+        }
+      },
+      {
+        "scenario_id": "092",
+        "features": {
+          "Timestamp": 1585375800.0,
+          "Open": 6250.38,
+          "High": 6250.92,
+          "Low": 6244.59,
+          "Close": 6250.92,
+          "Volume": 4.7418665
+        }
+      },
+      {
+        "scenario_id": "093",
+        "features": {
+          "Timestamp": 1518924600.0,
+          "Open": 10822.07,
+          "High": 10822.08,
+          "Low": 10822.06,
+          "Close": 10822.06,
+          "Volume": 0.30549127
+        }
+      },
+      {
+        "scenario_id": "094",
+        "features": {
+          "Timestamp": 1724834520.0,
+          "Open": 59512.0,
+          "High": 59512.0,
+          "Low": 59498.0,
+          "Close": 59501.0,
+          "Volume": 0.52627063
+        }
+      },
+      {
+        "scenario_id": "095",
+        "features": {
+          "Timestamp": 1429320840.0,
+          "Open": 222.35,
+          "High": 222.36,
+          "Low": 222.35,
+          "Close": 222.36,
+          "Volume": 0.77583
+        }
+      },
+      {
+        "scenario_id": "096",
+        "features": {
+          "Timestamp": 1677904020.0,
+          "Open": 22345.0,
+          "High": 22346.0,
+          "Low": 22338.0,
+          "Close": 22341.0,
+          "Volume": 1.05983029
+        }
+      },
+      {
+        "scenario_id": "097",
+        "features": {
+          "Timestamp": 1648252860.0,
+          "Open": 44414.42,
+          "High": 44463.93,
+          "Low": 44414.42,
+          "Close": 44462.43,
+          "Volume": 0.82322366
+        }
+      },
+      {
+        "scenario_id": "098",
+        "features": {
+          "Timestamp": 1607541720.0,
+          "Open": 18485.65,
+          "High": 18497.11,
+          "Low": 18479.37,
+          "Close": 18484.35,
+          "Volume": 1.16995062
+        }
+      },
+      {
+        "scenario_id": "099",
+        "features": {
+          "Timestamp": 1717525680.0,
+          "Open": 69707.0,
+          "High": 69743.0,
+          "Low": 69707.0,
+          "Close": 69743.0,
+          "Volume": 2.97480476
+        }
+      },
+      {
+        "scenario_id": "100",
+        "features": {
+          "Timestamp": 1625796900.0,
+          "Open": 32615.84,
+          "High": 32617.04,
+          "Low": 32582.19,
+          "Close": 32588.42,
+          "Volume": 0.98180786
+        }
+      },
+      {
+        "scenario_id": "101",
+        "features": {
+          "Timestamp": 1416574440.0,
+          "Open": 346.01,
+          "High": 347.0,
+          "Low": 346.01,
+          "Close": 347.0,
+          "Volume": 42.63077814
+        }
+      },
+      {
+        "scenario_id": "102",
+        "features": {
+          "Timestamp": 1507645200.0,
+          "Open": 4762.0,
+          "High": 4764.56,
+          "Low": 4752.7,
+          "Close": 4756.99,
+          "Volume": 23.13587541
+        }
+      },
+      {
+        "scenario_id": "103",
+        "features": {
+          "Timestamp": 1634929260.0,
+          "Open": 61594.13,
+          "High": 61654.78,
+          "Low": 61594.13,
+          "Close": 61654.78,
+          "Volume": 0.34399862
+        }
+      },
+      {
+        "scenario_id": "104",
+        "features": {
+          "Timestamp": 1554835680.0,
+          "Open": 5203.3,
+          "High": 5205.36,
+          "Low": 5202.26,
+          "Close": 5203.0,
+          "Volume": 6.34063879
+        }
+      },
+      {
+        "scenario_id": "105",
+        "features": {
+          "Timestamp": 1496585100.0,
+          "Open": 2542.88,
+          "High": 2542.88,
+          "Low": 2542.88,
+          "Close": 2542.88,
+          "Volume": 0.11532433
+        }
+      },
+      {
+        "scenario_id": "106",
+        "features": {
+          "Timestamp": 1621460940.0,
+          "Open": 39187.9,
+          "High": 39429.54,
+          "Low": 39178.73,
+          "Close": 39296.11,
+          "Volume": 16.96860903
+        }
+      },
+      {
+        "scenario_id": "107",
+        "features": {
+          "Timestamp": 1723334880.0,
+          "Open": 61076.0,
+          "High": 61098.0,
+          "Low": 61076.0,
+          "Close": 61098.0,
+          "Volume": 0.37486327
+        }
+      },
+      {
+        "scenario_id": "108",
+        "features": {
+          "Timestamp": 1562005440.0,
+          "Open": 10580.0,
+          "High": 10580.0,
+          "Low": 10548.44,
+          "Close": 10549.97,
+          "Volume": 16.14584719
+        }
+      },
+      {
+        "scenario_id": "109",
+        "features": {
+          "Timestamp": 1725234960.0,
+          "Open": 58463.0,
+          "High": 58463.0,
+          "Low": 58463.0,
+          "Close": 58463.0,
+          "Volume": 0.0
+        }
+      },
+      {
+        "scenario_id": "110",
+        "features": {
+          "Timestamp": 1410852420.0,
+          "Open": 473.31,
+          "High": 473.4,
+          "Low": 473.31,
+          "Close": 473.4,
+          "Volume": 12.41
+        }
+      },
+      {
+        "scenario_id": "111",
+        "features": {
+          "Timestamp": 1368348600.0,
+          "Open": 115.53,
+          "High": 115.53,
+          "Low": 115.53,
+          "Close": 115.53,
+          "Volume": 0.48310841
+        }
+      },
+      {
+        "scenario_id": "112",
+        "features": {
+          "Timestamp": 1705941180.0,
+          "Open": 40855.0,
+          "High": 40891.0,
+          "Low": 40855.0,
+          "Close": 40889.0,
+          "Volume": 7.15333032
+        }
+      },
+      {
+        "scenario_id": "113",
+        "features": {
+          "Timestamp": 1544911800.0,
+          "Open": 3148.37,
+          "High": 3148.37,
+          "Low": 3148.37,
+          "Close": 3148.37,
+          "Volume": 0.00179081
+        }
+      },
+      {
+        "scenario_id": "114",
+        "features": {
+          "Timestamp": 1701400800.0,
+          "Open": 37785.0,
+          "High": 37785.0,
+          "Low": 37779.0,
+          "Close": 37779.0,
+          "Volume": 0.0089506
+        }
+      },
+      {
+        "scenario_id": "115",
+        "features": {
+          "Timestamp": 1360266540.0,
+          "Open": 21.35,
+          "High": 21.35,
+          "Low": 21.35,
+          "Close": 21.35,
+          "Volume": 4.48106356
+        }
+      },
+      {
+        "scenario_id": "116",
+        "features": {
+          "Timestamp": 1609841520.0,
+          "Open": 31120.0,
+          "High": 31218.81,
+          "Low": 31116.37,
+          "Close": 31189.73,
+          "Volume": 3.06735124
+        }
+      },
+      {
+        "scenario_id": "117",
+        "features": {
+          "Timestamp": 1502819520.0,
+          "Open": 3980.02,
+          "High": 3980.02,
+          "Low": 3965.9,
+          "Close": 3968.01,
+          "Volume": 1.42028149
+        }
+      },
+      {
+        "scenario_id": "118",
+        "features": {
+          "Timestamp": 1507914060.0,
+          "Open": 5564.02,
+          "High": 5582.26,
+          "Low": 5560.01,
+          "Close": 5580.0,
+          "Volume": 12.20668245
+        }
+      },
+      {
+        "scenario_id": "119",
+        "features": {
+          "Timestamp": 1698578760.0,
+          "Open": 34091.0,
+          "High": 34096.0,
+          "Low": 34090.0,
+          "Close": 34096.0,
+          "Volume": 0.48042215
+        }
+      },
+      {
+        "scenario_id": "120",
+        "features": {
+          "Timestamp": 1677376740.0,
+          "Open": 22898.0,
+          "High": 22925.0,
+          "Low": 22890.0,
+          "Close": 22925.0,
+          "Volume": 0.44003966
+        }
+      },
+      {
+        "scenario_id": "121",
+        "features": {
+          "Timestamp": 1657049400.0,
+          "Open": 19426.65,
+          "High": 19429.54,
+          "Low": 19413.15,
+          "Close": 19418.61,
+          "Volume": 0.34250653
+        }
+      },
+      {
+        "scenario_id": "122",
+        "features": {
+          "Timestamp": 1557458580.0,
+          "Open": 6135.8,
+          "High": 6147.73,
+          "Low": 6135.8,
+          "Close": 6147.73,
+          "Volume": 0.03175
+        }
+      },
+      {
+        "scenario_id": "123",
+        "features": {
+          "Timestamp": 1560540000.0,
+          "Open": 8411.0,
+          "High": 8412.26,
+          "Low": 8405.49,
+          "Close": 8412.26,
+          "Volume": 2.88619327
+        }
+      },
+      {
+        "scenario_id": "124",
+        "features": {
+          "Timestamp": 1590100800.0,
+          "Open": 8951.5,
+          "High": 8953.74,
+          "Low": 8942.13,
+          "Close": 8943.34,
+          "Volume": 2.09407785
+        }
+      },
+      {
+        "scenario_id": "125",
+        "features": {
+          "Timestamp": 1687581900.0,
+          "Open": 30588.0,
+          "High": 30588.0,
+          "Low": 30588.0,
+          "Close": 30588.0,
+          "Volume": 0.00190971
+        }
+      },
+      {
+        "scenario_id": "126",
+        "features": {
+          "Timestamp": 1354773540.0,
+          "Open": 13.2,
+          "High": 13.2,
+          "Low": 13.2,
+          "Close": 13.2,
+          "Volume": 0.0
+        }
+      },
+      {
+        "scenario_id": "127",
+        "features": {
+          "Timestamp": 1715547000.0,
+          "Open": 61572.0,
+          "High": 61572.0,
+          "Low": 61560.0,
+          "Close": 61572.0,
+          "Volume": 0.47989609
+        }
+      },
+      {
+        "scenario_id": "128",
+        "features": {
+          "Timestamp": 1477776660.0,
+          "Open": 711.09,
+          "High": 711.09,
+          "Low": 711.09,
+          "Close": 711.09,
+          "Volume": 0.0078609
+        }
+      },
+      {
+        "scenario_id": "129",
+        "features": {
+          "Timestamp": 1530145380.0,
+          "Open": 6135.01,
+          "High": 6140.01,
+          "Low": 6135.01,
+          "Close": 6135.32,
+          "Volume": 4.09359929
+        }
+      },
+      {
+        "scenario_id": "130",
+        "features": {
+          "Timestamp": 1540275240.0,
+          "Open": 6407.99,
+          "High": 6408.0,
+          "Low": 6407.95,
+          "Close": 6407.95,
+          "Volume": 2.0053098
+        }
+      },
+      {
+        "scenario_id": "132",
+        "features": {
+          "Timestamp": 1605661200.0,
+          "Open": 17713.94,
+          "High": 17735.32,
+          "Low": 17706.72,
+          "Close": 17729.33,
+          "Volume": 7.89026579
+        }
+      },
+      {
+        "scenario_id": "133",
+        "features": {
+          "Timestamp": 1627383480.0,
+          "Open": 37030.0,
+          "High": 37061.91,
+          "Low": 37030.0,
+          "Close": 37043.57,
+          "Volume": 0.64613528
+        }
+      },
+      {
+        "scenario_id": "134",
+        "features": {
+          "Timestamp": 1506689940.0,
+          "Open": 4118.58,
+          "High": 4118.58,
+          "Low": 4101.63,
+          "Close": 4101.63,
+          "Volume": 6.38395367
+        }
+      },
+      {
+        "scenario_id": "135",
+        "features": {
+          "Timestamp": 1470552240.0,
+          "Open": 589.58,
+          "High": 589.58,
+          "Low": 589.58,
+          "Close": 589.58,
+          "Volume": 0.12
+        }
+      },
+      {
+        "scenario_id": "136",
+        "features": {
+          "Timestamp": 1367431200.0,
+          "Open": 130.99,
+          "High": 130.99,
+          "Low": 130.99,
+          "Close": 130.99,
+          "Volume": 0.33258065
+        }
+      },
+      {
+        "scenario_id": "137",
+        "features": {
+          "Timestamp": 1625514600.0,
+          "Open": 33699.89,
+          "High": 33718.57,
+          "Low": 33697.92,
+          "Close": 33718.15,
+          "Volume": 0.07838766
+        }
+      },
+      {
+        "scenario_id": "138",
+        "features": {
+          "Timestamp": 1534051680.0,
+          "Open": 6275.55,
+          "High": 6277.3,
+          "Low": 6275.55,
+          "Close": 6277.3,
+          "Volume": 1.20510443
+        }
+      },
+      {
+        "scenario_id": "139",
+        "features": {
+          "Timestamp": 1455147960.0,
+          "Open": 379.75,
+          "High": 379.75,
+          "Low": 379.75,
+          "Close": 379.75,
+          "Volume": 0.24089151
+        }
+      },
+      {
+        "scenario_id": "140",
+        "features": {
+          "Timestamp": 1647590640.0,
+          "Open": 40475.28,
+          "High": 40510.38,
+          "Low": 40475.28,
+          "Close": 40510.38,
+          "Volume": 0.03981
+        }
+      },
+      {
+        "scenario_id": "141",
+        "features": {
+          "Timestamp": 1451837340.0,
+          "Open": 430.7,
+          "High": 430.7,
+          "Low": 430.7,
+          "Close": 430.7,
+          "Volume": 0.37161615
+        }
+      },
+      {
+        "scenario_id": "142",
+        "features": {
+          "Timestamp": 1487683440.0,
+          "Open": 1088.64,
+          "High": 1089.0,
+          "Low": 1088.64,
+          "Close": 1089.0,
+          "Volume": 0.75351962
+        }
+      },
+      {
+        "scenario_id": "143",
+        "features": {
+          "Timestamp": 1546617780.0,
+          "Open": 3796.68,
+          "High": 3796.68,
+          "Low": 3794.65,
+          "Close": 3794.65,
+          "Volume": 0.1672876
+        }
+      },
+      {
+        "scenario_id": "144",
+        "features": {
+          "Timestamp": 1473646140.0,
+          "Open": 602.62,
+          "High": 602.62,
+          "Low": 602.6,
+          "Close": 602.6,
+          "Volume": 3.84377175
+        }
+      },
+      {
+        "scenario_id": "145",
+        "features": {
+          "Timestamp": 1626573240.0,
+          "Open": 31732.07,
+          "High": 31737.36,
+          "Low": 31721.05,
+          "Close": 31737.08,
+          "Volume": 0.34431
+        }
+      },
+      {
+        "scenario_id": "146",
+        "features": {
+          "Timestamp": 1400175900.0,
+          "Open": 450.0,
+          "High": 450.0,
+          "Low": 450.0,
+          "Close": 450.0,
+          "Volume": 0.252408
+        }
+      },
+      {
+        "scenario_id": "147",
+        "features": {
+          "Timestamp": 1645315320.0,
+          "Open": 40079.28,
+          "High": 40099.32,
+          "Low": 40079.28,
+          "Close": 40093.82,
+          "Volume": 0.52689467
+        }
+      },
+      {
+        "scenario_id": "148",
+        "features": {
+          "Timestamp": 1647977880.0,
+          "Open": 42694.9,
+          "High": 42712.17,
+          "Low": 42691.26,
+          "Close": 42706.96,
+          "Volume": 0.88760899
+        }
+      },
+      {
+        "scenario_id": "149",
+        "features": {
+          "Timestamp": 1738447680.0,
+          "Open": 101377.0,
+          "High": 101377.0,
+          "Low": 101262.0,
+          "Close": 101262.0,
+          "Volume": 0.1211158
+        }
+      },
+      {
+        "scenario_id": "150",
+        "features": {
+          "Timestamp": 1388173560.0,
+          "Open": 731.2,
+          "High": 736.66,
+          "Low": 731.2,
+          "Close": 736.21,
+          "Volume": 0.415188
+        }
+      },
+      {
+        "scenario_id": "151",
+        "features": {
+          "Timestamp": 1574409720.0,
+          "Open": 7627.95,
+          "High": 7633.87,
+          "Low": 7626.17,
+          "Close": 7633.86,
+          "Volume": 0.14982868
+        }
+      },
+      {
+        "scenario_id": "152",
+        "features": {
+          "Timestamp": 1426590420.0,
+          "Open": 290.28,
+          "High": 290.28,
+          "Low": 290.28,
+          "Close": 290.28,
+          "Volume": 0.0
+        }
+      },
+      {
+        "scenario_id": "153",
+        "features": {
+          "Timestamp": 1567697340.0,
+          "Open": 10603.16,
+          "High": 10603.16,
+          "Low": 10595.72,
+          "Close": 10595.72,
+          "Volume": 0.05520824
+        }
+      },
+      {
+        "scenario_id": "155",
+        "features": {
+          "Timestamp": 1626219780.0,
+          "Open": 32341.08,
+          "High": 32341.08,
+          "Low": 32317.51,
+          "Close": 32329.85,
+          "Volume": 1.50283428
+        }
+      },
+      {
+        "scenario_id": "156",
+        "features": {
+          "Timestamp": 1615174980.0,
+          "Open": 50670.0,
+          "High": 50670.0,
+          "Low": 50611.63,
+          "Close": 50611.63,
+          "Volume": 1.03688506
+        }
+      },
+      {
+        "scenario_id": "157",
+        "features": {
+          "Timestamp": 1636157040.0,
+          "Open": 60936.52,
+          "High": 60967.71,
+          "Low": 60918.09,
+          "Close": 60934.9,
+          "Volume": 1.73393034
+        }
+      },
+      {
+        "scenario_id": "158",
+        "features": {
+          "Timestamp": 1484709360.0,
+          "Open": 904.94,
+          "High": 905.03,
+          "Low": 904.94,
+          "Close": 905.03,
+          "Volume": 3.92625705
+        }
+      },
+      {
+        "scenario_id": "159",
+        "features": {
+          "Timestamp": 1574848080.0,
+          "Open": 7083.74,
+          "High": 7101.97,
+          "Low": 7083.74,
+          "Close": 7089.0,
+          "Volume": 25.16284092
+        }
+      },
+      {
+        "scenario_id": "160",
+        "features": {
+          "Timestamp": 1706966580.0,
+          "Open": 43031.0,
+          "High": 43036.0,
+          "Low": 43031.0,
+          "Close": 43031.0,
+          "Volume": 0.30242006
+        }
+      },
+      {
+        "scenario_id": "161",
+        "features": {
+          "Timestamp": 1416695580.0,
+          "Open": 359.9,
+          "High": 359.9,
+          "Low": 359.9,
+          "Close": 359.9,
+          "Volume": 0.78168393
+        }
+      },
+      {
+        "scenario_id": "162",
+        "features": {
+          "Timestamp": 1624560660.0,
+          "Open": 33929.01,
+          "High": 33961.79,
+          "Low": 33925.59,
+          "Close": 33961.79,
+          "Volume": 5.537954
+        }
+      },
+      {
+        "scenario_id": "163",
+        "features": {
+          "Timestamp": 1517498400.0,
+          "Open": 9367.08,
+          "High": 9375.0,
+          "Low": 9333.0,
+          "Close": 9375.0,
+          "Volume": 111.79015213
+        }
+      },
+      {
+        "scenario_id": "164",
+        "features": {
+          "Timestamp": 1720313880.0,
+          "Open": 57994.0,
+          "High": 57994.0,
+          "Low": 57984.0,
+          "Close": 57984.0,
+          "Volume": 0.01142662
+        }
+      },
+      {
+        "scenario_id": "165",
+        "features": {
+          "Timestamp": 1616411700.0,
+          "Open": 57621.91,
+          "High": 57702.9,
+          "Low": 57621.91,
+          "Close": 57694.67,
+          "Volume": 11.1623543
+        }
+      },
+      {
+        "scenario_id": "167",
+        "features": {
+          "Timestamp": 1417257180.0,
+          "Open": 378.7,
+          "High": 378.7,
+          "Low": 378.7,
+          "Close": 378.7,
+          "Volume": 0.0
+        }
+      },
+      {
+        "scenario_id": "168",
+        "features": {
+          "Timestamp": 1712949120.0,
+          "Open": 69372.0,
+          "High": 69440.0,
+          "Low": 69364.0,
+          "Close": 69436.0,
+          "Volume": 5.50649185
+        }
+      },
+      {
+        "scenario_id": "169",
+        "features": {
+          "Timestamp": 1395710400.0,
+          "Open": 591.51,
+          "High": 592.43,
+          "Low": 587.82,
+          "Close": 592.43,
+          "Volume": 76.30888523
+        }
+      },
+      {
+        "scenario_id": "170",
+        "features": {
+          "Timestamp": 1589771220.0,
+          "Open": 9697.59,
+          "High": 9702.24,
+          "Low": 9692.75,
+          "Close": 9694.08,
+          "Volume": 0.50390856
+        }
+      },
+      {
+        "scenario_id": "171",
+        "features": {
+          "Timestamp": 1390390860.0,
+          "Open": 821.59,
+          "High": 821.59,
+          "Low": 821.59,
+          "Close": 821.59,
+          "Volume": 0.04104312
+        }
+      },
+      {
+        "scenario_id": "172",
+        "features": {
+          "Timestamp": 1496379960.0,
+          "Open": 2396.21,
+          "High": 2396.56,
+          "Low": 2396.0,
+          "Close": 2396.0,
+          "Volume": 45.43401014
+        }
+      },
+      {
+        "scenario_id": "173",
+        "features": {
+          "Timestamp": 1367654760.0,
+          "Open": 95.75,
+          "High": 95.75,
+          "Low": 95.04,
+          "Close": 95.04,
+          "Volume": 0.139
+        }
+      },
+      {
+        "scenario_id": "174",
+        "features": {
+          "Timestamp": 1632229980.0,
+          "Open": 43156.73,
+          "High": 43173.9,
+          "Low": 43144.04,
+          "Close": 43173.89,
+          "Volume": 1.14368694
+        }
+      },
+      {
+        "scenario_id": "175",
+        "features": {
+          "Timestamp": 1423360380.0,
+          "Open": 228.87,
+          "High": 229.0,
+          "Low": 228.86,
+          "Close": 229.0,
+          "Volume": 1.71
+        }
+      },
+      {
+        "scenario_id": "176",
+        "features": {
+          "Timestamp": 1508905440.0,
+          "Open": 5524.59,
+          "High": 5528.77,
+          "Low": 5521.89,
+          "Close": 5521.89,
+          "Volume": 4.07218408
+        }
+      },
+      {
+        "scenario_id": "177",
+        "features": {
+          "Timestamp": 1694288340.0,
+          "Open": 25893.0,
+          "High": 25893.0,
+          "Low": 25892.0,
+          "Close": 25892.0,
+          "Volume": 0.52962
+        }
+      },
+      {
+        "scenario_id": "178",
+        "features": {
+          "Timestamp": 1443574140.0,
+          "Open": 237.39,
+          "High": 237.39,
+          "Low": 237.37,
+          "Close": 237.37,
+          "Volume": 12.49290036
+        }
+      },
+      {
+        "scenario_id": "179",
+        "features": {
+          "Timestamp": 1506327120.0,
+          "Open": 3770.0,
+          "High": 3772.46,
+          "Low": 3770.0,
+          "Close": 3772.46,
+          "Volume": 6.83861712
+        }
+      },
+      {
+        "scenario_id": "180",
+        "features": {
+          "Timestamp": 1450355760.0,
+          "Open": 456.7,
+          "High": 456.7,
+          "Low": 456.7,
+          "Close": 456.7,
+          "Volume": 0.0
+        }
+      },
+      {
+        "scenario_id": "181",
+        "features": {
+          "Timestamp": 1577980320.0,
+          "Open": 7139.62,
+          "High": 7139.62,
+          "Low": 7132.92,
+          "Close": 7132.92,
+          "Volume": 0.05911438
+        }
+      },
+      {
+        "scenario_id": "182",
+        "features": {
+          "Timestamp": 1592780160.0,
+          "Open": 9308.54,
+          "High": 9312.89,
+          "Low": 9300.14,
+          "Close": 9300.14,
+          "Volume": 0.14570653
+        }
+      },
+      {
+        "scenario_id": "183",
+        "features": {
+          "Timestamp": 1638211140.0,
+          "Open": 57133.57,
+          "High": 57193.29,
+          "Low": 57125.99,
+          "Close": 57193.29,
+          "Volume": 1.76888223
+        }
+      },
+      {
+        "scenario_id": "184",
+        "features": {
+          "Timestamp": 1626381360.0,
+          "Open": 31564.9,
+          "High": 31583.84,
+          "Low": 31564.9,
+          "Close": 31580.69,
+          "Volume": 0.36952965
+        }
+      },
+      {
+        "scenario_id": "185",
+        "features": {
+          "Timestamp": 1604633880.0,
+          "Open": 15402.17,
+          "High": 15422.78,
+          "Low": 15402.17,
+          "Close": 15422.15,
+          "Volume": 8.89484232
+        }
+      },
+      {
+        "scenario_id": "186",
+        "features": {
+          "Timestamp": 1508786280.0,
+          "Open": 5705.0,
+          "High": 5705.0,
+          "Low": 5694.3,
+          "Close": 5704.9,
+          "Volume": 1.30743372
+        }
+      },
+      {
+        "scenario_id": "187",
+        "features": {
+          "Timestamp": 1630942920.0,
+          "Open": 51383.46,
+          "High": 51450.52,
+          "Low": 51343.85,
+          "Close": 51450.52,
+          "Volume": 2.60613619
+        }
+      },
+      {
+        "scenario_id": "188",
+        "features": {
+          "Timestamp": 1493589900.0,
+          "Open": 1325.35,
+          "High": 1325.35,
+          "Low": 1325.35,
+          "Close": 1325.35,
+          "Volume": 0.03
+        }
+      },
+      {
+        "scenario_id": "189",
+        "features": {
+          "Timestamp": 1721444100.0,
+          "Open": 66715.0,
+          "High": 66754.0,
+          "Low": 66715.0,
+          "Close": 66754.0,
+          "Volume": 0.23822042
+        }
+      },
+      {
+        "scenario_id": "190",
+        "features": {
+          "Timestamp": 1381880880.0,
+          "Open": 139.67,
+          "High": 139.67,
+          "Low": 139.67,
+          "Close": 139.67,
+          "Volume": 0.5
+        }
+      },
+      {
+        "scenario_id": "191",
+        "features": {
+          "Timestamp": 1701071940.0,
+          "Open": 37303.0,
+          "High": 37322.0,
+          "Low": 37303.0,
+          "Close": 37322.0,
+          "Volume": 11.38208775
+        }
+      },
+      {
+        "scenario_id": "192",
+        "features": {
+          "Timestamp": 1482294300.0,
+          "Open": 799.99,
+          "High": 801.98,
+          "Low": 799.99,
+          "Close": 801.96,
+          "Volume": 193.53390457
+        }
+      },
+      {
+        "scenario_id": "193",
+        "features": {
+          "Timestamp": 1358475780.0,
+          "Open": 15.2,
+          "High": 15.2,
+          "Low": 15.2,
+          "Close": 15.2,
+          "Volume": 1.5
+        }
+      },
+      {
+        "scenario_id": "194",
+        "features": {
+          "Timestamp": 1450785480.0,
+          "Open": 437.9,
+          "High": 437.9,
+          "Low": 437.53,
+          "Close": 437.53,
+          "Volume": 0.19
+        }
+      },
+      {
+        "scenario_id": "195",
+        "features": {
+          "Timestamp": 1458726960.0,
+          "Open": 416.19,
+          "High": 416.19,
+          "Low": 416.19,
+          "Close": 416.19,
+          "Volume": 0.28354384
+        }
+      },
+      {
+        "scenario_id": "196",
+        "features": {
+          "Timestamp": 1388223420.0,
+          "Open": 719.32,
+          "High": 719.99,
+          "Low": 718.0,
+          "Close": 718.0,
+          "Volume": 0.12918004
+        }
+      },
+      {
+        "scenario_id": "197",
+        "features": {
+          "Timestamp": 1614075960.0,
+          "Open": 48817.24,
+          "High": 48854.1,
+          "Low": 48575.91,
+          "Close": 48719.01,
+          "Volume": 23.64451465
+        }
+      },
+      {
+        "scenario_id": "198",
+        "features": {
+          "Timestamp": 1513512000.0,
+          "Open": 19329.38,
+          "High": 19335.0,
+          "Low": 19329.38,
+          "Close": 19335.0,
+          "Volume": 0.47386563
+        }
+      },
+      {
+        "scenario_id": "199",
+        "features": {
+          "Timestamp": 1570495800.0,
+          "Open": 8212.46,
+          "High": 8212.46,
+          "Low": 8203.82,
+          "Close": 8204.09,
+          "Volume": 0.45203356
+        }
+      },
+      {
+        "scenario_id": "200",
+        "features": {
+          "Timestamp": 1409071620.0,
+          "Open": 510.49,
+          "High": 511.82,
+          "Low": 510.49,
+          "Close": 511.82,
+          "Volume": 1.47171684
+        }
+      }
+    ],
+    "target_column": "Volume",
+    "task_sub_type": "regression",
+    "ranking_ground_truth": {
+      "top_k_ids": [
+        "004",
+        "007",
+        "030",
+        "041",
+        "042",
+        "049",
+        "066",
+        "126"
+      ]
     },
-    "final_decision": {},
-    "what_if": {},
-    "ground_truth": {
-        "extracted_features": [
-            {
-                "scenario_id": "001",
-                "features": {
-                    "Timestamp": 1624685940.0,
-                    "Open": 31659.15,
-                    "High": 31668.62,
-                    "Low": 31633.43,
-                    "Close": 31668.62,
-                    "Volume": 2.67685335
-                }
-            },
-            {
-                "scenario_id": "002",
-                "features": {
-                    "Timestamp": 1441800240.0,
-                    "Open": 240.05,
-                    "High": 240.05,
-                    "Low": 239.46,
-                    "Close": 239.47,
-                    "Volume": 5.5878402
-                }
-            },
-            {
-                "scenario_id": "003",
-                "features": {
-                    "Timestamp": 1450554660.0,
-                    "Open": 463.01,
-                    "High": 463.22,
-                    "Low": 463.01,
-                    "Close": 463.22,
-                    "Volume": 0.16693977
-                }
-            },
-            {
-                "scenario_id": "004",
-                "features": {
-                    "Timestamp": 1345692720.0,
-                    "Open": 9.96,
-                    "High": 9.96,
-                    "Low": 9.96,
-                    "Close": 9.96,
-                    "Volume": 0.0
-                }
-            },
-            {
-                "scenario_id": "005",
-                "features": {
-                    "Timestamp": 1658403780.0,
-                    "Open": 22981.57,
-                    "High": 22986.0,
-                    "Low": 22979.71,
-                    "Close": 22986.0,
-                    "Volume": 0.51900512
-                }
-            },
-            {
-                "scenario_id": "006",
-                "features": {
-                    "Timestamp": 1555086780.0,
-                    "Open": 5077.65,
-                    "High": 5077.65,
-                    "Low": 5076.86,
-                    "Close": 5077.65,
-                    "Volume": 0.40978039
-                }
-            },
-            {
-                "scenario_id": "007",
-                "features": {
-                    "Timestamp": 1362125220.0,
-                    "Open": 33.7,
-                    "High": 33.7,
-                    "Low": 33.7,
-                    "Close": 33.7,
-                    "Volume": 0.0
-                }
-            },
-            {
-                "scenario_id": "008",
-                "features": {
-                    "Timestamp": 1513848540.0,
-                    "Open": 16857.34,
-                    "High": 16887.89,
-                    "Low": 16851.0,
-                    "Close": 16871.81,
-                    "Volume": 1.25286813
-                }
-            },
-            {
-                "scenario_id": "009",
-                "features": {
-                    "Timestamp": 1633011780.0,
-                    "Open": 43167.64,
-                    "High": 43167.64,
-                    "Low": 43151.01,
-                    "Close": 43151.01,
-                    "Volume": 0.53213008
-                }
-            },
-            {
-                "scenario_id": "010",
-                "features": {
-                    "Timestamp": 1621585620.0,
-                    "Open": 40190.96,
-                    "High": 40269.59,
-                    "Low": 40155.67,
-                    "Close": 40186.1,
-                    "Volume": 6.95237506
-                }
-            },
-            {
-                "scenario_id": "011",
-                "features": {
-                    "Timestamp": 1412145240.0,
-                    "Open": 388.95,
-                    "High": 389.82,
-                    "Low": 388.94,
-                    "Close": 389.82,
-                    "Volume": 0.590602
-                }
-            },
-            {
-                "scenario_id": "012",
-                "features": {
-                    "Timestamp": 1533323040.0,
-                    "Open": 7472.42,
-                    "High": 7472.43,
-                    "Low": 7472.42,
-                    "Close": 7472.42,
-                    "Volume": 2.95644968
-                }
-            },
-            {
-                "scenario_id": "013",
-                "features": {
-                    "Timestamp": 1435342620.0,
-                    "Open": 241.17,
-                    "High": 241.27,
-                    "Low": 241.1,
-                    "Close": 241.27,
-                    "Volume": 0.81005891
-                }
-            },
-            {
-                "scenario_id": "014",
-                "features": {
-                    "Timestamp": 1518514200.0,
-                    "Open": 8620.04,
-                    "High": 8642.37,
-                    "Low": 8615.99,
-                    "Close": 8620.21,
-                    "Volume": 5.27962557
-                }
-            },
-            {
-                "scenario_id": "015",
-                "features": {
-                    "Timestamp": 1673784480.0,
-                    "Open": 20701.0,
-                    "High": 20702.0,
-                    "Low": 20701.0,
-                    "Close": 20702.0,
-                    "Volume": 0.00606
-                }
-            },
-            {
-                "scenario_id": "016",
-                "features": {
-                    "Timestamp": 1473757260.0,
-                    "Open": 606.32,
-                    "High": 608.14,
-                    "Low": 606.32,
-                    "Close": 606.32,
-                    "Volume": 0.03649292
-                }
-            },
-            {
-                "scenario_id": "017",
-                "features": {
-                    "Timestamp": 1480917000.0,
-                    "Open": 761.98,
-                    "High": 761.98,
-                    "Low": 761.0,
-                    "Close": 761.0,
-                    "Volume": 3.32380331
-                }
-            },
-            {
-                "scenario_id": "018",
-                "features": {
-                    "Timestamp": 1651074000.0,
-                    "Open": 38892.32,
-                    "High": 38900.36,
-                    "Low": 38877.88,
-                    "Close": 38899.02,
-                    "Volume": 0.07009968
-                }
-            },
-            {
-                "scenario_id": "019",
-                "features": {
-                    "Timestamp": 1548438720.0,
-                    "Open": 3541.41,
-                    "High": 3543.5,
-                    "Low": 3539.87,
-                    "Close": 3543.5,
-                    "Volume": 0.85749567
-                }
-            },
-            {
-                "scenario_id": "020",
-                "features": {
-                    "Timestamp": 1553636160.0,
-                    "Open": 3915.76,
-                    "High": 3915.79,
-                    "Low": 3914.5,
-                    "Close": 3914.5,
-                    "Volume": 6.75594084
-                }
-            },
-            {
-                "scenario_id": "021",
-                "features": {
-                    "Timestamp": 1537187040.0,
-                    "Open": 6464.27,
-                    "High": 6464.27,
-                    "Low": 6464.27,
-                    "Close": 6464.27,
-                    "Volume": 0.08017079
-                }
-            },
-            {
-                "scenario_id": "022",
-                "features": {
-                    "Timestamp": 1533348300.0,
-                    "Open": 7412.9,
-                    "High": 7418.91,
-                    "Low": 7412.9,
-                    "Close": 7415.14,
-                    "Volume": 0.98988626
-                }
-            },
-            {
-                "scenario_id": "023",
-                "features": {
-                    "Timestamp": 1598709000.0,
-                    "Open": 11554.54,
-                    "High": 11559.97,
-                    "Low": 11554.54,
-                    "Close": 11559.97,
-                    "Volume": 0.06466014
-                }
-            },
-            {
-                "scenario_id": "024",
-                "features": {
-                    "Timestamp": 1507669560.0,
-                    "Open": 4859.92,
-                    "High": 4865.0,
-                    "Low": 4859.91,
-                    "Close": 4862.81,
-                    "Volume": 13.5712993
-                }
-            },
-            {
-                "scenario_id": "025",
-                "features": {
-                    "Timestamp": 1604086560.0,
-                    "Open": 13506.14,
-                    "High": 13512.76,
-                    "Low": 13496.82,
-                    "Close": 13510.0,
-                    "Volume": 13.13601309
-                }
-            },
-            {
-                "scenario_id": "026",
-                "features": {
-                    "Timestamp": 1391899440.0,
-                    "Open": 709.01,
-                    "High": 711.39,
-                    "Low": 709.0,
-                    "Close": 709.0,
-                    "Volume": 15.95213628
-                }
-            },
-            {
-                "scenario_id": "027",
-                "features": {
-                    "Timestamp": 1550563860.0,
-                    "Open": 3864.7,
-                    "High": 3864.7,
-                    "Low": 3862.95,
-                    "Close": 3862.95,
-                    "Volume": 1.294605
-                }
-            },
-            {
-                "scenario_id": "028",
-                "features": {
-                    "Timestamp": 1517452320.0,
-                    "Open": 9981.2,
-                    "High": 10000.0,
-                    "Low": 9981.17,
-                    "Close": 9982.05,
-                    "Volume": 7.24289775
-                }
-            },
-            {
-                "scenario_id": "029",
-                "features": {
-                    "Timestamp": 1616129160.0,
-                    "Open": 56805.46,
-                    "High": 56878.99,
-                    "Low": 56797.01,
-                    "Close": 56878.99,
-                    "Volume": 1.34234047
-                }
-            },
-            {
-                "scenario_id": "030",
-                "features": {
-                    "Timestamp": 1350483780.0,
-                    "Open": 11.7,
-                    "High": 11.7,
-                    "Low": 11.7,
-                    "Close": 11.7,
-                    "Volume": 0.0
-                }
-            },
-            {
-                "scenario_id": "031",
-                "features": {
-                    "Timestamp": 1380201300.0,
-                    "Open": 123.76,
-                    "High": 123.76,
-                    "Low": 123.42,
-                    "Close": 123.74,
-                    "Volume": 16.38
-                }
-            },
-            {
-                "scenario_id": "032",
-                "features": {
-                    "Timestamp": 1465727160.0,
-                    "Open": 622.61,
-                    "High": 625.42,
-                    "Low": 622.61,
-                    "Close": 625.42,
-                    "Volume": 0.74722108
-                }
-            },
-            {
-                "scenario_id": "033",
-                "features": {
-                    "Timestamp": 1638360840.0,
-                    "Open": 57152.6,
-                    "High": 57152.6,
-                    "Low": 57128.02,
-                    "Close": 57146.49,
-                    "Volume": 0.10318481
-                }
-            },
-            {
-                "scenario_id": "034",
-                "features": {
-                    "Timestamp": 1640457600.0,
-                    "Open": 50706.01,
-                    "High": 50726.32,
-                    "Low": 50678.34,
-                    "Close": 50687.3,
-                    "Volume": 1.04271934
-                }
-            },
-            {
-                "scenario_id": "035",
-                "features": {
-                    "Timestamp": 1599763860.0,
-                    "Open": 10415.85,
-                    "High": 10419.01,
-                    "Low": 10403.19,
-                    "Close": 10417.22,
-                    "Volume": 8.58635179
-                }
-            },
-            {
-                "scenario_id": "036",
-                "features": {
-                    "Timestamp": 1607552520.0,
-                    "Open": 18343.32,
-                    "High": 18346.18,
-                    "Low": 18308.5,
-                    "Close": 18308.5,
-                    "Volume": 6.42504231
-                }
-            },
-            {
-                "scenario_id": "037",
-                "features": {
-                    "Timestamp": 1413375360.0,
-                    "Open": 388.33,
-                    "High": 389.94,
-                    "Low": 388.3,
-                    "Close": 389.92,
-                    "Volume": 13.69683051
-                }
-            },
-            {
-                "scenario_id": "038",
-                "features": {
-                    "Timestamp": 1458173940.0,
-                    "Open": 416.0,
-                    "High": 416.0,
-                    "Low": 416.0,
-                    "Close": 416.0,
-                    "Volume": 0.0
-                }
-            },
-            {
-                "scenario_id": "039",
-                "features": {
-                    "Timestamp": 1369576080.0,
-                    "Open": 129.25,
-                    "High": 129.25,
-                    "Low": 129.25,
-                    "Close": 129.25,
-                    "Volume": 1.0
-                }
-            },
-            {
-                "scenario_id": "040",
-                "features": {
-                    "Timestamp": 1379757720.0,
-                    "Open": 123.07,
-                    "High": 123.1,
-                    "Low": 123.07,
-                    "Close": 123.1,
-                    "Volume": 4.0
-                }
-            },
-            {
-                "scenario_id": "041",
-                "features": {
-                    "Timestamp": 1336769220.0,
-                    "Open": 4.93,
-                    "High": 4.93,
-                    "Low": 4.93,
-                    "Close": 4.93,
-                    "Volume": 0.0
-                }
-            },
-            {
-                "scenario_id": "042",
-                "features": {
-                    "Timestamp": 1344710580.0,
-                    "Open": 11.31,
-                    "High": 11.31,
-                    "Low": 11.31,
-                    "Close": 11.31,
-                    "Volume": 0.0
-                }
-            },
-            {
-                "scenario_id": "043",
-                "features": {
-                    "Timestamp": 1634023560.0,
-                    "Open": 56709.0,
-                    "High": 56728.74,
-                    "Low": 56709.0,
-                    "Close": 56728.74,
-                    "Volume": 0.06867295
-                }
-            },
-            {
-                "scenario_id": "044",
-                "features": {
-                    "Timestamp": 1402934340.0,
-                    "Open": 604.0,
-                    "High": 604.98,
-                    "Low": 604.0,
-                    "Close": 604.98,
-                    "Volume": 1.04919835
-                }
-            },
-            {
-                "scenario_id": "045",
-                "features": {
-                    "Timestamp": 1439767200.0,
-                    "Open": 256.85,
-                    "High": 257.01,
-                    "Low": 256.85,
-                    "Close": 257.01,
-                    "Volume": 0.37897
-                }
-            },
-            {
-                "scenario_id": "046",
-                "features": {
-                    "Timestamp": 1524692160.0,
-                    "Open": 9028.55,
-                    "High": 9030.0,
-                    "Low": 9021.25,
-                    "Close": 9021.25,
-                    "Volume": 7.69829825
-                }
-            },
-            {
-                "scenario_id": "047",
-                "features": {
-                    "Timestamp": 1498328760.0,
-                    "Open": 2635.85,
-                    "High": 2641.83,
-                    "Low": 2635.0,
-                    "Close": 2635.0,
-                    "Volume": 2.14360782
-                }
-            },
-            {
-                "scenario_id": "048",
-                "features": {
-                    "Timestamp": 1685119020.0,
-                    "Open": 26403.0,
-                    "High": 26420.0,
-                    "Low": 26403.0,
-                    "Close": 26418.0,
-                    "Volume": 0.17476383
-                }
-            },
-            {
-                "scenario_id": "049",
-                "features": {
-                    "Timestamp": 1331543220.0,
-                    "Open": 5.0,
-                    "High": 5.0,
-                    "Low": 5.0,
-                    "Close": 5.0,
-                    "Volume": 0.0
-                }
-            },
-            {
-                "scenario_id": "050",
-                "features": {
-                    "Timestamp": 1451588100.0,
-                    "Open": 424.34,
-                    "High": 424.34,
-                    "Low": 424.34,
-                    "Close": 424.34,
-                    "Volume": 0.0
-                }
-            },
-            {
-                "scenario_id": "051",
-                "features": {
-                    "Timestamp": 1705495320.0,
-                    "Open": 42767.0,
-                    "High": 42767.0,
-                    "Low": 42739.0,
-                    "Close": 42748.0,
-                    "Volume": 0.29707171
-                }
-            },
-            {
-                "scenario_id": "052",
-                "features": {
-                    "Timestamp": 1548861900.0,
-                    "Open": 3421.27,
-                    "High": 3421.85,
-                    "Low": 3421.27,
-                    "Close": 3421.85,
-                    "Volume": 0.312878
-                }
-            },
-            {
-                "scenario_id": "053",
-                "features": {
-                    "Timestamp": 1407697080.0,
-                    "Open": 592.0,
-                    "High": 592.0,
-                    "Low": 592.0,
-                    "Close": 592.0,
-                    "Volume": 0.0
-                }
-            },
-            {
-                "scenario_id": "054",
-                "features": {
-                    "Timestamp": 1383223680.0,
-                    "Open": 198.76,
-                    "High": 198.76,
-                    "Low": 198.76,
-                    "Close": 198.76,
-                    "Volume": 0.15
-                }
-            },
-            {
-                "scenario_id": "055",
-                "features": {
-                    "Timestamp": 1687880100.0,
-                    "Open": 30634.0,
-                    "High": 30635.0,
-                    "Low": 30633.0,
-                    "Close": 30633.0,
-                    "Volume": 1.72524642
-                }
-            },
-            {
-                "scenario_id": "056",
-                "features": {
-                    "Timestamp": 1719383280.0,
-                    "Open": 62224.0,
-                    "High": 62225.0,
-                    "Low": 62223.0,
-                    "Close": 62225.0,
-                    "Volume": 0.13830456
-                }
-            },
-            {
-                "scenario_id": "057",
-                "features": {
-                    "Timestamp": 1646136120.0,
-                    "Open": 43471.39,
-                    "High": 43502.04,
-                    "Low": 43460.91,
-                    "Close": 43502.04,
-                    "Volume": 0.14162937
-                }
-            },
-            {
-                "scenario_id": "058",
-                "features": {
-                    "Timestamp": 1550878440.0,
-                    "Open": 3939.1,
-                    "High": 3940.84,
-                    "Low": 3939.1,
-                    "Close": 3940.84,
-                    "Volume": 0.16695588
-                }
-            },
-            {
-                "scenario_id": "059",
-                "features": {
-                    "Timestamp": 1620604140.0,
-                    "Open": 57251.9,
-                    "High": 57251.9,
-                    "Low": 57221.48,
-                    "Close": 57221.48,
-                    "Volume": 1.15307237
-                }
-            },
-            {
-                "scenario_id": "060",
-                "features": {
-                    "Timestamp": 1473348660.0,
-                    "Open": 627.53,
-                    "High": 627.53,
-                    "Low": 626.34,
-                    "Close": 626.34,
-                    "Volume": 1.405633
-                }
-            },
-            {
-                "scenario_id": "061",
-                "features": {
-                    "Timestamp": 1428318960.0,
-                    "Open": 258.32,
-                    "High": 258.32,
-                    "Low": 258.32,
-                    "Close": 258.32,
-                    "Volume": 0.0
-                }
-            },
-            {
-                "scenario_id": "062",
-                "features": {
-                    "Timestamp": 1410128520.0,
-                    "Open": 479.01,
-                    "High": 479.01,
-                    "Low": 479.01,
-                    "Close": 479.01,
-                    "Volume": 0.042
-                }
-            },
-            {
-                "scenario_id": "063",
-                "features": {
-                    "Timestamp": 1545162720.0,
-                    "Open": 3560.4,
-                    "High": 3568.72,
-                    "Low": 3560.4,
-                    "Close": 3563.91,
-                    "Volume": 40.47536826
-                }
-            },
-            {
-                "scenario_id": "064",
-                "features": {
-                    "Timestamp": 1444765980.0,
-                    "Open": 248.99,
-                    "High": 249.19,
-                    "Low": 248.54,
-                    "Close": 249.19,
-                    "Volume": 63.48983592
-                }
-            },
-            {
-                "scenario_id": "065",
-                "features": {
-                    "Timestamp": 1522012680.0,
-                    "Open": 8556.98,
-                    "High": 8556.98,
-                    "Low": 8556.82,
-                    "Close": 8556.82,
-                    "Volume": 0.11680705
-                }
-            },
-            {
-                "scenario_id": "066",
-                "features": {
-                    "Timestamp": 1329104280.0,
-                    "Open": 5.67,
-                    "High": 5.67,
-                    "Low": 5.67,
-                    "Close": 5.67,
-                    "Volume": 0.0
-                }
-            },
-            {
-                "scenario_id": "067",
-                "features": {
-                    "Timestamp": 1550606160.0,
-                    "Open": 3941.76,
-                    "High": 3941.76,
-                    "Low": 3940.37,
-                    "Close": 3941.28,
-                    "Volume": 16.3121622
-                }
-            },
-            {
-                "scenario_id": "068",
-                "features": {
-                    "Timestamp": 1386803040.0,
-                    "Open": 886.08,
-                    "High": 890.89,
-                    "Low": 886.08,
-                    "Close": 890.89,
-                    "Volume": 4.414446
-                }
-            },
-            {
-                "scenario_id": "069",
-                "features": {
-                    "Timestamp": 1376020140.0,
-                    "Open": 94.26,
-                    "High": 94.26,
-                    "Low": 94.22,
-                    "Close": 94.22,
-                    "Volume": 1.44297025
-                }
-            },
-            {
-                "scenario_id": "070",
-                "features": {
-                    "Timestamp": 1448399700.0,
-                    "Open": 321.1,
-                    "High": 321.12,
-                    "Low": 321.1,
-                    "Close": 321.12,
-                    "Volume": 13.29174717
-                }
-            },
-            {
-                "scenario_id": "071",
-                "features": {
-                    "Timestamp": 1413042300.0,
-                    "Open": 355.58,
-                    "High": 355.58,
-                    "Low": 355.58,
-                    "Close": 355.58,
-                    "Volume": 0.02766667
-                }
-            },
-            {
-                "scenario_id": "072",
-                "features": {
-                    "Timestamp": 1639346460.0,
-                    "Open": 49926.23,
-                    "High": 49929.34,
-                    "Low": 49891.01,
-                    "Close": 49929.34,
-                    "Volume": 0.52188499
-                }
-            },
-            {
-                "scenario_id": "073",
-                "features": {
-                    "Timestamp": 1381339140.0,
-                    "Open": 124.17,
-                    "High": 124.17,
-                    "Low": 124.16,
-                    "Close": 124.16,
-                    "Volume": 145.02871466
-                }
-            },
-            {
-                "scenario_id": "074",
-                "features": {
-                    "Timestamp": 1410482400.0,
-                    "Open": 474.8,
-                    "High": 475.0,
-                    "Low": 474.75,
-                    "Close": 474.8,
-                    "Volume": 0.43297938
-                }
-            },
-            {
-                "scenario_id": "075",
-                "features": {
-                    "Timestamp": 1709853360.0,
-                    "Open": 67619.0,
-                    "High": 67624.0,
-                    "Low": 67563.0,
-                    "Close": 67587.0,
-                    "Volume": 5.91332353
-                }
-            },
-            {
-                "scenario_id": "076",
-                "features": {
-                    "Timestamp": 1582379220.0,
-                    "Open": 9649.83,
-                    "High": 9652.44,
-                    "Low": 9647.84,
-                    "Close": 9652.42,
-                    "Volume": 0.37150392
-                }
-            },
-            {
-                "scenario_id": "077",
-                "features": {
-                    "Timestamp": 1665915600.0,
-                    "Open": 19129.0,
-                    "High": 19131.0,
-                    "Low": 19127.0,
-                    "Close": 19130.0,
-                    "Volume": 0.04175327
-                }
-            },
-            {
-                "scenario_id": "078",
-                "features": {
-                    "Timestamp": 1409806860.0,
-                    "Open": 472.6,
-                    "High": 472.6,
-                    "Low": 472.6,
-                    "Close": 472.6,
-                    "Volume": 0.16467508
-                }
-            },
-            {
-                "scenario_id": "079",
-                "features": {
-                    "Timestamp": 1673946300.0,
-                    "Open": 21128.0,
-                    "High": 21129.0,
-                    "Low": 21125.0,
-                    "Close": 21125.0,
-                    "Volume": 2.67143365
-                }
-            },
-            {
-                "scenario_id": "080",
-                "features": {
-                    "Timestamp": 1434050220.0,
-                    "Open": 228.54,
-                    "High": 228.54,
-                    "Low": 228.49,
-                    "Close": 228.5,
-                    "Volume": 226.53465499
-                }
-            },
-            {
-                "scenario_id": "081",
-                "features": {
-                    "Timestamp": 1445455380.0,
-                    "Open": 268.3,
-                    "High": 268.3,
-                    "Low": 268.3,
-                    "Close": 268.3,
-                    "Volume": 0.0
-                }
-            },
-            {
-                "scenario_id": "082",
-                "features": {
-                    "Timestamp": 1607862360.0,
-                    "Open": 19121.88,
-                    "High": 19122.13,
-                    "Low": 19111.63,
-                    "Close": 19122.13,
-                    "Volume": 1.18601
-                }
-            },
-            {
-                "scenario_id": "083",
-                "features": {
-                    "Timestamp": 1703888220.0,
-                    "Open": 41936.0,
-                    "High": 41944.0,
-                    "Low": 41921.0,
-                    "Close": 41944.0,
-                    "Volume": 0.20154701
-                }
-            },
-            {
-                "scenario_id": "084",
-                "features": {
-                    "Timestamp": 1575370740.0,
-                    "Open": 7291.6,
-                    "High": 7291.6,
-                    "Low": 7278.72,
-                    "Close": 7286.59,
-                    "Volume": 0.62251595
-                }
-            },
-            {
-                "scenario_id": "085",
-                "features": {
-                    "Timestamp": 1598497860.0,
-                    "Open": 11456.28,
-                    "High": 11468.72,
-                    "Low": 11456.28,
-                    "Close": 11468.72,
-                    "Volume": 0.44237354
-                }
-            },
-            {
-                "scenario_id": "086",
-                "features": {
-                    "Timestamp": 1470821220.0,
-                    "Open": 584.59,
-                    "High": 584.59,
-                    "Low": 584.59,
-                    "Close": 584.59,
-                    "Volume": 0.28794772
-                }
-            },
-            {
-                "scenario_id": "087",
-                "features": {
-                    "Timestamp": 1572076980.0,
-                    "Open": 9573.94,
-                    "High": 9591.68,
-                    "Low": 9571.79,
-                    "Close": 9584.92,
-                    "Volume": 26.27234652
-                }
-            },
-            {
-                "scenario_id": "088",
-                "features": {
-                    "Timestamp": 1646031180.0,
-                    "Open": 38191.5,
-                    "High": 38196.11,
-                    "Low": 38171.52,
-                    "Close": 38192.73,
-                    "Volume": 0.40705251
-                }
-            },
-            {
-                "scenario_id": "089",
-                "features": {
-                    "Timestamp": 1429456380.0,
-                    "Open": 226.46,
-                    "High": 226.65,
-                    "Low": 226.34,
-                    "Close": 226.34,
-                    "Volume": 7.2758393
-                }
-            },
-            {
-                "scenario_id": "090",
-                "features": {
-                    "Timestamp": 1424626560.0,
-                    "Open": 245.46,
-                    "High": 245.46,
-                    "Low": 245.46,
-                    "Close": 245.46,
-                    "Volume": 0.0
-                }
-            },
-            {
-                "scenario_id": "091",
-                "features": {
-                    "Timestamp": 1714246920.0,
-                    "Open": 62862.0,
-                    "High": 62905.0,
-                    "Low": 62858.0,
-                    "Close": 62905.0,
-                    "Volume": 0.01604005
-                }
-            },
-            {
-                "scenario_id": "092",
-                "features": {
-                    "Timestamp": 1585375800.0,
-                    "Open": 6250.38,
-                    "High": 6250.92,
-                    "Low": 6244.59,
-                    "Close": 6250.92,
-                    "Volume": 4.7418665
-                }
-            },
-            {
-                "scenario_id": "093",
-                "features": {
-                    "Timestamp": 1518924600.0,
-                    "Open": 10822.07,
-                    "High": 10822.08,
-                    "Low": 10822.06,
-                    "Close": 10822.06,
-                    "Volume": 0.30549127
-                }
-            },
-            {
-                "scenario_id": "094",
-                "features": {
-                    "Timestamp": 1724834520.0,
-                    "Open": 59512.0,
-                    "High": 59512.0,
-                    "Low": 59498.0,
-                    "Close": 59501.0,
-                    "Volume": 0.52627063
-                }
-            },
-            {
-                "scenario_id": "095",
-                "features": {
-                    "Timestamp": 1429320840.0,
-                    "Open": 222.35,
-                    "High": 222.36,
-                    "Low": 222.35,
-                    "Close": 222.36,
-                    "Volume": 0.77583
-                }
-            },
-            {
-                "scenario_id": "096",
-                "features": {
-                    "Timestamp": 1677904020.0,
-                    "Open": 22345.0,
-                    "High": 22346.0,
-                    "Low": 22338.0,
-                    "Close": 22341.0,
-                    "Volume": 1.05983029
-                }
-            },
-            {
-                "scenario_id": "097",
-                "features": {
-                    "Timestamp": 1648252860.0,
-                    "Open": 44414.42,
-                    "High": 44463.93,
-                    "Low": 44414.42,
-                    "Close": 44462.43,
-                    "Volume": 0.82322366
-                }
-            },
-            {
-                "scenario_id": "098",
-                "features": {
-                    "Timestamp": 1607541720.0,
-                    "Open": 18485.65,
-                    "High": 18497.11,
-                    "Low": 18479.37,
-                    "Close": 18484.35,
-                    "Volume": 1.16995062
-                }
-            },
-            {
-                "scenario_id": "099",
-                "features": {
-                    "Timestamp": 1717525680.0,
-                    "Open": 69707.0,
-                    "High": 69743.0,
-                    "Low": 69707.0,
-                    "Close": 69743.0,
-                    "Volume": 2.97480476
-                }
-            },
-            {
-                "scenario_id": "100",
-                "features": {
-                    "Timestamp": 1625796900.0,
-                    "Open": 32615.84,
-                    "High": 32617.04,
-                    "Low": 32582.19,
-                    "Close": 32588.42,
-                    "Volume": 0.98180786
-                }
-            },
-            {
-                "scenario_id": "101",
-                "features": {
-                    "Timestamp": 1416574440.0,
-                    "Open": 346.01,
-                    "High": 347.0,
-                    "Low": 346.01,
-                    "Close": 347.0,
-                    "Volume": 42.63077814
-                }
-            },
-            {
-                "scenario_id": "102",
-                "features": {
-                    "Timestamp": 1507645200.0,
-                    "Open": 4762.0,
-                    "High": 4764.56,
-                    "Low": 4752.7,
-                    "Close": 4756.99,
-                    "Volume": 23.13587541
-                }
-            },
-            {
-                "scenario_id": "103",
-                "features": {
-                    "Timestamp": 1634929260.0,
-                    "Open": 61594.13,
-                    "High": 61654.78,
-                    "Low": 61594.13,
-                    "Close": 61654.78,
-                    "Volume": 0.34399862
-                }
-            },
-            {
-                "scenario_id": "104",
-                "features": {
-                    "Timestamp": 1554835680.0,
-                    "Open": 5203.3,
-                    "High": 5205.36,
-                    "Low": 5202.26,
-                    "Close": 5203.0,
-                    "Volume": 6.34063879
-                }
-            },
-            {
-                "scenario_id": "105",
-                "features": {
-                    "Timestamp": 1496585100.0,
-                    "Open": 2542.88,
-                    "High": 2542.88,
-                    "Low": 2542.88,
-                    "Close": 2542.88,
-                    "Volume": 0.11532433
-                }
-            },
-            {
-                "scenario_id": "106",
-                "features": {
-                    "Timestamp": 1621460940.0,
-                    "Open": 39187.9,
-                    "High": 39429.54,
-                    "Low": 39178.73,
-                    "Close": 39296.11,
-                    "Volume": 16.96860903
-                }
-            },
-            {
-                "scenario_id": "107",
-                "features": {
-                    "Timestamp": 1723334880.0,
-                    "Open": 61076.0,
-                    "High": 61098.0,
-                    "Low": 61076.0,
-                    "Close": 61098.0,
-                    "Volume": 0.37486327
-                }
-            },
-            {
-                "scenario_id": "108",
-                "features": {
-                    "Timestamp": 1562005440.0,
-                    "Open": 10580.0,
-                    "High": 10580.0,
-                    "Low": 10548.44,
-                    "Close": 10549.97,
-                    "Volume": 16.14584719
-                }
-            },
-            {
-                "scenario_id": "109",
-                "features": {
-                    "Timestamp": 1725234960.0,
-                    "Open": 58463.0,
-                    "High": 58463.0,
-                    "Low": 58463.0,
-                    "Close": 58463.0,
-                    "Volume": 0.0
-                }
-            },
-            {
-                "scenario_id": "110",
-                "features": {
-                    "Timestamp": 1410852420.0,
-                    "Open": 473.31,
-                    "High": 473.4,
-                    "Low": 473.31,
-                    "Close": 473.4,
-                    "Volume": 12.41
-                }
-            },
-            {
-                "scenario_id": "111",
-                "features": {
-                    "Timestamp": 1368348600.0,
-                    "Open": 115.53,
-                    "High": 115.53,
-                    "Low": 115.53,
-                    "Close": 115.53,
-                    "Volume": 0.48310841
-                }
-            },
-            {
-                "scenario_id": "112",
-                "features": {
-                    "Timestamp": 1705941180.0,
-                    "Open": 40855.0,
-                    "High": 40891.0,
-                    "Low": 40855.0,
-                    "Close": 40889.0,
-                    "Volume": 7.15333032
-                }
-            },
-            {
-                "scenario_id": "113",
-                "features": {
-                    "Timestamp": 1544911800.0,
-                    "Open": 3148.37,
-                    "High": 3148.37,
-                    "Low": 3148.37,
-                    "Close": 3148.37,
-                    "Volume": 0.00179081
-                }
-            },
-            {
-                "scenario_id": "114",
-                "features": {
-                    "Timestamp": 1701400800.0,
-                    "Open": 37785.0,
-                    "High": 37785.0,
-                    "Low": 37779.0,
-                    "Close": 37779.0,
-                    "Volume": 0.0089506
-                }
-            },
-            {
-                "scenario_id": "115",
-                "features": {
-                    "Timestamp": 1360266540.0,
-                    "Open": 21.35,
-                    "High": 21.35,
-                    "Low": 21.35,
-                    "Close": 21.35,
-                    "Volume": 4.48106356
-                }
-            },
-            {
-                "scenario_id": "116",
-                "features": {
-                    "Timestamp": 1609841520.0,
-                    "Open": 31120.0,
-                    "High": 31218.81,
-                    "Low": 31116.37,
-                    "Close": 31189.73,
-                    "Volume": 3.06735124
-                }
-            },
-            {
-                "scenario_id": "117",
-                "features": {
-                    "Timestamp": 1502819520.0,
-                    "Open": 3980.02,
-                    "High": 3980.02,
-                    "Low": 3965.9,
-                    "Close": 3968.01,
-                    "Volume": 1.42028149
-                }
-            },
-            {
-                "scenario_id": "118",
-                "features": {
-                    "Timestamp": 1507914060.0,
-                    "Open": 5564.02,
-                    "High": 5582.26,
-                    "Low": 5560.01,
-                    "Close": 5580.0,
-                    "Volume": 12.20668245
-                }
-            },
-            {
-                "scenario_id": "119",
-                "features": {
-                    "Timestamp": 1698578760.0,
-                    "Open": 34091.0,
-                    "High": 34096.0,
-                    "Low": 34090.0,
-                    "Close": 34096.0,
-                    "Volume": 0.48042215
-                }
-            },
-            {
-                "scenario_id": "120",
-                "features": {
-                    "Timestamp": 1677376740.0,
-                    "Open": 22898.0,
-                    "High": 22925.0,
-                    "Low": 22890.0,
-                    "Close": 22925.0,
-                    "Volume": 0.44003966
-                }
-            },
-            {
-                "scenario_id": "121",
-                "features": {
-                    "Timestamp": 1657049400.0,
-                    "Open": 19426.65,
-                    "High": 19429.54,
-                    "Low": 19413.15,
-                    "Close": 19418.61,
-                    "Volume": 0.34250653
-                }
-            },
-            {
-                "scenario_id": "122",
-                "features": {
-                    "Timestamp": 1557458580.0,
-                    "Open": 6135.8,
-                    "High": 6147.73,
-                    "Low": 6135.8,
-                    "Close": 6147.73,
-                    "Volume": 0.03175
-                }
-            },
-            {
-                "scenario_id": "123",
-                "features": {
-                    "Timestamp": 1560540000.0,
-                    "Open": 8411.0,
-                    "High": 8412.26,
-                    "Low": 8405.49,
-                    "Close": 8412.26,
-                    "Volume": 2.88619327
-                }
-            },
-            {
-                "scenario_id": "124",
-                "features": {
-                    "Timestamp": 1590100800.0,
-                    "Open": 8951.5,
-                    "High": 8953.74,
-                    "Low": 8942.13,
-                    "Close": 8943.34,
-                    "Volume": 2.09407785
-                }
-            },
-            {
-                "scenario_id": "125",
-                "features": {
-                    "Timestamp": 1687581900.0,
-                    "Open": 30588.0,
-                    "High": 30588.0,
-                    "Low": 30588.0,
-                    "Close": 30588.0,
-                    "Volume": 0.00190971
-                }
-            },
-            {
-                "scenario_id": "126",
-                "features": {
-                    "Timestamp": 1354773540.0,
-                    "Open": 13.2,
-                    "High": 13.2,
-                    "Low": 13.2,
-                    "Close": 13.2,
-                    "Volume": 0.0
-                }
-            },
-            {
-                "scenario_id": "127",
-                "features": {
-                    "Timestamp": 1715547000.0,
-                    "Open": 61572.0,
-                    "High": 61572.0,
-                    "Low": 61560.0,
-                    "Close": 61572.0,
-                    "Volume": 0.47989609
-                }
-            },
-            {
-                "scenario_id": "128",
-                "features": {
-                    "Timestamp": 1477776660.0,
-                    "Open": 711.09,
-                    "High": 711.09,
-                    "Low": 711.09,
-                    "Close": 711.09,
-                    "Volume": 0.0078609
-                }
-            },
-            {
-                "scenario_id": "129",
-                "features": {
-                    "Timestamp": 1530145380.0,
-                    "Open": 6135.01,
-                    "High": 6140.01,
-                    "Low": 6135.01,
-                    "Close": 6135.32,
-                    "Volume": 4.09359929
-                }
-            },
-            {
-                "scenario_id": "130",
-                "features": {
-                    "Timestamp": 1540275240.0,
-                    "Open": 6407.99,
-                    "High": 6408.0,
-                    "Low": 6407.95,
-                    "Close": 6407.95,
-                    "Volume": 2.0053098
-                }
-            },
-            {
-                "scenario_id": "132",
-                "features": {
-                    "Timestamp": 1605661200.0,
-                    "Open": 17713.94,
-                    "High": 17735.32,
-                    "Low": 17706.72,
-                    "Close": 17729.33,
-                    "Volume": 7.89026579
-                }
-            },
-            {
-                "scenario_id": "133",
-                "features": {
-                    "Timestamp": 1627383480.0,
-                    "Open": 37030.0,
-                    "High": 37061.91,
-                    "Low": 37030.0,
-                    "Close": 37043.57,
-                    "Volume": 0.64613528
-                }
-            },
-            {
-                "scenario_id": "134",
-                "features": {
-                    "Timestamp": 1506689940.0,
-                    "Open": 4118.58,
-                    "High": 4118.58,
-                    "Low": 4101.63,
-                    "Close": 4101.63,
-                    "Volume": 6.38395367
-                }
-            },
-            {
-                "scenario_id": "135",
-                "features": {
-                    "Timestamp": 1470552240.0,
-                    "Open": 589.58,
-                    "High": 589.58,
-                    "Low": 589.58,
-                    "Close": 589.58,
-                    "Volume": 0.12
-                }
-            },
-            {
-                "scenario_id": "136",
-                "features": {
-                    "Timestamp": 1367431200.0,
-                    "Open": 130.99,
-                    "High": 130.99,
-                    "Low": 130.99,
-                    "Close": 130.99,
-                    "Volume": 0.33258065
-                }
-            },
-            {
-                "scenario_id": "137",
-                "features": {
-                    "Timestamp": 1625514600.0,
-                    "Open": 33699.89,
-                    "High": 33718.57,
-                    "Low": 33697.92,
-                    "Close": 33718.15,
-                    "Volume": 0.07838766
-                }
-            },
-            {
-                "scenario_id": "138",
-                "features": {
-                    "Timestamp": 1534051680.0,
-                    "Open": 6275.55,
-                    "High": 6277.3,
-                    "Low": 6275.55,
-                    "Close": 6277.3,
-                    "Volume": 1.20510443
-                }
-            },
-            {
-                "scenario_id": "139",
-                "features": {
-                    "Timestamp": 1455147960.0,
-                    "Open": 379.75,
-                    "High": 379.75,
-                    "Low": 379.75,
-                    "Close": 379.75,
-                    "Volume": 0.24089151
-                }
-            },
-            {
-                "scenario_id": "140",
-                "features": {
-                    "Timestamp": 1647590640.0,
-                    "Open": 40475.28,
-                    "High": 40510.38,
-                    "Low": 40475.28,
-                    "Close": 40510.38,
-                    "Volume": 0.03981
-                }
-            },
-            {
-                "scenario_id": "141",
-                "features": {
-                    "Timestamp": 1451837340.0,
-                    "Open": 430.7,
-                    "High": 430.7,
-                    "Low": 430.7,
-                    "Close": 430.7,
-                    "Volume": 0.37161615
-                }
-            },
-            {
-                "scenario_id": "142",
-                "features": {
-                    "Timestamp": 1487683440.0,
-                    "Open": 1088.64,
-                    "High": 1089.0,
-                    "Low": 1088.64,
-                    "Close": 1089.0,
-                    "Volume": 0.75351962
-                }
-            },
-            {
-                "scenario_id": "143",
-                "features": {
-                    "Timestamp": 1546617780.0,
-                    "Open": 3796.68,
-                    "High": 3796.68,
-                    "Low": 3794.65,
-                    "Close": 3794.65,
-                    "Volume": 0.1672876
-                }
-            },
-            {
-                "scenario_id": "144",
-                "features": {
-                    "Timestamp": 1473646140.0,
-                    "Open": 602.62,
-                    "High": 602.62,
-                    "Low": 602.6,
-                    "Close": 602.6,
-                    "Volume": 3.84377175
-                }
-            },
-            {
-                "scenario_id": "145",
-                "features": {
-                    "Timestamp": 1626573240.0,
-                    "Open": 31732.07,
-                    "High": 31737.36,
-                    "Low": 31721.05,
-                    "Close": 31737.08,
-                    "Volume": 0.34431
-                }
-            },
-            {
-                "scenario_id": "146",
-                "features": {
-                    "Timestamp": 1400175900.0,
-                    "Open": 450.0,
-                    "High": 450.0,
-                    "Low": 450.0,
-                    "Close": 450.0,
-                    "Volume": 0.252408
-                }
-            },
-            {
-                "scenario_id": "147",
-                "features": {
-                    "Timestamp": 1645315320.0,
-                    "Open": 40079.28,
-                    "High": 40099.32,
-                    "Low": 40079.28,
-                    "Close": 40093.82,
-                    "Volume": 0.52689467
-                }
-            },
-            {
-                "scenario_id": "148",
-                "features": {
-                    "Timestamp": 1647977880.0,
-                    "Open": 42694.9,
-                    "High": 42712.17,
-                    "Low": 42691.26,
-                    "Close": 42706.96,
-                    "Volume": 0.88760899
-                }
-            },
-            {
-                "scenario_id": "149",
-                "features": {
-                    "Timestamp": 1738447680.0,
-                    "Open": 101377.0,
-                    "High": 101377.0,
-                    "Low": 101262.0,
-                    "Close": 101262.0,
-                    "Volume": 0.1211158
-                }
-            },
-            {
-                "scenario_id": "150",
-                "features": {
-                    "Timestamp": 1388173560.0,
-                    "Open": 731.2,
-                    "High": 736.66,
-                    "Low": 731.2,
-                    "Close": 736.21,
-                    "Volume": 0.415188
-                }
-            },
-            {
-                "scenario_id": "151",
-                "features": {
-                    "Timestamp": 1574409720.0,
-                    "Open": 7627.95,
-                    "High": 7633.87,
-                    "Low": 7626.17,
-                    "Close": 7633.86,
-                    "Volume": 0.14982868
-                }
-            },
-            {
-                "scenario_id": "152",
-                "features": {
-                    "Timestamp": 1426590420.0,
-                    "Open": 290.28,
-                    "High": 290.28,
-                    "Low": 290.28,
-                    "Close": 290.28,
-                    "Volume": 0.0
-                }
-            },
-            {
-                "scenario_id": "153",
-                "features": {
-                    "Timestamp": 1567697340.0,
-                    "Open": 10603.16,
-                    "High": 10603.16,
-                    "Low": 10595.72,
-                    "Close": 10595.72,
-                    "Volume": 0.05520824
-                }
-            },
-            {
-                "scenario_id": "155",
-                "features": {
-                    "Timestamp": 1626219780.0,
-                    "Open": 32341.08,
-                    "High": 32341.08,
-                    "Low": 32317.51,
-                    "Close": 32329.85,
-                    "Volume": 1.50283428
-                }
-            },
-            {
-                "scenario_id": "156",
-                "features": {
-                    "Timestamp": 1615174980.0,
-                    "Open": 50670.0,
-                    "High": 50670.0,
-                    "Low": 50611.63,
-                    "Close": 50611.63,
-                    "Volume": 1.03688506
-                }
-            },
-            {
-                "scenario_id": "157",
-                "features": {
-                    "Timestamp": 1636157040.0,
-                    "Open": 60936.52,
-                    "High": 60967.71,
-                    "Low": 60918.09,
-                    "Close": 60934.9,
-                    "Volume": 1.73393034
-                }
-            },
-            {
-                "scenario_id": "158",
-                "features": {
-                    "Timestamp": 1484709360.0,
-                    "Open": 904.94,
-                    "High": 905.03,
-                    "Low": 904.94,
-                    "Close": 905.03,
-                    "Volume": 3.92625705
-                }
-            },
-            {
-                "scenario_id": "159",
-                "features": {
-                    "Timestamp": 1574848080.0,
-                    "Open": 7083.74,
-                    "High": 7101.97,
-                    "Low": 7083.74,
-                    "Close": 7089.0,
-                    "Volume": 25.16284092
-                }
-            },
-            {
-                "scenario_id": "160",
-                "features": {
-                    "Timestamp": 1706966580.0,
-                    "Open": 43031.0,
-                    "High": 43036.0,
-                    "Low": 43031.0,
-                    "Close": 43031.0,
-                    "Volume": 0.30242006
-                }
-            },
-            {
-                "scenario_id": "161",
-                "features": {
-                    "Timestamp": 1416695580.0,
-                    "Open": 359.9,
-                    "High": 359.9,
-                    "Low": 359.9,
-                    "Close": 359.9,
-                    "Volume": 0.78168393
-                }
-            },
-            {
-                "scenario_id": "162",
-                "features": {
-                    "Timestamp": 1624560660.0,
-                    "Open": 33929.01,
-                    "High": 33961.79,
-                    "Low": 33925.59,
-                    "Close": 33961.79,
-                    "Volume": 5.537954
-                }
-            },
-            {
-                "scenario_id": "163",
-                "features": {
-                    "Timestamp": 1517498400.0,
-                    "Open": 9367.08,
-                    "High": 9375.0,
-                    "Low": 9333.0,
-                    "Close": 9375.0,
-                    "Volume": 111.79015213
-                }
-            },
-            {
-                "scenario_id": "164",
-                "features": {
-                    "Timestamp": 1720313880.0,
-                    "Open": 57994.0,
-                    "High": 57994.0,
-                    "Low": 57984.0,
-                    "Close": 57984.0,
-                    "Volume": 0.01142662
-                }
-            },
-            {
-                "scenario_id": "165",
-                "features": {
-                    "Timestamp": 1616411700.0,
-                    "Open": 57621.91,
-                    "High": 57702.9,
-                    "Low": 57621.91,
-                    "Close": 57694.67,
-                    "Volume": 11.1623543
-                }
-            },
-            {
-                "scenario_id": "167",
-                "features": {
-                    "Timestamp": 1417257180.0,
-                    "Open": 378.7,
-                    "High": 378.7,
-                    "Low": 378.7,
-                    "Close": 378.7,
-                    "Volume": 0.0
-                }
-            },
-            {
-                "scenario_id": "168",
-                "features": {
-                    "Timestamp": 1712949120.0,
-                    "Open": 69372.0,
-                    "High": 69440.0,
-                    "Low": 69364.0,
-                    "Close": 69436.0,
-                    "Volume": 5.50649185
-                }
-            },
-            {
-                "scenario_id": "169",
-                "features": {
-                    "Timestamp": 1395710400.0,
-                    "Open": 591.51,
-                    "High": 592.43,
-                    "Low": 587.82,
-                    "Close": 592.43,
-                    "Volume": 76.30888523
-                }
-            },
-            {
-                "scenario_id": "170",
-                "features": {
-                    "Timestamp": 1589771220.0,
-                    "Open": 9697.59,
-                    "High": 9702.24,
-                    "Low": 9692.75,
-                    "Close": 9694.08,
-                    "Volume": 0.50390856
-                }
-            },
-            {
-                "scenario_id": "171",
-                "features": {
-                    "Timestamp": 1390390860.0,
-                    "Open": 821.59,
-                    "High": 821.59,
-                    "Low": 821.59,
-                    "Close": 821.59,
-                    "Volume": 0.04104312
-                }
-            },
-            {
-                "scenario_id": "172",
-                "features": {
-                    "Timestamp": 1496379960.0,
-                    "Open": 2396.21,
-                    "High": 2396.56,
-                    "Low": 2396.0,
-                    "Close": 2396.0,
-                    "Volume": 45.43401014
-                }
-            },
-            {
-                "scenario_id": "173",
-                "features": {
-                    "Timestamp": 1367654760.0,
-                    "Open": 95.75,
-                    "High": 95.75,
-                    "Low": 95.04,
-                    "Close": 95.04,
-                    "Volume": 0.139
-                }
-            },
-            {
-                "scenario_id": "174",
-                "features": {
-                    "Timestamp": 1632229980.0,
-                    "Open": 43156.73,
-                    "High": 43173.9,
-                    "Low": 43144.04,
-                    "Close": 43173.89,
-                    "Volume": 1.14368694
-                }
-            },
-            {
-                "scenario_id": "175",
-                "features": {
-                    "Timestamp": 1423360380.0,
-                    "Open": 228.87,
-                    "High": 229.0,
-                    "Low": 228.86,
-                    "Close": 229.0,
-                    "Volume": 1.71
-                }
-            },
-            {
-                "scenario_id": "176",
-                "features": {
-                    "Timestamp": 1508905440.0,
-                    "Open": 5524.59,
-                    "High": 5528.77,
-                    "Low": 5521.89,
-                    "Close": 5521.89,
-                    "Volume": 4.07218408
-                }
-            },
-            {
-                "scenario_id": "177",
-                "features": {
-                    "Timestamp": 1694288340.0,
-                    "Open": 25893.0,
-                    "High": 25893.0,
-                    "Low": 25892.0,
-                    "Close": 25892.0,
-                    "Volume": 0.52962
-                }
-            },
-            {
-                "scenario_id": "178",
-                "features": {
-                    "Timestamp": 1443574140.0,
-                    "Open": 237.39,
-                    "High": 237.39,
-                    "Low": 237.37,
-                    "Close": 237.37,
-                    "Volume": 12.49290036
-                }
-            },
-            {
-                "scenario_id": "179",
-                "features": {
-                    "Timestamp": 1506327120.0,
-                    "Open": 3770.0,
-                    "High": 3772.46,
-                    "Low": 3770.0,
-                    "Close": 3772.46,
-                    "Volume": 6.83861712
-                }
-            },
-            {
-                "scenario_id": "180",
-                "features": {
-                    "Timestamp": 1450355760.0,
-                    "Open": 456.7,
-                    "High": 456.7,
-                    "Low": 456.7,
-                    "Close": 456.7,
-                    "Volume": 0.0
-                }
-            },
-            {
-                "scenario_id": "181",
-                "features": {
-                    "Timestamp": 1577980320.0,
-                    "Open": 7139.62,
-                    "High": 7139.62,
-                    "Low": 7132.92,
-                    "Close": 7132.92,
-                    "Volume": 0.05911438
-                }
-            },
-            {
-                "scenario_id": "182",
-                "features": {
-                    "Timestamp": 1592780160.0,
-                    "Open": 9308.54,
-                    "High": 9312.89,
-                    "Low": 9300.14,
-                    "Close": 9300.14,
-                    "Volume": 0.14570653
-                }
-            },
-            {
-                "scenario_id": "183",
-                "features": {
-                    "Timestamp": 1638211140.0,
-                    "Open": 57133.57,
-                    "High": 57193.29,
-                    "Low": 57125.99,
-                    "Close": 57193.29,
-                    "Volume": 1.76888223
-                }
-            },
-            {
-                "scenario_id": "184",
-                "features": {
-                    "Timestamp": 1626381360.0,
-                    "Open": 31564.9,
-                    "High": 31583.84,
-                    "Low": 31564.9,
-                    "Close": 31580.69,
-                    "Volume": 0.36952965
-                }
-            },
-            {
-                "scenario_id": "185",
-                "features": {
-                    "Timestamp": 1604633880.0,
-                    "Open": 15402.17,
-                    "High": 15422.78,
-                    "Low": 15402.17,
-                    "Close": 15422.15,
-                    "Volume": 8.89484232
-                }
-            },
-            {
-                "scenario_id": "186",
-                "features": {
-                    "Timestamp": 1508786280.0,
-                    "Open": 5705.0,
-                    "High": 5705.0,
-                    "Low": 5694.3,
-                    "Close": 5704.9,
-                    "Volume": 1.30743372
-                }
-            },
-            {
-                "scenario_id": "187",
-                "features": {
-                    "Timestamp": 1630942920.0,
-                    "Open": 51383.46,
-                    "High": 51450.52,
-                    "Low": 51343.85,
-                    "Close": 51450.52,
-                    "Volume": 2.60613619
-                }
-            },
-            {
-                "scenario_id": "188",
-                "features": {
-                    "Timestamp": 1493589900.0,
-                    "Open": 1325.35,
-                    "High": 1325.35,
-                    "Low": 1325.35,
-                    "Close": 1325.35,
-                    "Volume": 0.03
-                }
-            },
-            {
-                "scenario_id": "189",
-                "features": {
-                    "Timestamp": 1721444100.0,
-                    "Open": 66715.0,
-                    "High": 66754.0,
-                    "Low": 66715.0,
-                    "Close": 66754.0,
-                    "Volume": 0.23822042
-                }
-            },
-            {
-                "scenario_id": "190",
-                "features": {
-                    "Timestamp": 1381880880.0,
-                    "Open": 139.67,
-                    "High": 139.67,
-                    "Low": 139.67,
-                    "Close": 139.67,
-                    "Volume": 0.5
-                }
-            },
-            {
-                "scenario_id": "191",
-                "features": {
-                    "Timestamp": 1701071940.0,
-                    "Open": 37303.0,
-                    "High": 37322.0,
-                    "Low": 37303.0,
-                    "Close": 37322.0,
-                    "Volume": 11.38208775
-                }
-            },
-            {
-                "scenario_id": "192",
-                "features": {
-                    "Timestamp": 1482294300.0,
-                    "Open": 799.99,
-                    "High": 801.98,
-                    "Low": 799.99,
-                    "Close": 801.96,
-                    "Volume": 193.53390457
-                }
-            },
-            {
-                "scenario_id": "193",
-                "features": {
-                    "Timestamp": 1358475780.0,
-                    "Open": 15.2,
-                    "High": 15.2,
-                    "Low": 15.2,
-                    "Close": 15.2,
-                    "Volume": 1.5
-                }
-            },
-            {
-                "scenario_id": "194",
-                "features": {
-                    "Timestamp": 1450785480.0,
-                    "Open": 437.9,
-                    "High": 437.9,
-                    "Low": 437.53,
-                    "Close": 437.53,
-                    "Volume": 0.19
-                }
-            },
-            {
-                "scenario_id": "195",
-                "features": {
-                    "Timestamp": 1458726960.0,
-                    "Open": 416.19,
-                    "High": 416.19,
-                    "Low": 416.19,
-                    "Close": 416.19,
-                    "Volume": 0.28354384
-                }
-            },
-            {
-                "scenario_id": "196",
-                "features": {
-                    "Timestamp": 1388223420.0,
-                    "Open": 719.32,
-                    "High": 719.99,
-                    "Low": 718.0,
-                    "Close": 718.0,
-                    "Volume": 0.12918004
-                }
-            },
-            {
-                "scenario_id": "197",
-                "features": {
-                    "Timestamp": 1614075960.0,
-                    "Open": 48817.24,
-                    "High": 48854.1,
-                    "Low": 48575.91,
-                    "Close": 48719.01,
-                    "Volume": 23.64451465
-                }
-            },
-            {
-                "scenario_id": "198",
-                "features": {
-                    "Timestamp": 1513512000.0,
-                    "Open": 19329.38,
-                    "High": 19335.0,
-                    "Low": 19329.38,
-                    "Close": 19335.0,
-                    "Volume": 0.47386563
-                }
-            },
-            {
-                "scenario_id": "199",
-                "features": {
-                    "Timestamp": 1570495800.0,
-                    "Open": 8212.46,
-                    "High": 8212.46,
-                    "Low": 8203.82,
-                    "Close": 8204.09,
-                    "Volume": 0.45203356
-                }
-            },
-            {
-                "scenario_id": "200",
-                "features": {
-                    "Timestamp": 1409071620.0,
-                    "Open": 510.49,
-                    "High": 511.82,
-                    "Low": 510.49,
-                    "Close": 511.82,
-                    "Volume": 1.47171684
-                }
-            }
-        ],
-        "target_column": "Volume",
-        "task_sub_type": "regression",
-        "ranking_ground_truth": {
-            "top_k_ids": [
-                "004",
-                "007",
-                "030",
-                "041",
-                "042",
-                "049",
-                "066",
-                "126"
-            ]
-        },
-        "active_filters": [
-            {
-                "col": "Open",
-                "op": "<",
-                "val": 100
-            }
-        ],
-        "sort_direction": "high"
-    },
-    "response": "",
-    "evaluation_score": {}
-}
\ No newline at end of file
+    "active_filters": [
+      {
+        "col": "Open",
+        "op": "<",
+        "val": 100
+      }
+    ],
+    "sort_direction": "low"
+  },
+  "response": "",
+  "evaluation_score": {}
+}
diff --git a/ranking_and_filtering/finance/regression/Campus_Recruitment_B4/Campus_Recruitment_B4_001/Campus_Recruitment_B4_001_current.json b/ranking_and_filtering/finance/regression/Campus_Recruitment_B4/Campus_Recruitment_B4_001/Campus_Recruitment_B4_001_current.json
index e975ab2e82365a121c66960b19a8533176c56e56..74b56899aa96cfc5ccab1846542c9aa19906a68c 100644
--- a/ranking_and_filtering/finance/regression/Campus_Recruitment_B4/Campus_Recruitment_B4_001/Campus_Recruitment_B4_001_current.json
+++ b/ranking_and_filtering/finance/regression/Campus_Recruitment_B4/Campus_Recruitment_B4_001/Campus_Recruitment_B4_001_current.json
@@ -1,902 +1,909 @@
 {
-    "id": "001",
-    "task_type": "B4",
-    "subtask_type": "topk",
-    "perspective": "data_holder",
-    "dataset_name": "Campus Recruitment",
-    "table_path": "output/finance/regression/Campus Recruitment_B4/Campus Recruitment_B4_001/test.csv",
-    "query": "Our recruitment budget is tight this quarter and we need to make the most strategic offers. From the new graduate pool, I need you to identify the 15 candidates who are projected to command the highest starting salaries, based on the historical placement data I've provided.",
-    "meta_info": {
-        "domain": "finance"
+  "id": "001",
+  "task_type": "B4",
+  "subtask_type": "topk",
+  "perspective": "data_holder",
+  "dataset_name": "Campus Recruitment",
+  "table_path": "output/finance/regression/Campus Recruitment_B4/Campus Recruitment_B4_001/test.csv",
+  "query": "Our recruitment budget is tight this quarter and we need to make the most strategic offers. Among the new graduates recorded as placed, I need you to identify the 15 candidates who are projected to command the highest starting salaries, based on the historical placement data I've provided.",
+  "meta_info": {
+    "domain": "finance"
+  },
+  "final_decision": {},
+  "what_if": {},
+  "ground_truth": {
+    "extracted_features": [
+      {
+        "scenario_id": "001",
+        "features": {
+          "sl_no": 175,
+          "gender": "M",
+          "ssc_p": 73.24,
+          "ssc_b": "Others",
+          "hsc_p": 50.83,
+          "hsc_b": "Others",
+          "hsc_s": "Science",
+          "degree_p": 64.27,
+          "degree_t": "Sci&Tech",
+          "workex": "Yes",
+          "etest_p": 64.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 66.23,
+          "status": "Placed",
+          "salary": 500000.0
+        }
+      },
+      {
+        "scenario_id": "002",
+        "features": {
+          "sl_no": 4,
+          "gender": "M",
+          "ssc_p": 56.0,
+          "ssc_b": "Central",
+          "hsc_p": 52.0,
+          "hsc_b": "Central",
+          "hsc_s": "Science",
+          "degree_p": 52.0,
+          "degree_t": "Sci&Tech",
+          "workex": "No",
+          "etest_p": 66.0,
+          "specialisation": "Mkt&HR",
+          "mba_p": 59.43,
+          "status": "Not Placed",
+          "salary": null
+        }
+      },
+      {
+        "scenario_id": "003",
+        "features": {
+          "sl_no": 54,
+          "gender": "M",
+          "ssc_p": 80.0,
+          "ssc_b": "Others",
+          "hsc_p": 70.0,
+          "hsc_b": "Others",
+          "hsc_s": "Science",
+          "degree_p": 72.0,
+          "degree_t": "Sci&Tech",
+          "workex": "No",
+          "etest_p": 87.0,
+          "specialisation": "Mkt&HR",
+          "mba_p": 71.04,
+          "status": "Placed",
+          "salary": 450000.0
+        }
+      },
+      {
+        "scenario_id": "004",
+        "features": {
+          "sl_no": 28,
+          "gender": "M",
+          "ssc_p": 63.0,
+          "ssc_b": "Others",
+          "hsc_p": 67.0,
+          "hsc_b": "Others",
+          "hsc_s": "Commerce",
+          "degree_p": 66.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 68.0,
+          "specialisation": "Mkt&HR",
+          "mba_p": 57.69,
+          "status": "Placed",
+          "salary": 265000.0
+        }
+      },
+      {
+        "scenario_id": "005",
+        "features": {
+          "sl_no": 36,
+          "gender": "F",
+          "ssc_p": 69.0,
+          "ssc_b": "Central",
+          "hsc_p": 78.0,
+          "hsc_b": "Central",
+          "hsc_s": "Commerce",
+          "degree_p": 72.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 71.0,
+          "specialisation": "Mkt&HR",
+          "mba_p": 62.74,
+          "status": "Placed",
+          "salary": 300000.0
+        }
+      },
+      {
+        "scenario_id": "006",
+        "features": {
+          "sl_no": 104,
+          "gender": "M",
+          "ssc_p": 73.0,
+          "ssc_b": "Central",
+          "hsc_p": 78.0,
+          "hsc_b": "Central",
+          "hsc_s": "Science",
+          "degree_p": 73.0,
+          "degree_t": "Sci&Tech",
+          "workex": "Yes",
+          "etest_p": 85.0,
+          "specialisation": "Mkt&HR",
+          "mba_p": 65.83,
+          "status": "Placed",
+          "salary": 240000.0
+        }
+      },
+      {
+        "scenario_id": "007",
+        "features": {
+          "sl_no": 156,
+          "gender": "M",
+          "ssc_p": 51.57,
+          "ssc_b": "Others",
+          "hsc_p": 74.66,
+          "hsc_b": "Others",
+          "hsc_s": "Commerce",
+          "degree_p": 59.9,
+          "degree_t": "Comm&Mgmt",
+          "workex": "Yes",
+          "etest_p": 56.15,
+          "specialisation": "Mkt&HR",
+          "mba_p": 65.99,
+          "status": "Not Placed",
+          "salary": null
+        }
+      },
+      {
+        "scenario_id": "008",
+        "features": {
+          "sl_no": 109,
+          "gender": "M",
+          "ssc_p": 61.0,
+          "ssc_b": "Central",
+          "hsc_p": 82.0,
+          "hsc_b": "Central",
+          "hsc_s": "Commerce",
+          "degree_p": 69.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 84.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 58.31,
+          "status": "Placed",
+          "salary": 300000.0
+        }
+      },
+      {
+        "scenario_id": "009",
+        "features": {
+          "sl_no": 157,
+          "gender": "M",
+          "ssc_p": 84.2,
+          "ssc_b": "Central",
+          "hsc_p": 69.4,
+          "hsc_b": "Central",
+          "hsc_s": "Science",
+          "degree_p": 65.0,
+          "degree_t": "Sci&Tech",
+          "workex": "Yes",
+          "etest_p": 80.0,
+          "specialisation": "Mkt&HR",
+          "mba_p": 52.72,
+          "status": "Placed",
+          "salary": 255000.0
+        }
+      },
+      {
+        "scenario_id": "010",
+        "features": {
+          "sl_no": 60,
+          "gender": "M",
+          "ssc_p": 52.6,
+          "ssc_b": "Central",
+          "hsc_p": 65.58,
+          "hsc_b": "Others",
+          "hsc_s": "Science",
+          "degree_p": 72.11,
+          "degree_t": "Sci&Tech",
+          "workex": "No",
+          "etest_p": 57.6,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 56.66,
+          "status": "Placed",
+          "salary": 265000.0
+        }
+      },
+      {
+        "scenario_id": "011",
+        "features": {
+          "sl_no": 182,
+          "gender": "M",
+          "ssc_p": 62.0,
+          "ssc_b": "Central",
+          "hsc_p": 60.33,
+          "hsc_b": "Others",
+          "hsc_s": "Science",
+          "degree_p": 64.21,
+          "degree_t": "Sci&Tech",
+          "workex": "No",
+          "etest_p": 63.0,
+          "specialisation": "Mkt&HR",
+          "mba_p": 60.02,
+          "status": "Not Placed",
+          "salary": null
+        }
+      },
+      {
+        "scenario_id": "012",
+        "features": {
+          "sl_no": 90,
+          "gender": "F",
+          "ssc_p": 84.0,
+          "ssc_b": "Others",
+          "hsc_p": 75.0,
+          "hsc_b": "Others",
+          "hsc_s": "Science",
+          "degree_p": 69.0,
+          "degree_t": "Sci&Tech",
+          "workex": "Yes",
+          "etest_p": 62.0,
+          "specialisation": "Mkt&HR",
+          "mba_p": 62.36,
+          "status": "Placed",
+          "salary": 210000.0
+        }
+      },
+      {
+        "scenario_id": "013",
+        "features": {
+          "sl_no": 67,
+          "gender": "M",
+          "ssc_p": 83.0,
+          "ssc_b": "Others",
+          "hsc_p": 74.0,
+          "hsc_b": "Others",
+          "hsc_s": "Science",
+          "degree_p": 66.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 68.92,
+          "specialisation": "Mkt&HR",
+          "mba_p": 58.46,
+          "status": "Placed",
+          "salary": 275000.0
+        }
+      },
+      {
+        "scenario_id": "014",
+        "features": {
+          "sl_no": 89,
+          "gender": "F",
+          "ssc_p": 66.0,
+          "ssc_b": "Central",
+          "hsc_p": 62.0,
+          "hsc_b": "Central",
+          "hsc_s": "Commerce",
+          "degree_p": 73.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 58.0,
+          "specialisation": "Mkt&HR",
+          "mba_p": 64.36,
+          "status": "Placed",
+          "salary": 210000.0
+        }
+      },
+      {
+        "scenario_id": "015",
+        "features": {
+          "sl_no": 23,
+          "gender": "F",
+          "ssc_p": 69.8,
+          "ssc_b": "Others",
+          "hsc_p": 60.8,
+          "hsc_b": "Others",
+          "hsc_s": "Science",
+          "degree_p": 72.23,
+          "degree_t": "Sci&Tech",
+          "workex": "No",
+          "etest_p": 55.53,
+          "specialisation": "Mkt&HR",
+          "mba_p": 68.81,
+          "status": "Placed",
+          "salary": 360000.0
+        }
+      },
+      {
+        "scenario_id": "016",
+        "features": {
+          "sl_no": 106,
+          "gender": "M",
+          "ssc_p": 59.0,
+          "ssc_b": "Central",
+          "hsc_p": 64.0,
+          "hsc_b": "Others",
+          "hsc_s": "Science",
+          "degree_p": 58.0,
+          "degree_t": "Sci&Tech",
+          "workex": "No",
+          "etest_p": 85.0,
+          "specialisation": "Mkt&HR",
+          "mba_p": 55.3,
+          "status": "Not Placed",
+          "salary": null
+        }
+      },
+      {
+        "scenario_id": "017",
+        "features": {
+          "sl_no": 160,
+          "gender": "M",
+          "ssc_p": 52.0,
+          "ssc_b": "Central",
+          "hsc_p": 49.0,
+          "hsc_b": "Others",
+          "hsc_s": "Commerce",
+          "degree_p": 58.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 62.0,
+          "specialisation": "Mkt&HR",
+          "mba_p": 60.59,
+          "status": "Not Placed",
+          "salary": null
+        }
+      },
+      {
+        "scenario_id": "018",
+        "features": {
+          "sl_no": 63,
+          "gender": "F",
+          "ssc_p": 86.5,
+          "ssc_b": "Others",
+          "hsc_p": 64.2,
+          "hsc_b": "Others",
+          "hsc_s": "Science",
+          "degree_p": 67.4,
+          "degree_t": "Sci&Tech",
+          "workex": "No",
+          "etest_p": 59.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 59.69,
+          "status": "Placed",
+          "salary": 240000.0
+        }
+      },
+      {
+        "scenario_id": "019",
+        "features": {
+          "sl_no": 29,
+          "gender": "M",
+          "ssc_p": 76.76,
+          "ssc_b": "Others",
+          "hsc_p": 76.5,
+          "hsc_b": "Others",
+          "hsc_s": "Commerce",
+          "degree_p": 67.5,
+          "degree_t": "Comm&Mgmt",
+          "workex": "Yes",
+          "etest_p": 73.35,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 64.15,
+          "status": "Placed",
+          "salary": 350000.0
+        }
+      },
+      {
+        "scenario_id": "020",
+        "features": {
+          "sl_no": 174,
+          "gender": "F",
+          "ssc_p": 52.0,
+          "ssc_b": "Others",
+          "hsc_p": 52.0,
+          "hsc_b": "Others",
+          "hsc_s": "Science",
+          "degree_p": 55.0,
+          "degree_t": "Sci&Tech",
+          "workex": "No",
+          "etest_p": 67.0,
+          "specialisation": "Mkt&HR",
+          "mba_p": 59.32,
+          "status": "Not Placed",
+          "salary": null
+        }
+      },
+      {
+        "scenario_id": "021",
+        "features": {
+          "sl_no": 158,
+          "gender": "M",
+          "ssc_p": 66.5,
+          "ssc_b": "Central",
+          "hsc_p": 62.5,
+          "hsc_b": "Central",
+          "hsc_s": "Commerce",
+          "degree_p": 60.9,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 93.4,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 55.03,
+          "status": "Placed",
+          "salary": 300000.0
+        }
+      },
+      {
+        "scenario_id": "022",
+        "features": {
+          "sl_no": 52,
+          "gender": "M",
+          "ssc_p": 54.4,
+          "ssc_b": "Central",
+          "hsc_p": 61.12,
+          "hsc_b": "Central",
+          "hsc_s": "Commerce",
+          "degree_p": 56.2,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 67.0,
+          "specialisation": "Mkt&HR",
+          "mba_p": 62.65,
+          "status": "Not Placed",
+          "salary": null
+        }
+      },
+      {
+        "scenario_id": "023",
+        "features": {
+          "sl_no": 164,
+          "gender": "M",
+          "ssc_p": 63.0,
+          "ssc_b": "Others",
+          "hsc_p": 67.0,
+          "hsc_b": "Others",
+          "hsc_s": "Science",
+          "degree_p": 64.0,
+          "degree_t": "Sci&Tech",
+          "workex": "No",
+          "etest_p": 75.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 66.46,
+          "status": "Placed",
+          "salary": 500000.0
+        }
+      },
+      {
+        "scenario_id": "024",
+        "features": {
+          "sl_no": 91,
+          "gender": "F",
+          "ssc_p": 85.0,
+          "ssc_b": "Others",
+          "hsc_p": 90.0,
+          "hsc_b": "Others",
+          "hsc_s": "Commerce",
+          "degree_p": 82.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 92.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 68.03,
+          "status": "Placed",
+          "salary": 300000.0
+        }
+      },
+      {
+        "scenario_id": "025",
+        "features": {
+          "sl_no": 152,
+          "gender": "M",
+          "ssc_p": 65.0,
+          "ssc_b": "Central",
+          "hsc_p": 65.0,
+          "hsc_b": "Central",
+          "hsc_s": "Commerce",
+          "degree_p": 75.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 83.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 58.87,
+          "status": "Placed",
+          "salary": 270000.0
+        }
+      },
+      {
+        "scenario_id": "026",
+        "features": {
+          "sl_no": 48,
+          "gender": "M",
+          "ssc_p": 63.0,
+          "ssc_b": "Central",
+          "hsc_p": 60.0,
+          "hsc_b": "Central",
+          "hsc_s": "Commerce",
+          "degree_p": 57.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "Yes",
+          "etest_p": 78.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 54.55,
+          "status": "Placed",
+          "salary": 204000.0
+        }
+      },
+      {
+        "scenario_id": "027",
+        "features": {
+          "sl_no": 130,
+          "gender": "M",
+          "ssc_p": 76.7,
+          "ssc_b": "Central",
+          "hsc_p": 89.7,
+          "hsc_b": "Others",
+          "hsc_s": "Commerce",
+          "degree_p": 66.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "Yes",
+          "etest_p": 90.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 68.55,
+          "status": "Placed",
+          "salary": 250000.0
+        }
+      },
+      {
+        "scenario_id": "028",
+        "features": {
+          "sl_no": 39,
+          "gender": "F",
+          "ssc_p": 73.0,
+          "ssc_b": "Others",
+          "hsc_p": 58.0,
+          "hsc_b": "Others",
+          "hsc_s": "Science",
+          "degree_p": 66.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 53.7,
+          "specialisation": "Mkt&HR",
+          "mba_p": 56.86,
+          "status": "Placed",
+          "salary": 240000.0
+        }
+      },
+      {
+        "scenario_id": "029",
+        "features": {
+          "sl_no": 12,
+          "gender": "M",
+          "ssc_p": 69.6,
+          "ssc_b": "Central",
+          "hsc_p": 68.4,
+          "hsc_b": "Central",
+          "hsc_s": "Commerce",
+          "degree_p": 78.3,
+          "degree_t": "Comm&Mgmt",
+          "workex": "Yes",
+          "etest_p": 60.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 63.7,
+          "status": "Placed",
+          "salary": 250000.0
+        }
+      },
+      {
+        "scenario_id": "030",
+        "features": {
+          "sl_no": 131,
+          "gender": "M",
+          "ssc_p": 62.0,
+          "ssc_b": "Central",
+          "hsc_p": 65.0,
+          "hsc_b": "Others",
+          "hsc_s": "Commerce",
+          "degree_p": 60.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 84.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 64.15,
+          "status": "Not Placed",
+          "salary": null
+        }
+      },
+      {
+        "scenario_id": "031",
+        "features": {
+          "sl_no": 19,
+          "gender": "F",
+          "ssc_p": 63.0,
+          "ssc_b": "Central",
+          "hsc_p": 66.0,
+          "hsc_b": "Central",
+          "hsc_s": "Commerce",
+          "degree_p": 64.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 68.0,
+          "specialisation": "Mkt&HR",
+          "mba_p": 64.08,
+          "status": "Not Placed",
+          "salary": null
+        }
+      },
+      {
+        "scenario_id": "032",
+        "features": {
+          "sl_no": 59,
+          "gender": "M",
+          "ssc_p": 74.0,
+          "ssc_b": "Central",
+          "hsc_p": 62.0,
+          "hsc_b": "Others",
+          "hsc_s": "Science",
+          "degree_p": 68.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 74.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 57.99,
+          "status": "Placed",
+          "salary": 268000.0
+        }
+      },
+      {
+        "scenario_id": "033",
+        "features": {
+          "sl_no": 213,
+          "gender": "M",
+          "ssc_p": 67.0,
+          "ssc_b": "Others",
+          "hsc_p": 67.0,
+          "hsc_b": "Others",
+          "hsc_s": "Commerce",
+          "degree_p": 73.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "Yes",
+          "etest_p": 59.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 69.72,
+          "status": "Placed",
+          "salary": 295000.0
+        }
+      },
+      {
+        "scenario_id": "034",
+        "features": {
+          "sl_no": 65,
+          "gender": "M",
+          "ssc_p": 80.0,
+          "ssc_b": "Others",
+          "hsc_p": 73.0,
+          "hsc_b": "Others",
+          "hsc_s": "Commerce",
+          "degree_p": 75.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 61.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 58.78,
+          "status": "Placed",
+          "salary": 240000.0
+        }
+      },
+      {
+        "scenario_id": "035",
+        "features": {
+          "sl_no": 117,
+          "gender": "M",
+          "ssc_p": 68.2,
+          "ssc_b": "Central",
+          "hsc_p": 72.8,
+          "hsc_b": "Central",
+          "hsc_s": "Commerce",
+          "degree_p": 66.6,
+          "degree_t": "Comm&Mgmt",
+          "workex": "Yes",
+          "etest_p": 96.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 70.85,
+          "status": "Placed",
+          "salary": 300000.0
+        }
+      },
+      {
+        "scenario_id": "036",
+        "features": {
+          "sl_no": 95,
+          "gender": "M",
+          "ssc_p": 58.0,
+          "ssc_b": "Central",
+          "hsc_p": 62.0,
+          "hsc_b": "Central",
+          "hsc_s": "Commerce",
+          "degree_p": 64.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 53.88,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 54.97,
+          "status": "Placed",
+          "salary": 260000.0
+        }
+      },
+      {
+        "scenario_id": "037",
+        "features": {
+          "sl_no": 68,
+          "gender": "M",
+          "ssc_p": 80.92,
+          "ssc_b": "Others",
+          "hsc_p": 78.5,
+          "hsc_b": "Others",
+          "hsc_s": "Commerce",
+          "degree_p": 67.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 68.71,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 60.99,
+          "status": "Placed",
+          "salary": 275000.0
+        }
+      },
+      {
+        "scenario_id": "038",
+        "features": {
+          "sl_no": 143,
+          "gender": "M",
+          "ssc_p": 85.0,
+          "ssc_b": "Central",
+          "hsc_p": 60.0,
+          "hsc_b": "Others",
+          "hsc_s": "Science",
+          "degree_p": 73.43,
+          "degree_t": "Sci&Tech",
+          "workex": "Yes",
+          "etest_p": 60.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 61.29,
+          "status": "Placed",
+          "salary": 260000.0
+        }
+      },
+      {
+        "scenario_id": "039",
+        "features": {
+          "sl_no": 101,
+          "gender": "F",
+          "ssc_p": 45.0,
+          "ssc_b": "Others",
+          "hsc_p": 57.0,
+          "hsc_b": "Others",
+          "hsc_s": "Commerce",
+          "degree_p": 58.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "Yes",
+          "etest_p": 56.39,
+          "specialisation": "Mkt&HR",
+          "mba_p": 64.95,
+          "status": "Not Placed",
+          "salary": null
+        }
+      },
+      {
+        "scenario_id": "040",
+        "features": {
+          "sl_no": 14,
+          "gender": "F",
+          "ssc_p": 77.0,
+          "ssc_b": "Central",
+          "hsc_p": 87.0,
+          "hsc_b": "Central",
+          "hsc_s": "Commerce",
+          "degree_p": 59.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 68.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 68.63,
+          "status": "Placed",
+          "salary": 218000.0
+        }
+      },
+      {
+        "scenario_id": "041",
+        "features": {
+          "sl_no": 72,
+          "gender": "M",
+          "ssc_p": 75.0,
+          "ssc_b": "Others",
+          "hsc_p": 70.29,
+          "hsc_b": "Others",
+          "hsc_s": "Commerce",
+          "degree_p": 71.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 95.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 66.94,
+          "status": "Placed",
+          "salary": 240000.0
+        }
+      },
+      {
+        "scenario_id": "042",
+        "features": {
+          "sl_no": 107,
+          "gender": "M",
+          "ssc_p": 61.08,
+          "ssc_b": "Others",
+          "hsc_p": 50.0,
+          "hsc_b": "Others",
+          "hsc_s": "Science",
+          "degree_p": 54.0,
+          "degree_t": "Sci&Tech",
+          "workex": "No",
+          "etest_p": 71.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 65.69,
+          "status": "Not Placed",
+          "salary": null
+        }
+      },
+      {
+        "scenario_id": "043",
+        "features": {
+          "sl_no": 80,
+          "gender": "F",
+          "ssc_p": 69.0,
+          "ssc_b": "Central",
+          "hsc_p": 62.0,
+          "hsc_b": "Central",
+          "hsc_s": "Science",
+          "degree_p": 66.0,
+          "degree_t": "Sci&Tech",
+          "workex": "No",
+          "etest_p": 75.0,
+          "specialisation": "Mkt&HR",
+          "mba_p": 67.99,
+          "status": "Not Placed",
+          "salary": null
+        }
+      }
+    ],
+    "target_column": "salary",
+    "task_sub_type": "regression",
+    "ranking_ground_truth": {
+      "top_k_ids": [
+        "001",
+        "023",
+        "003",
+        "015",
+        "019",
+        "005",
+        "008",
+        "021",
+        "024",
+        "035",
+        "033",
+        "013",
+        "037",
+        "025",
+        "032"
+      ]
     },
-    "final_decision": {},
-    "what_if": {},
-    "ground_truth": {
-        "extracted_features": [
-            {
-                "scenario_id": "001",
-                "features": {
-                    "sl_no": 175,
-                    "gender": "M",
-                    "ssc_p": 73.24,
-                    "ssc_b": "Others",
-                    "hsc_p": 50.83,
-                    "hsc_b": "Others",
-                    "hsc_s": "Science",
-                    "degree_p": 64.27,
-                    "degree_t": "Sci&Tech",
-                    "workex": "Yes",
-                    "etest_p": 64.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 66.23,
-                    "status": "Placed",
-                    "salary": 500000.0
-                }
-            },
-            {
-                "scenario_id": "002",
-                "features": {
-                    "sl_no": 4,
-                    "gender": "M",
-                    "ssc_p": 56.0,
-                    "ssc_b": "Central",
-                    "hsc_p": 52.0,
-                    "hsc_b": "Central",
-                    "hsc_s": "Science",
-                    "degree_p": 52.0,
-                    "degree_t": "Sci&Tech",
-                    "workex": "No",
-                    "etest_p": 66.0,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 59.43,
-                    "status": "Not Placed",
-                    "salary": null
-                }
-            },
-            {
-                "scenario_id": "003",
-                "features": {
-                    "sl_no": 54,
-                    "gender": "M",
-                    "ssc_p": 80.0,
-                    "ssc_b": "Others",
-                    "hsc_p": 70.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Science",
-                    "degree_p": 72.0,
-                    "degree_t": "Sci&Tech",
-                    "workex": "No",
-                    "etest_p": 87.0,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 71.04,
-                    "status": "Placed",
-                    "salary": 450000.0
-                }
-            },
-            {
-                "scenario_id": "004",
-                "features": {
-                    "sl_no": 28,
-                    "gender": "M",
-                    "ssc_p": 63.0,
-                    "ssc_b": "Others",
-                    "hsc_p": 67.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Commerce",
-                    "degree_p": 66.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 68.0,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 57.69,
-                    "status": "Placed",
-                    "salary": 265000.0
-                }
-            },
-            {
-                "scenario_id": "005",
-                "features": {
-                    "sl_no": 36,
-                    "gender": "F",
-                    "ssc_p": 69.0,
-                    "ssc_b": "Central",
-                    "hsc_p": 78.0,
-                    "hsc_b": "Central",
-                    "hsc_s": "Commerce",
-                    "degree_p": 72.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 71.0,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 62.74,
-                    "status": "Placed",
-                    "salary": 300000.0
-                }
-            },
-            {
-                "scenario_id": "006",
-                "features": {
-                    "sl_no": 104,
-                    "gender": "M",
-                    "ssc_p": 73.0,
-                    "ssc_b": "Central",
-                    "hsc_p": 78.0,
-                    "hsc_b": "Central",
-                    "hsc_s": "Science",
-                    "degree_p": 73.0,
-                    "degree_t": "Sci&Tech",
-                    "workex": "Yes",
-                    "etest_p": 85.0,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 65.83,
-                    "status": "Placed",
-                    "salary": 240000.0
-                }
-            },
-            {
-                "scenario_id": "007",
-                "features": {
-                    "sl_no": 156,
-                    "gender": "M",
-                    "ssc_p": 51.57,
-                    "ssc_b": "Others",
-                    "hsc_p": 74.66,
-                    "hsc_b": "Others",
-                    "hsc_s": "Commerce",
-                    "degree_p": 59.9,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "Yes",
-                    "etest_p": 56.15,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 65.99,
-                    "status": "Not Placed",
-                    "salary": null
-                }
-            },
-            {
-                "scenario_id": "008",
-                "features": {
-                    "sl_no": 109,
-                    "gender": "M",
-                    "ssc_p": 61.0,
-                    "ssc_b": "Central",
-                    "hsc_p": 82.0,
-                    "hsc_b": "Central",
-                    "hsc_s": "Commerce",
-                    "degree_p": 69.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 84.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 58.31,
-                    "status": "Placed",
-                    "salary": 300000.0
-                }
-            },
-            {
-                "scenario_id": "009",
-                "features": {
-                    "sl_no": 157,
-                    "gender": "M",
-                    "ssc_p": 84.2,
-                    "ssc_b": "Central",
-                    "hsc_p": 69.4,
-                    "hsc_b": "Central",
-                    "hsc_s": "Science",
-                    "degree_p": 65.0,
-                    "degree_t": "Sci&Tech",
-                    "workex": "Yes",
-                    "etest_p": 80.0,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 52.72,
-                    "status": "Placed",
-                    "salary": 255000.0
-                }
-            },
-            {
-                "scenario_id": "010",
-                "features": {
-                    "sl_no": 60,
-                    "gender": "M",
-                    "ssc_p": 52.6,
-                    "ssc_b": "Central",
-                    "hsc_p": 65.58,
-                    "hsc_b": "Others",
-                    "hsc_s": "Science",
-                    "degree_p": 72.11,
-                    "degree_t": "Sci&Tech",
-                    "workex": "No",
-                    "etest_p": 57.6,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 56.66,
-                    "status": "Placed",
-                    "salary": 265000.0
-                }
-            },
-            {
-                "scenario_id": "011",
-                "features": {
-                    "sl_no": 182,
-                    "gender": "M",
-                    "ssc_p": 62.0,
-                    "ssc_b": "Central",
-                    "hsc_p": 60.33,
-                    "hsc_b": "Others",
-                    "hsc_s": "Science",
-                    "degree_p": 64.21,
-                    "degree_t": "Sci&Tech",
-                    "workex": "No",
-                    "etest_p": 63.0,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 60.02,
-                    "status": "Not Placed",
-                    "salary": null
-                }
-            },
-            {
-                "scenario_id": "012",
-                "features": {
-                    "sl_no": 90,
-                    "gender": "F",
-                    "ssc_p": 84.0,
-                    "ssc_b": "Others",
-                    "hsc_p": 75.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Science",
-                    "degree_p": 69.0,
-                    "degree_t": "Sci&Tech",
-                    "workex": "Yes",
-                    "etest_p": 62.0,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 62.36,
-                    "status": "Placed",
-                    "salary": 210000.0
-                }
-            },
-            {
-                "scenario_id": "013",
-                "features": {
-                    "sl_no": 67,
-                    "gender": "M",
-                    "ssc_p": 83.0,
-                    "ssc_b": "Others",
-                    "hsc_p": 74.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Science",
-                    "degree_p": 66.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 68.92,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 58.46,
-                    "status": "Placed",
-                    "salary": 275000.0
-                }
-            },
-            {
-                "scenario_id": "014",
-                "features": {
-                    "sl_no": 89,
-                    "gender": "F",
-                    "ssc_p": 66.0,
-                    "ssc_b": "Central",
-                    "hsc_p": 62.0,
-                    "hsc_b": "Central",
-                    "hsc_s": "Commerce",
-                    "degree_p": 73.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 58.0,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 64.36,
-                    "status": "Placed",
-                    "salary": 210000.0
-                }
-            },
-            {
-                "scenario_id": "015",
-                "features": {
-                    "sl_no": 23,
-                    "gender": "F",
-                    "ssc_p": 69.8,
-                    "ssc_b": "Others",
-                    "hsc_p": 60.8,
-                    "hsc_b": "Others",
-                    "hsc_s": "Science",
-                    "degree_p": 72.23,
-                    "degree_t": "Sci&Tech",
-                    "workex": "No",
-                    "etest_p": 55.53,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 68.81,
-                    "status": "Placed",
-                    "salary": 360000.0
-                }
-            },
-            {
-                "scenario_id": "016",
-                "features": {
-                    "sl_no": 106,
-                    "gender": "M",
-                    "ssc_p": 59.0,
-                    "ssc_b": "Central",
-                    "hsc_p": 64.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Science",
-                    "degree_p": 58.0,
-                    "degree_t": "Sci&Tech",
-                    "workex": "No",
-                    "etest_p": 85.0,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 55.3,
-                    "status": "Not Placed",
-                    "salary": null
-                }
-            },
-            {
-                "scenario_id": "017",
-                "features": {
-                    "sl_no": 160,
-                    "gender": "M",
-                    "ssc_p": 52.0,
-                    "ssc_b": "Central",
-                    "hsc_p": 49.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Commerce",
-                    "degree_p": 58.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 62.0,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 60.59,
-                    "status": "Not Placed",
-                    "salary": null
-                }
-            },
-            {
-                "scenario_id": "018",
-                "features": {
-                    "sl_no": 63,
-                    "gender": "F",
-                    "ssc_p": 86.5,
-                    "ssc_b": "Others",
-                    "hsc_p": 64.2,
-                    "hsc_b": "Others",
-                    "hsc_s": "Science",
-                    "degree_p": 67.4,
-                    "degree_t": "Sci&Tech",
-                    "workex": "No",
-                    "etest_p": 59.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 59.69,
-                    "status": "Placed",
-                    "salary": 240000.0
-                }
-            },
-            {
-                "scenario_id": "019",
-                "features": {
-                    "sl_no": 29,
-                    "gender": "M",
-                    "ssc_p": 76.76,
-                    "ssc_b": "Others",
-                    "hsc_p": 76.5,
-                    "hsc_b": "Others",
-                    "hsc_s": "Commerce",
-                    "degree_p": 67.5,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "Yes",
-                    "etest_p": 73.35,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 64.15,
-                    "status": "Placed",
-                    "salary": 350000.0
-                }
-            },
-            {
-                "scenario_id": "020",
-                "features": {
-                    "sl_no": 174,
-                    "gender": "F",
-                    "ssc_p": 52.0,
-                    "ssc_b": "Others",
-                    "hsc_p": 52.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Science",
-                    "degree_p": 55.0,
-                    "degree_t": "Sci&Tech",
-                    "workex": "No",
-                    "etest_p": 67.0,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 59.32,
-                    "status": "Not Placed",
-                    "salary": null
-                }
-            },
-            {
-                "scenario_id": "021",
-                "features": {
-                    "sl_no": 158,
-                    "gender": "M",
-                    "ssc_p": 66.5,
-                    "ssc_b": "Central",
-                    "hsc_p": 62.5,
-                    "hsc_b": "Central",
-                    "hsc_s": "Commerce",
-                    "degree_p": 60.9,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 93.4,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 55.03,
-                    "status": "Placed",
-                    "salary": 300000.0
-                }
-            },
-            {
-                "scenario_id": "022",
-                "features": {
-                    "sl_no": 52,
-                    "gender": "M",
-                    "ssc_p": 54.4,
-                    "ssc_b": "Central",
-                    "hsc_p": 61.12,
-                    "hsc_b": "Central",
-                    "hsc_s": "Commerce",
-                    "degree_p": 56.2,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 67.0,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 62.65,
-                    "status": "Not Placed",
-                    "salary": null
-                }
-            },
-            {
-                "scenario_id": "023",
-                "features": {
-                    "sl_no": 164,
-                    "gender": "M",
-                    "ssc_p": 63.0,
-                    "ssc_b": "Others",
-                    "hsc_p": 67.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Science",
-                    "degree_p": 64.0,
-                    "degree_t": "Sci&Tech",
-                    "workex": "No",
-                    "etest_p": 75.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 66.46,
-                    "status": "Placed",
-                    "salary": 500000.0
-                }
-            },
-            {
-                "scenario_id": "024",
-                "features": {
-                    "sl_no": 91,
-                    "gender": "F",
-                    "ssc_p": 85.0,
-                    "ssc_b": "Others",
-                    "hsc_p": 90.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Commerce",
-                    "degree_p": 82.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 92.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 68.03,
-                    "status": "Placed",
-                    "salary": 300000.0
-                }
-            },
-            {
-                "scenario_id": "025",
-                "features": {
-                    "sl_no": 152,
-                    "gender": "M",
-                    "ssc_p": 65.0,
-                    "ssc_b": "Central",
-                    "hsc_p": 65.0,
-                    "hsc_b": "Central",
-                    "hsc_s": "Commerce",
-                    "degree_p": 75.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 83.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 58.87,
-                    "status": "Placed",
-                    "salary": 270000.0
-                }
-            },
-            {
-                "scenario_id": "026",
-                "features": {
-                    "sl_no": 48,
-                    "gender": "M",
-                    "ssc_p": 63.0,
-                    "ssc_b": "Central",
-                    "hsc_p": 60.0,
-                    "hsc_b": "Central",
-                    "hsc_s": "Commerce",
-                    "degree_p": 57.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "Yes",
-                    "etest_p": 78.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 54.55,
-                    "status": "Placed",
-                    "salary": 204000.0
-                }
-            },
-            {
-                "scenario_id": "027",
-                "features": {
-                    "sl_no": 130,
-                    "gender": "M",
-                    "ssc_p": 76.7,
-                    "ssc_b": "Central",
-                    "hsc_p": 89.7,
-                    "hsc_b": "Others",
-                    "hsc_s": "Commerce",
-                    "degree_p": 66.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "Yes",
-                    "etest_p": 90.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 68.55,
-                    "status": "Placed",
-                    "salary": 250000.0
-                }
-            },
-            {
-                "scenario_id": "028",
-                "features": {
-                    "sl_no": 39,
-                    "gender": "F",
-                    "ssc_p": 73.0,
-                    "ssc_b": "Others",
-                    "hsc_p": 58.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Science",
-                    "degree_p": 66.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 53.7,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 56.86,
-                    "status": "Placed",
-                    "salary": 240000.0
-                }
-            },
-            {
-                "scenario_id": "029",
-                "features": {
-                    "sl_no": 12,
-                    "gender": "M",
-                    "ssc_p": 69.6,
-                    "ssc_b": "Central",
-                    "hsc_p": 68.4,
-                    "hsc_b": "Central",
-                    "hsc_s": "Commerce",
-                    "degree_p": 78.3,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "Yes",
-                    "etest_p": 60.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 63.7,
-                    "status": "Placed",
-                    "salary": 250000.0
-                }
-            },
-            {
-                "scenario_id": "030",
-                "features": {
-                    "sl_no": 131,
-                    "gender": "M",
-                    "ssc_p": 62.0,
-                    "ssc_b": "Central",
-                    "hsc_p": 65.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Commerce",
-                    "degree_p": 60.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 84.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 64.15,
-                    "status": "Not Placed",
-                    "salary": null
-                }
-            },
-            {
-                "scenario_id": "031",
-                "features": {
-                    "sl_no": 19,
-                    "gender": "F",
-                    "ssc_p": 63.0,
-                    "ssc_b": "Central",
-                    "hsc_p": 66.0,
-                    "hsc_b": "Central",
-                    "hsc_s": "Commerce",
-                    "degree_p": 64.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 68.0,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 64.08,
-                    "status": "Not Placed",
-                    "salary": null
-                }
-            },
-            {
-                "scenario_id": "032",
-                "features": {
-                    "sl_no": 59,
-                    "gender": "M",
-                    "ssc_p": 74.0,
-                    "ssc_b": "Central",
-                    "hsc_p": 62.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Science",
-                    "degree_p": 68.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 74.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 57.99,
-                    "status": "Placed",
-                    "salary": 268000.0
-                }
-            },
-            {
-                "scenario_id": "033",
-                "features": {
-                    "sl_no": 213,
-                    "gender": "M",
-                    "ssc_p": 67.0,
-                    "ssc_b": "Others",
-                    "hsc_p": 67.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Commerce",
-                    "degree_p": 73.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "Yes",
-                    "etest_p": 59.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 69.72,
-                    "status": "Placed",
-                    "salary": 295000.0
-                }
-            },
-            {
-                "scenario_id": "034",
-                "features": {
-                    "sl_no": 65,
-                    "gender": "M",
-                    "ssc_p": 80.0,
-                    "ssc_b": "Others",
-                    "hsc_p": 73.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Commerce",
-                    "degree_p": 75.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 61.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 58.78,
-                    "status": "Placed",
-                    "salary": 240000.0
-                }
-            },
-            {
-                "scenario_id": "035",
-                "features": {
-                    "sl_no": 117,
-                    "gender": "M",
-                    "ssc_p": 68.2,
-                    "ssc_b": "Central",
-                    "hsc_p": 72.8,
-                    "hsc_b": "Central",
-                    "hsc_s": "Commerce",
-                    "degree_p": 66.6,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "Yes",
-                    "etest_p": 96.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 70.85,
-                    "status": "Placed",
-                    "salary": 300000.0
-                }
-            },
-            {
-                "scenario_id": "036",
-                "features": {
-                    "sl_no": 95,
-                    "gender": "M",
-                    "ssc_p": 58.0,
-                    "ssc_b": "Central",
-                    "hsc_p": 62.0,
-                    "hsc_b": "Central",
-                    "hsc_s": "Commerce",
-                    "degree_p": 64.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 53.88,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 54.97,
-                    "status": "Placed",
-                    "salary": 260000.0
-                }
-            },
-            {
-                "scenario_id": "037",
-                "features": {
-                    "sl_no": 68,
-                    "gender": "M",
-                    "ssc_p": 80.92,
-                    "ssc_b": "Others",
-                    "hsc_p": 78.5,
-                    "hsc_b": "Others",
-                    "hsc_s": "Commerce",
-                    "degree_p": 67.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 68.71,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 60.99,
-                    "status": "Placed",
-                    "salary": 275000.0
-                }
-            },
-            {
-                "scenario_id": "038",
-                "features": {
-                    "sl_no": 143,
-                    "gender": "M",
-                    "ssc_p": 85.0,
-                    "ssc_b": "Central",
-                    "hsc_p": 60.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Science",
-                    "degree_p": 73.43,
-                    "degree_t": "Sci&Tech",
-                    "workex": "Yes",
-                    "etest_p": 60.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 61.29,
-                    "status": "Placed",
-                    "salary": 260000.0
-                }
-            },
-            {
-                "scenario_id": "039",
-                "features": {
-                    "sl_no": 101,
-                    "gender": "F",
-                    "ssc_p": 45.0,
-                    "ssc_b": "Others",
-                    "hsc_p": 57.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Commerce",
-                    "degree_p": 58.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "Yes",
-                    "etest_p": 56.39,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 64.95,
-                    "status": "Not Placed",
-                    "salary": null
-                }
-            },
-            {
-                "scenario_id": "040",
-                "features": {
-                    "sl_no": 14,
-                    "gender": "F",
-                    "ssc_p": 77.0,
-                    "ssc_b": "Central",
-                    "hsc_p": 87.0,
-                    "hsc_b": "Central",
-                    "hsc_s": "Commerce",
-                    "degree_p": 59.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 68.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 68.63,
-                    "status": "Placed",
-                    "salary": 218000.0
-                }
-            },
-            {
-                "scenario_id": "041",
-                "features": {
-                    "sl_no": 72,
-                    "gender": "M",
-                    "ssc_p": 75.0,
-                    "ssc_b": "Others",
-                    "hsc_p": 70.29,
-                    "hsc_b": "Others",
-                    "hsc_s": "Commerce",
-                    "degree_p": 71.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 95.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 66.94,
-                    "status": "Placed",
-                    "salary": 240000.0
-                }
-            },
-            {
-                "scenario_id": "042",
-                "features": {
-                    "sl_no": 107,
-                    "gender": "M",
-                    "ssc_p": 61.08,
-                    "ssc_b": "Others",
-                    "hsc_p": 50.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Science",
-                    "degree_p": 54.0,
-                    "degree_t": "Sci&Tech",
-                    "workex": "No",
-                    "etest_p": 71.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 65.69,
-                    "status": "Not Placed",
-                    "salary": null
-                }
-            },
-            {
-                "scenario_id": "043",
-                "features": {
-                    "sl_no": 80,
-                    "gender": "F",
-                    "ssc_p": 69.0,
-                    "ssc_b": "Central",
-                    "hsc_p": 62.0,
-                    "hsc_b": "Central",
-                    "hsc_s": "Science",
-                    "degree_p": 66.0,
-                    "degree_t": "Sci&Tech",
-                    "workex": "No",
-                    "etest_p": 75.0,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 67.99,
-                    "status": "Not Placed",
-                    "salary": null
-                }
-            }
-        ],
-        "target_column": "salary",
-        "task_sub_type": "regression",
-        "ranking_ground_truth": {
-            "top_k_ids": [
-                "001",
-                "023",
-                "003",
-                "015",
-                "019",
-                "005",
-                "008",
-                "021",
-                "024",
-                "035",
-                "033",
-                "013",
-                "037",
-                "025",
-                "032"
-            ]
-        },
-        "sort_direction": "high"
-    },
-    "response": "",
-    "evaluation_score": {}
-}
\ No newline at end of file
+    "sort_direction": "high",
+    "active_filters": [
+      {
+        "col": "status",
+        "op": "==",
+        "val": "Placed"
+      }
+    ]
+  },
+  "response": "",
+  "evaluation_score": {}
+}
diff --git a/ranking_and_filtering/finance/regression/Campus_Recruitment_B4/Campus_Recruitment_B4_002/Campus_Recruitment_B4_002_current.json b/ranking_and_filtering/finance/regression/Campus_Recruitment_B4/Campus_Recruitment_B4_002/Campus_Recruitment_B4_002_current.json
index d34f82219a001594c3aa87ffebc3349e1ad0c765..62382b8eab8f8607834a7627618074cfd7e0e2fd 100644
--- a/ranking_and_filtering/finance/regression/Campus_Recruitment_B4/Campus_Recruitment_B4_002/Campus_Recruitment_B4_002_current.json
+++ b/ranking_and_filtering/finance/regression/Campus_Recruitment_B4/Campus_Recruitment_B4_002/Campus_Recruitment_B4_002_current.json
@@ -1,895 +1,902 @@
 {
-    "id": "002",
-    "task_type": "B4",
-    "subtask_type": "topk",
-    "perspective": "data_holder",
-    "dataset_name": "Campus Recruitment",
-    "table_path": "output/finance/regression/Campus Recruitment_B4/Campus Recruitment_B4_002/test.csv",
-    "query": "We're launching a new development program aimed at candidates with high potential but lower initial salary expectations. Reviewing the candidate profiles against our past recruitment archives, flag the 8 individuals forecasted to have the most modest salary requirements.",
-    "meta_info": {
-        "domain": "finance"
+  "id": "002",
+  "task_type": "B4",
+  "subtask_type": "topk",
+  "perspective": "data_holder",
+  "dataset_name": "Campus Recruitment",
+  "table_path": "output/finance/regression/Campus Recruitment_B4/Campus Recruitment_B4_002/test.csv",
+  "query": "We're launching a new development program aimed at candidates with high potential but more modest starting salary packages. Reviewing the profiles of candidates recorded as placed against our past recruitment archives, flag the 8 individuals forecasted to have the most modest starting salary packages.",
+  "meta_info": {
+    "domain": "finance"
+  },
+  "final_decision": {},
+  "what_if": {},
+  "ground_truth": {
+    "extracted_features": [
+      {
+        "scenario_id": "001",
+        "features": {
+          "sl_no": 201,
+          "gender": "M",
+          "ssc_p": 69.0,
+          "ssc_b": "Others",
+          "hsc_p": 60.0,
+          "hsc_b": "Others",
+          "hsc_s": "Commerce",
+          "degree_p": 65.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 87.55,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 52.81,
+          "status": "Placed",
+          "salary": 300000.0
+        }
+      },
+      {
+        "scenario_id": "002",
+        "features": {
+          "sl_no": 45,
+          "gender": "F",
+          "ssc_p": 77.0,
+          "ssc_b": "Others",
+          "hsc_p": 73.0,
+          "hsc_b": "Others",
+          "hsc_s": "Commerce",
+          "degree_p": 81.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "Yes",
+          "etest_p": 89.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 69.7,
+          "status": "Placed",
+          "salary": 200000.0
+        }
+      },
+      {
+        "scenario_id": "003",
+        "features": {
+          "sl_no": 79,
+          "gender": "M",
+          "ssc_p": 84.0,
+          "ssc_b": "Others",
+          "hsc_p": 90.9,
+          "hsc_b": "Others",
+          "hsc_s": "Science",
+          "degree_p": 64.5,
+          "degree_t": "Sci&Tech",
+          "workex": "No",
+          "etest_p": 86.04,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 59.42,
+          "status": "Placed",
+          "salary": 270000.0
+        }
+      },
+      {
+        "scenario_id": "004",
+        "features": {
+          "sl_no": 29,
+          "gender": "M",
+          "ssc_p": 76.76,
+          "ssc_b": "Others",
+          "hsc_p": 76.5,
+          "hsc_b": "Others",
+          "hsc_s": "Commerce",
+          "degree_p": 67.5,
+          "degree_t": "Comm&Mgmt",
+          "workex": "Yes",
+          "etest_p": 73.35,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 64.15,
+          "status": "Placed",
+          "salary": 350000.0
+        }
+      },
+      {
+        "scenario_id": "005",
+        "features": {
+          "sl_no": 77,
+          "gender": "F",
+          "ssc_p": 66.5,
+          "ssc_b": "Others",
+          "hsc_p": 70.4,
+          "hsc_b": "Central",
+          "hsc_s": "Arts",
+          "degree_p": 71.93,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 61.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 64.27,
+          "status": "Placed",
+          "salary": 230000.0
+        }
+      },
+      {
+        "scenario_id": "006",
+        "features": {
+          "sl_no": 100,
+          "gender": "M",
+          "ssc_p": 54.0,
+          "ssc_b": "Central",
+          "hsc_p": 82.0,
+          "hsc_b": "Others",
+          "hsc_s": "Commerce",
+          "degree_p": 63.0,
+          "degree_t": "Sci&Tech",
+          "workex": "No",
+          "etest_p": 50.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 59.47,
+          "status": "Not Placed",
+          "salary": null
+        }
+      },
+      {
+        "scenario_id": "007",
+        "features": {
+          "sl_no": 162,
+          "gender": "M",
+          "ssc_p": 55.6,
+          "ssc_b": "Others",
+          "hsc_p": 51.0,
+          "hsc_b": "Others",
+          "hsc_s": "Commerce",
+          "degree_p": 57.5,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 57.63,
+          "specialisation": "Mkt&HR",
+          "mba_p": 62.72,
+          "status": "Not Placed",
+          "salary": null
+        }
+      },
+      {
+        "scenario_id": "008",
+        "features": {
+          "sl_no": 16,
+          "gender": "F",
+          "ssc_p": 65.0,
+          "ssc_b": "Central",
+          "hsc_p": 75.0,
+          "hsc_b": "Central",
+          "hsc_s": "Commerce",
+          "degree_p": 69.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "Yes",
+          "etest_p": 72.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 64.66,
+          "status": "Placed",
+          "salary": 200000.0
+        }
+      },
+      {
+        "scenario_id": "009",
+        "features": {
+          "sl_no": 165,
+          "gender": "F",
+          "ssc_p": 67.16,
+          "ssc_b": "Central",
+          "hsc_p": 72.5,
+          "hsc_b": "Central",
+          "hsc_s": "Commerce",
+          "degree_p": 63.35,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 53.04,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 65.52,
+          "status": "Placed",
+          "salary": 250000.0
+        }
+      },
+      {
+        "scenario_id": "010",
+        "features": {
+          "sl_no": 15,
+          "gender": "M",
+          "ssc_p": 62.0,
+          "ssc_b": "Central",
+          "hsc_p": 47.0,
+          "hsc_b": "Central",
+          "hsc_s": "Commerce",
+          "degree_p": 50.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 76.0,
+          "specialisation": "Mkt&HR",
+          "mba_p": 54.96,
+          "status": "Not Placed",
+          "salary": null
+        }
+      },
+      {
+        "scenario_id": "011",
+        "features": {
+          "sl_no": 51,
+          "gender": "F",
+          "ssc_p": 75.2,
+          "ssc_b": "Central",
+          "hsc_p": 73.2,
+          "hsc_b": "Central",
+          "hsc_s": "Science",
+          "degree_p": 68.4,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 65.0,
+          "specialisation": "Mkt&HR",
+          "mba_p": 62.98,
+          "status": "Placed",
+          "salary": 200000.0
+        }
+      },
+      {
+        "scenario_id": "012",
+        "features": {
+          "sl_no": 50,
+          "gender": "F",
+          "ssc_p": 50.0,
+          "ssc_b": "Others",
+          "hsc_p": 37.0,
+          "hsc_b": "Others",
+          "hsc_s": "Arts",
+          "degree_p": 52.0,
+          "degree_t": "Others",
+          "workex": "No",
+          "etest_p": 65.0,
+          "specialisation": "Mkt&HR",
+          "mba_p": 56.11,
+          "status": "Not Placed",
+          "salary": null
+        }
+      },
+      {
+        "scenario_id": "013",
+        "features": {
+          "sl_no": 178,
+          "gender": "F",
+          "ssc_p": 73.0,
+          "ssc_b": "Central",
+          "hsc_p": 97.0,
+          "hsc_b": "Others",
+          "hsc_s": "Commerce",
+          "degree_p": 79.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "Yes",
+          "etest_p": 89.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 70.81,
+          "status": "Placed",
+          "salary": 650000.0
+        }
+      },
+      {
+        "scenario_id": "014",
+        "features": {
+          "sl_no": 59,
+          "gender": "M",
+          "ssc_p": 74.0,
+          "ssc_b": "Central",
+          "hsc_p": 62.0,
+          "hsc_b": "Others",
+          "hsc_s": "Science",
+          "degree_p": 68.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 74.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 57.99,
+          "status": "Placed",
+          "salary": 268000.0
+        }
+      },
+      {
+        "scenario_id": "015",
+        "features": {
+          "sl_no": 83,
+          "gender": "M",
+          "ssc_p": 63.0,
+          "ssc_b": "Central",
+          "hsc_p": 67.0,
+          "hsc_b": "Central",
+          "hsc_s": "Commerce",
+          "degree_p": 74.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 82.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 60.44,
+          "status": "Not Placed",
+          "salary": null
+        }
+      },
+      {
+        "scenario_id": "016",
+        "features": {
+          "sl_no": 69,
+          "gender": "F",
+          "ssc_p": 69.7,
+          "ssc_b": "Central",
+          "hsc_p": 47.0,
+          "hsc_b": "Central",
+          "hsc_s": "Commerce",
+          "degree_p": 72.7,
+          "degree_t": "Sci&Tech",
+          "workex": "No",
+          "etest_p": 79.0,
+          "specialisation": "Mkt&HR",
+          "mba_p": 59.24,
+          "status": "Not Placed",
+          "salary": null
+        }
+      },
+      {
+        "scenario_id": "017",
+        "features": {
+          "sl_no": 63,
+          "gender": "F",
+          "ssc_p": 86.5,
+          "ssc_b": "Others",
+          "hsc_p": 64.2,
+          "hsc_b": "Others",
+          "hsc_s": "Science",
+          "degree_p": 67.4,
+          "degree_t": "Sci&Tech",
+          "workex": "No",
+          "etest_p": 59.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 59.69,
+          "status": "Placed",
+          "salary": 240000.0
+        }
+      },
+      {
+        "scenario_id": "018",
+        "features": {
+          "sl_no": 55,
+          "gender": "F",
+          "ssc_p": 74.0,
+          "ssc_b": "Central",
+          "hsc_p": 60.0,
+          "hsc_b": "Others",
+          "hsc_s": "Science",
+          "degree_p": 69.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 78.0,
+          "specialisation": "Mkt&HR",
+          "mba_p": 65.56,
+          "status": "Placed",
+          "salary": 216000.0
+        }
+      },
+      {
+        "scenario_id": "019",
+        "features": {
+          "sl_no": 204,
+          "gender": "M",
+          "ssc_p": 55.68,
+          "ssc_b": "Others",
+          "hsc_p": 61.33,
+          "hsc_b": "Others",
+          "hsc_s": "Commerce",
+          "degree_p": 56.87,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 66.0,
+          "specialisation": "Mkt&HR",
+          "mba_p": 58.3,
+          "status": "Placed",
+          "salary": 260000.0
+        }
+      },
+      {
+        "scenario_id": "020",
+        "features": {
+          "sl_no": 107,
+          "gender": "M",
+          "ssc_p": 61.08,
+          "ssc_b": "Others",
+          "hsc_p": 50.0,
+          "hsc_b": "Others",
+          "hsc_s": "Science",
+          "degree_p": 54.0,
+          "degree_t": "Sci&Tech",
+          "workex": "No",
+          "etest_p": 71.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 65.69,
+          "status": "Not Placed",
+          "salary": null
+        }
+      },
+      {
+        "scenario_id": "021",
+        "features": {
+          "sl_no": 66,
+          "gender": "M",
+          "ssc_p": 54.0,
+          "ssc_b": "Others",
+          "hsc_p": 47.0,
+          "hsc_b": "Others",
+          "hsc_s": "Science",
+          "degree_p": 57.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 89.69,
+          "specialisation": "Mkt&HR",
+          "mba_p": 57.1,
+          "status": "Not Placed",
+          "salary": null
+        }
+      },
+      {
+        "scenario_id": "022",
+        "features": {
+          "sl_no": 176,
+          "gender": "M",
+          "ssc_p": 63.0,
+          "ssc_b": "Others",
+          "hsc_p": 62.0,
+          "hsc_b": "Others",
+          "hsc_s": "Science",
+          "degree_p": 65.0,
+          "degree_t": "Sci&Tech",
+          "workex": "No",
+          "etest_p": 87.5,
+          "specialisation": "Mkt&HR",
+          "mba_p": 60.69,
+          "status": "Not Placed",
+          "salary": null
+        }
+      },
+      {
+        "scenario_id": "023",
+        "features": {
+          "sl_no": 73,
+          "gender": "M",
+          "ssc_p": 84.86,
+          "ssc_b": "Others",
+          "hsc_p": 67.0,
+          "hsc_b": "Others",
+          "hsc_s": "Science",
+          "degree_p": 78.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 95.5,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 68.53,
+          "status": "Placed",
+          "salary": 240000.0
+        }
+      },
+      {
+        "scenario_id": "024",
+        "features": {
+          "sl_no": 62,
+          "gender": "M",
+          "ssc_p": 84.2,
+          "ssc_b": "Central",
+          "hsc_p": 73.4,
+          "hsc_b": "Central",
+          "hsc_s": "Commerce",
+          "degree_p": 66.89,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 61.6,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 62.48,
+          "status": "Placed",
+          "salary": 300000.0
+        }
+      },
+      {
+        "scenario_id": "025",
+        "features": {
+          "sl_no": 153,
+          "gender": "F",
+          "ssc_p": 75.4,
+          "ssc_b": "Others",
+          "hsc_p": 60.5,
+          "hsc_b": "Central",
+          "hsc_s": "Science",
+          "degree_p": 84.0,
+          "degree_t": "Sci&Tech",
+          "workex": "No",
+          "etest_p": 98.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 65.25,
+          "status": "Placed",
+          "salary": 240000.0
+        }
+      },
+      {
+        "scenario_id": "026",
+        "features": {
+          "sl_no": 157,
+          "gender": "M",
+          "ssc_p": 84.2,
+          "ssc_b": "Central",
+          "hsc_p": 69.4,
+          "hsc_b": "Central",
+          "hsc_s": "Science",
+          "degree_p": 65.0,
+          "degree_t": "Sci&Tech",
+          "workex": "Yes",
+          "etest_p": 80.0,
+          "specialisation": "Mkt&HR",
+          "mba_p": 52.72,
+          "status": "Placed",
+          "salary": 255000.0
+        }
+      },
+      {
+        "scenario_id": "027",
+        "features": {
+          "sl_no": 40,
+          "gender": "M",
+          "ssc_p": 81.0,
+          "ssc_b": "Others",
+          "hsc_p": 68.0,
+          "hsc_b": "Others",
+          "hsc_s": "Science",
+          "degree_p": 64.0,
+          "degree_t": "Sci&Tech",
+          "workex": "No",
+          "etest_p": 93.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 62.56,
+          "status": "Placed",
+          "salary": 411000.0
+        }
+      },
+      {
+        "scenario_id": "028",
+        "features": {
+          "sl_no": 175,
+          "gender": "M",
+          "ssc_p": 73.24,
+          "ssc_b": "Others",
+          "hsc_p": 50.83,
+          "hsc_b": "Others",
+          "hsc_s": "Science",
+          "degree_p": 64.27,
+          "degree_t": "Sci&Tech",
+          "workex": "Yes",
+          "etest_p": 64.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 66.23,
+          "status": "Placed",
+          "salary": 500000.0
+        }
+      },
+      {
+        "scenario_id": "029",
+        "features": {
+          "sl_no": 127,
+          "gender": "F",
+          "ssc_p": 79.0,
+          "ssc_b": "Others",
+          "hsc_p": 61.0,
+          "hsc_b": "Others",
+          "hsc_s": "Science",
+          "degree_p": 75.5,
+          "degree_t": "Sci&Tech",
+          "workex": "Yes",
+          "etest_p": 70.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 68.2,
+          "status": "Placed",
+          "salary": 210000.0
+        }
+      },
+      {
+        "scenario_id": "030",
+        "features": {
+          "sl_no": 1,
+          "gender": "M",
+          "ssc_p": 67.0,
+          "ssc_b": "Others",
+          "hsc_p": 91.0,
+          "hsc_b": "Others",
+          "hsc_s": "Commerce",
+          "degree_p": 58.0,
+          "degree_t": "Sci&Tech",
+          "workex": "No",
+          "etest_p": 55.0,
+          "specialisation": "Mkt&HR",
+          "mba_p": 58.8,
+          "status": "Placed",
+          "salary": 270000.0
+        }
+      },
+      {
+        "scenario_id": "031",
+        "features": {
+          "sl_no": 186,
+          "gender": "F",
+          "ssc_p": 88.0,
+          "ssc_b": "Central",
+          "hsc_p": 72.0,
+          "hsc_b": "Central",
+          "hsc_s": "Science",
+          "degree_p": 78.0,
+          "degree_t": "Others",
+          "workex": "No",
+          "etest_p": 82.0,
+          "specialisation": "Mkt&HR",
+          "mba_p": 71.43,
+          "status": "Placed",
+          "salary": 252000.0
+        }
+      },
+      {
+        "scenario_id": "032",
+        "features": {
+          "sl_no": 154,
+          "gender": "M",
+          "ssc_p": 49.0,
+          "ssc_b": "Others",
+          "hsc_p": 59.0,
+          "hsc_b": "Others",
+          "hsc_s": "Science",
+          "degree_p": 65.0,
+          "degree_t": "Sci&Tech",
+          "workex": "Yes",
+          "etest_p": 86.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 62.48,
+          "status": "Placed",
+          "salary": 340000.0
+        }
+      },
+      {
+        "scenario_id": "033",
+        "features": {
+          "sl_no": 177,
+          "gender": "F",
+          "ssc_p": 59.0,
+          "ssc_b": "Central",
+          "hsc_p": 60.0,
+          "hsc_b": "Others",
+          "hsc_s": "Commerce",
+          "degree_p": 56.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 55.0,
+          "specialisation": "Mkt&HR",
+          "mba_p": 57.9,
+          "status": "Placed",
+          "salary": 220000.0
+        }
+      },
+      {
+        "scenario_id": "034",
+        "features": {
+          "sl_no": 156,
+          "gender": "M",
+          "ssc_p": 51.57,
+          "ssc_b": "Others",
+          "hsc_p": 74.66,
+          "hsc_b": "Others",
+          "hsc_s": "Commerce",
+          "degree_p": 59.9,
+          "degree_t": "Comm&Mgmt",
+          "workex": "Yes",
+          "etest_p": 56.15,
+          "specialisation": "Mkt&HR",
+          "mba_p": 65.99,
+          "status": "Not Placed",
+          "salary": null
+        }
+      },
+      {
+        "scenario_id": "035",
+        "features": {
+          "sl_no": 5,
+          "gender": "M",
+          "ssc_p": 85.8,
+          "ssc_b": "Central",
+          "hsc_p": 73.6,
+          "hsc_b": "Central",
+          "hsc_s": "Commerce",
+          "degree_p": 73.3,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 96.8,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 55.5,
+          "status": "Placed",
+          "salary": 425000.0
+        }
+      },
+      {
+        "scenario_id": "036",
+        "features": {
+          "sl_no": 146,
+          "gender": "M",
+          "ssc_p": 89.4,
+          "ssc_b": "Others",
+          "hsc_p": 65.66,
+          "hsc_b": "Others",
+          "hsc_s": "Science",
+          "degree_p": 71.25,
+          "degree_t": "Sci&Tech",
+          "workex": "No",
+          "etest_p": 72.0,
+          "specialisation": "Mkt&HR",
+          "mba_p": 63.23,
+          "status": "Placed",
+          "salary": 400000.0
+        }
+      },
+      {
+        "scenario_id": "037",
+        "features": {
+          "sl_no": 20,
+          "gender": "M",
+          "ssc_p": 60.0,
+          "ssc_b": "Others",
+          "hsc_p": 67.0,
+          "hsc_b": "Others",
+          "hsc_s": "Arts",
+          "degree_p": 70.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "Yes",
+          "etest_p": 50.48,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 77.89,
+          "status": "Placed",
+          "salary": 236000.0
+        }
+      },
+      {
+        "scenario_id": "038",
+        "features": {
+          "sl_no": 137,
+          "gender": "F",
+          "ssc_p": 47.0,
+          "ssc_b": "Central",
+          "hsc_p": 59.0,
+          "hsc_b": "Central",
+          "hsc_s": "Arts",
+          "degree_p": 64.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 78.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 61.58,
+          "status": "Not Placed",
+          "salary": null
+        }
+      },
+      {
+        "scenario_id": "039",
+        "features": {
+          "sl_no": 25,
+          "gender": "M",
+          "ssc_p": 76.5,
+          "ssc_b": "Others",
+          "hsc_p": 97.7,
+          "hsc_b": "Others",
+          "hsc_s": "Science",
+          "degree_p": 78.86,
+          "degree_t": "Sci&Tech",
+          "workex": "No",
+          "etest_p": 97.4,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 74.01,
+          "status": "Placed",
+          "salary": 360000.0
+        }
+      },
+      {
+        "scenario_id": "040",
+        "features": {
+          "sl_no": 26,
+          "gender": "F",
+          "ssc_p": 52.58,
+          "ssc_b": "Others",
+          "hsc_p": 54.6,
+          "hsc_b": "Central",
+          "hsc_s": "Commerce",
+          "degree_p": 50.2,
+          "degree_t": "Comm&Mgmt",
+          "workex": "Yes",
+          "etest_p": 76.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 65.33,
+          "status": "Not Placed",
+          "salary": null
+        }
+      },
+      {
+        "scenario_id": "041",
+        "features": {
+          "sl_no": 215,
+          "gender": "M",
+          "ssc_p": 62.0,
+          "ssc_b": "Central",
+          "hsc_p": 58.0,
+          "hsc_b": "Others",
+          "hsc_s": "Science",
+          "degree_p": 53.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 89.0,
+          "specialisation": "Mkt&HR",
+          "mba_p": 60.22,
+          "status": "Not Placed",
+          "salary": null
+        }
+      },
+      {
+        "scenario_id": "042",
+        "features": {
+          "sl_no": 179,
+          "gender": "M",
+          "ssc_p": 68.0,
+          "ssc_b": "Others",
+          "hsc_p": 56.0,
+          "hsc_b": "Others",
+          "hsc_s": "Science",
+          "degree_p": 68.0,
+          "degree_t": "Sci&Tech",
+          "workex": "No",
+          "etest_p": 73.0,
+          "specialisation": "Mkt&HR",
+          "mba_p": 68.07,
+          "status": "Placed",
+          "salary": 350000.0
+        }
+      },
+      {
+        "scenario_id": "043",
+        "features": {
+          "sl_no": 46,
+          "gender": "F",
+          "ssc_p": 76.0,
+          "ssc_b": "Central",
+          "hsc_p": 64.0,
+          "hsc_b": "Central",
+          "hsc_s": "Science",
+          "degree_p": 72.0,
+          "degree_t": "Sci&Tech",
+          "workex": "No",
+          "etest_p": 58.0,
+          "specialisation": "Mkt&HR",
+          "mba_p": 66.53,
+          "status": "Not Placed",
+          "salary": null
+        }
+      }
+    ],
+    "target_column": "salary",
+    "task_sub_type": "regression",
+    "ranking_ground_truth": {
+      "top_k_ids": [
+        "002",
+        "008",
+        "011",
+        "029",
+        "018",
+        "033",
+        "005",
+        "037"
+      ]
     },
-    "final_decision": {},
-    "what_if": {},
-    "ground_truth": {
-        "extracted_features": [
-            {
-                "scenario_id": "001",
-                "features": {
-                    "sl_no": 201,
-                    "gender": "M",
-                    "ssc_p": 69.0,
-                    "ssc_b": "Others",
-                    "hsc_p": 60.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Commerce",
-                    "degree_p": 65.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 87.55,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 52.81,
-                    "status": "Placed",
-                    "salary": 300000.0
-                }
-            },
-            {
-                "scenario_id": "002",
-                "features": {
-                    "sl_no": 45,
-                    "gender": "F",
-                    "ssc_p": 77.0,
-                    "ssc_b": "Others",
-                    "hsc_p": 73.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Commerce",
-                    "degree_p": 81.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "Yes",
-                    "etest_p": 89.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 69.7,
-                    "status": "Placed",
-                    "salary": 200000.0
-                }
-            },
-            {
-                "scenario_id": "003",
-                "features": {
-                    "sl_no": 79,
-                    "gender": "M",
-                    "ssc_p": 84.0,
-                    "ssc_b": "Others",
-                    "hsc_p": 90.9,
-                    "hsc_b": "Others",
-                    "hsc_s": "Science",
-                    "degree_p": 64.5,
-                    "degree_t": "Sci&Tech",
-                    "workex": "No",
-                    "etest_p": 86.04,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 59.42,
-                    "status": "Placed",
-                    "salary": 270000.0
-                }
-            },
-            {
-                "scenario_id": "004",
-                "features": {
-                    "sl_no": 29,
-                    "gender": "M",
-                    "ssc_p": 76.76,
-                    "ssc_b": "Others",
-                    "hsc_p": 76.5,
-                    "hsc_b": "Others",
-                    "hsc_s": "Commerce",
-                    "degree_p": 67.5,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "Yes",
-                    "etest_p": 73.35,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 64.15,
-                    "status": "Placed",
-                    "salary": 350000.0
-                }
-            },
-            {
-                "scenario_id": "005",
-                "features": {
-                    "sl_no": 77,
-                    "gender": "F",
-                    "ssc_p": 66.5,
-                    "ssc_b": "Others",
-                    "hsc_p": 70.4,
-                    "hsc_b": "Central",
-                    "hsc_s": "Arts",
-                    "degree_p": 71.93,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 61.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 64.27,
-                    "status": "Placed",
-                    "salary": 230000.0
-                }
-            },
-            {
-                "scenario_id": "006",
-                "features": {
-                    "sl_no": 100,
-                    "gender": "M",
-                    "ssc_p": 54.0,
-                    "ssc_b": "Central",
-                    "hsc_p": 82.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Commerce",
-                    "degree_p": 63.0,
-                    "degree_t": "Sci&Tech",
-                    "workex": "No",
-                    "etest_p": 50.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 59.47,
-                    "status": "Not Placed",
-                    "salary": null
-                }
-            },
-            {
-                "scenario_id": "007",
-                "features": {
-                    "sl_no": 162,
-                    "gender": "M",
-                    "ssc_p": 55.6,
-                    "ssc_b": "Others",
-                    "hsc_p": 51.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Commerce",
-                    "degree_p": 57.5,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 57.63,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 62.72,
-                    "status": "Not Placed",
-                    "salary": null
-                }
-            },
-            {
-                "scenario_id": "008",
-                "features": {
-                    "sl_no": 16,
-                    "gender": "F",
-                    "ssc_p": 65.0,
-                    "ssc_b": "Central",
-                    "hsc_p": 75.0,
-                    "hsc_b": "Central",
-                    "hsc_s": "Commerce",
-                    "degree_p": 69.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "Yes",
-                    "etest_p": 72.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 64.66,
-                    "status": "Placed",
-                    "salary": 200000.0
-                }
-            },
-            {
-                "scenario_id": "009",
-                "features": {
-                    "sl_no": 165,
-                    "gender": "F",
-                    "ssc_p": 67.16,
-                    "ssc_b": "Central",
-                    "hsc_p": 72.5,
-                    "hsc_b": "Central",
-                    "hsc_s": "Commerce",
-                    "degree_p": 63.35,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 53.04,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 65.52,
-                    "status": "Placed",
-                    "salary": 250000.0
-                }
-            },
-            {
-                "scenario_id": "010",
-                "features": {
-                    "sl_no": 15,
-                    "gender": "M",
-                    "ssc_p": 62.0,
-                    "ssc_b": "Central",
-                    "hsc_p": 47.0,
-                    "hsc_b": "Central",
-                    "hsc_s": "Commerce",
-                    "degree_p": 50.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 76.0,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 54.96,
-                    "status": "Not Placed",
-                    "salary": null
-                }
-            },
-            {
-                "scenario_id": "011",
-                "features": {
-                    "sl_no": 51,
-                    "gender": "F",
-                    "ssc_p": 75.2,
-                    "ssc_b": "Central",
-                    "hsc_p": 73.2,
-                    "hsc_b": "Central",
-                    "hsc_s": "Science",
-                    "degree_p": 68.4,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 65.0,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 62.98,
-                    "status": "Placed",
-                    "salary": 200000.0
-                }
-            },
-            {
-                "scenario_id": "012",
-                "features": {
-                    "sl_no": 50,
-                    "gender": "F",
-                    "ssc_p": 50.0,
-                    "ssc_b": "Others",
-                    "hsc_p": 37.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Arts",
-                    "degree_p": 52.0,
-                    "degree_t": "Others",
-                    "workex": "No",
-                    "etest_p": 65.0,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 56.11,
-                    "status": "Not Placed",
-                    "salary": null
-                }
-            },
-            {
-                "scenario_id": "013",
-                "features": {
-                    "sl_no": 178,
-                    "gender": "F",
-                    "ssc_p": 73.0,
-                    "ssc_b": "Central",
-                    "hsc_p": 97.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Commerce",
-                    "degree_p": 79.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "Yes",
-                    "etest_p": 89.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 70.81,
-                    "status": "Placed",
-                    "salary": 650000.0
-                }
-            },
-            {
-                "scenario_id": "014",
-                "features": {
-                    "sl_no": 59,
-                    "gender": "M",
-                    "ssc_p": 74.0,
-                    "ssc_b": "Central",
-                    "hsc_p": 62.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Science",
-                    "degree_p": 68.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 74.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 57.99,
-                    "status": "Placed",
-                    "salary": 268000.0
-                }
-            },
-            {
-                "scenario_id": "015",
-                "features": {
-                    "sl_no": 83,
-                    "gender": "M",
-                    "ssc_p": 63.0,
-                    "ssc_b": "Central",
-                    "hsc_p": 67.0,
-                    "hsc_b": "Central",
-                    "hsc_s": "Commerce",
-                    "degree_p": 74.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 82.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 60.44,
-                    "status": "Not Placed",
-                    "salary": null
-                }
-            },
-            {
-                "scenario_id": "016",
-                "features": {
-                    "sl_no": 69,
-                    "gender": "F",
-                    "ssc_p": 69.7,
-                    "ssc_b": "Central",
-                    "hsc_p": 47.0,
-                    "hsc_b": "Central",
-                    "hsc_s": "Commerce",
-                    "degree_p": 72.7,
-                    "degree_t": "Sci&Tech",
-                    "workex": "No",
-                    "etest_p": 79.0,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 59.24,
-                    "status": "Not Placed",
-                    "salary": null
-                }
-            },
-            {
-                "scenario_id": "017",
-                "features": {
-                    "sl_no": 63,
-                    "gender": "F",
-                    "ssc_p": 86.5,
-                    "ssc_b": "Others",
-                    "hsc_p": 64.2,
-                    "hsc_b": "Others",
-                    "hsc_s": "Science",
-                    "degree_p": 67.4,
-                    "degree_t": "Sci&Tech",
-                    "workex": "No",
-                    "etest_p": 59.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 59.69,
-                    "status": "Placed",
-                    "salary": 240000.0
-                }
-            },
-            {
-                "scenario_id": "018",
-                "features": {
-                    "sl_no": 55,
-                    "gender": "F",
-                    "ssc_p": 74.0,
-                    "ssc_b": "Central",
-                    "hsc_p": 60.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Science",
-                    "degree_p": 69.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 78.0,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 65.56,
-                    "status": "Placed",
-                    "salary": 216000.0
-                }
-            },
-            {
-                "scenario_id": "019",
-                "features": {
-                    "sl_no": 204,
-                    "gender": "M",
-                    "ssc_p": 55.68,
-                    "ssc_b": "Others",
-                    "hsc_p": 61.33,
-                    "hsc_b": "Others",
-                    "hsc_s": "Commerce",
-                    "degree_p": 56.87,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 66.0,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 58.3,
-                    "status": "Placed",
-                    "salary": 260000.0
-                }
-            },
-            {
-                "scenario_id": "020",
-                "features": {
-                    "sl_no": 107,
-                    "gender": "M",
-                    "ssc_p": 61.08,
-                    "ssc_b": "Others",
-                    "hsc_p": 50.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Science",
-                    "degree_p": 54.0,
-                    "degree_t": "Sci&Tech",
-                    "workex": "No",
-                    "etest_p": 71.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 65.69,
-                    "status": "Not Placed",
-                    "salary": null
-                }
-            },
-            {
-                "scenario_id": "021",
-                "features": {
-                    "sl_no": 66,
-                    "gender": "M",
-                    "ssc_p": 54.0,
-                    "ssc_b": "Others",
-                    "hsc_p": 47.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Science",
-                    "degree_p": 57.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 89.69,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 57.1,
-                    "status": "Not Placed",
-                    "salary": null
-                }
-            },
-            {
-                "scenario_id": "022",
-                "features": {
-                    "sl_no": 176,
-                    "gender": "M",
-                    "ssc_p": 63.0,
-                    "ssc_b": "Others",
-                    "hsc_p": 62.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Science",
-                    "degree_p": 65.0,
-                    "degree_t": "Sci&Tech",
-                    "workex": "No",
-                    "etest_p": 87.5,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 60.69,
-                    "status": "Not Placed",
-                    "salary": null
-                }
-            },
-            {
-                "scenario_id": "023",
-                "features": {
-                    "sl_no": 73,
-                    "gender": "M",
-                    "ssc_p": 84.86,
-                    "ssc_b": "Others",
-                    "hsc_p": 67.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Science",
-                    "degree_p": 78.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 95.5,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 68.53,
-                    "status": "Placed",
-                    "salary": 240000.0
-                }
-            },
-            {
-                "scenario_id": "024",
-                "features": {
-                    "sl_no": 62,
-                    "gender": "M",
-                    "ssc_p": 84.2,
-                    "ssc_b": "Central",
-                    "hsc_p": 73.4,
-                    "hsc_b": "Central",
-                    "hsc_s": "Commerce",
-                    "degree_p": 66.89,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 61.6,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 62.48,
-                    "status": "Placed",
-                    "salary": 300000.0
-                }
-            },
-            {
-                "scenario_id": "025",
-                "features": {
-                    "sl_no": 153,
-                    "gender": "F",
-                    "ssc_p": 75.4,
-                    "ssc_b": "Others",
-                    "hsc_p": 60.5,
-                    "hsc_b": "Central",
-                    "hsc_s": "Science",
-                    "degree_p": 84.0,
-                    "degree_t": "Sci&Tech",
-                    "workex": "No",
-                    "etest_p": 98.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 65.25,
-                    "status": "Placed",
-                    "salary": 240000.0
-                }
-            },
-            {
-                "scenario_id": "026",
-                "features": {
-                    "sl_no": 157,
-                    "gender": "M",
-                    "ssc_p": 84.2,
-                    "ssc_b": "Central",
-                    "hsc_p": 69.4,
-                    "hsc_b": "Central",
-                    "hsc_s": "Science",
-                    "degree_p": 65.0,
-                    "degree_t": "Sci&Tech",
-                    "workex": "Yes",
-                    "etest_p": 80.0,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 52.72,
-                    "status": "Placed",
-                    "salary": 255000.0
-                }
-            },
-            {
-                "scenario_id": "027",
-                "features": {
-                    "sl_no": 40,
-                    "gender": "M",
-                    "ssc_p": 81.0,
-                    "ssc_b": "Others",
-                    "hsc_p": 68.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Science",
-                    "degree_p": 64.0,
-                    "degree_t": "Sci&Tech",
-                    "workex": "No",
-                    "etest_p": 93.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 62.56,
-                    "status": "Placed",
-                    "salary": 411000.0
-                }
-            },
-            {
-                "scenario_id": "028",
-                "features": {
-                    "sl_no": 175,
-                    "gender": "M",
-                    "ssc_p": 73.24,
-                    "ssc_b": "Others",
-                    "hsc_p": 50.83,
-                    "hsc_b": "Others",
-                    "hsc_s": "Science",
-                    "degree_p": 64.27,
-                    "degree_t": "Sci&Tech",
-                    "workex": "Yes",
-                    "etest_p": 64.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 66.23,
-                    "status": "Placed",
-                    "salary": 500000.0
-                }
-            },
-            {
-                "scenario_id": "029",
-                "features": {
-                    "sl_no": 127,
-                    "gender": "F",
-                    "ssc_p": 79.0,
-                    "ssc_b": "Others",
-                    "hsc_p": 61.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Science",
-                    "degree_p": 75.5,
-                    "degree_t": "Sci&Tech",
-                    "workex": "Yes",
-                    "etest_p": 70.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 68.2,
-                    "status": "Placed",
-                    "salary": 210000.0
-                }
-            },
-            {
-                "scenario_id": "030",
-                "features": {
-                    "sl_no": 1,
-                    "gender": "M",
-                    "ssc_p": 67.0,
-                    "ssc_b": "Others",
-                    "hsc_p": 91.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Commerce",
-                    "degree_p": 58.0,
-                    "degree_t": "Sci&Tech",
-                    "workex": "No",
-                    "etest_p": 55.0,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 58.8,
-                    "status": "Placed",
-                    "salary": 270000.0
-                }
-            },
-            {
-                "scenario_id": "031",
-                "features": {
-                    "sl_no": 186,
-                    "gender": "F",
-                    "ssc_p": 88.0,
-                    "ssc_b": "Central",
-                    "hsc_p": 72.0,
-                    "hsc_b": "Central",
-                    "hsc_s": "Science",
-                    "degree_p": 78.0,
-                    "degree_t": "Others",
-                    "workex": "No",
-                    "etest_p": 82.0,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 71.43,
-                    "status": "Placed",
-                    "salary": 252000.0
-                }
-            },
-            {
-                "scenario_id": "032",
-                "features": {
-                    "sl_no": 154,
-                    "gender": "M",
-                    "ssc_p": 49.0,
-                    "ssc_b": "Others",
-                    "hsc_p": 59.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Science",
-                    "degree_p": 65.0,
-                    "degree_t": "Sci&Tech",
-                    "workex": "Yes",
-                    "etest_p": 86.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 62.48,
-                    "status": "Placed",
-                    "salary": 340000.0
-                }
-            },
-            {
-                "scenario_id": "033",
-                "features": {
-                    "sl_no": 177,
-                    "gender": "F",
-                    "ssc_p": 59.0,
-                    "ssc_b": "Central",
-                    "hsc_p": 60.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Commerce",
-                    "degree_p": 56.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 55.0,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 57.9,
-                    "status": "Placed",
-                    "salary": 220000.0
-                }
-            },
-            {
-                "scenario_id": "034",
-                "features": {
-                    "sl_no": 156,
-                    "gender": "M",
-                    "ssc_p": 51.57,
-                    "ssc_b": "Others",
-                    "hsc_p": 74.66,
-                    "hsc_b": "Others",
-                    "hsc_s": "Commerce",
-                    "degree_p": 59.9,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "Yes",
-                    "etest_p": 56.15,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 65.99,
-                    "status": "Not Placed",
-                    "salary": null
-                }
-            },
-            {
-                "scenario_id": "035",
-                "features": {
-                    "sl_no": 5,
-                    "gender": "M",
-                    "ssc_p": 85.8,
-                    "ssc_b": "Central",
-                    "hsc_p": 73.6,
-                    "hsc_b": "Central",
-                    "hsc_s": "Commerce",
-                    "degree_p": 73.3,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 96.8,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 55.5,
-                    "status": "Placed",
-                    "salary": 425000.0
-                }
-            },
-            {
-                "scenario_id": "036",
-                "features": {
-                    "sl_no": 146,
-                    "gender": "M",
-                    "ssc_p": 89.4,
-                    "ssc_b": "Others",
-                    "hsc_p": 65.66,
-                    "hsc_b": "Others",
-                    "hsc_s": "Science",
-                    "degree_p": 71.25,
-                    "degree_t": "Sci&Tech",
-                    "workex": "No",
-                    "etest_p": 72.0,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 63.23,
-                    "status": "Placed",
-                    "salary": 400000.0
-                }
-            },
-            {
-                "scenario_id": "037",
-                "features": {
-                    "sl_no": 20,
-                    "gender": "M",
-                    "ssc_p": 60.0,
-                    "ssc_b": "Others",
-                    "hsc_p": 67.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Arts",
-                    "degree_p": 70.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "Yes",
-                    "etest_p": 50.48,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 77.89,
-                    "status": "Placed",
-                    "salary": 236000.0
-                }
-            },
-            {
-                "scenario_id": "038",
-                "features": {
-                    "sl_no": 137,
-                    "gender": "F",
-                    "ssc_p": 47.0,
-                    "ssc_b": "Central",
-                    "hsc_p": 59.0,
-                    "hsc_b": "Central",
-                    "hsc_s": "Arts",
-                    "degree_p": 64.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 78.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 61.58,
-                    "status": "Not Placed",
-                    "salary": null
-                }
-            },
-            {
-                "scenario_id": "039",
-                "features": {
-                    "sl_no": 25,
-                    "gender": "M",
-                    "ssc_p": 76.5,
-                    "ssc_b": "Others",
-                    "hsc_p": 97.7,
-                    "hsc_b": "Others",
-                    "hsc_s": "Science",
-                    "degree_p": 78.86,
-                    "degree_t": "Sci&Tech",
-                    "workex": "No",
-                    "etest_p": 97.4,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 74.01,
-                    "status": "Placed",
-                    "salary": 360000.0
-                }
-            },
-            {
-                "scenario_id": "040",
-                "features": {
-                    "sl_no": 26,
-                    "gender": "F",
-                    "ssc_p": 52.58,
-                    "ssc_b": "Others",
-                    "hsc_p": 54.6,
-                    "hsc_b": "Central",
-                    "hsc_s": "Commerce",
-                    "degree_p": 50.2,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "Yes",
-                    "etest_p": 76.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 65.33,
-                    "status": "Not Placed",
-                    "salary": null
-                }
-            },
-            {
-                "scenario_id": "041",
-                "features": {
-                    "sl_no": 215,
-                    "gender": "M",
-                    "ssc_p": 62.0,
-                    "ssc_b": "Central",
-                    "hsc_p": 58.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Science",
-                    "degree_p": 53.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 89.0,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 60.22,
-                    "status": "Not Placed",
-                    "salary": null
-                }
-            },
-            {
-                "scenario_id": "042",
-                "features": {
-                    "sl_no": 179,
-                    "gender": "M",
-                    "ssc_p": 68.0,
-                    "ssc_b": "Others",
-                    "hsc_p": 56.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Science",
-                    "degree_p": 68.0,
-                    "degree_t": "Sci&Tech",
-                    "workex": "No",
-                    "etest_p": 73.0,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 68.07,
-                    "status": "Placed",
-                    "salary": 350000.0
-                }
-            },
-            {
-                "scenario_id": "043",
-                "features": {
-                    "sl_no": 46,
-                    "gender": "F",
-                    "ssc_p": 76.0,
-                    "ssc_b": "Central",
-                    "hsc_p": 64.0,
-                    "hsc_b": "Central",
-                    "hsc_s": "Science",
-                    "degree_p": 72.0,
-                    "degree_t": "Sci&Tech",
-                    "workex": "No",
-                    "etest_p": 58.0,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 66.53,
-                    "status": "Not Placed",
-                    "salary": null
-                }
-            }
-        ],
-        "target_column": "salary",
-        "task_sub_type": "regression",
-        "ranking_ground_truth": {
-            "top_k_ids": [
-                "002",
-                "008",
-                "011",
-                "029",
-                "018",
-                "033",
-                "005",
-                "037"
-            ]
-        },
-        "sort_direction": "low"
-    },
-    "response": "",
-    "evaluation_score": {}
-}
\ No newline at end of file
+    "sort_direction": "low",
+    "active_filters": [
+      {
+        "col": "status",
+        "op": "==",
+        "val": "Placed"
+      }
+    ]
+  },
+  "response": "",
+  "evaluation_score": {}
+}
diff --git a/ranking_and_filtering/finance/regression/Campus_Recruitment_B4/Campus_Recruitment_B4_003/Campus_Recruitment_B4_003_current.json b/ranking_and_filtering/finance/regression/Campus_Recruitment_B4/Campus_Recruitment_B4_003/Campus_Recruitment_B4_003_current.json
index ffafa22e156f8708edf4229b3efe6e3ba785711a..b9e07921b86221cf365e34bb4f4e0fc7cb74e374 100644
--- a/ranking_and_filtering/finance/regression/Campus_Recruitment_B4/Campus_Recruitment_B4_003/Campus_Recruitment_B4_003_current.json
+++ b/ranking_and_filtering/finance/regression/Campus_Recruitment_B4/Campus_Recruitment_B4_003/Campus_Recruitment_B4_003_current.json
@@ -1,892 +1,899 @@
 {
-    "id": "003",
-    "task_type": "B4",
-    "subtask_type": "topk",
-    "perspective": "data_holder",
-    "dataset_name": "Campus Recruitment",
-    "table_path": "output/finance/regression/Campus Recruitment_B4/Campus Recruitment_B4_003/test.csv",
-    "query": "For our upcoming premium leadership track, we want to target only the crème de la crème. I've uploaded our records of previous hires and their compensation. Using that, pinpoint the top 5 candidates from this new batch who are likely to receive the most lucrative offers.",
-    "meta_info": {
-        "domain": "finance"
+  "id": "003",
+  "task_type": "B4",
+  "subtask_type": "topk",
+  "perspective": "data_holder",
+  "dataset_name": "Campus Recruitment",
+  "table_path": "output/finance/regression/Campus Recruitment_B4/Campus Recruitment_B4_003/test.csv",
+  "query": "For our upcoming premium leadership track, we want to target only the crème de la crème. I've uploaded our records of previous hires and their compensation. Using that, pinpoint the top 5 candidates recorded as placed in this new batch who are likely to receive the most lucrative offers.",
+  "meta_info": {
+    "domain": "finance"
+  },
+  "final_decision": {},
+  "what_if": {},
+  "ground_truth": {
+    "extracted_features": [
+      {
+        "scenario_id": "001",
+        "features": {
+          "sl_no": 136,
+          "gender": "F",
+          "ssc_p": 72.0,
+          "ssc_b": "Central",
+          "hsc_p": 56.0,
+          "hsc_b": "Others",
+          "hsc_s": "Science",
+          "degree_p": 69.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 55.6,
+          "specialisation": "Mkt&HR",
+          "mba_p": 65.63,
+          "status": "Placed",
+          "salary": 200000.0
+        }
+      },
+      {
+        "scenario_id": "002",
+        "features": {
+          "sl_no": 169,
+          "gender": "F",
+          "ssc_p": 48.0,
+          "ssc_b": "Central",
+          "hsc_p": 51.0,
+          "hsc_b": "Central",
+          "hsc_s": "Commerce",
+          "degree_p": 58.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "Yes",
+          "etest_p": 60.0,
+          "specialisation": "Mkt&HR",
+          "mba_p": 58.79,
+          "status": "Not Placed",
+          "salary": null
+        }
+      },
+      {
+        "scenario_id": "003",
+        "features": {
+          "sl_no": 209,
+          "gender": "F",
+          "ssc_p": 43.0,
+          "ssc_b": "Central",
+          "hsc_p": 60.0,
+          "hsc_b": "Others",
+          "hsc_s": "Science",
+          "degree_p": 65.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 92.66,
+          "specialisation": "Mkt&HR",
+          "mba_p": 62.92,
+          "status": "Not Placed",
+          "salary": null
+        }
+      },
+      {
+        "scenario_id": "004",
+        "features": {
+          "sl_no": 95,
+          "gender": "M",
+          "ssc_p": 58.0,
+          "ssc_b": "Central",
+          "hsc_p": 62.0,
+          "hsc_b": "Central",
+          "hsc_s": "Commerce",
+          "degree_p": 64.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 53.88,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 54.97,
+          "status": "Placed",
+          "salary": 260000.0
+        }
+      },
+      {
+        "scenario_id": "005",
+        "features": {
+          "sl_no": 100,
+          "gender": "M",
+          "ssc_p": 54.0,
+          "ssc_b": "Central",
+          "hsc_p": 82.0,
+          "hsc_b": "Others",
+          "hsc_s": "Commerce",
+          "degree_p": 63.0,
+          "degree_t": "Sci&Tech",
+          "workex": "No",
+          "etest_p": 50.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 59.47,
+          "status": "Not Placed",
+          "salary": null
+        }
+      },
+      {
+        "scenario_id": "006",
+        "features": {
+          "sl_no": 6,
+          "gender": "M",
+          "ssc_p": 55.0,
+          "ssc_b": "Others",
+          "hsc_p": 49.8,
+          "hsc_b": "Others",
+          "hsc_s": "Science",
+          "degree_p": 67.25,
+          "degree_t": "Sci&Tech",
+          "workex": "Yes",
+          "etest_p": 55.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 51.58,
+          "status": "Not Placed",
+          "salary": null
+        }
+      },
+      {
+        "scenario_id": "007",
+        "features": {
+          "sl_no": 54,
+          "gender": "M",
+          "ssc_p": 80.0,
+          "ssc_b": "Others",
+          "hsc_p": 70.0,
+          "hsc_b": "Others",
+          "hsc_s": "Science",
+          "degree_p": 72.0,
+          "degree_t": "Sci&Tech",
+          "workex": "No",
+          "etest_p": 87.0,
+          "specialisation": "Mkt&HR",
+          "mba_p": 71.04,
+          "status": "Placed",
+          "salary": 450000.0
+        }
+      },
+      {
+        "scenario_id": "008",
+        "features": {
+          "sl_no": 21,
+          "gender": "M",
+          "ssc_p": 62.0,
+          "ssc_b": "Others",
+          "hsc_p": 65.0,
+          "hsc_b": "Others",
+          "hsc_s": "Commerce",
+          "degree_p": 66.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 50.0,
+          "specialisation": "Mkt&HR",
+          "mba_p": 56.7,
+          "status": "Placed",
+          "salary": 265000.0
+        }
+      },
+      {
+        "scenario_id": "009",
+        "features": {
+          "sl_no": 170,
+          "gender": "M",
+          "ssc_p": 59.96,
+          "ssc_b": "Others",
+          "hsc_p": 42.16,
+          "hsc_b": "Others",
+          "hsc_s": "Science",
+          "degree_p": 61.26,
+          "degree_t": "Sci&Tech",
+          "workex": "No",
+          "etest_p": 54.48,
+          "specialisation": "Mkt&HR",
+          "mba_p": 65.48,
+          "status": "Not Placed",
+          "salary": null
+        }
+      },
+      {
+        "scenario_id": "010",
+        "features": {
+          "sl_no": 23,
+          "gender": "F",
+          "ssc_p": 69.8,
+          "ssc_b": "Others",
+          "hsc_p": 60.8,
+          "hsc_b": "Others",
+          "hsc_s": "Science",
+          "degree_p": 72.23,
+          "degree_t": "Sci&Tech",
+          "workex": "No",
+          "etest_p": 55.53,
+          "specialisation": "Mkt&HR",
+          "mba_p": 68.81,
+          "status": "Placed",
+          "salary": 360000.0
+        }
+      },
+      {
+        "scenario_id": "011",
+        "features": {
+          "sl_no": 10,
+          "gender": "M",
+          "ssc_p": 58.0,
+          "ssc_b": "Central",
+          "hsc_p": 70.0,
+          "hsc_b": "Central",
+          "hsc_s": "Commerce",
+          "degree_p": 61.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 54.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 52.21,
+          "status": "Not Placed",
+          "salary": null
+        }
+      },
+      {
+        "scenario_id": "012",
+        "features": {
+          "sl_no": 14,
+          "gender": "F",
+          "ssc_p": 77.0,
+          "ssc_b": "Central",
+          "hsc_p": 87.0,
+          "hsc_b": "Central",
+          "hsc_s": "Commerce",
+          "degree_p": 59.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 68.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 68.63,
+          "status": "Placed",
+          "salary": 218000.0
+        }
+      },
+      {
+        "scenario_id": "013",
+        "features": {
+          "sl_no": 110,
+          "gender": "M",
+          "ssc_p": 52.0,
+          "ssc_b": "Central",
+          "hsc_p": 63.0,
+          "hsc_b": "Others",
+          "hsc_s": "Science",
+          "degree_p": 65.0,
+          "degree_t": "Sci&Tech",
+          "workex": "Yes",
+          "etest_p": 86.0,
+          "specialisation": "Mkt&HR",
+          "mba_p": 56.09,
+          "status": "Not Placed",
+          "salary": null
+        }
+      },
+      {
+        "scenario_id": "014",
+        "features": {
+          "sl_no": 65,
+          "gender": "M",
+          "ssc_p": 80.0,
+          "ssc_b": "Others",
+          "hsc_p": 73.0,
+          "hsc_b": "Others",
+          "hsc_s": "Commerce",
+          "degree_p": 75.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 61.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 58.78,
+          "status": "Placed",
+          "salary": 240000.0
+        }
+      },
+      {
+        "scenario_id": "015",
+        "features": {
+          "sl_no": 9,
+          "gender": "M",
+          "ssc_p": 73.0,
+          "ssc_b": "Central",
+          "hsc_p": 79.0,
+          "hsc_b": "Central",
+          "hsc_s": "Commerce",
+          "degree_p": 72.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 91.34,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 61.29,
+          "status": "Placed",
+          "salary": 231000.0
+        }
+      },
+      {
+        "scenario_id": "016",
+        "features": {
+          "sl_no": 20,
+          "gender": "M",
+          "ssc_p": 60.0,
+          "ssc_b": "Others",
+          "hsc_p": 67.0,
+          "hsc_b": "Others",
+          "hsc_s": "Arts",
+          "degree_p": 70.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "Yes",
+          "etest_p": 50.48,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 77.89,
+          "status": "Placed",
+          "salary": 236000.0
+        }
+      },
+      {
+        "scenario_id": "017",
+        "features": {
+          "sl_no": 189,
+          "gender": "M",
+          "ssc_p": 61.8,
+          "ssc_b": "Others",
+          "hsc_p": 47.0,
+          "hsc_b": "Others",
+          "hsc_s": "Commerce",
+          "degree_p": 54.38,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 57.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 56.13,
+          "status": "Not Placed",
+          "salary": null
+        }
+      },
+      {
+        "scenario_id": "018",
+        "features": {
+          "sl_no": 47,
+          "gender": "F",
+          "ssc_p": 70.89,
+          "ssc_b": "Others",
+          "hsc_p": 71.98,
+          "hsc_b": "Others",
+          "hsc_s": "Science",
+          "degree_p": 65.6,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 68.0,
+          "specialisation": "Mkt&HR",
+          "mba_p": 71.63,
+          "status": "Not Placed",
+          "salary": null
+        }
+      },
+      {
+        "scenario_id": "019",
+        "features": {
+          "sl_no": 111,
+          "gender": "F",
+          "ssc_p": 69.5,
+          "ssc_b": "Central",
+          "hsc_p": 70.0,
+          "hsc_b": "Central",
+          "hsc_s": "Science",
+          "degree_p": 72.0,
+          "degree_t": "Sci&Tech",
+          "workex": "No",
+          "etest_p": 57.2,
+          "specialisation": "Mkt&HR",
+          "mba_p": 54.8,
+          "status": "Placed",
+          "salary": 250000.0
+        }
+      },
+      {
+        "scenario_id": "020",
+        "features": {
+          "sl_no": 87,
+          "gender": "M",
+          "ssc_p": 62.0,
+          "ssc_b": "Others",
+          "hsc_p": 63.0,
+          "hsc_b": "Others",
+          "hsc_s": "Commerce",
+          "degree_p": 64.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 67.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 57.03,
+          "status": "Placed",
+          "salary": 220000.0
+        }
+      },
+      {
+        "scenario_id": "021",
+        "features": {
+          "sl_no": 19,
+          "gender": "F",
+          "ssc_p": 63.0,
+          "ssc_b": "Central",
+          "hsc_p": 66.0,
+          "hsc_b": "Central",
+          "hsc_s": "Commerce",
+          "degree_p": 64.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 68.0,
+          "specialisation": "Mkt&HR",
+          "mba_p": 64.08,
+          "status": "Not Placed",
+          "salary": null
+        }
+      },
+      {
+        "scenario_id": "022",
+        "features": {
+          "sl_no": 92,
+          "gender": "M",
+          "ssc_p": 52.0,
+          "ssc_b": "Central",
+          "hsc_p": 57.0,
+          "hsc_b": "Central",
+          "hsc_s": "Commerce",
+          "degree_p": 50.8,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 67.0,
+          "specialisation": "Mkt&HR",
+          "mba_p": 62.79,
+          "status": "Not Placed",
+          "salary": null
+        }
+      },
+      {
+        "scenario_id": "023",
+        "features": {
+          "sl_no": 121,
+          "gender": "M",
+          "ssc_p": 58.0,
+          "ssc_b": "Others",
+          "hsc_p": 40.0,
+          "hsc_b": "Others",
+          "hsc_s": "Science",
+          "degree_p": 59.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 73.0,
+          "specialisation": "Mkt&HR",
+          "mba_p": 58.81,
+          "status": "Not Placed",
+          "salary": null
+        }
+      },
+      {
+        "scenario_id": "024",
+        "features": {
+          "sl_no": 32,
+          "gender": "F",
+          "ssc_p": 67.0,
+          "ssc_b": "Central",
+          "hsc_p": 53.0,
+          "hsc_b": "Central",
+          "hsc_s": "Science",
+          "degree_p": 65.0,
+          "degree_t": "Sci&Tech",
+          "workex": "No",
+          "etest_p": 64.0,
+          "specialisation": "Mkt&HR",
+          "mba_p": 58.32,
+          "status": "Not Placed",
+          "salary": null
+        }
+      },
+      {
+        "scenario_id": "025",
+        "features": {
+          "sl_no": 193,
+          "gender": "M",
+          "ssc_p": 65.2,
+          "ssc_b": "Central",
+          "hsc_p": 61.4,
+          "hsc_b": "Central",
+          "hsc_s": "Commerce",
+          "degree_p": 64.8,
+          "degree_t": "Comm&Mgmt",
+          "workex": "Yes",
+          "etest_p": 93.4,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 57.34,
+          "status": "Placed",
+          "salary": 270000.0
+        }
+      },
+      {
+        "scenario_id": "026",
+        "features": {
+          "sl_no": 130,
+          "gender": "M",
+          "ssc_p": 76.7,
+          "ssc_b": "Central",
+          "hsc_p": 89.7,
+          "hsc_b": "Others",
+          "hsc_s": "Commerce",
+          "degree_p": 66.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "Yes",
+          "etest_p": 90.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 68.55,
+          "status": "Placed",
+          "salary": 250000.0
+        }
+      },
+      {
+        "scenario_id": "027",
+        "features": {
+          "sl_no": 190,
+          "gender": "F",
+          "ssc_p": 54.0,
+          "ssc_b": "Central",
+          "hsc_p": 77.6,
+          "hsc_b": "Others",
+          "hsc_s": "Commerce",
+          "degree_p": 69.2,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 95.65,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 66.94,
+          "status": "Not Placed",
+          "salary": null
+        }
+      },
+      {
+        "scenario_id": "028",
+        "features": {
+          "sl_no": 135,
+          "gender": "F",
+          "ssc_p": 77.44,
+          "ssc_b": "Central",
+          "hsc_p": 92.0,
+          "hsc_b": "Others",
+          "hsc_s": "Commerce",
+          "degree_p": 72.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "Yes",
+          "etest_p": 94.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 67.13,
+          "status": "Placed",
+          "salary": 250000.0
+        }
+      },
+      {
+        "scenario_id": "029",
+        "features": {
+          "sl_no": 127,
+          "gender": "F",
+          "ssc_p": 79.0,
+          "ssc_b": "Others",
+          "hsc_p": 61.0,
+          "hsc_b": "Others",
+          "hsc_s": "Science",
+          "degree_p": 75.5,
+          "degree_t": "Sci&Tech",
+          "workex": "Yes",
+          "etest_p": 70.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 68.2,
+          "status": "Placed",
+          "salary": 210000.0
+        }
+      },
+      {
+        "scenario_id": "030",
+        "features": {
+          "sl_no": 89,
+          "gender": "F",
+          "ssc_p": 66.0,
+          "ssc_b": "Central",
+          "hsc_p": 62.0,
+          "hsc_b": "Central",
+          "hsc_s": "Commerce",
+          "degree_p": 73.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 58.0,
+          "specialisation": "Mkt&HR",
+          "mba_p": 64.36,
+          "status": "Placed",
+          "salary": 210000.0
+        }
+      },
+      {
+        "scenario_id": "031",
+        "features": {
+          "sl_no": 208,
+          "gender": "M",
+          "ssc_p": 83.33,
+          "ssc_b": "Central",
+          "hsc_p": 78.0,
+          "hsc_b": "Others",
+          "hsc_s": "Commerce",
+          "degree_p": 61.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "Yes",
+          "etest_p": 88.56,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 71.55,
+          "status": "Placed",
+          "salary": 300000.0
+        }
+      },
+      {
+        "scenario_id": "032",
+        "features": {
+          "sl_no": 145,
+          "gender": "M",
+          "ssc_p": 52.0,
+          "ssc_b": "Others",
+          "hsc_p": 50.0,
+          "hsc_b": "Others",
+          "hsc_s": "Arts",
+          "degree_p": 61.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 60.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 58.52,
+          "status": "Not Placed",
+          "salary": null
+        }
+      },
+      {
+        "scenario_id": "033",
+        "features": {
+          "sl_no": 24,
+          "gender": "F",
+          "ssc_p": 77.4,
+          "ssc_b": "Others",
+          "hsc_p": 60.0,
+          "hsc_b": "Others",
+          "hsc_s": "Science",
+          "degree_p": 64.74,
+          "degree_t": "Sci&Tech",
+          "workex": "Yes",
+          "etest_p": 92.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 63.62,
+          "status": "Placed",
+          "salary": 300000.0
+        }
+      },
+      {
+        "scenario_id": "034",
+        "features": {
+          "sl_no": 122,
+          "gender": "F",
+          "ssc_p": 64.0,
+          "ssc_b": "Central",
+          "hsc_p": 67.0,
+          "hsc_b": "Others",
+          "hsc_s": "Science",
+          "degree_p": 69.6,
+          "degree_t": "Sci&Tech",
+          "workex": "Yes",
+          "etest_p": 55.67,
+          "specialisation": "Mkt&HR",
+          "mba_p": 71.49,
+          "status": "Placed",
+          "salary": 250000.0
+        }
+      },
+      {
+        "scenario_id": "035",
+        "features": {
+          "sl_no": 128,
+          "gender": "F",
+          "ssc_p": 72.0,
+          "ssc_b": "Others",
+          "hsc_p": 60.0,
+          "hsc_b": "Others",
+          "hsc_s": "Science",
+          "degree_p": 69.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 55.5,
+          "specialisation": "Mkt&HR",
+          "mba_p": 58.4,
+          "status": "Placed",
+          "salary": 250000.0
+        }
+      },
+      {
+        "scenario_id": "036",
+        "features": {
+          "sl_no": 7,
+          "gender": "F",
+          "ssc_p": 46.0,
+          "ssc_b": "Others",
+          "hsc_p": 49.2,
+          "hsc_b": "Others",
+          "hsc_s": "Commerce",
+          "degree_p": 79.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 74.28,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 53.29,
+          "status": "Not Placed",
+          "salary": null
+        }
+      },
+      {
+        "scenario_id": "037",
+        "features": {
+          "sl_no": 29,
+          "gender": "M",
+          "ssc_p": 76.76,
+          "ssc_b": "Others",
+          "hsc_p": 76.5,
+          "hsc_b": "Others",
+          "hsc_s": "Commerce",
+          "degree_p": 67.5,
+          "degree_t": "Comm&Mgmt",
+          "workex": "Yes",
+          "etest_p": 73.35,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 64.15,
+          "status": "Placed",
+          "salary": 350000.0
+        }
+      },
+      {
+        "scenario_id": "038",
+        "features": {
+          "sl_no": 207,
+          "gender": "M",
+          "ssc_p": 41.0,
+          "ssc_b": "Central",
+          "hsc_p": 42.0,
+          "hsc_b": "Central",
+          "hsc_s": "Science",
+          "degree_p": 60.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 97.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 53.39,
+          "status": "Not Placed",
+          "salary": null
+        }
+      },
+      {
+        "scenario_id": "039",
+        "features": {
+          "sl_no": 18,
+          "gender": "F",
+          "ssc_p": 55.0,
+          "ssc_b": "Central",
+          "hsc_p": 67.0,
+          "hsc_b": "Central",
+          "hsc_s": "Commerce",
+          "degree_p": 64.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 60.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 67.28,
+          "status": "Not Placed",
+          "salary": null
+        }
+      },
+      {
+        "scenario_id": "040",
+        "features": {
+          "sl_no": 106,
+          "gender": "M",
+          "ssc_p": 59.0,
+          "ssc_b": "Central",
+          "hsc_p": 64.0,
+          "hsc_b": "Others",
+          "hsc_s": "Science",
+          "degree_p": 58.0,
+          "degree_t": "Sci&Tech",
+          "workex": "No",
+          "etest_p": 85.0,
+          "specialisation": "Mkt&HR",
+          "mba_p": 55.3,
+          "status": "Not Placed",
+          "salary": null
+        }
+      },
+      {
+        "scenario_id": "041",
+        "features": {
+          "sl_no": 77,
+          "gender": "F",
+          "ssc_p": 66.5,
+          "ssc_b": "Others",
+          "hsc_p": 70.4,
+          "hsc_b": "Central",
+          "hsc_s": "Arts",
+          "degree_p": 71.93,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 61.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 64.27,
+          "status": "Placed",
+          "salary": 230000.0
+        }
+      },
+      {
+        "scenario_id": "042",
+        "features": {
+          "sl_no": 124,
+          "gender": "M",
+          "ssc_p": 74.0,
+          "ssc_b": "Others",
+          "hsc_p": 59.0,
+          "hsc_b": "Others",
+          "hsc_s": "Commerce",
+          "degree_p": 73.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "Yes",
+          "etest_p": 60.0,
+          "specialisation": "Mkt&HR",
+          "mba_p": 56.7,
+          "status": "Placed",
+          "salary": 240000.0
+        }
+      },
+      {
+        "scenario_id": "043",
+        "features": {
+          "sl_no": 186,
+          "gender": "F",
+          "ssc_p": 88.0,
+          "ssc_b": "Central",
+          "hsc_p": 72.0,
+          "hsc_b": "Central",
+          "hsc_s": "Science",
+          "degree_p": 78.0,
+          "degree_t": "Others",
+          "workex": "No",
+          "etest_p": 82.0,
+          "specialisation": "Mkt&HR",
+          "mba_p": 71.43,
+          "status": "Placed",
+          "salary": 252000.0
+        }
+      }
+    ],
+    "target_column": "salary",
+    "task_sub_type": "regression",
+    "ranking_ground_truth": {
+      "top_k_ids": [
+        "007",
+        "010",
+        "037",
+        "031",
+        "033"
+      ]
     },
-    "final_decision": {},
-    "what_if": {},
-    "ground_truth": {
-        "extracted_features": [
-            {
-                "scenario_id": "001",
-                "features": {
-                    "sl_no": 136,
-                    "gender": "F",
-                    "ssc_p": 72.0,
-                    "ssc_b": "Central",
-                    "hsc_p": 56.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Science",
-                    "degree_p": 69.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 55.6,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 65.63,
-                    "status": "Placed",
-                    "salary": 200000.0
-                }
-            },
-            {
-                "scenario_id": "002",
-                "features": {
-                    "sl_no": 169,
-                    "gender": "F",
-                    "ssc_p": 48.0,
-                    "ssc_b": "Central",
-                    "hsc_p": 51.0,
-                    "hsc_b": "Central",
-                    "hsc_s": "Commerce",
-                    "degree_p": 58.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "Yes",
-                    "etest_p": 60.0,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 58.79,
-                    "status": "Not Placed",
-                    "salary": null
-                }
-            },
-            {
-                "scenario_id": "003",
-                "features": {
-                    "sl_no": 209,
-                    "gender": "F",
-                    "ssc_p": 43.0,
-                    "ssc_b": "Central",
-                    "hsc_p": 60.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Science",
-                    "degree_p": 65.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 92.66,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 62.92,
-                    "status": "Not Placed",
-                    "salary": null
-                }
-            },
-            {
-                "scenario_id": "004",
-                "features": {
-                    "sl_no": 95,
-                    "gender": "M",
-                    "ssc_p": 58.0,
-                    "ssc_b": "Central",
-                    "hsc_p": 62.0,
-                    "hsc_b": "Central",
-                    "hsc_s": "Commerce",
-                    "degree_p": 64.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 53.88,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 54.97,
-                    "status": "Placed",
-                    "salary": 260000.0
-                }
-            },
-            {
-                "scenario_id": "005",
-                "features": {
-                    "sl_no": 100,
-                    "gender": "M",
-                    "ssc_p": 54.0,
-                    "ssc_b": "Central",
-                    "hsc_p": 82.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Commerce",
-                    "degree_p": 63.0,
-                    "degree_t": "Sci&Tech",
-                    "workex": "No",
-                    "etest_p": 50.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 59.47,
-                    "status": "Not Placed",
-                    "salary": null
-                }
-            },
-            {
-                "scenario_id": "006",
-                "features": {
-                    "sl_no": 6,
-                    "gender": "M",
-                    "ssc_p": 55.0,
-                    "ssc_b": "Others",
-                    "hsc_p": 49.8,
-                    "hsc_b": "Others",
-                    "hsc_s": "Science",
-                    "degree_p": 67.25,
-                    "degree_t": "Sci&Tech",
-                    "workex": "Yes",
-                    "etest_p": 55.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 51.58,
-                    "status": "Not Placed",
-                    "salary": null
-                }
-            },
-            {
-                "scenario_id": "007",
-                "features": {
-                    "sl_no": 54,
-                    "gender": "M",
-                    "ssc_p": 80.0,
-                    "ssc_b": "Others",
-                    "hsc_p": 70.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Science",
-                    "degree_p": 72.0,
-                    "degree_t": "Sci&Tech",
-                    "workex": "No",
-                    "etest_p": 87.0,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 71.04,
-                    "status": "Placed",
-                    "salary": 450000.0
-                }
-            },
-            {
-                "scenario_id": "008",
-                "features": {
-                    "sl_no": 21,
-                    "gender": "M",
-                    "ssc_p": 62.0,
-                    "ssc_b": "Others",
-                    "hsc_p": 65.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Commerce",
-                    "degree_p": 66.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 50.0,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 56.7,
-                    "status": "Placed",
-                    "salary": 265000.0
-                }
-            },
-            {
-                "scenario_id": "009",
-                "features": {
-                    "sl_no": 170,
-                    "gender": "M",
-                    "ssc_p": 59.96,
-                    "ssc_b": "Others",
-                    "hsc_p": 42.16,
-                    "hsc_b": "Others",
-                    "hsc_s": "Science",
-                    "degree_p": 61.26,
-                    "degree_t": "Sci&Tech",
-                    "workex": "No",
-                    "etest_p": 54.48,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 65.48,
-                    "status": "Not Placed",
-                    "salary": null
-                }
-            },
-            {
-                "scenario_id": "010",
-                "features": {
-                    "sl_no": 23,
-                    "gender": "F",
-                    "ssc_p": 69.8,
-                    "ssc_b": "Others",
-                    "hsc_p": 60.8,
-                    "hsc_b": "Others",
-                    "hsc_s": "Science",
-                    "degree_p": 72.23,
-                    "degree_t": "Sci&Tech",
-                    "workex": "No",
-                    "etest_p": 55.53,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 68.81,
-                    "status": "Placed",
-                    "salary": 360000.0
-                }
-            },
-            {
-                "scenario_id": "011",
-                "features": {
-                    "sl_no": 10,
-                    "gender": "M",
-                    "ssc_p": 58.0,
-                    "ssc_b": "Central",
-                    "hsc_p": 70.0,
-                    "hsc_b": "Central",
-                    "hsc_s": "Commerce",
-                    "degree_p": 61.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 54.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 52.21,
-                    "status": "Not Placed",
-                    "salary": null
-                }
-            },
-            {
-                "scenario_id": "012",
-                "features": {
-                    "sl_no": 14,
-                    "gender": "F",
-                    "ssc_p": 77.0,
-                    "ssc_b": "Central",
-                    "hsc_p": 87.0,
-                    "hsc_b": "Central",
-                    "hsc_s": "Commerce",
-                    "degree_p": 59.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 68.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 68.63,
-                    "status": "Placed",
-                    "salary": 218000.0
-                }
-            },
-            {
-                "scenario_id": "013",
-                "features": {
-                    "sl_no": 110,
-                    "gender": "M",
-                    "ssc_p": 52.0,
-                    "ssc_b": "Central",
-                    "hsc_p": 63.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Science",
-                    "degree_p": 65.0,
-                    "degree_t": "Sci&Tech",
-                    "workex": "Yes",
-                    "etest_p": 86.0,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 56.09,
-                    "status": "Not Placed",
-                    "salary": null
-                }
-            },
-            {
-                "scenario_id": "014",
-                "features": {
-                    "sl_no": 65,
-                    "gender": "M",
-                    "ssc_p": 80.0,
-                    "ssc_b": "Others",
-                    "hsc_p": 73.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Commerce",
-                    "degree_p": 75.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 61.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 58.78,
-                    "status": "Placed",
-                    "salary": 240000.0
-                }
-            },
-            {
-                "scenario_id": "015",
-                "features": {
-                    "sl_no": 9,
-                    "gender": "M",
-                    "ssc_p": 73.0,
-                    "ssc_b": "Central",
-                    "hsc_p": 79.0,
-                    "hsc_b": "Central",
-                    "hsc_s": "Commerce",
-                    "degree_p": 72.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 91.34,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 61.29,
-                    "status": "Placed",
-                    "salary": 231000.0
-                }
-            },
-            {
-                "scenario_id": "016",
-                "features": {
-                    "sl_no": 20,
-                    "gender": "M",
-                    "ssc_p": 60.0,
-                    "ssc_b": "Others",
-                    "hsc_p": 67.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Arts",
-                    "degree_p": 70.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "Yes",
-                    "etest_p": 50.48,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 77.89,
-                    "status": "Placed",
-                    "salary": 236000.0
-                }
-            },
-            {
-                "scenario_id": "017",
-                "features": {
-                    "sl_no": 189,
-                    "gender": "M",
-                    "ssc_p": 61.8,
-                    "ssc_b": "Others",
-                    "hsc_p": 47.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Commerce",
-                    "degree_p": 54.38,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 57.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 56.13,
-                    "status": "Not Placed",
-                    "salary": null
-                }
-            },
-            {
-                "scenario_id": "018",
-                "features": {
-                    "sl_no": 47,
-                    "gender": "F",
-                    "ssc_p": 70.89,
-                    "ssc_b": "Others",
-                    "hsc_p": 71.98,
-                    "hsc_b": "Others",
-                    "hsc_s": "Science",
-                    "degree_p": 65.6,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 68.0,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 71.63,
-                    "status": "Not Placed",
-                    "salary": null
-                }
-            },
-            {
-                "scenario_id": "019",
-                "features": {
-                    "sl_no": 111,
-                    "gender": "F",
-                    "ssc_p": 69.5,
-                    "ssc_b": "Central",
-                    "hsc_p": 70.0,
-                    "hsc_b": "Central",
-                    "hsc_s": "Science",
-                    "degree_p": 72.0,
-                    "degree_t": "Sci&Tech",
-                    "workex": "No",
-                    "etest_p": 57.2,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 54.8,
-                    "status": "Placed",
-                    "salary": 250000.0
-                }
-            },
-            {
-                "scenario_id": "020",
-                "features": {
-                    "sl_no": 87,
-                    "gender": "M",
-                    "ssc_p": 62.0,
-                    "ssc_b": "Others",
-                    "hsc_p": 63.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Commerce",
-                    "degree_p": 64.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 67.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 57.03,
-                    "status": "Placed",
-                    "salary": 220000.0
-                }
-            },
-            {
-                "scenario_id": "021",
-                "features": {
-                    "sl_no": 19,
-                    "gender": "F",
-                    "ssc_p": 63.0,
-                    "ssc_b": "Central",
-                    "hsc_p": 66.0,
-                    "hsc_b": "Central",
-                    "hsc_s": "Commerce",
-                    "degree_p": 64.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 68.0,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 64.08,
-                    "status": "Not Placed",
-                    "salary": null
-                }
-            },
-            {
-                "scenario_id": "022",
-                "features": {
-                    "sl_no": 92,
-                    "gender": "M",
-                    "ssc_p": 52.0,
-                    "ssc_b": "Central",
-                    "hsc_p": 57.0,
-                    "hsc_b": "Central",
-                    "hsc_s": "Commerce",
-                    "degree_p": 50.8,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 67.0,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 62.79,
-                    "status": "Not Placed",
-                    "salary": null
-                }
-            },
-            {
-                "scenario_id": "023",
-                "features": {
-                    "sl_no": 121,
-                    "gender": "M",
-                    "ssc_p": 58.0,
-                    "ssc_b": "Others",
-                    "hsc_p": 40.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Science",
-                    "degree_p": 59.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 73.0,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 58.81,
-                    "status": "Not Placed",
-                    "salary": null
-                }
-            },
-            {
-                "scenario_id": "024",
-                "features": {
-                    "sl_no": 32,
-                    "gender": "F",
-                    "ssc_p": 67.0,
-                    "ssc_b": "Central",
-                    "hsc_p": 53.0,
-                    "hsc_b": "Central",
-                    "hsc_s": "Science",
-                    "degree_p": 65.0,
-                    "degree_t": "Sci&Tech",
-                    "workex": "No",
-                    "etest_p": 64.0,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 58.32,
-                    "status": "Not Placed",
-                    "salary": null
-                }
-            },
-            {
-                "scenario_id": "025",
-                "features": {
-                    "sl_no": 193,
-                    "gender": "M",
-                    "ssc_p": 65.2,
-                    "ssc_b": "Central",
-                    "hsc_p": 61.4,
-                    "hsc_b": "Central",
-                    "hsc_s": "Commerce",
-                    "degree_p": 64.8,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "Yes",
-                    "etest_p": 93.4,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 57.34,
-                    "status": "Placed",
-                    "salary": 270000.0
-                }
-            },
-            {
-                "scenario_id": "026",
-                "features": {
-                    "sl_no": 130,
-                    "gender": "M",
-                    "ssc_p": 76.7,
-                    "ssc_b": "Central",
-                    "hsc_p": 89.7,
-                    "hsc_b": "Others",
-                    "hsc_s": "Commerce",
-                    "degree_p": 66.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "Yes",
-                    "etest_p": 90.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 68.55,
-                    "status": "Placed",
-                    "salary": 250000.0
-                }
-            },
-            {
-                "scenario_id": "027",
-                "features": {
-                    "sl_no": 190,
-                    "gender": "F",
-                    "ssc_p": 54.0,
-                    "ssc_b": "Central",
-                    "hsc_p": 77.6,
-                    "hsc_b": "Others",
-                    "hsc_s": "Commerce",
-                    "degree_p": 69.2,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 95.65,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 66.94,
-                    "status": "Not Placed",
-                    "salary": null
-                }
-            },
-            {
-                "scenario_id": "028",
-                "features": {
-                    "sl_no": 135,
-                    "gender": "F",
-                    "ssc_p": 77.44,
-                    "ssc_b": "Central",
-                    "hsc_p": 92.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Commerce",
-                    "degree_p": 72.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "Yes",
-                    "etest_p": 94.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 67.13,
-                    "status": "Placed",
-                    "salary": 250000.0
-                }
-            },
-            {
-                "scenario_id": "029",
-                "features": {
-                    "sl_no": 127,
-                    "gender": "F",
-                    "ssc_p": 79.0,
-                    "ssc_b": "Others",
-                    "hsc_p": 61.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Science",
-                    "degree_p": 75.5,
-                    "degree_t": "Sci&Tech",
-                    "workex": "Yes",
-                    "etest_p": 70.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 68.2,
-                    "status": "Placed",
-                    "salary": 210000.0
-                }
-            },
-            {
-                "scenario_id": "030",
-                "features": {
-                    "sl_no": 89,
-                    "gender": "F",
-                    "ssc_p": 66.0,
-                    "ssc_b": "Central",
-                    "hsc_p": 62.0,
-                    "hsc_b": "Central",
-                    "hsc_s": "Commerce",
-                    "degree_p": 73.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 58.0,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 64.36,
-                    "status": "Placed",
-                    "salary": 210000.0
-                }
-            },
-            {
-                "scenario_id": "031",
-                "features": {
-                    "sl_no": 208,
-                    "gender": "M",
-                    "ssc_p": 83.33,
-                    "ssc_b": "Central",
-                    "hsc_p": 78.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Commerce",
-                    "degree_p": 61.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "Yes",
-                    "etest_p": 88.56,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 71.55,
-                    "status": "Placed",
-                    "salary": 300000.0
-                }
-            },
-            {
-                "scenario_id": "032",
-                "features": {
-                    "sl_no": 145,
-                    "gender": "M",
-                    "ssc_p": 52.0,
-                    "ssc_b": "Others",
-                    "hsc_p": 50.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Arts",
-                    "degree_p": 61.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 60.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 58.52,
-                    "status": "Not Placed",
-                    "salary": null
-                }
-            },
-            {
-                "scenario_id": "033",
-                "features": {
-                    "sl_no": 24,
-                    "gender": "F",
-                    "ssc_p": 77.4,
-                    "ssc_b": "Others",
-                    "hsc_p": 60.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Science",
-                    "degree_p": 64.74,
-                    "degree_t": "Sci&Tech",
-                    "workex": "Yes",
-                    "etest_p": 92.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 63.62,
-                    "status": "Placed",
-                    "salary": 300000.0
-                }
-            },
-            {
-                "scenario_id": "034",
-                "features": {
-                    "sl_no": 122,
-                    "gender": "F",
-                    "ssc_p": 64.0,
-                    "ssc_b": "Central",
-                    "hsc_p": 67.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Science",
-                    "degree_p": 69.6,
-                    "degree_t": "Sci&Tech",
-                    "workex": "Yes",
-                    "etest_p": 55.67,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 71.49,
-                    "status": "Placed",
-                    "salary": 250000.0
-                }
-            },
-            {
-                "scenario_id": "035",
-                "features": {
-                    "sl_no": 128,
-                    "gender": "F",
-                    "ssc_p": 72.0,
-                    "ssc_b": "Others",
-                    "hsc_p": 60.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Science",
-                    "degree_p": 69.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 55.5,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 58.4,
-                    "status": "Placed",
-                    "salary": 250000.0
-                }
-            },
-            {
-                "scenario_id": "036",
-                "features": {
-                    "sl_no": 7,
-                    "gender": "F",
-                    "ssc_p": 46.0,
-                    "ssc_b": "Others",
-                    "hsc_p": 49.2,
-                    "hsc_b": "Others",
-                    "hsc_s": "Commerce",
-                    "degree_p": 79.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 74.28,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 53.29,
-                    "status": "Not Placed",
-                    "salary": null
-                }
-            },
-            {
-                "scenario_id": "037",
-                "features": {
-                    "sl_no": 29,
-                    "gender": "M",
-                    "ssc_p": 76.76,
-                    "ssc_b": "Others",
-                    "hsc_p": 76.5,
-                    "hsc_b": "Others",
-                    "hsc_s": "Commerce",
-                    "degree_p": 67.5,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "Yes",
-                    "etest_p": 73.35,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 64.15,
-                    "status": "Placed",
-                    "salary": 350000.0
-                }
-            },
-            {
-                "scenario_id": "038",
-                "features": {
-                    "sl_no": 207,
-                    "gender": "M",
-                    "ssc_p": 41.0,
-                    "ssc_b": "Central",
-                    "hsc_p": 42.0,
-                    "hsc_b": "Central",
-                    "hsc_s": "Science",
-                    "degree_p": 60.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 97.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 53.39,
-                    "status": "Not Placed",
-                    "salary": null
-                }
-            },
-            {
-                "scenario_id": "039",
-                "features": {
-                    "sl_no": 18,
-                    "gender": "F",
-                    "ssc_p": 55.0,
-                    "ssc_b": "Central",
-                    "hsc_p": 67.0,
-                    "hsc_b": "Central",
-                    "hsc_s": "Commerce",
-                    "degree_p": 64.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 60.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 67.28,
-                    "status": "Not Placed",
-                    "salary": null
-                }
-            },
-            {
-                "scenario_id": "040",
-                "features": {
-                    "sl_no": 106,
-                    "gender": "M",
-                    "ssc_p": 59.0,
-                    "ssc_b": "Central",
-                    "hsc_p": 64.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Science",
-                    "degree_p": 58.0,
-                    "degree_t": "Sci&Tech",
-                    "workex": "No",
-                    "etest_p": 85.0,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 55.3,
-                    "status": "Not Placed",
-                    "salary": null
-                }
-            },
-            {
-                "scenario_id": "041",
-                "features": {
-                    "sl_no": 77,
-                    "gender": "F",
-                    "ssc_p": 66.5,
-                    "ssc_b": "Others",
-                    "hsc_p": 70.4,
-                    "hsc_b": "Central",
-                    "hsc_s": "Arts",
-                    "degree_p": 71.93,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 61.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 64.27,
-                    "status": "Placed",
-                    "salary": 230000.0
-                }
-            },
-            {
-                "scenario_id": "042",
-                "features": {
-                    "sl_no": 124,
-                    "gender": "M",
-                    "ssc_p": 74.0,
-                    "ssc_b": "Others",
-                    "hsc_p": 59.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Commerce",
-                    "degree_p": 73.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "Yes",
-                    "etest_p": 60.0,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 56.7,
-                    "status": "Placed",
-                    "salary": 240000.0
-                }
-            },
-            {
-                "scenario_id": "043",
-                "features": {
-                    "sl_no": 186,
-                    "gender": "F",
-                    "ssc_p": 88.0,
-                    "ssc_b": "Central",
-                    "hsc_p": 72.0,
-                    "hsc_b": "Central",
-                    "hsc_s": "Science",
-                    "degree_p": 78.0,
-                    "degree_t": "Others",
-                    "workex": "No",
-                    "etest_p": 82.0,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 71.43,
-                    "status": "Placed",
-                    "salary": 252000.0
-                }
-            }
-        ],
-        "target_column": "salary",
-        "task_sub_type": "regression",
-        "ranking_ground_truth": {
-            "top_k_ids": [
-                "007",
-                "010",
-                "037",
-                "031",
-                "033"
-            ]
-        },
-        "sort_direction": "high"
-    },
-    "response": "",
-    "evaluation_score": {}
-}
\ No newline at end of file
+    "sort_direction": "high",
+    "active_filters": [
+      {
+        "col": "status",
+        "op": "==",
+        "val": "Placed"
+      }
+    ]
+  },
+  "response": "",
+  "evaluation_score": {}
+}
diff --git a/ranking_and_filtering/finance/regression/Campus_Recruitment_B4/Campus_Recruitment_B4_004/Campus_Recruitment_B4_004_current.json b/ranking_and_filtering/finance/regression/Campus_Recruitment_B4/Campus_Recruitment_B4_004/Campus_Recruitment_B4_004_current.json
index d4fcf054f1de5671d154185e7847a474ab2c9140..e1f450e1b5051e2ffb65d182c86f2fa079661b2b 100644
--- a/ranking_and_filtering/finance/regression/Campus_Recruitment_B4/Campus_Recruitment_B4_004/Campus_Recruitment_B4_004_current.json
+++ b/ranking_and_filtering/finance/regression/Campus_Recruitment_B4/Campus_Recruitment_B4_004/Campus_Recruitment_B4_004_current.json
@@ -1,834 +1,841 @@
 {
-    "id": "004",
-    "task_type": "B4",
-    "subtask_type": "topk",
-    "perspective": "data_holder",
-    "dataset_name": "Campus Recruitment",
-    "table_path": "output/finance/regression/Campus Recruitment_B4/Campus Recruitment_B4_004/test.csv",
-    "query": "Our competitor is snatching up all the top talent. To counter this, I need to personally reach out to the most in-demand prospects. Based on the historical salary data from our campus recruitment that I'm sharing, who are the 7 candidates predicted to get the highest offers?",
-    "meta_info": {
-        "domain": "finance"
+  "id": "004",
+  "task_type": "B4",
+  "subtask_type": "topk",
+  "perspective": "data_holder",
+  "dataset_name": "Campus Recruitment",
+  "table_path": "output/finance/regression/Campus Recruitment_B4/Campus Recruitment_B4_004/test.csv",
+  "query": "Our competitor is snatching up all the top talent. To counter this, I need to personally reach out to the most in-demand prospects. Based on the historical salary data from our campus recruitment that I'm sharing, who are the 7 candidates recorded as placed and predicted to get the highest offers?",
+  "meta_info": {
+    "domain": "finance"
+  },
+  "final_decision": {},
+  "what_if": {},
+  "ground_truth": {
+    "extracted_features": [
+      {
+        "scenario_id": "001",
+        "features": {
+          "sl_no": 41,
+          "gender": "F",
+          "ssc_p": 78.0,
+          "ssc_b": "Central",
+          "hsc_p": 77.0,
+          "hsc_b": "Others",
+          "hsc_s": "Commerce",
+          "degree_p": 80.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 60.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 66.72,
+          "status": "Placed",
+          "salary": 287000.0
+        }
+      },
+      {
+        "scenario_id": "002",
+        "features": {
+          "sl_no": 60,
+          "gender": "M",
+          "ssc_p": 52.6,
+          "ssc_b": "Central",
+          "hsc_p": 65.58,
+          "hsc_b": "Others",
+          "hsc_s": "Science",
+          "degree_p": 72.11,
+          "degree_t": "Sci&Tech",
+          "workex": "No",
+          "etest_p": 57.6,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 56.66,
+          "status": "Placed",
+          "salary": 265000.0
+        }
+      },
+      {
+        "scenario_id": "003",
+        "features": {
+          "sl_no": 159,
+          "gender": "M",
+          "ssc_p": 67.0,
+          "ssc_b": "Others",
+          "hsc_p": 63.0,
+          "hsc_b": "Others",
+          "hsc_s": "Science",
+          "degree_p": 64.0,
+          "degree_t": "Sci&Tech",
+          "workex": "No",
+          "etest_p": 60.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 61.87,
+          "status": "Not Placed",
+          "salary": null
+        }
+      },
+      {
+        "scenario_id": "004",
+        "features": {
+          "sl_no": 188,
+          "gender": "M",
+          "ssc_p": 78.5,
+          "ssc_b": "Central",
+          "hsc_p": 65.5,
+          "hsc_b": "Central",
+          "hsc_s": "Science",
+          "degree_p": 67.0,
+          "degree_t": "Sci&Tech",
+          "workex": "Yes",
+          "etest_p": 95.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 64.86,
+          "status": "Placed",
+          "salary": 280000.0
+        }
+      },
+      {
+        "scenario_id": "005",
+        "features": {
+          "sl_no": 162,
+          "gender": "M",
+          "ssc_p": 55.6,
+          "ssc_b": "Others",
+          "hsc_p": 51.0,
+          "hsc_b": "Others",
+          "hsc_s": "Commerce",
+          "degree_p": 57.5,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 57.63,
+          "specialisation": "Mkt&HR",
+          "mba_p": 62.72,
+          "status": "Not Placed",
+          "salary": null
+        }
+      },
+      {
+        "scenario_id": "006",
+        "features": {
+          "sl_no": 58,
+          "gender": "M",
+          "ssc_p": 68.0,
+          "ssc_b": "Central",
+          "hsc_p": 76.0,
+          "hsc_b": "Central",
+          "hsc_s": "Commerce",
+          "degree_p": 74.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 80.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 63.59,
+          "status": "Placed",
+          "salary": 360000.0
+        }
+      },
+      {
+        "scenario_id": "007",
+        "features": {
+          "sl_no": 157,
+          "gender": "M",
+          "ssc_p": 84.2,
+          "ssc_b": "Central",
+          "hsc_p": 69.4,
+          "hsc_b": "Central",
+          "hsc_s": "Science",
+          "degree_p": 65.0,
+          "degree_t": "Sci&Tech",
+          "workex": "Yes",
+          "etest_p": 80.0,
+          "specialisation": "Mkt&HR",
+          "mba_p": 52.72,
+          "status": "Placed",
+          "salary": 255000.0
+        }
+      },
+      {
+        "scenario_id": "008",
+        "features": {
+          "sl_no": 184,
+          "gender": "M",
+          "ssc_p": 65.0,
+          "ssc_b": "Central",
+          "hsc_p": 77.0,
+          "hsc_b": "Central",
+          "hsc_s": "Commerce",
+          "degree_p": 69.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 60.0,
+          "specialisation": "Mkt&HR",
+          "mba_p": 61.82,
+          "status": "Placed",
+          "salary": 276000.0
+        }
+      },
+      {
+        "scenario_id": "009",
+        "features": {
+          "sl_no": 139,
+          "gender": "F",
+          "ssc_p": 82.0,
+          "ssc_b": "Others",
+          "hsc_p": 64.0,
+          "hsc_b": "Others",
+          "hsc_s": "Science",
+          "degree_p": 73.0,
+          "degree_t": "Sci&Tech",
+          "workex": "Yes",
+          "etest_p": 96.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 71.77,
+          "status": "Placed",
+          "salary": 250000.0
+        }
+      },
+      {
+        "scenario_id": "010",
+        "features": {
+          "sl_no": 98,
+          "gender": "F",
+          "ssc_p": 70.5,
+          "ssc_b": "Central",
+          "hsc_p": 62.5,
+          "hsc_b": "Others",
+          "hsc_s": "Commerce",
+          "degree_p": 61.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 93.91,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 69.03,
+          "status": "Not Placed",
+          "salary": null
+        }
+      },
+      {
+        "scenario_id": "011",
+        "features": {
+          "sl_no": 209,
+          "gender": "F",
+          "ssc_p": 43.0,
+          "ssc_b": "Central",
+          "hsc_p": 60.0,
+          "hsc_b": "Others",
+          "hsc_s": "Science",
+          "degree_p": 65.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 92.66,
+          "specialisation": "Mkt&HR",
+          "mba_p": 62.92,
+          "status": "Not Placed",
+          "salary": null
+        }
+      },
+      {
+        "scenario_id": "012",
+        "features": {
+          "sl_no": 175,
+          "gender": "M",
+          "ssc_p": 73.24,
+          "ssc_b": "Others",
+          "hsc_p": 50.83,
+          "hsc_b": "Others",
+          "hsc_s": "Science",
+          "degree_p": 64.27,
+          "degree_t": "Sci&Tech",
+          "workex": "Yes",
+          "etest_p": 64.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 66.23,
+          "status": "Placed",
+          "salary": 500000.0
+        }
+      },
+      {
+        "scenario_id": "013",
+        "features": {
+          "sl_no": 108,
+          "gender": "M",
+          "ssc_p": 82.0,
+          "ssc_b": "Others",
+          "hsc_p": 90.0,
+          "hsc_b": "Others",
+          "hsc_s": "Commerce",
+          "degree_p": 83.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 80.0,
+          "specialisation": "Mkt&HR",
+          "mba_p": 73.52,
+          "status": "Placed",
+          "salary": 200000.0
+        }
+      },
+      {
+        "scenario_id": "014",
+        "features": {
+          "sl_no": 84,
+          "gender": "M",
+          "ssc_p": 84.0,
+          "ssc_b": "Others",
+          "hsc_p": 79.0,
+          "hsc_b": "Others",
+          "hsc_s": "Science",
+          "degree_p": 68.0,
+          "degree_t": "Sci&Tech",
+          "workex": "Yes",
+          "etest_p": 84.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 66.69,
+          "status": "Placed",
+          "salary": 300000.0
+        }
+      },
+      {
+        "scenario_id": "015",
+        "features": {
+          "sl_no": 33,
+          "gender": "F",
+          "ssc_p": 61.0,
+          "ssc_b": "Central",
+          "hsc_p": 81.0,
+          "hsc_b": "Central",
+          "hsc_s": "Commerce",
+          "degree_p": 66.4,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 50.89,
+          "specialisation": "Mkt&HR",
+          "mba_p": 62.21,
+          "status": "Placed",
+          "salary": 278000.0
+        }
+      },
+      {
+        "scenario_id": "017",
+        "features": {
+          "sl_no": 179,
+          "gender": "M",
+          "ssc_p": 68.0,
+          "ssc_b": "Others",
+          "hsc_p": 56.0,
+          "hsc_b": "Others",
+          "hsc_s": "Science",
+          "degree_p": 68.0,
+          "degree_t": "Sci&Tech",
+          "workex": "No",
+          "etest_p": 73.0,
+          "specialisation": "Mkt&HR",
+          "mba_p": 68.07,
+          "status": "Placed",
+          "salary": 350000.0
+        }
+      },
+      {
+        "scenario_id": "018",
+        "features": {
+          "sl_no": 23,
+          "gender": "F",
+          "ssc_p": 69.8,
+          "ssc_b": "Others",
+          "hsc_p": 60.8,
+          "hsc_b": "Others",
+          "hsc_s": "Science",
+          "degree_p": 72.23,
+          "degree_t": "Sci&Tech",
+          "workex": "No",
+          "etest_p": 55.53,
+          "specialisation": "Mkt&HR",
+          "mba_p": 68.81,
+          "status": "Placed",
+          "salary": 360000.0
+        }
+      },
+      {
+        "scenario_id": "019",
+        "features": {
+          "sl_no": 45,
+          "gender": "F",
+          "ssc_p": 77.0,
+          "ssc_b": "Others",
+          "hsc_p": 73.0,
+          "hsc_b": "Others",
+          "hsc_s": "Commerce",
+          "degree_p": 81.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "Yes",
+          "etest_p": 89.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 69.7,
+          "status": "Placed",
+          "salary": 200000.0
+        }
+      },
+      {
+        "scenario_id": "020",
+        "features": {
+          "sl_no": 34,
+          "gender": "F",
+          "ssc_p": 87.0,
+          "ssc_b": "Others",
+          "hsc_p": 65.0,
+          "hsc_b": "Others",
+          "hsc_s": "Science",
+          "degree_p": 81.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "Yes",
+          "etest_p": 88.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 72.78,
+          "status": "Placed",
+          "salary": 260000.0
+        }
+      },
+      {
+        "scenario_id": "021",
+        "features": {
+          "sl_no": 153,
+          "gender": "F",
+          "ssc_p": 75.4,
+          "ssc_b": "Others",
+          "hsc_p": 60.5,
+          "hsc_b": "Central",
+          "hsc_s": "Science",
+          "degree_p": 84.0,
+          "degree_t": "Sci&Tech",
+          "workex": "No",
+          "etest_p": 98.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 65.25,
+          "status": "Placed",
+          "salary": 240000.0
+        }
+      },
+      {
+        "scenario_id": "022",
+        "features": {
+          "sl_no": 149,
+          "gender": "F",
+          "ssc_p": 77.0,
+          "ssc_b": "Central",
+          "hsc_p": 86.0,
+          "hsc_b": "Central",
+          "hsc_s": "Arts",
+          "degree_p": 56.0,
+          "degree_t": "Others",
+          "workex": "No",
+          "etest_p": 57.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 64.08,
+          "status": "Placed",
+          "salary": 240000.0
+        }
+      },
+      {
+        "scenario_id": "023",
+        "features": {
+          "sl_no": 202,
+          "gender": "M",
+          "ssc_p": 54.2,
+          "ssc_b": "Central",
+          "hsc_p": 63.0,
+          "hsc_b": "Others",
+          "hsc_s": "Science",
+          "degree_p": 58.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 79.0,
+          "specialisation": "Mkt&HR",
+          "mba_p": 58.44,
+          "status": "Not Placed",
+          "salary": null
+        }
+      },
+      {
+        "scenario_id": "024",
+        "features": {
+          "sl_no": 140,
+          "gender": "M",
+          "ssc_p": 77.0,
+          "ssc_b": "Central",
+          "hsc_p": 70.0,
+          "hsc_b": "Central",
+          "hsc_s": "Commerce",
+          "degree_p": 59.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "Yes",
+          "etest_p": 58.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 54.43,
+          "status": "Placed",
+          "salary": 220000.0
+        }
+      },
+      {
+        "scenario_id": "026",
+        "features": {
+          "sl_no": 195,
+          "gender": "M",
+          "ssc_p": 52.0,
+          "ssc_b": "Others",
+          "hsc_p": 55.0,
+          "hsc_b": "Others",
+          "hsc_s": "Commerce",
+          "degree_p": 56.3,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 59.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 64.74,
+          "status": "Not Placed",
+          "salary": null
+        }
+      },
+      {
+        "scenario_id": "027",
+        "features": {
+          "sl_no": 199,
+          "gender": "F",
+          "ssc_p": 67.0,
+          "ssc_b": "Central",
+          "hsc_p": 70.0,
+          "hsc_b": "Central",
+          "hsc_s": "Commerce",
+          "degree_p": 65.0,
+          "degree_t": "Others",
+          "workex": "No",
+          "etest_p": 88.0,
+          "specialisation": "Mkt&HR",
+          "mba_p": 71.96,
+          "status": "Not Placed",
+          "salary": null
+        }
+      },
+      {
+        "scenario_id": "028",
+        "features": {
+          "sl_no": 213,
+          "gender": "M",
+          "ssc_p": 67.0,
+          "ssc_b": "Others",
+          "hsc_p": 67.0,
+          "hsc_b": "Others",
+          "hsc_s": "Commerce",
+          "degree_p": 73.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "Yes",
+          "etest_p": 59.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 69.72,
+          "status": "Placed",
+          "salary": 295000.0
+        }
+      },
+      {
+        "scenario_id": "029",
+        "features": {
+          "sl_no": 83,
+          "gender": "M",
+          "ssc_p": 63.0,
+          "ssc_b": "Central",
+          "hsc_p": 67.0,
+          "hsc_b": "Central",
+          "hsc_s": "Commerce",
+          "degree_p": 74.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 82.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 60.44,
+          "status": "Not Placed",
+          "salary": null
+        }
+      },
+      {
+        "scenario_id": "030",
+        "features": {
+          "sl_no": 30,
+          "gender": "M",
+          "ssc_p": 62.0,
+          "ssc_b": "Central",
+          "hsc_p": 67.0,
+          "hsc_b": "Central",
+          "hsc_s": "Commerce",
+          "degree_p": 58.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 77.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 51.29,
+          "status": "Not Placed",
+          "salary": null
+        }
+      },
+      {
+        "scenario_id": "031",
+        "features": {
+          "sl_no": 196,
+          "gender": "M",
+          "ssc_p": 66.0,
+          "ssc_b": "Central",
+          "hsc_p": 76.0,
+          "hsc_b": "Central",
+          "hsc_s": "Commerce",
+          "degree_p": 72.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "Yes",
+          "etest_p": 84.0,
+          "specialisation": "Mkt&HR",
+          "mba_p": 58.95,
+          "status": "Placed",
+          "salary": 275000.0
+        }
+      },
+      {
+        "scenario_id": "032",
+        "features": {
+          "sl_no": 42,
+          "gender": "F",
+          "ssc_p": 74.0,
+          "ssc_b": "Others",
+          "hsc_p": 63.16,
+          "hsc_b": "Others",
+          "hsc_s": "Commerce",
+          "degree_p": 65.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "Yes",
+          "etest_p": 65.0,
+          "specialisation": "Mkt&HR",
+          "mba_p": 69.76,
+          "status": "Not Placed",
+          "salary": null
+        }
+      },
+      {
+        "scenario_id": "033",
+        "features": {
+          "sl_no": 204,
+          "gender": "M",
+          "ssc_p": 55.68,
+          "ssc_b": "Others",
+          "hsc_p": 61.33,
+          "hsc_b": "Others",
+          "hsc_s": "Commerce",
+          "degree_p": 56.87,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 66.0,
+          "specialisation": "Mkt&HR",
+          "mba_p": 58.3,
+          "status": "Placed",
+          "salary": 260000.0
+        }
+      },
+      {
+        "scenario_id": "034",
+        "features": {
+          "sl_no": 25,
+          "gender": "M",
+          "ssc_p": 76.5,
+          "ssc_b": "Others",
+          "hsc_p": 97.7,
+          "hsc_b": "Others",
+          "hsc_s": "Science",
+          "degree_p": 78.86,
+          "degree_t": "Sci&Tech",
+          "workex": "No",
+          "etest_p": 97.4,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 74.01,
+          "status": "Placed",
+          "salary": 360000.0
+        }
+      },
+      {
+        "scenario_id": "035",
+        "features": {
+          "sl_no": 15,
+          "gender": "M",
+          "ssc_p": 62.0,
+          "ssc_b": "Central",
+          "hsc_p": 47.0,
+          "hsc_b": "Central",
+          "hsc_s": "Commerce",
+          "degree_p": 50.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 76.0,
+          "specialisation": "Mkt&HR",
+          "mba_p": 54.96,
+          "status": "Not Placed",
+          "salary": null
+        }
+      },
+      {
+        "scenario_id": "036",
+        "features": {
+          "sl_no": 126,
+          "gender": "F",
+          "ssc_p": 84.0,
+          "ssc_b": "Central",
+          "hsc_p": 73.0,
+          "hsc_b": "Central",
+          "hsc_s": "Commerce",
+          "degree_p": 73.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 75.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 73.33,
+          "status": "Placed",
+          "salary": 350000.0
+        }
+      },
+      {
+        "scenario_id": "037",
+        "features": {
+          "sl_no": 27,
+          "gender": "M",
+          "ssc_p": 71.0,
+          "ssc_b": "Others",
+          "hsc_p": 79.0,
+          "hsc_b": "Others",
+          "hsc_s": "Commerce",
+          "degree_p": 66.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "Yes",
+          "etest_p": 94.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 57.55,
+          "status": "Placed",
+          "salary": 240000.0
+        }
+      },
+      {
+        "scenario_id": "038",
+        "features": {
+          "sl_no": 200,
+          "gender": "M",
+          "ssc_p": 69.0,
+          "ssc_b": "Others",
+          "hsc_p": 65.0,
+          "hsc_b": "Others",
+          "hsc_s": "Commerce",
+          "degree_p": 57.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 73.0,
+          "specialisation": "Mkt&HR",
+          "mba_p": 55.8,
+          "status": "Placed",
+          "salary": 265000.0
+        }
+      },
+      {
+        "scenario_id": "039",
+        "features": {
+          "sl_no": 68,
+          "gender": "M",
+          "ssc_p": 80.92,
+          "ssc_b": "Others",
+          "hsc_p": 78.5,
+          "hsc_b": "Others",
+          "hsc_s": "Commerce",
+          "degree_p": 67.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 68.71,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 60.99,
+          "status": "Placed",
+          "salary": 275000.0
+        }
+      },
+      {
+        "scenario_id": "040",
+        "features": {
+          "sl_no": 114,
+          "gender": "F",
+          "ssc_p": 73.96,
+          "ssc_b": "Others",
+          "hsc_p": 79.0,
+          "hsc_b": "Others",
+          "hsc_s": "Commerce",
+          "degree_p": 67.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 72.15,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 63.08,
+          "status": "Placed",
+          "salary": 280000.0
+        }
+      },
+      {
+        "scenario_id": "041",
+        "features": {
+          "sl_no": 87,
+          "gender": "M",
+          "ssc_p": 62.0,
+          "ssc_b": "Others",
+          "hsc_p": 63.0,
+          "hsc_b": "Others",
+          "hsc_s": "Commerce",
+          "degree_p": 64.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 67.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 57.03,
+          "status": "Placed",
+          "salary": 220000.0
+        }
+      },
+      {
+        "scenario_id": "042",
+        "features": {
+          "sl_no": 20,
+          "gender": "M",
+          "ssc_p": 60.0,
+          "ssc_b": "Others",
+          "hsc_p": 67.0,
+          "hsc_b": "Others",
+          "hsc_s": "Arts",
+          "degree_p": 70.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "Yes",
+          "etest_p": 50.48,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 77.89,
+          "status": "Placed",
+          "salary": 236000.0
+        }
+      }
+    ],
+    "target_column": "salary",
+    "task_sub_type": "regression",
+    "ranking_ground_truth": {
+      "top_k_ids": [
+        "012",
+        "006",
+        "018",
+        "034",
+        "017",
+        "036",
+        "014"
+      ]
     },
-    "final_decision": {},
-    "what_if": {},
-    "ground_truth": {
-        "extracted_features": [
-            {
-                "scenario_id": "001",
-                "features": {
-                    "sl_no": 41,
-                    "gender": "F",
-                    "ssc_p": 78.0,
-                    "ssc_b": "Central",
-                    "hsc_p": 77.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Commerce",
-                    "degree_p": 80.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 60.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 66.72,
-                    "status": "Placed",
-                    "salary": 287000.0
-                }
-            },
-            {
-                "scenario_id": "002",
-                "features": {
-                    "sl_no": 60,
-                    "gender": "M",
-                    "ssc_p": 52.6,
-                    "ssc_b": "Central",
-                    "hsc_p": 65.58,
-                    "hsc_b": "Others",
-                    "hsc_s": "Science",
-                    "degree_p": 72.11,
-                    "degree_t": "Sci&Tech",
-                    "workex": "No",
-                    "etest_p": 57.6,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 56.66,
-                    "status": "Placed",
-                    "salary": 265000.0
-                }
-            },
-            {
-                "scenario_id": "003",
-                "features": {
-                    "sl_no": 159,
-                    "gender": "M",
-                    "ssc_p": 67.0,
-                    "ssc_b": "Others",
-                    "hsc_p": 63.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Science",
-                    "degree_p": 64.0,
-                    "degree_t": "Sci&Tech",
-                    "workex": "No",
-                    "etest_p": 60.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 61.87,
-                    "status": "Not Placed",
-                    "salary": null
-                }
-            },
-            {
-                "scenario_id": "004",
-                "features": {
-                    "sl_no": 188,
-                    "gender": "M",
-                    "ssc_p": 78.5,
-                    "ssc_b": "Central",
-                    "hsc_p": 65.5,
-                    "hsc_b": "Central",
-                    "hsc_s": "Science",
-                    "degree_p": 67.0,
-                    "degree_t": "Sci&Tech",
-                    "workex": "Yes",
-                    "etest_p": 95.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 64.86,
-                    "status": "Placed",
-                    "salary": 280000.0
-                }
-            },
-            {
-                "scenario_id": "005",
-                "features": {
-                    "sl_no": 162,
-                    "gender": "M",
-                    "ssc_p": 55.6,
-                    "ssc_b": "Others",
-                    "hsc_p": 51.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Commerce",
-                    "degree_p": 57.5,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 57.63,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 62.72,
-                    "status": "Not Placed",
-                    "salary": null
-                }
-            },
-            {
-                "scenario_id": "006",
-                "features": {
-                    "sl_no": 58,
-                    "gender": "M",
-                    "ssc_p": 68.0,
-                    "ssc_b": "Central",
-                    "hsc_p": 76.0,
-                    "hsc_b": "Central",
-                    "hsc_s": "Commerce",
-                    "degree_p": 74.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 80.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 63.59,
-                    "status": "Placed",
-                    "salary": 360000.0
-                }
-            },
-            {
-                "scenario_id": "007",
-                "features": {
-                    "sl_no": 157,
-                    "gender": "M",
-                    "ssc_p": 84.2,
-                    "ssc_b": "Central",
-                    "hsc_p": 69.4,
-                    "hsc_b": "Central",
-                    "hsc_s": "Science",
-                    "degree_p": 65.0,
-                    "degree_t": "Sci&Tech",
-                    "workex": "Yes",
-                    "etest_p": 80.0,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 52.72,
-                    "status": "Placed",
-                    "salary": 255000.0
-                }
-            },
-            {
-                "scenario_id": "008",
-                "features": {
-                    "sl_no": 184,
-                    "gender": "M",
-                    "ssc_p": 65.0,
-                    "ssc_b": "Central",
-                    "hsc_p": 77.0,
-                    "hsc_b": "Central",
-                    "hsc_s": "Commerce",
-                    "degree_p": 69.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 60.0,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 61.82,
-                    "status": "Placed",
-                    "salary": 276000.0
-                }
-            },
-            {
-                "scenario_id": "009",
-                "features": {
-                    "sl_no": 139,
-                    "gender": "F",
-                    "ssc_p": 82.0,
-                    "ssc_b": "Others",
-                    "hsc_p": 64.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Science",
-                    "degree_p": 73.0,
-                    "degree_t": "Sci&Tech",
-                    "workex": "Yes",
-                    "etest_p": 96.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 71.77,
-                    "status": "Placed",
-                    "salary": 250000.0
-                }
-            },
-            {
-                "scenario_id": "010",
-                "features": {
-                    "sl_no": 98,
-                    "gender": "F",
-                    "ssc_p": 70.5,
-                    "ssc_b": "Central",
-                    "hsc_p": 62.5,
-                    "hsc_b": "Others",
-                    "hsc_s": "Commerce",
-                    "degree_p": 61.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 93.91,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 69.03,
-                    "status": "Not Placed",
-                    "salary": null
-                }
-            },
-            {
-                "scenario_id": "011",
-                "features": {
-                    "sl_no": 209,
-                    "gender": "F",
-                    "ssc_p": 43.0,
-                    "ssc_b": "Central",
-                    "hsc_p": 60.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Science",
-                    "degree_p": 65.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 92.66,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 62.92,
-                    "status": "Not Placed",
-                    "salary": null
-                }
-            },
-            {
-                "scenario_id": "012",
-                "features": {
-                    "sl_no": 175,
-                    "gender": "M",
-                    "ssc_p": 73.24,
-                    "ssc_b": "Others",
-                    "hsc_p": 50.83,
-                    "hsc_b": "Others",
-                    "hsc_s": "Science",
-                    "degree_p": 64.27,
-                    "degree_t": "Sci&Tech",
-                    "workex": "Yes",
-                    "etest_p": 64.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 66.23,
-                    "status": "Placed",
-                    "salary": 500000.0
-                }
-            },
-            {
-                "scenario_id": "013",
-                "features": {
-                    "sl_no": 108,
-                    "gender": "M",
-                    "ssc_p": 82.0,
-                    "ssc_b": "Others",
-                    "hsc_p": 90.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Commerce",
-                    "degree_p": 83.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 80.0,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 73.52,
-                    "status": "Placed",
-                    "salary": 200000.0
-                }
-            },
-            {
-                "scenario_id": "014",
-                "features": {
-                    "sl_no": 84,
-                    "gender": "M",
-                    "ssc_p": 84.0,
-                    "ssc_b": "Others",
-                    "hsc_p": 79.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Science",
-                    "degree_p": 68.0,
-                    "degree_t": "Sci&Tech",
-                    "workex": "Yes",
-                    "etest_p": 84.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 66.69,
-                    "status": "Placed",
-                    "salary": 300000.0
-                }
-            },
-            {
-                "scenario_id": "015",
-                "features": {
-                    "sl_no": 33,
-                    "gender": "F",
-                    "ssc_p": 61.0,
-                    "ssc_b": "Central",
-                    "hsc_p": 81.0,
-                    "hsc_b": "Central",
-                    "hsc_s": "Commerce",
-                    "degree_p": 66.4,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 50.89,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 62.21,
-                    "status": "Placed",
-                    "salary": 278000.0
-                }
-            },
-            {
-                "scenario_id": "017",
-                "features": {
-                    "sl_no": 179,
-                    "gender": "M",
-                    "ssc_p": 68.0,
-                    "ssc_b": "Others",
-                    "hsc_p": 56.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Science",
-                    "degree_p": 68.0,
-                    "degree_t": "Sci&Tech",
-                    "workex": "No",
-                    "etest_p": 73.0,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 68.07,
-                    "status": "Placed",
-                    "salary": 350000.0
-                }
-            },
-            {
-                "scenario_id": "018",
-                "features": {
-                    "sl_no": 23,
-                    "gender": "F",
-                    "ssc_p": 69.8,
-                    "ssc_b": "Others",
-                    "hsc_p": 60.8,
-                    "hsc_b": "Others",
-                    "hsc_s": "Science",
-                    "degree_p": 72.23,
-                    "degree_t": "Sci&Tech",
-                    "workex": "No",
-                    "etest_p": 55.53,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 68.81,
-                    "status": "Placed",
-                    "salary": 360000.0
-                }
-            },
-            {
-                "scenario_id": "019",
-                "features": {
-                    "sl_no": 45,
-                    "gender": "F",
-                    "ssc_p": 77.0,
-                    "ssc_b": "Others",
-                    "hsc_p": 73.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Commerce",
-                    "degree_p": 81.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "Yes",
-                    "etest_p": 89.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 69.7,
-                    "status": "Placed",
-                    "salary": 200000.0
-                }
-            },
-            {
-                "scenario_id": "020",
-                "features": {
-                    "sl_no": 34,
-                    "gender": "F",
-                    "ssc_p": 87.0,
-                    "ssc_b": "Others",
-                    "hsc_p": 65.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Science",
-                    "degree_p": 81.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "Yes",
-                    "etest_p": 88.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 72.78,
-                    "status": "Placed",
-                    "salary": 260000.0
-                }
-            },
-            {
-                "scenario_id": "021",
-                "features": {
-                    "sl_no": 153,
-                    "gender": "F",
-                    "ssc_p": 75.4,
-                    "ssc_b": "Others",
-                    "hsc_p": 60.5,
-                    "hsc_b": "Central",
-                    "hsc_s": "Science",
-                    "degree_p": 84.0,
-                    "degree_t": "Sci&Tech",
-                    "workex": "No",
-                    "etest_p": 98.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 65.25,
-                    "status": "Placed",
-                    "salary": 240000.0
-                }
-            },
-            {
-                "scenario_id": "022",
-                "features": {
-                    "sl_no": 149,
-                    "gender": "F",
-                    "ssc_p": 77.0,
-                    "ssc_b": "Central",
-                    "hsc_p": 86.0,
-                    "hsc_b": "Central",
-                    "hsc_s": "Arts",
-                    "degree_p": 56.0,
-                    "degree_t": "Others",
-                    "workex": "No",
-                    "etest_p": 57.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 64.08,
-                    "status": "Placed",
-                    "salary": 240000.0
-                }
-            },
-            {
-                "scenario_id": "023",
-                "features": {
-                    "sl_no": 202,
-                    "gender": "M",
-                    "ssc_p": 54.2,
-                    "ssc_b": "Central",
-                    "hsc_p": 63.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Science",
-                    "degree_p": 58.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 79.0,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 58.44,
-                    "status": "Not Placed",
-                    "salary": null
-                }
-            },
-            {
-                "scenario_id": "024",
-                "features": {
-                    "sl_no": 140,
-                    "gender": "M",
-                    "ssc_p": 77.0,
-                    "ssc_b": "Central",
-                    "hsc_p": 70.0,
-                    "hsc_b": "Central",
-                    "hsc_s": "Commerce",
-                    "degree_p": 59.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "Yes",
-                    "etest_p": 58.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 54.43,
-                    "status": "Placed",
-                    "salary": 220000.0
-                }
-            },
-            {
-                "scenario_id": "026",
-                "features": {
-                    "sl_no": 195,
-                    "gender": "M",
-                    "ssc_p": 52.0,
-                    "ssc_b": "Others",
-                    "hsc_p": 55.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Commerce",
-                    "degree_p": 56.3,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 59.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 64.74,
-                    "status": "Not Placed",
-                    "salary": null
-                }
-            },
-            {
-                "scenario_id": "027",
-                "features": {
-                    "sl_no": 199,
-                    "gender": "F",
-                    "ssc_p": 67.0,
-                    "ssc_b": "Central",
-                    "hsc_p": 70.0,
-                    "hsc_b": "Central",
-                    "hsc_s": "Commerce",
-                    "degree_p": 65.0,
-                    "degree_t": "Others",
-                    "workex": "No",
-                    "etest_p": 88.0,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 71.96,
-                    "status": "Not Placed",
-                    "salary": null
-                }
-            },
-            {
-                "scenario_id": "028",
-                "features": {
-                    "sl_no": 213,
-                    "gender": "M",
-                    "ssc_p": 67.0,
-                    "ssc_b": "Others",
-                    "hsc_p": 67.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Commerce",
-                    "degree_p": 73.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "Yes",
-                    "etest_p": 59.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 69.72,
-                    "status": "Placed",
-                    "salary": 295000.0
-                }
-            },
-            {
-                "scenario_id": "029",
-                "features": {
-                    "sl_no": 83,
-                    "gender": "M",
-                    "ssc_p": 63.0,
-                    "ssc_b": "Central",
-                    "hsc_p": 67.0,
-                    "hsc_b": "Central",
-                    "hsc_s": "Commerce",
-                    "degree_p": 74.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 82.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 60.44,
-                    "status": "Not Placed",
-                    "salary": null
-                }
-            },
-            {
-                "scenario_id": "030",
-                "features": {
-                    "sl_no": 30,
-                    "gender": "M",
-                    "ssc_p": 62.0,
-                    "ssc_b": "Central",
-                    "hsc_p": 67.0,
-                    "hsc_b": "Central",
-                    "hsc_s": "Commerce",
-                    "degree_p": 58.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 77.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 51.29,
-                    "status": "Not Placed",
-                    "salary": null
-                }
-            },
-            {
-                "scenario_id": "031",
-                "features": {
-                    "sl_no": 196,
-                    "gender": "M",
-                    "ssc_p": 66.0,
-                    "ssc_b": "Central",
-                    "hsc_p": 76.0,
-                    "hsc_b": "Central",
-                    "hsc_s": "Commerce",
-                    "degree_p": 72.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "Yes",
-                    "etest_p": 84.0,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 58.95,
-                    "status": "Placed",
-                    "salary": 275000.0
-                }
-            },
-            {
-                "scenario_id": "032",
-                "features": {
-                    "sl_no": 42,
-                    "gender": "F",
-                    "ssc_p": 74.0,
-                    "ssc_b": "Others",
-                    "hsc_p": 63.16,
-                    "hsc_b": "Others",
-                    "hsc_s": "Commerce",
-                    "degree_p": 65.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "Yes",
-                    "etest_p": 65.0,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 69.76,
-                    "status": "Not Placed",
-                    "salary": null
-                }
-            },
-            {
-                "scenario_id": "033",
-                "features": {
-                    "sl_no": 204,
-                    "gender": "M",
-                    "ssc_p": 55.68,
-                    "ssc_b": "Others",
-                    "hsc_p": 61.33,
-                    "hsc_b": "Others",
-                    "hsc_s": "Commerce",
-                    "degree_p": 56.87,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 66.0,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 58.3,
-                    "status": "Placed",
-                    "salary": 260000.0
-                }
-            },
-            {
-                "scenario_id": "034",
-                "features": {
-                    "sl_no": 25,
-                    "gender": "M",
-                    "ssc_p": 76.5,
-                    "ssc_b": "Others",
-                    "hsc_p": 97.7,
-                    "hsc_b": "Others",
-                    "hsc_s": "Science",
-                    "degree_p": 78.86,
-                    "degree_t": "Sci&Tech",
-                    "workex": "No",
-                    "etest_p": 97.4,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 74.01,
-                    "status": "Placed",
-                    "salary": 360000.0
-                }
-            },
-            {
-                "scenario_id": "035",
-                "features": {
-                    "sl_no": 15,
-                    "gender": "M",
-                    "ssc_p": 62.0,
-                    "ssc_b": "Central",
-                    "hsc_p": 47.0,
-                    "hsc_b": "Central",
-                    "hsc_s": "Commerce",
-                    "degree_p": 50.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 76.0,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 54.96,
-                    "status": "Not Placed",
-                    "salary": null
-                }
-            },
-            {
-                "scenario_id": "036",
-                "features": {
-                    "sl_no": 126,
-                    "gender": "F",
-                    "ssc_p": 84.0,
-                    "ssc_b": "Central",
-                    "hsc_p": 73.0,
-                    "hsc_b": "Central",
-                    "hsc_s": "Commerce",
-                    "degree_p": 73.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 75.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 73.33,
-                    "status": "Placed",
-                    "salary": 350000.0
-                }
-            },
-            {
-                "scenario_id": "037",
-                "features": {
-                    "sl_no": 27,
-                    "gender": "M",
-                    "ssc_p": 71.0,
-                    "ssc_b": "Others",
-                    "hsc_p": 79.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Commerce",
-                    "degree_p": 66.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "Yes",
-                    "etest_p": 94.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 57.55,
-                    "status": "Placed",
-                    "salary": 240000.0
-                }
-            },
-            {
-                "scenario_id": "038",
-                "features": {
-                    "sl_no": 200,
-                    "gender": "M",
-                    "ssc_p": 69.0,
-                    "ssc_b": "Others",
-                    "hsc_p": 65.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Commerce",
-                    "degree_p": 57.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 73.0,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 55.8,
-                    "status": "Placed",
-                    "salary": 265000.0
-                }
-            },
-            {
-                "scenario_id": "039",
-                "features": {
-                    "sl_no": 68,
-                    "gender": "M",
-                    "ssc_p": 80.92,
-                    "ssc_b": "Others",
-                    "hsc_p": 78.5,
-                    "hsc_b": "Others",
-                    "hsc_s": "Commerce",
-                    "degree_p": 67.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 68.71,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 60.99,
-                    "status": "Placed",
-                    "salary": 275000.0
-                }
-            },
-            {
-                "scenario_id": "040",
-                "features": {
-                    "sl_no": 114,
-                    "gender": "F",
-                    "ssc_p": 73.96,
-                    "ssc_b": "Others",
-                    "hsc_p": 79.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Commerce",
-                    "degree_p": 67.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 72.15,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 63.08,
-                    "status": "Placed",
-                    "salary": 280000.0
-                }
-            },
-            {
-                "scenario_id": "041",
-                "features": {
-                    "sl_no": 87,
-                    "gender": "M",
-                    "ssc_p": 62.0,
-                    "ssc_b": "Others",
-                    "hsc_p": 63.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Commerce",
-                    "degree_p": 64.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 67.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 57.03,
-                    "status": "Placed",
-                    "salary": 220000.0
-                }
-            },
-            {
-                "scenario_id": "042",
-                "features": {
-                    "sl_no": 20,
-                    "gender": "M",
-                    "ssc_p": 60.0,
-                    "ssc_b": "Others",
-                    "hsc_p": 67.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Arts",
-                    "degree_p": 70.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "Yes",
-                    "etest_p": 50.48,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 77.89,
-                    "status": "Placed",
-                    "salary": 236000.0
-                }
-            }
-        ],
-        "target_column": "salary",
-        "task_sub_type": "regression",
-        "ranking_ground_truth": {
-            "top_k_ids": [
-                "012",
-                "006",
-                "018",
-                "034",
-                "017",
-                "036",
-                "014"
-            ]
-        },
-        "sort_direction": "high"
-    },
-    "response": "",
-    "evaluation_score": {}
-}
\ No newline at end of file
+    "sort_direction": "high",
+    "active_filters": [
+      {
+        "col": "status",
+        "op": "==",
+        "val": "Placed"
+      }
+    ]
+  },
+  "response": "",
+  "evaluation_score": {}
+}
diff --git a/ranking_and_filtering/finance/regression/Campus_Recruitment_B4/Campus_Recruitment_B4_005/Campus_Recruitment_B4_005_current.json b/ranking_and_filtering/finance/regression/Campus_Recruitment_B4/Campus_Recruitment_B4_005/Campus_Recruitment_B4_005_current.json
index c64ffcaecc307ca79a2b6644a1c86aba5b77c183..585ab2f6b79dccd2ef67ab2daf24691548f98e49 100644
--- a/ranking_and_filtering/finance/regression/Campus_Recruitment_B4/Campus_Recruitment_B4_005/Campus_Recruitment_B4_005_current.json
+++ b/ranking_and_filtering/finance/regression/Campus_Recruitment_B4/Campus_Recruitment_B4_005/Campus_Recruitment_B4_005_current.json
@@ -1,862 +1,867 @@
 {
-    "id": "005",
-    "task_type": "B4",
-    "subtask_type": "filter",
-    "perspective": "data_holder",
-    "dataset_name": "Campus Recruitment",
-    "table_path": "output/finance/regression/Campus Recruitment_B4/Campus Recruitment_B4_005/test.csv",
-    "query": "Our leadership team is focusing on high-achievers from central boards for our premium management trainee program. From our historical placement records, identify the top 3 candidates who completed their higher secondary education from a central board with a specialization in Commerce. Among these candidates, project which ones are expected to command the highest starting salaries, ranking them accordingly.",
-    "meta_info": {
-        "domain": "finance"
+  "id": "005",
+  "task_type": "B4",
+  "subtask_type": "filter",
+  "perspective": "data_holder",
+  "dataset_name": "Campus Recruitment",
+  "table_path": "output/finance/regression/Campus Recruitment_B4/Campus Recruitment_B4_005/test.csv",
+  "query": "Our leadership team is focusing on high-achievers from central boards for our premium management trainee program. Using our historical placement records, identify the top 3 candidates in the new batch who are recorded as placed and completed their higher secondary education from a central board with a specialization in Commerce. Among these candidates, project which ones are expected to command the highest starting salaries, ranking them accordingly.",
+  "meta_info": {
+    "domain": "finance"
+  },
+  "final_decision": {},
+  "what_if": {},
+  "ground_truth": {
+    "extracted_features": [
+      {
+        "scenario_id": "001",
+        "features": {
+          "sl_no": 4,
+          "gender": "M",
+          "ssc_p": 56.0,
+          "ssc_b": "Central",
+          "hsc_p": 52.0,
+          "hsc_b": "Central",
+          "hsc_s": "Science",
+          "degree_p": 52.0,
+          "degree_t": "Sci&Tech",
+          "workex": "No",
+          "etest_p": 66.0,
+          "specialisation": "Mkt&HR",
+          "mba_p": 59.43,
+          "status": "Not Placed",
+          "salary": null
+        }
+      },
+      {
+        "scenario_id": "002",
+        "features": {
+          "sl_no": 136,
+          "gender": "F",
+          "ssc_p": 72.0,
+          "ssc_b": "Central",
+          "hsc_p": 56.0,
+          "hsc_b": "Others",
+          "hsc_s": "Science",
+          "degree_p": 69.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 55.6,
+          "specialisation": "Mkt&HR",
+          "mba_p": 65.63,
+          "status": "Placed",
+          "salary": 200000.0
+        }
+      },
+      {
+        "scenario_id": "003",
+        "features": {
+          "sl_no": 172,
+          "gender": "M",
+          "ssc_p": 80.0,
+          "ssc_b": "Others",
+          "hsc_p": 80.0,
+          "hsc_b": "Others",
+          "hsc_s": "Commerce",
+          "degree_p": 72.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "Yes",
+          "etest_p": 63.79,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 66.04,
+          "status": "Placed",
+          "salary": 290000.0
+        }
+      },
+      {
+        "scenario_id": "004",
+        "features": {
+          "sl_no": 114,
+          "gender": "F",
+          "ssc_p": 73.96,
+          "ssc_b": "Others",
+          "hsc_p": 79.0,
+          "hsc_b": "Others",
+          "hsc_s": "Commerce",
+          "degree_p": 67.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 72.15,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 63.08,
+          "status": "Placed",
+          "salary": 280000.0
+        }
+      },
+      {
+        "scenario_id": "005",
+        "features": {
+          "sl_no": 86,
+          "gender": "F",
+          "ssc_p": 83.84,
+          "ssc_b": "Others",
+          "hsc_p": 89.83,
+          "hsc_b": "Others",
+          "hsc_s": "Commerce",
+          "degree_p": 77.2,
+          "degree_t": "Comm&Mgmt",
+          "workex": "Yes",
+          "etest_p": 78.74,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 76.18,
+          "status": "Placed",
+          "salary": 400000.0
+        }
+      },
+      {
+        "scenario_id": "006",
+        "features": {
+          "sl_no": 39,
+          "gender": "F",
+          "ssc_p": 73.0,
+          "ssc_b": "Others",
+          "hsc_p": 58.0,
+          "hsc_b": "Others",
+          "hsc_s": "Science",
+          "degree_p": 66.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 53.7,
+          "specialisation": "Mkt&HR",
+          "mba_p": 56.86,
+          "status": "Placed",
+          "salary": 240000.0
+        }
+      },
+      {
+        "scenario_id": "007",
+        "features": {
+          "sl_no": 99,
+          "gender": "F",
+          "ssc_p": 69.0,
+          "ssc_b": "Central",
+          "hsc_p": 73.0,
+          "hsc_b": "Central",
+          "hsc_s": "Commerce",
+          "degree_p": 65.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 70.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 57.31,
+          "status": "Placed",
+          "salary": 220000.0
+        }
+      },
+      {
+        "scenario_id": "008",
+        "features": {
+          "sl_no": 109,
+          "gender": "M",
+          "ssc_p": 61.0,
+          "ssc_b": "Central",
+          "hsc_p": 82.0,
+          "hsc_b": "Central",
+          "hsc_s": "Commerce",
+          "degree_p": 69.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 84.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 58.31,
+          "status": "Placed",
+          "salary": 300000.0
+        }
+      },
+      {
+        "scenario_id": "009",
+        "features": {
+          "sl_no": 58,
+          "gender": "M",
+          "ssc_p": 68.0,
+          "ssc_b": "Central",
+          "hsc_p": 76.0,
+          "hsc_b": "Central",
+          "hsc_s": "Commerce",
+          "degree_p": 74.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 80.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 63.59,
+          "status": "Placed",
+          "salary": 360000.0
+        }
+      },
+      {
+        "scenario_id": "010",
+        "features": {
+          "sl_no": 178,
+          "gender": "F",
+          "ssc_p": 73.0,
+          "ssc_b": "Central",
+          "hsc_p": 97.0,
+          "hsc_b": "Others",
+          "hsc_s": "Commerce",
+          "degree_p": 79.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "Yes",
+          "etest_p": 89.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 70.81,
+          "status": "Placed",
+          "salary": 650000.0
+        }
+      },
+      {
+        "scenario_id": "011",
+        "features": {
+          "sl_no": 37,
+          "gender": "M",
+          "ssc_p": 51.0,
+          "ssc_b": "Central",
+          "hsc_p": 44.0,
+          "hsc_b": "Central",
+          "hsc_s": "Commerce",
+          "degree_p": 57.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 64.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 51.45,
+          "status": "Not Placed",
+          "salary": null
+        }
+      },
+      {
+        "scenario_id": "012",
+        "features": {
+          "sl_no": 152,
+          "gender": "M",
+          "ssc_p": 65.0,
+          "ssc_b": "Central",
+          "hsc_p": 65.0,
+          "hsc_b": "Central",
+          "hsc_s": "Commerce",
+          "degree_p": 75.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 83.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 58.87,
+          "status": "Placed",
+          "salary": 270000.0
+        }
+      },
+      {
+        "scenario_id": "013",
+        "features": {
+          "sl_no": 19,
+          "gender": "F",
+          "ssc_p": 63.0,
+          "ssc_b": "Central",
+          "hsc_p": 66.0,
+          "hsc_b": "Central",
+          "hsc_s": "Commerce",
+          "degree_p": 64.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 68.0,
+          "specialisation": "Mkt&HR",
+          "mba_p": 64.08,
+          "status": "Not Placed",
+          "salary": null
+        }
+      },
+      {
+        "scenario_id": "014",
+        "features": {
+          "sl_no": 56,
+          "gender": "M",
+          "ssc_p": 60.4,
+          "ssc_b": "Central",
+          "hsc_p": 66.6,
+          "hsc_b": "Others",
+          "hsc_s": "Science",
+          "degree_p": 65.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 71.0,
+          "specialisation": "Mkt&HR",
+          "mba_p": 52.71,
+          "status": "Placed",
+          "salary": 220000.0
+        }
+      },
+      {
+        "scenario_id": "015",
+        "features": {
+          "sl_no": 166,
+          "gender": "F",
+          "ssc_p": 63.3,
+          "ssc_b": "Central",
+          "hsc_p": 78.33,
+          "hsc_b": "Others",
+          "hsc_s": "Commerce",
+          "degree_p": 74.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 80.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 74.56,
+          "status": "Not Placed",
+          "salary": null
+        }
+      },
+      {
+        "scenario_id": "016",
+        "features": {
+          "sl_no": 42,
+          "gender": "F",
+          "ssc_p": 74.0,
+          "ssc_b": "Others",
+          "hsc_p": 63.16,
+          "hsc_b": "Others",
+          "hsc_s": "Commerce",
+          "degree_p": 65.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "Yes",
+          "etest_p": 65.0,
+          "specialisation": "Mkt&HR",
+          "mba_p": 69.76,
+          "status": "Not Placed",
+          "salary": null
+        }
+      },
+      {
+        "scenario_id": "017",
+        "features": {
+          "sl_no": 94,
+          "gender": "M",
+          "ssc_p": 52.0,
+          "ssc_b": "Central",
+          "hsc_p": 62.0,
+          "hsc_b": "Central",
+          "hsc_s": "Commerce",
+          "degree_p": 54.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 72.0,
+          "specialisation": "Mkt&HR",
+          "mba_p": 55.41,
+          "status": "Not Placed",
+          "salary": null
+        }
+      },
+      {
+        "scenario_id": "018",
+        "features": {
+          "sl_no": 129,
+          "gender": "M",
+          "ssc_p": 80.4,
+          "ssc_b": "Central",
+          "hsc_p": 73.4,
+          "hsc_b": "Central",
+          "hsc_s": "Science",
+          "degree_p": 77.72,
+          "degree_t": "Sci&Tech",
+          "workex": "Yes",
+          "etest_p": 81.2,
+          "specialisation": "Mkt&HR",
+          "mba_p": 76.26,
+          "status": "Placed",
+          "salary": 400000.0
+        }
+      },
+      {
+        "scenario_id": "019",
+        "features": {
+          "sl_no": 206,
+          "gender": "M",
+          "ssc_p": 61.0,
+          "ssc_b": "Others",
+          "hsc_p": 62.0,
+          "hsc_b": "Others",
+          "hsc_s": "Commerce",
+          "degree_p": 65.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 62.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 56.81,
+          "status": "Placed",
+          "salary": 250000.0
+        }
+      },
+      {
+        "scenario_id": "020",
+        "features": {
+          "sl_no": 57,
+          "gender": "M",
+          "ssc_p": 63.0,
+          "ssc_b": "Others",
+          "hsc_p": 71.4,
+          "hsc_b": "Others",
+          "hsc_s": "Commerce",
+          "degree_p": 61.4,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 68.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 66.88,
+          "status": "Placed",
+          "salary": 240000.0
+        }
+      },
+      {
+        "scenario_id": "021",
+        "features": {
+          "sl_no": 175,
+          "gender": "M",
+          "ssc_p": 73.24,
+          "ssc_b": "Others",
+          "hsc_p": 50.83,
+          "hsc_b": "Others",
+          "hsc_s": "Science",
+          "degree_p": 64.27,
+          "degree_t": "Sci&Tech",
+          "workex": "Yes",
+          "etest_p": 64.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 66.23,
+          "status": "Placed",
+          "salary": 500000.0
+        }
+      },
+      {
+        "scenario_id": "022",
+        "features": {
+          "sl_no": 180,
+          "gender": "F",
+          "ssc_p": 77.8,
+          "ssc_b": "Central",
+          "hsc_p": 64.0,
+          "hsc_b": "Central",
+          "hsc_s": "Science",
+          "degree_p": 64.2,
+          "degree_t": "Sci&Tech",
+          "workex": "No",
+          "etest_p": 75.5,
+          "specialisation": "Mkt&HR",
+          "mba_p": 72.14,
+          "status": "Not Placed",
+          "salary": null
+        }
+      },
+      {
+        "scenario_id": "023",
+        "features": {
+          "sl_no": 176,
+          "gender": "M",
+          "ssc_p": 63.0,
+          "ssc_b": "Others",
+          "hsc_p": 62.0,
+          "hsc_b": "Others",
+          "hsc_s": "Science",
+          "degree_p": 65.0,
+          "degree_t": "Sci&Tech",
+          "workex": "No",
+          "etest_p": 87.5,
+          "specialisation": "Mkt&HR",
+          "mba_p": 60.69,
+          "status": "Not Placed",
+          "salary": null
+        }
+      },
+      {
+        "scenario_id": "024",
+        "features": {
+          "sl_no": 169,
+          "gender": "F",
+          "ssc_p": 48.0,
+          "ssc_b": "Central",
+          "hsc_p": 51.0,
+          "hsc_b": "Central",
+          "hsc_s": "Commerce",
+          "degree_p": 58.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "Yes",
+          "etest_p": 60.0,
+          "specialisation": "Mkt&HR",
+          "mba_p": 58.79,
+          "status": "Not Placed",
+          "salary": null
+        }
+      },
+      {
+        "scenario_id": "025",
+        "features": {
+          "sl_no": 10,
+          "gender": "M",
+          "ssc_p": 58.0,
+          "ssc_b": "Central",
+          "hsc_p": 70.0,
+          "hsc_b": "Central",
+          "hsc_s": "Commerce",
+          "degree_p": 61.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 54.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 52.21,
+          "status": "Not Placed",
+          "salary": null
+        }
+      },
+      {
+        "scenario_id": "026",
+        "features": {
+          "sl_no": 171,
+          "gender": "F",
+          "ssc_p": 63.4,
+          "ssc_b": "Others",
+          "hsc_p": 67.2,
+          "hsc_b": "Others",
+          "hsc_s": "Commerce",
+          "degree_p": 60.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 58.06,
+          "specialisation": "Mkt&HR",
+          "mba_p": 69.28,
+          "status": "Not Placed",
+          "salary": null
+        }
+      },
+      {
+        "scenario_id": "027",
+        "features": {
+          "sl_no": 49,
+          "gender": "M",
+          "ssc_p": 63.0,
+          "ssc_b": "Others",
+          "hsc_p": 62.0,
+          "hsc_b": "Others",
+          "hsc_s": "Commerce",
+          "degree_p": 68.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 64.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 62.46,
+          "status": "Placed",
+          "salary": 250000.0
+        }
+      },
+      {
+        "scenario_id": "028",
+        "features": {
+          "sl_no": 120,
+          "gender": "M",
+          "ssc_p": 60.8,
+          "ssc_b": "Central",
+          "hsc_p": 68.4,
+          "hsc_b": "Central",
+          "hsc_s": "Commerce",
+          "degree_p": 64.6,
+          "degree_t": "Comm&Mgmt",
+          "workex": "Yes",
+          "etest_p": 82.66,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 64.34,
+          "status": "Placed",
+          "salary": 940000.0
+        }
+      },
+      {
+        "scenario_id": "029",
+        "features": {
+          "sl_no": 44,
+          "gender": "M",
+          "ssc_p": 87.0,
+          "ssc_b": "Others",
+          "hsc_p": 87.0,
+          "hsc_b": "Others",
+          "hsc_s": "Commerce",
+          "degree_p": 68.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 95.0,
+          "specialisation": "Mkt&HR",
+          "mba_p": 62.9,
+          "status": "Placed",
+          "salary": 300000.0
+        }
+      },
+      {
+        "scenario_id": "030",
+        "features": {
+          "sl_no": 163,
+          "gender": "M",
+          "ssc_p": 74.2,
+          "ssc_b": "Central",
+          "hsc_p": 87.6,
+          "hsc_b": "Others",
+          "hsc_s": "Commerce",
+          "degree_p": 77.25,
+          "degree_t": "Comm&Mgmt",
+          "workex": "Yes",
+          "etest_p": 75.2,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 66.06,
+          "status": "Placed",
+          "salary": 285000.0
+        }
+      },
+      {
+        "scenario_id": "031",
+        "features": {
+          "sl_no": 1,
+          "gender": "M",
+          "ssc_p": 67.0,
+          "ssc_b": "Others",
+          "hsc_p": 91.0,
+          "hsc_b": "Others",
+          "hsc_s": "Commerce",
+          "degree_p": 58.0,
+          "degree_t": "Sci&Tech",
+          "workex": "No",
+          "etest_p": 55.0,
+          "specialisation": "Mkt&HR",
+          "mba_p": 58.8,
+          "status": "Placed",
+          "salary": 270000.0
+        }
+      },
+      {
+        "scenario_id": "032",
+        "features": {
+          "sl_no": 104,
+          "gender": "M",
+          "ssc_p": 73.0,
+          "ssc_b": "Central",
+          "hsc_p": 78.0,
+          "hsc_b": "Central",
+          "hsc_s": "Science",
+          "degree_p": 73.0,
+          "degree_t": "Sci&Tech",
+          "workex": "Yes",
+          "etest_p": 85.0,
+          "specialisation": "Mkt&HR",
+          "mba_p": 65.83,
+          "status": "Placed",
+          "salary": 240000.0
+        }
+      },
+      {
+        "scenario_id": "033",
+        "features": {
+          "sl_no": 186,
+          "gender": "F",
+          "ssc_p": 88.0,
+          "ssc_b": "Central",
+          "hsc_p": 72.0,
+          "hsc_b": "Central",
+          "hsc_s": "Science",
+          "degree_p": 78.0,
+          "degree_t": "Others",
+          "workex": "No",
+          "etest_p": 82.0,
+          "specialisation": "Mkt&HR",
+          "mba_p": 71.43,
+          "status": "Placed",
+          "salary": 252000.0
+        }
+      },
+      {
+        "scenario_id": "034",
+        "features": {
+          "sl_no": 88,
+          "gender": "M",
+          "ssc_p": 59.6,
+          "ssc_b": "Central",
+          "hsc_p": 51.0,
+          "hsc_b": "Central",
+          "hsc_s": "Science",
+          "degree_p": 60.0,
+          "degree_t": "Others",
+          "workex": "No",
+          "etest_p": 75.0,
+          "specialisation": "Mkt&HR",
+          "mba_p": 59.08,
+          "status": "Not Placed",
+          "salary": null
+        }
+      },
+      {
+        "scenario_id": "035",
+        "features": {
+          "sl_no": 28,
+          "gender": "M",
+          "ssc_p": 63.0,
+          "ssc_b": "Others",
+          "hsc_p": 67.0,
+          "hsc_b": "Others",
+          "hsc_s": "Commerce",
+          "degree_p": 66.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 68.0,
+          "specialisation": "Mkt&HR",
+          "mba_p": 57.69,
+          "status": "Placed",
+          "salary": 265000.0
+        }
+      },
+      {
+        "scenario_id": "036",
+        "features": {
+          "sl_no": 190,
+          "gender": "F",
+          "ssc_p": 54.0,
+          "ssc_b": "Central",
+          "hsc_p": 77.6,
+          "hsc_b": "Others",
+          "hsc_s": "Commerce",
+          "degree_p": 69.2,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 95.65,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 66.94,
+          "status": "Not Placed",
+          "salary": null
+        }
+      },
+      {
+        "scenario_id": "039",
+        "features": {
+          "sl_no": 93,
+          "gender": "F",
+          "ssc_p": 60.23,
+          "ssc_b": "Central",
+          "hsc_p": 69.0,
+          "hsc_b": "Central",
+          "hsc_s": "Science",
+          "degree_p": 66.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 72.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 59.47,
+          "status": "Placed",
+          "salary": 230000.0
+        }
+      },
+      {
+        "scenario_id": "040",
+        "features": {
+          "sl_no": 101,
+          "gender": "F",
+          "ssc_p": 45.0,
+          "ssc_b": "Others",
+          "hsc_p": 57.0,
+          "hsc_b": "Others",
+          "hsc_s": "Commerce",
+          "degree_p": 58.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "Yes",
+          "etest_p": 56.39,
+          "specialisation": "Mkt&HR",
+          "mba_p": 64.95,
+          "status": "Not Placed",
+          "salary": null
+        }
+      },
+      {
+        "scenario_id": "041",
+        "features": {
+          "sl_no": 77,
+          "gender": "F",
+          "ssc_p": 66.5,
+          "ssc_b": "Others",
+          "hsc_p": 70.4,
+          "hsc_b": "Central",
+          "hsc_s": "Arts",
+          "degree_p": 71.93,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 61.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 64.27,
+          "status": "Placed",
+          "salary": 230000.0
+        }
+      },
+      {
+        "scenario_id": "042",
+        "features": {
+          "sl_no": 174,
+          "gender": "F",
+          "ssc_p": 52.0,
+          "ssc_b": "Others",
+          "hsc_p": 52.0,
+          "hsc_b": "Others",
+          "hsc_s": "Science",
+          "degree_p": 55.0,
+          "degree_t": "Sci&Tech",
+          "workex": "No",
+          "etest_p": 67.0,
+          "specialisation": "Mkt&HR",
+          "mba_p": 59.32,
+          "status": "Not Placed",
+          "salary": null
+        }
+      },
+      {
+        "scenario_id": "043",
+        "features": {
+          "sl_no": 211,
+          "gender": "M",
+          "ssc_p": 80.6,
+          "ssc_b": "Others",
+          "hsc_p": 82.0,
+          "hsc_b": "Others",
+          "hsc_s": "Commerce",
+          "degree_p": 77.6,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 91.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 74.49,
+          "status": "Placed",
+          "salary": 400000.0
+        }
+      }
+    ],
+    "target_column": "salary",
+    "task_sub_type": "regression",
+    "ranking_ground_truth": {
+      "top_k_ids": [
+        "028",
+        "009",
+        "008"
+      ]
     },
-    "final_decision": {},
-    "what_if": {},
-    "ground_truth": {
-        "extracted_features": [
-            {
-                "scenario_id": "001",
-                "features": {
-                    "sl_no": 4,
-                    "gender": "M",
-                    "ssc_p": 56.0,
-                    "ssc_b": "Central",
-                    "hsc_p": 52.0,
-                    "hsc_b": "Central",
-                    "hsc_s": "Science",
-                    "degree_p": 52.0,
-                    "degree_t": "Sci&Tech",
-                    "workex": "No",
-                    "etest_p": 66.0,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 59.43,
-                    "status": "Not Placed",
-                    "salary": null
-                }
-            },
-            {
-                "scenario_id": "002",
-                "features": {
-                    "sl_no": 136,
-                    "gender": "F",
-                    "ssc_p": 72.0,
-                    "ssc_b": "Central",
-                    "hsc_p": 56.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Science",
-                    "degree_p": 69.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 55.6,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 65.63,
-                    "status": "Placed",
-                    "salary": 200000.0
-                }
-            },
-            {
-                "scenario_id": "003",
-                "features": {
-                    "sl_no": 172,
-                    "gender": "M",
-                    "ssc_p": 80.0,
-                    "ssc_b": "Others",
-                    "hsc_p": 80.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Commerce",
-                    "degree_p": 72.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "Yes",
-                    "etest_p": 63.79,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 66.04,
-                    "status": "Placed",
-                    "salary": 290000.0
-                }
-            },
-            {
-                "scenario_id": "004",
-                "features": {
-                    "sl_no": 114,
-                    "gender": "F",
-                    "ssc_p": 73.96,
-                    "ssc_b": "Others",
-                    "hsc_p": 79.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Commerce",
-                    "degree_p": 67.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 72.15,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 63.08,
-                    "status": "Placed",
-                    "salary": 280000.0
-                }
-            },
-            {
-                "scenario_id": "005",
-                "features": {
-                    "sl_no": 86,
-                    "gender": "F",
-                    "ssc_p": 83.84,
-                    "ssc_b": "Others",
-                    "hsc_p": 89.83,
-                    "hsc_b": "Others",
-                    "hsc_s": "Commerce",
-                    "degree_p": 77.2,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "Yes",
-                    "etest_p": 78.74,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 76.18,
-                    "status": "Placed",
-                    "salary": 400000.0
-                }
-            },
-            {
-                "scenario_id": "006",
-                "features": {
-                    "sl_no": 39,
-                    "gender": "F",
-                    "ssc_p": 73.0,
-                    "ssc_b": "Others",
-                    "hsc_p": 58.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Science",
-                    "degree_p": 66.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 53.7,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 56.86,
-                    "status": "Placed",
-                    "salary": 240000.0
-                }
-            },
-            {
-                "scenario_id": "007",
-                "features": {
-                    "sl_no": 99,
-                    "gender": "F",
-                    "ssc_p": 69.0,
-                    "ssc_b": "Central",
-                    "hsc_p": 73.0,
-                    "hsc_b": "Central",
-                    "hsc_s": "Commerce",
-                    "degree_p": 65.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 70.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 57.31,
-                    "status": "Placed",
-                    "salary": 220000.0
-                }
-            },
-            {
-                "scenario_id": "008",
-                "features": {
-                    "sl_no": 109,
-                    "gender": "M",
-                    "ssc_p": 61.0,
-                    "ssc_b": "Central",
-                    "hsc_p": 82.0,
-                    "hsc_b": "Central",
-                    "hsc_s": "Commerce",
-                    "degree_p": 69.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 84.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 58.31,
-                    "status": "Placed",
-                    "salary": 300000.0
-                }
-            },
-            {
-                "scenario_id": "009",
-                "features": {
-                    "sl_no": 58,
-                    "gender": "M",
-                    "ssc_p": 68.0,
-                    "ssc_b": "Central",
-                    "hsc_p": 76.0,
-                    "hsc_b": "Central",
-                    "hsc_s": "Commerce",
-                    "degree_p": 74.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 80.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 63.59,
-                    "status": "Placed",
-                    "salary": 360000.0
-                }
-            },
-            {
-                "scenario_id": "010",
-                "features": {
-                    "sl_no": 178,
-                    "gender": "F",
-                    "ssc_p": 73.0,
-                    "ssc_b": "Central",
-                    "hsc_p": 97.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Commerce",
-                    "degree_p": 79.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "Yes",
-                    "etest_p": 89.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 70.81,
-                    "status": "Placed",
-                    "salary": 650000.0
-                }
-            },
-            {
-                "scenario_id": "011",
-                "features": {
-                    "sl_no": 37,
-                    "gender": "M",
-                    "ssc_p": 51.0,
-                    "ssc_b": "Central",
-                    "hsc_p": 44.0,
-                    "hsc_b": "Central",
-                    "hsc_s": "Commerce",
-                    "degree_p": 57.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 64.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 51.45,
-                    "status": "Not Placed",
-                    "salary": null
-                }
-            },
-            {
-                "scenario_id": "012",
-                "features": {
-                    "sl_no": 152,
-                    "gender": "M",
-                    "ssc_p": 65.0,
-                    "ssc_b": "Central",
-                    "hsc_p": 65.0,
-                    "hsc_b": "Central",
-                    "hsc_s": "Commerce",
-                    "degree_p": 75.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 83.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 58.87,
-                    "status": "Placed",
-                    "salary": 270000.0
-                }
-            },
-            {
-                "scenario_id": "013",
-                "features": {
-                    "sl_no": 19,
-                    "gender": "F",
-                    "ssc_p": 63.0,
-                    "ssc_b": "Central",
-                    "hsc_p": 66.0,
-                    "hsc_b": "Central",
-                    "hsc_s": "Commerce",
-                    "degree_p": 64.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 68.0,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 64.08,
-                    "status": "Not Placed",
-                    "salary": null
-                }
-            },
-            {
-                "scenario_id": "014",
-                "features": {
-                    "sl_no": 56,
-                    "gender": "M",
-                    "ssc_p": 60.4,
-                    "ssc_b": "Central",
-                    "hsc_p": 66.6,
-                    "hsc_b": "Others",
-                    "hsc_s": "Science",
-                    "degree_p": 65.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 71.0,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 52.71,
-                    "status": "Placed",
-                    "salary": 220000.0
-                }
-            },
-            {
-                "scenario_id": "015",
-                "features": {
-                    "sl_no": 166,
-                    "gender": "F",
-                    "ssc_p": 63.3,
-                    "ssc_b": "Central",
-                    "hsc_p": 78.33,
-                    "hsc_b": "Others",
-                    "hsc_s": "Commerce",
-                    "degree_p": 74.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 80.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 74.56,
-                    "status": "Not Placed",
-                    "salary": null
-                }
-            },
-            {
-                "scenario_id": "016",
-                "features": {
-                    "sl_no": 42,
-                    "gender": "F",
-                    "ssc_p": 74.0,
-                    "ssc_b": "Others",
-                    "hsc_p": 63.16,
-                    "hsc_b": "Others",
-                    "hsc_s": "Commerce",
-                    "degree_p": 65.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "Yes",
-                    "etest_p": 65.0,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 69.76,
-                    "status": "Not Placed",
-                    "salary": null
-                }
-            },
-            {
-                "scenario_id": "017",
-                "features": {
-                    "sl_no": 94,
-                    "gender": "M",
-                    "ssc_p": 52.0,
-                    "ssc_b": "Central",
-                    "hsc_p": 62.0,
-                    "hsc_b": "Central",
-                    "hsc_s": "Commerce",
-                    "degree_p": 54.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 72.0,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 55.41,
-                    "status": "Not Placed",
-                    "salary": null
-                }
-            },
-            {
-                "scenario_id": "018",
-                "features": {
-                    "sl_no": 129,
-                    "gender": "M",
-                    "ssc_p": 80.4,
-                    "ssc_b": "Central",
-                    "hsc_p": 73.4,
-                    "hsc_b": "Central",
-                    "hsc_s": "Science",
-                    "degree_p": 77.72,
-                    "degree_t": "Sci&Tech",
-                    "workex": "Yes",
-                    "etest_p": 81.2,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 76.26,
-                    "status": "Placed",
-                    "salary": 400000.0
-                }
-            },
-            {
-                "scenario_id": "019",
-                "features": {
-                    "sl_no": 206,
-                    "gender": "M",
-                    "ssc_p": 61.0,
-                    "ssc_b": "Others",
-                    "hsc_p": 62.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Commerce",
-                    "degree_p": 65.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 62.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 56.81,
-                    "status": "Placed",
-                    "salary": 250000.0
-                }
-            },
-            {
-                "scenario_id": "020",
-                "features": {
-                    "sl_no": 57,
-                    "gender": "M",
-                    "ssc_p": 63.0,
-                    "ssc_b": "Others",
-                    "hsc_p": 71.4,
-                    "hsc_b": "Others",
-                    "hsc_s": "Commerce",
-                    "degree_p": 61.4,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 68.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 66.88,
-                    "status": "Placed",
-                    "salary": 240000.0
-                }
-            },
-            {
-                "scenario_id": "021",
-                "features": {
-                    "sl_no": 175,
-                    "gender": "M",
-                    "ssc_p": 73.24,
-                    "ssc_b": "Others",
-                    "hsc_p": 50.83,
-                    "hsc_b": "Others",
-                    "hsc_s": "Science",
-                    "degree_p": 64.27,
-                    "degree_t": "Sci&Tech",
-                    "workex": "Yes",
-                    "etest_p": 64.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 66.23,
-                    "status": "Placed",
-                    "salary": 500000.0
-                }
-            },
-            {
-                "scenario_id": "022",
-                "features": {
-                    "sl_no": 180,
-                    "gender": "F",
-                    "ssc_p": 77.8,
-                    "ssc_b": "Central",
-                    "hsc_p": 64.0,
-                    "hsc_b": "Central",
-                    "hsc_s": "Science",
-                    "degree_p": 64.2,
-                    "degree_t": "Sci&Tech",
-                    "workex": "No",
-                    "etest_p": 75.5,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 72.14,
-                    "status": "Not Placed",
-                    "salary": null
-                }
-            },
-            {
-                "scenario_id": "023",
-                "features": {
-                    "sl_no": 176,
-                    "gender": "M",
-                    "ssc_p": 63.0,
-                    "ssc_b": "Others",
-                    "hsc_p": 62.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Science",
-                    "degree_p": 65.0,
-                    "degree_t": "Sci&Tech",
-                    "workex": "No",
-                    "etest_p": 87.5,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 60.69,
-                    "status": "Not Placed",
-                    "salary": null
-                }
-            },
-            {
-                "scenario_id": "024",
-                "features": {
-                    "sl_no": 169,
-                    "gender": "F",
-                    "ssc_p": 48.0,
-                    "ssc_b": "Central",
-                    "hsc_p": 51.0,
-                    "hsc_b": "Central",
-                    "hsc_s": "Commerce",
-                    "degree_p": 58.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "Yes",
-                    "etest_p": 60.0,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 58.79,
-                    "status": "Not Placed",
-                    "salary": null
-                }
-            },
-            {
-                "scenario_id": "025",
-                "features": {
-                    "sl_no": 10,
-                    "gender": "M",
-                    "ssc_p": 58.0,
-                    "ssc_b": "Central",
-                    "hsc_p": 70.0,
-                    "hsc_b": "Central",
-                    "hsc_s": "Commerce",
-                    "degree_p": 61.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 54.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 52.21,
-                    "status": "Not Placed",
-                    "salary": null
-                }
-            },
-            {
-                "scenario_id": "026",
-                "features": {
-                    "sl_no": 171,
-                    "gender": "F",
-                    "ssc_p": 63.4,
-                    "ssc_b": "Others",
-                    "hsc_p": 67.2,
-                    "hsc_b": "Others",
-                    "hsc_s": "Commerce",
-                    "degree_p": 60.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 58.06,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 69.28,
-                    "status": "Not Placed",
-                    "salary": null
-                }
-            },
-            {
-                "scenario_id": "027",
-                "features": {
-                    "sl_no": 49,
-                    "gender": "M",
-                    "ssc_p": 63.0,
-                    "ssc_b": "Others",
-                    "hsc_p": 62.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Commerce",
-                    "degree_p": 68.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 64.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 62.46,
-                    "status": "Placed",
-                    "salary": 250000.0
-                }
-            },
-            {
-                "scenario_id": "028",
-                "features": {
-                    "sl_no": 120,
-                    "gender": "M",
-                    "ssc_p": 60.8,
-                    "ssc_b": "Central",
-                    "hsc_p": 68.4,
-                    "hsc_b": "Central",
-                    "hsc_s": "Commerce",
-                    "degree_p": 64.6,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "Yes",
-                    "etest_p": 82.66,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 64.34,
-                    "status": "Placed",
-                    "salary": 940000.0
-                }
-            },
-            {
-                "scenario_id": "029",
-                "features": {
-                    "sl_no": 44,
-                    "gender": "M",
-                    "ssc_p": 87.0,
-                    "ssc_b": "Others",
-                    "hsc_p": 87.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Commerce",
-                    "degree_p": 68.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 95.0,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 62.9,
-                    "status": "Placed",
-                    "salary": 300000.0
-                }
-            },
-            {
-                "scenario_id": "030",
-                "features": {
-                    "sl_no": 163,
-                    "gender": "M",
-                    "ssc_p": 74.2,
-                    "ssc_b": "Central",
-                    "hsc_p": 87.6,
-                    "hsc_b": "Others",
-                    "hsc_s": "Commerce",
-                    "degree_p": 77.25,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "Yes",
-                    "etest_p": 75.2,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 66.06,
-                    "status": "Placed",
-                    "salary": 285000.0
-                }
-            },
-            {
-                "scenario_id": "031",
-                "features": {
-                    "sl_no": 1,
-                    "gender": "M",
-                    "ssc_p": 67.0,
-                    "ssc_b": "Others",
-                    "hsc_p": 91.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Commerce",
-                    "degree_p": 58.0,
-                    "degree_t": "Sci&Tech",
-                    "workex": "No",
-                    "etest_p": 55.0,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 58.8,
-                    "status": "Placed",
-                    "salary": 270000.0
-                }
-            },
-            {
-                "scenario_id": "032",
-                "features": {
-                    "sl_no": 104,
-                    "gender": "M",
-                    "ssc_p": 73.0,
-                    "ssc_b": "Central",
-                    "hsc_p": 78.0,
-                    "hsc_b": "Central",
-                    "hsc_s": "Science",
-                    "degree_p": 73.0,
-                    "degree_t": "Sci&Tech",
-                    "workex": "Yes",
-                    "etest_p": 85.0,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 65.83,
-                    "status": "Placed",
-                    "salary": 240000.0
-                }
-            },
-            {
-                "scenario_id": "033",
-                "features": {
-                    "sl_no": 186,
-                    "gender": "F",
-                    "ssc_p": 88.0,
-                    "ssc_b": "Central",
-                    "hsc_p": 72.0,
-                    "hsc_b": "Central",
-                    "hsc_s": "Science",
-                    "degree_p": 78.0,
-                    "degree_t": "Others",
-                    "workex": "No",
-                    "etest_p": 82.0,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 71.43,
-                    "status": "Placed",
-                    "salary": 252000.0
-                }
-            },
-            {
-                "scenario_id": "034",
-                "features": {
-                    "sl_no": 88,
-                    "gender": "M",
-                    "ssc_p": 59.6,
-                    "ssc_b": "Central",
-                    "hsc_p": 51.0,
-                    "hsc_b": "Central",
-                    "hsc_s": "Science",
-                    "degree_p": 60.0,
-                    "degree_t": "Others",
-                    "workex": "No",
-                    "etest_p": 75.0,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 59.08,
-                    "status": "Not Placed",
-                    "salary": null
-                }
-            },
-            {
-                "scenario_id": "035",
-                "features": {
-                    "sl_no": 28,
-                    "gender": "M",
-                    "ssc_p": 63.0,
-                    "ssc_b": "Others",
-                    "hsc_p": 67.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Commerce",
-                    "degree_p": 66.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 68.0,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 57.69,
-                    "status": "Placed",
-                    "salary": 265000.0
-                }
-            },
-            {
-                "scenario_id": "036",
-                "features": {
-                    "sl_no": 190,
-                    "gender": "F",
-                    "ssc_p": 54.0,
-                    "ssc_b": "Central",
-                    "hsc_p": 77.6,
-                    "hsc_b": "Others",
-                    "hsc_s": "Commerce",
-                    "degree_p": 69.2,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 95.65,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 66.94,
-                    "status": "Not Placed",
-                    "salary": null
-                }
-            },
-            {
-                "scenario_id": "039",
-                "features": {
-                    "sl_no": 93,
-                    "gender": "F",
-                    "ssc_p": 60.23,
-                    "ssc_b": "Central",
-                    "hsc_p": 69.0,
-                    "hsc_b": "Central",
-                    "hsc_s": "Science",
-                    "degree_p": 66.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 72.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 59.47,
-                    "status": "Placed",
-                    "salary": 230000.0
-                }
-            },
-            {
-                "scenario_id": "040",
-                "features": {
-                    "sl_no": 101,
-                    "gender": "F",
-                    "ssc_p": 45.0,
-                    "ssc_b": "Others",
-                    "hsc_p": 57.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Commerce",
-                    "degree_p": 58.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "Yes",
-                    "etest_p": 56.39,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 64.95,
-                    "status": "Not Placed",
-                    "salary": null
-                }
-            },
-            {
-                "scenario_id": "041",
-                "features": {
-                    "sl_no": 77,
-                    "gender": "F",
-                    "ssc_p": 66.5,
-                    "ssc_b": "Others",
-                    "hsc_p": 70.4,
-                    "hsc_b": "Central",
-                    "hsc_s": "Arts",
-                    "degree_p": 71.93,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 61.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 64.27,
-                    "status": "Placed",
-                    "salary": 230000.0
-                }
-            },
-            {
-                "scenario_id": "042",
-                "features": {
-                    "sl_no": 174,
-                    "gender": "F",
-                    "ssc_p": 52.0,
-                    "ssc_b": "Others",
-                    "hsc_p": 52.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Science",
-                    "degree_p": 55.0,
-                    "degree_t": "Sci&Tech",
-                    "workex": "No",
-                    "etest_p": 67.0,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 59.32,
-                    "status": "Not Placed",
-                    "salary": null
-                }
-            },
-            {
-                "scenario_id": "043",
-                "features": {
-                    "sl_no": 211,
-                    "gender": "M",
-                    "ssc_p": 80.6,
-                    "ssc_b": "Others",
-                    "hsc_p": 82.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Commerce",
-                    "degree_p": 77.6,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 91.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 74.49,
-                    "status": "Placed",
-                    "salary": 400000.0
-                }
-            }
-        ],
-        "target_column": "salary",
-        "task_sub_type": "regression",
-        "ranking_ground_truth": {
-            "top_k_ids": [
-                "028",
-                "009",
-                "008"
-            ]
-        },
-        "active_filters": [
-            {
-                "col": "hsc_b",
-                "op": "==",
-                "val": "Central"
-            },
-            {
-                "col": "hsc_s",
-                "op": "==",
-                "val": "Commerce"
-            }
-        ],
-        "sort_direction": "high"
-    },
-    "response": "",
-    "evaluation_score": {}
-}
\ No newline at end of file
+    "active_filters": [
+      {
+        "col": "status",
+        "op": "==",
+        "val": "Placed"
+      },
+      {
+        "col": "hsc_b",
+        "op": "==",
+        "val": "Central"
+      },
+      {
+        "col": "hsc_s",
+        "op": "==",
+        "val": "Commerce"
+      }
+    ],
+    "sort_direction": "high"
+  },
+  "response": "",
+  "evaluation_score": {}
+}
diff --git a/ranking_and_filtering/finance/regression/Campus_Recruitment_B4/Campus_Recruitment_B4_006/Campus_Recruitment_B4_006_current.json b/ranking_and_filtering/finance/regression/Campus_Recruitment_B4/Campus_Recruitment_B4_006/Campus_Recruitment_B4_006_current.json
index 10d2c7fa098cc4162b482dc6e926fc7d16237fba..0c653b410fe11f84e55cdb1770412380243b3d98 100644
--- a/ranking_and_filtering/finance/regression/Campus_Recruitment_B4/Campus_Recruitment_B4_006/Campus_Recruitment_B4_006_current.json
+++ b/ranking_and_filtering/finance/regression/Campus_Recruitment_B4/Campus_Recruitment_B4_006/Campus_Recruitment_B4_006_current.json
@@ -1,904 +1,909 @@
 {
-    "id": "006",
-    "task_type": "B4",
-    "subtask_type": "filter",
-    "perspective": "data_holder",
-    "dataset_name": "Campus Recruitment",
-    "table_path": "output/finance/regression/Campus Recruitment_B4/Campus Recruitment_B4_006/test.csv",
-    "query": "We need to strategically allocate our limited internship conversion offers. Based on the placement history I provided, please shortlist the bottom 5 candidates from the Science stream in higher secondary who have prior work experience, ranked by their salary (lowest salary first), as we want to review those with the lowest salary potential for additional support.",
-    "meta_info": {
-        "domain": "finance"
+  "id": "006",
+  "task_type": "B4",
+  "subtask_type": "filter",
+  "perspective": "data_holder",
+  "dataset_name": "Campus Recruitment",
+  "table_path": "output/finance/regression/Campus Recruitment_B4/Campus Recruitment_B4_006/test.csv",
+  "query": "We need to strategically allocate our limited internship conversion offers. Based on the placement history I provided, please shortlist the bottom 5 candidates recorded as placed who studied Science in higher secondary and have prior work experience, ranked by their salary (lowest salary first), as we want to review those with the lowest salary potential for additional support.",
+  "meta_info": {
+    "domain": "finance"
+  },
+  "final_decision": {},
+  "what_if": {},
+  "ground_truth": {
+    "extracted_features": [
+      {
+        "scenario_id": "001",
+        "features": {
+          "sl_no": 24,
+          "gender": "F",
+          "ssc_p": 77.4,
+          "ssc_b": "Others",
+          "hsc_p": 60.0,
+          "hsc_b": "Others",
+          "hsc_s": "Science",
+          "degree_p": 64.74,
+          "degree_t": "Sci&Tech",
+          "workex": "Yes",
+          "etest_p": 92.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 63.62,
+          "status": "Placed",
+          "salary": 300000.0
+        }
+      },
+      {
+        "scenario_id": "002",
+        "features": {
+          "sl_no": 93,
+          "gender": "F",
+          "ssc_p": 60.23,
+          "ssc_b": "Central",
+          "hsc_p": 69.0,
+          "hsc_b": "Central",
+          "hsc_s": "Science",
+          "degree_p": 66.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 72.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 59.47,
+          "status": "Placed",
+          "salary": 230000.0
+        }
+      },
+      {
+        "scenario_id": "003",
+        "features": {
+          "sl_no": 69,
+          "gender": "F",
+          "ssc_p": 69.7,
+          "ssc_b": "Central",
+          "hsc_p": 47.0,
+          "hsc_b": "Central",
+          "hsc_s": "Commerce",
+          "degree_p": 72.7,
+          "degree_t": "Sci&Tech",
+          "workex": "No",
+          "etest_p": 79.0,
+          "specialisation": "Mkt&HR",
+          "mba_p": 59.24,
+          "status": "Not Placed",
+          "salary": null
+        }
+      },
+      {
+        "scenario_id": "004",
+        "features": {
+          "sl_no": 3,
+          "gender": "M",
+          "ssc_p": 65.0,
+          "ssc_b": "Central",
+          "hsc_p": 68.0,
+          "hsc_b": "Central",
+          "hsc_s": "Arts",
+          "degree_p": 64.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 75.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 57.8,
+          "status": "Placed",
+          "salary": 250000.0
+        }
+      },
+      {
+        "scenario_id": "005",
+        "features": {
+          "sl_no": 136,
+          "gender": "F",
+          "ssc_p": 72.0,
+          "ssc_b": "Central",
+          "hsc_p": 56.0,
+          "hsc_b": "Others",
+          "hsc_s": "Science",
+          "degree_p": 69.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 55.6,
+          "specialisation": "Mkt&HR",
+          "mba_p": 65.63,
+          "status": "Placed",
+          "salary": 200000.0
+        }
+      },
+      {
+        "scenario_id": "006",
+        "features": {
+          "sl_no": 92,
+          "gender": "M",
+          "ssc_p": 52.0,
+          "ssc_b": "Central",
+          "hsc_p": 57.0,
+          "hsc_b": "Central",
+          "hsc_s": "Commerce",
+          "degree_p": 50.8,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 67.0,
+          "specialisation": "Mkt&HR",
+          "mba_p": 62.79,
+          "status": "Not Placed",
+          "salary": null
+        }
+      },
+      {
+        "scenario_id": "007",
+        "features": {
+          "sl_no": 18,
+          "gender": "F",
+          "ssc_p": 55.0,
+          "ssc_b": "Central",
+          "hsc_p": 67.0,
+          "hsc_b": "Central",
+          "hsc_s": "Commerce",
+          "degree_p": 64.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 60.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 67.28,
+          "status": "Not Placed",
+          "salary": null
+        }
+      },
+      {
+        "scenario_id": "008",
+        "features": {
+          "sl_no": 78,
+          "gender": "M",
+          "ssc_p": 64.0,
+          "ssc_b": "Others",
+          "hsc_p": 80.0,
+          "hsc_b": "Others",
+          "hsc_s": "Science",
+          "degree_p": 65.0,
+          "degree_t": "Sci&Tech",
+          "workex": "Yes",
+          "etest_p": 69.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 57.65,
+          "status": "Placed",
+          "salary": 500000.0
+        }
+      },
+      {
+        "scenario_id": "009",
+        "features": {
+          "sl_no": 43,
+          "gender": "M",
+          "ssc_p": 49.0,
+          "ssc_b": "Others",
+          "hsc_p": 39.0,
+          "hsc_b": "Central",
+          "hsc_s": "Science",
+          "degree_p": 65.0,
+          "degree_t": "Others",
+          "workex": "No",
+          "etest_p": 63.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 51.21,
+          "status": "Not Placed",
+          "salary": null
+        }
+      },
+      {
+        "scenario_id": "010",
+        "features": {
+          "sl_no": 135,
+          "gender": "F",
+          "ssc_p": 77.44,
+          "ssc_b": "Central",
+          "hsc_p": 92.0,
+          "hsc_b": "Others",
+          "hsc_s": "Commerce",
+          "degree_p": 72.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "Yes",
+          "etest_p": 94.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 67.13,
+          "status": "Placed",
+          "salary": 250000.0
+        }
+      },
+      {
+        "scenario_id": "011",
+        "features": {
+          "sl_no": 199,
+          "gender": "F",
+          "ssc_p": 67.0,
+          "ssc_b": "Central",
+          "hsc_p": 70.0,
+          "hsc_b": "Central",
+          "hsc_s": "Commerce",
+          "degree_p": 65.0,
+          "degree_t": "Others",
+          "workex": "No",
+          "etest_p": 88.0,
+          "specialisation": "Mkt&HR",
+          "mba_p": 71.96,
+          "status": "Not Placed",
+          "salary": null
+        }
+      },
+      {
+        "scenario_id": "012",
+        "features": {
+          "sl_no": 103,
+          "gender": "F",
+          "ssc_p": 77.0,
+          "ssc_b": "Others",
+          "hsc_p": 61.0,
+          "hsc_b": "Others",
+          "hsc_s": "Commerce",
+          "degree_p": 68.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "Yes",
+          "etest_p": 57.5,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 61.31,
+          "status": "Placed",
+          "salary": 300000.0
+        }
+      },
+      {
+        "scenario_id": "013",
+        "features": {
+          "sl_no": 124,
+          "gender": "M",
+          "ssc_p": 74.0,
+          "ssc_b": "Others",
+          "hsc_p": 59.0,
+          "hsc_b": "Others",
+          "hsc_s": "Commerce",
+          "degree_p": 73.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "Yes",
+          "etest_p": 60.0,
+          "specialisation": "Mkt&HR",
+          "mba_p": 56.7,
+          "status": "Placed",
+          "salary": 240000.0
+        }
+      },
+      {
+        "scenario_id": "014",
+        "features": {
+          "sl_no": 159,
+          "gender": "M",
+          "ssc_p": 67.0,
+          "ssc_b": "Others",
+          "hsc_p": 63.0,
+          "hsc_b": "Others",
+          "hsc_s": "Science",
+          "degree_p": 64.0,
+          "degree_t": "Sci&Tech",
+          "workex": "No",
+          "etest_p": 60.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 61.87,
+          "status": "Not Placed",
+          "salary": null
+        }
+      },
+      {
+        "scenario_id": "015",
+        "features": {
+          "sl_no": 106,
+          "gender": "M",
+          "ssc_p": 59.0,
+          "ssc_b": "Central",
+          "hsc_p": 64.0,
+          "hsc_b": "Others",
+          "hsc_s": "Science",
+          "degree_p": 58.0,
+          "degree_t": "Sci&Tech",
+          "workex": "No",
+          "etest_p": 85.0,
+          "specialisation": "Mkt&HR",
+          "mba_p": 55.3,
+          "status": "Not Placed",
+          "salary": null
+        }
+      },
+      {
+        "scenario_id": "016",
+        "features": {
+          "sl_no": 178,
+          "gender": "F",
+          "ssc_p": 73.0,
+          "ssc_b": "Central",
+          "hsc_p": 97.0,
+          "hsc_b": "Others",
+          "hsc_s": "Commerce",
+          "degree_p": 79.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "Yes",
+          "etest_p": 89.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 70.81,
+          "status": "Placed",
+          "salary": 650000.0
+        }
+      },
+      {
+        "scenario_id": "017",
+        "features": {
+          "sl_no": 99,
+          "gender": "F",
+          "ssc_p": 69.0,
+          "ssc_b": "Central",
+          "hsc_p": 73.0,
+          "hsc_b": "Central",
+          "hsc_s": "Commerce",
+          "degree_p": 65.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 70.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 57.31,
+          "status": "Placed",
+          "salary": 220000.0
+        }
+      },
+      {
+        "scenario_id": "018",
+        "features": {
+          "sl_no": 168,
+          "gender": "M",
+          "ssc_p": 67.9,
+          "ssc_b": "Others",
+          "hsc_p": 62.0,
+          "hsc_b": "Others",
+          "hsc_s": "Science",
+          "degree_p": 67.0,
+          "degree_t": "Sci&Tech",
+          "workex": "Yes",
+          "etest_p": 58.1,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 75.71,
+          "status": "Not Placed",
+          "salary": null
+        }
+      },
+      {
+        "scenario_id": "019",
+        "features": {
+          "sl_no": 212,
+          "gender": "M",
+          "ssc_p": 58.0,
+          "ssc_b": "Others",
+          "hsc_p": 60.0,
+          "hsc_b": "Others",
+          "hsc_s": "Science",
+          "degree_p": 72.0,
+          "degree_t": "Sci&Tech",
+          "workex": "No",
+          "etest_p": 74.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 53.62,
+          "status": "Placed",
+          "salary": 275000.0
+        }
+      },
+      {
+        "scenario_id": "020",
+        "features": {
+          "sl_no": 70,
+          "gender": "M",
+          "ssc_p": 73.0,
+          "ssc_b": "Central",
+          "hsc_p": 73.0,
+          "hsc_b": "Central",
+          "hsc_s": "Science",
+          "degree_p": 66.0,
+          "degree_t": "Sci&Tech",
+          "workex": "Yes",
+          "etest_p": 70.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 68.07,
+          "status": "Placed",
+          "salary": 275000.0
+        }
+      },
+      {
+        "scenario_id": "021",
+        "features": {
+          "sl_no": 180,
+          "gender": "F",
+          "ssc_p": 77.8,
+          "ssc_b": "Central",
+          "hsc_p": 64.0,
+          "hsc_b": "Central",
+          "hsc_s": "Science",
+          "degree_p": 64.2,
+          "degree_t": "Sci&Tech",
+          "workex": "No",
+          "etest_p": 75.5,
+          "specialisation": "Mkt&HR",
+          "mba_p": 72.14,
+          "status": "Not Placed",
+          "salary": null
+        }
+      },
+      {
+        "scenario_id": "022",
+        "features": {
+          "sl_no": 62,
+          "gender": "M",
+          "ssc_p": 84.2,
+          "ssc_b": "Central",
+          "hsc_p": 73.4,
+          "hsc_b": "Central",
+          "hsc_s": "Commerce",
+          "degree_p": 66.89,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 61.6,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 62.48,
+          "status": "Placed",
+          "salary": 300000.0
+        }
+      },
+      {
+        "scenario_id": "023",
+        "features": {
+          "sl_no": 121,
+          "gender": "M",
+          "ssc_p": 58.0,
+          "ssc_b": "Others",
+          "hsc_p": 40.0,
+          "hsc_b": "Others",
+          "hsc_s": "Science",
+          "degree_p": 59.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 73.0,
+          "specialisation": "Mkt&HR",
+          "mba_p": 58.81,
+          "status": "Not Placed",
+          "salary": null
+        }
+      },
+      {
+        "scenario_id": "024",
+        "features": {
+          "sl_no": 179,
+          "gender": "M",
+          "ssc_p": 68.0,
+          "ssc_b": "Others",
+          "hsc_p": 56.0,
+          "hsc_b": "Others",
+          "hsc_s": "Science",
+          "degree_p": 68.0,
+          "degree_t": "Sci&Tech",
+          "workex": "No",
+          "etest_p": 73.0,
+          "specialisation": "Mkt&HR",
+          "mba_p": 68.07,
+          "status": "Placed",
+          "salary": 350000.0
+        }
+      },
+      {
+        "scenario_id": "025",
+        "features": {
+          "sl_no": 84,
+          "gender": "M",
+          "ssc_p": 84.0,
+          "ssc_b": "Others",
+          "hsc_p": 79.0,
+          "hsc_b": "Others",
+          "hsc_s": "Science",
+          "degree_p": 68.0,
+          "degree_t": "Sci&Tech",
+          "workex": "Yes",
+          "etest_p": 84.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 66.69,
+          "status": "Placed",
+          "salary": 300000.0
+        }
+      },
+      {
+        "scenario_id": "026",
+        "features": {
+          "sl_no": 88,
+          "gender": "M",
+          "ssc_p": 59.6,
+          "ssc_b": "Central",
+          "hsc_p": 51.0,
+          "hsc_b": "Central",
+          "hsc_s": "Science",
+          "degree_p": 60.0,
+          "degree_t": "Others",
+          "workex": "No",
+          "etest_p": 75.0,
+          "specialisation": "Mkt&HR",
+          "mba_p": 59.08,
+          "status": "Not Placed",
+          "salary": null
+        }
+      },
+      {
+        "scenario_id": "027",
+        "features": {
+          "sl_no": 66,
+          "gender": "M",
+          "ssc_p": 54.0,
+          "ssc_b": "Others",
+          "hsc_p": 47.0,
+          "hsc_b": "Others",
+          "hsc_s": "Science",
+          "degree_p": 57.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 89.69,
+          "specialisation": "Mkt&HR",
+          "mba_p": 57.1,
+          "status": "Not Placed",
+          "salary": null
+        }
+      },
+      {
+        "scenario_id": "028",
+        "features": {
+          "sl_no": 44,
+          "gender": "M",
+          "ssc_p": 87.0,
+          "ssc_b": "Others",
+          "hsc_p": 87.0,
+          "hsc_b": "Others",
+          "hsc_s": "Commerce",
+          "degree_p": 68.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 95.0,
+          "specialisation": "Mkt&HR",
+          "mba_p": 62.9,
+          "status": "Placed",
+          "salary": 300000.0
+        }
+      },
+      {
+        "scenario_id": "029",
+        "features": {
+          "sl_no": 50,
+          "gender": "F",
+          "ssc_p": 50.0,
+          "ssc_b": "Others",
+          "hsc_p": 37.0,
+          "hsc_b": "Others",
+          "hsc_s": "Arts",
+          "degree_p": 52.0,
+          "degree_t": "Others",
+          "workex": "No",
+          "etest_p": 65.0,
+          "specialisation": "Mkt&HR",
+          "mba_p": 56.11,
+          "status": "Not Placed",
+          "salary": null
+        }
+      },
+      {
+        "scenario_id": "030",
+        "features": {
+          "sl_no": 73,
+          "gender": "M",
+          "ssc_p": 84.86,
+          "ssc_b": "Others",
+          "hsc_p": 67.0,
+          "hsc_b": "Others",
+          "hsc_s": "Science",
+          "degree_p": 78.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 95.5,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 68.53,
+          "status": "Placed",
+          "salary": 240000.0
+        }
+      },
+      {
+        "scenario_id": "031",
+        "features": {
+          "sl_no": 206,
+          "gender": "M",
+          "ssc_p": 61.0,
+          "ssc_b": "Others",
+          "hsc_p": 62.0,
+          "hsc_b": "Others",
+          "hsc_s": "Commerce",
+          "degree_p": 65.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 62.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 56.81,
+          "status": "Placed",
+          "salary": 250000.0
+        }
+      },
+      {
+        "scenario_id": "032",
+        "features": {
+          "sl_no": 33,
+          "gender": "F",
+          "ssc_p": 61.0,
+          "ssc_b": "Central",
+          "hsc_p": 81.0,
+          "hsc_b": "Central",
+          "hsc_s": "Commerce",
+          "degree_p": 66.4,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 50.89,
+          "specialisation": "Mkt&HR",
+          "mba_p": 62.21,
+          "status": "Placed",
+          "salary": 278000.0
+        }
+      },
+      {
+        "scenario_id": "033",
+        "features": {
+          "sl_no": 7,
+          "gender": "F",
+          "ssc_p": 46.0,
+          "ssc_b": "Others",
+          "hsc_p": 49.2,
+          "hsc_b": "Others",
+          "hsc_s": "Commerce",
+          "degree_p": 79.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 74.28,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 53.29,
+          "status": "Not Placed",
+          "salary": null
+        }
+      },
+      {
+        "scenario_id": "034",
+        "features": {
+          "sl_no": 161,
+          "gender": "M",
+          "ssc_p": 87.0,
+          "ssc_b": "Central",
+          "hsc_p": 74.0,
+          "hsc_b": "Central",
+          "hsc_s": "Science",
+          "degree_p": 65.0,
+          "degree_t": "Sci&Tech",
+          "workex": "Yes",
+          "etest_p": 75.0,
+          "specialisation": "Mkt&HR",
+          "mba_p": 72.29,
+          "status": "Placed",
+          "salary": 300000.0
+        }
+      },
+      {
+        "scenario_id": "035",
+        "features": {
+          "sl_no": 205,
+          "gender": "F",
+          "ssc_p": 74.0,
+          "ssc_b": "Others",
+          "hsc_p": 73.0,
+          "hsc_b": "Others",
+          "hsc_s": "Commerce",
+          "degree_p": 73.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "Yes",
+          "etest_p": 80.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 67.69,
+          "status": "Placed",
+          "salary": 210000.0
+        }
+      },
+      {
+        "scenario_id": "036",
+        "features": {
+          "sl_no": 58,
+          "gender": "M",
+          "ssc_p": 68.0,
+          "ssc_b": "Central",
+          "hsc_p": 76.0,
+          "hsc_b": "Central",
+          "hsc_s": "Commerce",
+          "degree_p": 74.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 80.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 63.59,
+          "status": "Placed",
+          "salary": 360000.0
+        }
+      },
+      {
+        "scenario_id": "037",
+        "features": {
+          "sl_no": 126,
+          "gender": "F",
+          "ssc_p": 84.0,
+          "ssc_b": "Central",
+          "hsc_p": 73.0,
+          "hsc_b": "Central",
+          "hsc_s": "Commerce",
+          "degree_p": 73.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 75.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 73.33,
+          "status": "Placed",
+          "salary": 350000.0
+        }
+      },
+      {
+        "scenario_id": "038",
+        "features": {
+          "sl_no": 108,
+          "gender": "M",
+          "ssc_p": 82.0,
+          "ssc_b": "Others",
+          "hsc_p": 90.0,
+          "hsc_b": "Others",
+          "hsc_s": "Commerce",
+          "degree_p": 83.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 80.0,
+          "specialisation": "Mkt&HR",
+          "mba_p": 73.52,
+          "status": "Placed",
+          "salary": 200000.0
+        }
+      },
+      {
+        "scenario_id": "039",
+        "features": {
+          "sl_no": 195,
+          "gender": "M",
+          "ssc_p": 52.0,
+          "ssc_b": "Others",
+          "hsc_p": 55.0,
+          "hsc_b": "Others",
+          "hsc_s": "Commerce",
+          "degree_p": 56.3,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 59.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 64.74,
+          "status": "Not Placed",
+          "salary": null
+        }
+      },
+      {
+        "scenario_id": "040",
+        "features": {
+          "sl_no": 125,
+          "gender": "M",
+          "ssc_p": 67.0,
+          "ssc_b": "Central",
+          "hsc_p": 71.0,
+          "hsc_b": "Central",
+          "hsc_s": "Science",
+          "degree_p": 64.33,
+          "degree_t": "Others",
+          "workex": "Yes",
+          "etest_p": 64.0,
+          "specialisation": "Mkt&HR",
+          "mba_p": 61.26,
+          "status": "Placed",
+          "salary": 250000.0
+        }
+      },
+      {
+        "scenario_id": "041",
+        "features": {
+          "sl_no": 111,
+          "gender": "F",
+          "ssc_p": 69.5,
+          "ssc_b": "Central",
+          "hsc_p": 70.0,
+          "hsc_b": "Central",
+          "hsc_s": "Science",
+          "degree_p": 72.0,
+          "degree_t": "Sci&Tech",
+          "workex": "No",
+          "etest_p": 57.2,
+          "specialisation": "Mkt&HR",
+          "mba_p": 54.8,
+          "status": "Placed",
+          "salary": 250000.0
+        }
+      },
+      {
+        "scenario_id": "042",
+        "features": {
+          "sl_no": 213,
+          "gender": "M",
+          "ssc_p": 67.0,
+          "ssc_b": "Others",
+          "hsc_p": 67.0,
+          "hsc_b": "Others",
+          "hsc_s": "Commerce",
+          "degree_p": 73.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "Yes",
+          "etest_p": 59.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 69.72,
+          "status": "Placed",
+          "salary": 295000.0
+        }
+      },
+      {
+        "scenario_id": "043",
+        "features": {
+          "sl_no": 191,
+          "gender": "F",
+          "ssc_p": 64.0,
+          "ssc_b": "Others",
+          "hsc_p": 70.2,
+          "hsc_b": "Central",
+          "hsc_s": "Commerce",
+          "degree_p": 61.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 50.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 62.5,
+          "status": "Not Placed",
+          "salary": null
+        }
+      }
+    ],
+    "target_column": "salary",
+    "task_sub_type": "regression",
+    "ranking_ground_truth": {
+      "top_k_ids": [
+        "040",
+        "020",
+        "001",
+        "025",
+        "034"
+      ]
     },
-    "final_decision": {},
-    "what_if": {},
-    "ground_truth": {
-        "extracted_features": [
-            {
-                "scenario_id": "001",
-                "features": {
-                    "sl_no": 24,
-                    "gender": "F",
-                    "ssc_p": 77.4,
-                    "ssc_b": "Others",
-                    "hsc_p": 60.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Science",
-                    "degree_p": 64.74,
-                    "degree_t": "Sci&Tech",
-                    "workex": "Yes",
-                    "etest_p": 92.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 63.62,
-                    "status": "Placed",
-                    "salary": 300000.0
-                }
-            },
-            {
-                "scenario_id": "002",
-                "features": {
-                    "sl_no": 93,
-                    "gender": "F",
-                    "ssc_p": 60.23,
-                    "ssc_b": "Central",
-                    "hsc_p": 69.0,
-                    "hsc_b": "Central",
-                    "hsc_s": "Science",
-                    "degree_p": 66.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 72.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 59.47,
-                    "status": "Placed",
-                    "salary": 230000.0
-                }
-            },
-            {
-                "scenario_id": "003",
-                "features": {
-                    "sl_no": 69,
-                    "gender": "F",
-                    "ssc_p": 69.7,
-                    "ssc_b": "Central",
-                    "hsc_p": 47.0,
-                    "hsc_b": "Central",
-                    "hsc_s": "Commerce",
-                    "degree_p": 72.7,
-                    "degree_t": "Sci&Tech",
-                    "workex": "No",
-                    "etest_p": 79.0,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 59.24,
-                    "status": "Not Placed",
-                    "salary": null
-                }
-            },
-            {
-                "scenario_id": "004",
-                "features": {
-                    "sl_no": 3,
-                    "gender": "M",
-                    "ssc_p": 65.0,
-                    "ssc_b": "Central",
-                    "hsc_p": 68.0,
-                    "hsc_b": "Central",
-                    "hsc_s": "Arts",
-                    "degree_p": 64.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 75.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 57.8,
-                    "status": "Placed",
-                    "salary": 250000.0
-                }
-            },
-            {
-                "scenario_id": "005",
-                "features": {
-                    "sl_no": 136,
-                    "gender": "F",
-                    "ssc_p": 72.0,
-                    "ssc_b": "Central",
-                    "hsc_p": 56.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Science",
-                    "degree_p": 69.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 55.6,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 65.63,
-                    "status": "Placed",
-                    "salary": 200000.0
-                }
-            },
-            {
-                "scenario_id": "006",
-                "features": {
-                    "sl_no": 92,
-                    "gender": "M",
-                    "ssc_p": 52.0,
-                    "ssc_b": "Central",
-                    "hsc_p": 57.0,
-                    "hsc_b": "Central",
-                    "hsc_s": "Commerce",
-                    "degree_p": 50.8,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 67.0,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 62.79,
-                    "status": "Not Placed",
-                    "salary": null
-                }
-            },
-            {
-                "scenario_id": "007",
-                "features": {
-                    "sl_no": 18,
-                    "gender": "F",
-                    "ssc_p": 55.0,
-                    "ssc_b": "Central",
-                    "hsc_p": 67.0,
-                    "hsc_b": "Central",
-                    "hsc_s": "Commerce",
-                    "degree_p": 64.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 60.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 67.28,
-                    "status": "Not Placed",
-                    "salary": null
-                }
-            },
-            {
-                "scenario_id": "008",
-                "features": {
-                    "sl_no": 78,
-                    "gender": "M",
-                    "ssc_p": 64.0,
-                    "ssc_b": "Others",
-                    "hsc_p": 80.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Science",
-                    "degree_p": 65.0,
-                    "degree_t": "Sci&Tech",
-                    "workex": "Yes",
-                    "etest_p": 69.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 57.65,
-                    "status": "Placed",
-                    "salary": 500000.0
-                }
-            },
-            {
-                "scenario_id": "009",
-                "features": {
-                    "sl_no": 43,
-                    "gender": "M",
-                    "ssc_p": 49.0,
-                    "ssc_b": "Others",
-                    "hsc_p": 39.0,
-                    "hsc_b": "Central",
-                    "hsc_s": "Science",
-                    "degree_p": 65.0,
-                    "degree_t": "Others",
-                    "workex": "No",
-                    "etest_p": 63.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 51.21,
-                    "status": "Not Placed",
-                    "salary": null
-                }
-            },
-            {
-                "scenario_id": "010",
-                "features": {
-                    "sl_no": 135,
-                    "gender": "F",
-                    "ssc_p": 77.44,
-                    "ssc_b": "Central",
-                    "hsc_p": 92.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Commerce",
-                    "degree_p": 72.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "Yes",
-                    "etest_p": 94.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 67.13,
-                    "status": "Placed",
-                    "salary": 250000.0
-                }
-            },
-            {
-                "scenario_id": "011",
-                "features": {
-                    "sl_no": 199,
-                    "gender": "F",
-                    "ssc_p": 67.0,
-                    "ssc_b": "Central",
-                    "hsc_p": 70.0,
-                    "hsc_b": "Central",
-                    "hsc_s": "Commerce",
-                    "degree_p": 65.0,
-                    "degree_t": "Others",
-                    "workex": "No",
-                    "etest_p": 88.0,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 71.96,
-                    "status": "Not Placed",
-                    "salary": null
-                }
-            },
-            {
-                "scenario_id": "012",
-                "features": {
-                    "sl_no": 103,
-                    "gender": "F",
-                    "ssc_p": 77.0,
-                    "ssc_b": "Others",
-                    "hsc_p": 61.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Commerce",
-                    "degree_p": 68.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "Yes",
-                    "etest_p": 57.5,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 61.31,
-                    "status": "Placed",
-                    "salary": 300000.0
-                }
-            },
-            {
-                "scenario_id": "013",
-                "features": {
-                    "sl_no": 124,
-                    "gender": "M",
-                    "ssc_p": 74.0,
-                    "ssc_b": "Others",
-                    "hsc_p": 59.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Commerce",
-                    "degree_p": 73.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "Yes",
-                    "etest_p": 60.0,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 56.7,
-                    "status": "Placed",
-                    "salary": 240000.0
-                }
-            },
-            {
-                "scenario_id": "014",
-                "features": {
-                    "sl_no": 159,
-                    "gender": "M",
-                    "ssc_p": 67.0,
-                    "ssc_b": "Others",
-                    "hsc_p": 63.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Science",
-                    "degree_p": 64.0,
-                    "degree_t": "Sci&Tech",
-                    "workex": "No",
-                    "etest_p": 60.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 61.87,
-                    "status": "Not Placed",
-                    "salary": null
-                }
-            },
-            {
-                "scenario_id": "015",
-                "features": {
-                    "sl_no": 106,
-                    "gender": "M",
-                    "ssc_p": 59.0,
-                    "ssc_b": "Central",
-                    "hsc_p": 64.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Science",
-                    "degree_p": 58.0,
-                    "degree_t": "Sci&Tech",
-                    "workex": "No",
-                    "etest_p": 85.0,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 55.3,
-                    "status": "Not Placed",
-                    "salary": null
-                }
-            },
-            {
-                "scenario_id": "016",
-                "features": {
-                    "sl_no": 178,
-                    "gender": "F",
-                    "ssc_p": 73.0,
-                    "ssc_b": "Central",
-                    "hsc_p": 97.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Commerce",
-                    "degree_p": 79.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "Yes",
-                    "etest_p": 89.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 70.81,
-                    "status": "Placed",
-                    "salary": 650000.0
-                }
-            },
-            {
-                "scenario_id": "017",
-                "features": {
-                    "sl_no": 99,
-                    "gender": "F",
-                    "ssc_p": 69.0,
-                    "ssc_b": "Central",
-                    "hsc_p": 73.0,
-                    "hsc_b": "Central",
-                    "hsc_s": "Commerce",
-                    "degree_p": 65.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 70.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 57.31,
-                    "status": "Placed",
-                    "salary": 220000.0
-                }
-            },
-            {
-                "scenario_id": "018",
-                "features": {
-                    "sl_no": 168,
-                    "gender": "M",
-                    "ssc_p": 67.9,
-                    "ssc_b": "Others",
-                    "hsc_p": 62.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Science",
-                    "degree_p": 67.0,
-                    "degree_t": "Sci&Tech",
-                    "workex": "Yes",
-                    "etest_p": 58.1,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 75.71,
-                    "status": "Not Placed",
-                    "salary": null
-                }
-            },
-            {
-                "scenario_id": "019",
-                "features": {
-                    "sl_no": 212,
-                    "gender": "M",
-                    "ssc_p": 58.0,
-                    "ssc_b": "Others",
-                    "hsc_p": 60.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Science",
-                    "degree_p": 72.0,
-                    "degree_t": "Sci&Tech",
-                    "workex": "No",
-                    "etest_p": 74.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 53.62,
-                    "status": "Placed",
-                    "salary": 275000.0
-                }
-            },
-            {
-                "scenario_id": "020",
-                "features": {
-                    "sl_no": 70,
-                    "gender": "M",
-                    "ssc_p": 73.0,
-                    "ssc_b": "Central",
-                    "hsc_p": 73.0,
-                    "hsc_b": "Central",
-                    "hsc_s": "Science",
-                    "degree_p": 66.0,
-                    "degree_t": "Sci&Tech",
-                    "workex": "Yes",
-                    "etest_p": 70.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 68.07,
-                    "status": "Placed",
-                    "salary": 275000.0
-                }
-            },
-            {
-                "scenario_id": "021",
-                "features": {
-                    "sl_no": 180,
-                    "gender": "F",
-                    "ssc_p": 77.8,
-                    "ssc_b": "Central",
-                    "hsc_p": 64.0,
-                    "hsc_b": "Central",
-                    "hsc_s": "Science",
-                    "degree_p": 64.2,
-                    "degree_t": "Sci&Tech",
-                    "workex": "No",
-                    "etest_p": 75.5,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 72.14,
-                    "status": "Not Placed",
-                    "salary": null
-                }
-            },
-            {
-                "scenario_id": "022",
-                "features": {
-                    "sl_no": 62,
-                    "gender": "M",
-                    "ssc_p": 84.2,
-                    "ssc_b": "Central",
-                    "hsc_p": 73.4,
-                    "hsc_b": "Central",
-                    "hsc_s": "Commerce",
-                    "degree_p": 66.89,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 61.6,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 62.48,
-                    "status": "Placed",
-                    "salary": 300000.0
-                }
-            },
-            {
-                "scenario_id": "023",
-                "features": {
-                    "sl_no": 121,
-                    "gender": "M",
-                    "ssc_p": 58.0,
-                    "ssc_b": "Others",
-                    "hsc_p": 40.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Science",
-                    "degree_p": 59.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 73.0,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 58.81,
-                    "status": "Not Placed",
-                    "salary": null
-                }
-            },
-            {
-                "scenario_id": "024",
-                "features": {
-                    "sl_no": 179,
-                    "gender": "M",
-                    "ssc_p": 68.0,
-                    "ssc_b": "Others",
-                    "hsc_p": 56.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Science",
-                    "degree_p": 68.0,
-                    "degree_t": "Sci&Tech",
-                    "workex": "No",
-                    "etest_p": 73.0,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 68.07,
-                    "status": "Placed",
-                    "salary": 350000.0
-                }
-            },
-            {
-                "scenario_id": "025",
-                "features": {
-                    "sl_no": 84,
-                    "gender": "M",
-                    "ssc_p": 84.0,
-                    "ssc_b": "Others",
-                    "hsc_p": 79.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Science",
-                    "degree_p": 68.0,
-                    "degree_t": "Sci&Tech",
-                    "workex": "Yes",
-                    "etest_p": 84.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 66.69,
-                    "status": "Placed",
-                    "salary": 300000.0
-                }
-            },
-            {
-                "scenario_id": "026",
-                "features": {
-                    "sl_no": 88,
-                    "gender": "M",
-                    "ssc_p": 59.6,
-                    "ssc_b": "Central",
-                    "hsc_p": 51.0,
-                    "hsc_b": "Central",
-                    "hsc_s": "Science",
-                    "degree_p": 60.0,
-                    "degree_t": "Others",
-                    "workex": "No",
-                    "etest_p": 75.0,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 59.08,
-                    "status": "Not Placed",
-                    "salary": null
-                }
-            },
-            {
-                "scenario_id": "027",
-                "features": {
-                    "sl_no": 66,
-                    "gender": "M",
-                    "ssc_p": 54.0,
-                    "ssc_b": "Others",
-                    "hsc_p": 47.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Science",
-                    "degree_p": 57.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 89.69,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 57.1,
-                    "status": "Not Placed",
-                    "salary": null
-                }
-            },
-            {
-                "scenario_id": "028",
-                "features": {
-                    "sl_no": 44,
-                    "gender": "M",
-                    "ssc_p": 87.0,
-                    "ssc_b": "Others",
-                    "hsc_p": 87.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Commerce",
-                    "degree_p": 68.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 95.0,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 62.9,
-                    "status": "Placed",
-                    "salary": 300000.0
-                }
-            },
-            {
-                "scenario_id": "029",
-                "features": {
-                    "sl_no": 50,
-                    "gender": "F",
-                    "ssc_p": 50.0,
-                    "ssc_b": "Others",
-                    "hsc_p": 37.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Arts",
-                    "degree_p": 52.0,
-                    "degree_t": "Others",
-                    "workex": "No",
-                    "etest_p": 65.0,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 56.11,
-                    "status": "Not Placed",
-                    "salary": null
-                }
-            },
-            {
-                "scenario_id": "030",
-                "features": {
-                    "sl_no": 73,
-                    "gender": "M",
-                    "ssc_p": 84.86,
-                    "ssc_b": "Others",
-                    "hsc_p": 67.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Science",
-                    "degree_p": 78.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 95.5,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 68.53,
-                    "status": "Placed",
-                    "salary": 240000.0
-                }
-            },
-            {
-                "scenario_id": "031",
-                "features": {
-                    "sl_no": 206,
-                    "gender": "M",
-                    "ssc_p": 61.0,
-                    "ssc_b": "Others",
-                    "hsc_p": 62.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Commerce",
-                    "degree_p": 65.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 62.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 56.81,
-                    "status": "Placed",
-                    "salary": 250000.0
-                }
-            },
-            {
-                "scenario_id": "032",
-                "features": {
-                    "sl_no": 33,
-                    "gender": "F",
-                    "ssc_p": 61.0,
-                    "ssc_b": "Central",
-                    "hsc_p": 81.0,
-                    "hsc_b": "Central",
-                    "hsc_s": "Commerce",
-                    "degree_p": 66.4,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 50.89,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 62.21,
-                    "status": "Placed",
-                    "salary": 278000.0
-                }
-            },
-            {
-                "scenario_id": "033",
-                "features": {
-                    "sl_no": 7,
-                    "gender": "F",
-                    "ssc_p": 46.0,
-                    "ssc_b": "Others",
-                    "hsc_p": 49.2,
-                    "hsc_b": "Others",
-                    "hsc_s": "Commerce",
-                    "degree_p": 79.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 74.28,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 53.29,
-                    "status": "Not Placed",
-                    "salary": null
-                }
-            },
-            {
-                "scenario_id": "034",
-                "features": {
-                    "sl_no": 161,
-                    "gender": "M",
-                    "ssc_p": 87.0,
-                    "ssc_b": "Central",
-                    "hsc_p": 74.0,
-                    "hsc_b": "Central",
-                    "hsc_s": "Science",
-                    "degree_p": 65.0,
-                    "degree_t": "Sci&Tech",
-                    "workex": "Yes",
-                    "etest_p": 75.0,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 72.29,
-                    "status": "Placed",
-                    "salary": 300000.0
-                }
-            },
-            {
-                "scenario_id": "035",
-                "features": {
-                    "sl_no": 205,
-                    "gender": "F",
-                    "ssc_p": 74.0,
-                    "ssc_b": "Others",
-                    "hsc_p": 73.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Commerce",
-                    "degree_p": 73.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "Yes",
-                    "etest_p": 80.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 67.69,
-                    "status": "Placed",
-                    "salary": 210000.0
-                }
-            },
-            {
-                "scenario_id": "036",
-                "features": {
-                    "sl_no": 58,
-                    "gender": "M",
-                    "ssc_p": 68.0,
-                    "ssc_b": "Central",
-                    "hsc_p": 76.0,
-                    "hsc_b": "Central",
-                    "hsc_s": "Commerce",
-                    "degree_p": 74.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 80.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 63.59,
-                    "status": "Placed",
-                    "salary": 360000.0
-                }
-            },
-            {
-                "scenario_id": "037",
-                "features": {
-                    "sl_no": 126,
-                    "gender": "F",
-                    "ssc_p": 84.0,
-                    "ssc_b": "Central",
-                    "hsc_p": 73.0,
-                    "hsc_b": "Central",
-                    "hsc_s": "Commerce",
-                    "degree_p": 73.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 75.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 73.33,
-                    "status": "Placed",
-                    "salary": 350000.0
-                }
-            },
-            {
-                "scenario_id": "038",
-                "features": {
-                    "sl_no": 108,
-                    "gender": "M",
-                    "ssc_p": 82.0,
-                    "ssc_b": "Others",
-                    "hsc_p": 90.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Commerce",
-                    "degree_p": 83.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 80.0,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 73.52,
-                    "status": "Placed",
-                    "salary": 200000.0
-                }
-            },
-            {
-                "scenario_id": "039",
-                "features": {
-                    "sl_no": 195,
-                    "gender": "M",
-                    "ssc_p": 52.0,
-                    "ssc_b": "Others",
-                    "hsc_p": 55.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Commerce",
-                    "degree_p": 56.3,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 59.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 64.74,
-                    "status": "Not Placed",
-                    "salary": null
-                }
-            },
-            {
-                "scenario_id": "040",
-                "features": {
-                    "sl_no": 125,
-                    "gender": "M",
-                    "ssc_p": 67.0,
-                    "ssc_b": "Central",
-                    "hsc_p": 71.0,
-                    "hsc_b": "Central",
-                    "hsc_s": "Science",
-                    "degree_p": 64.33,
-                    "degree_t": "Others",
-                    "workex": "Yes",
-                    "etest_p": 64.0,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 61.26,
-                    "status": "Placed",
-                    "salary": 250000.0
-                }
-            },
-            {
-                "scenario_id": "041",
-                "features": {
-                    "sl_no": 111,
-                    "gender": "F",
-                    "ssc_p": 69.5,
-                    "ssc_b": "Central",
-                    "hsc_p": 70.0,
-                    "hsc_b": "Central",
-                    "hsc_s": "Science",
-                    "degree_p": 72.0,
-                    "degree_t": "Sci&Tech",
-                    "workex": "No",
-                    "etest_p": 57.2,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 54.8,
-                    "status": "Placed",
-                    "salary": 250000.0
-                }
-            },
-            {
-                "scenario_id": "042",
-                "features": {
-                    "sl_no": 213,
-                    "gender": "M",
-                    "ssc_p": 67.0,
-                    "ssc_b": "Others",
-                    "hsc_p": 67.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Commerce",
-                    "degree_p": 73.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "Yes",
-                    "etest_p": 59.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 69.72,
-                    "status": "Placed",
-                    "salary": 295000.0
-                }
-            },
-            {
-                "scenario_id": "043",
-                "features": {
-                    "sl_no": 191,
-                    "gender": "F",
-                    "ssc_p": 64.0,
-                    "ssc_b": "Others",
-                    "hsc_p": 70.2,
-                    "hsc_b": "Central",
-                    "hsc_s": "Commerce",
-                    "degree_p": 61.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 50.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 62.5,
-                    "status": "Not Placed",
-                    "salary": null
-                }
-            }
-        ],
-        "target_column": "salary",
-        "task_sub_type": "regression",
-        "ranking_ground_truth": {
-            "top_k_ids": [
-                "040",
-                "020",
-                "001",
-                "025",
-                "034"
-            ]
-        },
-        "active_filters": [
-            {
-                "col": "hsc_s",
-                "op": "==",
-                "val": "Science"
-            },
-            {
-                "col": "workex",
-                "op": "==",
-                "val": "Yes"
-            }
-        ],
-        "sort_direction": "low"
-    },
-    "response": "",
-    "evaluation_score": {}
-}
\ No newline at end of file
+    "active_filters": [
+      {
+        "col": "status",
+        "op": "==",
+        "val": "Placed"
+      },
+      {
+        "col": "hsc_s",
+        "op": "==",
+        "val": "Science"
+      },
+      {
+        "col": "workex",
+        "op": "==",
+        "val": "Yes"
+      }
+    ],
+    "sort_direction": "low"
+  },
+  "response": "",
+  "evaluation_score": {}
+}
diff --git a/ranking_and_filtering/finance/regression/Campus_Recruitment_B4/Campus_Recruitment_B4_007/Campus_Recruitment_B4_007_current.json b/ranking_and_filtering/finance/regression/Campus_Recruitment_B4/Campus_Recruitment_B4_007/Campus_Recruitment_B4_007_current.json
index 27df0f5875dc92b481b2fcdce6812bfdfd9b276b..7ad84ae2865c7f0f11f1720837dc68d515bcb0de 100644
--- a/ranking_and_filtering/finance/regression/Campus_Recruitment_B4/Campus_Recruitment_B4_007/Campus_Recruitment_B4_007_current.json
+++ b/ranking_and_filtering/finance/regression/Campus_Recruitment_B4/Campus_Recruitment_B4_007/Campus_Recruitment_B4_007_current.json
@@ -1,906 +1,911 @@
 {
-    "id": "007",
-    "task_type": "B4",
-    "subtask_type": "filter",
-    "perspective": "data_holder",
-    "dataset_name": "Campus Recruitment",
-    "table_path": "output/finance/regression/Campus Recruitment_B4/Campus Recruitment_B4_007/test.csv",
-    "query": "To strengthen our talent pipeline in marketing and finance, I want to prioritize candidates with an MBA in Mkt&Fin. Using our past recruitment data, rank the top 7 such individuals who also hold an undergraduate degree in Commerce & Management, giving us a list of those anticipated to have the highest earnings.",
-    "meta_info": {
-        "domain": "finance"
+  "id": "007",
+  "task_type": "B4",
+  "subtask_type": "filter",
+  "perspective": "data_holder",
+  "dataset_name": "Campus Recruitment",
+  "table_path": "output/finance/regression/Campus Recruitment_B4/Campus Recruitment_B4_007/test.csv",
+  "query": "To strengthen our talent pipeline in marketing and finance, I want to prioritize candidates recorded as placed who have an MBA in Mkt&Fin. Using our past recruitment data, rank the top 7 such individuals who also hold an undergraduate degree in Commerce & Management, giving us a list of those anticipated to have the highest earnings.",
+  "meta_info": {
+    "domain": "finance"
+  },
+  "final_decision": {},
+  "what_if": {},
+  "ground_truth": {
+    "extracted_features": [
+      {
+        "scenario_id": "001",
+        "features": {
+          "sl_no": 174,
+          "gender": "F",
+          "ssc_p": 52.0,
+          "ssc_b": "Others",
+          "hsc_p": 52.0,
+          "hsc_b": "Others",
+          "hsc_s": "Science",
+          "degree_p": 55.0,
+          "degree_t": "Sci&Tech",
+          "workex": "No",
+          "etest_p": 67.0,
+          "specialisation": "Mkt&HR",
+          "mba_p": 59.32,
+          "status": "Not Placed",
+          "salary": null
+        }
+      },
+      {
+        "scenario_id": "002",
+        "features": {
+          "sl_no": 91,
+          "gender": "F",
+          "ssc_p": 85.0,
+          "ssc_b": "Others",
+          "hsc_p": 90.0,
+          "hsc_b": "Others",
+          "hsc_s": "Commerce",
+          "degree_p": 82.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 92.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 68.03,
+          "status": "Placed",
+          "salary": 300000.0
+        }
+      },
+      {
+        "scenario_id": "003",
+        "features": {
+          "sl_no": 89,
+          "gender": "F",
+          "ssc_p": 66.0,
+          "ssc_b": "Central",
+          "hsc_p": 62.0,
+          "hsc_b": "Central",
+          "hsc_s": "Commerce",
+          "degree_p": 73.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 58.0,
+          "specialisation": "Mkt&HR",
+          "mba_p": 64.36,
+          "status": "Placed",
+          "salary": 210000.0
+        }
+      },
+      {
+        "scenario_id": "004",
+        "features": {
+          "sl_no": 34,
+          "gender": "F",
+          "ssc_p": 87.0,
+          "ssc_b": "Others",
+          "hsc_p": 65.0,
+          "hsc_b": "Others",
+          "hsc_s": "Science",
+          "degree_p": 81.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "Yes",
+          "etest_p": 88.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 72.78,
+          "status": "Placed",
+          "salary": 260000.0
+        }
+      },
+      {
+        "scenario_id": "005",
+        "features": {
+          "sl_no": 29,
+          "gender": "M",
+          "ssc_p": 76.76,
+          "ssc_b": "Others",
+          "hsc_p": 76.5,
+          "hsc_b": "Others",
+          "hsc_s": "Commerce",
+          "degree_p": 67.5,
+          "degree_t": "Comm&Mgmt",
+          "workex": "Yes",
+          "etest_p": 73.35,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 64.15,
+          "status": "Placed",
+          "salary": 350000.0
+        }
+      },
+      {
+        "scenario_id": "006",
+        "features": {
+          "sl_no": 45,
+          "gender": "F",
+          "ssc_p": 77.0,
+          "ssc_b": "Others",
+          "hsc_p": 73.0,
+          "hsc_b": "Others",
+          "hsc_s": "Commerce",
+          "degree_p": 81.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "Yes",
+          "etest_p": 89.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 69.7,
+          "status": "Placed",
+          "salary": 200000.0
+        }
+      },
+      {
+        "scenario_id": "007",
+        "features": {
+          "sl_no": 197,
+          "gender": "M",
+          "ssc_p": 72.0,
+          "ssc_b": "Others",
+          "hsc_p": 63.0,
+          "hsc_b": "Others",
+          "hsc_s": "Science",
+          "degree_p": 77.5,
+          "degree_t": "Sci&Tech",
+          "workex": "Yes",
+          "etest_p": 78.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 54.48,
+          "status": "Placed",
+          "salary": 250000.0
+        }
+      },
+      {
+        "scenario_id": "008",
+        "features": {
+          "sl_no": 144,
+          "gender": "M",
+          "ssc_p": 77.67,
+          "ssc_b": "Others",
+          "hsc_p": 64.89,
+          "hsc_b": "Others",
+          "hsc_s": "Commerce",
+          "degree_p": 70.67,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 89.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 60.39,
+          "status": "Placed",
+          "salary": 300000.0
+        }
+      },
+      {
+        "scenario_id": "009",
+        "features": {
+          "sl_no": 156,
+          "gender": "M",
+          "ssc_p": 51.57,
+          "ssc_b": "Others",
+          "hsc_p": 74.66,
+          "hsc_b": "Others",
+          "hsc_s": "Commerce",
+          "degree_p": 59.9,
+          "degree_t": "Comm&Mgmt",
+          "workex": "Yes",
+          "etest_p": 56.15,
+          "specialisation": "Mkt&HR",
+          "mba_p": 65.99,
+          "status": "Not Placed",
+          "salary": null
+        }
+      },
+      {
+        "scenario_id": "010",
+        "features": {
+          "sl_no": 146,
+          "gender": "M",
+          "ssc_p": 89.4,
+          "ssc_b": "Others",
+          "hsc_p": 65.66,
+          "hsc_b": "Others",
+          "hsc_s": "Science",
+          "degree_p": 71.25,
+          "degree_t": "Sci&Tech",
+          "workex": "No",
+          "etest_p": 72.0,
+          "specialisation": "Mkt&HR",
+          "mba_p": 63.23,
+          "status": "Placed",
+          "salary": 400000.0
+        }
+      },
+      {
+        "scenario_id": "011",
+        "features": {
+          "sl_no": 141,
+          "gender": "M",
+          "ssc_p": 65.0,
+          "ssc_b": "Central",
+          "hsc_p": 64.8,
+          "hsc_b": "Others",
+          "hsc_s": "Commerce",
+          "degree_p": 69.5,
+          "degree_t": "Comm&Mgmt",
+          "workex": "Yes",
+          "etest_p": 56.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 56.94,
+          "status": "Placed",
+          "salary": 265000.0
+        }
+      },
+      {
+        "scenario_id": "012",
+        "features": {
+          "sl_no": 42,
+          "gender": "F",
+          "ssc_p": 74.0,
+          "ssc_b": "Others",
+          "hsc_p": 63.16,
+          "hsc_b": "Others",
+          "hsc_s": "Commerce",
+          "degree_p": 65.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "Yes",
+          "etest_p": 65.0,
+          "specialisation": "Mkt&HR",
+          "mba_p": 69.76,
+          "status": "Not Placed",
+          "salary": null
+        }
+      },
+      {
+        "scenario_id": "013",
+        "features": {
+          "sl_no": 124,
+          "gender": "M",
+          "ssc_p": 74.0,
+          "ssc_b": "Others",
+          "hsc_p": 59.0,
+          "hsc_b": "Others",
+          "hsc_s": "Commerce",
+          "degree_p": 73.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "Yes",
+          "etest_p": 60.0,
+          "specialisation": "Mkt&HR",
+          "mba_p": 56.7,
+          "status": "Placed",
+          "salary": 240000.0
+        }
+      },
+      {
+        "scenario_id": "014",
+        "features": {
+          "sl_no": 46,
+          "gender": "F",
+          "ssc_p": 76.0,
+          "ssc_b": "Central",
+          "hsc_p": 64.0,
+          "hsc_b": "Central",
+          "hsc_s": "Science",
+          "degree_p": 72.0,
+          "degree_t": "Sci&Tech",
+          "workex": "No",
+          "etest_p": 58.0,
+          "specialisation": "Mkt&HR",
+          "mba_p": 66.53,
+          "status": "Not Placed",
+          "salary": null
+        }
+      },
+      {
+        "scenario_id": "015",
+        "features": {
+          "sl_no": 105,
+          "gender": "M",
+          "ssc_p": 69.0,
+          "ssc_b": "Central",
+          "hsc_p": 63.0,
+          "hsc_b": "Others",
+          "hsc_s": "Science",
+          "degree_p": 65.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "Yes",
+          "etest_p": 55.0,
+          "specialisation": "Mkt&HR",
+          "mba_p": 58.23,
+          "status": "Placed",
+          "salary": 360000.0
+        }
+      },
+      {
+        "scenario_id": "016",
+        "features": {
+          "sl_no": 178,
+          "gender": "F",
+          "ssc_p": 73.0,
+          "ssc_b": "Central",
+          "hsc_p": 97.0,
+          "hsc_b": "Others",
+          "hsc_s": "Commerce",
+          "degree_p": 79.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "Yes",
+          "etest_p": 89.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 70.81,
+          "status": "Placed",
+          "salary": 650000.0
+        }
+      },
+      {
+        "scenario_id": "017",
+        "features": {
+          "sl_no": 94,
+          "gender": "M",
+          "ssc_p": 52.0,
+          "ssc_b": "Central",
+          "hsc_p": 62.0,
+          "hsc_b": "Central",
+          "hsc_s": "Commerce",
+          "degree_p": 54.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 72.0,
+          "specialisation": "Mkt&HR",
+          "mba_p": 55.41,
+          "status": "Not Placed",
+          "salary": null
+        }
+      },
+      {
+        "scenario_id": "018",
+        "features": {
+          "sl_no": 50,
+          "gender": "F",
+          "ssc_p": 50.0,
+          "ssc_b": "Others",
+          "hsc_p": 37.0,
+          "hsc_b": "Others",
+          "hsc_s": "Arts",
+          "degree_p": 52.0,
+          "degree_t": "Others",
+          "workex": "No",
+          "etest_p": 65.0,
+          "specialisation": "Mkt&HR",
+          "mba_p": 56.11,
+          "status": "Not Placed",
+          "salary": null
+        }
+      },
+      {
+        "scenario_id": "019",
+        "features": {
+          "sl_no": 136,
+          "gender": "F",
+          "ssc_p": 72.0,
+          "ssc_b": "Central",
+          "hsc_p": 56.0,
+          "hsc_b": "Others",
+          "hsc_s": "Science",
+          "degree_p": 69.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 55.6,
+          "specialisation": "Mkt&HR",
+          "mba_p": 65.63,
+          "status": "Placed",
+          "salary": 200000.0
+        }
+      },
+      {
+        "scenario_id": "020",
+        "features": {
+          "sl_no": 51,
+          "gender": "F",
+          "ssc_p": 75.2,
+          "ssc_b": "Central",
+          "hsc_p": 73.2,
+          "hsc_b": "Central",
+          "hsc_s": "Science",
+          "degree_p": 68.4,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 65.0,
+          "specialisation": "Mkt&HR",
+          "mba_p": 62.98,
+          "status": "Placed",
+          "salary": 200000.0
+        }
+      },
+      {
+        "scenario_id": "021",
+        "features": {
+          "sl_no": 118,
+          "gender": "M",
+          "ssc_p": 77.0,
+          "ssc_b": "Others",
+          "hsc_p": 75.0,
+          "hsc_b": "Others",
+          "hsc_s": "Science",
+          "degree_p": 73.0,
+          "degree_t": "Sci&Tech",
+          "workex": "No",
+          "etest_p": 80.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 67.05,
+          "status": "Placed",
+          "salary": 240000.0
+        }
+      },
+      {
+        "scenario_id": "022",
+        "features": {
+          "sl_no": 211,
+          "gender": "M",
+          "ssc_p": 80.6,
+          "ssc_b": "Others",
+          "hsc_p": 82.0,
+          "hsc_b": "Others",
+          "hsc_s": "Commerce",
+          "degree_p": 77.6,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 91.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 74.49,
+          "status": "Placed",
+          "salary": 400000.0
+        }
+      },
+      {
+        "scenario_id": "023",
+        "features": {
+          "sl_no": 72,
+          "gender": "M",
+          "ssc_p": 75.0,
+          "ssc_b": "Others",
+          "hsc_p": 70.29,
+          "hsc_b": "Others",
+          "hsc_s": "Commerce",
+          "degree_p": 71.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 95.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 66.94,
+          "status": "Placed",
+          "salary": 240000.0
+        }
+      },
+      {
+        "scenario_id": "024",
+        "features": {
+          "sl_no": 81,
+          "gender": "F",
+          "ssc_p": 69.0,
+          "ssc_b": "Others",
+          "hsc_p": 62.0,
+          "hsc_b": "Others",
+          "hsc_s": "Commerce",
+          "degree_p": 69.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "Yes",
+          "etest_p": 67.0,
+          "specialisation": "Mkt&HR",
+          "mba_p": 62.35,
+          "status": "Placed",
+          "salary": 240000.0
+        }
+      },
+      {
+        "scenario_id": "025",
+        "features": {
+          "sl_no": 129,
+          "gender": "M",
+          "ssc_p": 80.4,
+          "ssc_b": "Central",
+          "hsc_p": 73.4,
+          "hsc_b": "Central",
+          "hsc_s": "Science",
+          "degree_p": 77.72,
+          "degree_t": "Sci&Tech",
+          "workex": "Yes",
+          "etest_p": 81.2,
+          "specialisation": "Mkt&HR",
+          "mba_p": 76.26,
+          "status": "Placed",
+          "salary": 400000.0
+        }
+      },
+      {
+        "scenario_id": "026",
+        "features": {
+          "sl_no": 119,
+          "gender": "M",
+          "ssc_p": 76.0,
+          "ssc_b": "Central",
+          "hsc_p": 80.0,
+          "hsc_b": "Central",
+          "hsc_s": "Science",
+          "degree_p": 78.0,
+          "degree_t": "Sci&Tech",
+          "workex": "Yes",
+          "etest_p": 97.0,
+          "specialisation": "Mkt&HR",
+          "mba_p": 70.48,
+          "status": "Placed",
+          "salary": 276000.0
+        }
+      },
+      {
+        "scenario_id": "027",
+        "features": {
+          "sl_no": 16,
+          "gender": "F",
+          "ssc_p": 65.0,
+          "ssc_b": "Central",
+          "hsc_p": 75.0,
+          "hsc_b": "Central",
+          "hsc_s": "Commerce",
+          "degree_p": 69.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "Yes",
+          "etest_p": 72.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 64.66,
+          "status": "Placed",
+          "salary": 200000.0
+        }
+      },
+      {
+        "scenario_id": "028",
+        "features": {
+          "sl_no": 151,
+          "gender": "M",
+          "ssc_p": 71.0,
+          "ssc_b": "Central",
+          "hsc_p": 58.66,
+          "hsc_b": "Central",
+          "hsc_s": "Science",
+          "degree_p": 58.0,
+          "degree_t": "Sci&Tech",
+          "workex": "Yes",
+          "etest_p": 56.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 61.3,
+          "status": "Placed",
+          "salary": 690000.0
+        }
+      },
+      {
+        "scenario_id": "029",
+        "features": {
+          "sl_no": 102,
+          "gender": "M",
+          "ssc_p": 63.0,
+          "ssc_b": "Central",
+          "hsc_p": 72.0,
+          "hsc_b": "Central",
+          "hsc_s": "Commerce",
+          "degree_p": 68.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 78.0,
+          "specialisation": "Mkt&HR",
+          "mba_p": 60.44,
+          "status": "Placed",
+          "salary": 380000.0
+        }
+      },
+      {
+        "scenario_id": "030",
+        "features": {
+          "sl_no": 194,
+          "gender": "F",
+          "ssc_p": 60.0,
+          "ssc_b": "Central",
+          "hsc_p": 63.0,
+          "hsc_b": "Central",
+          "hsc_s": "Arts",
+          "degree_p": 56.0,
+          "degree_t": "Others",
+          "workex": "Yes",
+          "etest_p": 80.0,
+          "specialisation": "Mkt&HR",
+          "mba_p": 56.63,
+          "status": "Placed",
+          "salary": 300000.0
+        }
+      },
+      {
+        "scenario_id": "031",
+        "features": {
+          "sl_no": 111,
+          "gender": "F",
+          "ssc_p": 69.5,
+          "ssc_b": "Central",
+          "hsc_p": 70.0,
+          "hsc_b": "Central",
+          "hsc_s": "Science",
+          "degree_p": 72.0,
+          "degree_t": "Sci&Tech",
+          "workex": "No",
+          "etest_p": 57.2,
+          "specialisation": "Mkt&HR",
+          "mba_p": 54.8,
+          "status": "Placed",
+          "salary": 250000.0
+        }
+      },
+      {
+        "scenario_id": "032",
+        "features": {
+          "sl_no": 5,
+          "gender": "M",
+          "ssc_p": 85.8,
+          "ssc_b": "Central",
+          "hsc_p": 73.6,
+          "hsc_b": "Central",
+          "hsc_s": "Commerce",
+          "degree_p": 73.3,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 96.8,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 55.5,
+          "status": "Placed",
+          "salary": 425000.0
+        }
+      },
+      {
+        "scenario_id": "033",
+        "features": {
+          "sl_no": 59,
+          "gender": "M",
+          "ssc_p": 74.0,
+          "ssc_b": "Central",
+          "hsc_p": 62.0,
+          "hsc_b": "Others",
+          "hsc_s": "Science",
+          "degree_p": 68.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 74.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 57.99,
+          "status": "Placed",
+          "salary": 268000.0
+        }
+      },
+      {
+        "scenario_id": "034",
+        "features": {
+          "sl_no": 53,
+          "gender": "F",
+          "ssc_p": 40.89,
+          "ssc_b": "Others",
+          "hsc_p": 45.83,
+          "hsc_b": "Others",
+          "hsc_s": "Commerce",
+          "degree_p": 53.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 71.2,
+          "specialisation": "Mkt&HR",
+          "mba_p": 65.49,
+          "status": "Not Placed",
+          "salary": null
+        }
+      },
+      {
+        "scenario_id": "035",
+        "features": {
+          "sl_no": 195,
+          "gender": "M",
+          "ssc_p": 52.0,
+          "ssc_b": "Others",
+          "hsc_p": 55.0,
+          "hsc_b": "Others",
+          "hsc_s": "Commerce",
+          "degree_p": 56.3,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 59.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 64.74,
+          "status": "Not Placed",
+          "salary": null
+        }
+      },
+      {
+        "scenario_id": "036",
+        "features": {
+          "sl_no": 127,
+          "gender": "F",
+          "ssc_p": 79.0,
+          "ssc_b": "Others",
+          "hsc_p": 61.0,
+          "hsc_b": "Others",
+          "hsc_s": "Science",
+          "degree_p": 75.5,
+          "degree_t": "Sci&Tech",
+          "workex": "Yes",
+          "etest_p": 70.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 68.2,
+          "status": "Placed",
+          "salary": 210000.0
+        }
+      },
+      {
+        "scenario_id": "037",
+        "features": {
+          "sl_no": 84,
+          "gender": "M",
+          "ssc_p": 84.0,
+          "ssc_b": "Others",
+          "hsc_p": 79.0,
+          "hsc_b": "Others",
+          "hsc_s": "Science",
+          "degree_p": 68.0,
+          "degree_t": "Sci&Tech",
+          "workex": "Yes",
+          "etest_p": 84.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 66.69,
+          "status": "Placed",
+          "salary": 300000.0
+        }
+      },
+      {
+        "scenario_id": "038",
+        "features": {
+          "sl_no": 175,
+          "gender": "M",
+          "ssc_p": 73.24,
+          "ssc_b": "Others",
+          "hsc_p": 50.83,
+          "hsc_b": "Others",
+          "hsc_s": "Science",
+          "degree_p": 64.27,
+          "degree_t": "Sci&Tech",
+          "workex": "Yes",
+          "etest_p": 64.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 66.23,
+          "status": "Placed",
+          "salary": 500000.0
+        }
+      },
+      {
+        "scenario_id": "039",
+        "features": {
+          "sl_no": 125,
+          "gender": "M",
+          "ssc_p": 67.0,
+          "ssc_b": "Central",
+          "hsc_p": 71.0,
+          "hsc_b": "Central",
+          "hsc_s": "Science",
+          "degree_p": 64.33,
+          "degree_t": "Others",
+          "workex": "Yes",
+          "etest_p": 64.0,
+          "specialisation": "Mkt&HR",
+          "mba_p": 61.26,
+          "status": "Placed",
+          "salary": 250000.0
+        }
+      },
+      {
+        "scenario_id": "040",
+        "features": {
+          "sl_no": 47,
+          "gender": "F",
+          "ssc_p": 70.89,
+          "ssc_b": "Others",
+          "hsc_p": 71.98,
+          "hsc_b": "Others",
+          "hsc_s": "Science",
+          "degree_p": 65.6,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 68.0,
+          "specialisation": "Mkt&HR",
+          "mba_p": 71.63,
+          "status": "Not Placed",
+          "salary": null
+        }
+      },
+      {
+        "scenario_id": "041",
+        "features": {
+          "sl_no": 187,
+          "gender": "F",
+          "ssc_p": 52.0,
+          "ssc_b": "Central",
+          "hsc_p": 64.0,
+          "hsc_b": "Central",
+          "hsc_s": "Commerce",
+          "degree_p": 61.0,
+          "degree_t": "Comm&Mgmt",
+          "workex": "No",
+          "etest_p": 55.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 62.93,
+          "status": "Not Placed",
+          "salary": null
+        }
+      },
+      {
+        "scenario_id": "042",
+        "features": {
+          "sl_no": 2,
+          "gender": "M",
+          "ssc_p": 79.33,
+          "ssc_b": "Central",
+          "hsc_p": 78.33,
+          "hsc_b": "Others",
+          "hsc_s": "Science",
+          "degree_p": 77.48,
+          "degree_t": "Sci&Tech",
+          "workex": "Yes",
+          "etest_p": 86.5,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 66.28,
+          "status": "Placed",
+          "salary": 200000.0
+        }
+      },
+      {
+        "scenario_id": "043",
+        "features": {
+          "sl_no": 43,
+          "gender": "M",
+          "ssc_p": 49.0,
+          "ssc_b": "Others",
+          "hsc_p": 39.0,
+          "hsc_b": "Central",
+          "hsc_s": "Science",
+          "degree_p": 65.0,
+          "degree_t": "Others",
+          "workex": "No",
+          "etest_p": 63.0,
+          "specialisation": "Mkt&Fin",
+          "mba_p": 51.21,
+          "status": "Not Placed",
+          "salary": null
+        }
+      }
+    ],
+    "target_column": "salary",
+    "task_sub_type": "regression",
+    "ranking_ground_truth": {
+      "top_k_ids": [
+        "016",
+        "032",
+        "022",
+        "005",
+        "002",
+        "008",
+        "033"
+      ]
     },
-    "final_decision": {},
-    "what_if": {},
-    "ground_truth": {
-        "extracted_features": [
-            {
-                "scenario_id": "001",
-                "features": {
-                    "sl_no": 174,
-                    "gender": "F",
-                    "ssc_p": 52.0,
-                    "ssc_b": "Others",
-                    "hsc_p": 52.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Science",
-                    "degree_p": 55.0,
-                    "degree_t": "Sci&Tech",
-                    "workex": "No",
-                    "etest_p": 67.0,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 59.32,
-                    "status": "Not Placed",
-                    "salary": null
-                }
-            },
-            {
-                "scenario_id": "002",
-                "features": {
-                    "sl_no": 91,
-                    "gender": "F",
-                    "ssc_p": 85.0,
-                    "ssc_b": "Others",
-                    "hsc_p": 90.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Commerce",
-                    "degree_p": 82.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 92.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 68.03,
-                    "status": "Placed",
-                    "salary": 300000.0
-                }
-            },
-            {
-                "scenario_id": "003",
-                "features": {
-                    "sl_no": 89,
-                    "gender": "F",
-                    "ssc_p": 66.0,
-                    "ssc_b": "Central",
-                    "hsc_p": 62.0,
-                    "hsc_b": "Central",
-                    "hsc_s": "Commerce",
-                    "degree_p": 73.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 58.0,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 64.36,
-                    "status": "Placed",
-                    "salary": 210000.0
-                }
-            },
-            {
-                "scenario_id": "004",
-                "features": {
-                    "sl_no": 34,
-                    "gender": "F",
-                    "ssc_p": 87.0,
-                    "ssc_b": "Others",
-                    "hsc_p": 65.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Science",
-                    "degree_p": 81.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "Yes",
-                    "etest_p": 88.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 72.78,
-                    "status": "Placed",
-                    "salary": 260000.0
-                }
-            },
-            {
-                "scenario_id": "005",
-                "features": {
-                    "sl_no": 29,
-                    "gender": "M",
-                    "ssc_p": 76.76,
-                    "ssc_b": "Others",
-                    "hsc_p": 76.5,
-                    "hsc_b": "Others",
-                    "hsc_s": "Commerce",
-                    "degree_p": 67.5,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "Yes",
-                    "etest_p": 73.35,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 64.15,
-                    "status": "Placed",
-                    "salary": 350000.0
-                }
-            },
-            {
-                "scenario_id": "006",
-                "features": {
-                    "sl_no": 45,
-                    "gender": "F",
-                    "ssc_p": 77.0,
-                    "ssc_b": "Others",
-                    "hsc_p": 73.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Commerce",
-                    "degree_p": 81.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "Yes",
-                    "etest_p": 89.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 69.7,
-                    "status": "Placed",
-                    "salary": 200000.0
-                }
-            },
-            {
-                "scenario_id": "007",
-                "features": {
-                    "sl_no": 197,
-                    "gender": "M",
-                    "ssc_p": 72.0,
-                    "ssc_b": "Others",
-                    "hsc_p": 63.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Science",
-                    "degree_p": 77.5,
-                    "degree_t": "Sci&Tech",
-                    "workex": "Yes",
-                    "etest_p": 78.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 54.48,
-                    "status": "Placed",
-                    "salary": 250000.0
-                }
-            },
-            {
-                "scenario_id": "008",
-                "features": {
-                    "sl_no": 144,
-                    "gender": "M",
-                    "ssc_p": 77.67,
-                    "ssc_b": "Others",
-                    "hsc_p": 64.89,
-                    "hsc_b": "Others",
-                    "hsc_s": "Commerce",
-                    "degree_p": 70.67,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 89.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 60.39,
-                    "status": "Placed",
-                    "salary": 300000.0
-                }
-            },
-            {
-                "scenario_id": "009",
-                "features": {
-                    "sl_no": 156,
-                    "gender": "M",
-                    "ssc_p": 51.57,
-                    "ssc_b": "Others",
-                    "hsc_p": 74.66,
-                    "hsc_b": "Others",
-                    "hsc_s": "Commerce",
-                    "degree_p": 59.9,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "Yes",
-                    "etest_p": 56.15,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 65.99,
-                    "status": "Not Placed",
-                    "salary": null
-                }
-            },
-            {
-                "scenario_id": "010",
-                "features": {
-                    "sl_no": 146,
-                    "gender": "M",
-                    "ssc_p": 89.4,
-                    "ssc_b": "Others",
-                    "hsc_p": 65.66,
-                    "hsc_b": "Others",
-                    "hsc_s": "Science",
-                    "degree_p": 71.25,
-                    "degree_t": "Sci&Tech",
-                    "workex": "No",
-                    "etest_p": 72.0,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 63.23,
-                    "status": "Placed",
-                    "salary": 400000.0
-                }
-            },
-            {
-                "scenario_id": "011",
-                "features": {
-                    "sl_no": 141,
-                    "gender": "M",
-                    "ssc_p": 65.0,
-                    "ssc_b": "Central",
-                    "hsc_p": 64.8,
-                    "hsc_b": "Others",
-                    "hsc_s": "Commerce",
-                    "degree_p": 69.5,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "Yes",
-                    "etest_p": 56.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 56.94,
-                    "status": "Placed",
-                    "salary": 265000.0
-                }
-            },
-            {
-                "scenario_id": "012",
-                "features": {
-                    "sl_no": 42,
-                    "gender": "F",
-                    "ssc_p": 74.0,
-                    "ssc_b": "Others",
-                    "hsc_p": 63.16,
-                    "hsc_b": "Others",
-                    "hsc_s": "Commerce",
-                    "degree_p": 65.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "Yes",
-                    "etest_p": 65.0,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 69.76,
-                    "status": "Not Placed",
-                    "salary": null
-                }
-            },
-            {
-                "scenario_id": "013",
-                "features": {
-                    "sl_no": 124,
-                    "gender": "M",
-                    "ssc_p": 74.0,
-                    "ssc_b": "Others",
-                    "hsc_p": 59.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Commerce",
-                    "degree_p": 73.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "Yes",
-                    "etest_p": 60.0,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 56.7,
-                    "status": "Placed",
-                    "salary": 240000.0
-                }
-            },
-            {
-                "scenario_id": "014",
-                "features": {
-                    "sl_no": 46,
-                    "gender": "F",
-                    "ssc_p": 76.0,
-                    "ssc_b": "Central",
-                    "hsc_p": 64.0,
-                    "hsc_b": "Central",
-                    "hsc_s": "Science",
-                    "degree_p": 72.0,
-                    "degree_t": "Sci&Tech",
-                    "workex": "No",
-                    "etest_p": 58.0,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 66.53,
-                    "status": "Not Placed",
-                    "salary": null
-                }
-            },
-            {
-                "scenario_id": "015",
-                "features": {
-                    "sl_no": 105,
-                    "gender": "M",
-                    "ssc_p": 69.0,
-                    "ssc_b": "Central",
-                    "hsc_p": 63.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Science",
-                    "degree_p": 65.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "Yes",
-                    "etest_p": 55.0,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 58.23,
-                    "status": "Placed",
-                    "salary": 360000.0
-                }
-            },
-            {
-                "scenario_id": "016",
-                "features": {
-                    "sl_no": 178,
-                    "gender": "F",
-                    "ssc_p": 73.0,
-                    "ssc_b": "Central",
-                    "hsc_p": 97.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Commerce",
-                    "degree_p": 79.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "Yes",
-                    "etest_p": 89.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 70.81,
-                    "status": "Placed",
-                    "salary": 650000.0
-                }
-            },
-            {
-                "scenario_id": "017",
-                "features": {
-                    "sl_no": 94,
-                    "gender": "M",
-                    "ssc_p": 52.0,
-                    "ssc_b": "Central",
-                    "hsc_p": 62.0,
-                    "hsc_b": "Central",
-                    "hsc_s": "Commerce",
-                    "degree_p": 54.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 72.0,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 55.41,
-                    "status": "Not Placed",
-                    "salary": null
-                }
-            },
-            {
-                "scenario_id": "018",
-                "features": {
-                    "sl_no": 50,
-                    "gender": "F",
-                    "ssc_p": 50.0,
-                    "ssc_b": "Others",
-                    "hsc_p": 37.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Arts",
-                    "degree_p": 52.0,
-                    "degree_t": "Others",
-                    "workex": "No",
-                    "etest_p": 65.0,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 56.11,
-                    "status": "Not Placed",
-                    "salary": null
-                }
-            },
-            {
-                "scenario_id": "019",
-                "features": {
-                    "sl_no": 136,
-                    "gender": "F",
-                    "ssc_p": 72.0,
-                    "ssc_b": "Central",
-                    "hsc_p": 56.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Science",
-                    "degree_p": 69.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 55.6,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 65.63,
-                    "status": "Placed",
-                    "salary": 200000.0
-                }
-            },
-            {
-                "scenario_id": "020",
-                "features": {
-                    "sl_no": 51,
-                    "gender": "F",
-                    "ssc_p": 75.2,
-                    "ssc_b": "Central",
-                    "hsc_p": 73.2,
-                    "hsc_b": "Central",
-                    "hsc_s": "Science",
-                    "degree_p": 68.4,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 65.0,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 62.98,
-                    "status": "Placed",
-                    "salary": 200000.0
-                }
-            },
-            {
-                "scenario_id": "021",
-                "features": {
-                    "sl_no": 118,
-                    "gender": "M",
-                    "ssc_p": 77.0,
-                    "ssc_b": "Others",
-                    "hsc_p": 75.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Science",
-                    "degree_p": 73.0,
-                    "degree_t": "Sci&Tech",
-                    "workex": "No",
-                    "etest_p": 80.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 67.05,
-                    "status": "Placed",
-                    "salary": 240000.0
-                }
-            },
-            {
-                "scenario_id": "022",
-                "features": {
-                    "sl_no": 211,
-                    "gender": "M",
-                    "ssc_p": 80.6,
-                    "ssc_b": "Others",
-                    "hsc_p": 82.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Commerce",
-                    "degree_p": 77.6,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 91.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 74.49,
-                    "status": "Placed",
-                    "salary": 400000.0
-                }
-            },
-            {
-                "scenario_id": "023",
-                "features": {
-                    "sl_no": 72,
-                    "gender": "M",
-                    "ssc_p": 75.0,
-                    "ssc_b": "Others",
-                    "hsc_p": 70.29,
-                    "hsc_b": "Others",
-                    "hsc_s": "Commerce",
-                    "degree_p": 71.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 95.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 66.94,
-                    "status": "Placed",
-                    "salary": 240000.0
-                }
-            },
-            {
-                "scenario_id": "024",
-                "features": {
-                    "sl_no": 81,
-                    "gender": "F",
-                    "ssc_p": 69.0,
-                    "ssc_b": "Others",
-                    "hsc_p": 62.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Commerce",
-                    "degree_p": 69.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "Yes",
-                    "etest_p": 67.0,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 62.35,
-                    "status": "Placed",
-                    "salary": 240000.0
-                }
-            },
-            {
-                "scenario_id": "025",
-                "features": {
-                    "sl_no": 129,
-                    "gender": "M",
-                    "ssc_p": 80.4,
-                    "ssc_b": "Central",
-                    "hsc_p": 73.4,
-                    "hsc_b": "Central",
-                    "hsc_s": "Science",
-                    "degree_p": 77.72,
-                    "degree_t": "Sci&Tech",
-                    "workex": "Yes",
-                    "etest_p": 81.2,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 76.26,
-                    "status": "Placed",
-                    "salary": 400000.0
-                }
-            },
-            {
-                "scenario_id": "026",
-                "features": {
-                    "sl_no": 119,
-                    "gender": "M",
-                    "ssc_p": 76.0,
-                    "ssc_b": "Central",
-                    "hsc_p": 80.0,
-                    "hsc_b": "Central",
-                    "hsc_s": "Science",
-                    "degree_p": 78.0,
-                    "degree_t": "Sci&Tech",
-                    "workex": "Yes",
-                    "etest_p": 97.0,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 70.48,
-                    "status": "Placed",
-                    "salary": 276000.0
-                }
-            },
-            {
-                "scenario_id": "027",
-                "features": {
-                    "sl_no": 16,
-                    "gender": "F",
-                    "ssc_p": 65.0,
-                    "ssc_b": "Central",
-                    "hsc_p": 75.0,
-                    "hsc_b": "Central",
-                    "hsc_s": "Commerce",
-                    "degree_p": 69.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "Yes",
-                    "etest_p": 72.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 64.66,
-                    "status": "Placed",
-                    "salary": 200000.0
-                }
-            },
-            {
-                "scenario_id": "028",
-                "features": {
-                    "sl_no": 151,
-                    "gender": "M",
-                    "ssc_p": 71.0,
-                    "ssc_b": "Central",
-                    "hsc_p": 58.66,
-                    "hsc_b": "Central",
-                    "hsc_s": "Science",
-                    "degree_p": 58.0,
-                    "degree_t": "Sci&Tech",
-                    "workex": "Yes",
-                    "etest_p": 56.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 61.3,
-                    "status": "Placed",
-                    "salary": 690000.0
-                }
-            },
-            {
-                "scenario_id": "029",
-                "features": {
-                    "sl_no": 102,
-                    "gender": "M",
-                    "ssc_p": 63.0,
-                    "ssc_b": "Central",
-                    "hsc_p": 72.0,
-                    "hsc_b": "Central",
-                    "hsc_s": "Commerce",
-                    "degree_p": 68.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 78.0,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 60.44,
-                    "status": "Placed",
-                    "salary": 380000.0
-                }
-            },
-            {
-                "scenario_id": "030",
-                "features": {
-                    "sl_no": 194,
-                    "gender": "F",
-                    "ssc_p": 60.0,
-                    "ssc_b": "Central",
-                    "hsc_p": 63.0,
-                    "hsc_b": "Central",
-                    "hsc_s": "Arts",
-                    "degree_p": 56.0,
-                    "degree_t": "Others",
-                    "workex": "Yes",
-                    "etest_p": 80.0,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 56.63,
-                    "status": "Placed",
-                    "salary": 300000.0
-                }
-            },
-            {
-                "scenario_id": "031",
-                "features": {
-                    "sl_no": 111,
-                    "gender": "F",
-                    "ssc_p": 69.5,
-                    "ssc_b": "Central",
-                    "hsc_p": 70.0,
-                    "hsc_b": "Central",
-                    "hsc_s": "Science",
-                    "degree_p": 72.0,
-                    "degree_t": "Sci&Tech",
-                    "workex": "No",
-                    "etest_p": 57.2,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 54.8,
-                    "status": "Placed",
-                    "salary": 250000.0
-                }
-            },
-            {
-                "scenario_id": "032",
-                "features": {
-                    "sl_no": 5,
-                    "gender": "M",
-                    "ssc_p": 85.8,
-                    "ssc_b": "Central",
-                    "hsc_p": 73.6,
-                    "hsc_b": "Central",
-                    "hsc_s": "Commerce",
-                    "degree_p": 73.3,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 96.8,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 55.5,
-                    "status": "Placed",
-                    "salary": 425000.0
-                }
-            },
-            {
-                "scenario_id": "033",
-                "features": {
-                    "sl_no": 59,
-                    "gender": "M",
-                    "ssc_p": 74.0,
-                    "ssc_b": "Central",
-                    "hsc_p": 62.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Science",
-                    "degree_p": 68.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 74.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 57.99,
-                    "status": "Placed",
-                    "salary": 268000.0
-                }
-            },
-            {
-                "scenario_id": "034",
-                "features": {
-                    "sl_no": 53,
-                    "gender": "F",
-                    "ssc_p": 40.89,
-                    "ssc_b": "Others",
-                    "hsc_p": 45.83,
-                    "hsc_b": "Others",
-                    "hsc_s": "Commerce",
-                    "degree_p": 53.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 71.2,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 65.49,
-                    "status": "Not Placed",
-                    "salary": null
-                }
-            },
-            {
-                "scenario_id": "035",
-                "features": {
-                    "sl_no": 195,
-                    "gender": "M",
-                    "ssc_p": 52.0,
-                    "ssc_b": "Others",
-                    "hsc_p": 55.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Commerce",
-                    "degree_p": 56.3,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 59.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 64.74,
-                    "status": "Not Placed",
-                    "salary": null
-                }
-            },
-            {
-                "scenario_id": "036",
-                "features": {
-                    "sl_no": 127,
-                    "gender": "F",
-                    "ssc_p": 79.0,
-                    "ssc_b": "Others",
-                    "hsc_p": 61.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Science",
-                    "degree_p": 75.5,
-                    "degree_t": "Sci&Tech",
-                    "workex": "Yes",
-                    "etest_p": 70.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 68.2,
-                    "status": "Placed",
-                    "salary": 210000.0
-                }
-            },
-            {
-                "scenario_id": "037",
-                "features": {
-                    "sl_no": 84,
-                    "gender": "M",
-                    "ssc_p": 84.0,
-                    "ssc_b": "Others",
-                    "hsc_p": 79.0,
-                    "hsc_b": "Others",
-                    "hsc_s": "Science",
-                    "degree_p": 68.0,
-                    "degree_t": "Sci&Tech",
-                    "workex": "Yes",
-                    "etest_p": 84.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 66.69,
-                    "status": "Placed",
-                    "salary": 300000.0
-                }
-            },
-            {
-                "scenario_id": "038",
-                "features": {
-                    "sl_no": 175,
-                    "gender": "M",
-                    "ssc_p": 73.24,
-                    "ssc_b": "Others",
-                    "hsc_p": 50.83,
-                    "hsc_b": "Others",
-                    "hsc_s": "Science",
-                    "degree_p": 64.27,
-                    "degree_t": "Sci&Tech",
-                    "workex": "Yes",
-                    "etest_p": 64.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 66.23,
-                    "status": "Placed",
-                    "salary": 500000.0
-                }
-            },
-            {
-                "scenario_id": "039",
-                "features": {
-                    "sl_no": 125,
-                    "gender": "M",
-                    "ssc_p": 67.0,
-                    "ssc_b": "Central",
-                    "hsc_p": 71.0,
-                    "hsc_b": "Central",
-                    "hsc_s": "Science",
-                    "degree_p": 64.33,
-                    "degree_t": "Others",
-                    "workex": "Yes",
-                    "etest_p": 64.0,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 61.26,
-                    "status": "Placed",
-                    "salary": 250000.0
-                }
-            },
-            {
-                "scenario_id": "040",
-                "features": {
-                    "sl_no": 47,
-                    "gender": "F",
-                    "ssc_p": 70.89,
-                    "ssc_b": "Others",
-                    "hsc_p": 71.98,
-                    "hsc_b": "Others",
-                    "hsc_s": "Science",
-                    "degree_p": 65.6,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 68.0,
-                    "specialisation": "Mkt&HR",
-                    "mba_p": 71.63,
-                    "status": "Not Placed",
-                    "salary": null
-                }
-            },
-            {
-                "scenario_id": "041",
-                "features": {
-                    "sl_no": 187,
-                    "gender": "F",
-                    "ssc_p": 52.0,
-                    "ssc_b": "Central",
-                    "hsc_p": 64.0,
-                    "hsc_b": "Central",
-                    "hsc_s": "Commerce",
-                    "degree_p": 61.0,
-                    "degree_t": "Comm&Mgmt",
-                    "workex": "No",
-                    "etest_p": 55.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 62.93,
-                    "status": "Not Placed",
-                    "salary": null
-                }
-            },
-            {
-                "scenario_id": "042",
-                "features": {
-                    "sl_no": 2,
-                    "gender": "M",
-                    "ssc_p": 79.33,
-                    "ssc_b": "Central",
-                    "hsc_p": 78.33,
-                    "hsc_b": "Others",
-                    "hsc_s": "Science",
-                    "degree_p": 77.48,
-                    "degree_t": "Sci&Tech",
-                    "workex": "Yes",
-                    "etest_p": 86.5,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 66.28,
-                    "status": "Placed",
-                    "salary": 200000.0
-                }
-            },
-            {
-                "scenario_id": "043",
-                "features": {
-                    "sl_no": 43,
-                    "gender": "M",
-                    "ssc_p": 49.0,
-                    "ssc_b": "Others",
-                    "hsc_p": 39.0,
-                    "hsc_b": "Central",
-                    "hsc_s": "Science",
-                    "degree_p": 65.0,
-                    "degree_t": "Others",
-                    "workex": "No",
-                    "etest_p": 63.0,
-                    "specialisation": "Mkt&Fin",
-                    "mba_p": 51.21,
-                    "status": "Not Placed",
-                    "salary": null
-                }
-            }
-        ],
-        "target_column": "salary",
-        "task_sub_type": "regression",
-        "ranking_ground_truth": {
-            "top_k_ids": [
-                "016",
-                "032",
-                "022",
-                "005",
-                "002",
-                "008",
-                "033"
-            ]
-        },
-        "active_filters": [
-            {
-                "col": "specialisation",
-                "op": "==",
-                "val": "Mkt&Fin"
-            },
-            {
-                "col": "degree_t",
-                "op": "==",
-                "val": "Comm&Mgmt"
-            }
-        ],
-        "sort_direction": "high"
-    },
-    "response": "",
-    "evaluation_score": {}
-}
\ No newline at end of file
+    "active_filters": [
+      {
+        "col": "status",
+        "op": "==",
+        "val": "Placed"
+      },
+      {
+        "col": "specialisation",
+        "op": "==",
+        "val": "Mkt&Fin"
+      },
+      {
+        "col": "degree_t",
+        "op": "==",
+        "val": "Comm&Mgmt"
+      }
+    ],
+    "sort_direction": "high"
+  },
+  "response": "",
+  "evaluation_score": {}
+}
diff --git a/ranking_and_filtering/finance/regression/Mall_Customer_Segmentation_Data_B4/Mall_Customer_Segmentation_Data_B4_001/Mall_Customer_Segmentation_Data_B4_001_current.json b/ranking_and_filtering/finance/regression/Mall_Customer_Segmentation_Data_B4/Mall_Customer_Segmentation_Data_B4_001/Mall_Customer_Segmentation_Data_B4_001_current.json
index 2f55b93133ece0f77ab97aed7e5b8530b00690c4..e613f03f9e1c541ccc186e9a5eebd37ce09e98c7 100644
--- a/ranking_and_filtering/finance/regression/Mall_Customer_Segmentation_Data_B4/Mall_Customer_Segmentation_Data_B4_001/Mall_Customer_Segmentation_Data_B4_001_current.json
+++ b/ranking_and_filtering/finance/regression/Mall_Customer_Segmentation_Data_B4/Mall_Customer_Segmentation_Data_B4_001/Mall_Customer_Segmentation_Data_B4_001_current.json
@@ -1,435 +1,435 @@
 {
-    "id": "001",
-    "task_type": "B4",
-    "subtask_type": "topk",
-    "perspective": "data_holder",
-    "dataset_name": "Mall Customer Segmentation Data",
-    "table_path": "output/Mall Customer Segmentation Data_B4/Mall Customer Segmentation Data_B4_001/test.csv",
-    "query": "For a new budget-conscious product line launch, I need to identify the 8 shoppers we estimate will be the most receptive based on their projected spending patterns, specifically using their Spending Score from our past sales logs. Who are our top candidates?",
-    "meta_info": {
-        "domain": "finance"
+  "id": "001",
+  "task_type": "B4",
+  "subtask_type": "topk",
+  "perspective": "data_holder",
+  "dataset_name": "Mall Customer Segmentation Data",
+  "table_path": "output/Mall Customer Segmentation Data_B4/Mall Customer Segmentation Data_B4_001/test.csv",
+  "query": "For a new budget-conscious product line launch, I need to identify the 8 shoppers expected to have the lowest Spending Scores in the new batch, using the patterns in our past sales logs. Who fits that low-spending segment?",
+  "meta_info": {
+    "domain": "finance"
+  },
+  "final_decision": {},
+  "what_if": {},
+  "ground_truth": {
+    "extracted_features": [
+      {
+        "scenario_id": "001",
+        "features": {
+          "CustomerID": 7,
+          "Gender": "Female",
+          "Age": 35,
+          "Annual Income (k$)": 18,
+          "Spending Score (1-100)": 6
+        }
+      },
+      {
+        "scenario_id": "002",
+        "features": {
+          "CustomerID": 157,
+          "Gender": "Male",
+          "Age": 37,
+          "Annual Income (k$)": 78,
+          "Spending Score (1-100)": 1
+        }
+      },
+      {
+        "scenario_id": "003",
+        "features": {
+          "CustomerID": 111,
+          "Gender": "Male",
+          "Age": 65,
+          "Annual Income (k$)": 63,
+          "Spending Score (1-100)": 52
+        }
+      },
+      {
+        "scenario_id": "004",
+        "features": {
+          "CustomerID": 103,
+          "Gender": "Male",
+          "Age": 67,
+          "Annual Income (k$)": 62,
+          "Spending Score (1-100)": 59
+        }
+      },
+      {
+        "scenario_id": "005",
+        "features": {
+          "CustomerID": 165,
+          "Gender": "Male",
+          "Age": 50,
+          "Annual Income (k$)": 85,
+          "Spending Score (1-100)": 26
+        }
+      },
+      {
+        "scenario_id": "006",
+        "features": {
+          "CustomerID": 1,
+          "Gender": "Male",
+          "Age": 19,
+          "Annual Income (k$)": 15,
+          "Spending Score (1-100)": 39
+        }
+      },
+      {
+        "scenario_id": "007",
+        "features": {
+          "CustomerID": 162,
+          "Gender": "Female",
+          "Age": 29,
+          "Annual Income (k$)": 79,
+          "Spending Score (1-100)": 83
+        }
+      },
+      {
+        "scenario_id": "008",
+        "features": {
+          "CustomerID": 126,
+          "Gender": "Female",
+          "Age": 31,
+          "Annual Income (k$)": 70,
+          "Spending Score (1-100)": 77
+        }
+      },
+      {
+        "scenario_id": "009",
+        "features": {
+          "CustomerID": 2,
+          "Gender": "Male",
+          "Age": 21,
+          "Annual Income (k$)": 15,
+          "Spending Score (1-100)": 81
+        }
+      },
+      {
+        "scenario_id": "010",
+        "features": {
+          "CustomerID": 159,
+          "Gender": "Male",
+          "Age": 34,
+          "Annual Income (k$)": 78,
+          "Spending Score (1-100)": 1
+        }
+      },
+      {
+        "scenario_id": "011",
+        "features": {
+          "CustomerID": 30,
+          "Gender": "Female",
+          "Age": 23,
+          "Annual Income (k$)": 29,
+          "Spending Score (1-100)": 87
+        }
+      },
+      {
+        "scenario_id": "012",
+        "features": {
+          "CustomerID": 34,
+          "Gender": "Male",
+          "Age": 18,
+          "Annual Income (k$)": 33,
+          "Spending Score (1-100)": 92
+        }
+      },
+      {
+        "scenario_id": "013",
+        "features": {
+          "CustomerID": 46,
+          "Gender": "Female",
+          "Age": 24,
+          "Annual Income (k$)": 39,
+          "Spending Score (1-100)": 65
+        }
+      },
+      {
+        "scenario_id": "014",
+        "features": {
+          "CustomerID": 94,
+          "Gender": "Female",
+          "Age": 40,
+          "Annual Income (k$)": 60,
+          "Spending Score (1-100)": 40
+        }
+      },
+      {
+        "scenario_id": "015",
+        "features": {
+          "CustomerID": 10,
+          "Gender": "Female",
+          "Age": 30,
+          "Annual Income (k$)": 19,
+          "Spending Score (1-100)": 72
+        }
+      },
+      {
+        "scenario_id": "016",
+        "features": {
+          "CustomerID": 73,
+          "Gender": "Female",
+          "Age": 60,
+          "Annual Income (k$)": 50,
+          "Spending Score (1-100)": 49
+        }
+      },
+      {
+        "scenario_id": "017",
+        "features": {
+          "CustomerID": 15,
+          "Gender": "Male",
+          "Age": 37,
+          "Annual Income (k$)": 20,
+          "Spending Score (1-100)": 13
+        }
+      },
+      {
+        "scenario_id": "018",
+        "features": {
+          "CustomerID": 191,
+          "Gender": "Female",
+          "Age": 34,
+          "Annual Income (k$)": 103,
+          "Spending Score (1-100)": 23
+        }
+      },
+      {
+        "scenario_id": "019",
+        "features": {
+          "CustomerID": 169,
+          "Gender": "Female",
+          "Age": 36,
+          "Annual Income (k$)": 87,
+          "Spending Score (1-100)": 27
+        }
+      },
+      {
+        "scenario_id": "020",
+        "features": {
+          "CustomerID": 4,
+          "Gender": "Female",
+          "Age": 23,
+          "Annual Income (k$)": 16,
+          "Spending Score (1-100)": 77
+        }
+      },
+      {
+        "scenario_id": "021",
+        "features": {
+          "CustomerID": 85,
+          "Gender": "Female",
+          "Age": 21,
+          "Annual Income (k$)": 54,
+          "Spending Score (1-100)": 57
+        }
+      },
+      {
+        "scenario_id": "022",
+        "features": {
+          "CustomerID": 109,
+          "Gender": "Male",
+          "Age": 68,
+          "Annual Income (k$)": 63,
+          "Spending Score (1-100)": 43
+        }
+      },
+      {
+        "scenario_id": "023",
+        "features": {
+          "CustomerID": 45,
+          "Gender": "Female",
+          "Age": 49,
+          "Annual Income (k$)": 39,
+          "Spending Score (1-100)": 28
+        }
+      },
+      {
+        "scenario_id": "024",
+        "features": {
+          "CustomerID": 140,
+          "Gender": "Female",
+          "Age": 35,
+          "Annual Income (k$)": 74,
+          "Spending Score (1-100)": 72
+        }
+      },
+      {
+        "scenario_id": "025",
+        "features": {
+          "CustomerID": 166,
+          "Gender": "Female",
+          "Age": 36,
+          "Annual Income (k$)": 85,
+          "Spending Score (1-100)": 75
+        }
+      },
+      {
+        "scenario_id": "026",
+        "features": {
+          "CustomerID": 123,
+          "Gender": "Female",
+          "Age": 40,
+          "Annual Income (k$)": 69,
+          "Spending Score (1-100)": 58
+        }
+      },
+      {
+        "scenario_id": "027",
+        "features": {
+          "CustomerID": 33,
+          "Gender": "Male",
+          "Age": 53,
+          "Annual Income (k$)": 33,
+          "Spending Score (1-100)": 4
+        }
+      },
+      {
+        "scenario_id": "028",
+        "features": {
+          "CustomerID": 76,
+          "Gender": "Male",
+          "Age": 26,
+          "Annual Income (k$)": 54,
+          "Spending Score (1-100)": 54
+        }
+      },
+      {
+        "scenario_id": "029",
+        "features": {
+          "CustomerID": 21,
+          "Gender": "Male",
+          "Age": 35,
+          "Annual Income (k$)": 24,
+          "Spending Score (1-100)": 35
+        }
+      },
+      {
+        "scenario_id": "030",
+        "features": {
+          "CustomerID": 144,
+          "Gender": "Female",
+          "Age": 32,
+          "Annual Income (k$)": 76,
+          "Spending Score (1-100)": 87
+        }
+      },
+      {
+        "scenario_id": "031",
+        "features": {
+          "CustomerID": 22,
+          "Gender": "Male",
+          "Age": 25,
+          "Annual Income (k$)": 24,
+          "Spending Score (1-100)": 73
+        }
+      },
+      {
+        "scenario_id": "032",
+        "features": {
+          "CustomerID": 68,
+          "Gender": "Female",
+          "Age": 68,
+          "Annual Income (k$)": 48,
+          "Spending Score (1-100)": 48
+        }
+      },
+      {
+        "scenario_id": "033",
+        "features": {
+          "CustomerID": 184,
+          "Gender": "Female",
+          "Age": 29,
+          "Annual Income (k$)": 98,
+          "Spending Score (1-100)": 88
+        }
+      },
+      {
+        "scenario_id": "034",
+        "features": {
+          "CustomerID": 167,
+          "Gender": "Male",
+          "Age": 42,
+          "Annual Income (k$)": 86,
+          "Spending Score (1-100)": 20
+        }
+      },
+      {
+        "scenario_id": "035",
+        "features": {
+          "CustomerID": 130,
+          "Gender": "Male",
+          "Age": 38,
+          "Annual Income (k$)": 71,
+          "Spending Score (1-100)": 75
+        }
+      },
+      {
+        "scenario_id": "036",
+        "features": {
+          "CustomerID": 164,
+          "Gender": "Female",
+          "Age": 31,
+          "Annual Income (k$)": 81,
+          "Spending Score (1-100)": 93
+        }
+      },
+      {
+        "scenario_id": "037",
+        "features": {
+          "CustomerID": 86,
+          "Gender": "Male",
+          "Age": 48,
+          "Annual Income (k$)": 54,
+          "Spending Score (1-100)": 46
+        }
+      },
+      {
+        "scenario_id": "038",
+        "features": {
+          "CustomerID": 121,
+          "Gender": "Male",
+          "Age": 27,
+          "Annual Income (k$)": 67,
+          "Spending Score (1-100)": 56
+        }
+      },
+      {
+        "scenario_id": "039",
+        "features": {
+          "CustomerID": 177,
+          "Gender": "Male",
+          "Age": 58,
+          "Annual Income (k$)": 88,
+          "Spending Score (1-100)": 15
+        }
+      },
+      {
+        "scenario_id": "040",
+        "features": {
+          "CustomerID": 43,
+          "Gender": "Male",
+          "Age": 48,
+          "Annual Income (k$)": 39,
+          "Spending Score (1-100)": 36
+        }
+      }
+    ],
+    "target_column": "Spending Score (1-100)",
+    "task_sub_type": "regression",
+    "ranking_ground_truth": {
+      "top_k_ids": [
+        "002",
+        "010",
+        "027",
+        "001",
+        "017",
+        "039",
+        "034",
+        "018"
+      ]
     },
-    "final_decision": {},
-    "what_if": {},
-    "ground_truth": {
-        "extracted_features": [
-            {
-                "scenario_id": "001",
-                "features": {
-                    "CustomerID": 7,
-                    "Gender": "Female",
-                    "Age": 35,
-                    "Annual Income (k$)": 18,
-                    "Spending Score (1-100)": 6
-                }
-            },
-            {
-                "scenario_id": "002",
-                "features": {
-                    "CustomerID": 157,
-                    "Gender": "Male",
-                    "Age": 37,
-                    "Annual Income (k$)": 78,
-                    "Spending Score (1-100)": 1
-                }
-            },
-            {
-                "scenario_id": "003",
-                "features": {
-                    "CustomerID": 111,
-                    "Gender": "Male",
-                    "Age": 65,
-                    "Annual Income (k$)": 63,
-                    "Spending Score (1-100)": 52
-                }
-            },
-            {
-                "scenario_id": "004",
-                "features": {
-                    "CustomerID": 103,
-                    "Gender": "Male",
-                    "Age": 67,
-                    "Annual Income (k$)": 62,
-                    "Spending Score (1-100)": 59
-                }
-            },
-            {
-                "scenario_id": "005",
-                "features": {
-                    "CustomerID": 165,
-                    "Gender": "Male",
-                    "Age": 50,
-                    "Annual Income (k$)": 85,
-                    "Spending Score (1-100)": 26
-                }
-            },
-            {
-                "scenario_id": "006",
-                "features": {
-                    "CustomerID": 1,
-                    "Gender": "Male",
-                    "Age": 19,
-                    "Annual Income (k$)": 15,
-                    "Spending Score (1-100)": 39
-                }
-            },
-            {
-                "scenario_id": "007",
-                "features": {
-                    "CustomerID": 162,
-                    "Gender": "Female",
-                    "Age": 29,
-                    "Annual Income (k$)": 79,
-                    "Spending Score (1-100)": 83
-                }
-            },
-            {
-                "scenario_id": "008",
-                "features": {
-                    "CustomerID": 126,
-                    "Gender": "Female",
-                    "Age": 31,
-                    "Annual Income (k$)": 70,
-                    "Spending Score (1-100)": 77
-                }
-            },
-            {
-                "scenario_id": "009",
-                "features": {
-                    "CustomerID": 2,
-                    "Gender": "Male",
-                    "Age": 21,
-                    "Annual Income (k$)": 15,
-                    "Spending Score (1-100)": 81
-                }
-            },
-            {
-                "scenario_id": "010",
-                "features": {
-                    "CustomerID": 159,
-                    "Gender": "Male",
-                    "Age": 34,
-                    "Annual Income (k$)": 78,
-                    "Spending Score (1-100)": 1
-                }
-            },
-            {
-                "scenario_id": "011",
-                "features": {
-                    "CustomerID": 30,
-                    "Gender": "Female",
-                    "Age": 23,
-                    "Annual Income (k$)": 29,
-                    "Spending Score (1-100)": 87
-                }
-            },
-            {
-                "scenario_id": "012",
-                "features": {
-                    "CustomerID": 34,
-                    "Gender": "Male",
-                    "Age": 18,
-                    "Annual Income (k$)": 33,
-                    "Spending Score (1-100)": 92
-                }
-            },
-            {
-                "scenario_id": "013",
-                "features": {
-                    "CustomerID": 46,
-                    "Gender": "Female",
-                    "Age": 24,
-                    "Annual Income (k$)": 39,
-                    "Spending Score (1-100)": 65
-                }
-            },
-            {
-                "scenario_id": "014",
-                "features": {
-                    "CustomerID": 94,
-                    "Gender": "Female",
-                    "Age": 40,
-                    "Annual Income (k$)": 60,
-                    "Spending Score (1-100)": 40
-                }
-            },
-            {
-                "scenario_id": "015",
-                "features": {
-                    "CustomerID": 10,
-                    "Gender": "Female",
-                    "Age": 30,
-                    "Annual Income (k$)": 19,
-                    "Spending Score (1-100)": 72
-                }
-            },
-            {
-                "scenario_id": "016",
-                "features": {
-                    "CustomerID": 73,
-                    "Gender": "Female",
-                    "Age": 60,
-                    "Annual Income (k$)": 50,
-                    "Spending Score (1-100)": 49
-                }
-            },
-            {
-                "scenario_id": "017",
-                "features": {
-                    "CustomerID": 15,
-                    "Gender": "Male",
-                    "Age": 37,
-                    "Annual Income (k$)": 20,
-                    "Spending Score (1-100)": 13
-                }
-            },
-            {
-                "scenario_id": "018",
-                "features": {
-                    "CustomerID": 191,
-                    "Gender": "Female",
-                    "Age": 34,
-                    "Annual Income (k$)": 103,
-                    "Spending Score (1-100)": 23
-                }
-            },
-            {
-                "scenario_id": "019",
-                "features": {
-                    "CustomerID": 169,
-                    "Gender": "Female",
-                    "Age": 36,
-                    "Annual Income (k$)": 87,
-                    "Spending Score (1-100)": 27
-                }
-            },
-            {
-                "scenario_id": "020",
-                "features": {
-                    "CustomerID": 4,
-                    "Gender": "Female",
-                    "Age": 23,
-                    "Annual Income (k$)": 16,
-                    "Spending Score (1-100)": 77
-                }
-            },
-            {
-                "scenario_id": "021",
-                "features": {
-                    "CustomerID": 85,
-                    "Gender": "Female",
-                    "Age": 21,
-                    "Annual Income (k$)": 54,
-                    "Spending Score (1-100)": 57
-                }
-            },
-            {
-                "scenario_id": "022",
-                "features": {
-                    "CustomerID": 109,
-                    "Gender": "Male",
-                    "Age": 68,
-                    "Annual Income (k$)": 63,
-                    "Spending Score (1-100)": 43
-                }
-            },
-            {
-                "scenario_id": "023",
-                "features": {
-                    "CustomerID": 45,
-                    "Gender": "Female",
-                    "Age": 49,
-                    "Annual Income (k$)": 39,
-                    "Spending Score (1-100)": 28
-                }
-            },
-            {
-                "scenario_id": "024",
-                "features": {
-                    "CustomerID": 140,
-                    "Gender": "Female",
-                    "Age": 35,
-                    "Annual Income (k$)": 74,
-                    "Spending Score (1-100)": 72
-                }
-            },
-            {
-                "scenario_id": "025",
-                "features": {
-                    "CustomerID": 166,
-                    "Gender": "Female",
-                    "Age": 36,
-                    "Annual Income (k$)": 85,
-                    "Spending Score (1-100)": 75
-                }
-            },
-            {
-                "scenario_id": "026",
-                "features": {
-                    "CustomerID": 123,
-                    "Gender": "Female",
-                    "Age": 40,
-                    "Annual Income (k$)": 69,
-                    "Spending Score (1-100)": 58
-                }
-            },
-            {
-                "scenario_id": "027",
-                "features": {
-                    "CustomerID": 33,
-                    "Gender": "Male",
-                    "Age": 53,
-                    "Annual Income (k$)": 33,
-                    "Spending Score (1-100)": 4
-                }
-            },
-            {
-                "scenario_id": "028",
-                "features": {
-                    "CustomerID": 76,
-                    "Gender": "Male",
-                    "Age": 26,
-                    "Annual Income (k$)": 54,
-                    "Spending Score (1-100)": 54
-                }
-            },
-            {
-                "scenario_id": "029",
-                "features": {
-                    "CustomerID": 21,
-                    "Gender": "Male",
-                    "Age": 35,
-                    "Annual Income (k$)": 24,
-                    "Spending Score (1-100)": 35
-                }
-            },
-            {
-                "scenario_id": "030",
-                "features": {
-                    "CustomerID": 144,
-                    "Gender": "Female",
-                    "Age": 32,
-                    "Annual Income (k$)": 76,
-                    "Spending Score (1-100)": 87
-                }
-            },
-            {
-                "scenario_id": "031",
-                "features": {
-                    "CustomerID": 22,
-                    "Gender": "Male",
-                    "Age": 25,
-                    "Annual Income (k$)": 24,
-                    "Spending Score (1-100)": 73
-                }
-            },
-            {
-                "scenario_id": "032",
-                "features": {
-                    "CustomerID": 68,
-                    "Gender": "Female",
-                    "Age": 68,
-                    "Annual Income (k$)": 48,
-                    "Spending Score (1-100)": 48
-                }
-            },
-            {
-                "scenario_id": "033",
-                "features": {
-                    "CustomerID": 184,
-                    "Gender": "Female",
-                    "Age": 29,
-                    "Annual Income (k$)": 98,
-                    "Spending Score (1-100)": 88
-                }
-            },
-            {
-                "scenario_id": "034",
-                "features": {
-                    "CustomerID": 167,
-                    "Gender": "Male",
-                    "Age": 42,
-                    "Annual Income (k$)": 86,
-                    "Spending Score (1-100)": 20
-                }
-            },
-            {
-                "scenario_id": "035",
-                "features": {
-                    "CustomerID": 130,
-                    "Gender": "Male",
-                    "Age": 38,
-                    "Annual Income (k$)": 71,
-                    "Spending Score (1-100)": 75
-                }
-            },
-            {
-                "scenario_id": "036",
-                "features": {
-                    "CustomerID": 164,
-                    "Gender": "Female",
-                    "Age": 31,
-                    "Annual Income (k$)": 81,
-                    "Spending Score (1-100)": 93
-                }
-            },
-            {
-                "scenario_id": "037",
-                "features": {
-                    "CustomerID": 86,
-                    "Gender": "Male",
-                    "Age": 48,
-                    "Annual Income (k$)": 54,
-                    "Spending Score (1-100)": 46
-                }
-            },
-            {
-                "scenario_id": "038",
-                "features": {
-                    "CustomerID": 121,
-                    "Gender": "Male",
-                    "Age": 27,
-                    "Annual Income (k$)": 67,
-                    "Spending Score (1-100)": 56
-                }
-            },
-            {
-                "scenario_id": "039",
-                "features": {
-                    "CustomerID": 177,
-                    "Gender": "Male",
-                    "Age": 58,
-                    "Annual Income (k$)": 88,
-                    "Spending Score (1-100)": 15
-                }
-            },
-            {
-                "scenario_id": "040",
-                "features": {
-                    "CustomerID": 43,
-                    "Gender": "Male",
-                    "Age": 48,
-                    "Annual Income (k$)": 39,
-                    "Spending Score (1-100)": 36
-                }
-            }
-        ],
-        "target_column": "Spending Score (1-100)",
-        "task_sub_type": "regression",
-        "ranking_ground_truth": {
-            "top_k_ids": [
-                "002",
-                "010",
-                "027",
-                "001",
-                "017",
-                "039",
-                "034",
-                "018"
-            ]
-        },
-        "sort_direction": "low"
-    },
-    "response": "",
-    "evaluation_score": {}
-}
\ No newline at end of file
+    "sort_direction": "low"
+  },
+  "response": "",
+  "evaluation_score": {}
+}
diff --git a/ranking_and_filtering/finance/regression/Mall_Customer_Segmentation_Data_B4/Mall_Customer_Segmentation_Data_B4_005/Mall_Customer_Segmentation_Data_B4_005_current.json b/ranking_and_filtering/finance/regression/Mall_Customer_Segmentation_Data_B4/Mall_Customer_Segmentation_Data_B4_005/Mall_Customer_Segmentation_Data_B4_005_current.json
index d4efb0b02e5474b9654804fdfc14f287eb306dbe..84dcc9efeaa2bc63ddb7e95ddf838d39faaf4d48 100644
--- a/ranking_and_filtering/finance/regression/Mall_Customer_Segmentation_Data_B4/Mall_Customer_Segmentation_Data_B4_005/Mall_Customer_Segmentation_Data_B4_005_current.json
+++ b/ranking_and_filtering/finance/regression/Mall_Customer_Segmentation_Data_B4/Mall_Customer_Segmentation_Data_B4_005/Mall_Customer_Segmentation_Data_B4_005_current.json
@@ -1,434 +1,434 @@
 {
-    "id": "005",
-    "task_type": "B4",
-    "subtask_type": "filter",
-    "perspective": "data_holder",
-    "dataset_name": "Mall Customer Segmentation Data",
-    "table_path": "output/Mall Customer Segmentation Data_B4/Mall Customer Segmentation Data_B4_005/test.csv",
-    "query": "Our VIP program is focusing on high-earning customers. From the historical customer data I've shared, could you identify the top 10 female clients in the NEW batch of data with the highest projected spending scores to prioritize for our exclusive platinum-tier invitations?",
-    "meta_info": {
-        "domain": "finance"
+  "id": "005",
+  "task_type": "B4",
+  "subtask_type": "filter",
+  "perspective": "data_holder",
+  "dataset_name": "Mall Customer Segmentation Data",
+  "table_path": "output/Mall Customer Segmentation Data_B4/Mall Customer Segmentation Data_B4_005/test.csv",
+  "query": "Our VIP program is focusing on high-spending customers. From the historical customer data I've shared, could you identify the top 10 female clients in the NEW batch of data with the highest projected spending scores to prioritize for our exclusive platinum-tier invitations?",
+  "meta_info": {
+    "domain": "finance"
+  },
+  "final_decision": {},
+  "what_if": {},
+  "ground_truth": {
+    "extracted_features": [
+      {
+        "scenario_id": "001",
+        "features": {
+          "CustomerID": 75,
+          "Gender": "Male",
+          "Age": 59,
+          "Annual Income (k$)": 54,
+          "Spending Score (1-100)": 47
+        }
+      },
+      {
+        "scenario_id": "002",
+        "features": {
+          "CustomerID": 32,
+          "Gender": "Female",
+          "Age": 21,
+          "Annual Income (k$)": 30,
+          "Spending Score (1-100)": 73
+        }
+      },
+      {
+        "scenario_id": "003",
+        "features": {
+          "CustomerID": 131,
+          "Gender": "Male",
+          "Age": 47,
+          "Annual Income (k$)": 71,
+          "Spending Score (1-100)": 9
+        }
+      },
+      {
+        "scenario_id": "004",
+        "features": {
+          "CustomerID": 53,
+          "Gender": "Female",
+          "Age": 31,
+          "Annual Income (k$)": 43,
+          "Spending Score (1-100)": 54
+        }
+      },
+      {
+        "scenario_id": "005",
+        "features": {
+          "CustomerID": 109,
+          "Gender": "Male",
+          "Age": 68,
+          "Annual Income (k$)": 63,
+          "Spending Score (1-100)": 43
+        }
+      },
+      {
+        "scenario_id": "006",
+        "features": {
+          "CustomerID": 154,
+          "Gender": "Female",
+          "Age": 38,
+          "Annual Income (k$)": 78,
+          "Spending Score (1-100)": 76
+        }
+      },
+      {
+        "scenario_id": "007",
+        "features": {
+          "CustomerID": 135,
+          "Gender": "Male",
+          "Age": 20,
+          "Annual Income (k$)": 73,
+          "Spending Score (1-100)": 5
+        }
+      },
+      {
+        "scenario_id": "008",
+        "features": {
+          "CustomerID": 162,
+          "Gender": "Female",
+          "Age": 29,
+          "Annual Income (k$)": 79,
+          "Spending Score (1-100)": 83
+        }
+      },
+      {
+        "scenario_id": "009",
+        "features": {
+          "CustomerID": 160,
+          "Gender": "Female",
+          "Age": 30,
+          "Annual Income (k$)": 78,
+          "Spending Score (1-100)": 73
+        }
+      },
+      {
+        "scenario_id": "010",
+        "features": {
+          "CustomerID": 169,
+          "Gender": "Female",
+          "Age": 36,
+          "Annual Income (k$)": 87,
+          "Spending Score (1-100)": 27
+        }
+      },
+      {
+        "scenario_id": "011",
+        "features": {
+          "CustomerID": 16,
+          "Gender": "Male",
+          "Age": 22,
+          "Annual Income (k$)": 20,
+          "Spending Score (1-100)": 79
+        }
+      },
+      {
+        "scenario_id": "012",
+        "features": {
+          "CustomerID": 147,
+          "Gender": "Male",
+          "Age": 48,
+          "Annual Income (k$)": 77,
+          "Spending Score (1-100)": 36
+        }
+      },
+      {
+        "scenario_id": "013",
+        "features": {
+          "CustomerID": 8,
+          "Gender": "Female",
+          "Age": 23,
+          "Annual Income (k$)": 18,
+          "Spending Score (1-100)": 94
+        }
+      },
+      {
+        "scenario_id": "014",
+        "features": {
+          "CustomerID": 171,
+          "Gender": "Male",
+          "Age": 40,
+          "Annual Income (k$)": 87,
+          "Spending Score (1-100)": 13
+        }
+      },
+      {
+        "scenario_id": "015",
+        "features": {
+          "CustomerID": 2,
+          "Gender": "Male",
+          "Age": 21,
+          "Annual Income (k$)": 15,
+          "Spending Score (1-100)": 81
+        }
+      },
+      {
+        "scenario_id": "016",
+        "features": {
+          "CustomerID": 161,
+          "Gender": "Female",
+          "Age": 56,
+          "Annual Income (k$)": 79,
+          "Spending Score (1-100)": 35
+        }
+      },
+      {
+        "scenario_id": "017",
+        "features": {
+          "CustomerID": 27,
+          "Gender": "Female",
+          "Age": 45,
+          "Annual Income (k$)": 28,
+          "Spending Score (1-100)": 32
+        }
+      },
+      {
+        "scenario_id": "018",
+        "features": {
+          "CustomerID": 181,
+          "Gender": "Female",
+          "Age": 37,
+          "Annual Income (k$)": 97,
+          "Spending Score (1-100)": 32
+        }
+      },
+      {
+        "scenario_id": "019",
+        "features": {
+          "CustomerID": 11,
+          "Gender": "Male",
+          "Age": 67,
+          "Annual Income (k$)": 19,
+          "Spending Score (1-100)": 14
+        }
+      },
+      {
+        "scenario_id": "020",
+        "features": {
+          "CustomerID": 123,
+          "Gender": "Female",
+          "Age": 40,
+          "Annual Income (k$)": 69,
+          "Spending Score (1-100)": 58
+        }
+      },
+      {
+        "scenario_id": "021",
+        "features": {
+          "CustomerID": 58,
+          "Gender": "Male",
+          "Age": 69,
+          "Annual Income (k$)": 44,
+          "Spending Score (1-100)": 46
+        }
+      },
+      {
+        "scenario_id": "022",
+        "features": {
+          "CustomerID": 34,
+          "Gender": "Male",
+          "Age": 18,
+          "Annual Income (k$)": 33,
+          "Spending Score (1-100)": 92
+        }
+      },
+      {
+        "scenario_id": "023",
+        "features": {
+          "CustomerID": 59,
+          "Gender": "Female",
+          "Age": 27,
+          "Annual Income (k$)": 46,
+          "Spending Score (1-100)": 51
+        }
+      },
+      {
+        "scenario_id": "024",
+        "features": {
+          "CustomerID": 60,
+          "Gender": "Male",
+          "Age": 53,
+          "Annual Income (k$)": 46,
+          "Spending Score (1-100)": 46
+        }
+      },
+      {
+        "scenario_id": "025",
+        "features": {
+          "CustomerID": 159,
+          "Gender": "Male",
+          "Age": 34,
+          "Annual Income (k$)": 78,
+          "Spending Score (1-100)": 1
+        }
+      },
+      {
+        "scenario_id": "026",
+        "features": {
+          "CustomerID": 146,
+          "Gender": "Male",
+          "Age": 28,
+          "Annual Income (k$)": 77,
+          "Spending Score (1-100)": 97
+        }
+      },
+      {
+        "scenario_id": "027",
+        "features": {
+          "CustomerID": 144,
+          "Gender": "Female",
+          "Age": 32,
+          "Annual Income (k$)": 76,
+          "Spending Score (1-100)": 87
+        }
+      },
+      {
+        "scenario_id": "028",
+        "features": {
+          "CustomerID": 165,
+          "Gender": "Male",
+          "Age": 50,
+          "Annual Income (k$)": 85,
+          "Spending Score (1-100)": 26
+        }
+      },
+      {
+        "scenario_id": "029",
+        "features": {
+          "CustomerID": 192,
+          "Gender": "Female",
+          "Age": 32,
+          "Annual Income (k$)": 103,
+          "Spending Score (1-100)": 69
+        }
+      },
+      {
+        "scenario_id": "030",
+        "features": {
+          "CustomerID": 98,
+          "Gender": "Female",
+          "Age": 27,
+          "Annual Income (k$)": 60,
+          "Spending Score (1-100)": 50
+        }
+      },
+      {
+        "scenario_id": "031",
+        "features": {
+          "CustomerID": 158,
+          "Gender": "Female",
+          "Age": 30,
+          "Annual Income (k$)": 78,
+          "Spending Score (1-100)": 78
+        }
+      },
+      {
+        "scenario_id": "032",
+        "features": {
+          "CustomerID": 83,
+          "Gender": "Male",
+          "Age": 67,
+          "Annual Income (k$)": 54,
+          "Spending Score (1-100)": 41
+        }
+      },
+      {
+        "scenario_id": "033",
+        "features": {
+          "CustomerID": 13,
+          "Gender": "Female",
+          "Age": 58,
+          "Annual Income (k$)": 20,
+          "Spending Score (1-100)": 15
+        }
+      },
+      {
+        "scenario_id": "034",
+        "features": {
+          "CustomerID": 42,
+          "Gender": "Male",
+          "Age": 24,
+          "Annual Income (k$)": 38,
+          "Spending Score (1-100)": 92
+        }
+      },
+      {
+        "scenario_id": "035",
+        "features": {
+          "CustomerID": 17,
+          "Gender": "Female",
+          "Age": 35,
+          "Annual Income (k$)": 21,
+          "Spending Score (1-100)": 35
+        }
+      },
+      {
+        "scenario_id": "036",
+        "features": {
+          "CustomerID": 31,
+          "Gender": "Male",
+          "Age": 60,
+          "Annual Income (k$)": 30,
+          "Spending Score (1-100)": 4
+        }
+      },
+      {
+        "scenario_id": "038",
+        "features": {
+          "CustomerID": 193,
+          "Gender": "Male",
+          "Age": 33,
+          "Annual Income (k$)": 113,
+          "Spending Score (1-100)": 8
+        }
+      },
+      {
+        "scenario_id": "039",
+        "features": {
+          "CustomerID": 127,
+          "Gender": "Male",
+          "Age": 43,
+          "Annual Income (k$)": 71,
+          "Spending Score (1-100)": 35
+        }
+      },
+      {
+        "scenario_id": "040",
+        "features": {
+          "CustomerID": 164,
+          "Gender": "Female",
+          "Age": 31,
+          "Annual Income (k$)": 81,
+          "Spending Score (1-100)": 93
+        }
+      }
+    ],
+    "target_column": "Spending Score (1-100)",
+    "task_sub_type": "regression",
+    "ranking_ground_truth": {
+      "top_k_ids": [
+        "013",
+        "040",
+        "027",
+        "008",
+        "031",
+        "006",
+        "002",
+        "009",
+        "029",
+        "020"
+      ]
     },
-    "final_decision": {},
-    "what_if": {},
-    "ground_truth": {
-        "extracted_features": [
-            {
-                "scenario_id": "001",
-                "features": {
-                    "CustomerID": 75,
-                    "Gender": "Male",
-                    "Age": 59,
-                    "Annual Income (k$)": 54,
-                    "Spending Score (1-100)": 47
-                }
-            },
-            {
-                "scenario_id": "002",
-                "features": {
-                    "CustomerID": 32,
-                    "Gender": "Female",
-                    "Age": 21,
-                    "Annual Income (k$)": 30,
-                    "Spending Score (1-100)": 73
-                }
-            },
-            {
-                "scenario_id": "003",
-                "features": {
-                    "CustomerID": 131,
-                    "Gender": "Male",
-                    "Age": 47,
-                    "Annual Income (k$)": 71,
-                    "Spending Score (1-100)": 9
-                }
-            },
-            {
-                "scenario_id": "004",
-                "features": {
-                    "CustomerID": 53,
-                    "Gender": "Female",
-                    "Age": 31,
-                    "Annual Income (k$)": 43,
-                    "Spending Score (1-100)": 54
-                }
-            },
-            {
-                "scenario_id": "005",
-                "features": {
-                    "CustomerID": 109,
-                    "Gender": "Male",
-                    "Age": 68,
-                    "Annual Income (k$)": 63,
-                    "Spending Score (1-100)": 43
-                }
-            },
-            {
-                "scenario_id": "006",
-                "features": {
-                    "CustomerID": 154,
-                    "Gender": "Female",
-                    "Age": 38,
-                    "Annual Income (k$)": 78,
-                    "Spending Score (1-100)": 76
-                }
-            },
-            {
-                "scenario_id": "007",
-                "features": {
-                    "CustomerID": 135,
-                    "Gender": "Male",
-                    "Age": 20,
-                    "Annual Income (k$)": 73,
-                    "Spending Score (1-100)": 5
-                }
-            },
-            {
-                "scenario_id": "008",
-                "features": {
-                    "CustomerID": 162,
-                    "Gender": "Female",
-                    "Age": 29,
-                    "Annual Income (k$)": 79,
-                    "Spending Score (1-100)": 83
-                }
-            },
-            {
-                "scenario_id": "009",
-                "features": {
-                    "CustomerID": 160,
-                    "Gender": "Female",
-                    "Age": 30,
-                    "Annual Income (k$)": 78,
-                    "Spending Score (1-100)": 73
-                }
-            },
-            {
-                "scenario_id": "010",
-                "features": {
-                    "CustomerID": 169,
-                    "Gender": "Female",
-                    "Age": 36,
-                    "Annual Income (k$)": 87,
-                    "Spending Score (1-100)": 27
-                }
-            },
-            {
-                "scenario_id": "011",
-                "features": {
-                    "CustomerID": 16,
-                    "Gender": "Male",
-                    "Age": 22,
-                    "Annual Income (k$)": 20,
-                    "Spending Score (1-100)": 79
-                }
-            },
-            {
-                "scenario_id": "012",
-                "features": {
-                    "CustomerID": 147,
-                    "Gender": "Male",
-                    "Age": 48,
-                    "Annual Income (k$)": 77,
-                    "Spending Score (1-100)": 36
-                }
-            },
-            {
-                "scenario_id": "013",
-                "features": {
-                    "CustomerID": 8,
-                    "Gender": "Female",
-                    "Age": 23,
-                    "Annual Income (k$)": 18,
-                    "Spending Score (1-100)": 94
-                }
-            },
-            {
-                "scenario_id": "014",
-                "features": {
-                    "CustomerID": 171,
-                    "Gender": "Male",
-                    "Age": 40,
-                    "Annual Income (k$)": 87,
-                    "Spending Score (1-100)": 13
-                }
-            },
-            {
-                "scenario_id": "015",
-                "features": {
-                    "CustomerID": 2,
-                    "Gender": "Male",
-                    "Age": 21,
-                    "Annual Income (k$)": 15,
-                    "Spending Score (1-100)": 81
-                }
-            },
-            {
-                "scenario_id": "016",
-                "features": {
-                    "CustomerID": 161,
-                    "Gender": "Female",
-                    "Age": 56,
-                    "Annual Income (k$)": 79,
-                    "Spending Score (1-100)": 35
-                }
-            },
-            {
-                "scenario_id": "017",
-                "features": {
-                    "CustomerID": 27,
-                    "Gender": "Female",
-                    "Age": 45,
-                    "Annual Income (k$)": 28,
-                    "Spending Score (1-100)": 32
-                }
-            },
-            {
-                "scenario_id": "018",
-                "features": {
-                    "CustomerID": 181,
-                    "Gender": "Female",
-                    "Age": 37,
-                    "Annual Income (k$)": 97,
-                    "Spending Score (1-100)": 32
-                }
-            },
-            {
-                "scenario_id": "019",
-                "features": {
-                    "CustomerID": 11,
-                    "Gender": "Male",
-                    "Age": 67,
-                    "Annual Income (k$)": 19,
-                    "Spending Score (1-100)": 14
-                }
-            },
-            {
-                "scenario_id": "020",
-                "features": {
-                    "CustomerID": 123,
-                    "Gender": "Female",
-                    "Age": 40,
-                    "Annual Income (k$)": 69,
-                    "Spending Score (1-100)": 58
-                }
-            },
-            {
-                "scenario_id": "021",
-                "features": {
-                    "CustomerID": 58,
-                    "Gender": "Male",
-                    "Age": 69,
-                    "Annual Income (k$)": 44,
-                    "Spending Score (1-100)": 46
-                }
-            },
-            {
-                "scenario_id": "022",
-                "features": {
-                    "CustomerID": 34,
-                    "Gender": "Male",
-                    "Age": 18,
-                    "Annual Income (k$)": 33,
-                    "Spending Score (1-100)": 92
-                }
-            },
-            {
-                "scenario_id": "023",
-                "features": {
-                    "CustomerID": 59,
-                    "Gender": "Female",
-                    "Age": 27,
-                    "Annual Income (k$)": 46,
-                    "Spending Score (1-100)": 51
-                }
-            },
-            {
-                "scenario_id": "024",
-                "features": {
-                    "CustomerID": 60,
-                    "Gender": "Male",
-                    "Age": 53,
-                    "Annual Income (k$)": 46,
-                    "Spending Score (1-100)": 46
-                }
-            },
-            {
-                "scenario_id": "025",
-                "features": {
-                    "CustomerID": 159,
-                    "Gender": "Male",
-                    "Age": 34,
-                    "Annual Income (k$)": 78,
-                    "Spending Score (1-100)": 1
-                }
-            },
-            {
-                "scenario_id": "026",
-                "features": {
-                    "CustomerID": 146,
-                    "Gender": "Male",
-                    "Age": 28,
-                    "Annual Income (k$)": 77,
-                    "Spending Score (1-100)": 97
-                }
-            },
-            {
-                "scenario_id": "027",
-                "features": {
-                    "CustomerID": 144,
-                    "Gender": "Female",
-                    "Age": 32,
-                    "Annual Income (k$)": 76,
-                    "Spending Score (1-100)": 87
-                }
-            },
-            {
-                "scenario_id": "028",
-                "features": {
-                    "CustomerID": 165,
-                    "Gender": "Male",
-                    "Age": 50,
-                    "Annual Income (k$)": 85,
-                    "Spending Score (1-100)": 26
-                }
-            },
-            {
-                "scenario_id": "029",
-                "features": {
-                    "CustomerID": 192,
-                    "Gender": "Female",
-                    "Age": 32,
-                    "Annual Income (k$)": 103,
-                    "Spending Score (1-100)": 69
-                }
-            },
-            {
-                "scenario_id": "030",
-                "features": {
-                    "CustomerID": 98,
-                    "Gender": "Female",
-                    "Age": 27,
-                    "Annual Income (k$)": 60,
-                    "Spending Score (1-100)": 50
-                }
-            },
-            {
-                "scenario_id": "031",
-                "features": {
-                    "CustomerID": 158,
-                    "Gender": "Female",
-                    "Age": 30,
-                    "Annual Income (k$)": 78,
-                    "Spending Score (1-100)": 78
-                }
-            },
-            {
-                "scenario_id": "032",
-                "features": {
-                    "CustomerID": 83,
-                    "Gender": "Male",
-                    "Age": 67,
-                    "Annual Income (k$)": 54,
-                    "Spending Score (1-100)": 41
-                }
-            },
-            {
-                "scenario_id": "033",
-                "features": {
-                    "CustomerID": 13,
-                    "Gender": "Female",
-                    "Age": 58,
-                    "Annual Income (k$)": 20,
-                    "Spending Score (1-100)": 15
-                }
-            },
-            {
-                "scenario_id": "034",
-                "features": {
-                    "CustomerID": 42,
-                    "Gender": "Male",
-                    "Age": 24,
-                    "Annual Income (k$)": 38,
-                    "Spending Score (1-100)": 92
-                }
-            },
-            {
-                "scenario_id": "035",
-                "features": {
-                    "CustomerID": 17,
-                    "Gender": "Female",
-                    "Age": 35,
-                    "Annual Income (k$)": 21,
-                    "Spending Score (1-100)": 35
-                }
-            },
-            {
-                "scenario_id": "036",
-                "features": {
-                    "CustomerID": 31,
-                    "Gender": "Male",
-                    "Age": 60,
-                    "Annual Income (k$)": 30,
-                    "Spending Score (1-100)": 4
-                }
-            },
-            {
-                "scenario_id": "038",
-                "features": {
-                    "CustomerID": 193,
-                    "Gender": "Male",
-                    "Age": 33,
-                    "Annual Income (k$)": 113,
-                    "Spending Score (1-100)": 8
-                }
-            },
-            {
-                "scenario_id": "039",
-                "features": {
-                    "CustomerID": 127,
-                    "Gender": "Male",
-                    "Age": 43,
-                    "Annual Income (k$)": 71,
-                    "Spending Score (1-100)": 35
-                }
-            },
-            {
-                "scenario_id": "040",
-                "features": {
-                    "CustomerID": 164,
-                    "Gender": "Female",
-                    "Age": 31,
-                    "Annual Income (k$)": 81,
-                    "Spending Score (1-100)": 93
-                }
-            }
-        ],
-        "target_column": "Spending Score (1-100)",
-        "task_sub_type": "regression",
-        "ranking_ground_truth": {
-            "top_k_ids": [
-                "013",
-                "040",
-                "027",
-                "008",
-                "031",
-                "006",
-                "002",
-                "009",
-                "029",
-                "020"
-            ]
-        },
-        "active_filters": [
-            {
-                "col": "Gender",
-                "op": "==",
-                "val": "Female"
-            }
-        ],
-        "sort_direction": "high"
-    },
-    "response": "",
-    "evaluation_score": {}
-}
\ No newline at end of file
+    "active_filters": [
+      {
+        "col": "Gender",
+        "op": "==",
+        "val": "Female"
+      }
+    ],
+    "sort_direction": "high"
+  },
+  "response": "",
+  "evaluation_score": {}
+}
diff --git a/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_001/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_001_current.json b/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_001/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_001_current.json
index ff370a686eb67134f1ee7f448b78ebb892d3dc6b..d8c3cd523d2b1860d64f3daba90788f7369a0a89 100644
--- a/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_001/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_001_current.json
+++ b/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_001/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_001_current.json
@@ -1,12043 +1,11847 @@
 {
-    "id": "001",
-    "task_type": "B4",
-    "subtask_type": "list",
-    "perspective": "data_holder",
-    "dataset_name": "Indicators of Heart Disease (2022 UPDATE)",
-    "table_path": "output/medical/classification/Indicators of Heart Disease (2022 UPDATE)_B4/Indicators of Heart Disease (2022 UPDATE)_B4_001/test.csv",
-    "query": "I've shared our complete patient health survey archive with you. Can you review our new batch of survey respondents and flag all individuals whose overall health profile historically aligns with those reporting \"Poor\" general health status?",
-    "meta_info": {
-        "domain": "medical"
+  "id": "001",
+  "task_type": "B4",
+  "subtask_type": "list",
+  "perspective": "data_holder",
+  "dataset_name": "Indicators of Heart Disease (2022 UPDATE)",
+  "table_path": "output/medical/classification/Indicators of Heart Disease (2022 UPDATE)_B4/Indicators of Heart Disease (2022 UPDATE)_B4_001/test.csv",
+  "query": "I've shared our complete patient health survey archive with you. Can you review our new batch of survey respondents and flag all individuals whose overall health profile historically aligns with those reporting \"Poor\" general health status?",
+  "meta_info": {
+    "domain": "medical"
+  },
+  "final_decision": {},
+  "what_if": {},
+  "ground_truth": {
+    "extracted_features": [
+      {
+        "scenario_id": "002",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 39.86,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 60 to 64",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Tennessee",
+          "GeneralHealth": "Poor",
+          "PhysicalHealthDays": 30.0,
+          "MentalHealthDays": 30.0,
+          "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "Yes",
+          "HadAngina": "Yes",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "Yes",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "Yes",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.6,
+          "WeightInKilograms": 102.06,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "007",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 37.5,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Ohio",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 30.0,
+          "LastCheckupTime": "5 or more years ago",
+          "PhysicalActivities": "No",
+          "SleepHours": 5.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.91,
+          "WeightInKilograms": 136.08,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "008",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 21.93,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 35 to 39",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Maine",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 15.0,
+          "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "Yes",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.7,
+          "WeightInKilograms": 63.5,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "009",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 35.43,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 55 to 59",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Texas",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 30.0,
+          "MentalHealthDays": 7.0,
+          "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "Yes",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Hispanic",
+          "HeightInMeters": 1.6,
+          "WeightInKilograms": 90.72,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "016",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 30.99,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 70 to 74",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Ohio",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.78,
+          "WeightInKilograms": 97.98,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "018",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 25.1,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 2.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "35-39",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "020",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 26.63,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 50 to 54",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Illinois",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 5.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.65,
+          "WeightInKilograms": 72.57,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "022",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 28.13,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 60 to 64",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Puerto Rico",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 9.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "Yes",
+          "BlindOrVisionDifficulty": "Yes",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Hispanic",
+          "HeightInMeters": 1.73,
+          "WeightInKilograms": 83.91,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "023",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 33.01,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "South Carolina",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 5.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "Yes",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "Black only, Non-Hispanic",
+          "HeightInMeters": 1.52,
+          "WeightInKilograms": 76.66,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "025",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 25.79,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 55 to 59",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Nevada",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 2.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes some days",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.65,
+          "WeightInKilograms": 70.31,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "026",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 32.98,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 45 to 49",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "North Dakota",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.85,
+          "WeightInKilograms": 113.4,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "031",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 28.32,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 70 to 74",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Washington",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 15.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.52,
+          "WeightInKilograms": 65.77,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "033",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 21.14,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 80 or older",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Alabama",
+          "GeneralHealth": "Poor",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "Yes",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": null,
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.7,
+          "WeightInKilograms": 61.23,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": null,
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "034",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 40.89,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 10.0,
+          "MentalHealth": 30.0,
+          "DiffWalking": "Yes",
+          "Sex": "Male",
+          "AgeCategory": "50-54",
+          "Race": "Black",
+          "Diabetic": "Yes",
+          "PhysicalActivity": "No",
+          "SleepTime": 6.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "039",
+        "features": {
+          "HeartDisease": "Yes",
+          "BMI": 29.23,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "Yes",
+          "PhysicalHealth": 20.0,
+          "MentalHealth": 20.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "75-79",
+          "Race": "American Indian/Alaskan Native",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "Yes",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Poor",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "046",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 38.62,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 30 to 34",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "West Virginia",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 3.0,
+          "MentalHealthDays": 15.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Use them every day",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.63,
+          "WeightInKilograms": 102.06,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
+          "HighRiskLastYear": "Yes",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "054",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 27.44,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 60 to 64",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Wyoming",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 2.0,
+          "LastCheckupTime": "5 or more years ago",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 4.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.68,
+          "WeightInKilograms": 77.11,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "056",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 32.88,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 75 to 79",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Montana",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 5.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "Yes",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.55,
+          "WeightInKilograms": 78.93,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "058",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 28.75,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 40 to 44",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Nebraska",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 4.0,
+          "MentalHealthDays": 30.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.91,
+          "WeightInKilograms": 104.33,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "Yes",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "061",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 36.92,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 50 to 54",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Nebraska",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 14.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "Yes",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "Other race only, Non-Hispanic",
+          "HeightInMeters": 1.75,
+          "WeightInKilograms": 113.4,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "064",
+        "features": {
+          "HeartDisease": null,
+          "BMI": null,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 50 to 54",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Texas",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "065",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 29.13,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "60-64",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 9.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "067",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 27.44,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 75 to 79",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Maine",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 6.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "Yes",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.57,
+          "WeightInKilograms": 68.04,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "068",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 38.26,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "45-49",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 5.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "071",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 46.99,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 60 to 64",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Washington",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 3.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 5.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.7,
+          "WeightInKilograms": 136.08,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "073",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 21.41,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 80 or older",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Alaska",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "Yes",
+          "HadAngina": "Yes",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.75,
+          "WeightInKilograms": 65.77,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "075",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 21.48,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Hawaii",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": "Other race only, Non-Hispanic",
+          "HeightInMeters": 1.52,
+          "WeightInKilograms": 49.9,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "076",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 31.46,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 40 to 44",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Indiana",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "Hispanic",
+          "HeightInMeters": 1.74,
+          "WeightInKilograms": 95.25,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "079",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 31.32,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 60 to 64",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "New Mexico",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 8.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Hispanic",
+          "HeightInMeters": 1.7,
+          "WeightInKilograms": 90.72,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "080",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 27.32,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 35 to 39",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Colorado",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 4.0,
+          "MentalHealthDays": 9.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes every day",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.75,
+          "WeightInKilograms": 83.91,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "081",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 48.82,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 55 to 59",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Arizona",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "Black only, Non-Hispanic",
+          "HeightInMeters": 1.52,
+          "WeightInKilograms": 113.4,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "082",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 32.28,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 70 to 74",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Nebraska",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 7.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "Yes",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.68,
+          "WeightInKilograms": 90.72,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "084",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 27.96,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 30 to 34",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Louisiana",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 5.0,
+          "MentalHealthDays": 30.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 9.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "Yes",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "Multiracial, Non-Hispanic",
+          "HeightInMeters": 1.55,
+          "WeightInKilograms": 67.13,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": null,
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "087",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 27.44,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Minnesota",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 30.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "Yes",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.57,
+          "WeightInKilograms": 68.04,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "089",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 26.63,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 3.0,
+          "MentalHealth": 2.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "65-69",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "Yes",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "090",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 33.45,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "50-54",
+          "Race": "White",
+          "Diabetic": "Yes",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "091",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 23.49,
+          "Smoking": "No",
+          "AlcoholDrinking": "Yes",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 5.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "35-39",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "095",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 26.54,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 60 to 64",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Idaho",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.78,
+          "WeightInKilograms": 83.91,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "097",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 24.33,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "30-34",
+          "Race": "Hispanic",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "098",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 32.12,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "60-64",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "099",
+        "features": {
+          "HeartDisease": "Yes",
+          "BMI": 28.34,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 15.0,
+          "DiffWalking": "Yes",
+          "Sex": "Female",
+          "AgeCategory": "80 or older",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "No",
+          "SleepTime": 8.0,
+          "Asthma": "Yes",
+          "KidneyDisease": "No",
+          "SkinCancer": "Yes",
+          "State": null,
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "101",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 21.3,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 35 to 39",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Washington",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 4.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "Other race only, Non-Hispanic",
+          "HeightInMeters": 1.65,
+          "WeightInKilograms": 58.06,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "102",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 27.88,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 35 to 39",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Minnesota",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.7,
+          "WeightInKilograms": 80.74,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "103",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 29.5,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 70 to 74",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "West Virginia",
+          "GeneralHealth": "Poor",
+          "PhysicalHealthDays": 5.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "All",
+          "HadHeartAttack": "Yes",
+          "HadAngina": "Yes",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "Yes",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes some days",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.73,
+          "WeightInKilograms": 88.0,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "106",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 31.01,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 50 to 54",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Maryland",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 5.0,
+          "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": null,
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": 1.75,
+          "WeightInKilograms": 95.25,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "107",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 20.37,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 75 to 79",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Wisconsin",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.6,
+          "WeightInKilograms": 52.16,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "111",
+        "features": {
+          "HeartDisease": null,
+          "BMI": null,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 40 to 44",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Texas",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "Yes, but only during pregnancy (female)",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Hispanic",
+          "HeightInMeters": null,
+          "WeightInKilograms": 63.5,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "115",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 26.78,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "70-74",
+          "Race": "Hispanic",
+          "Diabetic": "No",
+          "PhysicalActivity": "No",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "119",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 26.54,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 40 to 44",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Ohio",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 2.0,
+          "MentalHealthDays": 10.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Use them some days",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.78,
+          "WeightInKilograms": 83.91,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "120",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 30.11,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 55 to 59",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Maine",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No, pre-diabetes or borderline diabetes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.6,
+          "WeightInKilograms": 77.11,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "122",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 26.63,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 75 to 79",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Louisiana",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 9.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.68,
+          "WeightInKilograms": 74.84,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "123",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 34.2,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 1.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "80 or older",
+          "Race": "Black",
+          "Diabetic": "Yes",
+          "PhysicalActivity": "No",
+          "SleepTime": 5.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "124",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 30.7,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 18 to 24",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Washington",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 3.0,
+          "MentalHealthDays": 20.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "Yes",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.7,
+          "WeightInKilograms": 88.9,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "126",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 26.52,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "60-64",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 6.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "129",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 30.17,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "45-49",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "131",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 41.05,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 75 to 79",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Nebraska",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 15.0,
+          "MentalHealthDays": 1.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 9.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "No",
+          "HadAngina": "Yes",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "Yes",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "Yes",
+          "BlindOrVisionDifficulty": "Yes",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.73,
+          "WeightInKilograms": 122.47,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "132",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 21.41,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 60 to 64",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Massachusetts",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 2.0,
+          "MentalHealthDays": 2.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.75,
+          "WeightInKilograms": 65.77,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "134",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 24.94,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 70 to 74",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Michigan",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 6.0,
+          "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "Yes",
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.73,
+          "WeightInKilograms": 74.39,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "135",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 31.0,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 45 to 49",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Connecticut",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 2.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.85,
+          "WeightInKilograms": 106.59,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "139",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 22.31,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "60-64",
+          "Race": "Black",
+          "Diabetic": "No, borderline diabetes",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 5.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "143",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 27.44,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 25 to 29",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Connecticut",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 5.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": null,
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.68,
+          "WeightInKilograms": 77.11,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "144",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 24.21,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 30 to 34",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "New Jersey",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 3.0,
+          "MentalHealthDays": 30.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Hispanic",
+          "HeightInMeters": 1.68,
+          "WeightInKilograms": 68.04,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "145",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 39.11,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 40 to 44",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Tennessee",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 2.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes every day",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Hispanic",
+          "HeightInMeters": 1.65,
+          "WeightInKilograms": 106.59,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "154",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 30.41,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 15.0,
+          "MentalHealth": 30.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "65-69",
+          "Race": "Black",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 6.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "159",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 32.22,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 70 to 74",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Texas",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "All",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "Yes",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "Yes",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.52,
+          "WeightInKilograms": 74.84,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "163",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 40.42,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 60 to 64",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Montana",
+          "GeneralHealth": "Poor",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "Yes",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "Yes",
+          "HadArthritis": "No",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes some days",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "Other race only, Non-Hispanic",
+          "HeightInMeters": 1.57,
+          "WeightInKilograms": 100.24,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "167",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 39.46,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 60 to 64",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Mississippi",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 30.0,
+          "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 5.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.78,
+          "WeightInKilograms": 124.74,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "172",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 21.46,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 70 to 74",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Vermont",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.63,
+          "WeightInKilograms": 56.7,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "173",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 31.17,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 1.0,
+          "MentalHealth": 3.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "35-39",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 6.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "176",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 26.54,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "75-79",
+          "Race": "White",
+          "Diabetic": "Yes",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "178",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 21.18,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 2.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "18-24",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "Yes",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "181",
+        "features": {
+          "HeartDisease": null,
+          "BMI": null,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": null,
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Connecticut",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 7.0,
+          "MentalHealthDays": 2.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "Yes",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "182",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 22.67,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 70 to 74",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "California",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 5.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.6,
+          "WeightInKilograms": 58.06,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "183",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 31.46,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "45-49",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 6.0,
+          "Asthma": "Yes",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "184",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 30.13,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "Yes",
+          "PhysicalHealth": 20.0,
+          "MentalHealth": 5.0,
+          "DiffWalking": "Yes",
+          "Sex": "Male",
+          "AgeCategory": "55-59",
+          "Race": "Black",
+          "Diabetic": "Yes",
+          "PhysicalActivity": "No",
+          "SleepTime": 3.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "185",
+        "features": {
+          "HeartDisease": null,
+          "BMI": null,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": null,
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Vermont",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": null,
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "187",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 34.3,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 3.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "45-49",
+          "Race": "Hispanic",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "190",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 30.13,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 55 to 59",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Maryland",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": "Black only, Non-Hispanic",
+          "HeightInMeters": 1.78,
+          "WeightInKilograms": 95.25,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "196",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 27.37,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 55 to 59",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Ohio",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.73,
+          "WeightInKilograms": 81.65,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "197",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 23.75,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "60-64",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "198",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 20.34,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 70 to 74",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Texas",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "Yes",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.83,
+          "WeightInKilograms": 68.04,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "200",
+        "features": {
+          "HeartDisease": null,
+          "BMI": null,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 60 to 64",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Arkansas",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 2.0,
+          "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes every day",
+          "ECigaretteUsage": "Use them every day",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.7,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "201",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 37.59,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 30 to 34",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Minnesota",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 5.0,
+          "MentalHealthDays": 5.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Other race only, Non-Hispanic",
+          "HeightInMeters": 1.7,
+          "WeightInKilograms": 108.86,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "204",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 23.65,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 75 to 79",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Wisconsin",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.7,
+          "WeightInKilograms": 68.49,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "205",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 22.71,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "75-79",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "206",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 33.45,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 45 to 49",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Massachusetts",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": null,
+          "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.73,
+          "WeightInKilograms": 99.79,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "207",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 27.26,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "50-54",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "212",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 25.84,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 50 to 54",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Maryland",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 1.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Other race only, Non-Hispanic",
+          "HeightInMeters": 1.7,
+          "WeightInKilograms": 74.84,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "217",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 30.34,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 40 to 44",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Maryland",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 2.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 4.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes some days",
+          "ECigaretteUsage": "Use them every day",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.85,
+          "WeightInKilograms": 104.33,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "218",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 24.39,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 70 to 74",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Virginia",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.78,
+          "WeightInKilograms": 77.11,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "224",
+        "features": {
+          "HeartDisease": null,
+          "BMI": null,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 50 to 54",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Connecticut",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes every day",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.57,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": null,
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "226",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 16.27,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 50 to 54",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Georgia",
+          "GeneralHealth": "Poor",
+          "PhysicalHealthDays": 30.0,
+          "MentalHealthDays": 20.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 5.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "Yes",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "Yes",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "Yes",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "Yes",
+          "DifficultyErrands": "Yes",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.83,
+          "WeightInKilograms": 54.43,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "227",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 34.97,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 18 to 24",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Indiana",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.73,
+          "WeightInKilograms": 104.33,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "230",
+        "features": {
+          "HeartDisease": null,
+          "BMI": "26.52",
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Indiana",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": "24.0",
+          "MentalHealthDays": "0.0",
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": "6.0",
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "Yes",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": "1.57",
+          "WeightInKilograms": "65.77",
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "235",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 23.24,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 75 to 79",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "New York",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 30.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 5.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "Yes",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes every day",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.68,
+          "WeightInKilograms": 65.32,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "237",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 29.84,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "Yes",
+          "Sex": "Male",
+          "AgeCategory": "80 or older",
+          "Race": "White",
+          "Diabetic": "Yes",
+          "PhysicalActivity": "No",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "240",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 34.21,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "40-44",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "241",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 23.42,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 45 to 49",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Massachusetts",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 2.0,
+          "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 9.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.73,
+          "WeightInKilograms": 69.85,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "242",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 23.78,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 25 to 29",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Missouri",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 10.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "Yes, but only during pregnancy (female)",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.57,
+          "WeightInKilograms": 58.97,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "244",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 24.89,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 70 to 74",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Maine",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 1.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.63,
+          "WeightInKilograms": 65.77,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "245",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 28.76,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 30 to 34",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Alaska",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.85,
+          "WeightInKilograms": 98.88,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "246",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 22.89,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "45-49",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "247",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 35.95,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 35 to 39",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "California",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Hispanic",
+          "HeightInMeters": 1.88,
+          "WeightInKilograms": 127.01,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "249",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 28.48,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 18 to 24",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Florida",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 5.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.83,
+          "WeightInKilograms": 95.25,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
+          "HighRiskLastYear": "Yes",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "252",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 31.89,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 60 to 64",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Texas",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 4.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 9.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "Yes",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.6,
+          "WeightInKilograms": 81.65,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "253",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 44.93,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 75 to 79",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Michigan",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 2.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.65,
+          "WeightInKilograms": 122.47,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "255",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 48.47,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 50 to 54",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Indiana",
+          "GeneralHealth": "Poor",
+          "PhysicalHealthDays": 30.0,
+          "MentalHealthDays": 10.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 10.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.57,
+          "WeightInKilograms": 120.2,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "262",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 19.97,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 40 to 44",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "New Hampshire",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 10.0,
+          "MentalHealthDays": 3.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.65,
+          "WeightInKilograms": 54.43,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Tested positive using home test without a health professional"
+        }
+      },
+      {
+        "scenario_id": "263",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 36.26,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Minnesota",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 4.0,
+          "MentalHealthDays": 3.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.8,
+          "WeightInKilograms": 117.93,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "265",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 50.0,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 30.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "Yes",
+          "Sex": "Male",
+          "AgeCategory": "50-54",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "No",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "267",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 24.27,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 3.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "80 or older",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 9.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "270",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 29.84,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 25 to 29",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Maine",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 4.0,
+          "MentalHealthDays": 3.0,
+          "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.83,
+          "WeightInKilograms": 99.79,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "272",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 25.85,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 5.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "18-24",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "275",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 23.75,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 30 to 34",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Colorado",
+          "GeneralHealth": "Poor",
+          "PhysicalHealthDays": 30.0,
+          "MentalHealthDays": 30.0,
+          "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No, pre-diabetes or borderline diabetes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.91,
+          "WeightInKilograms": 86.18,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "284",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 20.34,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "Yes",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "60-64",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 6.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "Yes",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "285",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 36.05,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 3.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "80 or older",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 9.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "287",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 25.82,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 30 to 34",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Texas",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 5.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "Yes",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "Yes",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.68,
+          "WeightInKilograms": 72.57,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
+          "HighRiskLastYear": "Yes",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "288",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 30.85,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "New Jersey",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "Yes",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.78,
+          "WeightInKilograms": 97.52,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "291",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 19.05,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 75 to 79",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Connecticut",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.63,
+          "WeightInKilograms": 50.35,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "292",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 25.34,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 70 to 74",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "South Carolina",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "Yes",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.68,
+          "WeightInKilograms": 71.21,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "293",
+        "features": {
+          "HeartDisease": "Yes",
+          "BMI": 22.96,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "75-79",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 9.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "294",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 34.21,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 2.0,
+          "MentalHealth": 5.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "60-64",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 6.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "297",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 27.98,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 55 to 59",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Connecticut",
+          "GeneralHealth": "Poor",
+          "PhysicalHealthDays": 30.0,
+          "MentalHealthDays": 30.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 5.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.78,
+          "WeightInKilograms": 88.45,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "301",
+        "features": {
+          "HeartDisease": "Yes",
+          "BMI": 30.67,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "Yes",
+          "PhysicalHealth": 15.0,
+          "MentalHealth": 30.0,
+          "DiffWalking": "Yes",
+          "Sex": "Female",
+          "AgeCategory": "65-69",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "No",
+          "SleepTime": 6.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "Yes",
+          "State": null,
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "308",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 25.63,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 2.0,
+          "MentalHealth": 20.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "60-64",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "310",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 30.54,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "75-79",
+          "Race": "White",
+          "Diabetic": "Yes",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 6.0,
+          "Asthma": "Yes",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "312",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 22.82,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Mississippi",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 1.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": null,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Black only, Non-Hispanic",
+          "HeightInMeters": 1.85,
+          "WeightInKilograms": 78.47,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "315",
+        "features": {
+          "HeartDisease": null,
+          "BMI": null,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 40 to 44",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Utah",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "All",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "316",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 33.66,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 60 to 64",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Maryland",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 25.0,
+          "MentalHealthDays": 15.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No, pre-diabetes or borderline diabetes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.6,
+          "WeightInKilograms": 86.18,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "319",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 29.05,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 25 to 29",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Michigan",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 10.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.68,
+          "WeightInKilograms": 81.65,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": null,
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "322",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 19.84,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Wisconsin",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 4.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "Yes, but only during pregnancy (female)",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.55,
+          "WeightInKilograms": 47.63,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "325",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 28.89,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 60 to 64",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Washington",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 5.0,
+          "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 5.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": null,
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.73,
+          "WeightInKilograms": 86.18,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "330",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 36.96,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 20.0,
+          "MentalHealth": 15.0,
+          "DiffWalking": "Yes",
+          "Sex": "Female",
+          "AgeCategory": "45-49",
+          "Race": "White",
+          "Diabetic": "Yes",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 6.0,
+          "Asthma": "Yes",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Poor",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "331",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 34.87,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Vermont",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.8,
+          "WeightInKilograms": 113.4,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "335",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 25.73,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 7.0,
+          "MentalHealth": 14.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "35-39",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 6.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "338",
+        "features": {
+          "HeartDisease": "Yes",
+          "BMI": 37.51,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 30.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "Yes",
+          "Sex": "Female",
+          "AgeCategory": "55-59",
+          "Race": "American Indian/Alaskan Native",
+          "Diabetic": "Yes",
+          "PhysicalActivity": "No",
+          "SleepTime": 6.0,
+          "Asthma": "Yes",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "339",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 27.62,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Oklahoma",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 2.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "Yes",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "Yes",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.8,
+          "WeightInKilograms": 89.81,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "341",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 41.09,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Minnesota",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 20.0,
+          "MentalHealthDays": 5.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "Yes",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "Yes",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.88,
+          "WeightInKilograms": 145.15,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "342",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 35.31,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "45-49",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 6.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "Yes",
+          "State": null,
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "347",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 36.61,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "50-54",
+          "Race": "Black",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 6.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "350",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 22.31,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 18 to 24",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Virginia",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 14.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Use them some days",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Hispanic",
+          "HeightInMeters": 1.63,
+          "WeightInKilograms": 58.97,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "351",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 24.03,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 40 to 44",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Vermont",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Other race only, Non-Hispanic",
+          "HeightInMeters": 1.63,
+          "WeightInKilograms": 63.5,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": null,
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Tested positive using home test without a health professional"
+        }
+      },
+      {
+        "scenario_id": "352",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 19.77,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 40 to 44",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Hawaii",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Other race only, Non-Hispanic",
+          "HeightInMeters": 1.73,
+          "WeightInKilograms": 58.97,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "356",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 27.44,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 80 or older",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Minnesota",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 30.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "Yes",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.57,
+          "WeightInKilograms": 68.04,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "357",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 22.46,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 30 to 34",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Nebraska",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes some days",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.65,
+          "WeightInKilograms": 61.23,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "358",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 26.57,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "45-49",
+          "Race": "Hispanic",
+          "Diabetic": "No",
+          "PhysicalActivity": "No",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "361",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 24.21,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 55 to 59",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Vermont",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 10.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.68,
+          "WeightInKilograms": 68.04,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "363",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 24.03,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "40-44",
+          "Race": "Hispanic",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "366",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 29.95,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 70 to 74",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Virgin Islands",
+          "GeneralHealth": "Poor",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": 20.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 4.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "Yes",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "Yes",
+          "DifficultyErrands": "Yes",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Hispanic",
+          "HeightInMeters": 1.65,
+          "WeightInKilograms": 81.65,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "371",
+        "features": {
+          "HeartDisease": null,
+          "BMI": null,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 25 to 29",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Washington",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 20.0,
+          "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.75,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "374",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 23.54,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 18 to 24",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Maryland",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Hispanic",
+          "HeightInMeters": 1.7,
+          "WeightInKilograms": 68.04,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "378",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 27.5,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "Yes",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "18-24",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 5.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "379",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 27.44,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 60 to 64",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "New York",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 10.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.57,
+          "WeightInKilograms": 68.04,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "381",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 51.49,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 35 to 39",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "West Virginia",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 3.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "Yes",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.63,
+          "WeightInKilograms": 136.08,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "393",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 36.32,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 70 to 74",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Wisconsin",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "Yes",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.68,
+          "WeightInKilograms": 102.06,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "394",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 25.39,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 60 to 64",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Ohio",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 20.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "Yes",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.52,
+          "WeightInKilograms": 58.97,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": null,
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "398",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 25.02,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "35-39",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "No",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "402",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 26.43,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 70 to 74",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Puerto Rico",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "Yes",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Hispanic",
+          "HeightInMeters": 1.63,
+          "WeightInKilograms": 69.85,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "403",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 27.12,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 75 to 79",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Washington",
+          "GeneralHealth": "Poor",
+          "PhysicalHealthDays": 2.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 9.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "Yes",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.83,
+          "WeightInKilograms": 90.72,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "404",
+        "features": {
+          "HeartDisease": null,
+          "BMI": null,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "South Dakota",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 3.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": 1.65,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "406",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 24.8,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 40 to 44",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Washington",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 2.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 5.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "Yes",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "Yes",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.6,
+          "WeightInKilograms": 63.5,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "410",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 21.46,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 3.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "18-24",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "416",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 29.53,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 50 to 54",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "North Dakota",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 14.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "Other race only, Non-Hispanic",
+          "HeightInMeters": 1.75,
+          "WeightInKilograms": 90.72,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "417",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 20.22,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 15.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "25-29",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "Yes",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "419",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 28.06,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 60 to 64",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Louisiana",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "Yes",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": null,
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.75,
+          "WeightInKilograms": 86.18,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "421",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 30.0,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 80 or older",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Minnesota",
+          "GeneralHealth": "Poor",
+          "PhysicalHealthDays": 25.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": null,
+          "PhysicalActivities": "No",
+          "SleepHours": 12.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": null,
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "Yes",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "Yes",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "Yes",
+          "DifficultyErrands": "Yes",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": null,
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.91,
+          "WeightInKilograms": 108.86,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "422",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 31.87,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 50 to 54",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Minnesota",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 1.0,
+          "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.83,
+          "WeightInKilograms": 106.59,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "423",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 28.17,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "80 or older",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 9.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "Yes",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "424",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 37.31,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "55-59",
+          "Race": "White",
+          "Diabetic": "Yes",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 6.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "425",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 23.03,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 70 to 74",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Ohio",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 10.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 5.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "Yes",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.6,
+          "WeightInKilograms": 58.97,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "427",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 21.93,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 8.0,
+          "MentalHealth": 1.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "60-64",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 6.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "428",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 15.41,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "Yes",
+          "Stroke": "Yes",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 30.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "18-24",
+          "Race": "Hispanic",
+          "Diabetic": "Yes",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 5.0,
+          "Asthma": "Yes",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "430",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 52.42,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 55 to 59",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Puerto Rico",
+          "GeneralHealth": "Poor",
+          "PhysicalHealthDays": 30.0,
+          "MentalHealthDays": 20.0,
+          "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "Yes",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "Yes",
+          "DifficultyErrands": "Yes",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Hispanic",
+          "HeightInMeters": 1.65,
+          "WeightInKilograms": 142.88,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "433",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 28.48,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 9.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "18-24",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 6.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "437",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 23.49,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "45-49",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "Yes",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "440",
+        "features": {
+          "HeartDisease": "Yes",
+          "BMI": 35.94,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "65-69",
+          "Race": "White",
+          "Diabetic": "Yes",
+          "PhysicalActivity": "No",
+          "SleepTime": 7.0,
+          "Asthma": "Yes",
+          "KidneyDisease": "No",
+          "SkinCancer": "Yes",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "448",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 24.8,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 4.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "Yes",
+          "Sex": "Female",
+          "AgeCategory": "75-79",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "No",
+          "SleepTime": 9.0,
+          "Asthma": "Yes",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Poor",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "449",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 22.24,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "65-69",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "455",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 45.73,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 30 to 34",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "California",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 3.0,
+          "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.57,
+          "WeightInKilograms": 113.4,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "458",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 35.71,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 40 to 44",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Washington",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 7.0,
+          "MentalHealthDays": 28.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 5.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "Yes",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "Yes",
+          "SmokerStatus": "Current smoker - now smokes every day",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.55,
+          "WeightInKilograms": 85.73,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "460",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 22.67,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 70 to 74",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Washington",
+          "GeneralHealth": "Poor",
+          "PhysicalHealthDays": 4.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 12.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "Yes",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "Yes",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.6,
+          "WeightInKilograms": 58.06,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "463",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 31.62,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 30 to 34",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "South Dakota",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 4.0,
+          "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Other race only, Non-Hispanic",
+          "HeightInMeters": 1.65,
+          "WeightInKilograms": 86.18,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "464",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 28.37,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 25 to 29",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Kentucky",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.85,
+          "WeightInKilograms": 97.52,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "469",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 21.16,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "50-54",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "470",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 13.95,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 35 to 39",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Maine",
+          "GeneralHealth": "Poor",
+          "PhysicalHealthDays": 30.0,
+          "MentalHealthDays": 30.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "Yes",
+          "SmokerStatus": "Current smoker - now smokes every day",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 2.13,
+          "WeightInKilograms": 63.5,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "471",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 21.03,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "Yes",
+          "PhysicalHealth": 7.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "55-59",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 9.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "Yes",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "476",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 40.09,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 25 to 29",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "New York",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": 12.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes some days",
+          "ECigaretteUsage": "Use them some days",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "Other race only, Non-Hispanic",
+          "HeightInMeters": 1.7,
+          "WeightInKilograms": 116.12,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "478",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 30.67,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Georgia",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 10.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No, pre-diabetes or borderline diabetes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "Black only, Non-Hispanic",
+          "HeightInMeters": 1.68,
+          "WeightInKilograms": 86.18,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "481",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 55.17,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 55 to 59",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Mississippi",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "Black only, Non-Hispanic",
+          "HeightInMeters": 1.55,
+          "WeightInKilograms": 132.45,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "482",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 26.63,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 30 to 34",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Vermont",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 2.0,
+          "MentalHealthDays": 2.0,
+          "LastCheckupTime": "5 or more years ago",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes some days",
+          "ECigaretteUsage": "Use them some days",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.65,
+          "WeightInKilograms": 72.57,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "484",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 33.28,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 80 or older",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Texas",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 9.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Hispanic",
+          "HeightInMeters": 1.65,
+          "WeightInKilograms": 90.72,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "485",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 32.89,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Utah",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 3.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "Yes",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.7,
+          "WeightInKilograms": 95.25,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "486",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 39.68,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "55-59",
+          "Race": "Other",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "489",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 33.47,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "55-59",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "490",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 23.91,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Washington",
+          "GeneralHealth": "Poor",
+          "PhysicalHealthDays": 30.0,
+          "MentalHealthDays": 15.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "All",
+          "HadHeartAttack": "No",
+          "HadAngina": "Yes",
+          "HadStroke": "Yes",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "Yes",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "Yes",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "Yes",
+          "DifficultyErrands": "Yes",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Use them every day",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.6,
+          "WeightInKilograms": 61.23,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "492",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 22.81,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 18 to 24",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Kansas",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 28.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes every day",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.73,
+          "WeightInKilograms": 68.04,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "495",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 28.19,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 3.0,
+          "MentalHealth": 4.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "55-59",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "496",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 29.29,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 70 to 74",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Ohio",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "Yes",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.52,
+          "WeightInKilograms": 68.04,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "497",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 17.36,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 18 to 24",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Illinois",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 7.0,
+          "MentalHealthDays": 2.0,
+          "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 5.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.6,
+          "WeightInKilograms": 44.45,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "500",
+        "features": {
+          "HeartDisease": "Yes",
+          "BMI": 32.55,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "Yes",
+          "PhysicalHealth": 30.0,
+          "MentalHealth": 15.0,
+          "DiffWalking": "Yes",
+          "Sex": "Male",
+          "AgeCategory": "70-74",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "No",
+          "SleepTime": 6.0,
+          "Asthma": "No",
+          "KidneyDisease": "Yes",
+          "SkinCancer": "Yes",
+          "State": null,
+          "GeneralHealth": "Poor",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      }
+    ],
+    "target_column": "GeneralHealth",
+    "task_sub_type": "classification",
+    "ranking_ground_truth": {
+      "top_k_ids": [
+        "002",
+        "033",
+        "039",
+        "103",
+        "163",
+        "226",
+        "255",
+        "275",
+        "297",
+        "330",
+        "366",
+        "403",
+        "421",
+        "430",
+        "448",
+        "460",
+        "470",
+        "490",
+        "500"
+      ]
     },
-    "final_decision": {},
-    "what_if": {},
-    "ground_truth": {
-        "extracted_features": [
-            {
-                "scenario_id": "002",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 39.86,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 60 to 64",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Tennessee",
-                    "GeneralHealth": "Poor",
-                    "PhysicalHealthDays": 30.0,
-                    "MentalHealthDays": 30.0,
-                    "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "Yes",
-                    "HadAngina": "Yes",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "Yes",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "Yes",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.6,
-                    "WeightInKilograms": 102.06,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "007",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 37.5,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Ohio",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 30.0,
-                    "LastCheckupTime": "5 or more years ago",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 5.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.91,
-                    "WeightInKilograms": 136.08,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "008",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 21.93,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 35 to 39",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Maine",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 15.0,
-                    "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "Yes",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.7,
-                    "WeightInKilograms": 63.5,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "009",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 35.43,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 55 to 59",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Texas",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 30.0,
-                    "MentalHealthDays": 7.0,
-                    "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "Yes",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Hispanic",
-                    "HeightInMeters": 1.6,
-                    "WeightInKilograms": 90.72,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "016",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 30.99,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 70 to 74",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Ohio",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.78,
-                    "WeightInKilograms": 97.98,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "018",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 25.1,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 2.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "35-39",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "020",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 26.63,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 50 to 54",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Illinois",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 5.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.65,
-                    "WeightInKilograms": 72.57,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "022",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 28.13,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 60 to 64",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Puerto Rico",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 9.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "Yes",
-                    "BlindOrVisionDifficulty": "Yes",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Hispanic",
-                    "HeightInMeters": 1.73,
-                    "WeightInKilograms": 83.91,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "023",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 33.01,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "South Carolina",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 5.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "Yes",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "Black only, Non-Hispanic",
-                    "HeightInMeters": 1.52,
-                    "WeightInKilograms": 76.66,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "025",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 25.79,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 55 to 59",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Nevada",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 2.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes some days",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.65,
-                    "WeightInKilograms": 70.31,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "026",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 32.98,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 45 to 49",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "North Dakota",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.85,
-                    "WeightInKilograms": 113.4,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "031",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 28.32,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 70 to 74",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Washington",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 15.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.52,
-                    "WeightInKilograms": 65.77,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "033",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 21.14,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 80 or older",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Alabama",
-                    "GeneralHealth": "Poor",
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "Yes",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.7,
-                    "WeightInKilograms": 61.23,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": null,
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "034",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 40.89,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 10.0,
-                    "MentalHealth": 30.0,
-                    "DiffWalking": "Yes",
-                    "Sex": "Male",
-                    "AgeCategory": "50-54",
-                    "Race": "Black",
-                    "Diabetic": "Yes",
-                    "PhysicalActivity": "No",
-                    "GenHealth": "Fair",
-                    "SleepTime": 6.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "039",
-                "features": {
-                    "HeartDisease": "Yes",
-                    "BMI": 29.23,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "Yes",
-                    "PhysicalHealth": 20.0,
-                    "MentalHealth": 20.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "75-79",
-                    "Race": "American Indian/Alaskan Native",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Poor",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "Yes",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "046",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 38.62,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 30 to 34",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "West Virginia",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 3.0,
-                    "MentalHealthDays": 15.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Use them every day",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.63,
-                    "WeightInKilograms": 102.06,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
-                    "HighRiskLastYear": "Yes",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "054",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 27.44,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 60 to 64",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Wyoming",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 2.0,
-                    "LastCheckupTime": "5 or more years ago",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 4.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.68,
-                    "WeightInKilograms": 77.11,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "056",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 32.88,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 75 to 79",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Montana",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 5.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "Yes",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.55,
-                    "WeightInKilograms": 78.93,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "058",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 28.75,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 40 to 44",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Nebraska",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 4.0,
-                    "MentalHealthDays": 30.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.91,
-                    "WeightInKilograms": 104.33,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "Yes",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "061",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 36.92,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 50 to 54",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Nebraska",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 14.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "Yes",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "Other race only, Non-Hispanic",
-                    "HeightInMeters": 1.75,
-                    "WeightInKilograms": 113.4,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "064",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": null,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 50 to 54",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Texas",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "065",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 29.13,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "60-64",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Excellent",
-                    "SleepTime": 9.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "067",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 27.44,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 75 to 79",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Maine",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 6.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "Yes",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.57,
-                    "WeightInKilograms": 68.04,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "068",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 38.26,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "45-49",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Excellent",
-                    "SleepTime": 5.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "071",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 46.99,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 60 to 64",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Washington",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 3.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 5.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.7,
-                    "WeightInKilograms": 136.08,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "073",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 21.41,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 80 or older",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Alaska",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "Yes",
-                    "HadAngina": "Yes",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.75,
-                    "WeightInKilograms": 65.77,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "075",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 21.48,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Hawaii",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": "Other race only, Non-Hispanic",
-                    "HeightInMeters": 1.52,
-                    "WeightInKilograms": 49.9,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "076",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 31.46,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 40 to 44",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Indiana",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "Hispanic",
-                    "HeightInMeters": 1.74,
-                    "WeightInKilograms": 95.25,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "079",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 31.32,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 60 to 64",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "New Mexico",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 8.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Hispanic",
-                    "HeightInMeters": 1.7,
-                    "WeightInKilograms": 90.72,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "080",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 27.32,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 35 to 39",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Colorado",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 4.0,
-                    "MentalHealthDays": 9.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes every day",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.75,
-                    "WeightInKilograms": 83.91,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "081",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 48.82,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 55 to 59",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Arizona",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "Black only, Non-Hispanic",
-                    "HeightInMeters": 1.52,
-                    "WeightInKilograms": 113.4,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "082",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 32.28,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 70 to 74",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Nebraska",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 7.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "Yes",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.68,
-                    "WeightInKilograms": 90.72,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "084",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 27.96,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 30 to 34",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Louisiana",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 5.0,
-                    "MentalHealthDays": 30.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 9.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "Yes",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "Multiracial, Non-Hispanic",
-                    "HeightInMeters": 1.55,
-                    "WeightInKilograms": 67.13,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": null,
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "087",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 27.44,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Minnesota",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 30.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "Yes",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.57,
-                    "WeightInKilograms": 68.04,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "089",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 26.63,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 3.0,
-                    "MentalHealth": 2.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "65-69",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 7.0,
-                    "Asthma": "Yes",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "090",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 33.45,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "50-54",
-                    "Race": "White",
-                    "Diabetic": "Yes",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "091",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 23.49,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "Yes",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 5.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "35-39",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "095",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 26.54,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 60 to 64",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Idaho",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.78,
-                    "WeightInKilograms": 83.91,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "097",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 24.33,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "30-34",
-                    "Race": "Hispanic",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "098",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 32.12,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "60-64",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "099",
-                "features": {
-                    "HeartDisease": "Yes",
-                    "BMI": 28.34,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 15.0,
-                    "DiffWalking": "Yes",
-                    "Sex": "Female",
-                    "AgeCategory": "80 or older",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "No",
-                    "GenHealth": "Fair",
-                    "SleepTime": 8.0,
-                    "Asthma": "Yes",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "Yes",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "101",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 21.3,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 35 to 39",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Washington",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 4.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "Other race only, Non-Hispanic",
-                    "HeightInMeters": 1.65,
-                    "WeightInKilograms": 58.06,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "102",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 27.88,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 35 to 39",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Minnesota",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.7,
-                    "WeightInKilograms": 80.74,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "103",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 29.5,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 70 to 74",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "West Virginia",
-                    "GeneralHealth": "Poor",
-                    "PhysicalHealthDays": 5.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "All",
-                    "HadHeartAttack": "Yes",
-                    "HadAngina": "Yes",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "Yes",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes some days",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.73,
-                    "WeightInKilograms": 88.0,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "106",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 31.01,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 50 to 54",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Maryland",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 5.0,
-                    "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": null,
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": 1.75,
-                    "WeightInKilograms": 95.25,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "107",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 20.37,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 75 to 79",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Wisconsin",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.6,
-                    "WeightInKilograms": 52.16,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "111",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": null,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 40 to 44",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Texas",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "Yes, but only during pregnancy (female)",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Hispanic",
-                    "HeightInMeters": null,
-                    "WeightInKilograms": 63.5,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "115",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 26.78,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "70-74",
-                    "Race": "Hispanic",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "No",
-                    "GenHealth": "Good",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "119",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 26.54,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 40 to 44",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Ohio",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 2.0,
-                    "MentalHealthDays": 10.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Use them some days",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.78,
-                    "WeightInKilograms": 83.91,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "120",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 30.11,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 55 to 59",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Maine",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No, pre-diabetes or borderline diabetes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.6,
-                    "WeightInKilograms": 77.11,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "122",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 26.63,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 75 to 79",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Louisiana",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 9.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.68,
-                    "WeightInKilograms": 74.84,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "123",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 34.2,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 1.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "80 or older",
-                    "Race": "Black",
-                    "Diabetic": "Yes",
-                    "PhysicalActivity": "No",
-                    "GenHealth": "Good",
-                    "SleepTime": 5.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "124",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 30.7,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 18 to 24",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Washington",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 3.0,
-                    "MentalHealthDays": 20.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "Yes",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.7,
-                    "WeightInKilograms": 88.9,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "126",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 26.52,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "60-64",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 6.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "129",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 30.17,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "45-49",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Excellent",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "131",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 41.05,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 75 to 79",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Nebraska",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 15.0,
-                    "MentalHealthDays": 1.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 9.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "Yes",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "Yes",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "Yes",
-                    "BlindOrVisionDifficulty": "Yes",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.73,
-                    "WeightInKilograms": 122.47,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "132",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 21.41,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 60 to 64",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Massachusetts",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 2.0,
-                    "MentalHealthDays": 2.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.75,
-                    "WeightInKilograms": 65.77,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "134",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 24.94,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 70 to 74",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Michigan",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 6.0,
-                    "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "Yes",
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.73,
-                    "WeightInKilograms": 74.39,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "135",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 31.0,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 45 to 49",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Connecticut",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 2.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.85,
-                    "WeightInKilograms": 106.59,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "139",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 22.31,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "60-64",
-                    "Race": "Black",
-                    "Diabetic": "No, borderline diabetes",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 5.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "143",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 27.44,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 25 to 29",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Connecticut",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 5.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.68,
-                    "WeightInKilograms": 77.11,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "144",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 24.21,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 30 to 34",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "New Jersey",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 3.0,
-                    "MentalHealthDays": 30.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Hispanic",
-                    "HeightInMeters": 1.68,
-                    "WeightInKilograms": 68.04,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "145",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 39.11,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 40 to 44",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Tennessee",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 2.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes every day",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Hispanic",
-                    "HeightInMeters": 1.65,
-                    "WeightInKilograms": 106.59,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "154",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 30.41,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 15.0,
-                    "MentalHealth": 30.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "65-69",
-                    "Race": "Black",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 6.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "159",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 32.22,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 70 to 74",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Texas",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "All",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "Yes",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "Yes",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.52,
-                    "WeightInKilograms": 74.84,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "163",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 40.42,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 60 to 64",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Montana",
-                    "GeneralHealth": "Poor",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "Yes",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "Yes",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes some days",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "Other race only, Non-Hispanic",
-                    "HeightInMeters": 1.57,
-                    "WeightInKilograms": 100.24,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "167",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 39.46,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 60 to 64",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Mississippi",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 30.0,
-                    "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 5.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.78,
-                    "WeightInKilograms": 124.74,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "172",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 21.46,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 70 to 74",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Vermont",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.63,
-                    "WeightInKilograms": 56.7,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "173",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 31.17,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 1.0,
-                    "MentalHealth": 3.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "35-39",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 6.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "176",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 26.54,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "75-79",
-                    "Race": "White",
-                    "Diabetic": "Yes",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "178",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 21.18,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 2.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "18-24",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Excellent",
-                    "SleepTime": 8.0,
-                    "Asthma": "Yes",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "181",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": null,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": null,
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Connecticut",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 7.0,
-                    "MentalHealthDays": 2.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "Yes",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "182",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 22.67,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 70 to 74",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "California",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 5.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.6,
-                    "WeightInKilograms": 58.06,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "183",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 31.46,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "45-49",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 6.0,
-                    "Asthma": "Yes",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "184",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 30.13,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "Yes",
-                    "PhysicalHealth": 20.0,
-                    "MentalHealth": 5.0,
-                    "DiffWalking": "Yes",
-                    "Sex": "Male",
-                    "AgeCategory": "55-59",
-                    "Race": "Black",
-                    "Diabetic": "Yes",
-                    "PhysicalActivity": "No",
-                    "GenHealth": "Fair",
-                    "SleepTime": 3.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "185",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": null,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": null,
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Vermont",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "187",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 34.3,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 3.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "45-49",
-                    "Race": "Hispanic",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "190",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 30.13,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 55 to 59",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Maryland",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": "Black only, Non-Hispanic",
-                    "HeightInMeters": 1.78,
-                    "WeightInKilograms": 95.25,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "196",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 27.37,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 55 to 59",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Ohio",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.73,
-                    "WeightInKilograms": 81.65,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "197",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 23.75,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "60-64",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Excellent",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "198",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 20.34,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 70 to 74",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Texas",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "Yes",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.83,
-                    "WeightInKilograms": 68.04,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "200",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": null,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 60 to 64",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Arkansas",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 2.0,
-                    "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes every day",
-                    "ECigaretteUsage": "Use them every day",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.7,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "201",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 37.59,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 30 to 34",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Minnesota",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 5.0,
-                    "MentalHealthDays": 5.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Other race only, Non-Hispanic",
-                    "HeightInMeters": 1.7,
-                    "WeightInKilograms": 108.86,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "204",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 23.65,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 75 to 79",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Wisconsin",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.7,
-                    "WeightInKilograms": 68.49,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "205",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 22.71,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "75-79",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Excellent",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "206",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 33.45,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 45 to 49",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Massachusetts",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.73,
-                    "WeightInKilograms": 99.79,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "207",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 27.26,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "50-54",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "212",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 25.84,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 50 to 54",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Maryland",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 1.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Other race only, Non-Hispanic",
-                    "HeightInMeters": 1.7,
-                    "WeightInKilograms": 74.84,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "217",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 30.34,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 40 to 44",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Maryland",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 2.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 4.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes some days",
-                    "ECigaretteUsage": "Use them every day",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.85,
-                    "WeightInKilograms": 104.33,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "218",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 24.39,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 70 to 74",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Virginia",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.78,
-                    "WeightInKilograms": 77.11,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "224",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": null,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 50 to 54",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Connecticut",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes every day",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.57,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": null,
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "226",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 16.27,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 50 to 54",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Georgia",
-                    "GeneralHealth": "Poor",
-                    "PhysicalHealthDays": 30.0,
-                    "MentalHealthDays": 20.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 5.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "Yes",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "Yes",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "Yes",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "Yes",
-                    "DifficultyErrands": "Yes",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.83,
-                    "WeightInKilograms": 54.43,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "227",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 34.97,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 18 to 24",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Indiana",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.73,
-                    "WeightInKilograms": 104.33,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "230",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 19.37,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 30 to 34",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Connecticut",
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.68,
-                    "WeightInKilograms": 54.43,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "235",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 23.24,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 75 to 79",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "New York",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 30.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 5.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "Yes",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes every day",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.68,
-                    "WeightInKilograms": 65.32,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "237",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 29.84,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "Yes",
-                    "Sex": "Male",
-                    "AgeCategory": "80 or older",
-                    "Race": "White",
-                    "Diabetic": "Yes",
-                    "PhysicalActivity": "No",
-                    "GenHealth": "Good",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "240",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 34.21,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "40-44",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "241",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 23.42,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 45 to 49",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Massachusetts",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 2.0,
-                    "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 9.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.73,
-                    "WeightInKilograms": 69.85,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "242",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 23.78,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 25 to 29",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Missouri",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 10.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "Yes, but only during pregnancy (female)",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.57,
-                    "WeightInKilograms": 58.97,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "244",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 24.89,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 70 to 74",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Maine",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 1.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.63,
-                    "WeightInKilograms": 65.77,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "245",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 28.76,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 30 to 34",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Alaska",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.85,
-                    "WeightInKilograms": 98.88,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "246",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 22.89,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "45-49",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Excellent",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "247",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 35.95,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 35 to 39",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "California",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Hispanic",
-                    "HeightInMeters": 1.88,
-                    "WeightInKilograms": 127.01,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "249",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 28.48,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 18 to 24",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Florida",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 5.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.83,
-                    "WeightInKilograms": 95.25,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
-                    "HighRiskLastYear": "Yes",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "252",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 31.89,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 60 to 64",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Texas",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 4.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 9.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "Yes",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.6,
-                    "WeightInKilograms": 81.65,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "253",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 44.93,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 75 to 79",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Michigan",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 2.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.65,
-                    "WeightInKilograms": 122.47,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "255",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 48.47,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 50 to 54",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Indiana",
-                    "GeneralHealth": "Poor",
-                    "PhysicalHealthDays": 30.0,
-                    "MentalHealthDays": 10.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 10.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.57,
-                    "WeightInKilograms": 120.2,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "262",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 19.97,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 40 to 44",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "New Hampshire",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 10.0,
-                    "MentalHealthDays": 3.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.65,
-                    "WeightInKilograms": 54.43,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Tested positive using home test without a health professional"
-                }
-            },
-            {
-                "scenario_id": "263",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 36.26,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Minnesota",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 4.0,
-                    "MentalHealthDays": 3.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.8,
-                    "WeightInKilograms": 117.93,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "265",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 50.0,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 30.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "Yes",
-                    "Sex": "Male",
-                    "AgeCategory": "50-54",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "No",
-                    "GenHealth": "Fair",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "267",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 24.27,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 3.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "80 or older",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 9.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "270",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 29.84,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 25 to 29",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Maine",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 4.0,
-                    "MentalHealthDays": 3.0,
-                    "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.83,
-                    "WeightInKilograms": 99.79,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "272",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 25.85,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 5.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "18-24",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Excellent",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "275",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 23.75,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 30 to 34",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Colorado",
-                    "GeneralHealth": "Poor",
-                    "PhysicalHealthDays": 30.0,
-                    "MentalHealthDays": 30.0,
-                    "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No, pre-diabetes or borderline diabetes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.91,
-                    "WeightInKilograms": 86.18,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "284",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 20.34,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "Yes",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "60-64",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 6.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "Yes",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "285",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 36.05,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 3.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "80 or older",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Fair",
-                    "SleepTime": 9.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "287",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 25.82,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 30 to 34",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Texas",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 5.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "Yes",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "Yes",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.68,
-                    "WeightInKilograms": 72.57,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
-                    "HighRiskLastYear": "Yes",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "288",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 30.85,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "New Jersey",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "Yes",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.78,
-                    "WeightInKilograms": 97.52,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "291",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 19.05,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 75 to 79",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Connecticut",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.63,
-                    "WeightInKilograms": 50.35,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "292",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 25.34,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 70 to 74",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "South Carolina",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "Yes",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.68,
-                    "WeightInKilograms": 71.21,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "293",
-                "features": {
-                    "HeartDisease": "Yes",
-                    "BMI": 22.96,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "75-79",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 9.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "294",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 34.21,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 2.0,
-                    "MentalHealth": 5.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "60-64",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 6.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "297",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 27.98,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 55 to 59",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Connecticut",
-                    "GeneralHealth": "Poor",
-                    "PhysicalHealthDays": 30.0,
-                    "MentalHealthDays": 30.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 5.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.78,
-                    "WeightInKilograms": 88.45,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "301",
-                "features": {
-                    "HeartDisease": "Yes",
-                    "BMI": 30.67,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "Yes",
-                    "PhysicalHealth": 15.0,
-                    "MentalHealth": 30.0,
-                    "DiffWalking": "Yes",
-                    "Sex": "Female",
-                    "AgeCategory": "65-69",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "No",
-                    "GenHealth": "Fair",
-                    "SleepTime": 6.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "Yes",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "308",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 25.63,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 2.0,
-                    "MentalHealth": 20.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "60-64",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "310",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 30.54,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "75-79",
-                    "Race": "White",
-                    "Diabetic": "Yes",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 6.0,
-                    "Asthma": "Yes",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "312",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 22.82,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Mississippi",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 1.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": null,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Black only, Non-Hispanic",
-                    "HeightInMeters": 1.85,
-                    "WeightInKilograms": 78.47,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "315",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": null,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 40 to 44",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Utah",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "All",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "316",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 33.66,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 60 to 64",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Maryland",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 25.0,
-                    "MentalHealthDays": 15.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No, pre-diabetes or borderline diabetes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.6,
-                    "WeightInKilograms": 86.18,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "319",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 29.05,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 25 to 29",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Michigan",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 10.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.68,
-                    "WeightInKilograms": 81.65,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": null,
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "322",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 19.84,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Wisconsin",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 4.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "Yes, but only during pregnancy (female)",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.55,
-                    "WeightInKilograms": 47.63,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "325",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 28.89,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 60 to 64",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Washington",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 5.0,
-                    "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 5.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.73,
-                    "WeightInKilograms": 86.18,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "330",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 36.96,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 20.0,
-                    "MentalHealth": 15.0,
-                    "DiffWalking": "Yes",
-                    "Sex": "Female",
-                    "AgeCategory": "45-49",
-                    "Race": "White",
-                    "Diabetic": "Yes",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Poor",
-                    "SleepTime": 6.0,
-                    "Asthma": "Yes",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "331",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 34.87,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Vermont",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.8,
-                    "WeightInKilograms": 113.4,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "335",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 25.73,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 7.0,
-                    "MentalHealth": 14.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "35-39",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 6.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "338",
-                "features": {
-                    "HeartDisease": "Yes",
-                    "BMI": 37.51,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 30.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "Yes",
-                    "Sex": "Female",
-                    "AgeCategory": "55-59",
-                    "Race": "American Indian/Alaskan Native",
-                    "Diabetic": "Yes",
-                    "PhysicalActivity": "No",
-                    "GenHealth": "Fair",
-                    "SleepTime": 6.0,
-                    "Asthma": "Yes",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "339",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 27.62,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Oklahoma",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 2.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "Yes",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "Yes",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.8,
-                    "WeightInKilograms": 89.81,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "341",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 41.09,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Minnesota",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 20.0,
-                    "MentalHealthDays": 5.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "Yes",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "Yes",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.88,
-                    "WeightInKilograms": 145.15,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "342",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 35.31,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "45-49",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Excellent",
-                    "SleepTime": 6.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "Yes",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "347",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 36.61,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "50-54",
-                    "Race": "Black",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 6.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "350",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 22.31,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 18 to 24",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Virginia",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 14.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Use them some days",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Hispanic",
-                    "HeightInMeters": 1.63,
-                    "WeightInKilograms": 58.97,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "351",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 24.03,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 40 to 44",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Vermont",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Other race only, Non-Hispanic",
-                    "HeightInMeters": 1.63,
-                    "WeightInKilograms": 63.5,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": null,
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Tested positive using home test without a health professional"
-                }
-            },
-            {
-                "scenario_id": "352",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 19.77,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 40 to 44",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Hawaii",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Other race only, Non-Hispanic",
-                    "HeightInMeters": 1.73,
-                    "WeightInKilograms": 58.97,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "356",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 27.44,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 80 or older",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Minnesota",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 30.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "Yes",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.57,
-                    "WeightInKilograms": 68.04,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "357",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 22.46,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 30 to 34",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Nebraska",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes some days",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.65,
-                    "WeightInKilograms": 61.23,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "358",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 26.57,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "45-49",
-                    "Race": "Hispanic",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "No",
-                    "GenHealth": "Excellent",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "361",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 24.21,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 55 to 59",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Vermont",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 10.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.68,
-                    "WeightInKilograms": 68.04,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "363",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 24.03,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "40-44",
-                    "Race": "Hispanic",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "366",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 29.95,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 70 to 74",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Virgin Islands",
-                    "GeneralHealth": "Poor",
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": 20.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 4.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "Yes",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "Yes",
-                    "DifficultyErrands": "Yes",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Hispanic",
-                    "HeightInMeters": 1.65,
-                    "WeightInKilograms": 81.65,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "371",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": null,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 25 to 29",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Washington",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 20.0,
-                    "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.75,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "374",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 23.54,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 18 to 24",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Maryland",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Hispanic",
-                    "HeightInMeters": 1.7,
-                    "WeightInKilograms": 68.04,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "378",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 27.5,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "Yes",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "18-24",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Excellent",
-                    "SleepTime": 5.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "379",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 27.44,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 60 to 64",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "New York",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 10.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.57,
-                    "WeightInKilograms": 68.04,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "381",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 51.49,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 35 to 39",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "West Virginia",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 3.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "Yes",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.63,
-                    "WeightInKilograms": 136.08,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "393",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 36.32,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 70 to 74",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Wisconsin",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "Yes",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.68,
-                    "WeightInKilograms": 102.06,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "394",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 25.39,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 60 to 64",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Ohio",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 20.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "Yes",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.52,
-                    "WeightInKilograms": 58.97,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": null,
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "398",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 25.02,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "35-39",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "No",
-                    "GenHealth": "Good",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "402",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 26.43,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 70 to 74",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Puerto Rico",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "Yes",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Hispanic",
-                    "HeightInMeters": 1.63,
-                    "WeightInKilograms": 69.85,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "403",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 27.12,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 75 to 79",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Washington",
-                    "GeneralHealth": "Poor",
-                    "PhysicalHealthDays": 2.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 9.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "Yes",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.83,
-                    "WeightInKilograms": 90.72,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "404",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": null,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "South Dakota",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 3.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": 1.65,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "406",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 24.8,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 40 to 44",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Washington",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 2.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 5.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "Yes",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "Yes",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.6,
-                    "WeightInKilograms": 63.5,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "410",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 21.46,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 3.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "18-24",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "416",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 29.53,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 50 to 54",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "North Dakota",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 14.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "Other race only, Non-Hispanic",
-                    "HeightInMeters": 1.75,
-                    "WeightInKilograms": 90.72,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "417",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 20.22,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 15.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "25-29",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 7.0,
-                    "Asthma": "Yes",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "419",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 28.06,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 60 to 64",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Louisiana",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "Yes",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.75,
-                    "WeightInKilograms": 86.18,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "421",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 30.0,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 80 or older",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Minnesota",
-                    "GeneralHealth": "Poor",
-                    "PhysicalHealthDays": 25.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": "No",
-                    "SleepHours": 12.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": null,
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "Yes",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "Yes",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "Yes",
-                    "DifficultyErrands": "Yes",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.91,
-                    "WeightInKilograms": 108.86,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "422",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 31.87,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 50 to 54",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Minnesota",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 1.0,
-                    "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.83,
-                    "WeightInKilograms": 106.59,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "423",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 28.17,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "80 or older",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 9.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "Yes",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "424",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 37.31,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "55-59",
-                    "Race": "White",
-                    "Diabetic": "Yes",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 6.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "425",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 23.03,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 70 to 74",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Ohio",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 10.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 5.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "Yes",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.6,
-                    "WeightInKilograms": 58.97,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "427",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 21.93,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 8.0,
-                    "MentalHealth": 1.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "60-64",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 6.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "428",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 15.41,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "Yes",
-                    "Stroke": "Yes",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 30.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "18-24",
-                    "Race": "Hispanic",
-                    "Diabetic": "Yes",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Excellent",
-                    "SleepTime": 5.0,
-                    "Asthma": "Yes",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "430",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 52.42,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 55 to 59",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Puerto Rico",
-                    "GeneralHealth": "Poor",
-                    "PhysicalHealthDays": 30.0,
-                    "MentalHealthDays": 20.0,
-                    "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "Yes",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "Yes",
-                    "DifficultyErrands": "Yes",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Hispanic",
-                    "HeightInMeters": 1.65,
-                    "WeightInKilograms": 142.88,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "433",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 28.48,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 9.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "18-24",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 6.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "437",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 23.49,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "45-49",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 7.0,
-                    "Asthma": "Yes",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "440",
-                "features": {
-                    "HeartDisease": "Yes",
-                    "BMI": 35.94,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "65-69",
-                    "Race": "White",
-                    "Diabetic": "Yes",
-                    "PhysicalActivity": "No",
-                    "GenHealth": "Good",
-                    "SleepTime": 7.0,
-                    "Asthma": "Yes",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "Yes",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "448",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 24.8,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 4.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "Yes",
-                    "Sex": "Female",
-                    "AgeCategory": "75-79",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "No",
-                    "GenHealth": "Poor",
-                    "SleepTime": 9.0,
-                    "Asthma": "Yes",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "449",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 22.24,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "65-69",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "455",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 45.73,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 30 to 34",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "California",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 3.0,
-                    "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.57,
-                    "WeightInKilograms": 113.4,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "458",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 35.71,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 40 to 44",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Washington",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 7.0,
-                    "MentalHealthDays": 28.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 5.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "Yes",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "Yes",
-                    "SmokerStatus": "Current smoker - now smokes every day",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.55,
-                    "WeightInKilograms": 85.73,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "460",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 22.67,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 70 to 74",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Washington",
-                    "GeneralHealth": "Poor",
-                    "PhysicalHealthDays": 4.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 12.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "Yes",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "Yes",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.6,
-                    "WeightInKilograms": 58.06,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "463",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 31.62,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 30 to 34",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "South Dakota",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 4.0,
-                    "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Other race only, Non-Hispanic",
-                    "HeightInMeters": 1.65,
-                    "WeightInKilograms": 86.18,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "464",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 28.37,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 25 to 29",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Kentucky",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.85,
-                    "WeightInKilograms": 97.52,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "469",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 21.16,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "50-54",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Excellent",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "470",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 13.95,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 35 to 39",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Maine",
-                    "GeneralHealth": "Poor",
-                    "PhysicalHealthDays": 30.0,
-                    "MentalHealthDays": 30.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "Yes",
-                    "SmokerStatus": "Current smoker - now smokes every day",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 2.13,
-                    "WeightInKilograms": 63.5,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "471",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 21.03,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "Yes",
-                    "PhysicalHealth": 7.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "55-59",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 9.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "Yes",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "476",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 40.09,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 25 to 29",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "New York",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": 12.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes some days",
-                    "ECigaretteUsage": "Use them some days",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "Other race only, Non-Hispanic",
-                    "HeightInMeters": 1.7,
-                    "WeightInKilograms": 116.12,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "478",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 30.67,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Georgia",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 10.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No, pre-diabetes or borderline diabetes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "Black only, Non-Hispanic",
-                    "HeightInMeters": 1.68,
-                    "WeightInKilograms": 86.18,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "481",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 55.17,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 55 to 59",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Mississippi",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "Black only, Non-Hispanic",
-                    "HeightInMeters": 1.55,
-                    "WeightInKilograms": 132.45,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "482",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 26.63,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 30 to 34",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Vermont",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 2.0,
-                    "MentalHealthDays": 2.0,
-                    "LastCheckupTime": "5 or more years ago",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes some days",
-                    "ECigaretteUsage": "Use them some days",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.65,
-                    "WeightInKilograms": 72.57,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "484",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 33.28,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 80 or older",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Texas",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 9.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Hispanic",
-                    "HeightInMeters": 1.65,
-                    "WeightInKilograms": 90.72,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "485",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 32.89,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Utah",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 3.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "Yes",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.7,
-                    "WeightInKilograms": 95.25,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "486",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 39.68,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "55-59",
-                    "Race": "Other",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "489",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 33.47,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "55-59",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "490",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 23.91,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Washington",
-                    "GeneralHealth": "Poor",
-                    "PhysicalHealthDays": 30.0,
-                    "MentalHealthDays": 15.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "All",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "Yes",
-                    "HadStroke": "Yes",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "Yes",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "Yes",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "Yes",
-                    "DifficultyErrands": "Yes",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Use them every day",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.6,
-                    "WeightInKilograms": 61.23,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "492",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 22.81,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 18 to 24",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Kansas",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 28.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes every day",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.73,
-                    "WeightInKilograms": 68.04,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "495",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 28.19,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 3.0,
-                    "MentalHealth": 4.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "55-59",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "496",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 29.29,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 70 to 74",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Ohio",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "Yes",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.52,
-                    "WeightInKilograms": 68.04,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "497",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 17.36,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 18 to 24",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Illinois",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 7.0,
-                    "MentalHealthDays": 2.0,
-                    "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 5.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.6,
-                    "WeightInKilograms": 44.45,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "500",
-                "features": {
-                    "HeartDisease": "Yes",
-                    "BMI": 32.55,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "Yes",
-                    "PhysicalHealth": 30.0,
-                    "MentalHealth": 15.0,
-                    "DiffWalking": "Yes",
-                    "Sex": "Male",
-                    "AgeCategory": "70-74",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "No",
-                    "GenHealth": "Poor",
-                    "SleepTime": 6.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "Yes",
-                    "SkinCancer": "Yes",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            }
-        ],
-        "target_column": "GeneralHealth",
-        "task_sub_type": "classification",
-        "ranking_ground_truth": {
-            "top_k_ids": [
-                "002",
-                "033",
-                "103",
-                "163",
-                "226",
-                "255",
-                "275",
-                "297",
-                "366",
-                "403",
-                "421",
-                "430",
-                "460",
-                "470",
-                "490"
-            ]
-        },
-        "active_filters": [],
-        "target_class_value": "poor"
-    },
-    "response": "",
-    "evaluation_score": {}
-}
\ No newline at end of file
+    "active_filters": [],
+    "target_class_value": "poor"
+  },
+  "response": "",
+  "evaluation_score": {}
+}
diff --git a/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_001/current.csv b/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_001/current.csv
index 1ff2088a20936fee7e723f3fe9865ab9dadf483b..5c42d3acec4167a64859eb48c2ef97529220db49 100644
--- a/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_001/current.csv
+++ b/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_001/current.csv
@@ -1,201 +1,201 @@
-HeartDisease,BMI,Smoking,AlcoholDrinking,Stroke,PhysicalHealth,MentalHealth,DiffWalking,Sex,AgeCategory,Race,Diabetic,PhysicalActivity,GenHealth,SleepTime,Asthma,KidneyDisease,SkinCancer,State,PhysicalHealthDays,MentalHealthDays,LastCheckupTime,PhysicalActivities,SleepHours,RemovedTeeth,HadHeartAttack,HadAngina,HadStroke,HadAsthma,HadSkinCancer,HadCOPD,HadDepressiveDisorder,HadKidneyDisease,HadArthritis,HadDiabetes,DeafOrHardOfHearing,BlindOrVisionDifficulty,DifficultyConcentrating,DifficultyWalking,DifficultyDressingBathing,DifficultyErrands,SmokerStatus,ECigaretteUsage,ChestScan,RaceEthnicityCategory,HeightInMeters,WeightInKilograms,AlcoholDrinkers,HIVTesting,FluVaxLast12,PneumoVaxEver,TetanusLast10Tdap,HighRiskLastYear,CovidPos
-,39.86,,,,,,,Female,Age 60 to 64,,,,,,,,,Tennessee,30.0,30.0,Within past 2 years (1 year but less than 2 years ago),No,8.0,1 to 5,Yes,Yes,No,No,No,Yes,Yes,No,Yes,Yes,No,No,Yes,Yes,No,Yes,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.6,102.06,No,Yes,No,Yes,"Yes, received tetanus shot but not sure what type",No,Yes
-,37.5,,,,,,,Male,Age 65 to 69,,,,,,,,,Ohio,0.0,30.0,5 or more years ago,No,5.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.91,136.08,No,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
-,21.93,,,,,,,Female,Age 35 to 39,,,,,,,,,Maine,0.0,15.0,Within past 2 years (1 year but less than 2 years ago),Yes,6.0,None of them,No,No,No,No,Yes,No,Yes,No,No,No,No,No,Yes,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.7,63.5,No,No,No,No,"Yes, received Tdap",No,Yes
-,35.43,,,,,,,Female,Age 55 to 59,,,,,,,,,Texas,30.0,7.0,Within past 2 years (1 year but less than 2 years ago),No,8.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,Yes,No,Yes,Never smoked,Never used e-cigarettes in my entire life,No,Hispanic,1.6,90.72,No,No,No,No,,No,No
-,30.99,,,,,,,Male,Age 70 to 74,,,,,,,,,Ohio,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,1 to 5,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Not at all (right now),Yes,"White only, Non-Hispanic",1.78,97.98,No,No,Yes,Yes,,No,No
-No,25.1,No,No,No,2.0,0.0,No,Female,35-39,White,No,Yes,Very good,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,26.63,,,,,,,Female,Age 50 to 54,,,,,,,,,Illinois,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,5.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.65,72.57,No,No,Yes,No,"Yes, received Tdap",No,No
-,28.13,,,,,,,Male,Age 60 to 64,,,,,,,,,Puerto Rico,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,9.0,"6 or more, but not all",No,No,No,No,No,No,No,No,No,Yes,Yes,Yes,No,No,No,No,Former smoker,Not at all (right now),No,Hispanic,1.73,83.91,No,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-,33.01,,,,,,,Female,Age 65 to 69,,,,,,,,,South Carolina,0.0,5.0,Within past year (anytime less than 12 months ago),Yes,6.0,1 to 5,No,Yes,No,Yes,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"Black only, Non-Hispanic",1.52,76.66,No,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
-,25.79,,,,,,,Female,Age 55 to 59,,,,,,,,,Nevada,0.0,2.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Current smoker - now smokes some days,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.65,70.31,Yes,No,No,,"Yes, received Tdap",No,No
-,32.98,,,,,,,Male,Age 45 to 49,,,,,,,,,North Dakota,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Not at all (right now),No,"White only, Non-Hispanic",1.85,113.4,Yes,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-,28.32,,,,,,,Female,Age 70 to 74,,,,,,,,,Washington,15.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,1 to 5,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Not at all (right now),No,"White only, Non-Hispanic",1.52,65.77,No,No,No,No,"Yes, received tetanus shot, but not Tdap",No,No
-,21.14,,,,,,,Female,Age 80 or older,,,,,,,,,Alabama,,,Within past year (anytime less than 12 months ago),No,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,Yes,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,,"White only, Non-Hispanic",1.7,61.23,No,,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
-No,40.89,Yes,No,No,10.0,30.0,Yes,Male,50-54,Black,Yes,No,Fair,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-Yes,29.23,No,No,Yes,20.0,20.0,No,Male,75-79,American Indian/Alaskan Native,No,Yes,Poor,8.0,No,Yes,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,38.62,,,,,,,Female,Age 30 to 34,,,,,,,,,West Virginia,3.0,15.0,Within past year (anytime less than 12 months ago),Yes,6.0,1 to 5,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,Former smoker,Use them every day,No,"White only, Non-Hispanic",1.63,102.06,Yes,Yes,Yes,No,"Yes, received tetanus shot, but not Tdap",Yes,Yes
-,27.44,,,,,,,Female,Age 60 to 64,,,,,,,,,Wyoming,0.0,2.0,5 or more years ago,Yes,4.0,None of them,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.68,77.11,Yes,No,No,No,"Yes, received tetanus shot but not sure what type",No,No
-,32.88,,,,,,,Female,Age 75 to 79,,,,,,,,,Montana,5.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,Yes,No,No,No,Yes,No,No,No,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.55,78.93,Yes,No,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
-,28.75,,,,,,,Male,Age 40 to 44,,,,,,,,,Nebraska,4.0,30.0,Within past year (anytime less than 12 months ago),No,8.0,1 to 5,No,No,No,No,No,No,Yes,No,No,No,No,No,Yes,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.91,104.33,Yes,Yes,No,No,"No, did not receive any tetanus shot in the past 10 years",Yes,No
-,36.92,,,,,,,Female,Age 50 to 54,,,,,,,,,Nebraska,14.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,1 to 5,No,No,No,Yes,No,No,No,No,No,Yes,No,Yes,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"Other race only, Non-Hispanic",1.75,113.4,No,Yes,No,Yes,"Yes, received tetanus shot but not sure what type",No,Yes
-,,,,,,,,Male,Age 50 to 54,,,,,,,,,Texas,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,Yes,No,No,No,No,Yes,No,,,,,,,,,,"White only, Non-Hispanic",,,,,,,,,
-No,29.13,Yes,No,No,0.0,0.0,No,Male,60-64,White,No,Yes,Excellent,9.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,27.44,,,,,,,Female,Age 75 to 79,,,,,,,,,Maine,6.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,Yes,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.57,68.04,Yes,No,No,No,"Yes, received tetanus shot, but not Tdap",No,No
-No,38.26,Yes,No,No,0.0,0.0,No,Male,45-49,White,No,Yes,Excellent,5.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,46.99,,,,,,,Male,Age 60 to 64,,,,,,,,,Washington,3.0,0.0,Within past year (anytime less than 12 months ago),No,5.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,Yes,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.7,136.08,No,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-,21.41,,,,,,,Male,Age 80 or older,,,,,,,,,Alaska,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,Yes,Yes,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.75,65.77,No,No,Yes,Yes,"Yes, received tetanus shot, but not Tdap",No,Yes
-,21.48,,,,,,,Female,Age 65 to 69,,,,,,,,,Hawaii,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,,,,,,,,,"Other race only, Non-Hispanic",1.52,49.9,,,,,,,
-,31.46,,,,,,,Male,Age 40 to 44,,,,,,,,,Indiana,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Not at all (right now),Yes,Hispanic,1.74,95.25,Yes,Yes,No,Yes,"Yes, received Tdap",No,No
-,31.32,,,,,,,Male,Age 60 to 64,,,,,,,,,New Mexico,0.0,8.0,Within past year (anytime less than 12 months ago),Yes,7.0,1 to 5,No,No,No,No,No,No,Yes,No,Yes,No,No,No,No,No,No,No,Never smoked,Not at all (right now),No,Hispanic,1.7,90.72,Yes,No,Yes,No,"Yes, received Tdap",No,No
-,27.32,,,,,,,Female,Age 35 to 39,,,,,,,,,Colorado,4.0,9.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,Yes,No,Yes,No,No,No,Yes,No,No,No,Current smoker - now smokes every day,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.75,83.91,No,Yes,Yes,No,"Yes, received Tdap",No,Yes
-,48.82,,,,,,,Female,Age 55 to 59,,,,,,,,,Arizona,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,Yes,No,No,No,No,Yes,No,No,No,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"Black only, Non-Hispanic",1.52,113.4,No,Yes,Yes,Yes,"Yes, received Tdap",No,No
-,32.28,,,,,,,Female,Age 70 to 74,,,,,,,,,Nebraska,0.0,7.0,Within past year (anytime less than 12 months ago),Yes,6.0,"6 or more, but not all",No,No,No,No,No,No,Yes,No,Yes,No,Yes,No,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.68,90.72,Yes,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-,27.96,,,,,,,Female,Age 30 to 34,,,,,,,,,Louisiana,5.0,30.0,Within past year (anytime less than 12 months ago),Yes,9.0,None of them,No,No,No,No,No,Yes,Yes,No,Yes,No,No,No,Yes,No,No,No,Former smoker,Not at all (right now),Yes,"Multiracial, Non-Hispanic",1.55,67.13,Yes,,No,No,"Yes, received Tdap",No,Yes
-,27.44,,,,,,,Female,Age 65 to 69,,,,,,,,,Minnesota,30.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,Yes,No,Yes,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.57,68.04,Yes,No,Yes,Yes,"Yes, received Tdap",No,No
-No,26.63,Yes,No,No,3.0,2.0,No,Male,65-69,White,No,Yes,Good,7.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,33.45,Yes,No,No,0.0,0.0,No,Male,50-54,White,Yes,Yes,Good,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,23.49,No,Yes,No,0.0,5.0,No,Female,35-39,White,No,Yes,Very good,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,26.54,,,,,,,Male,Age 60 to 64,,,,,,,,,Idaho,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.78,83.91,No,No,Yes,Yes,"Yes, received Tdap",No,No
-No,24.33,No,No,No,0.0,0.0,No,Male,30-34,Hispanic,No,Yes,Good,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,32.12,Yes,No,No,0.0,0.0,No,Female,60-64,White,No,Yes,Very good,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-Yes,28.34,No,No,No,0.0,15.0,Yes,Female,80 or older,White,No,No,Fair,8.0,Yes,No,Yes,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,21.3,,,,,,,Female,Age 35 to 39,,,,,,,,,Washington,0.0,4.0,Within past year (anytime less than 12 months ago),Yes,7.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"Other race only, Non-Hispanic",1.65,58.06,Yes,No,Yes,No,"Yes, received tetanus shot, but not Tdap",No,No
-,27.88,,,,,,,Male,Age 35 to 39,,,,,,,,,Minnesota,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.7,80.74,No,No,No,No,"Yes, received tetanus shot but not sure what type",No,No
-,29.5,,,,,,,Male,Age 70 to 74,,,,,,,,,West Virginia,5.0,0.0,Within past year (anytime less than 12 months ago),No,6.0,All,Yes,Yes,No,No,No,No,No,No,No,Yes,No,No,No,Yes,Yes,No,Current smoker - now smokes some days,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.73,88.0,No,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
-,31.01,,,,,,,Female,Age 50 to 54,,,,,,,,,Maryland,0.0,5.0,Within past 5 years (2 years but less than 5 years ago),Yes,6.0,1 to 5,No,No,,No,No,No,No,No,Yes,Yes,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,,1.75,95.25,No,Yes,No,No,"Yes, received tetanus shot but not sure what type",No,Yes
-,20.37,,,,,,,Female,Age 75 to 79,,,,,,,,,Wisconsin,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.6,52.16,No,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,Yes
-,,,,,,,,Female,Age 40 to 44,,,,,,,,,Texas,0.0,0.0,Within past 2 years (1 year but less than 2 years ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,No,"Yes, but only during pregnancy (female)",No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,Hispanic,,63.5,No,No,No,Yes,"Yes, received Tdap",No,No
-No,26.78,No,No,No,0.0,0.0,No,Male,70-74,Hispanic,No,No,Good,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,26.54,,,,,,,Male,Age 40 to 44,,,,,,,,,Ohio,2.0,10.0,Within past year (anytime less than 12 months ago),Yes,6.0,1 to 5,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,Former smoker,Use them some days,No,"White only, Non-Hispanic",1.78,83.91,Yes,Yes,Yes,No,"Yes, received Tdap",No,No
-,30.11,,,,,,,Female,Age 55 to 59,,,,,,,,,Maine,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,Yes,"No, pre-diabetes or borderline diabetes",No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.6,77.11,No,Yes,No,No,"Yes, received Tdap",No,No
-,26.63,,,,,,,Male,Age 75 to 79,,,,,,,,,Louisiana,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,9.0,None of them,No,No,No,No,No,No,Yes,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.68,74.84,Yes,No,Yes,,,No,No
-No,34.2,No,No,No,1.0,0.0,No,Female,80 or older,Black,Yes,No,Good,5.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,30.7,,,,,,,Female,Age 18 to 24,,,,,,,,,Washington,3.0,20.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,Yes,Yes,No,No,No,No,No,No,No,No,Never smoked,Not at all (right now),Yes,"White only, Non-Hispanic",1.7,88.9,Yes,No,No,,"Yes, received Tdap",No,Yes
-No,26.52,No,No,No,0.0,0.0,No,Female,60-64,White,No,Yes,Very good,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,30.17,No,No,No,0.0,0.0,No,Male,45-49,White,No,Yes,Excellent,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,41.05,,,,,,,Female,Age 75 to 79,,,,,,,,,Nebraska,15.0,1.0,Within past year (anytime less than 12 months ago),No,9.0,"6 or more, but not all",No,Yes,No,No,No,Yes,No,No,Yes,Yes,Yes,Yes,No,Yes,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.73,122.47,No,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,Yes
-,21.41,,,,,,,Female,Age 60 to 64,,,,,,,,,Massachusetts,2.0,2.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.75,65.77,No,No,Yes,No,"Yes, received Tdap",No,No
-,24.94,,,,,,,Female,Age 70 to 74,,,,,,,,,Michigan,0.0,6.0,Within past 2 years (1 year but less than 2 years ago),Yes,7.0,None of them,No,No,No,Yes,No,No,Yes,No,Yes,No,Yes,,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.73,74.39,Yes,Yes,Yes,Yes,"Yes, received Tdap",No,No
-,31.0,,,,,,,Male,Age 45 to 49,,,,,,,,,Connecticut,0.0,2.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.85,106.59,Yes,No,No,No,"Yes, received tetanus shot but not sure what type",No,Yes
-No,22.31,No,No,No,0.0,0.0,No,Female,60-64,Black,"No, borderline diabetes",Yes,Very good,5.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,27.44,,,,,,,Male,Age 25 to 29,,,,,,,,,Connecticut,0.0,0.0,Within past 2 years (1 year but less than 2 years ago),No,5.0,None of them,No,No,No,Yes,No,No,Yes,No,No,No,No,No,No,No,No,No,Never smoked,Not at all (right now),,"White only, Non-Hispanic",1.68,77.11,Yes,No,No,,"No, did not receive any tetanus shot in the past 10 years",No,Yes
-,24.21,,,,,,,Female,Age 30 to 34,,,,,,,,,New Jersey,3.0,30.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,Hispanic,1.68,68.04,Yes,Yes,Yes,No,"Yes, received Tdap",No,Yes
-,39.11,,,,,,,Female,Age 40 to 44,,,,,,,,,Tennessee,0.0,2.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Current smoker - now smokes every day,Not at all (right now),No,Hispanic,1.65,106.59,Yes,Yes,No,No,"Yes, received tetanus shot, but not Tdap",No,Yes
-No,30.41,No,No,No,15.0,30.0,No,Male,65-69,Black,No,Yes,Good,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,32.22,,,,,,,Female,Age 70 to 74,,,,,,,,,Texas,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,All,No,No,No,No,No,Yes,No,Yes,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.52,74.84,No,No,No,Yes,"Yes, received Tdap",No,No
-,40.42,,,,,,,Female,Age 60 to 64,,,,,,,,,Montana,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,Yes,No,No,No,No,No,No,Yes,No,Yes,No,No,No,No,No,No,Current smoker - now smokes some days,Never used e-cigarettes in my entire life,Yes,"Other race only, Non-Hispanic",1.57,100.24,No,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
-,39.46,,,,,,,Male,Age 60 to 64,,,,,,,,,Mississippi,0.0,30.0,Within past 2 years (1 year but less than 2 years ago),Yes,5.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.78,124.74,No,No,No,No,"Yes, received tetanus shot but not sure what type",No,No
-,21.46,,,,,,,Female,Age 70 to 74,,,,,,,,,Vermont,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.63,56.7,Yes,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
-No,31.17,Yes,No,No,1.0,3.0,No,Male,35-39,White,No,Yes,Very good,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,26.54,No,No,No,0.0,0.0,No,Male,75-79,White,Yes,Yes,Good,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,21.18,No,No,No,0.0,2.0,No,Male,18-24,White,No,Yes,Excellent,8.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,,,,,,,,Female,,,,,,,,,,Connecticut,7.0,2.0,Within past year (anytime less than 12 months ago),Yes,6.0,1 to 5,No,No,No,Yes,No,Yes,No,No,Yes,Yes,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,,,,,,,,,,,
-,22.67,,,,,,,Female,Age 70 to 74,,,,,,,,,California,5.0,0.0,Within past year (anytime less than 12 months ago),No,8.0,1 to 5,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.6,58.06,Yes,No,Yes,Yes,"Yes, received Tdap",No,No
-No,31.46,Yes,No,No,0.0,0.0,No,Male,45-49,White,No,Yes,Good,6.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,30.13,Yes,No,Yes,20.0,5.0,Yes,Male,55-59,Black,Yes,No,Fair,3.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,,,,,,,,Male,,,,,,,,,,Vermont,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,Yes,No,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,,"White only, Non-Hispanic",,,No,,,Yes,"Yes, received tetanus shot but not sure what type",No,No
-No,34.3,Yes,No,No,3.0,0.0,No,Male,45-49,Hispanic,No,Yes,Good,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,30.13,,,,,,,Male,Age 55 to 59,,,,,,,,,Maryland,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,,,,,,,,"Black only, Non-Hispanic",1.78,95.25,,,,,,,
-,27.37,,,,,,,Male,Age 55 to 59,,,,,,,,,Ohio,0.0,0.0,Within past 2 years (1 year but less than 2 years ago),No,6.0,None of them,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.73,81.65,Yes,No,Yes,Yes,"Yes, received tetanus shot, but not Tdap",No,No
-No,23.75,No,No,No,0.0,0.0,No,Male,60-64,White,No,Yes,Excellent,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,20.34,,,,,,,Male,Age 70 to 74,,,,,,,,,Texas,,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,Yes,Yes,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.83,68.04,Yes,Yes,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
-,,,,,,,,Female,Age 60 to 64,,,,,,,,,Arkansas,0.0,2.0,Within past 2 years (1 year but less than 2 years ago),No,7.0,1 to 5,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Current smoker - now smokes every day,Use them every day,Yes,"White only, Non-Hispanic",1.7,,No,No,Yes,Yes,"Yes, received Tdap",No,No
-,37.59,,,,,,,Female,Age 30 to 34,,,,,,,,,Minnesota,5.0,5.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Not at all (right now),No,"Other race only, Non-Hispanic",1.7,108.86,Yes,Yes,Yes,,"Yes, received tetanus shot but not sure what type",No,Yes
-,23.65,,,,,,,Male,Age 75 to 79,,,,,,,,,Wisconsin,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,1 to 5,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.7,68.49,Yes,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,Yes
-No,22.71,No,No,No,0.0,0.0,No,Male,75-79,White,No,Yes,Excellent,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,33.45,,,,,,,Male,Age 45 to 49,,,,,,,,,Massachusetts,0.0,,Within past 2 years (1 year but less than 2 years ago),Yes,7.0,1 to 5,No,No,No,Yes,No,No,Yes,No,Yes,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.73,99.79,Yes,Yes,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-No,27.26,No,No,No,0.0,0.0,No,Male,50-54,White,No,Yes,Very good,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,25.84,,,,,,,Male,Age 50 to 54,,,,,,,,,Maryland,0.0,1.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"Other race only, Non-Hispanic",1.7,74.84,Yes,No,Yes,No,,No,No
-,30.34,,,,,,,Male,Age 40 to 44,,,,,,,,,Maryland,2.0,0.0,Within past year (anytime less than 12 months ago),Yes,4.0,1 to 5,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Current smoker - now smokes some days,Use them every day,Yes,"White only, Non-Hispanic",1.85,104.33,No,Yes,No,No,"Yes, received tetanus shot but not sure what type",No,No
-,24.39,,,,,,,Male,Age 70 to 74,,,,,,,,,Virginia,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.78,77.11,Yes,No,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
-,,,,,,,,Female,Age 50 to 54,,,,,,,,,Connecticut,0.0,0.0,Within past year (anytime less than 12 months ago),No,8.0,None of them,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Current smoker - now smokes every day,Not at all (right now),Yes,"White only, Non-Hispanic",1.57,,No,,Yes,Yes,,No,Yes
-,16.27,,,,,,,Male,Age 50 to 54,,,,,,,,,Georgia,30.0,20.0,Within past year (anytime less than 12 months ago),No,5.0,1 to 5,No,No,Yes,Yes,No,Yes,Yes,No,No,No,No,Yes,Yes,Yes,Yes,Yes,Former smoker,Not at all (right now),Yes,"White only, Non-Hispanic",1.83,54.43,No,Yes,No,Yes,"Yes, received tetanus shot but not sure what type",No,No
-,34.97,,,,,,,Male,Age 18 to 24,,,,,,,,,Indiana,0.0,0.0,Within past 5 years (2 years but less than 5 years ago),Yes,6.0,None of them,No,No,No,Yes,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Not at all (right now),Yes,"White only, Non-Hispanic",1.73,104.33,Yes,No,No,No,"Yes, received tetanus shot but not sure what type",No,No
-,19.37,,,,,,,Female,Age 30 to 34,,,,,,,,,Connecticut,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,,"White only, Non-Hispanic",1.68,54.43,,,,,,,
-,23.24,,,,,,,Female,Age 75 to 79,,,,,,,,,New York,30.0,0.0,Within past year (anytime less than 12 months ago),No,5.0,None of them,No,No,No,No,No,Yes,No,No,No,Yes,No,No,No,Yes,No,No,Current smoker - now smokes every day,Not at all (right now),Yes,"White only, Non-Hispanic",1.68,65.32,No,No,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
-No,29.84,Yes,No,No,0.0,0.0,Yes,Male,80 or older,White,Yes,No,Good,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,34.21,Yes,No,No,0.0,0.0,No,Female,40-44,White,No,Yes,Very good,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,23.42,,,,,,,Female,Age 45 to 49,,,,,,,,,Massachusetts,0.0,2.0,Within past 2 years (1 year but less than 2 years ago),Yes,9.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.73,69.85,Yes,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-,23.78,,,,,,,Female,Age 25 to 29,,,,,,,,,Missouri,10.0,0.0,Within past 2 years (1 year but less than 2 years ago),Yes,6.0,1 to 5,No,No,No,No,No,No,No,No,No,"Yes, but only during pregnancy (female)",No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.57,58.97,Yes,Yes,No,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
-,24.89,,,,,,,Female,Age 70 to 74,,,,,,,,,Maine,1.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.63,65.77,Yes,Yes,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
-,28.76,,,,,,,Male,Age 30 to 34,,,,,,,,,Alaska,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,Yes,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.85,98.88,Yes,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-No,22.89,No,No,No,0.0,0.0,No,Male,45-49,White,No,Yes,Excellent,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,35.95,,,,,,,Male,Age 35 to 39,,,,,,,,,California,0.0,0.0,Within past 5 years (2 years but less than 5 years ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,Hispanic,1.88,127.01,Yes,Yes,No,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
-,28.48,,,,,,,Male,Age 18 to 24,,,,,,,,,Florida,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,5.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Not at all (right now),No,"White only, Non-Hispanic",1.83,95.25,Yes,Yes,No,No,"Yes, received tetanus shot, but not Tdap",Yes,No
-,31.89,,,,,,,Male,Age 60 to 64,,,,,,,,,Texas,4.0,0.0,Within past year (anytime less than 12 months ago),Yes,9.0,None of them,No,No,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,Never smoked,Not at all (right now),No,"White only, Non-Hispanic",1.6,81.65,No,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-,44.93,,,,,,,Female,Age 75 to 79,,,,,,,,,Michigan,2.0,0.0,Within past year (anytime less than 12 months ago),No,6.0,1 to 5,No,No,No,No,No,No,Yes,No,Yes,No,No,No,No,Yes,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.65,122.47,No,Yes,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
-,48.47,,,,,,,Female,Age 50 to 54,,,,,,,,,Indiana,30.0,10.0,Within past year (anytime less than 12 months ago),No,10.0,"6 or more, but not all",No,No,No,No,No,No,No,No,Yes,Yes,No,No,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.57,120.2,No,Yes,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
-,19.97,,,,,,,Female,Age 40 to 44,,,,,,,,,New Hampshire,10.0,3.0,Within past year (anytime less than 12 months ago),Yes,7.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.65,54.43,Yes,No,Yes,No,"Yes, received tetanus shot, but not Tdap",No,Tested positive using home test without a health professional
-,36.26,,,,,,,Male,Age 65 to 69,,,,,,,,,Minnesota,4.0,3.0,Within past year (anytime less than 12 months ago),No,7.0,1 to 5,No,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.8,117.93,Yes,No,No,Yes,"Yes, received tetanus shot, but not Tdap",No,No
-No,50.0,Yes,No,No,30.0,0.0,Yes,Male,50-54,White,No,No,Fair,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,24.27,No,No,No,3.0,0.0,No,Male,80 or older,White,No,Yes,Very good,9.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,29.84,,,,,,,Male,Age 25 to 29,,,,,,,,,Maine,4.0,3.0,Within past 5 years (2 years but less than 5 years ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.83,99.79,Yes,No,Yes,No,"Yes, received tetanus shot but not sure what type",No,Yes
-No,25.85,No,No,No,0.0,5.0,No,Female,18-24,White,No,Yes,Excellent,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,23.75,,,,,,,Male,Age 30 to 34,,,,,,,,,Colorado,30.0,30.0,Within past 5 years (2 years but less than 5 years ago),Yes,6.0,1 to 5,No,No,No,Yes,No,No,Yes,No,No,"No, pre-diabetes or borderline diabetes",No,No,,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.91,86.18,No,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-No,20.34,Yes,No,Yes,0.0,0.0,No,Male,60-64,White,No,Yes,Good,6.0,No,No,Yes,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,36.05,No,No,No,3.0,0.0,No,Female,80 or older,White,No,Yes,Fair,9.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,25.82,,,,,,,Male,Age 30 to 34,,,,,,,,,Texas,0.0,0.0,Within past 5 years (2 years but less than 5 years ago),Yes,5.0,None of them,No,No,No,No,No,Yes,No,No,No,No,Yes,No,No,No,No,No,Never smoked,Not at all (right now),No,"White only, Non-Hispanic",1.68,72.57,Yes,No,No,No,"Yes, received tetanus shot, but not Tdap",Yes,Yes
-,30.85,,,,,,,Male,Age 65 to 69,,,,,,,,,New Jersey,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,1 to 5,No,No,No,No,Yes,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.78,97.52,Yes,No,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-,19.05,,,,,,,Female,Age 75 to 79,,,,,,,,,Connecticut,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,"6 or more, but not all",No,No,No,Yes,No,No,No,No,Yes,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.63,50.35,Yes,No,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
-,25.34,,,,,,,Female,Age 70 to 74,,,,,,,,,South Carolina,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,Yes,No,Yes,No,No,Yes,Yes,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.68,71.21,Yes,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
-Yes,22.96,No,No,No,0.0,0.0,No,Male,75-79,White,No,Yes,Very good,9.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,34.21,No,No,No,2.0,5.0,No,Male,60-64,White,No,Yes,Very good,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,27.98,,,,,,,Male,Age 55 to 59,,,,,,,,,Connecticut,30.0,30.0,Within past year (anytime less than 12 months ago),Yes,5.0,1 to 5,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.78,88.45,Yes,No,No,No,"Yes, received tetanus shot but not sure what type",No,Yes
-Yes,30.67,Yes,No,Yes,15.0,30.0,Yes,Female,65-69,White,No,No,Fair,6.0,No,No,Yes,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,25.63,No,No,No,2.0,20.0,No,Male,60-64,White,No,Yes,Very good,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,30.54,No,No,No,0.0,0.0,No,Male,75-79,White,Yes,Yes,Very good,6.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,22.82,,,,,,,Female,Age 65 to 69,,,,,,,,,Mississippi,1.0,0.0,Within past year (anytime less than 12 months ago),Yes,,"6 or more, but not all",No,No,No,No,No,No,No,No,No,No,No,No,,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"Black only, Non-Hispanic",1.85,78.47,Yes,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-,,,,,,,,Male,Age 40 to 44,,,,,,,,,Utah,0.0,0.0,Within past 2 years (1 year but less than 2 years ago),Yes,8.0,All,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,,,,,,,,,,,
-,33.66,,,,,,,Female,Age 60 to 64,,,,,,,,,Maryland,25.0,15.0,Within past year (anytime less than 12 months ago),Yes,7.0,1 to 5,No,No,No,Yes,No,No,No,No,No,"No, pre-diabetes or borderline diabetes",No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.6,86.18,Yes,No,No,No,"Yes, received tetanus shot but not sure what type",No,No
-,29.05,,,,,,,Female,Age 25 to 29,,,,,,,,,Michigan,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,10.0,None of them,No,No,No,Yes,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.68,81.65,No,,No,,,,
-,19.84,,,,,,,Female,Age 65 to 69,,,,,,,,,Wisconsin,0.0,0.0,Within past year (anytime less than 12 months ago),No,4.0,None of them,No,No,No,No,No,No,No,No,Yes,"Yes, but only during pregnancy (female)",No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.55,47.63,No,No,Yes,No,"Yes, received Tdap",No,No
-,28.89,,,,,,,Female,Age 60 to 64,,,,,,,,,Washington,0.0,5.0,Within past 2 years (1 year but less than 2 years ago),Yes,5.0,1 to 5,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,Former smoker,Not at all (right now),,"White only, Non-Hispanic",1.73,86.18,No,Yes,No,No,,No,No
-No,36.96,Yes,No,No,20.0,15.0,Yes,Female,45-49,White,Yes,Yes,Poor,6.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,34.87,,,,,,,Male,Age 65 to 69,,,,,,,,,Vermont,0.0,0.0,Within past year (anytime less than 12 months ago),No,7.0,1 to 5,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,Former smoker,Not at all (right now),No,"White only, Non-Hispanic",1.8,113.4,Yes,No,No,Yes,"Yes, received tetanus shot but not sure what type",No,No
-No,25.73,Yes,No,No,7.0,14.0,No,Male,35-39,White,No,Yes,Very good,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-Yes,37.51,Yes,No,No,30.0,0.0,Yes,Female,55-59,American Indian/Alaskan Native,Yes,No,Fair,6.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,27.62,,,,,,,Male,Age 65 to 69,,,,,,,,,Oklahoma,2.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,1 to 5,No,No,No,No,Yes,No,No,No,No,No,Yes,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.8,89.81,Yes,No,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,Yes
-,41.09,,,,,,,Male,Age 65 to 69,,,,,,,,,Minnesota,20.0,5.0,Within past year (anytime less than 12 months ago),No,8.0,None of them,No,No,No,No,Yes,No,Yes,Yes,Yes,Yes,No,No,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.88,145.15,No,Yes,Yes,No,"Yes, received tetanus shot but not sure what type",No,No
-No,35.31,Yes,No,No,0.0,0.0,No,Male,45-49,White,No,Yes,Excellent,6.0,No,No,Yes,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,36.61,No,No,No,0.0,0.0,No,Female,50-54,Black,No,Yes,Very good,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,22.31,,,,,,,Female,Age 18 to 24,,,,,,,,,Virginia,14.0,0.0,Within past 2 years (1 year but less than 2 years ago),Yes,8.0,None of them,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,Never smoked,Use them some days,No,Hispanic,1.63,58.97,Yes,No,No,No,"Yes, received tetanus shot but not sure what type",No,No
-,24.03,,,,,,,Female,Age 40 to 44,,,,,,,,,Vermont,0.0,0.0,Within past 5 years (2 years but less than 5 years ago),Yes,7.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Not at all (right now),No,"Other race only, Non-Hispanic",1.63,63.5,No,,Yes,No,"Yes, received tetanus shot but not sure what type",No,Tested positive using home test without a health professional
-,19.77,,,,,,,Female,Age 40 to 44,,,,,,,,,Hawaii,0.0,0.0,Within past 2 years (1 year but less than 2 years ago),No,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"Other race only, Non-Hispanic",1.73,58.97,No,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-,27.44,,,,,,,Female,Age 80 or older,,,,,,,,,Minnesota,0.0,30.0,Within past year (anytime less than 12 months ago),No,7.0,1 to 5,No,Yes,No,No,No,No,Yes,No,Yes,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.57,68.04,No,No,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
-,22.46,,,,,,,Female,Age 30 to 34,,,,,,,,,Nebraska,0.0,0.0,Within past 2 years (1 year but less than 2 years ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Current smoker - now smokes some days,Not at all (right now),No,"White only, Non-Hispanic",1.65,61.23,No,No,No,No,"Yes, received tetanus shot but not sure what type",No,No
-No,26.57,No,No,No,0.0,0.0,No,Female,45-49,Hispanic,No,No,Excellent,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,24.21,,,,,,,Female,Age 55 to 59,,,,,,,,,Vermont,10.0,0.0,Within past 5 years (2 years but less than 5 years ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.68,68.04,No,No,Yes,No,"Yes, received tetanus shot but not sure what type",No,No
-No,24.03,No,No,No,0.0,0.0,No,Female,40-44,Hispanic,No,Yes,Good,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,29.95,,,,,,,Male,Age 70 to 74,,,,,,,,,Virgin Islands,,20.0,Within past year (anytime less than 12 months ago),Yes,4.0,1 to 5,No,No,No,No,No,No,Yes,No,No,No,Yes,No,Yes,Yes,Yes,Yes,Never smoked,Never used e-cigarettes in my entire life,No,Hispanic,1.65,81.65,No,Yes,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-,,,,,,,,Female,Age 25 to 29,,,,,,,,,Washington,0.0,20.0,Within past 5 years (2 years but less than 5 years ago),Yes,7.0,None of them,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.75,,Yes,Yes,Yes,No,"Yes, received Tdap",No,No
-,23.54,,,,,,,Male,Age 18 to 24,,,,,,,,,Maryland,0.0,0.0,Within past 2 years (1 year but less than 2 years ago),Yes,8.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,Hispanic,1.7,68.04,No,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-No,27.5,Yes,Yes,No,0.0,0.0,No,Male,18-24,White,No,Yes,Excellent,5.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,27.44,,,,,,,Female,Age 60 to 64,,,,,,,,,New York,0.0,10.0,Within past year (anytime less than 12 months ago),Yes,7.0,1 to 5,No,No,No,No,No,No,Yes,No,No,No,No,No,Yes,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.57,68.04,Yes,No,Yes,No,"Yes, received tetanus shot but not sure what type",No,No
-,51.49,,,,,,,Female,Age 35 to 39,,,,,,,,,West Virginia,0.0,3.0,Within past year (anytime less than 12 months ago),No,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Yes,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.63,136.08,No,Yes,No,No,"Yes, received Tdap",No,No
-,36.32,,,,,,,Female,Age 70 to 74,,,,,,,,,Wisconsin,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,No,No,No,No,Yes,No,No,No,Yes,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.68,102.06,Yes,No,Yes,Yes,"Yes, received tetanus shot, but not Tdap",No,No
-,25.39,,,,,,,Female,Age 60 to 64,,,,,,,,,Ohio,20.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,No,No,No,No,No,Yes,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.52,58.97,No,,No,Yes,"Yes, received Tdap",No,Yes
-No,25.02,Yes,No,No,0.0,0.0,No,Male,35-39,White,No,No,Good,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,26.43,,,,,,,Female,Age 70 to 74,,,,,,,,,Puerto Rico,0.0,0.0,Within past year (anytime less than 12 months ago),No,6.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Yes,Never smoked,Never used e-cigarettes in my entire life,No,Hispanic,1.63,69.85,No,No,No,Yes,,No,Yes
-,27.12,,,,,,,Male,Age 75 to 79,,,,,,,,,Washington,2.0,0.0,Within past year (anytime less than 12 months ago),Yes,9.0,"6 or more, but not all",Yes,No,No,No,No,No,No,No,Yes,Yes,No,No,No,Yes,No,No,Former smoker,Not at all (right now),Yes,"White only, Non-Hispanic",1.83,90.72,No,Yes,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
-,,,,,,,,Female,Age 65 to 69,,,,,,,,,South Dakota,3.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,1 to 5,No,No,No,Yes,No,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,,1.65,,No,No,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-,24.8,,,,,,,Female,Age 40 to 44,,,,,,,,,Washington,2.0,0.0,Within past year (anytime less than 12 months ago),Yes,5.0,1 to 5,No,No,No,No,No,No,Yes,Yes,Yes,No,No,No,Yes,No,No,Yes,Former smoker,Not at all (right now),Yes,"White only, Non-Hispanic",1.6,63.5,No,Yes,No,No,"Yes, received tetanus shot but not sure what type",No,No
-No,21.46,No,No,No,0.0,3.0,No,Female,18-24,White,No,Yes,Good,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,29.53,,,,,,,Female,Age 50 to 54,,,,,,,,,North Dakota,14.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"Other race only, Non-Hispanic",1.75,90.72,No,Yes,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
-No,20.22,No,No,No,0.0,15.0,No,Male,25-29,White,No,Yes,Very good,7.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,28.06,,,,,,,Male,Age 60 to 64,,,,,,,,,Louisiana,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,1 to 5,No,No,Yes,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,,"White only, Non-Hispanic",1.75,86.18,Yes,No,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
-,30.0,,,,,,,Male,Age 80 or older,,,,,,,,,Minnesota,25.0,0.0,,No,12.0,None of them,,No,No,No,Yes,No,No,No,Yes,Yes,Yes,No,Yes,Yes,Yes,Yes,Never smoked,Never used e-cigarettes in my entire life,,"White only, Non-Hispanic",1.91,108.86,No,No,Yes,,"Yes, received Tdap",No,Yes
-,31.87,,,,,,,Male,Age 50 to 54,,,,,,,,,Minnesota,0.0,1.0,Within past 2 years (1 year but less than 2 years ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.83,106.59,Yes,Yes,No,No,"Yes, received tetanus shot but not sure what type",No,No
-No,28.17,Yes,No,No,0.0,0.0,No,Male,80 or older,White,No,Yes,Very good,9.0,No,No,Yes,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,37.31,No,No,No,0.0,0.0,No,Male,55-59,White,Yes,Yes,Very good,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,23.03,,,,,,,Female,Age 70 to 74,,,,,,,,,Ohio,0.0,10.0,Within past year (anytime less than 12 months ago),Yes,5.0,"6 or more, but not all",No,No,No,No,Yes,No,No,No,Yes,Yes,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.6,58.97,Yes,No,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,
-No,21.93,No,No,No,8.0,1.0,No,Female,60-64,White,No,Yes,Good,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,15.41,Yes,Yes,Yes,0.0,30.0,No,Male,18-24,Hispanic,Yes,Yes,Excellent,5.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,52.42,,,,,,,Female,Age 55 to 59,,,,,,,,,Puerto Rico,30.0,20.0,Within past 5 years (2 years but less than 5 years ago),Yes,6.0,1 to 5,No,No,No,No,No,No,Yes,No,Yes,No,No,Yes,Yes,Yes,Yes,Yes,Never smoked,Never used e-cigarettes in my entire life,No,Hispanic,1.65,142.88,No,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-No,28.48,No,No,No,0.0,9.0,No,Male,18-24,White,No,Yes,Good,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,23.49,No,No,No,0.0,0.0,No,Male,45-49,White,No,Yes,Good,7.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-Yes,35.94,No,No,No,0.0,0.0,No,Male,65-69,White,Yes,No,Good,7.0,Yes,No,Yes,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,24.8,No,No,No,4.0,0.0,Yes,Female,75-79,White,No,No,Poor,9.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,22.24,No,No,No,0.0,0.0,No,Female,65-69,White,No,Yes,Very good,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,45.73,,,,,,,Female,Age 30 to 34,,,,,,,,,California,0.0,3.0,Within past 5 years (2 years but less than 5 years ago),Yes,7.0,None of them,No,No,No,Yes,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Not at all (right now),No,"White only, Non-Hispanic",1.57,113.4,Yes,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-,35.71,,,,,,,Female,Age 40 to 44,,,,,,,,,Washington,7.0,28.0,Within past year (anytime less than 12 months ago),No,5.0,"6 or more, but not all",No,No,No,Yes,No,No,Yes,No,Yes,No,No,Yes,Yes,Yes,No,Yes,Current smoker - now smokes every day,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.55,85.73,No,Yes,No,No,"Yes, received Tdap",No,No
-,22.67,,,,,,,Female,Age 70 to 74,,,,,,,,,Washington,4.0,0.0,Within past year (anytime less than 12 months ago),Yes,12.0,None of them,No,No,No,No,No,Yes,Yes,Yes,Yes,No,No,No,No,Yes,No,No,,,,"White only, Non-Hispanic",1.6,58.06,,,,,,,
-,31.62,,,,,,,Female,Age 30 to 34,,,,,,,,,South Dakota,0.0,4.0,Within past 2 years (1 year but less than 2 years ago),Yes,6.0,None of them,No,No,No,Yes,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"Other race only, Non-Hispanic",1.65,86.18,Yes,No,No,No,"Yes, received Tdap",No,Yes
-,28.37,,,,,,,Male,Age 25 to 29,,,,,,,,,Kentucky,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.85,97.52,Yes,No,Yes,No,"Yes, received Tdap",No,No
-No,21.16,No,No,No,0.0,0.0,No,Female,50-54,White,No,Yes,Excellent,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,13.95,,,,,,,Male,Age 35 to 39,,,,,,,,,Maine,30.0,30.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,Yes,No,Yes,Current smoker - now smokes every day,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",2.13,63.5,Yes,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-No,21.03,Yes,No,Yes,7.0,0.0,No,Female,55-59,White,No,Yes,Very good,9.0,No,No,Yes,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,40.09,,,,,,,Male,Age 25 to 29,,,,,,,,,New York,,12.0,Within past year (anytime less than 12 months ago),Yes,6.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Current smoker - now smokes some days,Use them some days,Yes,"Other race only, Non-Hispanic",1.7,116.12,Yes,Yes,Yes,,"Yes, received Tdap",No,Yes
-,30.67,,,,,,,Female,Age 65 to 69,,,,,,,,,Georgia,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,10.0,1 to 5,No,No,No,No,No,No,No,No,No,"No, pre-diabetes or borderline diabetes",No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"Black only, Non-Hispanic",1.68,86.18,No,No,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
-,55.17,,,,,,,Female,Age 55 to 59,,,,,,,,,Mississippi,0.0,0.0,Within past year (anytime less than 12 months ago),No,8.0,1 to 5,No,No,No,No,No,No,No,No,Yes,Yes,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"Black only, Non-Hispanic",1.55,132.45,Yes,No,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-,26.63,,,,,,,Male,Age 30 to 34,,,,,,,,,Vermont,2.0,2.0,5 or more years ago,Yes,8.0,"6 or more, but not all",No,No,No,Yes,No,No,No,No,Yes,No,No,No,No,No,No,No,Current smoker - now smokes some days,Use them some days,No,"White only, Non-Hispanic",1.65,72.57,Yes,Yes,No,No,"Yes, received tetanus shot, but not Tdap",No,No
-,33.28,,,,,,,Male,Age 80 or older,,,,,,,,,Texas,0.0,0.0,Within past year (anytime less than 12 months ago),No,9.0,None of them,No,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,Never smoked,Not at all (right now),No,Hispanic,1.65,90.72,No,Yes,No,Yes,"Yes, received Tdap",No,No
-,32.89,,,,,,,Female,Age 65 to 69,,,,,,,,,Utah,3.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,"6 or more, but not all",No,No,No,No,Yes,No,No,No,No,Yes,No,No,No,No,No,No,Never smoked,,,"White only, Non-Hispanic",1.7,95.25,,,,,,,
-No,39.68,No,No,No,0.0,0.0,No,Female,55-59,Other,No,Yes,Good,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,33.47,No,No,No,0.0,0.0,No,Male,55-59,White,No,Yes,Good,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,23.91,,,,,,,Female,Age 65 to 69,,,,,,,,,Washington,30.0,15.0,Within past year (anytime less than 12 months ago),No,8.0,All,No,Yes,Yes,Yes,No,Yes,Yes,Yes,Yes,No,No,No,Yes,Yes,Yes,Yes,Former smoker,Use them every day,Yes,"White only, Non-Hispanic",1.6,61.23,No,Yes,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
-,22.81,,,,,,,Male,Age 18 to 24,,,,,,,,,Kansas,0.0,28.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Current smoker - now smokes every day,Not at all (right now),Yes,"White only, Non-Hispanic",1.73,68.04,Yes,No,No,Yes,"Yes, received Tdap",No,Yes
-No,28.19,No,No,No,3.0,4.0,No,Female,55-59,White,No,Yes,Very good,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,29.29,,,,,,,Female,Age 70 to 74,,,,,,,,,Ohio,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,Yes,No,No,No,No,No,No,No,No,Yes,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.52,68.04,Yes,Yes,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-,17.36,,,,,,,Male,Age 18 to 24,,,,,,,,,Illinois,7.0,2.0,Within past 2 years (1 year but less than 2 years ago),Yes,5.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,Yes,No,No,No,Never smoked,Not at all (right now),No,"White only, Non-Hispanic",1.6,44.45,Yes,Yes,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-Yes,32.55,Yes,No,Yes,30.0,15.0,Yes,Male,70-74,White,No,No,Poor,6.0,No,Yes,Yes,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+HeartDisease,BMI,Smoking,AlcoholDrinking,Stroke,PhysicalHealth,MentalHealth,DiffWalking,Sex,AgeCategory,Race,Diabetic,PhysicalActivity,SleepTime,Asthma,KidneyDisease,SkinCancer,State,PhysicalHealthDays,MentalHealthDays,LastCheckupTime,PhysicalActivities,SleepHours,RemovedTeeth,HadHeartAttack,HadAngina,HadStroke,HadAsthma,HadSkinCancer,HadCOPD,HadDepressiveDisorder,HadKidneyDisease,HadArthritis,HadDiabetes,DeafOrHardOfHearing,BlindOrVisionDifficulty,DifficultyConcentrating,DifficultyWalking,DifficultyDressingBathing,DifficultyErrands,SmokerStatus,ECigaretteUsage,ChestScan,RaceEthnicityCategory,HeightInMeters,WeightInKilograms,AlcoholDrinkers,HIVTesting,FluVaxLast12,PneumoVaxEver,TetanusLast10Tdap,HighRiskLastYear,CovidPos
+,39.86,,,,,,,Female,Age 60 to 64,,,,,,,,Tennessee,30.0,30.0,Within past 2 years (1 year but less than 2 years ago),No,8.0,1 to 5,Yes,Yes,No,No,No,Yes,Yes,No,Yes,Yes,No,No,Yes,Yes,No,Yes,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.6,102.06,No,Yes,No,Yes,"Yes, received tetanus shot but not sure what type",No,Yes
+,37.5,,,,,,,Male,Age 65 to 69,,,,,,,,Ohio,0.0,30.0,5 or more years ago,No,5.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.91,136.08,No,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
+,21.93,,,,,,,Female,Age 35 to 39,,,,,,,,Maine,0.0,15.0,Within past 2 years (1 year but less than 2 years ago),Yes,6.0,None of them,No,No,No,No,Yes,No,Yes,No,No,No,No,No,Yes,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.7,63.5,No,No,No,No,"Yes, received Tdap",No,Yes
+,35.43,,,,,,,Female,Age 55 to 59,,,,,,,,Texas,30.0,7.0,Within past 2 years (1 year but less than 2 years ago),No,8.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,Yes,No,Yes,Never smoked,Never used e-cigarettes in my entire life,No,Hispanic,1.6,90.72,No,No,No,No,,No,No
+,30.99,,,,,,,Male,Age 70 to 74,,,,,,,,Ohio,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,1 to 5,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Not at all (right now),Yes,"White only, Non-Hispanic",1.78,97.98,No,No,Yes,Yes,,No,No
+No,25.1,No,No,No,2.0,0.0,No,Female,35-39,White,No,Yes,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,26.63,,,,,,,Female,Age 50 to 54,,,,,,,,Illinois,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,5.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.65,72.57,No,No,Yes,No,"Yes, received Tdap",No,No
+,28.13,,,,,,,Male,Age 60 to 64,,,,,,,,Puerto Rico,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,9.0,"6 or more, but not all",No,No,No,No,No,No,No,No,No,Yes,Yes,Yes,No,No,No,No,Former smoker,Not at all (right now),No,Hispanic,1.73,83.91,No,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+,33.01,,,,,,,Female,Age 65 to 69,,,,,,,,South Carolina,0.0,5.0,Within past year (anytime less than 12 months ago),Yes,6.0,1 to 5,No,Yes,No,Yes,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"Black only, Non-Hispanic",1.52,76.66,No,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
+,25.79,,,,,,,Female,Age 55 to 59,,,,,,,,Nevada,0.0,2.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Current smoker - now smokes some days,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.65,70.31,Yes,No,No,,"Yes, received Tdap",No,No
+,32.98,,,,,,,Male,Age 45 to 49,,,,,,,,North Dakota,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Not at all (right now),No,"White only, Non-Hispanic",1.85,113.4,Yes,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+,28.32,,,,,,,Female,Age 70 to 74,,,,,,,,Washington,15.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,1 to 5,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Not at all (right now),No,"White only, Non-Hispanic",1.52,65.77,No,No,No,No,"Yes, received tetanus shot, but not Tdap",No,No
+,21.14,,,,,,,Female,Age 80 or older,,,,,,,,Alabama,,,Within past year (anytime less than 12 months ago),No,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,Yes,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,,"White only, Non-Hispanic",1.7,61.23,No,,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
+No,40.89,Yes,No,No,10.0,30.0,Yes,Male,50-54,Black,Yes,No,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+Yes,29.23,No,No,Yes,20.0,20.0,No,Male,75-79,American Indian/Alaskan Native,No,Yes,8.0,No,Yes,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,38.62,,,,,,,Female,Age 30 to 34,,,,,,,,West Virginia,3.0,15.0,Within past year (anytime less than 12 months ago),Yes,6.0,1 to 5,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,Former smoker,Use them every day,No,"White only, Non-Hispanic",1.63,102.06,Yes,Yes,Yes,No,"Yes, received tetanus shot, but not Tdap",Yes,Yes
+,27.44,,,,,,,Female,Age 60 to 64,,,,,,,,Wyoming,0.0,2.0,5 or more years ago,Yes,4.0,None of them,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.68,77.11,Yes,No,No,No,"Yes, received tetanus shot but not sure what type",No,No
+,32.88,,,,,,,Female,Age 75 to 79,,,,,,,,Montana,5.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,Yes,No,No,No,Yes,No,No,No,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.55,78.93,Yes,No,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
+,28.75,,,,,,,Male,Age 40 to 44,,,,,,,,Nebraska,4.0,30.0,Within past year (anytime less than 12 months ago),No,8.0,1 to 5,No,No,No,No,No,No,Yes,No,No,No,No,No,Yes,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.91,104.33,Yes,Yes,No,No,"No, did not receive any tetanus shot in the past 10 years",Yes,No
+,36.92,,,,,,,Female,Age 50 to 54,,,,,,,,Nebraska,14.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,1 to 5,No,No,No,Yes,No,No,No,No,No,Yes,No,Yes,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"Other race only, Non-Hispanic",1.75,113.4,No,Yes,No,Yes,"Yes, received tetanus shot but not sure what type",No,Yes
+,,,,,,,,Male,Age 50 to 54,,,,,,,,Texas,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,Yes,No,No,No,No,Yes,No,,,,,,,,,,"White only, Non-Hispanic",,,,,,,,,
+No,29.13,Yes,No,No,0.0,0.0,No,Male,60-64,White,No,Yes,9.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,27.44,,,,,,,Female,Age 75 to 79,,,,,,,,Maine,6.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,Yes,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.57,68.04,Yes,No,No,No,"Yes, received tetanus shot, but not Tdap",No,No
+No,38.26,Yes,No,No,0.0,0.0,No,Male,45-49,White,No,Yes,5.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,46.99,,,,,,,Male,Age 60 to 64,,,,,,,,Washington,3.0,0.0,Within past year (anytime less than 12 months ago),No,5.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,Yes,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.7,136.08,No,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+,21.41,,,,,,,Male,Age 80 or older,,,,,,,,Alaska,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,Yes,Yes,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.75,65.77,No,No,Yes,Yes,"Yes, received tetanus shot, but not Tdap",No,Yes
+,21.48,,,,,,,Female,Age 65 to 69,,,,,,,,Hawaii,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,,,,,,,,,"Other race only, Non-Hispanic",1.52,49.9,,,,,,,
+,31.46,,,,,,,Male,Age 40 to 44,,,,,,,,Indiana,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Not at all (right now),Yes,Hispanic,1.74,95.25,Yes,Yes,No,Yes,"Yes, received Tdap",No,No
+,31.32,,,,,,,Male,Age 60 to 64,,,,,,,,New Mexico,0.0,8.0,Within past year (anytime less than 12 months ago),Yes,7.0,1 to 5,No,No,No,No,No,No,Yes,No,Yes,No,No,No,No,No,No,No,Never smoked,Not at all (right now),No,Hispanic,1.7,90.72,Yes,No,Yes,No,"Yes, received Tdap",No,No
+,27.32,,,,,,,Female,Age 35 to 39,,,,,,,,Colorado,4.0,9.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,Yes,No,Yes,No,No,No,Yes,No,No,No,Current smoker - now smokes every day,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.75,83.91,No,Yes,Yes,No,"Yes, received Tdap",No,Yes
+,48.82,,,,,,,Female,Age 55 to 59,,,,,,,,Arizona,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,Yes,No,No,No,No,Yes,No,No,No,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"Black only, Non-Hispanic",1.52,113.4,No,Yes,Yes,Yes,"Yes, received Tdap",No,No
+,32.28,,,,,,,Female,Age 70 to 74,,,,,,,,Nebraska,0.0,7.0,Within past year (anytime less than 12 months ago),Yes,6.0,"6 or more, but not all",No,No,No,No,No,No,Yes,No,Yes,No,Yes,No,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.68,90.72,Yes,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+,27.96,,,,,,,Female,Age 30 to 34,,,,,,,,Louisiana,5.0,30.0,Within past year (anytime less than 12 months ago),Yes,9.0,None of them,No,No,No,No,No,Yes,Yes,No,Yes,No,No,No,Yes,No,No,No,Former smoker,Not at all (right now),Yes,"Multiracial, Non-Hispanic",1.55,67.13,Yes,,No,No,"Yes, received Tdap",No,Yes
+,27.44,,,,,,,Female,Age 65 to 69,,,,,,,,Minnesota,30.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,Yes,No,Yes,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.57,68.04,Yes,No,Yes,Yes,"Yes, received Tdap",No,No
+No,26.63,Yes,No,No,3.0,2.0,No,Male,65-69,White,No,Yes,7.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,33.45,Yes,No,No,0.0,0.0,No,Male,50-54,White,Yes,Yes,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,23.49,No,Yes,No,0.0,5.0,No,Female,35-39,White,No,Yes,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,26.54,,,,,,,Male,Age 60 to 64,,,,,,,,Idaho,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.78,83.91,No,No,Yes,Yes,"Yes, received Tdap",No,No
+No,24.33,No,No,No,0.0,0.0,No,Male,30-34,Hispanic,No,Yes,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,32.12,Yes,No,No,0.0,0.0,No,Female,60-64,White,No,Yes,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+Yes,28.34,No,No,No,0.0,15.0,Yes,Female,80 or older,White,No,No,8.0,Yes,No,Yes,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,21.3,,,,,,,Female,Age 35 to 39,,,,,,,,Washington,0.0,4.0,Within past year (anytime less than 12 months ago),Yes,7.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"Other race only, Non-Hispanic",1.65,58.06,Yes,No,Yes,No,"Yes, received tetanus shot, but not Tdap",No,No
+,27.88,,,,,,,Male,Age 35 to 39,,,,,,,,Minnesota,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.7,80.74,No,No,No,No,"Yes, received tetanus shot but not sure what type",No,No
+,29.5,,,,,,,Male,Age 70 to 74,,,,,,,,West Virginia,5.0,0.0,Within past year (anytime less than 12 months ago),No,6.0,All,Yes,Yes,No,No,No,No,No,No,No,Yes,No,No,No,Yes,Yes,No,Current smoker - now smokes some days,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.73,88.0,No,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
+,31.01,,,,,,,Female,Age 50 to 54,,,,,,,,Maryland,0.0,5.0,Within past 5 years (2 years but less than 5 years ago),Yes,6.0,1 to 5,No,No,,No,No,No,No,No,Yes,Yes,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,,1.75,95.25,No,Yes,No,No,"Yes, received tetanus shot but not sure what type",No,Yes
+,20.37,,,,,,,Female,Age 75 to 79,,,,,,,,Wisconsin,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.6,52.16,No,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,Yes
+,,,,,,,,Female,Age 40 to 44,,,,,,,,Texas,0.0,0.0,Within past 2 years (1 year but less than 2 years ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,No,"Yes, but only during pregnancy (female)",No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,Hispanic,,63.5,No,No,No,Yes,"Yes, received Tdap",No,No
+No,26.78,No,No,No,0.0,0.0,No,Male,70-74,Hispanic,No,No,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,26.54,,,,,,,Male,Age 40 to 44,,,,,,,,Ohio,2.0,10.0,Within past year (anytime less than 12 months ago),Yes,6.0,1 to 5,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,Former smoker,Use them some days,No,"White only, Non-Hispanic",1.78,83.91,Yes,Yes,Yes,No,"Yes, received Tdap",No,No
+,30.11,,,,,,,Female,Age 55 to 59,,,,,,,,Maine,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,Yes,"No, pre-diabetes or borderline diabetes",No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.6,77.11,No,Yes,No,No,"Yes, received Tdap",No,No
+,26.63,,,,,,,Male,Age 75 to 79,,,,,,,,Louisiana,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,9.0,None of them,No,No,No,No,No,No,Yes,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.68,74.84,Yes,No,Yes,,,No,No
+No,34.2,No,No,No,1.0,0.0,No,Female,80 or older,Black,Yes,No,5.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,30.7,,,,,,,Female,Age 18 to 24,,,,,,,,Washington,3.0,20.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,Yes,Yes,No,No,No,No,No,No,No,No,Never smoked,Not at all (right now),Yes,"White only, Non-Hispanic",1.7,88.9,Yes,No,No,,"Yes, received Tdap",No,Yes
+No,26.52,No,No,No,0.0,0.0,No,Female,60-64,White,No,Yes,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,30.17,No,No,No,0.0,0.0,No,Male,45-49,White,No,Yes,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,41.05,,,,,,,Female,Age 75 to 79,,,,,,,,Nebraska,15.0,1.0,Within past year (anytime less than 12 months ago),No,9.0,"6 or more, but not all",No,Yes,No,No,No,Yes,No,No,Yes,Yes,Yes,Yes,No,Yes,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.73,122.47,No,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,Yes
+,21.41,,,,,,,Female,Age 60 to 64,,,,,,,,Massachusetts,2.0,2.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.75,65.77,No,No,Yes,No,"Yes, received Tdap",No,No
+,24.94,,,,,,,Female,Age 70 to 74,,,,,,,,Michigan,0.0,6.0,Within past 2 years (1 year but less than 2 years ago),Yes,7.0,None of them,No,No,No,Yes,No,No,Yes,No,Yes,No,Yes,,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.73,74.39,Yes,Yes,Yes,Yes,"Yes, received Tdap",No,No
+,31.0,,,,,,,Male,Age 45 to 49,,,,,,,,Connecticut,0.0,2.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.85,106.59,Yes,No,No,No,"Yes, received tetanus shot but not sure what type",No,Yes
+No,22.31,No,No,No,0.0,0.0,No,Female,60-64,Black,"No, borderline diabetes",Yes,5.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,27.44,,,,,,,Male,Age 25 to 29,,,,,,,,Connecticut,0.0,0.0,Within past 2 years (1 year but less than 2 years ago),No,5.0,None of them,No,No,No,Yes,No,No,Yes,No,No,No,No,No,No,No,No,No,Never smoked,Not at all (right now),,"White only, Non-Hispanic",1.68,77.11,Yes,No,No,,"No, did not receive any tetanus shot in the past 10 years",No,Yes
+,24.21,,,,,,,Female,Age 30 to 34,,,,,,,,New Jersey,3.0,30.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,Hispanic,1.68,68.04,Yes,Yes,Yes,No,"Yes, received Tdap",No,Yes
+,39.11,,,,,,,Female,Age 40 to 44,,,,,,,,Tennessee,0.0,2.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Current smoker - now smokes every day,Not at all (right now),No,Hispanic,1.65,106.59,Yes,Yes,No,No,"Yes, received tetanus shot, but not Tdap",No,Yes
+No,30.41,No,No,No,15.0,30.0,No,Male,65-69,Black,No,Yes,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,32.22,,,,,,,Female,Age 70 to 74,,,,,,,,Texas,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,All,No,No,No,No,No,Yes,No,Yes,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.52,74.84,No,No,No,Yes,"Yes, received Tdap",No,No
+,40.42,,,,,,,Female,Age 60 to 64,,,,,,,,Montana,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,Yes,No,No,No,No,No,No,Yes,No,Yes,No,No,No,No,No,No,Current smoker - now smokes some days,Never used e-cigarettes in my entire life,Yes,"Other race only, Non-Hispanic",1.57,100.24,No,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
+,39.46,,,,,,,Male,Age 60 to 64,,,,,,,,Mississippi,0.0,30.0,Within past 2 years (1 year but less than 2 years ago),Yes,5.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.78,124.74,No,No,No,No,"Yes, received tetanus shot but not sure what type",No,No
+,21.46,,,,,,,Female,Age 70 to 74,,,,,,,,Vermont,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.63,56.7,Yes,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
+No,31.17,Yes,No,No,1.0,3.0,No,Male,35-39,White,No,Yes,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,26.54,No,No,No,0.0,0.0,No,Male,75-79,White,Yes,Yes,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,21.18,No,No,No,0.0,2.0,No,Male,18-24,White,No,Yes,8.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,,,,,,,,Female,,,,,,,,,Connecticut,7.0,2.0,Within past year (anytime less than 12 months ago),Yes,6.0,1 to 5,No,No,No,Yes,No,Yes,No,No,Yes,Yes,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,,,,,,,,,,,
+,22.67,,,,,,,Female,Age 70 to 74,,,,,,,,California,5.0,0.0,Within past year (anytime less than 12 months ago),No,8.0,1 to 5,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.6,58.06,Yes,No,Yes,Yes,"Yes, received Tdap",No,No
+No,31.46,Yes,No,No,0.0,0.0,No,Male,45-49,White,No,Yes,6.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,30.13,Yes,No,Yes,20.0,5.0,Yes,Male,55-59,Black,Yes,No,3.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,,,,,,,,Male,,,,,,,,,Vermont,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,Yes,No,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,,"White only, Non-Hispanic",,,No,,,Yes,"Yes, received tetanus shot but not sure what type",No,No
+No,34.3,Yes,No,No,3.0,0.0,No,Male,45-49,Hispanic,No,Yes,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,30.13,,,,,,,Male,Age 55 to 59,,,,,,,,Maryland,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,,,,,,,,"Black only, Non-Hispanic",1.78,95.25,,,,,,,
+,27.37,,,,,,,Male,Age 55 to 59,,,,,,,,Ohio,0.0,0.0,Within past 2 years (1 year but less than 2 years ago),No,6.0,None of them,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.73,81.65,Yes,No,Yes,Yes,"Yes, received tetanus shot, but not Tdap",No,No
+No,23.75,No,No,No,0.0,0.0,No,Male,60-64,White,No,Yes,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,20.34,,,,,,,Male,Age 70 to 74,,,,,,,,Texas,,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,Yes,Yes,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.83,68.04,Yes,Yes,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
+,,,,,,,,Female,Age 60 to 64,,,,,,,,Arkansas,0.0,2.0,Within past 2 years (1 year but less than 2 years ago),No,7.0,1 to 5,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Current smoker - now smokes every day,Use them every day,Yes,"White only, Non-Hispanic",1.7,,No,No,Yes,Yes,"Yes, received Tdap",No,No
+,37.59,,,,,,,Female,Age 30 to 34,,,,,,,,Minnesota,5.0,5.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Not at all (right now),No,"Other race only, Non-Hispanic",1.7,108.86,Yes,Yes,Yes,,"Yes, received tetanus shot but not sure what type",No,Yes
+,23.65,,,,,,,Male,Age 75 to 79,,,,,,,,Wisconsin,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,1 to 5,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.7,68.49,Yes,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,Yes
+No,22.71,No,No,No,0.0,0.0,No,Male,75-79,White,No,Yes,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,33.45,,,,,,,Male,Age 45 to 49,,,,,,,,Massachusetts,0.0,,Within past 2 years (1 year but less than 2 years ago),Yes,7.0,1 to 5,No,No,No,Yes,No,No,Yes,No,Yes,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.73,99.79,Yes,Yes,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+No,27.26,No,No,No,0.0,0.0,No,Male,50-54,White,No,Yes,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,25.84,,,,,,,Male,Age 50 to 54,,,,,,,,Maryland,0.0,1.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"Other race only, Non-Hispanic",1.7,74.84,Yes,No,Yes,No,,No,No
+,30.34,,,,,,,Male,Age 40 to 44,,,,,,,,Maryland,2.0,0.0,Within past year (anytime less than 12 months ago),Yes,4.0,1 to 5,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Current smoker - now smokes some days,Use them every day,Yes,"White only, Non-Hispanic",1.85,104.33,No,Yes,No,No,"Yes, received tetanus shot but not sure what type",No,No
+,24.39,,,,,,,Male,Age 70 to 74,,,,,,,,Virginia,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.78,77.11,Yes,No,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
+,,,,,,,,Female,Age 50 to 54,,,,,,,,Connecticut,0.0,0.0,Within past year (anytime less than 12 months ago),No,8.0,None of them,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Current smoker - now smokes every day,Not at all (right now),Yes,"White only, Non-Hispanic",1.57,,No,,Yes,Yes,,No,Yes
+,16.27,,,,,,,Male,Age 50 to 54,,,,,,,,Georgia,30.0,20.0,Within past year (anytime less than 12 months ago),No,5.0,1 to 5,No,No,Yes,Yes,No,Yes,Yes,No,No,No,No,Yes,Yes,Yes,Yes,Yes,Former smoker,Not at all (right now),Yes,"White only, Non-Hispanic",1.83,54.43,No,Yes,No,Yes,"Yes, received tetanus shot but not sure what type",No,No
+,34.97,,,,,,,Male,Age 18 to 24,,,,,,,,Indiana,0.0,0.0,Within past 5 years (2 years but less than 5 years ago),Yes,6.0,None of them,No,No,No,Yes,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Not at all (right now),Yes,"White only, Non-Hispanic",1.73,104.33,Yes,No,No,No,"Yes, received tetanus shot but not sure what type",No,No
+,26.52,,,,,,,Male,Age 65 to 69,,,,,,,,Indiana,24.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,1 to 5,No,No,No,No,No,No,No,No,No,No,Yes,No,Yes,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.57,65.77,Yes,Yes,No,No,"Yes, received tetanus shot but not sure what type",No,No
+,23.24,,,,,,,Female,Age 75 to 79,,,,,,,,New York,30.0,0.0,Within past year (anytime less than 12 months ago),No,5.0,None of them,No,No,No,No,No,Yes,No,No,No,Yes,No,No,No,Yes,No,No,Current smoker - now smokes every day,Not at all (right now),Yes,"White only, Non-Hispanic",1.68,65.32,No,No,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
+No,29.84,Yes,No,No,0.0,0.0,Yes,Male,80 or older,White,Yes,No,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,34.21,Yes,No,No,0.0,0.0,No,Female,40-44,White,No,Yes,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,23.42,,,,,,,Female,Age 45 to 49,,,,,,,,Massachusetts,0.0,2.0,Within past 2 years (1 year but less than 2 years ago),Yes,9.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.73,69.85,Yes,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+,23.78,,,,,,,Female,Age 25 to 29,,,,,,,,Missouri,10.0,0.0,Within past 2 years (1 year but less than 2 years ago),Yes,6.0,1 to 5,No,No,No,No,No,No,No,No,No,"Yes, but only during pregnancy (female)",No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.57,58.97,Yes,Yes,No,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
+,24.89,,,,,,,Female,Age 70 to 74,,,,,,,,Maine,1.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.63,65.77,Yes,Yes,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
+,28.76,,,,,,,Male,Age 30 to 34,,,,,,,,Alaska,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,Yes,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.85,98.88,Yes,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+No,22.89,No,No,No,0.0,0.0,No,Male,45-49,White,No,Yes,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,35.95,,,,,,,Male,Age 35 to 39,,,,,,,,California,0.0,0.0,Within past 5 years (2 years but less than 5 years ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,Hispanic,1.88,127.01,Yes,Yes,No,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
+,28.48,,,,,,,Male,Age 18 to 24,,,,,,,,Florida,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,5.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Not at all (right now),No,"White only, Non-Hispanic",1.83,95.25,Yes,Yes,No,No,"Yes, received tetanus shot, but not Tdap",Yes,No
+,31.89,,,,,,,Male,Age 60 to 64,,,,,,,,Texas,4.0,0.0,Within past year (anytime less than 12 months ago),Yes,9.0,None of them,No,No,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,Never smoked,Not at all (right now),No,"White only, Non-Hispanic",1.6,81.65,No,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+,44.93,,,,,,,Female,Age 75 to 79,,,,,,,,Michigan,2.0,0.0,Within past year (anytime less than 12 months ago),No,6.0,1 to 5,No,No,No,No,No,No,Yes,No,Yes,No,No,No,No,Yes,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.65,122.47,No,Yes,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
+,48.47,,,,,,,Female,Age 50 to 54,,,,,,,,Indiana,30.0,10.0,Within past year (anytime less than 12 months ago),No,10.0,"6 or more, but not all",No,No,No,No,No,No,No,No,Yes,Yes,No,No,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.57,120.2,No,Yes,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
+,19.97,,,,,,,Female,Age 40 to 44,,,,,,,,New Hampshire,10.0,3.0,Within past year (anytime less than 12 months ago),Yes,7.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.65,54.43,Yes,No,Yes,No,"Yes, received tetanus shot, but not Tdap",No,Tested positive using home test without a health professional
+,36.26,,,,,,,Male,Age 65 to 69,,,,,,,,Minnesota,4.0,3.0,Within past year (anytime less than 12 months ago),No,7.0,1 to 5,No,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.8,117.93,Yes,No,No,Yes,"Yes, received tetanus shot, but not Tdap",No,No
+No,50.0,Yes,No,No,30.0,0.0,Yes,Male,50-54,White,No,No,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,24.27,No,No,No,3.0,0.0,No,Male,80 or older,White,No,Yes,9.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,29.84,,,,,,,Male,Age 25 to 29,,,,,,,,Maine,4.0,3.0,Within past 5 years (2 years but less than 5 years ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.83,99.79,Yes,No,Yes,No,"Yes, received tetanus shot but not sure what type",No,Yes
+No,25.85,No,No,No,0.0,5.0,No,Female,18-24,White,No,Yes,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,23.75,,,,,,,Male,Age 30 to 34,,,,,,,,Colorado,30.0,30.0,Within past 5 years (2 years but less than 5 years ago),Yes,6.0,1 to 5,No,No,No,Yes,No,No,Yes,No,No,"No, pre-diabetes or borderline diabetes",No,No,,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.91,86.18,No,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+No,20.34,Yes,No,Yes,0.0,0.0,No,Male,60-64,White,No,Yes,6.0,No,No,Yes,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,36.05,No,No,No,3.0,0.0,No,Female,80 or older,White,No,Yes,9.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,25.82,,,,,,,Male,Age 30 to 34,,,,,,,,Texas,0.0,0.0,Within past 5 years (2 years but less than 5 years ago),Yes,5.0,None of them,No,No,No,No,No,Yes,No,No,No,No,Yes,No,No,No,No,No,Never smoked,Not at all (right now),No,"White only, Non-Hispanic",1.68,72.57,Yes,No,No,No,"Yes, received tetanus shot, but not Tdap",Yes,Yes
+,30.85,,,,,,,Male,Age 65 to 69,,,,,,,,New Jersey,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,1 to 5,No,No,No,No,Yes,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.78,97.52,Yes,No,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+,19.05,,,,,,,Female,Age 75 to 79,,,,,,,,Connecticut,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,"6 or more, but not all",No,No,No,Yes,No,No,No,No,Yes,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.63,50.35,Yes,No,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
+,25.34,,,,,,,Female,Age 70 to 74,,,,,,,,South Carolina,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,Yes,No,Yes,No,No,Yes,Yes,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.68,71.21,Yes,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
+Yes,22.96,No,No,No,0.0,0.0,No,Male,75-79,White,No,Yes,9.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,34.21,No,No,No,2.0,5.0,No,Male,60-64,White,No,Yes,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,27.98,,,,,,,Male,Age 55 to 59,,,,,,,,Connecticut,30.0,30.0,Within past year (anytime less than 12 months ago),Yes,5.0,1 to 5,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.78,88.45,Yes,No,No,No,"Yes, received tetanus shot but not sure what type",No,Yes
+Yes,30.67,Yes,No,Yes,15.0,30.0,Yes,Female,65-69,White,No,No,6.0,No,No,Yes,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,25.63,No,No,No,2.0,20.0,No,Male,60-64,White,No,Yes,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,30.54,No,No,No,0.0,0.0,No,Male,75-79,White,Yes,Yes,6.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,22.82,,,,,,,Female,Age 65 to 69,,,,,,,,Mississippi,1.0,0.0,Within past year (anytime less than 12 months ago),Yes,,"6 or more, but not all",No,No,No,No,No,No,No,No,No,No,No,No,,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"Black only, Non-Hispanic",1.85,78.47,Yes,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+,,,,,,,,Male,Age 40 to 44,,,,,,,,Utah,0.0,0.0,Within past 2 years (1 year but less than 2 years ago),Yes,8.0,All,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,,,,,,,,,,,
+,33.66,,,,,,,Female,Age 60 to 64,,,,,,,,Maryland,25.0,15.0,Within past year (anytime less than 12 months ago),Yes,7.0,1 to 5,No,No,No,Yes,No,No,No,No,No,"No, pre-diabetes or borderline diabetes",No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.6,86.18,Yes,No,No,No,"Yes, received tetanus shot but not sure what type",No,No
+,29.05,,,,,,,Female,Age 25 to 29,,,,,,,,Michigan,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,10.0,None of them,No,No,No,Yes,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.68,81.65,No,,No,,,,
+,19.84,,,,,,,Female,Age 65 to 69,,,,,,,,Wisconsin,0.0,0.0,Within past year (anytime less than 12 months ago),No,4.0,None of them,No,No,No,No,No,No,No,No,Yes,"Yes, but only during pregnancy (female)",No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.55,47.63,No,No,Yes,No,"Yes, received Tdap",No,No
+,28.89,,,,,,,Female,Age 60 to 64,,,,,,,,Washington,0.0,5.0,Within past 2 years (1 year but less than 2 years ago),Yes,5.0,1 to 5,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,Former smoker,Not at all (right now),,"White only, Non-Hispanic",1.73,86.18,No,Yes,No,No,,No,No
+No,36.96,Yes,No,No,20.0,15.0,Yes,Female,45-49,White,Yes,Yes,6.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,34.87,,,,,,,Male,Age 65 to 69,,,,,,,,Vermont,0.0,0.0,Within past year (anytime less than 12 months ago),No,7.0,1 to 5,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,Former smoker,Not at all (right now),No,"White only, Non-Hispanic",1.8,113.4,Yes,No,No,Yes,"Yes, received tetanus shot but not sure what type",No,No
+No,25.73,Yes,No,No,7.0,14.0,No,Male,35-39,White,No,Yes,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+Yes,37.51,Yes,No,No,30.0,0.0,Yes,Female,55-59,American Indian/Alaskan Native,Yes,No,6.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,27.62,,,,,,,Male,Age 65 to 69,,,,,,,,Oklahoma,2.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,1 to 5,No,No,No,No,Yes,No,No,No,No,No,Yes,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.8,89.81,Yes,No,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,Yes
+,41.09,,,,,,,Male,Age 65 to 69,,,,,,,,Minnesota,20.0,5.0,Within past year (anytime less than 12 months ago),No,8.0,None of them,No,No,No,No,Yes,No,Yes,Yes,Yes,Yes,No,No,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.88,145.15,No,Yes,Yes,No,"Yes, received tetanus shot but not sure what type",No,No
+No,35.31,Yes,No,No,0.0,0.0,No,Male,45-49,White,No,Yes,6.0,No,No,Yes,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,36.61,No,No,No,0.0,0.0,No,Female,50-54,Black,No,Yes,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,22.31,,,,,,,Female,Age 18 to 24,,,,,,,,Virginia,14.0,0.0,Within past 2 years (1 year but less than 2 years ago),Yes,8.0,None of them,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,Never smoked,Use them some days,No,Hispanic,1.63,58.97,Yes,No,No,No,"Yes, received tetanus shot but not sure what type",No,No
+,24.03,,,,,,,Female,Age 40 to 44,,,,,,,,Vermont,0.0,0.0,Within past 5 years (2 years but less than 5 years ago),Yes,7.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Not at all (right now),No,"Other race only, Non-Hispanic",1.63,63.5,No,,Yes,No,"Yes, received tetanus shot but not sure what type",No,Tested positive using home test without a health professional
+,19.77,,,,,,,Female,Age 40 to 44,,,,,,,,Hawaii,0.0,0.0,Within past 2 years (1 year but less than 2 years ago),No,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"Other race only, Non-Hispanic",1.73,58.97,No,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+,27.44,,,,,,,Female,Age 80 or older,,,,,,,,Minnesota,0.0,30.0,Within past year (anytime less than 12 months ago),No,7.0,1 to 5,No,Yes,No,No,No,No,Yes,No,Yes,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.57,68.04,No,No,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
+,22.46,,,,,,,Female,Age 30 to 34,,,,,,,,Nebraska,0.0,0.0,Within past 2 years (1 year but less than 2 years ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Current smoker - now smokes some days,Not at all (right now),No,"White only, Non-Hispanic",1.65,61.23,No,No,No,No,"Yes, received tetanus shot but not sure what type",No,No
+No,26.57,No,No,No,0.0,0.0,No,Female,45-49,Hispanic,No,No,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,24.21,,,,,,,Female,Age 55 to 59,,,,,,,,Vermont,10.0,0.0,Within past 5 years (2 years but less than 5 years ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.68,68.04,No,No,Yes,No,"Yes, received tetanus shot but not sure what type",No,No
+No,24.03,No,No,No,0.0,0.0,No,Female,40-44,Hispanic,No,Yes,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,29.95,,,,,,,Male,Age 70 to 74,,,,,,,,Virgin Islands,,20.0,Within past year (anytime less than 12 months ago),Yes,4.0,1 to 5,No,No,No,No,No,No,Yes,No,No,No,Yes,No,Yes,Yes,Yes,Yes,Never smoked,Never used e-cigarettes in my entire life,No,Hispanic,1.65,81.65,No,Yes,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+,,,,,,,,Female,Age 25 to 29,,,,,,,,Washington,0.0,20.0,Within past 5 years (2 years but less than 5 years ago),Yes,7.0,None of them,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.75,,Yes,Yes,Yes,No,"Yes, received Tdap",No,No
+,23.54,,,,,,,Male,Age 18 to 24,,,,,,,,Maryland,0.0,0.0,Within past 2 years (1 year but less than 2 years ago),Yes,8.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,Hispanic,1.7,68.04,No,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+No,27.5,Yes,Yes,No,0.0,0.0,No,Male,18-24,White,No,Yes,5.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,27.44,,,,,,,Female,Age 60 to 64,,,,,,,,New York,0.0,10.0,Within past year (anytime less than 12 months ago),Yes,7.0,1 to 5,No,No,No,No,No,No,Yes,No,No,No,No,No,Yes,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.57,68.04,Yes,No,Yes,No,"Yes, received tetanus shot but not sure what type",No,No
+,51.49,,,,,,,Female,Age 35 to 39,,,,,,,,West Virginia,0.0,3.0,Within past year (anytime less than 12 months ago),No,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Yes,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.63,136.08,No,Yes,No,No,"Yes, received Tdap",No,No
+,36.32,,,,,,,Female,Age 70 to 74,,,,,,,,Wisconsin,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,No,No,No,No,Yes,No,No,No,Yes,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.68,102.06,Yes,No,Yes,Yes,"Yes, received tetanus shot, but not Tdap",No,No
+,25.39,,,,,,,Female,Age 60 to 64,,,,,,,,Ohio,20.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,No,No,No,No,No,Yes,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.52,58.97,No,,No,Yes,"Yes, received Tdap",No,Yes
+No,25.02,Yes,No,No,0.0,0.0,No,Male,35-39,White,No,No,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,26.43,,,,,,,Female,Age 70 to 74,,,,,,,,Puerto Rico,0.0,0.0,Within past year (anytime less than 12 months ago),No,6.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Yes,Never smoked,Never used e-cigarettes in my entire life,No,Hispanic,1.63,69.85,No,No,No,Yes,,No,Yes
+,27.12,,,,,,,Male,Age 75 to 79,,,,,,,,Washington,2.0,0.0,Within past year (anytime less than 12 months ago),Yes,9.0,"6 or more, but not all",Yes,No,No,No,No,No,No,No,Yes,Yes,No,No,No,Yes,No,No,Former smoker,Not at all (right now),Yes,"White only, Non-Hispanic",1.83,90.72,No,Yes,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
+,,,,,,,,Female,Age 65 to 69,,,,,,,,South Dakota,3.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,1 to 5,No,No,No,Yes,No,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,,1.65,,No,No,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+,24.8,,,,,,,Female,Age 40 to 44,,,,,,,,Washington,2.0,0.0,Within past year (anytime less than 12 months ago),Yes,5.0,1 to 5,No,No,No,No,No,No,Yes,Yes,Yes,No,No,No,Yes,No,No,Yes,Former smoker,Not at all (right now),Yes,"White only, Non-Hispanic",1.6,63.5,No,Yes,No,No,"Yes, received tetanus shot but not sure what type",No,No
+No,21.46,No,No,No,0.0,3.0,No,Female,18-24,White,No,Yes,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,29.53,,,,,,,Female,Age 50 to 54,,,,,,,,North Dakota,14.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"Other race only, Non-Hispanic",1.75,90.72,No,Yes,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
+No,20.22,No,No,No,0.0,15.0,No,Male,25-29,White,No,Yes,7.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,28.06,,,,,,,Male,Age 60 to 64,,,,,,,,Louisiana,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,1 to 5,No,No,Yes,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,,"White only, Non-Hispanic",1.75,86.18,Yes,No,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
+,30.0,,,,,,,Male,Age 80 or older,,,,,,,,Minnesota,25.0,0.0,,No,12.0,None of them,,No,No,No,Yes,No,No,No,Yes,Yes,Yes,No,Yes,Yes,Yes,Yes,Never smoked,Never used e-cigarettes in my entire life,,"White only, Non-Hispanic",1.91,108.86,No,No,Yes,,"Yes, received Tdap",No,Yes
+,31.87,,,,,,,Male,Age 50 to 54,,,,,,,,Minnesota,0.0,1.0,Within past 2 years (1 year but less than 2 years ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.83,106.59,Yes,Yes,No,No,"Yes, received tetanus shot but not sure what type",No,No
+No,28.17,Yes,No,No,0.0,0.0,No,Male,80 or older,White,No,Yes,9.0,No,No,Yes,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,37.31,No,No,No,0.0,0.0,No,Male,55-59,White,Yes,Yes,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,23.03,,,,,,,Female,Age 70 to 74,,,,,,,,Ohio,0.0,10.0,Within past year (anytime less than 12 months ago),Yes,5.0,"6 or more, but not all",No,No,No,No,Yes,No,No,No,Yes,Yes,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.6,58.97,Yes,No,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,
+No,21.93,No,No,No,8.0,1.0,No,Female,60-64,White,No,Yes,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,15.41,Yes,Yes,Yes,0.0,30.0,No,Male,18-24,Hispanic,Yes,Yes,5.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,52.42,,,,,,,Female,Age 55 to 59,,,,,,,,Puerto Rico,30.0,20.0,Within past 5 years (2 years but less than 5 years ago),Yes,6.0,1 to 5,No,No,No,No,No,No,Yes,No,Yes,No,No,Yes,Yes,Yes,Yes,Yes,Never smoked,Never used e-cigarettes in my entire life,No,Hispanic,1.65,142.88,No,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+No,28.48,No,No,No,0.0,9.0,No,Male,18-24,White,No,Yes,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,23.49,No,No,No,0.0,0.0,No,Male,45-49,White,No,Yes,7.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+Yes,35.94,No,No,No,0.0,0.0,No,Male,65-69,White,Yes,No,7.0,Yes,No,Yes,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,24.8,No,No,No,4.0,0.0,Yes,Female,75-79,White,No,No,9.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,22.24,No,No,No,0.0,0.0,No,Female,65-69,White,No,Yes,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,45.73,,,,,,,Female,Age 30 to 34,,,,,,,,California,0.0,3.0,Within past 5 years (2 years but less than 5 years ago),Yes,7.0,None of them,No,No,No,Yes,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Not at all (right now),No,"White only, Non-Hispanic",1.57,113.4,Yes,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+,35.71,,,,,,,Female,Age 40 to 44,,,,,,,,Washington,7.0,28.0,Within past year (anytime less than 12 months ago),No,5.0,"6 or more, but not all",No,No,No,Yes,No,No,Yes,No,Yes,No,No,Yes,Yes,Yes,No,Yes,Current smoker - now smokes every day,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.55,85.73,No,Yes,No,No,"Yes, received Tdap",No,No
+,22.67,,,,,,,Female,Age 70 to 74,,,,,,,,Washington,4.0,0.0,Within past year (anytime less than 12 months ago),Yes,12.0,None of them,No,No,No,No,No,Yes,Yes,Yes,Yes,No,No,No,No,Yes,No,No,,,,"White only, Non-Hispanic",1.6,58.06,,,,,,,
+,31.62,,,,,,,Female,Age 30 to 34,,,,,,,,South Dakota,0.0,4.0,Within past 2 years (1 year but less than 2 years ago),Yes,6.0,None of them,No,No,No,Yes,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"Other race only, Non-Hispanic",1.65,86.18,Yes,No,No,No,"Yes, received Tdap",No,Yes
+,28.37,,,,,,,Male,Age 25 to 29,,,,,,,,Kentucky,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.85,97.52,Yes,No,Yes,No,"Yes, received Tdap",No,No
+No,21.16,No,No,No,0.0,0.0,No,Female,50-54,White,No,Yes,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,13.95,,,,,,,Male,Age 35 to 39,,,,,,,,Maine,30.0,30.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,Yes,No,Yes,Current smoker - now smokes every day,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",2.13,63.5,Yes,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+No,21.03,Yes,No,Yes,7.0,0.0,No,Female,55-59,White,No,Yes,9.0,No,No,Yes,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,40.09,,,,,,,Male,Age 25 to 29,,,,,,,,New York,,12.0,Within past year (anytime less than 12 months ago),Yes,6.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Current smoker - now smokes some days,Use them some days,Yes,"Other race only, Non-Hispanic",1.7,116.12,Yes,Yes,Yes,,"Yes, received Tdap",No,Yes
+,30.67,,,,,,,Female,Age 65 to 69,,,,,,,,Georgia,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,10.0,1 to 5,No,No,No,No,No,No,No,No,No,"No, pre-diabetes or borderline diabetes",No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"Black only, Non-Hispanic",1.68,86.18,No,No,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
+,55.17,,,,,,,Female,Age 55 to 59,,,,,,,,Mississippi,0.0,0.0,Within past year (anytime less than 12 months ago),No,8.0,1 to 5,No,No,No,No,No,No,No,No,Yes,Yes,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"Black only, Non-Hispanic",1.55,132.45,Yes,No,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+,26.63,,,,,,,Male,Age 30 to 34,,,,,,,,Vermont,2.0,2.0,5 or more years ago,Yes,8.0,"6 or more, but not all",No,No,No,Yes,No,No,No,No,Yes,No,No,No,No,No,No,No,Current smoker - now smokes some days,Use them some days,No,"White only, Non-Hispanic",1.65,72.57,Yes,Yes,No,No,"Yes, received tetanus shot, but not Tdap",No,No
+,33.28,,,,,,,Male,Age 80 or older,,,,,,,,Texas,0.0,0.0,Within past year (anytime less than 12 months ago),No,9.0,None of them,No,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,Never smoked,Not at all (right now),No,Hispanic,1.65,90.72,No,Yes,No,Yes,"Yes, received Tdap",No,No
+,32.89,,,,,,,Female,Age 65 to 69,,,,,,,,Utah,3.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,"6 or more, but not all",No,No,No,No,Yes,No,No,No,No,Yes,No,No,No,No,No,No,Never smoked,,,"White only, Non-Hispanic",1.7,95.25,,,,,,,
+No,39.68,No,No,No,0.0,0.0,No,Female,55-59,Other,No,Yes,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,33.47,No,No,No,0.0,0.0,No,Male,55-59,White,No,Yes,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,23.91,,,,,,,Female,Age 65 to 69,,,,,,,,Washington,30.0,15.0,Within past year (anytime less than 12 months ago),No,8.0,All,No,Yes,Yes,Yes,No,Yes,Yes,Yes,Yes,No,No,No,Yes,Yes,Yes,Yes,Former smoker,Use them every day,Yes,"White only, Non-Hispanic",1.6,61.23,No,Yes,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
+,22.81,,,,,,,Male,Age 18 to 24,,,,,,,,Kansas,0.0,28.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Current smoker - now smokes every day,Not at all (right now),Yes,"White only, Non-Hispanic",1.73,68.04,Yes,No,No,Yes,"Yes, received Tdap",No,Yes
+No,28.19,No,No,No,3.0,4.0,No,Female,55-59,White,No,Yes,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,29.29,,,,,,,Female,Age 70 to 74,,,,,,,,Ohio,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,Yes,No,No,No,No,No,No,No,No,Yes,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.52,68.04,Yes,Yes,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+,17.36,,,,,,,Male,Age 18 to 24,,,,,,,,Illinois,7.0,2.0,Within past 2 years (1 year but less than 2 years ago),Yes,5.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,Yes,No,No,No,Never smoked,Not at all (right now),No,"White only, Non-Hispanic",1.6,44.45,Yes,Yes,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+Yes,32.55,Yes,No,Yes,30.0,15.0,Yes,Male,70-74,White,No,No,6.0,No,Yes,Yes,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
diff --git a/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_001/history.csv b/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_001/history.csv
index c8febb056b1aa5093071ebdfad5055e6c5bc6459..af26f5b09ec987851015c11c77db886554be1182 100644
--- a/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_001/history.csv
+++ b/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_001/history.csv
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:198e20311a862ea52503f9a980b130af427674cf1475dca7aaf35894a0d0a8c8
-size 271614118
+oid sha256:3c9b02bac584fd919d536725a4b130edcd751b6cdb3f6013d7a3032ecc53a629
+size 270592772
diff --git a/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_001/info.json b/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_001/info.json
index 53272e3074451c673817a05ef4da5ee438d07863..c876b7e9aa18ec2175d72a1a6b59bf487c77e98c 100644
--- a/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_001/info.json
+++ b/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_001/info.json
@@ -1,401 +1,393 @@
-{
-    "name": "Indicators of Heart Disease (2022 UPDATE)",
-    "source": "https://www.kaggle.com/datasets/kamilpytlak/personal-key-indicators-of-heart-disease/data",
-    "data_intro": "The dataset originally comes from the CDC and is a major part of the Behavioral Risk Factor Surveillance System (BRFSS), which conducts annual telephone surveys to collect data on the health status of U.S. residents. As described by the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm): \"Established in 1984 with 15 states, BRFSS now collects data in all 50 states, the District of Columbia, and three U.S. territories. BRFSS completes more than 400,000 adult interviews each year, making it the largest continuously conducted health survey system in the world. The most recent dataset includes data from 2023. In this dataset, I noticed many factors (questions) that directly or indirectly influence heart disease, so I decided to select the most relevant variables from it. I also decided to share with you two versions of the most recent dataset: with NaNs and without it.",
-    "is_splited": false,
-    "overall_size": 1010949,
-    "train_size": 0,
-    "test_size": 0,
-    "c_classes": 46,
-    "n_classes": 9,
-    "cat_feature_intro": {
-        "HeartDisease": "The dataset originally comes from the CDC and is a major part of the Behavioral Risk Factor Surveillance System (BRFSS), which conducts annual telephone surveys to collect data on the health status of U.S. residents. As described by the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm): \"Established in 1984 with 15 states, BRFSS now collects data in all 50 states, the District of Columbia, and three U.S. territories. BRFSS completes more than 400,000 adult interviews each year, making it the largest continuously conducted health survey system in the world. The most recent dataset includes data from 2023. In this dataset, I noticed many factors (questions) that directly or indirectly influence heart disease, so I decided to select the most relevant variables from it. I also decided to share with you two versions of the most recent dataset: with NaNs and without it.",
-        "Smoking": "According to the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm), heart disease is a leading cause of death for people of most races in the U.S. (African Americans, American Indians and Alaska Natives, and whites). About half of all Americans (47%) have at least 1 of 3 major risk factors for heart disease: high blood pressure, high cholesterol, and smoking. Other key indicators include diabetes status, obesity (high BMI), not getting enough physical activity, or drinking too much alcohol. Identifying and preventing the factors that have the greatest impact on heart disease is very important in healthcare. In turn, developments in computing allow the application of machine learning methods to detect \"patterns\" in the data that can predict a patient's condition.",
-        "AlcoholDrinking": "According to the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm), excessive alcohol consumption can lead to high blood pressure, heart failure, and even stroke. It is important to monitor and manage alcohol intake to reduce the risk of heart disease.",
-        "Stroke": "A stroke is a medical emergency that occurs when the blood supply to part of the brain is interrupted or reduced, preventing brain tissue from getting oxygen and nutrients. This can lead to serious health complications, including heart disease.",
-        "DiffWalking": "Difficulty walking can be a sign of underlying health issues, including heart disease. It is important to address mobility issues to improve overall health and reduce the risk of heart-related complications.",
-        "Sex": "Sex is a biological factor that can influence the risk of heart disease. Men and women may experience different symptoms and risk factors for heart disease.",
-        "AgeCategory": "Age is a significant risk factor for heart disease. As people age, their risk of developing heart disease increases. It is important to monitor heart health as individuals get older.",
-        "Race": "According to the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm), heart disease is a leading cause of death for people of most races in the U.S. (African Americans, American Indians and Alaska Natives, and whites). About half of all Americans (47%) have at least 1 of 3 major risk factors for heart disease: high blood pressure, high cholesterol, and smoking. Other key indicators include diabetes status, obesity (high BMI), not getting enough physical activity, or drinking too much alcohol. Identifying and preventing the factors that have the greatest impact on heart disease is very important in healthcare. In turn, developments in computing allow the application of machine learning methods to detect \"patterns\" in the data that can predict a patient's condition.",
-        "Diabetic": "Diabetes is a major risk factor for heart disease. High blood sugar levels can damage blood vessels and nerves that control the heart, leading to an increased risk of heart disease.",
-        "PhysicalActivity": "Regular physical activity is important for maintaining heart health. It can help reduce the risk of heart disease by improving blood pressure, cholesterol levels, and overall cardiovascular fitness.",
-        "GenHealth": "General health status can influence the risk of heart disease. It is important to maintain overall health and address any underlying health issues to reduce the risk of heart-related complications.",
-        "Asthma": "Asthma is a chronic respiratory condition that can affect heart health. It is important to manage asthma symptoms to reduce the risk of heart disease.",
-        "KidneyDisease": "Kidney disease can increase the risk of heart disease. It is important to monitor and manage kidney health to reduce the risk of heart-related complications.",
-        "SkinCancer": "Skin cancer is a type of cancer that can affect overall health. It is important to address and treat skin cancer to maintain overall health and reduce the risk of heart disease.",
-        "State": "The dataset originally comes from the CDC and is a major part of the Behavioral Risk Factor Surveillance System (BRFSS), which conducts annual telephone surveys to collect data on the health status of U.S. residents. As described by the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm): \"Established in 1984 with 15 states, BRFSS now collects data in all 50 states, the District of Columbia, and three U.S. territories. BRFSS completes more than 400,000 adult interviews each year, making it the largest continuously conducted health survey system in the world. The most recent dataset includes data from 2023. In this dataset, I noticed many factors (questions) that directly or indirectly influence heart disease, so I decided to select the most relevant variables from it. I also decided to share with you two versions of the most recent dataset: with NaNs and without it.",
-        "GeneralHealth": "General health status can influence the risk of heart disease. It is important to maintain overall health and address any underlying health issues to reduce the risk of heart-related complications.",
-        "LastCheckupTime": "The time since the last medical checkup can be an important factor in heart health. Regular checkups can help identify and address risk factors for heart disease early.",
-        "PhysicalActivities": "Engaging in regular physical activities is important for maintaining heart health. It can help reduce the risk of heart disease by improving blood pressure, cholesterol levels, and overall cardiovascular fitness.",
-        "RemovedTeeth": "The number of removed teeth can be an indicator of overall health, including heart health. Poor oral health has been linked to an increased risk of heart disease.",
-        "HadHeartAttack": "As described above, the original dataset of nearly 300 variables was reduced to 40 variables. In addition to classical EDA, this dataset can be used to apply a number of machine learning methods, especially classifier models (logistic regression, SVM, random forest, etc.). You should treat the variable \"HadHeartAttack\" as binary (\"Yes\" - respondent had heart disease; \"No\" - respondent did not have heart disease). Note, however, that the classes are unbalanced, so the classic approach of applying a model is not advisable. Fixing the weights/undersampling should yield much better results. Based on the data set, I built a logistic regression model and embedded it in an application that might inspire you: https://share.streamlit.io/kamilpytlak/heart-condition-checker/main/app.py. Can you indicate which variables have a significant effect on the likelihood of heart disease?",
-        "HadAngina": "Angina is a type of chest pain caused by reduced blood flow to the heart. It is a symptom of coronary artery disease and can indicate an increased risk of heart disease.",
-        "HadStroke": "A stroke is a medical emergency that occurs when the blood supply to part of the brain is interrupted or reduced, preventing brain tissue from getting oxygen and nutrients. This can lead to serious health complications, including heart disease.",
-        "HadAsthma": "Asthma is a chronic respiratory condition that can affect heart health. It is important to manage asthma symptoms to reduce the risk of heart disease.",
-        "HadSkinCancer": "Skin cancer is a type of cancer that can affect overall health. It is important to address and treat skin cancer to maintain overall health and reduce the risk of heart disease.",
-        "HadCOPD": "Chronic obstructive pulmonary disease (COPD) is a chronic inflammatory lung disease that causes obstructed airflow from the lungs. It can increase the risk of heart disease.",
-        "HadDepressiveDisorder": "Depressive disorders can affect overall health and increase the risk of heart disease. It is important to address and manage mental health to reduce the risk of heart-related complications.",
-        "HadKidneyDisease": "Kidney disease can increase the risk of heart disease. It is important to monitor and manage kidney health to reduce the risk of heart-related complications.",
-        "HadArthritis": "Arthritis is a condition that causes inflammation of the joints. It can affect overall health and increase the risk of heart disease.",
-        "HadDiabetes": "Diabetes is a major risk factor for heart disease. High blood sugar levels can damage blood vessels and nerves that control the heart, leading to an increased risk of heart disease.",
-        "DeafOrHardOfHearing": "Hearing loss can affect overall health and quality of life. It is important to address and manage hearing issues to maintain overall health and reduce the risk of heart disease.",
-        "BlindOrVisionDifficulty": "Vision difficulties can affect overall health and quality of life. It is important to address and manage vision issues to maintain overall health and reduce the risk of heart disease.",
-        "DifficultyConcentrating": "Difficulty concentrating can be a sign of underlying health issues, including heart disease. It is important to address cognitive issues to improve overall health and reduce the risk of heart-related complications.",
-        "DifficultyWalking": "Difficulty walking can be a sign of underlying health issues, including heart disease. It is important to address mobility issues to improve overall health and reduce the risk of heart-related complications.",
-        "DifficultyDressingBathing": "Difficulty with daily activities such as dressing and bathing can be a sign of underlying health issues, including heart disease. It is important to address these issues to improve overall health and reduce the risk of heart-related complications.",
-        "DifficultyErrands": "Difficulty running errands can be a sign of underlying health issues, including heart disease. It is important to address these issues to improve overall health and reduce the risk of heart-related complications.",
-        "SmokerStatus": "Smoking is a major risk factor for heart disease. It is important to address and manage smoking habits to reduce the risk of heart-related complications.",
-        "ECigaretteUsage": "E-cigarette usage can affect heart health. It is important to monitor and manage e-cigarette usage to reduce the risk of heart disease.",
-        "ChestScan": "Chest scans can help identify underlying health issues, including heart disease. It is important to monitor and address any abnormalities found in chest scans to maintain overall health.",
-        "RaceEthnicityCategory": "Race and ethnicity can influence the risk of heart disease. It is important to consider these factors when assessing and managing heart health.",
-        "AlcoholDrinkers": "According to the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm), excessive alcohol consumption can lead to high blood pressure, heart failure, and even stroke. It is important to monitor and manage alcohol intake to reduce the risk of heart disease.",
-        "HIVTesting": "HIV testing is important for overall health. It is important to address and manage HIV status to reduce the risk of heart-related complications.",
-        "FluVaxLast12": "Receiving a flu vaccine in the last 12 months can help reduce the risk of respiratory infections, which can affect heart health. It is important to stay up-to-date with vaccinations to maintain overall health.",
-        "PneumoVaxEver": "Receiving a pneumococcal vaccine can help reduce the risk of respiratory infections, which can affect heart health. It is important to stay up-to-date with vaccinations to maintain overall health.",
-        "TetanusLast10Tdap": "Receiving a tetanus vaccine in the last 10 years can help reduce the risk of infections, which can affect heart health. It is important to stay up-to-date with vaccinations to maintain overall health.",
-        "HighRiskLastYear": "Being at high risk for health issues in the last year can affect overall health and increase the risk of heart disease. It is important to address and manage high-risk factors to reduce the risk of heart-related complications.",
-        "CovidPos": "Testing positive for COVID-19 can affect overall health and increase the risk of heart disease. It is important to monitor and manage COVID-19 symptoms to reduce the risk of heart-related complications."
-    },
-    "num_feature_intro": {
-        "BMI": "According to the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm), heart disease is a leading cause of death for people of most races in the U.S. (African Americans, American Indians and Alaska Natives, and whites). About half of all Americans (47%) have at least 1 of 3 major risk factors for heart disease: high blood pressure, high cholesterol, and smoking. Other key indicators include diabetes status, obesity (high BMI), not getting enough physical activity, or drinking too much alcohol. Identifying and preventing the factors that have the greatest impact on heart disease is very important in healthcare. In turn, developments in computing allow the application of machine learning methods to detect \"patterns\" in the data that can predict a patient's condition.",
-        "PhysicalHealth": "Physical health is an important factor in overall well-being and can influence the risk of heart disease. It is important to maintain good physical health to reduce the risk of heart-related complications.",
-        "MentalHealth": "Mental health is an important factor in overall well-being and can influence the risk of heart disease. It is important to address and manage mental health to reduce the risk of heart-related complications.",
-        "SleepTime": "Sleep time is an important factor in overall health. Poor sleep can affect heart health and increase the risk of heart disease. It is important to maintain good sleep habits to reduce the risk of heart-related complications.",
-        "PhysicalHealthDays": "The number of days with good physical health can be an indicator of overall well-being. It is important to maintain good physical health to reduce the risk of heart-related complications.",
-        "MentalHealthDays": "The number of days with good mental health can be an indicator of overall well-being. It is important to address and manage mental health to reduce the risk of heart-related complications.",
-        "SleepHours": "The number of hours of sleep can affect overall health. Poor sleep can affect heart health and increase the risk of heart disease. It is important to maintain good sleep habits to reduce the risk of heart-related complications.",
-        "HeightInMeters": "Height can be an indicator of overall health. It is important to monitor and maintain a healthy height-to-weight ratio to reduce the risk of heart disease.",
-        "WeightInKilograms": "Weight can be an indicator of overall health. It is important to maintain a healthy weight to reduce the risk of heart disease."
-    },
-    "evaluation_metric": "The evaluation metric for this dataset can include accuracy, precision, recall, F1-score, and AUC-ROC. These metrics can help assess the performance of machine learning models in predicting heart disease.",
-    "task_type": "classification",
-    "target": "GeneralHealth",
-    "num_feature_value": {
-        "BMI": [
-            12.02,
-            99.64
-        ],
-        "HeightInMeters": [
-            0.91,
-            2.41
-        ],
-        "MentalHealth": [
-            0.0,
-            30.0
-        ],
-        "MentalHealthDays": [
-            0.0,
-            30.0
-        ],
-        "PhysicalHealth": [
-            0.0,
-            30.0
-        ],
-        "PhysicalHealthDays": [
-            0.0,
-            30.0
-        ],
-        "SleepHours": [
-            1.0,
-            24.0
-        ],
-        "SleepTime": [
-            1.0,
-            24.0
-        ],
-        "WeightInKilograms": [
-            22.68,
-            292.57
-        ]
-    },
-    "cat_feature_value": {
-        "AgeCategory": [
-            "18-24",
-            "25-29",
-            "30-34",
-            "35-39",
-            "40-44",
-            "45-49",
-            "50-54",
-            "55-59",
-            "60-64",
-            "65-69",
-            "70-74",
-            "75-79",
-            "80 or older",
-            "Age 18 to 24",
-            "Age 25 to 29",
-            "Age 30 to 34",
-            "Age 35 to 39",
-            "Age 40 to 44",
-            "Age 45 to 49",
-            "Age 50 to 54",
-            "Age 55 to 59",
-            "Age 60 to 64",
-            "Age 65 to 69",
-            "Age 70 to 74",
-            "Age 75 to 79",
-            "Age 80 or older"
-        ],
-        "AlcoholDrinkers": [
-            "No",
-            "Yes"
-        ],
-        "AlcoholDrinking": [
-            "No",
-            "Yes"
-        ],
-        "Asthma": [
-            "No",
-            "Yes"
-        ],
-        "BlindOrVisionDifficulty": [
-            "No",
-            "Yes"
-        ],
-        "ChestScan": [
-            "No",
-            "Yes"
-        ],
-        "CovidPos": [
-            "No",
-            "Tested positive using home test without a health professional",
-            "Yes"
-        ],
-        "DeafOrHardOfHearing": [
-            "No",
-            "Yes"
-        ],
-        "Diabetic": [
-            "No",
-            "No, borderline diabetes",
-            "Yes",
-            "Yes (during pregnancy)"
-        ],
-        "DiffWalking": [
-            "No",
-            "Yes"
-        ],
-        "DifficultyConcentrating": [
-            "No",
-            "Yes"
-        ],
-        "DifficultyDressingBathing": [
-            "No",
-            "Yes"
-        ],
-        "DifficultyErrands": [
-            "No",
-            "Yes"
-        ],
-        "DifficultyWalking": [
-            "No",
-            "Yes"
-        ],
-        "ECigaretteUsage": [
-            "Never used e-cigarettes in my entire life",
-            "Not at all (right now)",
-            "Use them every day",
-            "Use them some days"
-        ],
-        "FluVaxLast12": [
-            "No",
-            "Yes"
-        ],
-        "GenHealth": [
-            "Excellent",
-            "Fair",
-            "Good",
-            "Poor",
-            "Very good"
-        ],
-        "GeneralHealth": [
-            "Excellent",
-            "Fair",
-            "Good",
-            "Poor",
-            "Very good"
-        ],
-        "HIVTesting": [
-            "No",
-            "Yes"
-        ],
-        "HadAngina": [
-            "No",
-            "Yes"
-        ],
-        "HadArthritis": [
-            "No",
-            "Yes"
-        ],
-        "HadAsthma": [
-            "No",
-            "Yes"
-        ],
-        "HadCOPD": [
-            "No",
-            "Yes"
-        ],
-        "HadDepressiveDisorder": [
-            "No",
-            "Yes"
-        ],
-        "HadDiabetes": [
-            "No",
-            "No, pre-diabetes or borderline diabetes",
-            "Yes",
-            "Yes, but only during pregnancy (female)"
-        ],
-        "HadHeartAttack": [
-            "No",
-            "Yes"
-        ],
-        "HadKidneyDisease": [
-            "No",
-            "Yes"
-        ],
-        "HadSkinCancer": [
-            "No",
-            "Yes"
-        ],
-        "HadStroke": [
-            "No",
-            "Yes"
-        ],
-        "HeartDisease": [
-            "No",
-            "Yes"
-        ],
-        "HighRiskLastYear": [
-            "No",
-            "Yes"
-        ],
-        "KidneyDisease": [
-            "No",
-            "Yes"
-        ],
-        "LastCheckupTime": [
-            "5 or more years ago",
-            "Within past 2 years (1 year but less than 2 years ago)",
-            "Within past 5 years (2 years but less than 5 years ago)",
-            "Within past year (anytime less than 12 months ago)"
-        ],
-        "PhysicalActivities": [
-            "No",
-            "Yes"
-        ],
-        "PhysicalActivity": [
-            "No",
-            "Yes"
-        ],
-        "PneumoVaxEver": [
-            "No",
-            "Yes"
-        ],
-        "Race": [
-            "American Indian/Alaskan Native",
-            "Asian",
-            "Black",
-            "Hispanic",
-            "Other",
-            "White"
-        ],
-        "RaceEthnicityCategory": [
-            "Black only, Non-Hispanic",
-            "Hispanic",
-            "Multiracial, Non-Hispanic",
-            "Other race only, Non-Hispanic",
-            "White only, Non-Hispanic"
-        ],
-        "RemovedTeeth": [
-            "1 to 5",
-            "6 or more, but not all",
-            "All",
-            "None of them"
-        ],
-        "Sex": [
-            "Female",
-            "Male"
-        ],
-        "SkinCancer": [
-            "No",
-            "Yes"
-        ],
-        "SmokerStatus": [
-            "Current smoker - now smokes every day",
-            "Current smoker - now smokes some days",
-            "Former smoker",
-            "Never smoked"
-        ],
-        "Smoking": [
-            "No",
-            "Yes"
-        ],
-        "State": [
-            "Alabama",
-            "Alaska",
-            "Arizona",
-            "Arkansas",
-            "California",
-            "Colorado",
-            "Connecticut",
-            "Delaware",
-            "District of Columbia",
-            "Florida",
-            "Georgia",
-            "Guam",
-            "Hawaii",
-            "Idaho",
-            "Illinois",
-            "Indiana",
-            "Iowa",
-            "Kansas",
-            "Kentucky",
-            "Louisiana",
-            "Maine",
-            "Maryland",
-            "Massachusetts",
-            "Michigan",
-            "Minnesota",
-            "Mississippi",
-            "Missouri",
-            "Montana",
-            "Nebraska",
-            "Nevada",
-            "New Hampshire",
-            "New Jersey",
-            "New Mexico",
-            "New York",
-            "North Carolina",
-            "North Dakota",
-            "Ohio",
-            "Oklahoma",
-            "Oregon",
-            "Pennsylvania",
-            "Puerto Rico",
-            "Rhode Island",
-            "South Carolina",
-            "South Dakota",
-            "Tennessee",
-            "Texas",
-            "Utah",
-            "Vermont",
-            "Virgin Islands",
-            "Virginia",
-            "Washington",
-            "West Virginia",
-            "Wisconsin",
-            "Wyoming"
-        ],
-        "Stroke": [
-            "No",
-            "Yes"
-        ],
-        "TetanusLast10Tdap": [
-            "No, did not receive any tetanus shot in the past 10 years",
-            "Yes, received Tdap",
-            "Yes, received tetanus shot but not sure what type",
-            "Yes, received tetanus shot, but not Tdap"
-        ]
-    }
-}
\ No newline at end of file
+{
+  "name": "Indicators of Heart Disease (2022 UPDATE)",
+  "source": "https://www.kaggle.com/datasets/kamilpytlak/personal-key-indicators-of-heart-disease/data",
+  "data_intro": "The dataset originally comes from the CDC and is a major part of the Behavioral Risk Factor Surveillance System (BRFSS), which conducts annual telephone surveys to collect data on the health status of U.S. residents. As described by the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm): \"Established in 1984 with 15 states, BRFSS now collects data in all 50 states, the District of Columbia, and three U.S. territories. BRFSS completes more than 400,000 adult interviews each year, making it the largest continuously conducted health survey system in the world. The most recent dataset includes data from 2023. In this dataset, I noticed many factors (questions) that directly or indirectly influence heart disease, so I decided to select the most relevant variables from it. I also decided to share with you two versions of the most recent dataset: with NaNs and without it.",
+  "is_splited": false,
+  "overall_size": 1010949,
+  "train_size": 0,
+  "test_size": 0,
+  "c_classes": 45,
+  "n_classes": 9,
+  "cat_feature_intro": {
+    "HeartDisease": "The dataset originally comes from the CDC and is a major part of the Behavioral Risk Factor Surveillance System (BRFSS), which conducts annual telephone surveys to collect data on the health status of U.S. residents. As described by the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm): \"Established in 1984 with 15 states, BRFSS now collects data in all 50 states, the District of Columbia, and three U.S. territories. BRFSS completes more than 400,000 adult interviews each year, making it the largest continuously conducted health survey system in the world. The most recent dataset includes data from 2023. In this dataset, I noticed many factors (questions) that directly or indirectly influence heart disease, so I decided to select the most relevant variables from it. I also decided to share with you two versions of the most recent dataset: with NaNs and without it.",
+    "Smoking": "According to the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm), heart disease is a leading cause of death for people of most races in the U.S. (African Americans, American Indians and Alaska Natives, and whites). About half of all Americans (47%) have at least 1 of 3 major risk factors for heart disease: high blood pressure, high cholesterol, and smoking. Other key indicators include diabetes status, obesity (high BMI), not getting enough physical activity, or drinking too much alcohol. Identifying and preventing the factors that have the greatest impact on heart disease is very important in healthcare. In turn, developments in computing allow the application of machine learning methods to detect \"patterns\" in the data that can predict a patient's condition.",
+    "AlcoholDrinking": "According to the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm), excessive alcohol consumption can lead to high blood pressure, heart failure, and even stroke. It is important to monitor and manage alcohol intake to reduce the risk of heart disease.",
+    "Stroke": "A stroke is a medical emergency that occurs when the blood supply to part of the brain is interrupted or reduced, preventing brain tissue from getting oxygen and nutrients. This can lead to serious health complications, including heart disease.",
+    "DiffWalking": "Difficulty walking can be a sign of underlying health issues, including heart disease. It is important to address mobility issues to improve overall health and reduce the risk of heart-related complications.",
+    "Sex": "Sex is a biological factor that can influence the risk of heart disease. Men and women may experience different symptoms and risk factors for heart disease.",
+    "AgeCategory": "Age is a significant risk factor for heart disease. As people age, their risk of developing heart disease increases. It is important to monitor heart health as individuals get older.",
+    "Race": "According to the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm), heart disease is a leading cause of death for people of most races in the U.S. (African Americans, American Indians and Alaska Natives, and whites). About half of all Americans (47%) have at least 1 of 3 major risk factors for heart disease: high blood pressure, high cholesterol, and smoking. Other key indicators include diabetes status, obesity (high BMI), not getting enough physical activity, or drinking too much alcohol. Identifying and preventing the factors that have the greatest impact on heart disease is very important in healthcare. In turn, developments in computing allow the application of machine learning methods to detect \"patterns\" in the data that can predict a patient's condition.",
+    "Diabetic": "Diabetes is a major risk factor for heart disease. High blood sugar levels can damage blood vessels and nerves that control the heart, leading to an increased risk of heart disease.",
+    "PhysicalActivity": "Regular physical activity is important for maintaining heart health. It can help reduce the risk of heart disease by improving blood pressure, cholesterol levels, and overall cardiovascular fitness.",
+    "Asthma": "Asthma is a chronic respiratory condition that can affect heart health. It is important to manage asthma symptoms to reduce the risk of heart disease.",
+    "KidneyDisease": "Kidney disease can increase the risk of heart disease. It is important to monitor and manage kidney health to reduce the risk of heart-related complications.",
+    "SkinCancer": "Skin cancer is a type of cancer that can affect overall health. It is important to address and treat skin cancer to maintain overall health and reduce the risk of heart disease.",
+    "State": "The dataset originally comes from the CDC and is a major part of the Behavioral Risk Factor Surveillance System (BRFSS), which conducts annual telephone surveys to collect data on the health status of U.S. residents. As described by the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm): \"Established in 1984 with 15 states, BRFSS now collects data in all 50 states, the District of Columbia, and three U.S. territories. BRFSS completes more than 400,000 adult interviews each year, making it the largest continuously conducted health survey system in the world. The most recent dataset includes data from 2023. In this dataset, I noticed many factors (questions) that directly or indirectly influence heart disease, so I decided to select the most relevant variables from it. I also decided to share with you two versions of the most recent dataset: with NaNs and without it.",
+    "GeneralHealth": "Self-reported general health from BRFSS GENHLTH: Excellent, Very good, Good, Fair, or Poor.",
+    "LastCheckupTime": "The time since the last medical checkup can be an important factor in heart health. Regular checkups can help identify and address risk factors for heart disease early.",
+    "PhysicalActivities": "Engaging in regular physical activities is important for maintaining heart health. It can help reduce the risk of heart disease by improving blood pressure, cholesterol levels, and overall cardiovascular fitness.",
+    "RemovedTeeth": "The number of removed teeth can be an indicator of overall health, including heart health. Poor oral health has been linked to an increased risk of heart disease.",
+    "HadHeartAttack": "As described above, the original dataset of nearly 300 variables was reduced to 40 variables. In addition to classical EDA, this dataset can be used to apply a number of machine learning methods, especially classifier models (logistic regression, SVM, random forest, etc.). You should treat the variable \"HadHeartAttack\" as binary (\"Yes\" - respondent had heart disease; \"No\" - respondent did not have heart disease). Note, however, that the classes are unbalanced, so the classic approach of applying a model is not advisable. Fixing the weights/undersampling should yield much better results. Based on the data set, I built a logistic regression model and embedded it in an application that might inspire you: https://share.streamlit.io/kamilpytlak/heart-condition-checker/main/app.py. Can you indicate which variables have a significant effect on the likelihood of heart disease?",
+    "HadAngina": "Angina is a type of chest pain caused by reduced blood flow to the heart. It is a symptom of coronary artery disease and can indicate an increased risk of heart disease.",
+    "HadStroke": "A stroke is a medical emergency that occurs when the blood supply to part of the brain is interrupted or reduced, preventing brain tissue from getting oxygen and nutrients. This can lead to serious health complications, including heart disease.",
+    "HadAsthma": "Asthma is a chronic respiratory condition that can affect heart health. It is important to manage asthma symptoms to reduce the risk of heart disease.",
+    "HadSkinCancer": "Skin cancer is a type of cancer that can affect overall health. It is important to address and treat skin cancer to maintain overall health and reduce the risk of heart disease.",
+    "HadCOPD": "Chronic obstructive pulmonary disease (COPD) is a chronic inflammatory lung disease that causes obstructed airflow from the lungs. It can increase the risk of heart disease.",
+    "HadDepressiveDisorder": "Depressive disorders can affect overall health and increase the risk of heart disease. It is important to address and manage mental health to reduce the risk of heart-related complications.",
+    "HadKidneyDisease": "Kidney disease can increase the risk of heart disease. It is important to monitor and manage kidney health to reduce the risk of heart-related complications.",
+    "HadArthritis": "Arthritis is a condition that causes inflammation of the joints. It can affect overall health and increase the risk of heart disease.",
+    "HadDiabetes": "Diabetes is a major risk factor for heart disease. High blood sugar levels can damage blood vessels and nerves that control the heart, leading to an increased risk of heart disease.",
+    "DeafOrHardOfHearing": "Hearing loss can affect overall health and quality of life. It is important to address and manage hearing issues to maintain overall health and reduce the risk of heart disease.",
+    "BlindOrVisionDifficulty": "Vision difficulties can affect overall health and quality of life. It is important to address and manage vision issues to maintain overall health and reduce the risk of heart disease.",
+    "DifficultyConcentrating": "Difficulty concentrating can be a sign of underlying health issues, including heart disease. It is important to address cognitive issues to improve overall health and reduce the risk of heart-related complications.",
+    "DifficultyWalking": "Difficulty walking can be a sign of underlying health issues, including heart disease. It is important to address mobility issues to improve overall health and reduce the risk of heart-related complications.",
+    "DifficultyDressingBathing": "Difficulty with daily activities such as dressing and bathing can be a sign of underlying health issues, including heart disease. It is important to address these issues to improve overall health and reduce the risk of heart-related complications.",
+    "DifficultyErrands": "Difficulty running errands can be a sign of underlying health issues, including heart disease. It is important to address these issues to improve overall health and reduce the risk of heart-related complications.",
+    "SmokerStatus": "Smoking is a major risk factor for heart disease. It is important to address and manage smoking habits to reduce the risk of heart-related complications.",
+    "ECigaretteUsage": "E-cigarette usage can affect heart health. It is important to monitor and manage e-cigarette usage to reduce the risk of heart disease.",
+    "ChestScan": "Chest scans can help identify underlying health issues, including heart disease. It is important to monitor and address any abnormalities found in chest scans to maintain overall health.",
+    "RaceEthnicityCategory": "Race and ethnicity can influence the risk of heart disease. It is important to consider these factors when assessing and managing heart health.",
+    "AlcoholDrinkers": "According to the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm), excessive alcohol consumption can lead to high blood pressure, heart failure, and even stroke. It is important to monitor and manage alcohol intake to reduce the risk of heart disease.",
+    "HIVTesting": "Whether the respondent has ever been tested for HIV (Yes/No), not the result of that test.",
+    "FluVaxLast12": "Receiving a flu vaccine in the last 12 months can help reduce the risk of respiratory infections, which can affect heart health. It is important to stay up-to-date with vaccinations to maintain overall health.",
+    "PneumoVaxEver": "Receiving a pneumococcal vaccine can help reduce the risk of respiratory infections, which can affect heart health. It is important to stay up-to-date with vaccinations to maintain overall health.",
+    "TetanusLast10Tdap": "Receiving a tetanus vaccine in the last 10 years can help reduce the risk of infections, which can affect heart health. It is important to stay up-to-date with vaccinations to maintain overall health.",
+    "HighRiskLastYear": "Being at high risk for health issues in the last year can affect overall health and increase the risk of heart disease. It is important to address and manage high-risk factors to reduce the risk of heart-related complications.",
+    "CovidPos": "Testing positive for COVID-19 can affect overall health and increase the risk of heart disease. It is important to monitor and manage COVID-19 symptoms to reduce the risk of heart-related complications."
+  },
+  "num_feature_intro": {
+    "BMI": "According to the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm), heart disease is a leading cause of death for people of most races in the U.S. (African Americans, American Indians and Alaska Natives, and whites). About half of all Americans (47%) have at least 1 of 3 major risk factors for heart disease: high blood pressure, high cholesterol, and smoking. Other key indicators include diabetes status, obesity (high BMI), not getting enough physical activity, or drinking too much alcohol. Identifying and preventing the factors that have the greatest impact on heart disease is very important in healthcare. In turn, developments in computing allow the application of machine learning methods to detect \"patterns\" in the data that can predict a patient's condition.",
+    "PhysicalHealth": "Physical health is an important factor in overall well-being and can influence the risk of heart disease. It is important to maintain good physical health to reduce the risk of heart-related complications.",
+    "MentalHealth": "Mental health is an important factor in overall well-being and can influence the risk of heart disease. It is important to address and manage mental health to reduce the risk of heart-related complications.",
+    "SleepTime": "Sleep time is an important factor in overall health. Poor sleep can affect heart health and increase the risk of heart disease. It is important to maintain good sleep habits to reduce the risk of heart-related complications.",
+    "PhysicalHealthDays": "The number of days with good physical health can be an indicator of overall well-being. It is important to maintain good physical health to reduce the risk of heart-related complications.",
+    "MentalHealthDays": "The number of days with good mental health can be an indicator of overall well-being. It is important to address and manage mental health to reduce the risk of heart-related complications.",
+    "SleepHours": "The number of hours of sleep can affect overall health. Poor sleep can affect heart health and increase the risk of heart disease. It is important to maintain good sleep habits to reduce the risk of heart-related complications.",
+    "HeightInMeters": "Height can be an indicator of overall health. It is important to monitor and maintain a healthy height-to-weight ratio to reduce the risk of heart disease.",
+    "WeightInKilograms": "Weight can be an indicator of overall health. It is important to maintain a healthy weight to reduce the risk of heart disease."
+  },
+  "evaluation_metric": "The evaluation metric for this dataset can include accuracy, precision, recall, F1-score, and AUC-ROC. These metrics can help assess the performance of machine learning models in predicting heart disease.",
+  "task_type": "classification",
+  "target": "GeneralHealth",
+  "num_feature_value": {
+    "BMI": [
+      12.02,
+      99.64
+    ],
+    "HeightInMeters": [
+      0.91,
+      2.41
+    ],
+    "MentalHealth": [
+      0.0,
+      30.0
+    ],
+    "MentalHealthDays": [
+      0.0,
+      30.0
+    ],
+    "PhysicalHealth": [
+      0.0,
+      30.0
+    ],
+    "PhysicalHealthDays": [
+      0.0,
+      30.0
+    ],
+    "SleepHours": [
+      1.0,
+      24.0
+    ],
+    "SleepTime": [
+      1.0,
+      24.0
+    ],
+    "WeightInKilograms": [
+      22.68,
+      292.57
+    ]
+  },
+  "cat_feature_value": {
+    "AgeCategory": [
+      "18-24",
+      "25-29",
+      "30-34",
+      "35-39",
+      "40-44",
+      "45-49",
+      "50-54",
+      "55-59",
+      "60-64",
+      "65-69",
+      "70-74",
+      "75-79",
+      "80 or older",
+      "Age 18 to 24",
+      "Age 25 to 29",
+      "Age 30 to 34",
+      "Age 35 to 39",
+      "Age 40 to 44",
+      "Age 45 to 49",
+      "Age 50 to 54",
+      "Age 55 to 59",
+      "Age 60 to 64",
+      "Age 65 to 69",
+      "Age 70 to 74",
+      "Age 75 to 79",
+      "Age 80 or older"
+    ],
+    "AlcoholDrinkers": [
+      "No",
+      "Yes"
+    ],
+    "AlcoholDrinking": [
+      "No",
+      "Yes"
+    ],
+    "Asthma": [
+      "No",
+      "Yes"
+    ],
+    "BlindOrVisionDifficulty": [
+      "No",
+      "Yes"
+    ],
+    "ChestScan": [
+      "No",
+      "Yes"
+    ],
+    "CovidPos": [
+      "No",
+      "Tested positive using home test without a health professional",
+      "Yes"
+    ],
+    "DeafOrHardOfHearing": [
+      "No",
+      "Yes"
+    ],
+    "Diabetic": [
+      "No",
+      "No, borderline diabetes",
+      "Yes",
+      "Yes (during pregnancy)"
+    ],
+    "DiffWalking": [
+      "No",
+      "Yes"
+    ],
+    "DifficultyConcentrating": [
+      "No",
+      "Yes"
+    ],
+    "DifficultyDressingBathing": [
+      "No",
+      "Yes"
+    ],
+    "DifficultyErrands": [
+      "No",
+      "Yes"
+    ],
+    "DifficultyWalking": [
+      "No",
+      "Yes"
+    ],
+    "ECigaretteUsage": [
+      "Never used e-cigarettes in my entire life",
+      "Not at all (right now)",
+      "Use them every day",
+      "Use them some days"
+    ],
+    "FluVaxLast12": [
+      "No",
+      "Yes"
+    ],
+    "GeneralHealth": [
+      "Excellent",
+      "Very good",
+      "Good",
+      "Fair",
+      "Poor"
+    ],
+    "HIVTesting": [
+      "No",
+      "Yes"
+    ],
+    "HadAngina": [
+      "No",
+      "Yes"
+    ],
+    "HadArthritis": [
+      "No",
+      "Yes"
+    ],
+    "HadAsthma": [
+      "No",
+      "Yes"
+    ],
+    "HadCOPD": [
+      "No",
+      "Yes"
+    ],
+    "HadDepressiveDisorder": [
+      "No",
+      "Yes"
+    ],
+    "HadDiabetes": [
+      "No",
+      "No, pre-diabetes or borderline diabetes",
+      "Yes",
+      "Yes, but only during pregnancy (female)"
+    ],
+    "HadHeartAttack": [
+      "No",
+      "Yes"
+    ],
+    "HadKidneyDisease": [
+      "No",
+      "Yes"
+    ],
+    "HadSkinCancer": [
+      "No",
+      "Yes"
+    ],
+    "HadStroke": [
+      "No",
+      "Yes"
+    ],
+    "HeartDisease": [
+      "No",
+      "Yes"
+    ],
+    "HighRiskLastYear": [
+      "No",
+      "Yes"
+    ],
+    "KidneyDisease": [
+      "No",
+      "Yes"
+    ],
+    "LastCheckupTime": [
+      "5 or more years ago",
+      "Within past 2 years (1 year but less than 2 years ago)",
+      "Within past 5 years (2 years but less than 5 years ago)",
+      "Within past year (anytime less than 12 months ago)"
+    ],
+    "PhysicalActivities": [
+      "No",
+      "Yes"
+    ],
+    "PhysicalActivity": [
+      "No",
+      "Yes"
+    ],
+    "PneumoVaxEver": [
+      "No",
+      "Yes"
+    ],
+    "Race": [
+      "American Indian/Alaskan Native",
+      "Asian",
+      "Black",
+      "Hispanic",
+      "Other",
+      "White"
+    ],
+    "RaceEthnicityCategory": [
+      "Black only, Non-Hispanic",
+      "Hispanic",
+      "Multiracial, Non-Hispanic",
+      "Other race only, Non-Hispanic",
+      "White only, Non-Hispanic"
+    ],
+    "RemovedTeeth": [
+      "1 to 5",
+      "6 or more, but not all",
+      "All",
+      "None of them"
+    ],
+    "Sex": [
+      "Female",
+      "Male"
+    ],
+    "SkinCancer": [
+      "No",
+      "Yes"
+    ],
+    "SmokerStatus": [
+      "Current smoker - now smokes every day",
+      "Current smoker - now smokes some days",
+      "Former smoker",
+      "Never smoked"
+    ],
+    "Smoking": [
+      "No",
+      "Yes"
+    ],
+    "State": [
+      "Alabama",
+      "Alaska",
+      "Arizona",
+      "Arkansas",
+      "California",
+      "Colorado",
+      "Connecticut",
+      "Delaware",
+      "District of Columbia",
+      "Florida",
+      "Georgia",
+      "Guam",
+      "Hawaii",
+      "Idaho",
+      "Illinois",
+      "Indiana",
+      "Iowa",
+      "Kansas",
+      "Kentucky",
+      "Louisiana",
+      "Maine",
+      "Maryland",
+      "Massachusetts",
+      "Michigan",
+      "Minnesota",
+      "Mississippi",
+      "Missouri",
+      "Montana",
+      "Nebraska",
+      "Nevada",
+      "New Hampshire",
+      "New Jersey",
+      "New Mexico",
+      "New York",
+      "North Carolina",
+      "North Dakota",
+      "Ohio",
+      "Oklahoma",
+      "Oregon",
+      "Pennsylvania",
+      "Puerto Rico",
+      "Rhode Island",
+      "South Carolina",
+      "South Dakota",
+      "Tennessee",
+      "Texas",
+      "Utah",
+      "Vermont",
+      "Virgin Islands",
+      "Virginia",
+      "Washington",
+      "West Virginia",
+      "Wisconsin",
+      "Wyoming"
+    ],
+    "Stroke": [
+      "No",
+      "Yes"
+    ],
+    "TetanusLast10Tdap": [
+      "No, did not receive any tetanus shot in the past 10 years",
+      "Yes, received Tdap",
+      "Yes, received tetanus shot but not sure what type",
+      "Yes, received tetanus shot, but not Tdap"
+    ]
+  }
+}
diff --git a/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_001/test_current.csv b/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_001/test_current.csv
index ef84ad92b8d786aaad84a303ef473b015f78eeee..d215c826ab056c31041a8b499da13b244527959a 100644
--- a/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_001/test_current.csv
+++ b/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_001/test_current.csv
@@ -1,16 +1,20 @@
-HeartDisease,BMI,Smoking,AlcoholDrinking,Stroke,PhysicalHealth,MentalHealth,DiffWalking,Sex,AgeCategory,Race,Diabetic,PhysicalActivity,GenHealth,SleepTime,Asthma,KidneyDisease,SkinCancer,State,GeneralHealth,PhysicalHealthDays,MentalHealthDays,LastCheckupTime,PhysicalActivities,SleepHours,RemovedTeeth,HadHeartAttack,HadAngina,HadStroke,HadAsthma,HadSkinCancer,HadCOPD,HadDepressiveDisorder,HadKidneyDisease,HadArthritis,HadDiabetes,DeafOrHardOfHearing,BlindOrVisionDifficulty,DifficultyConcentrating,DifficultyWalking,DifficultyDressingBathing,DifficultyErrands,SmokerStatus,ECigaretteUsage,ChestScan,RaceEthnicityCategory,HeightInMeters,WeightInKilograms,AlcoholDrinkers,HIVTesting,FluVaxLast12,PneumoVaxEver,TetanusLast10Tdap,HighRiskLastYear,CovidPos
-,39.86,,,,,,,Female,Age 60 to 64,,,,,,,,,Tennessee,Poor,30.0,30.0,Within past 2 years (1 year but less than 2 years ago),No,8.0,1 to 5,Yes,Yes,No,No,No,Yes,Yes,No,Yes,Yes,No,No,Yes,Yes,No,Yes,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.6,102.06,No,Yes,No,Yes,"Yes, received tetanus shot but not sure what type",No,Yes
-,21.14,,,,,,,Female,Age 80 or older,,,,,,,,,Alabama,Poor,,,Within past year (anytime less than 12 months ago),No,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,Yes,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,,"White only, Non-Hispanic",1.7,61.23,No,,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
-,29.5,,,,,,,Male,Age 70 to 74,,,,,,,,,West Virginia,Poor,5.0,0.0,Within past year (anytime less than 12 months ago),No,6.0,All,Yes,Yes,No,No,No,No,No,No,No,Yes,No,No,No,Yes,Yes,No,Current smoker - now smokes some days,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.73,88.0,No,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
-,40.42,,,,,,,Female,Age 60 to 64,,,,,,,,,Montana,Poor,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,Yes,No,No,No,No,No,No,Yes,No,Yes,No,No,No,No,No,No,Current smoker - now smokes some days,Never used e-cigarettes in my entire life,Yes,"Other race only, Non-Hispanic",1.57,100.24,No,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
-,16.27,,,,,,,Male,Age 50 to 54,,,,,,,,,Georgia,Poor,30.0,20.0,Within past year (anytime less than 12 months ago),No,5.0,1 to 5,No,No,Yes,Yes,No,Yes,Yes,No,No,No,No,Yes,Yes,Yes,Yes,Yes,Former smoker,Not at all (right now),Yes,"White only, Non-Hispanic",1.83,54.43,No,Yes,No,Yes,"Yes, received tetanus shot but not sure what type",No,No
-,48.47,,,,,,,Female,Age 50 to 54,,,,,,,,,Indiana,Poor,30.0,10.0,Within past year (anytime less than 12 months ago),No,10.0,"6 or more, but not all",No,No,No,No,No,No,No,No,Yes,Yes,No,No,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.57,120.2,No,Yes,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
-,23.75,,,,,,,Male,Age 30 to 34,,,,,,,,,Colorado,Poor,30.0,30.0,Within past 5 years (2 years but less than 5 years ago),Yes,6.0,1 to 5,No,No,No,Yes,No,No,Yes,No,No,"No, pre-diabetes or borderline diabetes",No,No,,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.91,86.18,No,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-,27.98,,,,,,,Male,Age 55 to 59,,,,,,,,,Connecticut,Poor,30.0,30.0,Within past year (anytime less than 12 months ago),Yes,5.0,1 to 5,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.78,88.45,Yes,No,No,No,"Yes, received tetanus shot but not sure what type",No,Yes
-,29.95,,,,,,,Male,Age 70 to 74,,,,,,,,,Virgin Islands,Poor,,20.0,Within past year (anytime less than 12 months ago),Yes,4.0,1 to 5,No,No,No,No,No,No,Yes,No,No,No,Yes,No,Yes,Yes,Yes,Yes,Never smoked,Never used e-cigarettes in my entire life,No,Hispanic,1.65,81.65,No,Yes,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-,27.12,,,,,,,Male,Age 75 to 79,,,,,,,,,Washington,Poor,2.0,0.0,Within past year (anytime less than 12 months ago),Yes,9.0,"6 or more, but not all",Yes,No,No,No,No,No,No,No,Yes,Yes,No,No,No,Yes,No,No,Former smoker,Not at all (right now),Yes,"White only, Non-Hispanic",1.83,90.72,No,Yes,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
-,30.0,,,,,,,Male,Age 80 or older,,,,,,,,,Minnesota,Poor,25.0,0.0,,No,12.0,None of them,,No,No,No,Yes,No,No,No,Yes,Yes,Yes,No,Yes,Yes,Yes,Yes,Never smoked,Never used e-cigarettes in my entire life,,"White only, Non-Hispanic",1.91,108.86,No,No,Yes,,"Yes, received Tdap",No,Yes
-,52.42,,,,,,,Female,Age 55 to 59,,,,,,,,,Puerto Rico,Poor,30.0,20.0,Within past 5 years (2 years but less than 5 years ago),Yes,6.0,1 to 5,No,No,No,No,No,No,Yes,No,Yes,No,No,Yes,Yes,Yes,Yes,Yes,Never smoked,Never used e-cigarettes in my entire life,No,Hispanic,1.65,142.88,No,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-,22.67,,,,,,,Female,Age 70 to 74,,,,,,,,,Washington,Poor,4.0,0.0,Within past year (anytime less than 12 months ago),Yes,12.0,None of them,No,No,No,No,No,Yes,Yes,Yes,Yes,No,No,No,No,Yes,No,No,,,,"White only, Non-Hispanic",1.6,58.06,,,,,,,
-,13.95,,,,,,,Male,Age 35 to 39,,,,,,,,,Maine,Poor,30.0,30.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,Yes,No,Yes,Current smoker - now smokes every day,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",2.13,63.5,Yes,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-,23.91,,,,,,,Female,Age 65 to 69,,,,,,,,,Washington,Poor,30.0,15.0,Within past year (anytime less than 12 months ago),No,8.0,All,No,Yes,Yes,Yes,No,Yes,Yes,Yes,Yes,No,No,No,Yes,Yes,Yes,Yes,Former smoker,Use them every day,Yes,"White only, Non-Hispanic",1.6,61.23,No,Yes,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
+HeartDisease,BMI,Smoking,AlcoholDrinking,Stroke,PhysicalHealth,MentalHealth,DiffWalking,Sex,AgeCategory,Race,Diabetic,PhysicalActivity,SleepTime,Asthma,KidneyDisease,SkinCancer,State,GeneralHealth,PhysicalHealthDays,MentalHealthDays,LastCheckupTime,PhysicalActivities,SleepHours,RemovedTeeth,HadHeartAttack,HadAngina,HadStroke,HadAsthma,HadSkinCancer,HadCOPD,HadDepressiveDisorder,HadKidneyDisease,HadArthritis,HadDiabetes,DeafOrHardOfHearing,BlindOrVisionDifficulty,DifficultyConcentrating,DifficultyWalking,DifficultyDressingBathing,DifficultyErrands,SmokerStatus,ECigaretteUsage,ChestScan,RaceEthnicityCategory,HeightInMeters,WeightInKilograms,AlcoholDrinkers,HIVTesting,FluVaxLast12,PneumoVaxEver,TetanusLast10Tdap,HighRiskLastYear,CovidPos
+,39.86,,,,,,,Female,Age 60 to 64,,,,,,,,Tennessee,Poor,30.0,30.0,Within past 2 years (1 year but less than 2 years ago),No,8.0,1 to 5,Yes,Yes,No,No,No,Yes,Yes,No,Yes,Yes,No,No,Yes,Yes,No,Yes,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.6,102.06,No,Yes,No,Yes,"Yes, received tetanus shot but not sure what type",No,Yes
+,21.14,,,,,,,Female,Age 80 or older,,,,,,,,Alabama,Poor,,,Within past year (anytime less than 12 months ago),No,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,Yes,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,,"White only, Non-Hispanic",1.7,61.23,No,,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
+Yes,29.23,No,No,Yes,20.0,20.0,No,Male,75-79,American Indian/Alaskan Native,No,Yes,8.0,No,Yes,No,,Poor,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,29.5,,,,,,,Male,Age 70 to 74,,,,,,,,West Virginia,Poor,5.0,0.0,Within past year (anytime less than 12 months ago),No,6.0,All,Yes,Yes,No,No,No,No,No,No,No,Yes,No,No,No,Yes,Yes,No,Current smoker - now smokes some days,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.73,88.0,No,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
+,40.42,,,,,,,Female,Age 60 to 64,,,,,,,,Montana,Poor,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,Yes,No,No,No,No,No,No,Yes,No,Yes,No,No,No,No,No,No,Current smoker - now smokes some days,Never used e-cigarettes in my entire life,Yes,"Other race only, Non-Hispanic",1.57,100.24,No,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
+,16.27,,,,,,,Male,Age 50 to 54,,,,,,,,Georgia,Poor,30.0,20.0,Within past year (anytime less than 12 months ago),No,5.0,1 to 5,No,No,Yes,Yes,No,Yes,Yes,No,No,No,No,Yes,Yes,Yes,Yes,Yes,Former smoker,Not at all (right now),Yes,"White only, Non-Hispanic",1.83,54.43,No,Yes,No,Yes,"Yes, received tetanus shot but not sure what type",No,No
+,48.47,,,,,,,Female,Age 50 to 54,,,,,,,,Indiana,Poor,30.0,10.0,Within past year (anytime less than 12 months ago),No,10.0,"6 or more, but not all",No,No,No,No,No,No,No,No,Yes,Yes,No,No,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.57,120.2,No,Yes,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
+,23.75,,,,,,,Male,Age 30 to 34,,,,,,,,Colorado,Poor,30.0,30.0,Within past 5 years (2 years but less than 5 years ago),Yes,6.0,1 to 5,No,No,No,Yes,No,No,Yes,No,No,"No, pre-diabetes or borderline diabetes",No,No,,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.91,86.18,No,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+,27.98,,,,,,,Male,Age 55 to 59,,,,,,,,Connecticut,Poor,30.0,30.0,Within past year (anytime less than 12 months ago),Yes,5.0,1 to 5,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.78,88.45,Yes,No,No,No,"Yes, received tetanus shot but not sure what type",No,Yes
+No,36.96,Yes,No,No,20.0,15.0,Yes,Female,45-49,White,Yes,Yes,6.0,Yes,No,No,,Poor,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,29.95,,,,,,,Male,Age 70 to 74,,,,,,,,Virgin Islands,Poor,,20.0,Within past year (anytime less than 12 months ago),Yes,4.0,1 to 5,No,No,No,No,No,No,Yes,No,No,No,Yes,No,Yes,Yes,Yes,Yes,Never smoked,Never used e-cigarettes in my entire life,No,Hispanic,1.65,81.65,No,Yes,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+,27.12,,,,,,,Male,Age 75 to 79,,,,,,,,Washington,Poor,2.0,0.0,Within past year (anytime less than 12 months ago),Yes,9.0,"6 or more, but not all",Yes,No,No,No,No,No,No,No,Yes,Yes,No,No,No,Yes,No,No,Former smoker,Not at all (right now),Yes,"White only, Non-Hispanic",1.83,90.72,No,Yes,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
+,30.0,,,,,,,Male,Age 80 or older,,,,,,,,Minnesota,Poor,25.0,0.0,,No,12.0,None of them,,No,No,No,Yes,No,No,No,Yes,Yes,Yes,No,Yes,Yes,Yes,Yes,Never smoked,Never used e-cigarettes in my entire life,,"White only, Non-Hispanic",1.91,108.86,No,No,Yes,,"Yes, received Tdap",No,Yes
+,52.42,,,,,,,Female,Age 55 to 59,,,,,,,,Puerto Rico,Poor,30.0,20.0,Within past 5 years (2 years but less than 5 years ago),Yes,6.0,1 to 5,No,No,No,No,No,No,Yes,No,Yes,No,No,Yes,Yes,Yes,Yes,Yes,Never smoked,Never used e-cigarettes in my entire life,No,Hispanic,1.65,142.88,No,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+No,24.8,No,No,No,4.0,0.0,Yes,Female,75-79,White,No,No,9.0,Yes,No,No,,Poor,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,22.67,,,,,,,Female,Age 70 to 74,,,,,,,,Washington,Poor,4.0,0.0,Within past year (anytime less than 12 months ago),Yes,12.0,None of them,No,No,No,No,No,Yes,Yes,Yes,Yes,No,No,No,No,Yes,No,No,,,,"White only, Non-Hispanic",1.6,58.06,,,,,,,
+,13.95,,,,,,,Male,Age 35 to 39,,,,,,,,Maine,Poor,30.0,30.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,Yes,No,Yes,Current smoker - now smokes every day,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",2.13,63.5,Yes,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+,23.91,,,,,,,Female,Age 65 to 69,,,,,,,,Washington,Poor,30.0,15.0,Within past year (anytime less than 12 months ago),No,8.0,All,No,Yes,Yes,Yes,No,Yes,Yes,Yes,Yes,No,No,No,Yes,Yes,Yes,Yes,Former smoker,Use them every day,Yes,"White only, Non-Hispanic",1.6,61.23,No,Yes,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
+Yes,32.55,Yes,No,Yes,30.0,15.0,Yes,Male,70-74,White,No,No,6.0,No,Yes,Yes,,Poor,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
diff --git a/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_002/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_002_current.json b/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_002/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_002_current.json
index 0370e4bc62e53f3c78526b8842368d6d76711b9c..49cf78d3727f567a88e58200868d6255dc1393f4 100644
--- a/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_002/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_002_current.json
+++ b/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_002/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_002_current.json
@@ -1,12043 +1,11853 @@
 {
-    "id": "002",
-    "task_type": "B4",
-    "subtask_type": "list",
-    "perspective": "data_holder",
-    "dataset_name": "Indicators of Heart Disease (2022 UPDATE)",
-    "table_path": "output/medical/classification/Indicators of Heart Disease (2022 UPDATE)_B4/Indicators of Heart Disease (2022 UPDATE)_B4_002/test.csv",
-    "query": "Our clinic received new annual health assessment forms. Looking at the historical patterns in the data I provided, which new applicants should we prioritize for wellness programs because their profiles most closely match patients who typically report \"Excellent\" health?",
-    "meta_info": {
-        "domain": "medical"
+  "id": "002",
+  "task_type": "B4",
+  "subtask_type": "list",
+  "perspective": "data_holder",
+  "dataset_name": "Indicators of Heart Disease (2022 UPDATE)",
+  "table_path": "output/medical/classification/Indicators of Heart Disease (2022 UPDATE)_B4/Indicators of Heart Disease (2022 UPDATE)_B4_002/test.csv",
+  "query": "Our clinic received new annual health assessment forms. Looking at the historical patterns in the data I provided, which new applicants should we prioritize for wellness programs because their profiles most closely match patients who typically report \"Excellent\" health?",
+  "meta_info": {
+    "domain": "medical"
+  },
+  "final_decision": {},
+  "what_if": {},
+  "ground_truth": {
+    "extracted_features": [
+      {
+        "scenario_id": "002",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 33.89,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 35 to 39",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Delaware",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 10.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "Yes",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "Black only, Non-Hispanic",
+          "HeightInMeters": 1.68,
+          "WeightInKilograms": 95.25,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "004",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 30.13,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "70-74",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 9.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "007",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 35.4,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 30 to 34",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Minnesota",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.7,
+          "WeightInKilograms": 102.51,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "010",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 27.26,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 25 to 29",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Tennessee",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 1.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes some days",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.78,
+          "WeightInKilograms": 86.18,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "012",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 36.81,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 3.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "70-74",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "No",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "013",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 33.67,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 50 to 54",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Arizona",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 1.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.7,
+          "WeightInKilograms": 97.52,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "014",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 39.06,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 30 to 34",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Wisconsin",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 25.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.52,
+          "WeightInKilograms": 90.72,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "018",
+        "features": {
+          "HeartDisease": "Yes",
+          "BMI": 34.17,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "Yes",
+          "PhysicalHealth": 30.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "Yes",
+          "Sex": "Male",
+          "AgeCategory": "65-69",
+          "Race": "White",
+          "Diabetic": "Yes",
+          "PhysicalActivity": "No",
+          "SleepTime": 6.0,
+          "Asthma": "No",
+          "KidneyDisease": "Yes",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Poor",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "021",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 22.27,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 70 to 74",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Kansas",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "Black only, Non-Hispanic",
+          "HeightInMeters": 1.68,
+          "WeightInKilograms": 62.6,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "024",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 23.69,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 55 to 59",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Rhode Island",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes every day",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.63,
+          "WeightInKilograms": 62.6,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "025",
+        "features": {
+          "HeartDisease": null,
+          "BMI": null,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 75 to 79",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "California",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 2.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "026",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 26.61,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 80 or older",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Illinois",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 7.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": null,
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Black only, Non-Hispanic",
+          "HeightInMeters": 1.73,
+          "WeightInKilograms": 79.38,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "029",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 20.82,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 18 to 24",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Connecticut",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 5.0,
+          "MentalHealthDays": 15.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 10.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "Black only, Non-Hispanic",
+          "HeightInMeters": 1.68,
+          "WeightInKilograms": 58.51,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "033",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 23.63,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 75 to 79",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Washington",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": null,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 10.0,
+          "RemovedTeeth": "All",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes every day",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.75,
+          "WeightInKilograms": 72.57,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "034",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 39.06,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "West Virginia",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 9.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.52,
+          "WeightInKilograms": 90.72,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "039",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 27.6,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 40 to 44",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Oregon",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 2.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.88,
+          "WeightInKilograms": 97.52,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "043",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 31.09,
+          "Smoking": "No",
+          "AlcoholDrinking": "Yes",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "55-59",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "044",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 20.36,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 30.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "70-74",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 6.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "048",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 24.56,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 70 to 74",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Kansas",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 30.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "All",
+          "HadHeartAttack": "No",
+          "HadAngina": "Yes",
+          "HadStroke": "Yes",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "Yes",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "Yes",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "Yes",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.55,
+          "WeightInKilograms": 58.97,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "049",
+        "features": {
+          "HeartDisease": "Yes",
+          "BMI": 22.76,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "70-74",
+          "Race": "White",
+          "Diabetic": "Yes",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 5.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "Yes",
+          "State": null,
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "052",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 33.38,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 50 to 54",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "New York",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 2.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.88,
+          "WeightInKilograms": 117.93,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "056",
+        "features": {
+          "HeartDisease": null,
+          "BMI": null,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 55 to 59",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Washington",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 9.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.83,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "058",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 34.87,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 25 to 29",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Ohio",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes every day",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.8,
+          "WeightInKilograms": 113.4,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "061",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 23.44,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 70 to 74",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Nebraska",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 1.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.52,
+          "WeightInKilograms": 54.43,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "062",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 36.92,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 40 to 44",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Texas",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "5 or more years ago",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "Hispanic",
+          "HeightInMeters": 1.75,
+          "WeightInKilograms": 113.4,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": "No",
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "066",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 15.59,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 25.0,
+          "MentalHealth": 5.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "45-49",
+          "Race": "White",
+          "Diabetic": "No, borderline diabetes",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 6.0,
+          "Asthma": "Yes",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "069",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 21.52,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "65-69",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "070",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 24.8,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 60 to 64",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Missouri",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.6,
+          "WeightInKilograms": 63.5,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Tested positive using home test without a health professional"
+        }
+      },
+      {
+        "scenario_id": "071",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 19.37,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 40 to 44",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Virginia",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 4.0,
+          "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Hispanic",
+          "HeightInMeters": 1.68,
+          "WeightInKilograms": 54.43,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "073",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 26.58,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Utah",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 2.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "All",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.75,
+          "WeightInKilograms": 81.65,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Tested positive using home test without a health professional"
+        }
+      },
+      {
+        "scenario_id": "074",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 35.15,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 18 to 24",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Pennsylvania",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 4.0,
+          "MentalHealthDays": 7.0,
+          "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "Hispanic",
+          "HeightInMeters": 1.52,
+          "WeightInKilograms": 81.65,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "075",
+        "features": {
+          "HeartDisease": null,
+          "BMI": null,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 35 to 39",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Maryland",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "080",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 19.77,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 35 to 39",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Texas",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 5.0,
+          "MentalHealthDays": 7.0,
+          "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "Yes",
+          "SmokerStatus": "Current smoker - now smokes some days",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.73,
+          "WeightInKilograms": 58.97,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "083",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 21.26,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 30.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "Yes",
+          "Sex": "Female",
+          "AgeCategory": "80 or older",
+          "Race": "White",
+          "Diabetic": "Yes",
+          "PhysicalActivity": "No",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "Yes",
+          "State": null,
+          "GeneralHealth": "Poor",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "085",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 42.07,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 75 to 79",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Kansas",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 9.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "Yes",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "Yes",
+          "BlindOrVisionDifficulty": "Yes",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "Yes",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.57,
+          "WeightInKilograms": 104.33,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "088",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 24.21,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 10.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "30-34",
+          "Race": "Black",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 6.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "092",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 25.42,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 40 to 44",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Florida",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "5 or more years ago",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.98,
+          "WeightInKilograms": 99.79,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "094",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 24.21,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "California",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.68,
+          "WeightInKilograms": 68.04,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "096",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 27.41,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 40 to 44",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Montana",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Multiracial, Non-Hispanic",
+          "HeightInMeters": 1.7,
+          "WeightInKilograms": 79.38,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "099",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 20.67,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 70 to 74",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Maine",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "Yes",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.75,
+          "WeightInKilograms": 63.5,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "110",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 29.05,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 70 to 74",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Pennsylvania",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 2.0,
+          "MentalHealthDays": 3.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.68,
+          "WeightInKilograms": 81.65,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "118",
+        "features": {
+          "HeartDisease": null,
+          "BMI": null,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 80 or older",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Virginia",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 2.0,
+          "MentalHealthDays": 2.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "Yes",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "Yes",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "Yes",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": null,
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.6,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "121",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 31.66,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 55 to 59",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Pennsylvania",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 5.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Hispanic",
+          "HeightInMeters": 1.85,
+          "WeightInKilograms": 108.86,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "124",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 24.37,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 30 to 34",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Maine",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "Yes",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Use them some days",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.75,
+          "WeightInKilograms": 74.84,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "Yes",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "125",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 40.18,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "West Virginia",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "Yes",
+          "HadAngina": "Yes",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.78,
+          "WeightInKilograms": 127.01,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "129",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 27.46,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 70 to 74",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "South Dakota",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 7.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 9.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "Yes",
+          "HadCOPD": "Yes",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "Hispanic",
+          "HeightInMeters": 1.65,
+          "WeightInKilograms": 74.84,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "132",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 28.06,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 4.0,
+          "MentalHealth": 15.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "25-29",
+          "Race": "Hispanic",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "133",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 27.37,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 75 to 79",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Washington",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "Yes",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.73,
+          "WeightInKilograms": 81.65,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "137",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 25.85,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "60-64",
+          "Race": "Black",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "143",
+        "features": {
+          "HeartDisease": null,
+          "BMI": null,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Washington",
+          "GeneralHealth": "Poor",
+          "PhysicalHealthDays": 30.0,
+          "MentalHealthDays": 10.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "Yes",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "148",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 37.93,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 60 to 64",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Washington",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 30.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.68,
+          "WeightInKilograms": 106.59,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": null,
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "155",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 28.89,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 75 to 79",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Colorado",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "Yes",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.73,
+          "WeightInKilograms": 86.18,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "157",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 23.06,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 3.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "35-39",
+          "Race": "Other",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 10.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "159",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 27.12,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 80 or older",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Virginia",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 2.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "Yes",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "Yes",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.83,
+          "WeightInKilograms": 90.72,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "160",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 21.52,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "80 or older",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "161",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 24.21,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 30 to 34",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Indiana",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.68,
+          "WeightInKilograms": 68.04,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "163",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 32.77,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 50 to 54",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Iowa",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No, pre-diabetes or borderline diabetes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.6,
+          "WeightInKilograms": 83.91,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "165",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 25.84,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 18 to 24",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Montana",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.7,
+          "WeightInKilograms": 74.84,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "167",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 27.05,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 60 to 64",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "California",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.85,
+          "WeightInKilograms": 92.99,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "169",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 26.89,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "70-74",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 9.0,
+          "Asthma": "Yes",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "170",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 27.06,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 10.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "75-79",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 10.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "171",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 36.02,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 30.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "Yes",
+          "Sex": "Female",
+          "AgeCategory": "35-39",
+          "Race": "Other",
+          "Diabetic": "Yes",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Poor",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "174",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 35.07,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 45 to 49",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Nebraska",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 7.0,
+          "MentalHealthDays": 5.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "Yes",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.6,
+          "WeightInKilograms": 89.81,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "176",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 18.79,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "40-44",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "179",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 38.74,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 25 to 29",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Nebraska",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 5.0,
+          "MentalHealthDays": 3.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "Yes",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.68,
+          "WeightInKilograms": 108.86,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "182",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 24.51,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 60 to 64",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Montana",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "Hispanic",
+          "HeightInMeters": 1.57,
+          "WeightInKilograms": 60.78,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "184",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 20.8,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 80 or older",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Kentucky",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "Yes",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes every day",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.65,
+          "WeightInKilograms": 56.7,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "185",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 28.8,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 14.0,
+          "MentalHealth": 3.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "70-74",
+          "Race": "American Indian/Alaskan Native",
+          "Diabetic": "No, borderline diabetes",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "Yes",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "188",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 39.16,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 10.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "55-59",
+          "Race": "Black",
+          "Diabetic": "No",
+          "PhysicalActivity": "No",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "190",
+        "features": {
+          "HeartDisease": "Yes",
+          "BMI": 33.29,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 3.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "80 or older",
+          "Race": "White",
+          "Diabetic": "Yes",
+          "PhysicalActivity": "No",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "Yes",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "191",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 34.44,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 25 to 29",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Wisconsin",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 15.0,
+          "MentalHealthDays": 10.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.78,
+          "WeightInKilograms": 108.86,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "192",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 28.32,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "South Dakota",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 10.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "Yes",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "Yes",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.63,
+          "WeightInKilograms": 74.84,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "193",
+        "features": {
+          "HeartDisease": null,
+          "BMI": null,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 80 or older",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Kansas",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 30.0,
+          "MentalHealthDays": 20.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "All",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "Yes",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "196",
+        "features": {
+          "HeartDisease": null,
+          "BMI": null,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 35 to 39",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Texas",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 4.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 4.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "201",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 24.87,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 50 to 54",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Indiana",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 10.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.57,
+          "WeightInKilograms": 61.69,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "205",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 29.95,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 15.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "30-34",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 6.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "207",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 49.18,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 60 to 64",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Illinois",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.7,
+          "WeightInKilograms": 142.43,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "209",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 27.12,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 50 to 54",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Kansas",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 1.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.83,
+          "WeightInKilograms": 90.72,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "214",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 28.34,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 40 to 44",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Nevada",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 5.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.6,
+          "WeightInKilograms": 72.57,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "215",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 21.03,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 35 to 39",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "North Carolina",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 2.0,
+          "MentalHealthDays": 5.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.57,
+          "WeightInKilograms": 52.16,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "218",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 28.5,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 80 or older",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Virginia",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 10.0,
+          "RemovedTeeth": "All",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "Yes",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "Yes",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.88,
+          "WeightInKilograms": 100.7,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "223",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 30.23,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 18 to 24",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Alaska",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": null,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 9.0,
+          "RemovedTeeth": null,
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Use them some days",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.55,
+          "WeightInKilograms": 72.57,
+          "AlcoholDrinkers": null,
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "Yes",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "226",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 22.81,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "60-64",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "231",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 24.69,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 3.0,
+          "MentalHealth": 30.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "18-24",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "232",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 25.06,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "65-69",
+          "Race": "White",
+          "Diabetic": "Yes",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "233",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 27.37,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 2.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "Yes",
+          "Sex": "Male",
+          "AgeCategory": "75-79",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "No",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "234",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 19.64,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 75 to 79",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "New York",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.65,
+          "WeightInKilograms": 53.52,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "239",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 24.8,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 25 to 29",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Iowa",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Hispanic",
+          "HeightInMeters": 1.6,
+          "WeightInKilograms": 63.5,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "250",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 33.66,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 30.0,
+          "MentalHealth": 30.0,
+          "DiffWalking": "Yes",
+          "Sex": "Female",
+          "AgeCategory": "65-69",
+          "Race": "Black",
+          "Diabetic": "No",
+          "PhysicalActivity": "No",
+          "SleepTime": 6.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "251",
+        "features": {
+          "HeartDisease": "Yes",
+          "BMI": 42.27,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "Yes",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 5.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "55-59",
+          "Race": "White",
+          "Diabetic": "Yes",
+          "PhysicalActivity": "No",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "253",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 20.67,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "Yes",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 7.0,
+          "DiffWalking": "Yes",
+          "Sex": "Female",
+          "AgeCategory": "80 or older",
+          "Race": "Hispanic",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "256",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 31.09,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 15.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "60-64",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "257",
+        "features": {
+          "HeartDisease": "Yes",
+          "BMI": 26.63,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 5.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "80 or older",
+          "Race": "White",
+          "Diabetic": "Yes",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "Yes",
+          "SkinCancer": "Yes",
+          "State": null,
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "260",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 42.07,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 25 to 29",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "North Carolina",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 25.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "5 or more years ago",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "Yes",
+          "BlindOrVisionDifficulty": "Yes",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Use them every day",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Other race only, Non-Hispanic",
+          "HeightInMeters": 1.57,
+          "WeightInKilograms": 104.33,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "Yes",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "261",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 20.34,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 2.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "45-49",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "262",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 30.83,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 70 to 74",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Minnesota",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 15.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "All",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "Yes",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "Yes",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.68,
+          "WeightInKilograms": 86.64,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "265",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 22.15,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 70 to 74",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "West Virginia",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "No",
+          "HadAngina": "Yes",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.75,
+          "WeightInKilograms": 68.04,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "266",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 19.2,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "New Jersey",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 30.0,
+          "MentalHealthDays": 5.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.75,
+          "WeightInKilograms": 58.97,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "268",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 22.15,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 30 to 34",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Missouri",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 1.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.75,
+          "WeightInKilograms": 68.04,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "270",
+        "features": {
+          "HeartDisease": null,
+          "BMI": null,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 40 to 44",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Georgia",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 5.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.73,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "275",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 36.62,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "50-54",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 4.0,
+          "Asthma": "Yes",
+          "KidneyDisease": "Yes",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "276",
+        "features": {
+          "HeartDisease": null,
+          "BMI": null,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 40 to 44",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Maryland",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 2.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Black only, Non-Hispanic",
+          "HeightInMeters": 1.65,
+          "WeightInKilograms": 136.08,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "277",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 40.77,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 30 to 34",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Nebraska",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 3.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.65,
+          "WeightInKilograms": 111.13,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "278",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 29.29,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "70-74",
+          "Race": "White",
+          "Diabetic": "Yes",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "Yes",
+          "KidneyDisease": "Yes",
+          "SkinCancer": "Yes",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "287",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 28.75,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Maryland",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 1.0,
+          "MentalHealthDays": 2.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "No",
+          "HadAngina": "Yes",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "Yes",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.91,
+          "WeightInKilograms": 104.33,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "289",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 28.06,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 35 to 39",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Indiana",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 30.0,
+          "MentalHealthDays": 30.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 12.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes every day",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Black only, Non-Hispanic",
+          "HeightInMeters": 1.75,
+          "WeightInKilograms": 86.18,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "291",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 28.75,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 60 to 64",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Pennsylvania",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.91,
+          "WeightInKilograms": 104.33,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "292",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 28.7,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 25 to 29",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "California",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Hispanic",
+          "HeightInMeters": 1.78,
+          "WeightInKilograms": 90.72,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "294",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 21.03,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 40 to 44",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Kansas",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 5.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.57,
+          "WeightInKilograms": 52.16,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "296",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 31.62,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "70-74",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "299",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 28.13,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 75 to 79",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Guam",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "Yes",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "Yes",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "Yes",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Other race only, Non-Hispanic",
+          "HeightInMeters": 1.73,
+          "WeightInKilograms": 83.91,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "305",
+        "features": {
+          "HeartDisease": null,
+          "BMI": null,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 30 to 34",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Delaware",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 3.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "Hispanic",
+          "HeightInMeters": null,
+          "WeightInKilograms": 65.32,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "306",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 33.45,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 50 to 54",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "South Carolina",
+          "GeneralHealth": "Poor",
+          "PhysicalHealthDays": 30.0,
+          "MentalHealthDays": 10.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 4.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "Yes",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "Yes",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "Yes",
+          "DifficultyErrands": "Yes",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.73,
+          "WeightInKilograms": 99.79,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "308",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 32.01,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 70 to 74",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Alaska",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 2.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 5.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.57,
+          "WeightInKilograms": 79.38,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "310",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 27.67,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 60 to 64",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Arkansas",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 5.0,
+          "RemovedTeeth": "All",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Use them every day",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.73,
+          "WeightInKilograms": 82.55,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "312",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 43.07,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "30-34",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 5.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "313",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 23.17,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 35 to 39",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Alaska",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 2.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes some days",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.63,
+          "WeightInKilograms": 61.23,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "317",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 40.6,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 60 to 64",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "New Jersey",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 30.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 10.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.73,
+          "WeightInKilograms": 121.11,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "321",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 34.33,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 35 to 39",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Washington",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 3.0,
+          "MentalHealthDays": 30.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Hispanic",
+          "HeightInMeters": 1.63,
+          "WeightInKilograms": 90.72,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "322",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 22.15,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 30 to 34",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Indiana",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 3.0,
+          "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Hispanic",
+          "HeightInMeters": 1.75,
+          "WeightInKilograms": 68.04,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "323",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 30.17,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "60-64",
+          "Race": "White",
+          "Diabetic": "Yes",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "Yes",
+          "State": null,
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "324",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 25.8,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 25 to 29",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "South Dakota",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 2.0,
+          "LastCheckupTime": null,
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.8,
+          "WeightInKilograms": 83.91,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": null,
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "325",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 38.52,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 40 to 44",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Indiana",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 10.0,
+          "MentalHealthDays": 25.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes every day",
+          "ECigaretteUsage": "Use them some days",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.88,
+          "WeightInKilograms": 136.08,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "Yes",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "328",
+        "features": {
+          "HeartDisease": "Yes",
+          "BMI": 25.82,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "Yes",
+          "PhysicalHealth": 30.0,
+          "MentalHealth": 4.0,
+          "DiffWalking": "Yes",
+          "Sex": "Male",
+          "AgeCategory": "65-69",
+          "Race": "Other",
+          "Diabetic": "Yes",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 4.0,
+          "Asthma": "No",
+          "KidneyDisease": "Yes",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Poor",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "330",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 25.84,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "35-39",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "No",
+          "SleepTime": 6.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "332",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 22.81,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "45-49",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "335",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 21.7,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "Yes",
+          "Sex": "Male",
+          "AgeCategory": "65-69",
+          "Race": "Black",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "336",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 28.34,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 80 or older",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Michigan",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.6,
+          "WeightInKilograms": 72.57,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "339",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 21.93,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 60 to 64",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Louisiana",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 15.0,
+          "MentalHealthDays": 15.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "No",
+          "HadAngina": "Yes",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.7,
+          "WeightInKilograms": 63.5,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "341",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 37.44,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 2.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "55-59",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "No",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "343",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 31.38,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 40 to 44",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Guam",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes some days",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Other race only, Non-Hispanic",
+          "HeightInMeters": 1.8,
+          "WeightInKilograms": 102.06,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "346",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 27.76,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 30.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "70-74",
+          "Race": "Asian",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "Yes",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "351",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 18.79,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 28.0,
+          "MentalHealth": 25.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "60-64",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "Yes",
+          "State": null,
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "355",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 22.96,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "70-74",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "Yes",
+          "KidneyDisease": "Yes",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "356",
+        "features": {
+          "HeartDisease": "Yes",
+          "BMI": 36.58,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 20.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "Yes",
+          "Sex": "Female",
+          "AgeCategory": "70-74",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "No",
+          "SleepTime": 7.0,
+          "Asthma": "Yes",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "360",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 31.89,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 45 to 49",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Washington",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "Yes",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Other race only, Non-Hispanic",
+          "HeightInMeters": 1.6,
+          "WeightInKilograms": 81.65,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "362",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 25.61,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 75 to 79",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Utah",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.57,
+          "WeightInKilograms": 63.5,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "368",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 25.85,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Wisconsin",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 15.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 4.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "Yes",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes some days",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "Black only, Non-Hispanic",
+          "HeightInMeters": 1.73,
+          "WeightInKilograms": 77.11,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "369",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 28.5,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 30 to 34",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Washington",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 1.0,
+          "MentalHealthDays": 25.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "Yes",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes some days",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.7,
+          "WeightInKilograms": 82.55,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "371",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 32.72,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 60 to 64",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Illinois",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 5.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.85,
+          "WeightInKilograms": 112.49,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "373",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 30.04,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 18 to 24",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Alaska",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 4.0,
+          "MentalHealthDays": 7.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.63,
+          "WeightInKilograms": 79.38,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "374",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 23.3,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "55-59",
+          "Race": "Other",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "377",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 29.16,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 40 to 44",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Iowa",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 1.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.83,
+          "WeightInKilograms": 97.52,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "383",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 14.14,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 35 to 39",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Connecticut",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 3.0,
+          "MentalHealthDays": 12.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "Black only, Non-Hispanic",
+          "HeightInMeters": 1.65,
+          "WeightInKilograms": 38.56,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "384",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 33.91,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 40 to 44",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Texas",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.83,
+          "WeightInKilograms": 113.4,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "385",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 26.78,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 55 to 59",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "New York",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 1.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "Other race only, Non-Hispanic",
+          "HeightInMeters": 1.8,
+          "WeightInKilograms": 87.09,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "386",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 29.23,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Idaho",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "All",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.6,
+          "WeightInKilograms": 74.84,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "387",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 34.33,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 50 to 54",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Kentucky",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 2.0,
+          "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.63,
+          "WeightInKilograms": 90.72,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "388",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 18.79,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 50 to 54",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Louisiana",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 3.0,
+          "MentalHealthDays": 3.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.7,
+          "WeightInKilograms": 54.43,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": null,
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "390",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 27.46,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 40 to 44",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Massachusetts",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": "Hispanic",
+          "HeightInMeters": 1.65,
+          "WeightInKilograms": 74.84,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "392",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 22.8,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 50 to 54",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Washington",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 30.0,
+          "MentalHealthDays": 5.0,
+          "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.65,
+          "WeightInKilograms": 62.14,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "396",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 29.26,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 80 or older",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Puerto Rico",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 30.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "Yes",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Hispanic",
+          "HeightInMeters": 1.57,
+          "WeightInKilograms": 72.57,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "398",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 27.96,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 7.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "80 or older",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "404",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 28.34,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 50 to 54",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Utah",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.6,
+          "WeightInKilograms": 72.57,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "405",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 32.98,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 60 to 64",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Utah",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.85,
+          "WeightInKilograms": 113.4,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "412",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 32.32,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 60 to 64",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Colorado",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.85,
+          "WeightInKilograms": 111.13,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "414",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 29.65,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 70 to 74",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Rhode Island",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 14.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.73,
+          "WeightInKilograms": 88.45,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "415",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 23.09,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 18 to 24",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Kentucky",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 7.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "Yes",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.85,
+          "WeightInKilograms": 79.38,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "418",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 21.97,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 60 to 64",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Connecticut",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 2.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 4.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.63,
+          "WeightInKilograms": 58.06,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "419",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 21.73,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 21.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "50-54",
+          "Race": "Hispanic",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "420",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 19.97,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 15.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "80 or older",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 6.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "421",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 21.61,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "25-29",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 6.0,
+          "Asthma": "Yes",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "424",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 23.03,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 80 or older",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Maine",
+          "GeneralHealth": "Poor",
+          "PhysicalHealthDays": 30.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 10.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "Yes",
+          "HadAngina": "No",
+          "HadStroke": "Yes",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "Yes",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.6,
+          "WeightInKilograms": 58.97,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "425",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 25.84,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 50 to 54",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Florida",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 3.0,
+          "MentalHealthDays": 4.0,
+          "LastCheckupTime": "5 or more years ago",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 4.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "Yes",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "Yes",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.75,
+          "WeightInKilograms": 79.38,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "431",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 24.79,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": null,
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "California",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": null,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.65,
+          "WeightInKilograms": 67.59,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "434",
+        "features": {
+          "HeartDisease": "Yes",
+          "BMI": 24.61,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 30.0,
+          "MentalHealth": 1.0,
+          "DiffWalking": "Yes",
+          "Sex": "Female",
+          "AgeCategory": "80 or older",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "No",
+          "SleepTime": 6.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Poor",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "436",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 22.5,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 3.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "65-69",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "Yes",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "438",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 26.57,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 7.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "30-34",
+          "Race": "Black",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "439",
+        "features": {
+          "HeartDisease": "Yes",
+          "BMI": 44.1,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 3.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "Yes",
+          "Sex": "Female",
+          "AgeCategory": "55-59",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "No",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "441",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 25.1,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 45 to 49",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Mississippi",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "5 or more years ago",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 10.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes every day",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Black only, Non-Hispanic",
+          "HeightInMeters": 1.75,
+          "WeightInKilograms": 77.11,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "444",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 36.62,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "55-59",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "Yes",
+          "State": null,
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "448",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 21.26,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 25 to 29",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Washington",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Other race only, Non-Hispanic",
+          "HeightInMeters": 1.6,
+          "WeightInKilograms": 54.43,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "451",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 22.3,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 55 to 59",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "New Mexico",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 30.0,
+          "MentalHealthDays": 2.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 10.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "Yes",
+          "DifficultyErrands": "Yes",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "Other race only, Non-Hispanic",
+          "HeightInMeters": 1.65,
+          "WeightInKilograms": 60.78,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "453",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 22.96,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 80 or older",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "West Virginia",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 30.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "Yes",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "Yes",
+          "BlindOrVisionDifficulty": "Yes",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "Yes",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.78,
+          "WeightInKilograms": 72.57,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "454",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 22.05,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "45-49",
+          "Race": "Hispanic",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "456",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 28.7,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 2.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "70-74",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "Yes",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "459",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 28.06,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 2.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "25-29",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 4.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "460",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 18.6,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 18 to 24",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Delaware",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 7.0,
+          "MentalHealthDays": 26.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "Multiracial, Non-Hispanic",
+          "HeightInMeters": 1.6,
+          "WeightInKilograms": 47.63,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "Yes",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "461",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 26.63,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 50 to 54",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "California",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "5 or more years ago",
+          "PhysicalActivities": "No",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "Yes",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Hispanic",
+          "HeightInMeters": 1.7,
+          "WeightInKilograms": 77.11,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "462",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 19.8,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 35 to 39",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Texas",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 15.0,
+          "MentalHealthDays": 2.0,
+          "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "Yes",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.78,
+          "WeightInKilograms": 62.6,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "465",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 29.65,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Maine",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 14.0,
+          "MentalHealthDays": 10.0,
+          "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": null,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "Yes",
+          "DifficultyErrands": "No",
+          "SmokerStatus": null,
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": 1.73,
+          "WeightInKilograms": 88.45,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "468",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 23.71,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 25 to 29",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Virgin Islands",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 2.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.8,
+          "WeightInKilograms": 77.11,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "469",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 22.71,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 18 to 24",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "New York",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 2.0,
+          "MentalHealthDays": 3.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Black only, Non-Hispanic",
+          "HeightInMeters": 1.7,
+          "WeightInKilograms": 65.77,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "470",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 30.65,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 70 to 74",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "South Carolina",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 2.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 9.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "Yes",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.83,
+          "WeightInKilograms": 102.51,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "471",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 51.92,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 1.0,
+          "MentalHealth": 15.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "18-24",
+          "Race": "White",
+          "Diabetic": "Yes",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "Yes",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "473",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 39.16,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "35-39",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "No",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "474",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 29.29,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 18 to 24",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Georgia",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "5 or more years ago",
+          "PhysicalActivities": "No",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Use them some days",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Hispanic",
+          "HeightInMeters": 1.52,
+          "WeightInKilograms": 68.04,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "477",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 21.93,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 30.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "18-24",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "Yes",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "478",
+        "features": {
+          "HeartDisease": null,
+          "BMI": null,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 50 to 54",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Ohio",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 1.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": null,
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "Yes",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes every day",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": null,
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "481",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 47.03,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 30.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "Yes",
+          "Sex": "Female",
+          "AgeCategory": "60-64",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "No",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Poor",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "482",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 19.37,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 50 to 54",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Washington",
+          "GeneralHealth": "Poor",
+          "PhysicalHealthDays": 30.0,
+          "MentalHealthDays": 20.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "No",
+          "HadAngina": "Yes",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "Yes",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "Yes",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "Yes",
+          "DifficultyErrands": "Yes",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.68,
+          "WeightInKilograms": 54.43,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "Yes",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "483",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 24.89,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 60 to 64",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "California",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 20.0,
+          "MentalHealthDays": 25.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes some days",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Hispanic",
+          "HeightInMeters": 1.63,
+          "WeightInKilograms": 65.77,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "484",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 23.67,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 35 to 39",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Alaska",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": null,
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.78,
+          "WeightInKilograms": 74.84,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "489",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 20.98,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 30 to 34",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Alaska",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.68,
+          "WeightInKilograms": 58.97,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "490",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 34.11,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 25 to 29",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Colorado",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 30.0,
+          "MentalHealthDays": 30.0,
+          "LastCheckupTime": "5 or more years ago",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.65,
+          "WeightInKilograms": 92.99,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Tested positive using home test without a health professional"
+        }
+      },
+      {
+        "scenario_id": "493",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 25.1,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "18-24",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 6.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "494",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 29.53,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 45 to 49",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "South Dakota",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 30.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "Yes",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.88,
+          "WeightInKilograms": 104.33,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "496",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 20.92,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 70 to 74",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Washington",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 3.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.8,
+          "WeightInKilograms": 68.04,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "497",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 26.13,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "75-79",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "No",
+          "SleepTime": 3.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "Yes",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "498",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 23.96,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 80 or older",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "New York",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.65,
+          "WeightInKilograms": 65.32,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      }
+    ],
+    "target_column": "GeneralHealth",
+    "task_sub_type": "classification",
+    "ranking_ground_truth": {
+      "top_k_ids": [
+        "007",
+        "026",
+        "071",
+        "088",
+        "092",
+        "157",
+        "167",
+        "176",
+        "226",
+        "322",
+        "324",
+        "330",
+        "351",
+        "362",
+        "374",
+        "385",
+        "388",
+        "404",
+        "414",
+        "415",
+        "419",
+        "420",
+        "431",
+        "444",
+        "469"
+      ]
     },
-    "final_decision": {},
-    "what_if": {},
-    "ground_truth": {
-        "extracted_features": [
-            {
-                "scenario_id": "002",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 33.89,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 35 to 39",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Delaware",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 10.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "Yes",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "Black only, Non-Hispanic",
-                    "HeightInMeters": 1.68,
-                    "WeightInKilograms": 95.25,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "004",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 30.13,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "70-74",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 9.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "007",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 35.4,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 30 to 34",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Minnesota",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.7,
-                    "WeightInKilograms": 102.51,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "010",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 27.26,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 25 to 29",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Tennessee",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 1.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes some days",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.78,
-                    "WeightInKilograms": 86.18,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "012",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 36.81,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 3.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "70-74",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "No",
-                    "GenHealth": "Very good",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "013",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 33.67,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 50 to 54",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Arizona",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 1.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.7,
-                    "WeightInKilograms": 97.52,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "014",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 39.06,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 30 to 34",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Wisconsin",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 25.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.52,
-                    "WeightInKilograms": 90.72,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "018",
-                "features": {
-                    "HeartDisease": "Yes",
-                    "BMI": 34.17,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "Yes",
-                    "PhysicalHealth": 30.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "Yes",
-                    "Sex": "Male",
-                    "AgeCategory": "65-69",
-                    "Race": "White",
-                    "Diabetic": "Yes",
-                    "PhysicalActivity": "No",
-                    "GenHealth": "Poor",
-                    "SleepTime": 6.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "Yes",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "021",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 22.27,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 70 to 74",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Kansas",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "Black only, Non-Hispanic",
-                    "HeightInMeters": 1.68,
-                    "WeightInKilograms": 62.6,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "024",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 23.69,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 55 to 59",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Rhode Island",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes every day",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.63,
-                    "WeightInKilograms": 62.6,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "025",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": null,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 75 to 79",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "California",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 2.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "026",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 26.61,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 80 or older",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Illinois",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 7.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Black only, Non-Hispanic",
-                    "HeightInMeters": 1.73,
-                    "WeightInKilograms": 79.38,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "029",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 20.82,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 18 to 24",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Connecticut",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 5.0,
-                    "MentalHealthDays": 15.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 10.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "Black only, Non-Hispanic",
-                    "HeightInMeters": 1.68,
-                    "WeightInKilograms": 58.51,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "033",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 23.63,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 75 to 79",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Washington",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 10.0,
-                    "RemovedTeeth": "All",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes every day",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.75,
-                    "WeightInKilograms": 72.57,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "034",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 39.06,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "West Virginia",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 9.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.52,
-                    "WeightInKilograms": 90.72,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "039",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 27.6,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 40 to 44",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Oregon",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 2.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.88,
-                    "WeightInKilograms": 97.52,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "043",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 31.09,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "Yes",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "55-59",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "044",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 20.36,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 30.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "70-74",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 6.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "048",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 24.56,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 70 to 74",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Kansas",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 30.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "All",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "Yes",
-                    "HadStroke": "Yes",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "Yes",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "Yes",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "Yes",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.55,
-                    "WeightInKilograms": 58.97,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "049",
-                "features": {
-                    "HeartDisease": "Yes",
-                    "BMI": 22.76,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "70-74",
-                    "Race": "White",
-                    "Diabetic": "Yes",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Fair",
-                    "SleepTime": 5.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "Yes",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "052",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 33.38,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 50 to 54",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "New York",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 2.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.88,
-                    "WeightInKilograms": 117.93,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "056",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": null,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 55 to 59",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Washington",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 9.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.83,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "058",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 34.87,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 25 to 29",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Ohio",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes every day",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.8,
-                    "WeightInKilograms": 113.4,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "061",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 23.44,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 70 to 74",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Nebraska",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 1.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.52,
-                    "WeightInKilograms": 54.43,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "062",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 36.92,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 40 to 44",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Texas",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "5 or more years ago",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "Hispanic",
-                    "HeightInMeters": 1.75,
-                    "WeightInKilograms": 113.4,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": "No",
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "066",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 15.59,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 25.0,
-                    "MentalHealth": 5.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "45-49",
-                    "Race": "White",
-                    "Diabetic": "No, borderline diabetes",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Fair",
-                    "SleepTime": 6.0,
-                    "Asthma": "Yes",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "069",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 21.52,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "65-69",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "070",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 24.8,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 60 to 64",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Missouri",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.6,
-                    "WeightInKilograms": 63.5,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Tested positive using home test without a health professional"
-                }
-            },
-            {
-                "scenario_id": "071",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 19.37,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 40 to 44",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Virginia",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 4.0,
-                    "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Hispanic",
-                    "HeightInMeters": 1.68,
-                    "WeightInKilograms": 54.43,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "073",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 26.58,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Utah",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 2.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "All",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.75,
-                    "WeightInKilograms": 81.65,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Tested positive using home test without a health professional"
-                }
-            },
-            {
-                "scenario_id": "074",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 35.15,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 18 to 24",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Pennsylvania",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 4.0,
-                    "MentalHealthDays": 7.0,
-                    "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "Hispanic",
-                    "HeightInMeters": 1.52,
-                    "WeightInKilograms": 81.65,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "075",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": null,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 35 to 39",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Maryland",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "080",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 19.77,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 35 to 39",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Texas",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 5.0,
-                    "MentalHealthDays": 7.0,
-                    "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "Yes",
-                    "SmokerStatus": "Current smoker - now smokes some days",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.73,
-                    "WeightInKilograms": 58.97,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "083",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 21.26,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 30.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "Yes",
-                    "Sex": "Female",
-                    "AgeCategory": "80 or older",
-                    "Race": "White",
-                    "Diabetic": "Yes",
-                    "PhysicalActivity": "No",
-                    "GenHealth": "Poor",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "Yes",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "085",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 42.07,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 75 to 79",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Kansas",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 9.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "Yes",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "Yes",
-                    "BlindOrVisionDifficulty": "Yes",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "Yes",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.57,
-                    "WeightInKilograms": 104.33,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "088",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 24.21,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 10.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "30-34",
-                    "Race": "Black",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Excellent",
-                    "SleepTime": 6.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "092",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 25.42,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 40 to 44",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Florida",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "5 or more years ago",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.98,
-                    "WeightInKilograms": 99.79,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "094",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 24.21,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "California",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.68,
-                    "WeightInKilograms": 68.04,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "096",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 27.41,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 40 to 44",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Montana",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Multiracial, Non-Hispanic",
-                    "HeightInMeters": 1.7,
-                    "WeightInKilograms": 79.38,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "099",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 20.67,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 70 to 74",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Maine",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "Yes",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.75,
-                    "WeightInKilograms": 63.5,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "110",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 29.05,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 70 to 74",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Pennsylvania",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 2.0,
-                    "MentalHealthDays": 3.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.68,
-                    "WeightInKilograms": 81.65,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "118",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": null,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 80 or older",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Virginia",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 2.0,
-                    "MentalHealthDays": 2.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "Yes",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "Yes",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "Yes",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.6,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "121",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 31.66,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 55 to 59",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Pennsylvania",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 5.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Hispanic",
-                    "HeightInMeters": 1.85,
-                    "WeightInKilograms": 108.86,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "124",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 24.37,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 30 to 34",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Maine",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "Yes",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Use them some days",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.75,
-                    "WeightInKilograms": 74.84,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "Yes",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "125",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 40.18,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "West Virginia",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "Yes",
-                    "HadAngina": "Yes",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.78,
-                    "WeightInKilograms": 127.01,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "129",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 27.46,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 70 to 74",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "South Dakota",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 7.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 9.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "Yes",
-                    "HadCOPD": "Yes",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "Hispanic",
-                    "HeightInMeters": 1.65,
-                    "WeightInKilograms": 74.84,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "132",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 28.06,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 4.0,
-                    "MentalHealth": 15.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "25-29",
-                    "Race": "Hispanic",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "133",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 27.37,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 75 to 79",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Washington",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "Yes",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.73,
-                    "WeightInKilograms": 81.65,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "137",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 25.85,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "60-64",
-                    "Race": "Black",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "143",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": null,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Washington",
-                    "GeneralHealth": "Poor",
-                    "PhysicalHealthDays": 30.0,
-                    "MentalHealthDays": 10.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "Yes",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "148",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 37.93,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 60 to 64",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Washington",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 30.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.68,
-                    "WeightInKilograms": 106.59,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "155",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 28.89,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 75 to 79",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Colorado",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "Yes",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.73,
-                    "WeightInKilograms": 86.18,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "157",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 23.06,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 3.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "35-39",
-                    "Race": "Other",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Excellent",
-                    "SleepTime": 10.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "159",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 27.12,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 80 or older",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Virginia",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 2.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "Yes",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "Yes",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.83,
-                    "WeightInKilograms": 90.72,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "160",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 21.52,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "80 or older",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "161",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 24.21,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 30 to 34",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Indiana",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.68,
-                    "WeightInKilograms": 68.04,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "163",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 32.77,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 50 to 54",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Iowa",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No, pre-diabetes or borderline diabetes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.6,
-                    "WeightInKilograms": 83.91,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "165",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 25.84,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 18 to 24",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Montana",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.7,
-                    "WeightInKilograms": 74.84,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "167",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 27.05,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 60 to 64",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "California",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.85,
-                    "WeightInKilograms": 92.99,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "169",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 26.89,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "70-74",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 9.0,
-                    "Asthma": "Yes",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "170",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 27.06,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 10.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "75-79",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 10.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "171",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 36.02,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 30.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "Yes",
-                    "Sex": "Female",
-                    "AgeCategory": "35-39",
-                    "Race": "Other",
-                    "Diabetic": "Yes",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Poor",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "174",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 35.07,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 45 to 49",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Nebraska",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 7.0,
-                    "MentalHealthDays": 5.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "Yes",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.6,
-                    "WeightInKilograms": 89.81,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "176",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 18.79,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "40-44",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Excellent",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "179",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 38.74,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 25 to 29",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Nebraska",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 5.0,
-                    "MentalHealthDays": 3.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "Yes",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.68,
-                    "WeightInKilograms": 108.86,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "182",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 24.51,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 60 to 64",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Montana",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "Hispanic",
-                    "HeightInMeters": 1.57,
-                    "WeightInKilograms": 60.78,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "184",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 20.8,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 80 or older",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Kentucky",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "Yes",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes every day",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.65,
-                    "WeightInKilograms": 56.7,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "185",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 28.8,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 14.0,
-                    "MentalHealth": 3.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "70-74",
-                    "Race": "American Indian/Alaskan Native",
-                    "Diabetic": "No, borderline diabetes",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 7.0,
-                    "Asthma": "Yes",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "188",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 39.16,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 10.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "55-59",
-                    "Race": "Black",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "No",
-                    "GenHealth": "Very good",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "190",
-                "features": {
-                    "HeartDisease": "Yes",
-                    "BMI": 33.29,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 3.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "80 or older",
-                    "Race": "White",
-                    "Diabetic": "Yes",
-                    "PhysicalActivity": "No",
-                    "GenHealth": "Good",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "Yes",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "191",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 34.44,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 25 to 29",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Wisconsin",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 15.0,
-                    "MentalHealthDays": 10.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.78,
-                    "WeightInKilograms": 108.86,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "192",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 28.32,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "South Dakota",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 10.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "Yes",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "Yes",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.63,
-                    "WeightInKilograms": 74.84,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "193",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": null,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 80 or older",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Kansas",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 30.0,
-                    "MentalHealthDays": 20.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "All",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "Yes",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "196",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": null,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 35 to 39",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Texas",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 4.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 4.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "201",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 24.87,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 50 to 54",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Indiana",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 10.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.57,
-                    "WeightInKilograms": 61.69,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "205",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 29.95,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 15.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "30-34",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 6.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "207",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 49.18,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 60 to 64",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Illinois",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.7,
-                    "WeightInKilograms": 142.43,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "209",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 27.12,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 50 to 54",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Kansas",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 1.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.83,
-                    "WeightInKilograms": 90.72,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "214",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 28.34,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 40 to 44",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Nevada",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 5.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.6,
-                    "WeightInKilograms": 72.57,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "215",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 21.03,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 35 to 39",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "North Carolina",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 2.0,
-                    "MentalHealthDays": 5.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.57,
-                    "WeightInKilograms": 52.16,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "218",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 28.5,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 80 or older",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Virginia",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 10.0,
-                    "RemovedTeeth": "All",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "Yes",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "Yes",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.88,
-                    "WeightInKilograms": 100.7,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "223",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 30.23,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 18 to 24",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Alaska",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 9.0,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Use them some days",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.55,
-                    "WeightInKilograms": 72.57,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "Yes",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "226",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 22.81,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "60-64",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Excellent",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "231",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 24.69,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 3.0,
-                    "MentalHealth": 30.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "18-24",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "232",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 25.06,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "65-69",
-                    "Race": "White",
-                    "Diabetic": "Yes",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "233",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 27.37,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 2.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "Yes",
-                    "Sex": "Male",
-                    "AgeCategory": "75-79",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "No",
-                    "GenHealth": "Fair",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "234",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 19.64,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 75 to 79",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "New York",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.65,
-                    "WeightInKilograms": 53.52,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "239",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 24.8,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 25 to 29",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Iowa",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Hispanic",
-                    "HeightInMeters": 1.6,
-                    "WeightInKilograms": 63.5,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "250",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 33.66,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 30.0,
-                    "MentalHealth": 30.0,
-                    "DiffWalking": "Yes",
-                    "Sex": "Female",
-                    "AgeCategory": "65-69",
-                    "Race": "Black",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "No",
-                    "GenHealth": "Good",
-                    "SleepTime": 6.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "251",
-                "features": {
-                    "HeartDisease": "Yes",
-                    "BMI": 42.27,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "Yes",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 5.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "55-59",
-                    "Race": "White",
-                    "Diabetic": "Yes",
-                    "PhysicalActivity": "No",
-                    "GenHealth": "Good",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "253",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 20.67,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "Yes",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 7.0,
-                    "DiffWalking": "Yes",
-                    "Sex": "Female",
-                    "AgeCategory": "80 or older",
-                    "Race": "Hispanic",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "256",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 31.09,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 15.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "60-64",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "257",
-                "features": {
-                    "HeartDisease": "Yes",
-                    "BMI": 26.63,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 5.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "80 or older",
-                    "Race": "White",
-                    "Diabetic": "Yes",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Fair",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "Yes",
-                    "SkinCancer": "Yes",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "260",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 42.07,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 25 to 29",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "North Carolina",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 25.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "5 or more years ago",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "Yes",
-                    "BlindOrVisionDifficulty": "Yes",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Use them every day",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Other race only, Non-Hispanic",
-                    "HeightInMeters": 1.57,
-                    "WeightInKilograms": 104.33,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "Yes",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "261",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 20.34,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 2.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "45-49",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "262",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 30.83,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 70 to 74",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Minnesota",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 15.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "All",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "Yes",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "Yes",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.68,
-                    "WeightInKilograms": 86.64,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "265",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 22.15,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 70 to 74",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "West Virginia",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "Yes",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.75,
-                    "WeightInKilograms": 68.04,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "266",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 19.2,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "New Jersey",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 30.0,
-                    "MentalHealthDays": 5.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.75,
-                    "WeightInKilograms": 58.97,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "268",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 22.15,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 30 to 34",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Missouri",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 1.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.75,
-                    "WeightInKilograms": 68.04,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "270",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": null,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 40 to 44",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Georgia",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 5.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.73,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "275",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 36.62,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "50-54",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 4.0,
-                    "Asthma": "Yes",
-                    "KidneyDisease": "Yes",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "276",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": null,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 40 to 44",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Maryland",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 2.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Black only, Non-Hispanic",
-                    "HeightInMeters": 1.65,
-                    "WeightInKilograms": 136.08,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "277",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 40.77,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 30 to 34",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Nebraska",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 3.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.65,
-                    "WeightInKilograms": 111.13,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "278",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 29.29,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "70-74",
-                    "Race": "White",
-                    "Diabetic": "Yes",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 8.0,
-                    "Asthma": "Yes",
-                    "KidneyDisease": "Yes",
-                    "SkinCancer": "Yes",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "287",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 28.75,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Maryland",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 1.0,
-                    "MentalHealthDays": 2.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "Yes",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "Yes",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.91,
-                    "WeightInKilograms": 104.33,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "289",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 28.06,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 35 to 39",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Indiana",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 30.0,
-                    "MentalHealthDays": 30.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 12.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes every day",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Black only, Non-Hispanic",
-                    "HeightInMeters": 1.75,
-                    "WeightInKilograms": 86.18,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "291",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 28.75,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 60 to 64",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Pennsylvania",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.91,
-                    "WeightInKilograms": 104.33,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "292",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 28.7,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 25 to 29",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "California",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Hispanic",
-                    "HeightInMeters": 1.78,
-                    "WeightInKilograms": 90.72,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "294",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 21.03,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 40 to 44",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Kansas",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 5.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.57,
-                    "WeightInKilograms": 52.16,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "296",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 31.62,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "70-74",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "299",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 28.13,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 75 to 79",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Guam",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "Yes",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "Yes",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "Yes",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Other race only, Non-Hispanic",
-                    "HeightInMeters": 1.73,
-                    "WeightInKilograms": 83.91,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "305",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": null,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 30 to 34",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Delaware",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 3.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "Hispanic",
-                    "HeightInMeters": null,
-                    "WeightInKilograms": 65.32,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "306",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 33.45,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 50 to 54",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "South Carolina",
-                    "GeneralHealth": "Poor",
-                    "PhysicalHealthDays": 30.0,
-                    "MentalHealthDays": 10.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 4.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "Yes",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "Yes",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "Yes",
-                    "DifficultyErrands": "Yes",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.73,
-                    "WeightInKilograms": 99.79,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "308",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 32.01,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 70 to 74",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Alaska",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 2.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 5.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.57,
-                    "WeightInKilograms": 79.38,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "310",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 27.67,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 60 to 64",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Arkansas",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 5.0,
-                    "RemovedTeeth": "All",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Use them every day",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.73,
-                    "WeightInKilograms": 82.55,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "312",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 43.07,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "30-34",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 5.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "313",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 23.17,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 35 to 39",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Alaska",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 2.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes some days",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.63,
-                    "WeightInKilograms": 61.23,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "317",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 40.6,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 60 to 64",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "New Jersey",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 30.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 10.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.73,
-                    "WeightInKilograms": 121.11,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "321",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 34.33,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 35 to 39",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Washington",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 3.0,
-                    "MentalHealthDays": 30.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Hispanic",
-                    "HeightInMeters": 1.63,
-                    "WeightInKilograms": 90.72,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "322",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 22.15,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 30 to 34",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Indiana",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 3.0,
-                    "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Hispanic",
-                    "HeightInMeters": 1.75,
-                    "WeightInKilograms": 68.04,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "323",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 30.17,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "60-64",
-                    "Race": "White",
-                    "Diabetic": "Yes",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Fair",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "Yes",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "324",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 25.8,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 25 to 29",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "South Dakota",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 2.0,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.8,
-                    "WeightInKilograms": 83.91,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": null,
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "325",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 38.52,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 40 to 44",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Indiana",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 10.0,
-                    "MentalHealthDays": 25.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes every day",
-                    "ECigaretteUsage": "Use them some days",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.88,
-                    "WeightInKilograms": 136.08,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "Yes",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "328",
-                "features": {
-                    "HeartDisease": "Yes",
-                    "BMI": 25.82,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "Yes",
-                    "PhysicalHealth": 30.0,
-                    "MentalHealth": 4.0,
-                    "DiffWalking": "Yes",
-                    "Sex": "Male",
-                    "AgeCategory": "65-69",
-                    "Race": "Other",
-                    "Diabetic": "Yes",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Poor",
-                    "SleepTime": 4.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "Yes",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "330",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 25.84,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "35-39",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "No",
-                    "GenHealth": "Excellent",
-                    "SleepTime": 6.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "332",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 22.81,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "45-49",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "335",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 21.7,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "Yes",
-                    "Sex": "Male",
-                    "AgeCategory": "65-69",
-                    "Race": "Black",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "336",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 28.34,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 80 or older",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Michigan",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.6,
-                    "WeightInKilograms": 72.57,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "339",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 21.93,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 60 to 64",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Louisiana",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 15.0,
-                    "MentalHealthDays": 15.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "Yes",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.7,
-                    "WeightInKilograms": 63.5,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "341",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 37.44,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 2.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "55-59",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "No",
-                    "GenHealth": "Very good",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "343",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 31.38,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 40 to 44",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Guam",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes some days",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Other race only, Non-Hispanic",
-                    "HeightInMeters": 1.8,
-                    "WeightInKilograms": 102.06,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "346",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 27.76,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 30.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "70-74",
-                    "Race": "Asian",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 7.0,
-                    "Asthma": "Yes",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "351",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 18.79,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 28.0,
-                    "MentalHealth": 25.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "60-64",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Excellent",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "Yes",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "355",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 22.96,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "70-74",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 8.0,
-                    "Asthma": "Yes",
-                    "KidneyDisease": "Yes",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "356",
-                "features": {
-                    "HeartDisease": "Yes",
-                    "BMI": 36.58,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 20.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "Yes",
-                    "Sex": "Female",
-                    "AgeCategory": "70-74",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "No",
-                    "GenHealth": "Fair",
-                    "SleepTime": 7.0,
-                    "Asthma": "Yes",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "360",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 31.89,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 45 to 49",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Washington",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "Yes",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Other race only, Non-Hispanic",
-                    "HeightInMeters": 1.6,
-                    "WeightInKilograms": 81.65,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "362",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 25.61,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 75 to 79",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Utah",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.57,
-                    "WeightInKilograms": 63.5,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "368",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 25.85,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Wisconsin",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 15.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 4.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "Yes",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes some days",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "Black only, Non-Hispanic",
-                    "HeightInMeters": 1.73,
-                    "WeightInKilograms": 77.11,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "369",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 28.5,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 30 to 34",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Washington",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 1.0,
-                    "MentalHealthDays": 25.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "Yes",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes some days",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.7,
-                    "WeightInKilograms": 82.55,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "371",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 32.72,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 60 to 64",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Illinois",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 5.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.85,
-                    "WeightInKilograms": 112.49,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "373",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 30.04,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 18 to 24",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Alaska",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 4.0,
-                    "MentalHealthDays": 7.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.63,
-                    "WeightInKilograms": 79.38,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "374",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 23.3,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "55-59",
-                    "Race": "Other",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Excellent",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "377",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 29.16,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 40 to 44",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Iowa",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 1.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.83,
-                    "WeightInKilograms": 97.52,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "383",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 14.14,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 35 to 39",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Connecticut",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 3.0,
-                    "MentalHealthDays": 12.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "Black only, Non-Hispanic",
-                    "HeightInMeters": 1.65,
-                    "WeightInKilograms": 38.56,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "384",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 33.91,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 40 to 44",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Texas",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.83,
-                    "WeightInKilograms": 113.4,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "385",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 26.78,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 55 to 59",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "New York",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 1.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "Other race only, Non-Hispanic",
-                    "HeightInMeters": 1.8,
-                    "WeightInKilograms": 87.09,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "386",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 29.23,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Idaho",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "All",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.6,
-                    "WeightInKilograms": 74.84,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "387",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 34.33,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 50 to 54",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Kentucky",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 2.0,
-                    "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.63,
-                    "WeightInKilograms": 90.72,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "388",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 18.79,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 50 to 54",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Louisiana",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 3.0,
-                    "MentalHealthDays": 3.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.7,
-                    "WeightInKilograms": 54.43,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": null,
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "390",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 27.46,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 40 to 44",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Massachusetts",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": "Hispanic",
-                    "HeightInMeters": 1.65,
-                    "WeightInKilograms": 74.84,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "392",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 22.8,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 50 to 54",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Washington",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 30.0,
-                    "MentalHealthDays": 5.0,
-                    "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.65,
-                    "WeightInKilograms": 62.14,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "396",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 29.26,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 80 or older",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Puerto Rico",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 30.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "Yes",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Hispanic",
-                    "HeightInMeters": 1.57,
-                    "WeightInKilograms": 72.57,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "398",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 27.96,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 7.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "80 or older",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "404",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 28.34,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 50 to 54",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Utah",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.6,
-                    "WeightInKilograms": 72.57,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "405",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 32.98,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 60 to 64",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Utah",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.85,
-                    "WeightInKilograms": 113.4,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "412",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 32.32,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 60 to 64",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Colorado",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.85,
-                    "WeightInKilograms": 111.13,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "414",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 29.65,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 70 to 74",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Rhode Island",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 14.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.73,
-                    "WeightInKilograms": 88.45,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "415",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 23.09,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 18 to 24",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Kentucky",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 7.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "Yes",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.85,
-                    "WeightInKilograms": 79.38,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "418",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 21.97,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 60 to 64",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Connecticut",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 2.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 4.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.63,
-                    "WeightInKilograms": 58.06,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "419",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 21.73,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 21.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "50-54",
-                    "Race": "Hispanic",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Excellent",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "420",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 19.97,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 15.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "80 or older",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Excellent",
-                    "SleepTime": 6.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "421",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 21.61,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "25-29",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 6.0,
-                    "Asthma": "Yes",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "424",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 23.03,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 80 or older",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Maine",
-                    "GeneralHealth": "Poor",
-                    "PhysicalHealthDays": 30.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 10.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "Yes",
-                    "HadAngina": "No",
-                    "HadStroke": "Yes",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "Yes",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.6,
-                    "WeightInKilograms": 58.97,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "425",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 25.84,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 50 to 54",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Florida",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 3.0,
-                    "MentalHealthDays": 4.0,
-                    "LastCheckupTime": "5 or more years ago",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 4.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "Yes",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "Yes",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.75,
-                    "WeightInKilograms": 79.38,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "431",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 24.79,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": null,
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "California",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": null,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.65,
-                    "WeightInKilograms": 67.59,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "434",
-                "features": {
-                    "HeartDisease": "Yes",
-                    "BMI": 24.61,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 30.0,
-                    "MentalHealth": 1.0,
-                    "DiffWalking": "Yes",
-                    "Sex": "Female",
-                    "AgeCategory": "80 or older",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "No",
-                    "GenHealth": "Poor",
-                    "SleepTime": 6.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "436",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 22.5,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 3.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "65-69",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 8.0,
-                    "Asthma": "Yes",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "438",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 26.57,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 7.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "30-34",
-                    "Race": "Black",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "439",
-                "features": {
-                    "HeartDisease": "Yes",
-                    "BMI": 44.1,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 3.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "Yes",
-                    "Sex": "Female",
-                    "AgeCategory": "55-59",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "No",
-                    "GenHealth": "Good",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "441",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 25.1,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 45 to 49",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Mississippi",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "5 or more years ago",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 10.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes every day",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Black only, Non-Hispanic",
-                    "HeightInMeters": 1.75,
-                    "WeightInKilograms": 77.11,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "444",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 36.62,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "55-59",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Excellent",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "Yes",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "448",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 21.26,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 25 to 29",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Washington",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Other race only, Non-Hispanic",
-                    "HeightInMeters": 1.6,
-                    "WeightInKilograms": 54.43,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "451",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 22.3,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 55 to 59",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "New Mexico",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 30.0,
-                    "MentalHealthDays": 2.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 10.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "Yes",
-                    "DifficultyErrands": "Yes",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "Other race only, Non-Hispanic",
-                    "HeightInMeters": 1.65,
-                    "WeightInKilograms": 60.78,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "453",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 22.96,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 80 or older",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "West Virginia",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 30.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "Yes",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "Yes",
-                    "BlindOrVisionDifficulty": "Yes",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "Yes",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.78,
-                    "WeightInKilograms": 72.57,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "454",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 22.05,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "45-49",
-                    "Race": "Hispanic",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "456",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 28.7,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 2.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "70-74",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "Yes",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "459",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 28.06,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 2.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "25-29",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Fair",
-                    "SleepTime": 4.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "460",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 18.6,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 18 to 24",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Delaware",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 7.0,
-                    "MentalHealthDays": 26.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "Multiracial, Non-Hispanic",
-                    "HeightInMeters": 1.6,
-                    "WeightInKilograms": 47.63,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "Yes",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "461",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 26.63,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 50 to 54",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "California",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "5 or more years ago",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "Yes",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Hispanic",
-                    "HeightInMeters": 1.7,
-                    "WeightInKilograms": 77.11,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "462",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 19.8,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 35 to 39",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Texas",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 15.0,
-                    "MentalHealthDays": 2.0,
-                    "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "Yes",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.78,
-                    "WeightInKilograms": 62.6,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "465",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 29.65,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Maine",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 14.0,
-                    "MentalHealthDays": 10.0,
-                    "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": null,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "Yes",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": 1.73,
-                    "WeightInKilograms": 88.45,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "468",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 23.71,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 25 to 29",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Virgin Islands",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 2.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.8,
-                    "WeightInKilograms": 77.11,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "469",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 22.71,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 18 to 24",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "New York",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 2.0,
-                    "MentalHealthDays": 3.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Black only, Non-Hispanic",
-                    "HeightInMeters": 1.7,
-                    "WeightInKilograms": 65.77,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "470",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 30.65,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 70 to 74",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "South Carolina",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 2.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 9.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "Yes",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.83,
-                    "WeightInKilograms": 102.51,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "471",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 51.92,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 1.0,
-                    "MentalHealth": 15.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "18-24",
-                    "Race": "White",
-                    "Diabetic": "Yes",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 8.0,
-                    "Asthma": "Yes",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "473",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 39.16,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "35-39",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "No",
-                    "GenHealth": "Very good",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "474",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 29.29,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 18 to 24",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Georgia",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "5 or more years ago",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Use them some days",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Hispanic",
-                    "HeightInMeters": 1.52,
-                    "WeightInKilograms": 68.04,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "477",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 21.93,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 30.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "18-24",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 8.0,
-                    "Asthma": "Yes",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "478",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": null,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 50 to 54",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Ohio",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 1.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "Yes",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes every day",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "481",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 47.03,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 30.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "Yes",
-                    "Sex": "Female",
-                    "AgeCategory": "60-64",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "No",
-                    "GenHealth": "Poor",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "482",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 19.37,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 50 to 54",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Washington",
-                    "GeneralHealth": "Poor",
-                    "PhysicalHealthDays": 30.0,
-                    "MentalHealthDays": 20.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "Yes",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "Yes",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "Yes",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "Yes",
-                    "DifficultyErrands": "Yes",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.68,
-                    "WeightInKilograms": 54.43,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "Yes",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "483",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 24.89,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 60 to 64",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "California",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 20.0,
-                    "MentalHealthDays": 25.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes some days",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Hispanic",
-                    "HeightInMeters": 1.63,
-                    "WeightInKilograms": 65.77,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "484",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 23.67,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 35 to 39",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Alaska",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.78,
-                    "WeightInKilograms": 74.84,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "489",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 20.98,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 30 to 34",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Alaska",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.68,
-                    "WeightInKilograms": 58.97,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "490",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 34.11,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 25 to 29",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Colorado",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 30.0,
-                    "MentalHealthDays": 30.0,
-                    "LastCheckupTime": "5 or more years ago",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.65,
-                    "WeightInKilograms": 92.99,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Tested positive using home test without a health professional"
-                }
-            },
-            {
-                "scenario_id": "493",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 25.1,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "18-24",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 6.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "494",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 29.53,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 45 to 49",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "South Dakota",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 30.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "Yes",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.88,
-                    "WeightInKilograms": 104.33,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "496",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 20.92,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 70 to 74",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Washington",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 3.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.8,
-                    "WeightInKilograms": 68.04,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "497",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 26.13,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "75-79",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "No",
-                    "GenHealth": "Good",
-                    "SleepTime": 3.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "Yes",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "498",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 23.96,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 80 or older",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "New York",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.65,
-                    "WeightInKilograms": 65.32,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            }
-        ],
-        "target_column": "GeneralHealth",
-        "task_sub_type": "classification",
-        "ranking_ground_truth": {
-            "top_k_ids": [
-                "007",
-                "026",
-                "071",
-                "092",
-                "167",
-                "322",
-                "324",
-                "362",
-                "385",
-                "388",
-                "404",
-                "414",
-                "415",
-                "431",
-                "469"
-            ]
-        },
-        "active_filters": [],
-        "target_class_value": "excellent"
-    },
-    "response": "",
-    "evaluation_score": {}
-}
\ No newline at end of file
+    "active_filters": [],
+    "target_class_value": "excellent"
+  },
+  "response": "",
+  "evaluation_score": {}
+}
diff --git a/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_002/current.csv b/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_002/current.csv
index 8dcaa58517655f098af3dc447b55de96684635f1..d4e6bcd9e8064dc205c41c7f2c332bc0f390af05 100644
--- a/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_002/current.csv
+++ b/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_002/current.csv
@@ -1,201 +1,201 @@
-HeartDisease,BMI,Smoking,AlcoholDrinking,Stroke,PhysicalHealth,MentalHealth,DiffWalking,Sex,AgeCategory,Race,Diabetic,PhysicalActivity,GenHealth,SleepTime,Asthma,KidneyDisease,SkinCancer,State,PhysicalHealthDays,MentalHealthDays,LastCheckupTime,PhysicalActivities,SleepHours,RemovedTeeth,HadHeartAttack,HadAngina,HadStroke,HadAsthma,HadSkinCancer,HadCOPD,HadDepressiveDisorder,HadKidneyDisease,HadArthritis,HadDiabetes,DeafOrHardOfHearing,BlindOrVisionDifficulty,DifficultyConcentrating,DifficultyWalking,DifficultyDressingBathing,DifficultyErrands,SmokerStatus,ECigaretteUsage,ChestScan,RaceEthnicityCategory,HeightInMeters,WeightInKilograms,AlcoholDrinkers,HIVTesting,FluVaxLast12,PneumoVaxEver,TetanusLast10Tdap,HighRiskLastYear,CovidPos
-,33.89,,,,,,,Female,Age 35 to 39,,,,,,,,,Delaware,10.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,1 to 5,No,No,No,Yes,No,Yes,Yes,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"Black only, Non-Hispanic",1.68,95.25,Yes,Yes,No,Yes,"Yes, received tetanus shot, but not Tdap",No,Yes
-No,30.13,No,No,No,0.0,0.0,No,Male,70-74,White,No,Yes,Very good,9.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,35.4,,,,,,,Male,Age 30 to 34,,,,,,,,,Minnesota,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.7,102.51,Yes,No,Yes,,"Yes, received tetanus shot but not sure what type",No,Yes
-,27.26,,,,,,,Male,Age 25 to 29,,,,,,,,,Tennessee,0.0,1.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,Current smoker - now smokes some days,Not at all (right now),Yes,"White only, Non-Hispanic",1.78,86.18,Yes,No,No,Yes,"Yes, received tetanus shot, but not Tdap",No,Yes
-No,36.81,No,No,No,0.0,3.0,No,Female,70-74,White,No,No,Very good,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,33.67,,,,,,,Female,Age 50 to 54,,,,,,,,,Arizona,0.0,1.0,Within past year (anytime less than 12 months ago),Yes,6.0,1 to 5,No,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.7,97.52,No,Yes,No,No,"Yes, received Tdap",No,No
-,39.06,,,,,,,Female,Age 30 to 34,,,,,,,,,Wisconsin,0.0,25.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.52,90.72,Yes,No,Yes,,"Yes, received tetanus shot but not sure what type",No,No
-Yes,34.17,No,No,Yes,30.0,0.0,Yes,Male,65-69,White,Yes,No,Poor,6.0,No,Yes,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,22.27,,,,,,,Female,Age 70 to 74,,,,,,,,,Kansas,0.0,0.0,Within past year (anytime less than 12 months ago),No,6.0,1 to 5,No,No,No,Yes,No,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"Black only, Non-Hispanic",1.68,62.6,No,Yes,No,No,"Yes, received tetanus shot but not sure what type",No,No
-,23.69,,,,,,,Female,Age 55 to 59,,,,,,,,,Rhode Island,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Current smoker - now smokes every day,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.63,62.6,Yes,Yes,No,No,"Yes, received tetanus shot but not sure what type",No,Yes
-,,,,,,,,Female,Age 75 to 79,,,,,,,,,California,2.0,0.0,Within past year (anytime less than 12 months ago),No,8.0,None of them,No,No,No,No,No,No,No,No,Yes,No,,,,,,,,,,"White only, Non-Hispanic",,,,,,,,,
-,26.61,,,,,,,Male,Age 80 or older,,,,,,,,,Illinois,7.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,,No,No,No,Yes,No,No,No,No,Yes,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"Black only, Non-Hispanic",1.73,79.38,No,Yes,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
-,20.82,,,,,,,Male,Age 18 to 24,,,,,,,,,Connecticut,5.0,15.0,Within past year (anytime less than 12 months ago),Yes,10.0,None of them,No,No,No,Yes,No,No,Yes,No,No,No,No,No,Yes,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"Black only, Non-Hispanic",1.68,58.51,No,Yes,Yes,No,"Yes, received tetanus shot but not sure what type",No,No
-,23.63,,,,,,,Male,Age 75 to 79,,,,,,,,,Washington,0.0,,Within past year (anytime less than 12 months ago),Yes,10.0,All,No,No,No,No,No,No,No,No,No,No,No,No,No,,No,No,Current smoker - now smokes every day,Not at all (right now),No,"White only, Non-Hispanic",1.75,72.57,Yes,No,Yes,,"Yes, received tetanus shot but not sure what type",No,No
-,39.06,,,,,,,Female,Age 65 to 69,,,,,,,,,West Virginia,0.0,0.0,Within past year (anytime less than 12 months ago),No,9.0,"6 or more, but not all",No,No,No,No,No,No,Yes,No,Yes,No,No,No,Yes,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.52,90.72,No,No,No,No,"Yes, received tetanus shot but not sure what type",No,No
-,27.6,,,,,,,Male,Age 40 to 44,,,,,,,,,Oregon,0.0,2.0,Within past year (anytime less than 12 months ago),Yes,8.0,"6 or more, but not all",No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.88,97.52,No,No,No,No,"Yes, received tetanus shot but not sure what type",No,No
-No,31.09,No,Yes,No,0.0,0.0,No,Female,55-59,White,No,Yes,Very good,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,20.36,Yes,No,No,30.0,0.0,No,Male,70-74,White,No,Yes,Very good,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,24.56,,,,,,,Female,Age 70 to 74,,,,,,,,,Kansas,30.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,All,No,Yes,Yes,Yes,No,Yes,No,Yes,Yes,No,No,Yes,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.55,58.97,No,No,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,Yes
-Yes,22.76,No,No,No,0.0,0.0,No,Female,70-74,White,Yes,Yes,Fair,5.0,No,No,Yes,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,33.38,,,,,,,Male,Age 50 to 54,,,,,,,,,New York,2.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.88,117.93,Yes,Yes,Yes,,"Yes, received Tdap",No,Yes
-,,,,,,,,Male,Age 55 to 59,,,,,,,,,Washington,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,9.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.83,,Yes,No,No,No,"Yes, received tetanus shot, but not Tdap",No,No
-,34.87,,,,,,,Male,Age 25 to 29,,,,,,,,,Ohio,0.0,0.0,Within past 5 years (2 years but less than 5 years ago),Yes,6.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Current smoker - now smokes every day,Not at all (right now),No,"White only, Non-Hispanic",1.8,113.4,No,No,No,,"Yes, received tetanus shot but not sure what type",No,No
-,23.44,,,,,,,Female,Age 70 to 74,,,,,,,,,Nebraska,1.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.52,54.43,Yes,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
-,36.92,,,,,,,Male,Age 40 to 44,,,,,,,,,Texas,0.0,0.0,5 or more years ago,Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,Hispanic,1.75,113.4,No,Yes,No,No,,No,
-No,15.59,Yes,No,No,25.0,5.0,No,Female,45-49,White,"No, borderline diabetes",Yes,Fair,6.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,21.52,No,No,No,0.0,0.0,No,Male,65-69,White,No,Yes,Good,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,24.8,,,,,,,Female,Age 60 to 64,,,,,,,,,Missouri,0.0,0.0,Within past year (anytime less than 12 months ago),No,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.6,63.5,Yes,No,No,No,"Yes, received Tdap",No,Tested positive using home test without a health professional
-,19.37,,,,,,,Female,Age 40 to 44,,,,,,,,,Virginia,0.0,4.0,Within past 2 years (1 year but less than 2 years ago),Yes,8.0,"6 or more, but not all",No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,Hispanic,1.68,54.43,Yes,No,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-,26.58,,,,,,,Male,Age 65 to 69,,,,,,,,,Utah,2.0,0.0,Within past 5 years (2 years but less than 5 years ago),Yes,6.0,All,No,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.75,81.65,No,No,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,Tested positive using home test without a health professional
-,35.15,,,,,,,Female,Age 18 to 24,,,,,,,,,Pennsylvania,4.0,7.0,Within past 2 years (1 year but less than 2 years ago),No,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Not at all (right now),Yes,Hispanic,1.52,81.65,No,Yes,No,No,"Yes, received tetanus shot but not sure what type",No,No
-,,,,,,,,Male,Age 35 to 39,,,,,,,,,Maryland,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,,,,,,,,,,"White only, Non-Hispanic",,,,,,,,,
-,19.77,,,,,,,Female,Age 35 to 39,,,,,,,,,Texas,5.0,7.0,Within past 2 years (1 year but less than 2 years ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Yes,Current smoker - now smokes some days,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.73,58.97,No,Yes,No,No,"Yes, received Tdap",No,No
-No,21.26,Yes,No,No,30.0,0.0,Yes,Female,80 or older,White,Yes,No,Poor,7.0,No,No,Yes,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,42.07,,,,,,,Female,Age 75 to 79,,,,,,,,,Kansas,,0.0,Within past year (anytime less than 12 months ago),Yes,9.0,None of them,No,No,No,Yes,Yes,No,No,No,Yes,Yes,Yes,Yes,No,Yes,No,Yes,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.57,104.33,No,No,No,Yes,"Yes, received tetanus shot but not sure what type",No,No
-No,24.21,No,No,No,0.0,10.0,No,Female,30-34,Black,No,Yes,Excellent,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,25.42,,,,,,,Male,Age 40 to 44,,,,,,,,,Florida,0.0,0.0,5 or more years ago,Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.98,99.79,Yes,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-,24.21,,,,,,,Female,Age 65 to 69,,,,,,,,,California,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.68,68.04,Yes,Yes,Yes,Yes,"Yes, received Tdap",No,No
-,27.41,,,,,,,Male,Age 40 to 44,,,,,,,,,Montana,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"Multiracial, Non-Hispanic",1.7,79.38,Yes,Yes,No,No,"Yes, received tetanus shot but not sure what type",No,No
-,20.67,,,,,,,Female,Age 70 to 74,,,,,,,,,Maine,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,1 to 5,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.75,63.5,No,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
-,29.05,,,,,,,Female,Age 70 to 74,,,,,,,,,Pennsylvania,2.0,3.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,No,No,No,Yes,No,No,No,No,Yes,No,No,No,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.68,81.65,No,No,Yes,Yes,"Yes, received tetanus shot, but not Tdap",No,No
-,,,,,,,,Female,Age 80 or older,,,,,,,,,Virginia,2.0,2.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,No,No,No,No,No,Yes,No,No,Yes,No,Yes,No,No,Yes,No,Yes,Former smoker,Never used e-cigarettes in my entire life,,"White only, Non-Hispanic",1.6,,Yes,No,Yes,Yes,"Yes, received Tdap",No,No
-,31.66,,,,,,,Male,Age 55 to 59,,,,,,,,,Pennsylvania,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,5.0,None of them,No,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,Hispanic,1.85,108.86,Yes,No,No,No,"Yes, received tetanus shot but not sure what type",No,Yes
-,24.37,,,,,,,Male,Age 30 to 34,,,,,,,,,Maine,0.0,0.0,Within past 5 years (2 years but less than 5 years ago),Yes,8.0,None of them,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Use them some days,No,"White only, Non-Hispanic",1.75,74.84,Yes,No,No,No,"No, did not receive any tetanus shot in the past 10 years",Yes,No
-,40.18,,,,,,,Male,Age 65 to 69,,,,,,,,,West Virginia,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,1 to 5,Yes,Yes,No,No,No,No,No,No,Yes,Yes,No,No,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.78,127.01,No,No,Yes,No,"Yes, received tetanus shot but not sure what type",No,No
-,27.46,,,,,,,Female,Age 70 to 74,,,,,,,,,South Dakota,0.0,7.0,Within past year (anytime less than 12 months ago),Yes,9.0,1 to 5,No,No,No,No,Yes,Yes,No,No,Yes,No,No,No,No,No,No,No,Former smoker,Not at all (right now),Yes,Hispanic,1.65,74.84,Yes,No,No,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
-No,28.06,No,No,No,4.0,15.0,No,Male,25-29,Hispanic,No,Yes,Good,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,27.37,,,,,,,Male,Age 75 to 79,,,,,,,,,Washington,0.0,0.0,Within past 2 years (1 year but less than 2 years ago),Yes,8.0,None of them,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.73,81.65,Yes,No,Yes,Yes,"Yes, received Tdap",No,No
-No,25.85,Yes,No,No,0.0,0.0,No,Male,60-64,Black,No,Yes,Good,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,,,,,,,,Male,Age 65 to 69,,,,,,,,,Washington,30.0,10.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,Yes,No,Yes,No,No,No,No,,,,,,,,,,"White only, Non-Hispanic",,,,,,,,,
-,37.93,,,,,,,Female,Age 60 to 64,,,,,,,,,Washington,0.0,30.0,Within past year (anytime less than 12 months ago),No,7.0,1 to 5,No,No,No,Yes,No,No,Yes,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.68,106.59,No,Yes,,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-,28.89,,,,,,,Male,Age 75 to 79,,,,,,,,,Colorado,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,1 to 5,No,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.73,86.18,Yes,No,No,Yes,"Yes, received Tdap",No,Yes
-No,23.06,Yes,No,No,3.0,0.0,No,Male,35-39,Other,No,Yes,Excellent,10.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,27.12,,,,,,,Male,Age 80 or older,,,,,,,,,Virginia,2.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,No,No,No,No,No,No,No,Yes,Yes,Yes,Yes,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.83,90.72,No,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
-No,21.52,No,No,No,0.0,0.0,No,Male,80 or older,White,No,Yes,Very good,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,24.21,,,,,,,Male,Age 30 to 34,,,,,,,,,Indiana,0.0,0.0,Within past 5 years (2 years but less than 5 years ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.68,68.04,Yes,No,Yes,Yes,"Yes, received Tdap",No,No
-,32.77,,,,,,,Female,Age 50 to 54,,,,,,,,,Iowa,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,"No, pre-diabetes or borderline diabetes",No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.6,83.91,No,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
-,25.84,,,,,,,Male,Age 18 to 24,,,,,,,,,Montana,0.0,0.0,Within past 5 years (2 years but less than 5 years ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.7,74.84,Yes,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
-,27.05,,,,,,,Male,Age 60 to 64,,,,,,,,,California,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.85,92.99,No,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,Yes
-No,26.89,No,No,No,0.0,0.0,No,Female,70-74,White,No,Yes,Very good,9.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,27.06,Yes,No,No,10.0,0.0,No,Male,75-79,White,No,Yes,Very good,10.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,36.02,Yes,No,No,30.0,0.0,Yes,Female,35-39,Other,Yes,Yes,Poor,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,35.07,,,,,,,Female,Age 45 to 49,,,,,,,,,Nebraska,7.0,5.0,Within past year (anytime less than 12 months ago),No,8.0,None of them,No,No,No,No,Yes,No,Yes,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.6,89.81,No,No,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
-No,18.79,No,No,No,0.0,0.0,No,Female,40-44,White,No,Yes,Excellent,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,38.74,,,,,,,Female,Age 25 to 29,,,,,,,,,Nebraska,5.0,3.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,Yes,No,No,Yes,No,No,No,No,No,Yes,No,No,Yes,Former smoker,Not at all (right now),No,"White only, Non-Hispanic",1.68,108.86,Yes,Yes,Yes,No,"Yes, received Tdap",No,No
-,24.51,,,,,,,Female,Age 60 to 64,,,,,,,,,Montana,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,Hispanic,1.57,60.78,Yes,Yes,Yes,Yes,"Yes, received Tdap",No,No
-,20.8,,,,,,,Female,Age 80 or older,,,,,,,,,Kentucky,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,Yes,No,No,No,Yes,No,No,No,No,No,No,No,Current smoker - now smokes every day,Not at all (right now),No,"White only, Non-Hispanic",1.65,56.7,No,No,Yes,Yes,"Yes, received tetanus shot, but not Tdap",No,Yes
-No,28.8,Yes,No,No,14.0,3.0,No,Male,70-74,American Indian/Alaskan Native,"No, borderline diabetes",Yes,Good,7.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,39.16,No,No,No,0.0,10.0,No,Female,55-59,Black,No,No,Very good,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-Yes,33.29,Yes,No,No,0.0,3.0,No,Female,80 or older,White,Yes,No,Good,8.0,No,No,Yes,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,34.44,,,,,,,Male,Age 25 to 29,,,,,,,,,Wisconsin,15.0,10.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.78,108.86,Yes,Yes,Yes,No,"Yes, received Tdap",No,Yes
-,28.32,,,,,,,Female,Age 65 to 69,,,,,,,,,South Dakota,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,10.0,"6 or more, but not all",Yes,No,No,No,No,No,No,Yes,Yes,Yes,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.63,74.84,No,Yes,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
-,,,,,,,,Male,Age 80 or older,,,,,,,,,Kansas,30.0,20.0,Within past year (anytime less than 12 months ago),No,7.0,All,No,No,No,No,No,No,No,Yes,Yes,No,,,,,,,,,,"White only, Non-Hispanic",,,,,,,,,
-,,,,,,,,Female,Age 35 to 39,,,,,,,,,Texas,4.0,0.0,Within past year (anytime less than 12 months ago),Yes,4.0,None of them,No,No,No,No,No,No,No,No,No,No,,,,,,,,,,,,,,,,,,,
-,24.87,,,,,,,Female,Age 50 to 54,,,,,,,,,Indiana,10.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,Yes,No,No,No,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.57,61.69,No,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
-No,29.95,No,No,No,0.0,15.0,No,Female,30-34,White,No,Yes,Very good,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,49.18,,,,,,,Female,Age 60 to 64,,,,,,,,,Illinois,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,Yes,Yes,No,No,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.7,142.43,Yes,No,No,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
-,27.12,,,,,,,Male,Age 50 to 54,,,,,,,,,Kansas,1.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.83,90.72,Yes,Yes,Yes,No,"Yes, received Tdap",No,No
-,28.34,,,,,,,Female,Age 40 to 44,,,,,,,,,Nevada,0.0,5.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.6,72.57,Yes,Yes,No,No,"Yes, received Tdap",No,No
-,21.03,,,,,,,Female,Age 35 to 39,,,,,,,,,North Carolina,2.0,5.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.57,52.16,No,Yes,Yes,No,"Yes, received Tdap",No,No
-,28.5,,,,,,,Male,Age 80 or older,,,,,,,,,Virginia,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,10.0,All,No,No,No,No,No,Yes,No,No,Yes,No,Yes,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.88,100.7,Yes,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
-,30.23,,,,,,,Female,Age 18 to 24,,,,,,,,,Alaska,0.0,,Within past year (anytime less than 12 months ago),Yes,9.0,,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Use them some days,No,"White only, Non-Hispanic",1.55,72.57,,No,No,No,"No, did not receive any tetanus shot in the past 10 years",Yes,Yes
-No,22.81,No,No,No,0.0,0.0,No,Female,60-64,White,No,Yes,Excellent,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,24.69,No,No,No,3.0,30.0,No,Female,18-24,White,No,Yes,Good,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,25.06,No,No,No,0.0,0.0,No,Female,65-69,White,Yes,Yes,Very good,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,27.37,No,No,No,2.0,0.0,Yes,Male,75-79,White,No,No,Fair,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,19.64,,,,,,,Female,Age 75 to 79,,,,,,,,,New York,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Not at all (right now),Yes,"White only, Non-Hispanic",1.65,53.52,No,Yes,Yes,Yes,"Yes, received Tdap",No,No
-,24.8,,,,,,,Female,Age 25 to 29,,,,,,,,,Iowa,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,Hispanic,1.6,63.5,Yes,Yes,Yes,,"Yes, received tetanus shot but not sure what type",No,No
-No,33.66,No,No,No,30.0,30.0,Yes,Female,65-69,Black,No,No,Good,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-Yes,42.27,Yes,No,Yes,0.0,5.0,No,Female,55-59,White,Yes,No,Good,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,20.67,Yes,Yes,No,0.0,7.0,Yes,Female,80 or older,Hispanic,No,Yes,Good,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,31.09,Yes,No,No,0.0,15.0,No,Female,60-64,White,No,Yes,Very good,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-Yes,26.63,No,No,No,5.0,0.0,No,Female,80 or older,White,Yes,Yes,Fair,8.0,No,Yes,Yes,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,42.07,,,,,,,Male,Age 25 to 29,,,,,,,,,North Carolina,25.0,0.0,5 or more years ago,Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,Yes,Yes,Yes,Yes,No,No,Former smoker,Use them every day,No,"Other race only, Non-Hispanic",1.57,104.33,Yes,No,No,No,"No, did not receive any tetanus shot in the past 10 years",Yes,No
-No,20.34,No,No,No,0.0,2.0,No,Male,45-49,White,No,Yes,Very good,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,30.83,,,,,,,Male,Age 70 to 74,,,,,,,,,Minnesota,15.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,All,No,No,No,No,No,Yes,No,No,Yes,No,Yes,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.68,86.64,No,Yes,No,No,"Yes, received tetanus shot but not sure what type",No,No
-,22.15,,,,,,,Female,Age 70 to 74,,,,,,,,,West Virginia,,0.0,Within past year (anytime less than 12 months ago),No,6.0,"6 or more, but not all",No,Yes,No,No,No,No,No,No,Yes,No,No,No,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.75,68.04,No,No,No,Yes,"Yes, received tetanus shot but not sure what type",No,No
-,19.2,,,,,,,Male,Age 65 to 69,,,,,,,,,New Jersey,30.0,5.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.75,58.97,Yes,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
-,22.15,,,,,,,Female,Age 30 to 34,,,,,,,,,Missouri,1.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,Yes,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.75,68.04,No,No,Yes,Yes,,No,Yes
-,,,,,,,,Female,Age 40 to 44,,,,,,,,,Georgia,5.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Former smoker,Not at all (right now),No,"White only, Non-Hispanic",1.73,,No,Yes,No,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
-No,36.62,Yes,No,No,0.0,0.0,No,Male,50-54,White,No,Yes,Good,4.0,Yes,Yes,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,,,,,,,,Female,Age 40 to 44,,,,,,,,,Maryland,0.0,2.0,Within past year (anytime less than 12 months ago),No,8.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"Black only, Non-Hispanic",1.65,136.08,No,Yes,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
-,40.77,,,,,,,Female,Age 30 to 34,,,,,,,,,Nebraska,0.0,3.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,Yes,No,No,No,No,No,Yes,No,No,No,Never smoked,Not at all (right now),Yes,"White only, Non-Hispanic",1.65,111.13,Yes,No,Yes,No,"Yes, received Tdap",No,Yes
-No,29.29,Yes,No,No,0.0,0.0,No,Female,70-74,White,Yes,Yes,Good,8.0,Yes,Yes,Yes,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,28.75,,,,,,,Male,Age 65 to 69,,,,,,,,,Maryland,1.0,2.0,Within past year (anytime less than 12 months ago),Yes,7.0,"6 or more, but not all",No,Yes,No,No,Yes,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Not at all (right now),Yes,"White only, Non-Hispanic",1.91,104.33,,,Yes,Yes,"Yes, received tetanus shot but not sure what type",,
-,28.06,,,,,,,Male,Age 35 to 39,,,,,,,,,Indiana,30.0,30.0,Within past year (anytime less than 12 months ago),No,12.0,None of them,No,No,No,Yes,No,No,No,No,No,No,No,No,Yes,No,No,No,Current smoker - now smokes every day,Never used e-cigarettes in my entire life,No,"Black only, Non-Hispanic",1.75,86.18,No,Yes,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-,28.75,,,,,,,Male,Age 60 to 64,,,,,,,,,Pennsylvania,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,"6 or more, but not all",No,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,Former smoker,Not at all (right now),Yes,"White only, Non-Hispanic",1.91,104.33,No,No,Yes,No,"Yes, received tetanus shot but not sure what type",No,No
-,28.7,,,,,,,Male,Age 25 to 29,,,,,,,,,California,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,Hispanic,1.78,90.72,Yes,Yes,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-,21.03,,,,,,,Female,Age 40 to 44,,,,,,,,,Kansas,0.0,5.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.57,52.16,,,,,,,
-No,31.62,Yes,No,No,0.0,0.0,No,Female,70-74,White,No,Yes,Good,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,28.13,,,,,,,Male,Age 75 to 79,,,,,,,,,Guam,0.0,0.0,Within past year (anytime less than 12 months ago),No,8.0,None of them,No,Yes,No,No,Yes,No,No,No,Yes,Yes,No,Yes,No,Yes,No,No,Never smoked,Not at all (right now),No,"Other race only, Non-Hispanic",1.73,83.91,Yes,No,Yes,No,"Yes, received Tdap",No,No
-,,,,,,,,Female,Age 30 to 34,,,,,,,,,Delaware,3.0,0.0,Within past 2 years (1 year but less than 2 years ago),No,8.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,Hispanic,,65.32,No,Yes,No,No,"Yes, received Tdap",No,No
-,33.45,,,,,,,Female,Age 50 to 54,,,,,,,,,South Carolina,30.0,10.0,Within past year (anytime less than 12 months ago),No,4.0,"6 or more, but not all",No,No,No,No,No,No,Yes,Yes,Yes,No,No,Yes,Yes,Yes,Yes,Yes,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.73,99.79,No,Yes,No,No,"Yes, received tetanus shot but not sure what type",No,Yes
-,32.01,,,,,,,Female,Age 70 to 74,,,,,,,,,Alaska,0.0,2.0,Within past year (anytime less than 12 months ago),No,5.0,None of them,No,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.57,79.38,No,No,No,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
-,27.67,,,,,,,Male,Age 60 to 64,,,,,,,,,Arkansas,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,5.0,All,No,No,No,No,No,No,No,No,Yes,Yes,No,No,No,No,No,No,Former smoker,Use them every day,Yes,"White only, Non-Hispanic",1.73,82.55,Yes,No,No,Yes,"Yes, received tetanus shot but not sure what type",No,No
-No,43.07,Yes,No,No,0.0,0.0,No,Male,30-34,White,No,Yes,Good,5.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,23.17,,,,,,,Female,Age 35 to 39,,,,,,,,,Alaska,2.0,0.0,Within past 5 years (2 years but less than 5 years ago),Yes,8.0,None of them,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,Current smoker - now smokes some days,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.63,61.23,Yes,No,No,No,"Yes, received tetanus shot, but not Tdap",No,No
-,40.6,,,,,,,Female,Age 60 to 64,,,,,,,,,New Jersey,0.0,30.0,Within past year (anytime less than 12 months ago),No,10.0,1 to 5,No,No,No,Yes,No,No,Yes,No,Yes,No,No,No,No,No,No,No,Former smoker,Not at all (right now),No,"White only, Non-Hispanic",1.73,121.11,Yes,No,Yes,Yes,"Yes, received Tdap",No,No
-,34.33,,,,,,,Female,Age 35 to 39,,,,,,,,,Washington,3.0,30.0,Within past year (anytime less than 12 months ago),No,7.0,1 to 5,No,No,No,No,No,No,Yes,No,No,No,No,No,Yes,No,No,No,Former smoker,Not at all (right now),No,Hispanic,1.63,90.72,No,Yes,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-,22.15,,,,,,,Male,Age 30 to 34,,,,,,,,,Indiana,0.0,3.0,Within past 2 years (1 year but less than 2 years ago),Yes,7.0,None of them,No,No,No,No,No,No,Yes,No,No,No,No,No,Yes,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,Hispanic,1.75,68.04,Yes,Yes,No,No,"Yes, received tetanus shot but not sure what type",No,No
-No,30.17,Yes,No,No,0.0,0.0,No,Male,60-64,White,Yes,Yes,Fair,7.0,No,No,Yes,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,25.8,,,,,,,Male,Age 25 to 29,,,,,,,,,South Dakota,0.0,2.0,,Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.8,83.91,No,,No,,"No, did not receive any tetanus shot in the past 10 years",No,Yes
-,38.52,,,,,,,Male,Age 40 to 44,,,,,,,,,Indiana,10.0,25.0,Within past year (anytime less than 12 months ago),Yes,8.0,"6 or more, but not all",No,No,No,No,No,No,Yes,No,Yes,Yes,No,No,No,Yes,No,No,Current smoker - now smokes every day,Use them some days,Yes,"White only, Non-Hispanic",1.88,136.08,Yes,Yes,No,No,"Yes, received Tdap",Yes,No
-Yes,25.82,No,No,Yes,30.0,4.0,Yes,Male,65-69,Other,Yes,Yes,Poor,4.0,No,Yes,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,25.84,No,No,No,0.0,0.0,No,Male,35-39,White,No,No,Excellent,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,22.81,Yes,No,No,0.0,0.0,No,Male,45-49,White,No,Yes,Very good,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,21.7,Yes,No,No,0.0,0.0,Yes,Male,65-69,Black,No,Yes,Good,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,28.34,,,,,,,Female,Age 80 or older,,,,,,,,,Michigan,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,"6 or more, but not all",No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.6,72.57,Yes,No,Yes,Yes,"Yes, received Tdap",No,No
-,21.93,,,,,,,Male,Age 60 to 64,,,,,,,,,Louisiana,15.0,15.0,Within past year (anytime less than 12 months ago),Yes,6.0,"6 or more, but not all",No,Yes,No,No,No,No,Yes,No,Yes,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.7,63.5,No,Yes,Yes,,"Yes, received tetanus shot but not sure what type",No,No
-No,37.44,Yes,No,No,0.0,2.0,No,Female,55-59,White,No,No,Very good,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,31.38,,,,,,,Male,Age 40 to 44,,,,,,,,,Guam,0.0,0.0,Within past 2 years (1 year but less than 2 years ago),Yes,6.0,None of them,No,No,No,Yes,No,No,No,No,No,No,No,No,No,No,No,No,Current smoker - now smokes some days,Not at all (right now),No,"Other race only, Non-Hispanic",1.8,102.06,Yes,No,No,No,"Yes, received tetanus shot but not sure what type",No,Yes
-No,27.76,Yes,No,No,30.0,0.0,No,Male,70-74,Asian,No,Yes,Good,7.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,18.79,No,No,No,28.0,25.0,No,Female,60-64,White,No,Yes,Excellent,8.0,No,No,Yes,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,22.96,Yes,No,No,0.0,0.0,No,Male,70-74,White,No,Yes,Good,8.0,Yes,Yes,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-Yes,36.58,No,No,No,20.0,0.0,Yes,Female,70-74,White,No,No,Fair,7.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,31.89,,,,,,,Female,Age 45 to 49,,,,,,,,,Washington,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,Yes,No,No,No,No,Yes,No,Yes,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"Other race only, Non-Hispanic",1.6,81.65,Yes,Yes,Yes,Yes,"Yes, received Tdap",No,Yes
-,25.61,,,,,,,Female,Age 75 to 79,,,,,,,,,Utah,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.57,63.5,No,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
-,25.85,,,,,,,Female,Age 65 to 69,,,,,,,,,Wisconsin,15.0,0.0,Within past 5 years (2 years but less than 5 years ago),Yes,4.0,1 to 5,No,No,No,Yes,No,Yes,No,No,Yes,No,No,No,No,Yes,No,No,Current smoker - now smokes some days,Never used e-cigarettes in my entire life,Yes,"Black only, Non-Hispanic",1.73,77.11,Yes,Yes,No,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
-,28.5,,,,,,,Female,Age 30 to 34,,,,,,,,,Washington,1.0,25.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,Yes,No,Yes,Yes,No,No,No,No,No,No,No,No,No,Current smoker - now smokes some days,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.7,82.55,Yes,Yes,No,No,"Yes, received tetanus shot but not sure what type",No,No
-,32.72,,,,,,,Male,Age 60 to 64,,,,,,,,,Illinois,0.0,0.0,Within past year (anytime less than 12 months ago),No,5.0,1 to 5,No,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.85,112.49,Yes,No,Yes,Yes,"Yes, received Tdap",No,No
-,30.04,,,,,,,Female,Age 18 to 24,,,,,,,,,Alaska,4.0,7.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.63,79.38,No,No,Yes,Yes,"Yes, received tetanus shot, but not Tdap",No,No
-No,23.3,No,No,No,0.0,0.0,No,Male,55-59,Other,No,Yes,Excellent,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,29.16,,,,,,,Male,Age 40 to 44,,,,,,,,,Iowa,1.0,0.0,Within past 2 years (1 year but less than 2 years ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Not at all (right now),No,"White only, Non-Hispanic",1.83,97.52,No,Yes,Yes,,"Yes, received Tdap",No,Yes
-,14.14,,,,,,,Female,Age 35 to 39,,,,,,,,,Connecticut,3.0,12.0,Within past year (anytime less than 12 months ago),No,6.0,"6 or more, but not all",No,No,No,Yes,No,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"Black only, Non-Hispanic",1.65,38.56,No,No,Yes,No,"Yes, received tetanus shot but not sure what type",No,Yes
-,33.91,,,,,,,Male,Age 40 to 44,,,,,,,,,Texas,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.83,113.4,Yes,No,Yes,No,"Yes, received tetanus shot but not sure what type",No,No
-,26.78,,,,,,,Male,Age 55 to 59,,,,,,,,,New York,1.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,No,No,No,Yes,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"Other race only, Non-Hispanic",1.8,87.09,Yes,No,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-,29.23,,,,,,,Female,Age 65 to 69,,,,,,,,,Idaho,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,All,No,No,No,Yes,No,No,No,No,Yes,Yes,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.6,74.84,No,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-,34.33,,,,,,,Female,Age 50 to 54,,,,,,,,,Kentucky,0.0,2.0,Within past 2 years (1 year but less than 2 years ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.63,90.72,Yes,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-,18.79,,,,,,,Female,Age 50 to 54,,,,,,,,,Louisiana,3.0,3.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.7,54.43,Yes,,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
-,27.46,,,,,,,Male,Age 40 to 44,,,,,,,,,Massachusetts,,,Within past year (anytime less than 12 months ago),No,7.0,None of them,No,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,,,,,Hispanic,1.65,74.84,Yes,No,No,No,,No,No
-,22.8,,,,,,,Female,Age 50 to 54,,,,,,,,,Washington,30.0,5.0,Within past 2 years (1 year but less than 2 years ago),Yes,7.0,None of them,No,No,No,Yes,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.65,62.14,Yes,Yes,Yes,No,"Yes, received Tdap",No,No
-,29.26,,,,,,,Female,Age 80 or older,,,,,,,,,Puerto Rico,30.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,"6 or more, but not all",No,No,No,No,No,Yes,No,No,No,Yes,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,Hispanic,1.57,72.57,No,Yes,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
-No,27.96,No,No,No,0.0,7.0,No,Female,80 or older,White,No,Yes,Good,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,28.34,,,,,,,Female,Age 50 to 54,,,,,,,,,Utah,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,,,,,,,,,,"White only, Non-Hispanic",1.6,72.57,,,,,,,
-,32.98,,,,,,,Male,Age 60 to 64,,,,,,,,,Utah,0.0,0.0,Within past 2 years (1 year but less than 2 years ago),Yes,8.0,"6 or more, but not all",No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.85,113.4,No,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
-,32.32,,,,,,,Male,Age 60 to 64,,,,,,,,,Colorado,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,1 to 5,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Not at all (right now),No,"White only, Non-Hispanic",1.85,111.13,Yes,Yes,No,No,"Yes, received Tdap",No,Yes
-,29.65,,,,,,,Male,Age 70 to 74,,,,,,,,,Rhode Island,14.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.73,88.45,Yes,No,Yes,No,"Yes, received tetanus shot but not sure what type",No,No
-,23.09,,,,,,,Male,Age 18 to 24,,,,,,,,,Kentucky,0.0,7.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,Yes,No,No,No,No,Yes,No,No,No,No,Never smoked,Not at all (right now),Yes,"White only, Non-Hispanic",1.85,79.38,Yes,No,No,No,"Yes, received Tdap",No,Yes
-,21.97,,,,,,,Female,Age 60 to 64,,,,,,,,,Connecticut,0.0,2.0,Within past year (anytime less than 12 months ago),Yes,4.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.63,58.06,Yes,Yes,Yes,No,"Yes, received Tdap",No,Yes
-No,21.73,No,No,No,21.0,0.0,No,Female,50-54,Hispanic,No,Yes,Excellent,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,19.97,No,No,No,0.0,15.0,No,Female,80 or older,White,No,Yes,Excellent,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,21.61,No,No,No,0.0,0.0,No,Male,25-29,White,No,Yes,Very good,6.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,23.03,,,,,,,Female,Age 80 or older,,,,,,,,,Maine,30.0,0.0,Within past year (anytime less than 12 months ago),No,10.0,None of them,Yes,No,Yes,Yes,No,Yes,No,No,No,No,No,No,No,Yes,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.6,58.97,No,No,No,No,"Yes, received tetanus shot but not sure what type",No,No
-,25.84,,,,,,,Male,Age 50 to 54,,,,,,,,,Florida,3.0,4.0,5 or more years ago,Yes,4.0,None of them,No,No,No,Yes,No,No,No,No,Yes,No,No,Yes,Yes,No,Yes,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.75,79.38,Yes,Yes,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-,24.79,,,,,,,Female,,,,,,,,,,California,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.65,67.59,Yes,Yes,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-Yes,24.61,Yes,No,No,30.0,1.0,Yes,Female,80 or older,White,No,No,Poor,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,22.5,No,No,No,3.0,0.0,No,Female,65-69,White,No,Yes,Very good,8.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,26.57,No,No,No,0.0,7.0,No,Female,30-34,Black,No,Yes,Good,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-Yes,44.1,No,No,No,3.0,0.0,Yes,Female,55-59,White,No,No,Good,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,25.1,,,,,,,Male,Age 45 to 49,,,,,,,,,Mississippi,0.0,0.0,5 or more years ago,Yes,10.0,"6 or more, but not all",No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Current smoker - now smokes every day,Never used e-cigarettes in my entire life,No,"Black only, Non-Hispanic",1.75,77.11,Yes,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-No,36.62,Yes,No,No,0.0,0.0,No,Male,55-59,White,No,Yes,Excellent,8.0,No,No,Yes,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,21.26,,,,,,,Female,Age 25 to 29,,,,,,,,,Washington,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"Other race only, Non-Hispanic",1.6,54.43,Yes,No,No,No,"Yes, received Tdap",No,No
-,22.3,,,,,,,Female,Age 55 to 59,,,,,,,,,New Mexico,30.0,2.0,Within past year (anytime less than 12 months ago),No,10.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Yes,Yes,Never smoked,Never used e-cigarettes in my entire life,Yes,"Other race only, Non-Hispanic",1.65,60.78,No,No,Yes,No,"Yes, received tetanus shot but not sure what type",No,No
-,22.96,,,,,,,Male,Age 80 or older,,,,,,,,,West Virginia,30.0,0.0,Within past year (anytime less than 12 months ago),No,8.0,"6 or more, but not all",No,No,No,No,Yes,No,No,No,Yes,No,Yes,Yes,No,Yes,No,Yes,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.78,72.57,No,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
-No,22.05,No,No,No,0.0,0.0,No,Male,45-49,Hispanic,No,Yes,Very good,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,28.7,No,No,No,2.0,0.0,No,Male,70-74,White,No,Yes,Good,7.0,No,Yes,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,28.06,Yes,No,No,2.0,0.0,No,Male,25-29,White,No,Yes,Fair,4.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,18.6,,,,,,,Female,Age 18 to 24,,,,,,,,,Delaware,7.0,26.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,Yes,No,No,No,No,No,Yes,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"Multiracial, Non-Hispanic",1.6,47.63,Yes,No,Yes,No,"Yes, received Tdap",Yes,No
-,26.63,,,,,,,Male,Age 50 to 54,,,,,,,,,California,0.0,0.0,5 or more years ago,No,7.0,1 to 5,No,No,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,Hispanic,1.7,77.11,Yes,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
-,19.8,,,,,,,Male,Age 35 to 39,,,,,,,,,Texas,15.0,2.0,Within past 2 years (1 year but less than 2 years ago),No,6.0,1 to 5,No,No,No,No,No,Yes,No,No,Yes,No,No,No,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.78,62.6,No,No,No,No,"Yes, received tetanus shot but not sure what type",No,Yes
-,29.65,,,,,,,Female,Age 65 to 69,,,,,,,,,Maine,14.0,10.0,Within past 5 years (2 years but less than 5 years ago),Yes,,"6 or more, but not all",No,No,No,No,No,No,Yes,No,Yes,No,No,No,Yes,Yes,Yes,No,,Never used e-cigarettes in my entire life,No,,1.73,88.45,No,No,Yes,Yes,,No,No
-,23.71,,,,,,,Male,Age 25 to 29,,,,,,,,,Virgin Islands,0.0,2.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.8,77.11,Yes,Yes,No,No,"Yes, received Tdap",No,Yes
-,22.71,,,,,,,Female,Age 18 to 24,,,,,,,,,New York,2.0,3.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"Black only, Non-Hispanic",1.7,65.77,Yes,Yes,No,No,"Yes, received Tdap",No,Yes
-,30.65,,,,,,,Male,Age 70 to 74,,,,,,,,,South Carolina,0.0,2.0,Within past year (anytime less than 12 months ago),No,9.0,None of them,No,No,No,No,No,No,No,Yes,Yes,Yes,No,No,Yes,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.83,102.51,No,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
-No,51.92,Yes,No,No,1.0,15.0,No,Female,18-24,White,Yes,Yes,Good,8.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,39.16,No,No,No,0.0,0.0,No,Female,35-39,White,No,No,Very good,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,29.29,,,,,,,Male,Age 18 to 24,,,,,,,,,Georgia,0.0,0.0,5 or more years ago,No,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Use them some days,No,Hispanic,1.52,68.04,Yes,No,No,No,"Yes, received Tdap",No,No
-No,21.93,Yes,No,No,0.0,30.0,No,Female,18-24,White,No,Yes,Good,8.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,,,,,,,,Female,Age 50 to 54,,,,,,,,,Ohio,1.0,0.0,,Yes,7.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,Yes,No,Yes,No,No,Current smoker - now smokes every day,Never used e-cigarettes in my entire life,,"White only, Non-Hispanic",,,No,No,No,No,"Yes, received Tdap",No,Yes
-No,47.03,Yes,No,No,30.0,0.0,Yes,Female,60-64,White,No,No,Poor,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,19.37,,,,,,,Female,Age 50 to 54,,,,,,,,,Washington,30.0,20.0,Within past year (anytime less than 12 months ago),No,7.0,"6 or more, but not all",No,Yes,No,Yes,No,Yes,No,No,Yes,No,No,Yes,Yes,Yes,Yes,Yes,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.68,54.43,Yes,Yes,Yes,Yes,"Yes, received tetanus shot but not sure what type",Yes,Yes
-,24.89,,,,,,,Female,Age 60 to 64,,,,,,,,,California,20.0,25.0,Within past year (anytime less than 12 months ago),Yes,7.0,"6 or more, but not all",No,No,No,No,No,No,Yes,No,Yes,No,No,No,No,No,No,No,Current smoker - now smokes some days,Not at all (right now),No,Hispanic,1.63,65.77,Yes,Yes,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-,23.67,,,,,,,Male,Age 35 to 39,,,,,,,,,Alaska,0.0,0.0,,Yes,6.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.78,74.84,Yes,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-,20.98,,,,,,,Female,Age 30 to 34,,,,,,,,,Alaska,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.68,58.97,Yes,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-,34.11,,,,,,,Female,Age 25 to 29,,,,,,,,,Colorado,30.0,30.0,5 or more years ago,Yes,8.0,None of them,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,Never smoked,Not at all (right now),No,"White only, Non-Hispanic",1.65,92.99,Yes,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,Tested positive using home test without a health professional
-No,25.1,No,No,No,0.0,0.0,No,Male,18-24,White,No,Yes,Very good,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,29.53,,,,,,,Male,Age 45 to 49,,,,,,,,,South Dakota,30.0,0.0,Within past year (anytime less than 12 months ago),No,8.0,None of them,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.88,104.33,No,Yes,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-,20.92,,,,,,,Male,Age 70 to 74,,,,,,,,,Washington,3.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.8,68.04,Yes,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,Yes
-No,26.13,No,No,No,0.0,0.0,No,Male,75-79,White,No,No,Good,3.0,No,No,Yes,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,23.96,,,,,,,Male,Age 80 or older,,,,,,,,,New York,0.0,0.0,Within past year (anytime less than 12 months ago),No,8.0,"6 or more, but not all",No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.65,65.32,No,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
+HeartDisease,BMI,Smoking,AlcoholDrinking,Stroke,PhysicalHealth,MentalHealth,DiffWalking,Sex,AgeCategory,Race,Diabetic,PhysicalActivity,SleepTime,Asthma,KidneyDisease,SkinCancer,State,PhysicalHealthDays,MentalHealthDays,LastCheckupTime,PhysicalActivities,SleepHours,RemovedTeeth,HadHeartAttack,HadAngina,HadStroke,HadAsthma,HadSkinCancer,HadCOPD,HadDepressiveDisorder,HadKidneyDisease,HadArthritis,HadDiabetes,DeafOrHardOfHearing,BlindOrVisionDifficulty,DifficultyConcentrating,DifficultyWalking,DifficultyDressingBathing,DifficultyErrands,SmokerStatus,ECigaretteUsage,ChestScan,RaceEthnicityCategory,HeightInMeters,WeightInKilograms,AlcoholDrinkers,HIVTesting,FluVaxLast12,PneumoVaxEver,TetanusLast10Tdap,HighRiskLastYear,CovidPos
+,33.89,,,,,,,Female,Age 35 to 39,,,,,,,,Delaware,10.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,1 to 5,No,No,No,Yes,No,Yes,Yes,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"Black only, Non-Hispanic",1.68,95.25,Yes,Yes,No,Yes,"Yes, received tetanus shot, but not Tdap",No,Yes
+No,30.13,No,No,No,0.0,0.0,No,Male,70-74,White,No,Yes,9.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,35.4,,,,,,,Male,Age 30 to 34,,,,,,,,Minnesota,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.7,102.51,Yes,No,Yes,,"Yes, received tetanus shot but not sure what type",No,Yes
+,27.26,,,,,,,Male,Age 25 to 29,,,,,,,,Tennessee,0.0,1.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,Current smoker - now smokes some days,Not at all (right now),Yes,"White only, Non-Hispanic",1.78,86.18,Yes,No,No,Yes,"Yes, received tetanus shot, but not Tdap",No,Yes
+No,36.81,No,No,No,0.0,3.0,No,Female,70-74,White,No,No,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,33.67,,,,,,,Female,Age 50 to 54,,,,,,,,Arizona,0.0,1.0,Within past year (anytime less than 12 months ago),Yes,6.0,1 to 5,No,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.7,97.52,No,Yes,No,No,"Yes, received Tdap",No,No
+,39.06,,,,,,,Female,Age 30 to 34,,,,,,,,Wisconsin,0.0,25.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.52,90.72,Yes,No,Yes,,"Yes, received tetanus shot but not sure what type",No,No
+Yes,34.17,No,No,Yes,30.0,0.0,Yes,Male,65-69,White,Yes,No,6.0,No,Yes,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,22.27,,,,,,,Female,Age 70 to 74,,,,,,,,Kansas,0.0,0.0,Within past year (anytime less than 12 months ago),No,6.0,1 to 5,No,No,No,Yes,No,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"Black only, Non-Hispanic",1.68,62.6,No,Yes,No,No,"Yes, received tetanus shot but not sure what type",No,No
+,23.69,,,,,,,Female,Age 55 to 59,,,,,,,,Rhode Island,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Current smoker - now smokes every day,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.63,62.6,Yes,Yes,No,No,"Yes, received tetanus shot but not sure what type",No,Yes
+,,,,,,,,Female,Age 75 to 79,,,,,,,,California,2.0,0.0,Within past year (anytime less than 12 months ago),No,8.0,None of them,No,No,No,No,No,No,No,No,Yes,No,,,,,,,,,,"White only, Non-Hispanic",,,,,,,,,
+,26.61,,,,,,,Male,Age 80 or older,,,,,,,,Illinois,7.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,,No,No,No,Yes,No,No,No,No,Yes,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"Black only, Non-Hispanic",1.73,79.38,No,Yes,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
+,20.82,,,,,,,Male,Age 18 to 24,,,,,,,,Connecticut,5.0,15.0,Within past year (anytime less than 12 months ago),Yes,10.0,None of them,No,No,No,Yes,No,No,Yes,No,No,No,No,No,Yes,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"Black only, Non-Hispanic",1.68,58.51,No,Yes,Yes,No,"Yes, received tetanus shot but not sure what type",No,No
+,23.63,,,,,,,Male,Age 75 to 79,,,,,,,,Washington,0.0,,Within past year (anytime less than 12 months ago),Yes,10.0,All,No,No,No,No,No,No,No,No,No,No,No,No,No,,No,No,Current smoker - now smokes every day,Not at all (right now),No,"White only, Non-Hispanic",1.75,72.57,Yes,No,Yes,,"Yes, received tetanus shot but not sure what type",No,No
+,39.06,,,,,,,Female,Age 65 to 69,,,,,,,,West Virginia,0.0,0.0,Within past year (anytime less than 12 months ago),No,9.0,"6 or more, but not all",No,No,No,No,No,No,Yes,No,Yes,No,No,No,Yes,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.52,90.72,No,No,No,No,"Yes, received tetanus shot but not sure what type",No,No
+,27.6,,,,,,,Male,Age 40 to 44,,,,,,,,Oregon,0.0,2.0,Within past year (anytime less than 12 months ago),Yes,8.0,"6 or more, but not all",No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.88,97.52,No,No,No,No,"Yes, received tetanus shot but not sure what type",No,No
+No,31.09,No,Yes,No,0.0,0.0,No,Female,55-59,White,No,Yes,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,20.36,Yes,No,No,30.0,0.0,No,Male,70-74,White,No,Yes,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,24.56,,,,,,,Female,Age 70 to 74,,,,,,,,Kansas,30.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,All,No,Yes,Yes,Yes,No,Yes,No,Yes,Yes,No,No,Yes,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.55,58.97,No,No,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,Yes
+Yes,22.76,No,No,No,0.0,0.0,No,Female,70-74,White,Yes,Yes,5.0,No,No,Yes,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,33.38,,,,,,,Male,Age 50 to 54,,,,,,,,New York,2.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.88,117.93,Yes,Yes,Yes,,"Yes, received Tdap",No,Yes
+,,,,,,,,Male,Age 55 to 59,,,,,,,,Washington,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,9.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.83,,Yes,No,No,No,"Yes, received tetanus shot, but not Tdap",No,No
+,34.87,,,,,,,Male,Age 25 to 29,,,,,,,,Ohio,0.0,0.0,Within past 5 years (2 years but less than 5 years ago),Yes,6.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Current smoker - now smokes every day,Not at all (right now),No,"White only, Non-Hispanic",1.8,113.4,No,No,No,,"Yes, received tetanus shot but not sure what type",No,No
+,23.44,,,,,,,Female,Age 70 to 74,,,,,,,,Nebraska,1.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.52,54.43,Yes,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
+,36.92,,,,,,,Male,Age 40 to 44,,,,,,,,Texas,0.0,0.0,5 or more years ago,Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,Hispanic,1.75,113.4,No,Yes,No,No,,No,
+No,15.59,Yes,No,No,25.0,5.0,No,Female,45-49,White,"No, borderline diabetes",Yes,6.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,21.52,No,No,No,0.0,0.0,No,Male,65-69,White,No,Yes,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,24.8,,,,,,,Female,Age 60 to 64,,,,,,,,Missouri,0.0,0.0,Within past year (anytime less than 12 months ago),No,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.6,63.5,Yes,No,No,No,"Yes, received Tdap",No,Tested positive using home test without a health professional
+,19.37,,,,,,,Female,Age 40 to 44,,,,,,,,Virginia,0.0,4.0,Within past 2 years (1 year but less than 2 years ago),Yes,8.0,"6 or more, but not all",No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,Hispanic,1.68,54.43,Yes,No,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+,26.58,,,,,,,Male,Age 65 to 69,,,,,,,,Utah,2.0,0.0,Within past 5 years (2 years but less than 5 years ago),Yes,6.0,All,No,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.75,81.65,No,No,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,Tested positive using home test without a health professional
+,35.15,,,,,,,Female,Age 18 to 24,,,,,,,,Pennsylvania,4.0,7.0,Within past 2 years (1 year but less than 2 years ago),No,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Not at all (right now),Yes,Hispanic,1.52,81.65,No,Yes,No,No,"Yes, received tetanus shot but not sure what type",No,No
+,,,,,,,,Male,Age 35 to 39,,,,,,,,Maryland,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,,,,,,,,,,"White only, Non-Hispanic",,,,,,,,,
+,19.77,,,,,,,Female,Age 35 to 39,,,,,,,,Texas,5.0,7.0,Within past 2 years (1 year but less than 2 years ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Yes,Current smoker - now smokes some days,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.73,58.97,No,Yes,No,No,"Yes, received Tdap",No,No
+No,21.26,Yes,No,No,30.0,0.0,Yes,Female,80 or older,White,Yes,No,7.0,No,No,Yes,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,42.07,,,,,,,Female,Age 75 to 79,,,,,,,,Kansas,,0.0,Within past year (anytime less than 12 months ago),Yes,9.0,None of them,No,No,No,Yes,Yes,No,No,No,Yes,Yes,Yes,Yes,No,Yes,No,Yes,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.57,104.33,No,No,No,Yes,"Yes, received tetanus shot but not sure what type",No,No
+No,24.21,No,No,No,0.0,10.0,No,Female,30-34,Black,No,Yes,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,25.42,,,,,,,Male,Age 40 to 44,,,,,,,,Florida,0.0,0.0,5 or more years ago,Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.98,99.79,Yes,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+,24.21,,,,,,,Female,Age 65 to 69,,,,,,,,California,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.68,68.04,Yes,Yes,Yes,Yes,"Yes, received Tdap",No,No
+,27.41,,,,,,,Male,Age 40 to 44,,,,,,,,Montana,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"Multiracial, Non-Hispanic",1.7,79.38,Yes,Yes,No,No,"Yes, received tetanus shot but not sure what type",No,No
+,20.67,,,,,,,Female,Age 70 to 74,,,,,,,,Maine,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,1 to 5,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.75,63.5,No,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
+,29.05,,,,,,,Female,Age 70 to 74,,,,,,,,Pennsylvania,2.0,3.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,No,No,No,Yes,No,No,No,No,Yes,No,No,No,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.68,81.65,No,No,Yes,Yes,"Yes, received tetanus shot, but not Tdap",No,No
+,,,,,,,,Female,Age 80 or older,,,,,,,,Virginia,2.0,2.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,No,No,No,No,No,Yes,No,No,Yes,No,Yes,No,No,Yes,No,Yes,Former smoker,Never used e-cigarettes in my entire life,,"White only, Non-Hispanic",1.6,,Yes,No,Yes,Yes,"Yes, received Tdap",No,No
+,31.66,,,,,,,Male,Age 55 to 59,,,,,,,,Pennsylvania,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,5.0,None of them,No,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,Hispanic,1.85,108.86,Yes,No,No,No,"Yes, received tetanus shot but not sure what type",No,Yes
+,24.37,,,,,,,Male,Age 30 to 34,,,,,,,,Maine,0.0,0.0,Within past 5 years (2 years but less than 5 years ago),Yes,8.0,None of them,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Use them some days,No,"White only, Non-Hispanic",1.75,74.84,Yes,No,No,No,"No, did not receive any tetanus shot in the past 10 years",Yes,No
+,40.18,,,,,,,Male,Age 65 to 69,,,,,,,,West Virginia,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,1 to 5,Yes,Yes,No,No,No,No,No,No,Yes,Yes,No,No,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.78,127.01,No,No,Yes,No,"Yes, received tetanus shot but not sure what type",No,No
+,27.46,,,,,,,Female,Age 70 to 74,,,,,,,,South Dakota,0.0,7.0,Within past year (anytime less than 12 months ago),Yes,9.0,1 to 5,No,No,No,No,Yes,Yes,No,No,Yes,No,No,No,No,No,No,No,Former smoker,Not at all (right now),Yes,Hispanic,1.65,74.84,Yes,No,No,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
+No,28.06,No,No,No,4.0,15.0,No,Male,25-29,Hispanic,No,Yes,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,27.37,,,,,,,Male,Age 75 to 79,,,,,,,,Washington,0.0,0.0,Within past 2 years (1 year but less than 2 years ago),Yes,8.0,None of them,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.73,81.65,Yes,No,Yes,Yes,"Yes, received Tdap",No,No
+No,25.85,Yes,No,No,0.0,0.0,No,Male,60-64,Black,No,Yes,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,,,,,,,,Male,Age 65 to 69,,,,,,,,Washington,30.0,10.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,Yes,No,Yes,No,No,No,No,,,,,,,,,,"White only, Non-Hispanic",,,,,,,,,
+,37.93,,,,,,,Female,Age 60 to 64,,,,,,,,Washington,0.0,30.0,Within past year (anytime less than 12 months ago),No,7.0,1 to 5,No,No,No,Yes,No,No,Yes,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.68,106.59,No,Yes,,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+,28.89,,,,,,,Male,Age 75 to 79,,,,,,,,Colorado,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,1 to 5,No,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.73,86.18,Yes,No,No,Yes,"Yes, received Tdap",No,Yes
+No,23.06,Yes,No,No,3.0,0.0,No,Male,35-39,Other,No,Yes,10.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,27.12,,,,,,,Male,Age 80 or older,,,,,,,,Virginia,2.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,No,No,No,No,No,No,No,Yes,Yes,Yes,Yes,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.83,90.72,No,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
+No,21.52,No,No,No,0.0,0.0,No,Male,80 or older,White,No,Yes,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,24.21,,,,,,,Male,Age 30 to 34,,,,,,,,Indiana,0.0,0.0,Within past 5 years (2 years but less than 5 years ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.68,68.04,Yes,No,Yes,Yes,"Yes, received Tdap",No,No
+,32.77,,,,,,,Female,Age 50 to 54,,,,,,,,Iowa,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,"No, pre-diabetes or borderline diabetes",No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.6,83.91,No,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
+,25.84,,,,,,,Male,Age 18 to 24,,,,,,,,Montana,0.0,0.0,Within past 5 years (2 years but less than 5 years ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.7,74.84,Yes,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
+,27.05,,,,,,,Male,Age 60 to 64,,,,,,,,California,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.85,92.99,No,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,Yes
+No,26.89,No,No,No,0.0,0.0,No,Female,70-74,White,No,Yes,9.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,27.06,Yes,No,No,10.0,0.0,No,Male,75-79,White,No,Yes,10.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,36.02,Yes,No,No,30.0,0.0,Yes,Female,35-39,Other,Yes,Yes,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,35.07,,,,,,,Female,Age 45 to 49,,,,,,,,Nebraska,7.0,5.0,Within past year (anytime less than 12 months ago),No,8.0,None of them,No,No,No,No,Yes,No,Yes,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.6,89.81,No,No,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
+No,18.79,No,No,No,0.0,0.0,No,Female,40-44,White,No,Yes,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,38.74,,,,,,,Female,Age 25 to 29,,,,,,,,Nebraska,5.0,3.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,Yes,No,No,Yes,No,No,No,No,No,Yes,No,No,Yes,Former smoker,Not at all (right now),No,"White only, Non-Hispanic",1.68,108.86,Yes,Yes,Yes,No,"Yes, received Tdap",No,No
+,24.51,,,,,,,Female,Age 60 to 64,,,,,,,,Montana,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,Hispanic,1.57,60.78,Yes,Yes,Yes,Yes,"Yes, received Tdap",No,No
+,20.8,,,,,,,Female,Age 80 or older,,,,,,,,Kentucky,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,Yes,No,No,No,Yes,No,No,No,No,No,No,No,Current smoker - now smokes every day,Not at all (right now),No,"White only, Non-Hispanic",1.65,56.7,No,No,Yes,Yes,"Yes, received tetanus shot, but not Tdap",No,Yes
+No,28.8,Yes,No,No,14.0,3.0,No,Male,70-74,American Indian/Alaskan Native,"No, borderline diabetes",Yes,7.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,39.16,No,No,No,0.0,10.0,No,Female,55-59,Black,No,No,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+Yes,33.29,Yes,No,No,0.0,3.0,No,Female,80 or older,White,Yes,No,8.0,No,No,Yes,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,34.44,,,,,,,Male,Age 25 to 29,,,,,,,,Wisconsin,15.0,10.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.78,108.86,Yes,Yes,Yes,No,"Yes, received Tdap",No,Yes
+,28.32,,,,,,,Female,Age 65 to 69,,,,,,,,South Dakota,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,10.0,"6 or more, but not all",Yes,No,No,No,No,No,No,Yes,Yes,Yes,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.63,74.84,No,Yes,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
+,,,,,,,,Male,Age 80 or older,,,,,,,,Kansas,30.0,20.0,Within past year (anytime less than 12 months ago),No,7.0,All,No,No,No,No,No,No,No,Yes,Yes,No,,,,,,,,,,"White only, Non-Hispanic",,,,,,,,,
+,,,,,,,,Female,Age 35 to 39,,,,,,,,Texas,4.0,0.0,Within past year (anytime less than 12 months ago),Yes,4.0,None of them,No,No,No,No,No,No,No,No,No,No,,,,,,,,,,,,,,,,,,,
+,24.87,,,,,,,Female,Age 50 to 54,,,,,,,,Indiana,10.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,Yes,No,No,No,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.57,61.69,No,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
+No,29.95,No,No,No,0.0,15.0,No,Female,30-34,White,No,Yes,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,49.18,,,,,,,Female,Age 60 to 64,,,,,,,,Illinois,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,Yes,Yes,No,No,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.7,142.43,Yes,No,No,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
+,27.12,,,,,,,Male,Age 50 to 54,,,,,,,,Kansas,1.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.83,90.72,Yes,Yes,Yes,No,"Yes, received Tdap",No,No
+,28.34,,,,,,,Female,Age 40 to 44,,,,,,,,Nevada,0.0,5.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.6,72.57,Yes,Yes,No,No,"Yes, received Tdap",No,No
+,21.03,,,,,,,Female,Age 35 to 39,,,,,,,,North Carolina,2.0,5.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.57,52.16,No,Yes,Yes,No,"Yes, received Tdap",No,No
+,28.5,,,,,,,Male,Age 80 or older,,,,,,,,Virginia,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,10.0,All,No,No,No,No,No,Yes,No,No,Yes,No,Yes,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.88,100.7,Yes,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
+,30.23,,,,,,,Female,Age 18 to 24,,,,,,,,Alaska,0.0,,Within past year (anytime less than 12 months ago),Yes,9.0,,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Use them some days,No,"White only, Non-Hispanic",1.55,72.57,,No,No,No,"No, did not receive any tetanus shot in the past 10 years",Yes,Yes
+No,22.81,No,No,No,0.0,0.0,No,Female,60-64,White,No,Yes,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,24.69,No,No,No,3.0,30.0,No,Female,18-24,White,No,Yes,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,25.06,No,No,No,0.0,0.0,No,Female,65-69,White,Yes,Yes,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,27.37,No,No,No,2.0,0.0,Yes,Male,75-79,White,No,No,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,19.64,,,,,,,Female,Age 75 to 79,,,,,,,,New York,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Not at all (right now),Yes,"White only, Non-Hispanic",1.65,53.52,No,Yes,Yes,Yes,"Yes, received Tdap",No,No
+,24.8,,,,,,,Female,Age 25 to 29,,,,,,,,Iowa,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,Hispanic,1.6,63.5,Yes,Yes,Yes,,"Yes, received tetanus shot but not sure what type",No,No
+No,33.66,No,No,No,30.0,30.0,Yes,Female,65-69,Black,No,No,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+Yes,42.27,Yes,No,Yes,0.0,5.0,No,Female,55-59,White,Yes,No,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,20.67,Yes,Yes,No,0.0,7.0,Yes,Female,80 or older,Hispanic,No,Yes,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,31.09,Yes,No,No,0.0,15.0,No,Female,60-64,White,No,Yes,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+Yes,26.63,No,No,No,5.0,0.0,No,Female,80 or older,White,Yes,Yes,8.0,No,Yes,Yes,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,42.07,,,,,,,Male,Age 25 to 29,,,,,,,,North Carolina,25.0,0.0,5 or more years ago,Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,Yes,Yes,Yes,Yes,No,No,Former smoker,Use them every day,No,"Other race only, Non-Hispanic",1.57,104.33,Yes,No,No,No,"No, did not receive any tetanus shot in the past 10 years",Yes,No
+No,20.34,No,No,No,0.0,2.0,No,Male,45-49,White,No,Yes,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,30.83,,,,,,,Male,Age 70 to 74,,,,,,,,Minnesota,15.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,All,No,No,No,No,No,Yes,No,No,Yes,No,Yes,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.68,86.64,No,Yes,No,No,"Yes, received tetanus shot but not sure what type",No,No
+,22.15,,,,,,,Female,Age 70 to 74,,,,,,,,West Virginia,,0.0,Within past year (anytime less than 12 months ago),No,6.0,"6 or more, but not all",No,Yes,No,No,No,No,No,No,Yes,No,No,No,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.75,68.04,No,No,No,Yes,"Yes, received tetanus shot but not sure what type",No,No
+,19.2,,,,,,,Male,Age 65 to 69,,,,,,,,New Jersey,30.0,5.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.75,58.97,Yes,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
+,22.15,,,,,,,Female,Age 30 to 34,,,,,,,,Missouri,1.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,Yes,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.75,68.04,No,No,Yes,Yes,,No,Yes
+,,,,,,,,Female,Age 40 to 44,,,,,,,,Georgia,5.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Former smoker,Not at all (right now),No,"White only, Non-Hispanic",1.73,,No,Yes,No,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
+No,36.62,Yes,No,No,0.0,0.0,No,Male,50-54,White,No,Yes,4.0,Yes,Yes,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,,,,,,,,Female,Age 40 to 44,,,,,,,,Maryland,0.0,2.0,Within past year (anytime less than 12 months ago),No,8.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"Black only, Non-Hispanic",1.65,136.08,No,Yes,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
+,40.77,,,,,,,Female,Age 30 to 34,,,,,,,,Nebraska,0.0,3.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,Yes,No,No,No,No,No,Yes,No,No,No,Never smoked,Not at all (right now),Yes,"White only, Non-Hispanic",1.65,111.13,Yes,No,Yes,No,"Yes, received Tdap",No,Yes
+No,29.29,Yes,No,No,0.0,0.0,No,Female,70-74,White,Yes,Yes,8.0,Yes,Yes,Yes,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,28.75,,,,,,,Male,Age 65 to 69,,,,,,,,Maryland,1.0,2.0,Within past year (anytime less than 12 months ago),Yes,7.0,"6 or more, but not all",No,Yes,No,No,Yes,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Not at all (right now),Yes,"White only, Non-Hispanic",1.91,104.33,,,Yes,Yes,"Yes, received tetanus shot but not sure what type",,
+,28.06,,,,,,,Male,Age 35 to 39,,,,,,,,Indiana,30.0,30.0,Within past year (anytime less than 12 months ago),No,12.0,None of them,No,No,No,Yes,No,No,No,No,No,No,No,No,Yes,No,No,No,Current smoker - now smokes every day,Never used e-cigarettes in my entire life,No,"Black only, Non-Hispanic",1.75,86.18,No,Yes,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+,28.75,,,,,,,Male,Age 60 to 64,,,,,,,,Pennsylvania,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,"6 or more, but not all",No,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,Former smoker,Not at all (right now),Yes,"White only, Non-Hispanic",1.91,104.33,No,No,Yes,No,"Yes, received tetanus shot but not sure what type",No,No
+,28.7,,,,,,,Male,Age 25 to 29,,,,,,,,California,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,Hispanic,1.78,90.72,Yes,Yes,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+,21.03,,,,,,,Female,Age 40 to 44,,,,,,,,Kansas,0.0,5.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.57,52.16,,,,,,,
+No,31.62,Yes,No,No,0.0,0.0,No,Female,70-74,White,No,Yes,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,28.13,,,,,,,Male,Age 75 to 79,,,,,,,,Guam,0.0,0.0,Within past year (anytime less than 12 months ago),No,8.0,None of them,No,Yes,No,No,Yes,No,No,No,Yes,Yes,No,Yes,No,Yes,No,No,Never smoked,Not at all (right now),No,"Other race only, Non-Hispanic",1.73,83.91,Yes,No,Yes,No,"Yes, received Tdap",No,No
+,,,,,,,,Female,Age 30 to 34,,,,,,,,Delaware,3.0,0.0,Within past 2 years (1 year but less than 2 years ago),No,8.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,Hispanic,,65.32,No,Yes,No,No,"Yes, received Tdap",No,No
+,33.45,,,,,,,Female,Age 50 to 54,,,,,,,,South Carolina,30.0,10.0,Within past year (anytime less than 12 months ago),No,4.0,"6 or more, but not all",No,No,No,No,No,No,Yes,Yes,Yes,No,No,Yes,Yes,Yes,Yes,Yes,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.73,99.79,No,Yes,No,No,"Yes, received tetanus shot but not sure what type",No,Yes
+,32.01,,,,,,,Female,Age 70 to 74,,,,,,,,Alaska,0.0,2.0,Within past year (anytime less than 12 months ago),No,5.0,None of them,No,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.57,79.38,No,No,No,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
+,27.67,,,,,,,Male,Age 60 to 64,,,,,,,,Arkansas,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,5.0,All,No,No,No,No,No,No,No,No,Yes,Yes,No,No,No,No,No,No,Former smoker,Use them every day,Yes,"White only, Non-Hispanic",1.73,82.55,Yes,No,No,Yes,"Yes, received tetanus shot but not sure what type",No,No
+No,43.07,Yes,No,No,0.0,0.0,No,Male,30-34,White,No,Yes,5.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,23.17,,,,,,,Female,Age 35 to 39,,,,,,,,Alaska,2.0,0.0,Within past 5 years (2 years but less than 5 years ago),Yes,8.0,None of them,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,Current smoker - now smokes some days,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.63,61.23,Yes,No,No,No,"Yes, received tetanus shot, but not Tdap",No,No
+,40.6,,,,,,,Female,Age 60 to 64,,,,,,,,New Jersey,0.0,30.0,Within past year (anytime less than 12 months ago),No,10.0,1 to 5,No,No,No,Yes,No,No,Yes,No,Yes,No,No,No,No,No,No,No,Former smoker,Not at all (right now),No,"White only, Non-Hispanic",1.73,121.11,Yes,No,Yes,Yes,"Yes, received Tdap",No,No
+,34.33,,,,,,,Female,Age 35 to 39,,,,,,,,Washington,3.0,30.0,Within past year (anytime less than 12 months ago),No,7.0,1 to 5,No,No,No,No,No,No,Yes,No,No,No,No,No,Yes,No,No,No,Former smoker,Not at all (right now),No,Hispanic,1.63,90.72,No,Yes,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+,22.15,,,,,,,Male,Age 30 to 34,,,,,,,,Indiana,0.0,3.0,Within past 2 years (1 year but less than 2 years ago),Yes,7.0,None of them,No,No,No,No,No,No,Yes,No,No,No,No,No,Yes,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,Hispanic,1.75,68.04,Yes,Yes,No,No,"Yes, received tetanus shot but not sure what type",No,No
+No,30.17,Yes,No,No,0.0,0.0,No,Male,60-64,White,Yes,Yes,7.0,No,No,Yes,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,25.8,,,,,,,Male,Age 25 to 29,,,,,,,,South Dakota,0.0,2.0,,Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.8,83.91,No,,No,,"No, did not receive any tetanus shot in the past 10 years",No,Yes
+,38.52,,,,,,,Male,Age 40 to 44,,,,,,,,Indiana,10.0,25.0,Within past year (anytime less than 12 months ago),Yes,8.0,"6 or more, but not all",No,No,No,No,No,No,Yes,No,Yes,Yes,No,No,No,Yes,No,No,Current smoker - now smokes every day,Use them some days,Yes,"White only, Non-Hispanic",1.88,136.08,Yes,Yes,No,No,"Yes, received Tdap",Yes,No
+Yes,25.82,No,No,Yes,30.0,4.0,Yes,Male,65-69,Other,Yes,Yes,4.0,No,Yes,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,25.84,No,No,No,0.0,0.0,No,Male,35-39,White,No,No,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,22.81,Yes,No,No,0.0,0.0,No,Male,45-49,White,No,Yes,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,21.7,Yes,No,No,0.0,0.0,Yes,Male,65-69,Black,No,Yes,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,28.34,,,,,,,Female,Age 80 or older,,,,,,,,Michigan,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,"6 or more, but not all",No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.6,72.57,Yes,No,Yes,Yes,"Yes, received Tdap",No,No
+,21.93,,,,,,,Male,Age 60 to 64,,,,,,,,Louisiana,15.0,15.0,Within past year (anytime less than 12 months ago),Yes,6.0,"6 or more, but not all",No,Yes,No,No,No,No,Yes,No,Yes,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.7,63.5,No,Yes,Yes,,"Yes, received tetanus shot but not sure what type",No,No
+No,37.44,Yes,No,No,0.0,2.0,No,Female,55-59,White,No,No,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,31.38,,,,,,,Male,Age 40 to 44,,,,,,,,Guam,0.0,0.0,Within past 2 years (1 year but less than 2 years ago),Yes,6.0,None of them,No,No,No,Yes,No,No,No,No,No,No,No,No,No,No,No,No,Current smoker - now smokes some days,Not at all (right now),No,"Other race only, Non-Hispanic",1.8,102.06,Yes,No,No,No,"Yes, received tetanus shot but not sure what type",No,Yes
+No,27.76,Yes,No,No,30.0,0.0,No,Male,70-74,Asian,No,Yes,7.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,18.79,No,No,No,28.0,25.0,No,Female,60-64,White,No,Yes,8.0,No,No,Yes,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,22.96,Yes,No,No,0.0,0.0,No,Male,70-74,White,No,Yes,8.0,Yes,Yes,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+Yes,36.58,No,No,No,20.0,0.0,Yes,Female,70-74,White,No,No,7.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,31.89,,,,,,,Female,Age 45 to 49,,,,,,,,Washington,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,Yes,No,No,No,No,Yes,No,Yes,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"Other race only, Non-Hispanic",1.6,81.65,Yes,Yes,Yes,Yes,"Yes, received Tdap",No,Yes
+,25.61,,,,,,,Female,Age 75 to 79,,,,,,,,Utah,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.57,63.5,No,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
+,25.85,,,,,,,Female,Age 65 to 69,,,,,,,,Wisconsin,15.0,0.0,Within past 5 years (2 years but less than 5 years ago),Yes,4.0,1 to 5,No,No,No,Yes,No,Yes,No,No,Yes,No,No,No,No,Yes,No,No,Current smoker - now smokes some days,Never used e-cigarettes in my entire life,Yes,"Black only, Non-Hispanic",1.73,77.11,Yes,Yes,No,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
+,28.5,,,,,,,Female,Age 30 to 34,,,,,,,,Washington,1.0,25.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,Yes,No,Yes,Yes,No,No,No,No,No,No,No,No,No,Current smoker - now smokes some days,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.7,82.55,Yes,Yes,No,No,"Yes, received tetanus shot but not sure what type",No,No
+,32.72,,,,,,,Male,Age 60 to 64,,,,,,,,Illinois,0.0,0.0,Within past year (anytime less than 12 months ago),No,5.0,1 to 5,No,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.85,112.49,Yes,No,Yes,Yes,"Yes, received Tdap",No,No
+,30.04,,,,,,,Female,Age 18 to 24,,,,,,,,Alaska,4.0,7.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.63,79.38,No,No,Yes,Yes,"Yes, received tetanus shot, but not Tdap",No,No
+No,23.3,No,No,No,0.0,0.0,No,Male,55-59,Other,No,Yes,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,29.16,,,,,,,Male,Age 40 to 44,,,,,,,,Iowa,1.0,0.0,Within past 2 years (1 year but less than 2 years ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Not at all (right now),No,"White only, Non-Hispanic",1.83,97.52,No,Yes,Yes,,"Yes, received Tdap",No,Yes
+,14.14,,,,,,,Female,Age 35 to 39,,,,,,,,Connecticut,3.0,12.0,Within past year (anytime less than 12 months ago),No,6.0,"6 or more, but not all",No,No,No,Yes,No,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"Black only, Non-Hispanic",1.65,38.56,No,No,Yes,No,"Yes, received tetanus shot but not sure what type",No,Yes
+,33.91,,,,,,,Male,Age 40 to 44,,,,,,,,Texas,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.83,113.4,Yes,No,Yes,No,"Yes, received tetanus shot but not sure what type",No,No
+,26.78,,,,,,,Male,Age 55 to 59,,,,,,,,New York,1.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,No,No,No,Yes,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"Other race only, Non-Hispanic",1.8,87.09,Yes,No,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+,29.23,,,,,,,Female,Age 65 to 69,,,,,,,,Idaho,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,All,No,No,No,Yes,No,No,No,No,Yes,Yes,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.6,74.84,No,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+,34.33,,,,,,,Female,Age 50 to 54,,,,,,,,Kentucky,0.0,2.0,Within past 2 years (1 year but less than 2 years ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.63,90.72,Yes,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+,18.79,,,,,,,Female,Age 50 to 54,,,,,,,,Louisiana,3.0,3.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.7,54.43,Yes,,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
+,27.46,,,,,,,Male,Age 40 to 44,,,,,,,,Massachusetts,,,Within past year (anytime less than 12 months ago),No,7.0,None of them,No,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,,,,,Hispanic,1.65,74.84,Yes,No,No,No,,No,No
+,22.8,,,,,,,Female,Age 50 to 54,,,,,,,,Washington,30.0,5.0,Within past 2 years (1 year but less than 2 years ago),Yes,7.0,None of them,No,No,No,Yes,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.65,62.14,Yes,Yes,Yes,No,"Yes, received Tdap",No,No
+,29.26,,,,,,,Female,Age 80 or older,,,,,,,,Puerto Rico,30.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,"6 or more, but not all",No,No,No,No,No,Yes,No,No,No,Yes,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,Hispanic,1.57,72.57,No,Yes,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
+No,27.96,No,No,No,0.0,7.0,No,Female,80 or older,White,No,Yes,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,28.34,,,,,,,Female,Age 50 to 54,,,,,,,,Utah,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,,,,,,,,,,"White only, Non-Hispanic",1.6,72.57,,,,,,,
+,32.98,,,,,,,Male,Age 60 to 64,,,,,,,,Utah,0.0,0.0,Within past 2 years (1 year but less than 2 years ago),Yes,8.0,"6 or more, but not all",No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.85,113.4,No,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
+,32.32,,,,,,,Male,Age 60 to 64,,,,,,,,Colorado,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,1 to 5,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Not at all (right now),No,"White only, Non-Hispanic",1.85,111.13,Yes,Yes,No,No,"Yes, received Tdap",No,Yes
+,29.65,,,,,,,Male,Age 70 to 74,,,,,,,,Rhode Island,14.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.73,88.45,Yes,No,Yes,No,"Yes, received tetanus shot but not sure what type",No,No
+,23.09,,,,,,,Male,Age 18 to 24,,,,,,,,Kentucky,0.0,7.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,Yes,No,No,No,No,Yes,No,No,No,No,Never smoked,Not at all (right now),Yes,"White only, Non-Hispanic",1.85,79.38,Yes,No,No,No,"Yes, received Tdap",No,Yes
+,21.97,,,,,,,Female,Age 60 to 64,,,,,,,,Connecticut,0.0,2.0,Within past year (anytime less than 12 months ago),Yes,4.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.63,58.06,Yes,Yes,Yes,No,"Yes, received Tdap",No,Yes
+No,21.73,No,No,No,21.0,0.0,No,Female,50-54,Hispanic,No,Yes,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,19.97,No,No,No,0.0,15.0,No,Female,80 or older,White,No,Yes,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,21.61,No,No,No,0.0,0.0,No,Male,25-29,White,No,Yes,6.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,23.03,,,,,,,Female,Age 80 or older,,,,,,,,Maine,30.0,0.0,Within past year (anytime less than 12 months ago),No,10.0,None of them,Yes,No,Yes,Yes,No,Yes,No,No,No,No,No,No,No,Yes,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.6,58.97,No,No,No,No,"Yes, received tetanus shot but not sure what type",No,No
+,25.84,,,,,,,Male,Age 50 to 54,,,,,,,,Florida,3.0,4.0,5 or more years ago,Yes,4.0,None of them,No,No,No,Yes,No,No,No,No,Yes,No,No,Yes,Yes,No,Yes,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.75,79.38,Yes,Yes,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+,24.79,,,,,,,Female,,,,,,,,,California,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.65,67.59,Yes,Yes,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+Yes,24.61,Yes,No,No,30.0,1.0,Yes,Female,80 or older,White,No,No,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,22.5,No,No,No,3.0,0.0,No,Female,65-69,White,No,Yes,8.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,26.57,No,No,No,0.0,7.0,No,Female,30-34,Black,No,Yes,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+Yes,44.1,No,No,No,3.0,0.0,Yes,Female,55-59,White,No,No,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,25.1,,,,,,,Male,Age 45 to 49,,,,,,,,Mississippi,0.0,0.0,5 or more years ago,Yes,10.0,"6 or more, but not all",No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Current smoker - now smokes every day,Never used e-cigarettes in my entire life,No,"Black only, Non-Hispanic",1.75,77.11,Yes,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+No,36.62,Yes,No,No,0.0,0.0,No,Male,55-59,White,No,Yes,8.0,No,No,Yes,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,21.26,,,,,,,Female,Age 25 to 29,,,,,,,,Washington,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"Other race only, Non-Hispanic",1.6,54.43,Yes,No,No,No,"Yes, received Tdap",No,No
+,22.3,,,,,,,Female,Age 55 to 59,,,,,,,,New Mexico,30.0,2.0,Within past year (anytime less than 12 months ago),No,10.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Yes,Yes,Never smoked,Never used e-cigarettes in my entire life,Yes,"Other race only, Non-Hispanic",1.65,60.78,No,No,Yes,No,"Yes, received tetanus shot but not sure what type",No,No
+,22.96,,,,,,,Male,Age 80 or older,,,,,,,,West Virginia,30.0,0.0,Within past year (anytime less than 12 months ago),No,8.0,"6 or more, but not all",No,No,No,No,Yes,No,No,No,Yes,No,Yes,Yes,No,Yes,No,Yes,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.78,72.57,No,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
+No,22.05,No,No,No,0.0,0.0,No,Male,45-49,Hispanic,No,Yes,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,28.7,No,No,No,2.0,0.0,No,Male,70-74,White,No,Yes,7.0,No,Yes,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,28.06,Yes,No,No,2.0,0.0,No,Male,25-29,White,No,Yes,4.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,18.6,,,,,,,Female,Age 18 to 24,,,,,,,,Delaware,7.0,26.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,Yes,No,No,No,No,No,Yes,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"Multiracial, Non-Hispanic",1.6,47.63,Yes,No,Yes,No,"Yes, received Tdap",Yes,No
+,26.63,,,,,,,Male,Age 50 to 54,,,,,,,,California,0.0,0.0,5 or more years ago,No,7.0,1 to 5,No,No,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,Hispanic,1.7,77.11,Yes,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
+,19.8,,,,,,,Male,Age 35 to 39,,,,,,,,Texas,15.0,2.0,Within past 2 years (1 year but less than 2 years ago),No,6.0,1 to 5,No,No,No,No,No,Yes,No,No,Yes,No,No,No,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.78,62.6,No,No,No,No,"Yes, received tetanus shot but not sure what type",No,Yes
+,29.65,,,,,,,Female,Age 65 to 69,,,,,,,,Maine,14.0,10.0,Within past 5 years (2 years but less than 5 years ago),Yes,,"6 or more, but not all",No,No,No,No,No,No,Yes,No,Yes,No,No,No,Yes,Yes,Yes,No,,Never used e-cigarettes in my entire life,No,,1.73,88.45,No,No,Yes,Yes,,No,No
+,23.71,,,,,,,Male,Age 25 to 29,,,,,,,,Virgin Islands,0.0,2.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.8,77.11,Yes,Yes,No,No,"Yes, received Tdap",No,Yes
+,22.71,,,,,,,Female,Age 18 to 24,,,,,,,,New York,2.0,3.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"Black only, Non-Hispanic",1.7,65.77,Yes,Yes,No,No,"Yes, received Tdap",No,Yes
+,30.65,,,,,,,Male,Age 70 to 74,,,,,,,,South Carolina,0.0,2.0,Within past year (anytime less than 12 months ago),No,9.0,None of them,No,No,No,No,No,No,No,Yes,Yes,Yes,No,No,Yes,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.83,102.51,No,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
+No,51.92,Yes,No,No,1.0,15.0,No,Female,18-24,White,Yes,Yes,8.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,39.16,No,No,No,0.0,0.0,No,Female,35-39,White,No,No,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,29.29,,,,,,,Male,Age 18 to 24,,,,,,,,Georgia,0.0,0.0,5 or more years ago,No,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Use them some days,No,Hispanic,1.52,68.04,Yes,No,No,No,"Yes, received Tdap",No,No
+No,21.93,Yes,No,No,0.0,30.0,No,Female,18-24,White,No,Yes,8.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,,,,,,,,Female,Age 50 to 54,,,,,,,,Ohio,1.0,0.0,,Yes,7.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,Yes,No,Yes,No,No,Current smoker - now smokes every day,Never used e-cigarettes in my entire life,,"White only, Non-Hispanic",,,No,No,No,No,"Yes, received Tdap",No,Yes
+No,47.03,Yes,No,No,30.0,0.0,Yes,Female,60-64,White,No,No,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,19.37,,,,,,,Female,Age 50 to 54,,,,,,,,Washington,30.0,20.0,Within past year (anytime less than 12 months ago),No,7.0,"6 or more, but not all",No,Yes,No,Yes,No,Yes,No,No,Yes,No,No,Yes,Yes,Yes,Yes,Yes,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.68,54.43,Yes,Yes,Yes,Yes,"Yes, received tetanus shot but not sure what type",Yes,Yes
+,24.89,,,,,,,Female,Age 60 to 64,,,,,,,,California,20.0,25.0,Within past year (anytime less than 12 months ago),Yes,7.0,"6 or more, but not all",No,No,No,No,No,No,Yes,No,Yes,No,No,No,No,No,No,No,Current smoker - now smokes some days,Not at all (right now),No,Hispanic,1.63,65.77,Yes,Yes,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+,23.67,,,,,,,Male,Age 35 to 39,,,,,,,,Alaska,0.0,0.0,,Yes,6.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.78,74.84,Yes,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+,20.98,,,,,,,Female,Age 30 to 34,,,,,,,,Alaska,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.68,58.97,Yes,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+,34.11,,,,,,,Female,Age 25 to 29,,,,,,,,Colorado,30.0,30.0,5 or more years ago,Yes,8.0,None of them,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,Never smoked,Not at all (right now),No,"White only, Non-Hispanic",1.65,92.99,Yes,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,Tested positive using home test without a health professional
+No,25.1,No,No,No,0.0,0.0,No,Male,18-24,White,No,Yes,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,29.53,,,,,,,Male,Age 45 to 49,,,,,,,,South Dakota,30.0,0.0,Within past year (anytime less than 12 months ago),No,8.0,None of them,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.88,104.33,No,Yes,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+,20.92,,,,,,,Male,Age 70 to 74,,,,,,,,Washington,3.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.8,68.04,Yes,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,Yes
+No,26.13,No,No,No,0.0,0.0,No,Male,75-79,White,No,No,3.0,No,No,Yes,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,23.96,,,,,,,Male,Age 80 or older,,,,,,,,New York,0.0,0.0,Within past year (anytime less than 12 months ago),No,8.0,"6 or more, but not all",No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.65,65.32,No,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
diff --git a/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_002/history.csv b/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_002/history.csv
index 1f3bf5697d3afd7390b0692092fd15c81b25de30..283942457e8255c507a6d0451c22a5486afc915c 100644
--- a/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_002/history.csv
+++ b/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_002/history.csv
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:ecf5f7d0d4be8c88c826acd114cc264492c5e74329f517187905dcef76cb5db0
-size 271613271
+oid sha256:952707f474307bee55636a48ef2b8f9f571d02c244d9bf89572c9611d9872d7d
+size 270592628
diff --git a/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_002/info.json b/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_002/info.json
index 53272e3074451c673817a05ef4da5ee438d07863..c876b7e9aa18ec2175d72a1a6b59bf487c77e98c 100644
--- a/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_002/info.json
+++ b/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_002/info.json
@@ -1,401 +1,393 @@
-{
-    "name": "Indicators of Heart Disease (2022 UPDATE)",
-    "source": "https://www.kaggle.com/datasets/kamilpytlak/personal-key-indicators-of-heart-disease/data",
-    "data_intro": "The dataset originally comes from the CDC and is a major part of the Behavioral Risk Factor Surveillance System (BRFSS), which conducts annual telephone surveys to collect data on the health status of U.S. residents. As described by the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm): \"Established in 1984 with 15 states, BRFSS now collects data in all 50 states, the District of Columbia, and three U.S. territories. BRFSS completes more than 400,000 adult interviews each year, making it the largest continuously conducted health survey system in the world. The most recent dataset includes data from 2023. In this dataset, I noticed many factors (questions) that directly or indirectly influence heart disease, so I decided to select the most relevant variables from it. I also decided to share with you two versions of the most recent dataset: with NaNs and without it.",
-    "is_splited": false,
-    "overall_size": 1010949,
-    "train_size": 0,
-    "test_size": 0,
-    "c_classes": 46,
-    "n_classes": 9,
-    "cat_feature_intro": {
-        "HeartDisease": "The dataset originally comes from the CDC and is a major part of the Behavioral Risk Factor Surveillance System (BRFSS), which conducts annual telephone surveys to collect data on the health status of U.S. residents. As described by the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm): \"Established in 1984 with 15 states, BRFSS now collects data in all 50 states, the District of Columbia, and three U.S. territories. BRFSS completes more than 400,000 adult interviews each year, making it the largest continuously conducted health survey system in the world. The most recent dataset includes data from 2023. In this dataset, I noticed many factors (questions) that directly or indirectly influence heart disease, so I decided to select the most relevant variables from it. I also decided to share with you two versions of the most recent dataset: with NaNs and without it.",
-        "Smoking": "According to the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm), heart disease is a leading cause of death for people of most races in the U.S. (African Americans, American Indians and Alaska Natives, and whites). About half of all Americans (47%) have at least 1 of 3 major risk factors for heart disease: high blood pressure, high cholesterol, and smoking. Other key indicators include diabetes status, obesity (high BMI), not getting enough physical activity, or drinking too much alcohol. Identifying and preventing the factors that have the greatest impact on heart disease is very important in healthcare. In turn, developments in computing allow the application of machine learning methods to detect \"patterns\" in the data that can predict a patient's condition.",
-        "AlcoholDrinking": "According to the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm), excessive alcohol consumption can lead to high blood pressure, heart failure, and even stroke. It is important to monitor and manage alcohol intake to reduce the risk of heart disease.",
-        "Stroke": "A stroke is a medical emergency that occurs when the blood supply to part of the brain is interrupted or reduced, preventing brain tissue from getting oxygen and nutrients. This can lead to serious health complications, including heart disease.",
-        "DiffWalking": "Difficulty walking can be a sign of underlying health issues, including heart disease. It is important to address mobility issues to improve overall health and reduce the risk of heart-related complications.",
-        "Sex": "Sex is a biological factor that can influence the risk of heart disease. Men and women may experience different symptoms and risk factors for heart disease.",
-        "AgeCategory": "Age is a significant risk factor for heart disease. As people age, their risk of developing heart disease increases. It is important to monitor heart health as individuals get older.",
-        "Race": "According to the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm), heart disease is a leading cause of death for people of most races in the U.S. (African Americans, American Indians and Alaska Natives, and whites). About half of all Americans (47%) have at least 1 of 3 major risk factors for heart disease: high blood pressure, high cholesterol, and smoking. Other key indicators include diabetes status, obesity (high BMI), not getting enough physical activity, or drinking too much alcohol. Identifying and preventing the factors that have the greatest impact on heart disease is very important in healthcare. In turn, developments in computing allow the application of machine learning methods to detect \"patterns\" in the data that can predict a patient's condition.",
-        "Diabetic": "Diabetes is a major risk factor for heart disease. High blood sugar levels can damage blood vessels and nerves that control the heart, leading to an increased risk of heart disease.",
-        "PhysicalActivity": "Regular physical activity is important for maintaining heart health. It can help reduce the risk of heart disease by improving blood pressure, cholesterol levels, and overall cardiovascular fitness.",
-        "GenHealth": "General health status can influence the risk of heart disease. It is important to maintain overall health and address any underlying health issues to reduce the risk of heart-related complications.",
-        "Asthma": "Asthma is a chronic respiratory condition that can affect heart health. It is important to manage asthma symptoms to reduce the risk of heart disease.",
-        "KidneyDisease": "Kidney disease can increase the risk of heart disease. It is important to monitor and manage kidney health to reduce the risk of heart-related complications.",
-        "SkinCancer": "Skin cancer is a type of cancer that can affect overall health. It is important to address and treat skin cancer to maintain overall health and reduce the risk of heart disease.",
-        "State": "The dataset originally comes from the CDC and is a major part of the Behavioral Risk Factor Surveillance System (BRFSS), which conducts annual telephone surveys to collect data on the health status of U.S. residents. As described by the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm): \"Established in 1984 with 15 states, BRFSS now collects data in all 50 states, the District of Columbia, and three U.S. territories. BRFSS completes more than 400,000 adult interviews each year, making it the largest continuously conducted health survey system in the world. The most recent dataset includes data from 2023. In this dataset, I noticed many factors (questions) that directly or indirectly influence heart disease, so I decided to select the most relevant variables from it. I also decided to share with you two versions of the most recent dataset: with NaNs and without it.",
-        "GeneralHealth": "General health status can influence the risk of heart disease. It is important to maintain overall health and address any underlying health issues to reduce the risk of heart-related complications.",
-        "LastCheckupTime": "The time since the last medical checkup can be an important factor in heart health. Regular checkups can help identify and address risk factors for heart disease early.",
-        "PhysicalActivities": "Engaging in regular physical activities is important for maintaining heart health. It can help reduce the risk of heart disease by improving blood pressure, cholesterol levels, and overall cardiovascular fitness.",
-        "RemovedTeeth": "The number of removed teeth can be an indicator of overall health, including heart health. Poor oral health has been linked to an increased risk of heart disease.",
-        "HadHeartAttack": "As described above, the original dataset of nearly 300 variables was reduced to 40 variables. In addition to classical EDA, this dataset can be used to apply a number of machine learning methods, especially classifier models (logistic regression, SVM, random forest, etc.). You should treat the variable \"HadHeartAttack\" as binary (\"Yes\" - respondent had heart disease; \"No\" - respondent did not have heart disease). Note, however, that the classes are unbalanced, so the classic approach of applying a model is not advisable. Fixing the weights/undersampling should yield much better results. Based on the data set, I built a logistic regression model and embedded it in an application that might inspire you: https://share.streamlit.io/kamilpytlak/heart-condition-checker/main/app.py. Can you indicate which variables have a significant effect on the likelihood of heart disease?",
-        "HadAngina": "Angina is a type of chest pain caused by reduced blood flow to the heart. It is a symptom of coronary artery disease and can indicate an increased risk of heart disease.",
-        "HadStroke": "A stroke is a medical emergency that occurs when the blood supply to part of the brain is interrupted or reduced, preventing brain tissue from getting oxygen and nutrients. This can lead to serious health complications, including heart disease.",
-        "HadAsthma": "Asthma is a chronic respiratory condition that can affect heart health. It is important to manage asthma symptoms to reduce the risk of heart disease.",
-        "HadSkinCancer": "Skin cancer is a type of cancer that can affect overall health. It is important to address and treat skin cancer to maintain overall health and reduce the risk of heart disease.",
-        "HadCOPD": "Chronic obstructive pulmonary disease (COPD) is a chronic inflammatory lung disease that causes obstructed airflow from the lungs. It can increase the risk of heart disease.",
-        "HadDepressiveDisorder": "Depressive disorders can affect overall health and increase the risk of heart disease. It is important to address and manage mental health to reduce the risk of heart-related complications.",
-        "HadKidneyDisease": "Kidney disease can increase the risk of heart disease. It is important to monitor and manage kidney health to reduce the risk of heart-related complications.",
-        "HadArthritis": "Arthritis is a condition that causes inflammation of the joints. It can affect overall health and increase the risk of heart disease.",
-        "HadDiabetes": "Diabetes is a major risk factor for heart disease. High blood sugar levels can damage blood vessels and nerves that control the heart, leading to an increased risk of heart disease.",
-        "DeafOrHardOfHearing": "Hearing loss can affect overall health and quality of life. It is important to address and manage hearing issues to maintain overall health and reduce the risk of heart disease.",
-        "BlindOrVisionDifficulty": "Vision difficulties can affect overall health and quality of life. It is important to address and manage vision issues to maintain overall health and reduce the risk of heart disease.",
-        "DifficultyConcentrating": "Difficulty concentrating can be a sign of underlying health issues, including heart disease. It is important to address cognitive issues to improve overall health and reduce the risk of heart-related complications.",
-        "DifficultyWalking": "Difficulty walking can be a sign of underlying health issues, including heart disease. It is important to address mobility issues to improve overall health and reduce the risk of heart-related complications.",
-        "DifficultyDressingBathing": "Difficulty with daily activities such as dressing and bathing can be a sign of underlying health issues, including heart disease. It is important to address these issues to improve overall health and reduce the risk of heart-related complications.",
-        "DifficultyErrands": "Difficulty running errands can be a sign of underlying health issues, including heart disease. It is important to address these issues to improve overall health and reduce the risk of heart-related complications.",
-        "SmokerStatus": "Smoking is a major risk factor for heart disease. It is important to address and manage smoking habits to reduce the risk of heart-related complications.",
-        "ECigaretteUsage": "E-cigarette usage can affect heart health. It is important to monitor and manage e-cigarette usage to reduce the risk of heart disease.",
-        "ChestScan": "Chest scans can help identify underlying health issues, including heart disease. It is important to monitor and address any abnormalities found in chest scans to maintain overall health.",
-        "RaceEthnicityCategory": "Race and ethnicity can influence the risk of heart disease. It is important to consider these factors when assessing and managing heart health.",
-        "AlcoholDrinkers": "According to the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm), excessive alcohol consumption can lead to high blood pressure, heart failure, and even stroke. It is important to monitor and manage alcohol intake to reduce the risk of heart disease.",
-        "HIVTesting": "HIV testing is important for overall health. It is important to address and manage HIV status to reduce the risk of heart-related complications.",
-        "FluVaxLast12": "Receiving a flu vaccine in the last 12 months can help reduce the risk of respiratory infections, which can affect heart health. It is important to stay up-to-date with vaccinations to maintain overall health.",
-        "PneumoVaxEver": "Receiving a pneumococcal vaccine can help reduce the risk of respiratory infections, which can affect heart health. It is important to stay up-to-date with vaccinations to maintain overall health.",
-        "TetanusLast10Tdap": "Receiving a tetanus vaccine in the last 10 years can help reduce the risk of infections, which can affect heart health. It is important to stay up-to-date with vaccinations to maintain overall health.",
-        "HighRiskLastYear": "Being at high risk for health issues in the last year can affect overall health and increase the risk of heart disease. It is important to address and manage high-risk factors to reduce the risk of heart-related complications.",
-        "CovidPos": "Testing positive for COVID-19 can affect overall health and increase the risk of heart disease. It is important to monitor and manage COVID-19 symptoms to reduce the risk of heart-related complications."
-    },
-    "num_feature_intro": {
-        "BMI": "According to the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm), heart disease is a leading cause of death for people of most races in the U.S. (African Americans, American Indians and Alaska Natives, and whites). About half of all Americans (47%) have at least 1 of 3 major risk factors for heart disease: high blood pressure, high cholesterol, and smoking. Other key indicators include diabetes status, obesity (high BMI), not getting enough physical activity, or drinking too much alcohol. Identifying and preventing the factors that have the greatest impact on heart disease is very important in healthcare. In turn, developments in computing allow the application of machine learning methods to detect \"patterns\" in the data that can predict a patient's condition.",
-        "PhysicalHealth": "Physical health is an important factor in overall well-being and can influence the risk of heart disease. It is important to maintain good physical health to reduce the risk of heart-related complications.",
-        "MentalHealth": "Mental health is an important factor in overall well-being and can influence the risk of heart disease. It is important to address and manage mental health to reduce the risk of heart-related complications.",
-        "SleepTime": "Sleep time is an important factor in overall health. Poor sleep can affect heart health and increase the risk of heart disease. It is important to maintain good sleep habits to reduce the risk of heart-related complications.",
-        "PhysicalHealthDays": "The number of days with good physical health can be an indicator of overall well-being. It is important to maintain good physical health to reduce the risk of heart-related complications.",
-        "MentalHealthDays": "The number of days with good mental health can be an indicator of overall well-being. It is important to address and manage mental health to reduce the risk of heart-related complications.",
-        "SleepHours": "The number of hours of sleep can affect overall health. Poor sleep can affect heart health and increase the risk of heart disease. It is important to maintain good sleep habits to reduce the risk of heart-related complications.",
-        "HeightInMeters": "Height can be an indicator of overall health. It is important to monitor and maintain a healthy height-to-weight ratio to reduce the risk of heart disease.",
-        "WeightInKilograms": "Weight can be an indicator of overall health. It is important to maintain a healthy weight to reduce the risk of heart disease."
-    },
-    "evaluation_metric": "The evaluation metric for this dataset can include accuracy, precision, recall, F1-score, and AUC-ROC. These metrics can help assess the performance of machine learning models in predicting heart disease.",
-    "task_type": "classification",
-    "target": "GeneralHealth",
-    "num_feature_value": {
-        "BMI": [
-            12.02,
-            99.64
-        ],
-        "HeightInMeters": [
-            0.91,
-            2.41
-        ],
-        "MentalHealth": [
-            0.0,
-            30.0
-        ],
-        "MentalHealthDays": [
-            0.0,
-            30.0
-        ],
-        "PhysicalHealth": [
-            0.0,
-            30.0
-        ],
-        "PhysicalHealthDays": [
-            0.0,
-            30.0
-        ],
-        "SleepHours": [
-            1.0,
-            24.0
-        ],
-        "SleepTime": [
-            1.0,
-            24.0
-        ],
-        "WeightInKilograms": [
-            22.68,
-            292.57
-        ]
-    },
-    "cat_feature_value": {
-        "AgeCategory": [
-            "18-24",
-            "25-29",
-            "30-34",
-            "35-39",
-            "40-44",
-            "45-49",
-            "50-54",
-            "55-59",
-            "60-64",
-            "65-69",
-            "70-74",
-            "75-79",
-            "80 or older",
-            "Age 18 to 24",
-            "Age 25 to 29",
-            "Age 30 to 34",
-            "Age 35 to 39",
-            "Age 40 to 44",
-            "Age 45 to 49",
-            "Age 50 to 54",
-            "Age 55 to 59",
-            "Age 60 to 64",
-            "Age 65 to 69",
-            "Age 70 to 74",
-            "Age 75 to 79",
-            "Age 80 or older"
-        ],
-        "AlcoholDrinkers": [
-            "No",
-            "Yes"
-        ],
-        "AlcoholDrinking": [
-            "No",
-            "Yes"
-        ],
-        "Asthma": [
-            "No",
-            "Yes"
-        ],
-        "BlindOrVisionDifficulty": [
-            "No",
-            "Yes"
-        ],
-        "ChestScan": [
-            "No",
-            "Yes"
-        ],
-        "CovidPos": [
-            "No",
-            "Tested positive using home test without a health professional",
-            "Yes"
-        ],
-        "DeafOrHardOfHearing": [
-            "No",
-            "Yes"
-        ],
-        "Diabetic": [
-            "No",
-            "No, borderline diabetes",
-            "Yes",
-            "Yes (during pregnancy)"
-        ],
-        "DiffWalking": [
-            "No",
-            "Yes"
-        ],
-        "DifficultyConcentrating": [
-            "No",
-            "Yes"
-        ],
-        "DifficultyDressingBathing": [
-            "No",
-            "Yes"
-        ],
-        "DifficultyErrands": [
-            "No",
-            "Yes"
-        ],
-        "DifficultyWalking": [
-            "No",
-            "Yes"
-        ],
-        "ECigaretteUsage": [
-            "Never used e-cigarettes in my entire life",
-            "Not at all (right now)",
-            "Use them every day",
-            "Use them some days"
-        ],
-        "FluVaxLast12": [
-            "No",
-            "Yes"
-        ],
-        "GenHealth": [
-            "Excellent",
-            "Fair",
-            "Good",
-            "Poor",
-            "Very good"
-        ],
-        "GeneralHealth": [
-            "Excellent",
-            "Fair",
-            "Good",
-            "Poor",
-            "Very good"
-        ],
-        "HIVTesting": [
-            "No",
-            "Yes"
-        ],
-        "HadAngina": [
-            "No",
-            "Yes"
-        ],
-        "HadArthritis": [
-            "No",
-            "Yes"
-        ],
-        "HadAsthma": [
-            "No",
-            "Yes"
-        ],
-        "HadCOPD": [
-            "No",
-            "Yes"
-        ],
-        "HadDepressiveDisorder": [
-            "No",
-            "Yes"
-        ],
-        "HadDiabetes": [
-            "No",
-            "No, pre-diabetes or borderline diabetes",
-            "Yes",
-            "Yes, but only during pregnancy (female)"
-        ],
-        "HadHeartAttack": [
-            "No",
-            "Yes"
-        ],
-        "HadKidneyDisease": [
-            "No",
-            "Yes"
-        ],
-        "HadSkinCancer": [
-            "No",
-            "Yes"
-        ],
-        "HadStroke": [
-            "No",
-            "Yes"
-        ],
-        "HeartDisease": [
-            "No",
-            "Yes"
-        ],
-        "HighRiskLastYear": [
-            "No",
-            "Yes"
-        ],
-        "KidneyDisease": [
-            "No",
-            "Yes"
-        ],
-        "LastCheckupTime": [
-            "5 or more years ago",
-            "Within past 2 years (1 year but less than 2 years ago)",
-            "Within past 5 years (2 years but less than 5 years ago)",
-            "Within past year (anytime less than 12 months ago)"
-        ],
-        "PhysicalActivities": [
-            "No",
-            "Yes"
-        ],
-        "PhysicalActivity": [
-            "No",
-            "Yes"
-        ],
-        "PneumoVaxEver": [
-            "No",
-            "Yes"
-        ],
-        "Race": [
-            "American Indian/Alaskan Native",
-            "Asian",
-            "Black",
-            "Hispanic",
-            "Other",
-            "White"
-        ],
-        "RaceEthnicityCategory": [
-            "Black only, Non-Hispanic",
-            "Hispanic",
-            "Multiracial, Non-Hispanic",
-            "Other race only, Non-Hispanic",
-            "White only, Non-Hispanic"
-        ],
-        "RemovedTeeth": [
-            "1 to 5",
-            "6 or more, but not all",
-            "All",
-            "None of them"
-        ],
-        "Sex": [
-            "Female",
-            "Male"
-        ],
-        "SkinCancer": [
-            "No",
-            "Yes"
-        ],
-        "SmokerStatus": [
-            "Current smoker - now smokes every day",
-            "Current smoker - now smokes some days",
-            "Former smoker",
-            "Never smoked"
-        ],
-        "Smoking": [
-            "No",
-            "Yes"
-        ],
-        "State": [
-            "Alabama",
-            "Alaska",
-            "Arizona",
-            "Arkansas",
-            "California",
-            "Colorado",
-            "Connecticut",
-            "Delaware",
-            "District of Columbia",
-            "Florida",
-            "Georgia",
-            "Guam",
-            "Hawaii",
-            "Idaho",
-            "Illinois",
-            "Indiana",
-            "Iowa",
-            "Kansas",
-            "Kentucky",
-            "Louisiana",
-            "Maine",
-            "Maryland",
-            "Massachusetts",
-            "Michigan",
-            "Minnesota",
-            "Mississippi",
-            "Missouri",
-            "Montana",
-            "Nebraska",
-            "Nevada",
-            "New Hampshire",
-            "New Jersey",
-            "New Mexico",
-            "New York",
-            "North Carolina",
-            "North Dakota",
-            "Ohio",
-            "Oklahoma",
-            "Oregon",
-            "Pennsylvania",
-            "Puerto Rico",
-            "Rhode Island",
-            "South Carolina",
-            "South Dakota",
-            "Tennessee",
-            "Texas",
-            "Utah",
-            "Vermont",
-            "Virgin Islands",
-            "Virginia",
-            "Washington",
-            "West Virginia",
-            "Wisconsin",
-            "Wyoming"
-        ],
-        "Stroke": [
-            "No",
-            "Yes"
-        ],
-        "TetanusLast10Tdap": [
-            "No, did not receive any tetanus shot in the past 10 years",
-            "Yes, received Tdap",
-            "Yes, received tetanus shot but not sure what type",
-            "Yes, received tetanus shot, but not Tdap"
-        ]
-    }
-}
\ No newline at end of file
+{
+  "name": "Indicators of Heart Disease (2022 UPDATE)",
+  "source": "https://www.kaggle.com/datasets/kamilpytlak/personal-key-indicators-of-heart-disease/data",
+  "data_intro": "The dataset originally comes from the CDC and is a major part of the Behavioral Risk Factor Surveillance System (BRFSS), which conducts annual telephone surveys to collect data on the health status of U.S. residents. As described by the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm): \"Established in 1984 with 15 states, BRFSS now collects data in all 50 states, the District of Columbia, and three U.S. territories. BRFSS completes more than 400,000 adult interviews each year, making it the largest continuously conducted health survey system in the world. The most recent dataset includes data from 2023. In this dataset, I noticed many factors (questions) that directly or indirectly influence heart disease, so I decided to select the most relevant variables from it. I also decided to share with you two versions of the most recent dataset: with NaNs and without it.",
+  "is_splited": false,
+  "overall_size": 1010949,
+  "train_size": 0,
+  "test_size": 0,
+  "c_classes": 45,
+  "n_classes": 9,
+  "cat_feature_intro": {
+    "HeartDisease": "The dataset originally comes from the CDC and is a major part of the Behavioral Risk Factor Surveillance System (BRFSS), which conducts annual telephone surveys to collect data on the health status of U.S. residents. As described by the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm): \"Established in 1984 with 15 states, BRFSS now collects data in all 50 states, the District of Columbia, and three U.S. territories. BRFSS completes more than 400,000 adult interviews each year, making it the largest continuously conducted health survey system in the world. The most recent dataset includes data from 2023. In this dataset, I noticed many factors (questions) that directly or indirectly influence heart disease, so I decided to select the most relevant variables from it. I also decided to share with you two versions of the most recent dataset: with NaNs and without it.",
+    "Smoking": "According to the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm), heart disease is a leading cause of death for people of most races in the U.S. (African Americans, American Indians and Alaska Natives, and whites). About half of all Americans (47%) have at least 1 of 3 major risk factors for heart disease: high blood pressure, high cholesterol, and smoking. Other key indicators include diabetes status, obesity (high BMI), not getting enough physical activity, or drinking too much alcohol. Identifying and preventing the factors that have the greatest impact on heart disease is very important in healthcare. In turn, developments in computing allow the application of machine learning methods to detect \"patterns\" in the data that can predict a patient's condition.",
+    "AlcoholDrinking": "According to the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm), excessive alcohol consumption can lead to high blood pressure, heart failure, and even stroke. It is important to monitor and manage alcohol intake to reduce the risk of heart disease.",
+    "Stroke": "A stroke is a medical emergency that occurs when the blood supply to part of the brain is interrupted or reduced, preventing brain tissue from getting oxygen and nutrients. This can lead to serious health complications, including heart disease.",
+    "DiffWalking": "Difficulty walking can be a sign of underlying health issues, including heart disease. It is important to address mobility issues to improve overall health and reduce the risk of heart-related complications.",
+    "Sex": "Sex is a biological factor that can influence the risk of heart disease. Men and women may experience different symptoms and risk factors for heart disease.",
+    "AgeCategory": "Age is a significant risk factor for heart disease. As people age, their risk of developing heart disease increases. It is important to monitor heart health as individuals get older.",
+    "Race": "According to the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm), heart disease is a leading cause of death for people of most races in the U.S. (African Americans, American Indians and Alaska Natives, and whites). About half of all Americans (47%) have at least 1 of 3 major risk factors for heart disease: high blood pressure, high cholesterol, and smoking. Other key indicators include diabetes status, obesity (high BMI), not getting enough physical activity, or drinking too much alcohol. Identifying and preventing the factors that have the greatest impact on heart disease is very important in healthcare. In turn, developments in computing allow the application of machine learning methods to detect \"patterns\" in the data that can predict a patient's condition.",
+    "Diabetic": "Diabetes is a major risk factor for heart disease. High blood sugar levels can damage blood vessels and nerves that control the heart, leading to an increased risk of heart disease.",
+    "PhysicalActivity": "Regular physical activity is important for maintaining heart health. It can help reduce the risk of heart disease by improving blood pressure, cholesterol levels, and overall cardiovascular fitness.",
+    "Asthma": "Asthma is a chronic respiratory condition that can affect heart health. It is important to manage asthma symptoms to reduce the risk of heart disease.",
+    "KidneyDisease": "Kidney disease can increase the risk of heart disease. It is important to monitor and manage kidney health to reduce the risk of heart-related complications.",
+    "SkinCancer": "Skin cancer is a type of cancer that can affect overall health. It is important to address and treat skin cancer to maintain overall health and reduce the risk of heart disease.",
+    "State": "The dataset originally comes from the CDC and is a major part of the Behavioral Risk Factor Surveillance System (BRFSS), which conducts annual telephone surveys to collect data on the health status of U.S. residents. As described by the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm): \"Established in 1984 with 15 states, BRFSS now collects data in all 50 states, the District of Columbia, and three U.S. territories. BRFSS completes more than 400,000 adult interviews each year, making it the largest continuously conducted health survey system in the world. The most recent dataset includes data from 2023. In this dataset, I noticed many factors (questions) that directly or indirectly influence heart disease, so I decided to select the most relevant variables from it. I also decided to share with you two versions of the most recent dataset: with NaNs and without it.",
+    "GeneralHealth": "Self-reported general health from BRFSS GENHLTH: Excellent, Very good, Good, Fair, or Poor.",
+    "LastCheckupTime": "The time since the last medical checkup can be an important factor in heart health. Regular checkups can help identify and address risk factors for heart disease early.",
+    "PhysicalActivities": "Engaging in regular physical activities is important for maintaining heart health. It can help reduce the risk of heart disease by improving blood pressure, cholesterol levels, and overall cardiovascular fitness.",
+    "RemovedTeeth": "The number of removed teeth can be an indicator of overall health, including heart health. Poor oral health has been linked to an increased risk of heart disease.",
+    "HadHeartAttack": "As described above, the original dataset of nearly 300 variables was reduced to 40 variables. In addition to classical EDA, this dataset can be used to apply a number of machine learning methods, especially classifier models (logistic regression, SVM, random forest, etc.). You should treat the variable \"HadHeartAttack\" as binary (\"Yes\" - respondent had heart disease; \"No\" - respondent did not have heart disease). Note, however, that the classes are unbalanced, so the classic approach of applying a model is not advisable. Fixing the weights/undersampling should yield much better results. Based on the data set, I built a logistic regression model and embedded it in an application that might inspire you: https://share.streamlit.io/kamilpytlak/heart-condition-checker/main/app.py. Can you indicate which variables have a significant effect on the likelihood of heart disease?",
+    "HadAngina": "Angina is a type of chest pain caused by reduced blood flow to the heart. It is a symptom of coronary artery disease and can indicate an increased risk of heart disease.",
+    "HadStroke": "A stroke is a medical emergency that occurs when the blood supply to part of the brain is interrupted or reduced, preventing brain tissue from getting oxygen and nutrients. This can lead to serious health complications, including heart disease.",
+    "HadAsthma": "Asthma is a chronic respiratory condition that can affect heart health. It is important to manage asthma symptoms to reduce the risk of heart disease.",
+    "HadSkinCancer": "Skin cancer is a type of cancer that can affect overall health. It is important to address and treat skin cancer to maintain overall health and reduce the risk of heart disease.",
+    "HadCOPD": "Chronic obstructive pulmonary disease (COPD) is a chronic inflammatory lung disease that causes obstructed airflow from the lungs. It can increase the risk of heart disease.",
+    "HadDepressiveDisorder": "Depressive disorders can affect overall health and increase the risk of heart disease. It is important to address and manage mental health to reduce the risk of heart-related complications.",
+    "HadKidneyDisease": "Kidney disease can increase the risk of heart disease. It is important to monitor and manage kidney health to reduce the risk of heart-related complications.",
+    "HadArthritis": "Arthritis is a condition that causes inflammation of the joints. It can affect overall health and increase the risk of heart disease.",
+    "HadDiabetes": "Diabetes is a major risk factor for heart disease. High blood sugar levels can damage blood vessels and nerves that control the heart, leading to an increased risk of heart disease.",
+    "DeafOrHardOfHearing": "Hearing loss can affect overall health and quality of life. It is important to address and manage hearing issues to maintain overall health and reduce the risk of heart disease.",
+    "BlindOrVisionDifficulty": "Vision difficulties can affect overall health and quality of life. It is important to address and manage vision issues to maintain overall health and reduce the risk of heart disease.",
+    "DifficultyConcentrating": "Difficulty concentrating can be a sign of underlying health issues, including heart disease. It is important to address cognitive issues to improve overall health and reduce the risk of heart-related complications.",
+    "DifficultyWalking": "Difficulty walking can be a sign of underlying health issues, including heart disease. It is important to address mobility issues to improve overall health and reduce the risk of heart-related complications.",
+    "DifficultyDressingBathing": "Difficulty with daily activities such as dressing and bathing can be a sign of underlying health issues, including heart disease. It is important to address these issues to improve overall health and reduce the risk of heart-related complications.",
+    "DifficultyErrands": "Difficulty running errands can be a sign of underlying health issues, including heart disease. It is important to address these issues to improve overall health and reduce the risk of heart-related complications.",
+    "SmokerStatus": "Smoking is a major risk factor for heart disease. It is important to address and manage smoking habits to reduce the risk of heart-related complications.",
+    "ECigaretteUsage": "E-cigarette usage can affect heart health. It is important to monitor and manage e-cigarette usage to reduce the risk of heart disease.",
+    "ChestScan": "Chest scans can help identify underlying health issues, including heart disease. It is important to monitor and address any abnormalities found in chest scans to maintain overall health.",
+    "RaceEthnicityCategory": "Race and ethnicity can influence the risk of heart disease. It is important to consider these factors when assessing and managing heart health.",
+    "AlcoholDrinkers": "According to the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm), excessive alcohol consumption can lead to high blood pressure, heart failure, and even stroke. It is important to monitor and manage alcohol intake to reduce the risk of heart disease.",
+    "HIVTesting": "Whether the respondent has ever been tested for HIV (Yes/No), not the result of that test.",
+    "FluVaxLast12": "Receiving a flu vaccine in the last 12 months can help reduce the risk of respiratory infections, which can affect heart health. It is important to stay up-to-date with vaccinations to maintain overall health.",
+    "PneumoVaxEver": "Receiving a pneumococcal vaccine can help reduce the risk of respiratory infections, which can affect heart health. It is important to stay up-to-date with vaccinations to maintain overall health.",
+    "TetanusLast10Tdap": "Receiving a tetanus vaccine in the last 10 years can help reduce the risk of infections, which can affect heart health. It is important to stay up-to-date with vaccinations to maintain overall health.",
+    "HighRiskLastYear": "Being at high risk for health issues in the last year can affect overall health and increase the risk of heart disease. It is important to address and manage high-risk factors to reduce the risk of heart-related complications.",
+    "CovidPos": "Testing positive for COVID-19 can affect overall health and increase the risk of heart disease. It is important to monitor and manage COVID-19 symptoms to reduce the risk of heart-related complications."
+  },
+  "num_feature_intro": {
+    "BMI": "According to the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm), heart disease is a leading cause of death for people of most races in the U.S. (African Americans, American Indians and Alaska Natives, and whites). About half of all Americans (47%) have at least 1 of 3 major risk factors for heart disease: high blood pressure, high cholesterol, and smoking. Other key indicators include diabetes status, obesity (high BMI), not getting enough physical activity, or drinking too much alcohol. Identifying and preventing the factors that have the greatest impact on heart disease is very important in healthcare. In turn, developments in computing allow the application of machine learning methods to detect \"patterns\" in the data that can predict a patient's condition.",
+    "PhysicalHealth": "Physical health is an important factor in overall well-being and can influence the risk of heart disease. It is important to maintain good physical health to reduce the risk of heart-related complications.",
+    "MentalHealth": "Mental health is an important factor in overall well-being and can influence the risk of heart disease. It is important to address and manage mental health to reduce the risk of heart-related complications.",
+    "SleepTime": "Sleep time is an important factor in overall health. Poor sleep can affect heart health and increase the risk of heart disease. It is important to maintain good sleep habits to reduce the risk of heart-related complications.",
+    "PhysicalHealthDays": "The number of days with good physical health can be an indicator of overall well-being. It is important to maintain good physical health to reduce the risk of heart-related complications.",
+    "MentalHealthDays": "The number of days with good mental health can be an indicator of overall well-being. It is important to address and manage mental health to reduce the risk of heart-related complications.",
+    "SleepHours": "The number of hours of sleep can affect overall health. Poor sleep can affect heart health and increase the risk of heart disease. It is important to maintain good sleep habits to reduce the risk of heart-related complications.",
+    "HeightInMeters": "Height can be an indicator of overall health. It is important to monitor and maintain a healthy height-to-weight ratio to reduce the risk of heart disease.",
+    "WeightInKilograms": "Weight can be an indicator of overall health. It is important to maintain a healthy weight to reduce the risk of heart disease."
+  },
+  "evaluation_metric": "The evaluation metric for this dataset can include accuracy, precision, recall, F1-score, and AUC-ROC. These metrics can help assess the performance of machine learning models in predicting heart disease.",
+  "task_type": "classification",
+  "target": "GeneralHealth",
+  "num_feature_value": {
+    "BMI": [
+      12.02,
+      99.64
+    ],
+    "HeightInMeters": [
+      0.91,
+      2.41
+    ],
+    "MentalHealth": [
+      0.0,
+      30.0
+    ],
+    "MentalHealthDays": [
+      0.0,
+      30.0
+    ],
+    "PhysicalHealth": [
+      0.0,
+      30.0
+    ],
+    "PhysicalHealthDays": [
+      0.0,
+      30.0
+    ],
+    "SleepHours": [
+      1.0,
+      24.0
+    ],
+    "SleepTime": [
+      1.0,
+      24.0
+    ],
+    "WeightInKilograms": [
+      22.68,
+      292.57
+    ]
+  },
+  "cat_feature_value": {
+    "AgeCategory": [
+      "18-24",
+      "25-29",
+      "30-34",
+      "35-39",
+      "40-44",
+      "45-49",
+      "50-54",
+      "55-59",
+      "60-64",
+      "65-69",
+      "70-74",
+      "75-79",
+      "80 or older",
+      "Age 18 to 24",
+      "Age 25 to 29",
+      "Age 30 to 34",
+      "Age 35 to 39",
+      "Age 40 to 44",
+      "Age 45 to 49",
+      "Age 50 to 54",
+      "Age 55 to 59",
+      "Age 60 to 64",
+      "Age 65 to 69",
+      "Age 70 to 74",
+      "Age 75 to 79",
+      "Age 80 or older"
+    ],
+    "AlcoholDrinkers": [
+      "No",
+      "Yes"
+    ],
+    "AlcoholDrinking": [
+      "No",
+      "Yes"
+    ],
+    "Asthma": [
+      "No",
+      "Yes"
+    ],
+    "BlindOrVisionDifficulty": [
+      "No",
+      "Yes"
+    ],
+    "ChestScan": [
+      "No",
+      "Yes"
+    ],
+    "CovidPos": [
+      "No",
+      "Tested positive using home test without a health professional",
+      "Yes"
+    ],
+    "DeafOrHardOfHearing": [
+      "No",
+      "Yes"
+    ],
+    "Diabetic": [
+      "No",
+      "No, borderline diabetes",
+      "Yes",
+      "Yes (during pregnancy)"
+    ],
+    "DiffWalking": [
+      "No",
+      "Yes"
+    ],
+    "DifficultyConcentrating": [
+      "No",
+      "Yes"
+    ],
+    "DifficultyDressingBathing": [
+      "No",
+      "Yes"
+    ],
+    "DifficultyErrands": [
+      "No",
+      "Yes"
+    ],
+    "DifficultyWalking": [
+      "No",
+      "Yes"
+    ],
+    "ECigaretteUsage": [
+      "Never used e-cigarettes in my entire life",
+      "Not at all (right now)",
+      "Use them every day",
+      "Use them some days"
+    ],
+    "FluVaxLast12": [
+      "No",
+      "Yes"
+    ],
+    "GeneralHealth": [
+      "Excellent",
+      "Very good",
+      "Good",
+      "Fair",
+      "Poor"
+    ],
+    "HIVTesting": [
+      "No",
+      "Yes"
+    ],
+    "HadAngina": [
+      "No",
+      "Yes"
+    ],
+    "HadArthritis": [
+      "No",
+      "Yes"
+    ],
+    "HadAsthma": [
+      "No",
+      "Yes"
+    ],
+    "HadCOPD": [
+      "No",
+      "Yes"
+    ],
+    "HadDepressiveDisorder": [
+      "No",
+      "Yes"
+    ],
+    "HadDiabetes": [
+      "No",
+      "No, pre-diabetes or borderline diabetes",
+      "Yes",
+      "Yes, but only during pregnancy (female)"
+    ],
+    "HadHeartAttack": [
+      "No",
+      "Yes"
+    ],
+    "HadKidneyDisease": [
+      "No",
+      "Yes"
+    ],
+    "HadSkinCancer": [
+      "No",
+      "Yes"
+    ],
+    "HadStroke": [
+      "No",
+      "Yes"
+    ],
+    "HeartDisease": [
+      "No",
+      "Yes"
+    ],
+    "HighRiskLastYear": [
+      "No",
+      "Yes"
+    ],
+    "KidneyDisease": [
+      "No",
+      "Yes"
+    ],
+    "LastCheckupTime": [
+      "5 or more years ago",
+      "Within past 2 years (1 year but less than 2 years ago)",
+      "Within past 5 years (2 years but less than 5 years ago)",
+      "Within past year (anytime less than 12 months ago)"
+    ],
+    "PhysicalActivities": [
+      "No",
+      "Yes"
+    ],
+    "PhysicalActivity": [
+      "No",
+      "Yes"
+    ],
+    "PneumoVaxEver": [
+      "No",
+      "Yes"
+    ],
+    "Race": [
+      "American Indian/Alaskan Native",
+      "Asian",
+      "Black",
+      "Hispanic",
+      "Other",
+      "White"
+    ],
+    "RaceEthnicityCategory": [
+      "Black only, Non-Hispanic",
+      "Hispanic",
+      "Multiracial, Non-Hispanic",
+      "Other race only, Non-Hispanic",
+      "White only, Non-Hispanic"
+    ],
+    "RemovedTeeth": [
+      "1 to 5",
+      "6 or more, but not all",
+      "All",
+      "None of them"
+    ],
+    "Sex": [
+      "Female",
+      "Male"
+    ],
+    "SkinCancer": [
+      "No",
+      "Yes"
+    ],
+    "SmokerStatus": [
+      "Current smoker - now smokes every day",
+      "Current smoker - now smokes some days",
+      "Former smoker",
+      "Never smoked"
+    ],
+    "Smoking": [
+      "No",
+      "Yes"
+    ],
+    "State": [
+      "Alabama",
+      "Alaska",
+      "Arizona",
+      "Arkansas",
+      "California",
+      "Colorado",
+      "Connecticut",
+      "Delaware",
+      "District of Columbia",
+      "Florida",
+      "Georgia",
+      "Guam",
+      "Hawaii",
+      "Idaho",
+      "Illinois",
+      "Indiana",
+      "Iowa",
+      "Kansas",
+      "Kentucky",
+      "Louisiana",
+      "Maine",
+      "Maryland",
+      "Massachusetts",
+      "Michigan",
+      "Minnesota",
+      "Mississippi",
+      "Missouri",
+      "Montana",
+      "Nebraska",
+      "Nevada",
+      "New Hampshire",
+      "New Jersey",
+      "New Mexico",
+      "New York",
+      "North Carolina",
+      "North Dakota",
+      "Ohio",
+      "Oklahoma",
+      "Oregon",
+      "Pennsylvania",
+      "Puerto Rico",
+      "Rhode Island",
+      "South Carolina",
+      "South Dakota",
+      "Tennessee",
+      "Texas",
+      "Utah",
+      "Vermont",
+      "Virgin Islands",
+      "Virginia",
+      "Washington",
+      "West Virginia",
+      "Wisconsin",
+      "Wyoming"
+    ],
+    "Stroke": [
+      "No",
+      "Yes"
+    ],
+    "TetanusLast10Tdap": [
+      "No, did not receive any tetanus shot in the past 10 years",
+      "Yes, received Tdap",
+      "Yes, received tetanus shot but not sure what type",
+      "Yes, received tetanus shot, but not Tdap"
+    ]
+  }
+}
diff --git a/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_002/test_current.csv b/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_002/test_current.csv
index 0e4fe1f3f76b3db0fb9dfd06bacf52fdc6485290..f64ec3b140b7c6a4d7635f091f4c373bec0376df 100644
--- a/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_002/test_current.csv
+++ b/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_002/test_current.csv
@@ -1,16 +1,26 @@
-HeartDisease,BMI,Smoking,AlcoholDrinking,Stroke,PhysicalHealth,MentalHealth,DiffWalking,Sex,AgeCategory,Race,Diabetic,PhysicalActivity,GenHealth,SleepTime,Asthma,KidneyDisease,SkinCancer,State,GeneralHealth,PhysicalHealthDays,MentalHealthDays,LastCheckupTime,PhysicalActivities,SleepHours,RemovedTeeth,HadHeartAttack,HadAngina,HadStroke,HadAsthma,HadSkinCancer,HadCOPD,HadDepressiveDisorder,HadKidneyDisease,HadArthritis,HadDiabetes,DeafOrHardOfHearing,BlindOrVisionDifficulty,DifficultyConcentrating,DifficultyWalking,DifficultyDressingBathing,DifficultyErrands,SmokerStatus,ECigaretteUsage,ChestScan,RaceEthnicityCategory,HeightInMeters,WeightInKilograms,AlcoholDrinkers,HIVTesting,FluVaxLast12,PneumoVaxEver,TetanusLast10Tdap,HighRiskLastYear,CovidPos
-,35.4,,,,,,,Male,Age 30 to 34,,,,,,,,,Minnesota,Excellent,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.7,102.51,Yes,No,Yes,,"Yes, received tetanus shot but not sure what type",No,Yes
-,26.61,,,,,,,Male,Age 80 or older,,,,,,,,,Illinois,Excellent,7.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,,No,No,No,Yes,No,No,No,No,Yes,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"Black only, Non-Hispanic",1.73,79.38,No,Yes,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
-,19.37,,,,,,,Female,Age 40 to 44,,,,,,,,,Virginia,Excellent,0.0,4.0,Within past 2 years (1 year but less than 2 years ago),Yes,8.0,"6 or more, but not all",No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,Hispanic,1.68,54.43,Yes,No,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-,25.42,,,,,,,Male,Age 40 to 44,,,,,,,,,Florida,Excellent,0.0,0.0,5 or more years ago,Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.98,99.79,Yes,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-,27.05,,,,,,,Male,Age 60 to 64,,,,,,,,,California,Excellent,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.85,92.99,No,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,Yes
-,22.15,,,,,,,Male,Age 30 to 34,,,,,,,,,Indiana,Excellent,0.0,3.0,Within past 2 years (1 year but less than 2 years ago),Yes,7.0,None of them,No,No,No,No,No,No,Yes,No,No,No,No,No,Yes,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,Hispanic,1.75,68.04,Yes,Yes,No,No,"Yes, received tetanus shot but not sure what type",No,No
-,25.8,,,,,,,Male,Age 25 to 29,,,,,,,,,South Dakota,Excellent,0.0,2.0,,Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.8,83.91,No,,No,,"No, did not receive any tetanus shot in the past 10 years",No,Yes
-,25.61,,,,,,,Female,Age 75 to 79,,,,,,,,,Utah,Excellent,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.57,63.5,No,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
-,26.78,,,,,,,Male,Age 55 to 59,,,,,,,,,New York,Excellent,1.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,No,No,No,Yes,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"Other race only, Non-Hispanic",1.8,87.09,Yes,No,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-,18.79,,,,,,,Female,Age 50 to 54,,,,,,,,,Louisiana,Excellent,3.0,3.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.7,54.43,Yes,,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
-,28.34,,,,,,,Female,Age 50 to 54,,,,,,,,,Utah,Excellent,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,,,,,,,,,,"White only, Non-Hispanic",1.6,72.57,,,,,,,
-,29.65,,,,,,,Male,Age 70 to 74,,,,,,,,,Rhode Island,Excellent,14.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.73,88.45,Yes,No,Yes,No,"Yes, received tetanus shot but not sure what type",No,No
-,23.09,,,,,,,Male,Age 18 to 24,,,,,,,,,Kentucky,Excellent,0.0,7.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,Yes,No,No,No,No,Yes,No,No,No,No,Never smoked,Not at all (right now),Yes,"White only, Non-Hispanic",1.85,79.38,Yes,No,No,No,"Yes, received Tdap",No,Yes
-,24.79,,,,,,,Female,,,,,,,,,,California,Excellent,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.65,67.59,Yes,Yes,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-,22.71,,,,,,,Female,Age 18 to 24,,,,,,,,,New York,Excellent,2.0,3.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"Black only, Non-Hispanic",1.7,65.77,Yes,Yes,No,No,"Yes, received Tdap",No,Yes
+HeartDisease,BMI,Smoking,AlcoholDrinking,Stroke,PhysicalHealth,MentalHealth,DiffWalking,Sex,AgeCategory,Race,Diabetic,PhysicalActivity,SleepTime,Asthma,KidneyDisease,SkinCancer,State,GeneralHealth,PhysicalHealthDays,MentalHealthDays,LastCheckupTime,PhysicalActivities,SleepHours,RemovedTeeth,HadHeartAttack,HadAngina,HadStroke,HadAsthma,HadSkinCancer,HadCOPD,HadDepressiveDisorder,HadKidneyDisease,HadArthritis,HadDiabetes,DeafOrHardOfHearing,BlindOrVisionDifficulty,DifficultyConcentrating,DifficultyWalking,DifficultyDressingBathing,DifficultyErrands,SmokerStatus,ECigaretteUsage,ChestScan,RaceEthnicityCategory,HeightInMeters,WeightInKilograms,AlcoholDrinkers,HIVTesting,FluVaxLast12,PneumoVaxEver,TetanusLast10Tdap,HighRiskLastYear,CovidPos
+,35.4,,,,,,,Male,Age 30 to 34,,,,,,,,Minnesota,Excellent,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.7,102.51,Yes,No,Yes,,"Yes, received tetanus shot but not sure what type",No,Yes
+,26.61,,,,,,,Male,Age 80 or older,,,,,,,,Illinois,Excellent,7.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,,No,No,No,Yes,No,No,No,No,Yes,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"Black only, Non-Hispanic",1.73,79.38,No,Yes,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
+,19.37,,,,,,,Female,Age 40 to 44,,,,,,,,Virginia,Excellent,0.0,4.0,Within past 2 years (1 year but less than 2 years ago),Yes,8.0,"6 or more, but not all",No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,Hispanic,1.68,54.43,Yes,No,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+No,24.21,No,No,No,0.0,10.0,No,Female,30-34,Black,No,Yes,6.0,No,No,No,,Excellent,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,25.42,,,,,,,Male,Age 40 to 44,,,,,,,,Florida,Excellent,0.0,0.0,5 or more years ago,Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.98,99.79,Yes,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+No,23.06,Yes,No,No,3.0,0.0,No,Male,35-39,Other,No,Yes,10.0,No,No,No,,Excellent,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,27.05,,,,,,,Male,Age 60 to 64,,,,,,,,California,Excellent,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.85,92.99,No,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,Yes
+No,18.79,No,No,No,0.0,0.0,No,Female,40-44,White,No,Yes,8.0,No,No,No,,Excellent,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,22.81,No,No,No,0.0,0.0,No,Female,60-64,White,No,Yes,8.0,No,No,No,,Excellent,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,22.15,,,,,,,Male,Age 30 to 34,,,,,,,,Indiana,Excellent,0.0,3.0,Within past 2 years (1 year but less than 2 years ago),Yes,7.0,None of them,No,No,No,No,No,No,Yes,No,No,No,No,No,Yes,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,Hispanic,1.75,68.04,Yes,Yes,No,No,"Yes, received tetanus shot but not sure what type",No,No
+,25.8,,,,,,,Male,Age 25 to 29,,,,,,,,South Dakota,Excellent,0.0,2.0,,Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.8,83.91,No,,No,,"No, did not receive any tetanus shot in the past 10 years",No,Yes
+No,25.84,No,No,No,0.0,0.0,No,Male,35-39,White,No,No,6.0,No,No,No,,Excellent,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,18.79,No,No,No,28.0,25.0,No,Female,60-64,White,No,Yes,8.0,No,No,Yes,,Excellent,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,25.61,,,,,,,Female,Age 75 to 79,,,,,,,,Utah,Excellent,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.57,63.5,No,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
+No,23.3,No,No,No,0.0,0.0,No,Male,55-59,Other,No,Yes,7.0,No,No,No,,Excellent,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,26.78,,,,,,,Male,Age 55 to 59,,,,,,,,New York,Excellent,1.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,No,No,No,Yes,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"Other race only, Non-Hispanic",1.8,87.09,Yes,No,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+,18.79,,,,,,,Female,Age 50 to 54,,,,,,,,Louisiana,Excellent,3.0,3.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.7,54.43,Yes,,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
+,28.34,,,,,,,Female,Age 50 to 54,,,,,,,,Utah,Excellent,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,,,,,,,,,,"White only, Non-Hispanic",1.6,72.57,,,,,,,
+,29.65,,,,,,,Male,Age 70 to 74,,,,,,,,Rhode Island,Excellent,14.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.73,88.45,Yes,No,Yes,No,"Yes, received tetanus shot but not sure what type",No,No
+,23.09,,,,,,,Male,Age 18 to 24,,,,,,,,Kentucky,Excellent,0.0,7.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,Yes,No,No,No,No,Yes,No,No,No,No,Never smoked,Not at all (right now),Yes,"White only, Non-Hispanic",1.85,79.38,Yes,No,No,No,"Yes, received Tdap",No,Yes
+No,21.73,No,No,No,21.0,0.0,No,Female,50-54,Hispanic,No,Yes,7.0,No,No,No,,Excellent,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,19.97,No,No,No,0.0,15.0,No,Female,80 or older,White,No,Yes,6.0,No,No,No,,Excellent,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,24.79,,,,,,,Female,,,,,,,,,California,Excellent,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.65,67.59,Yes,Yes,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+No,36.62,Yes,No,No,0.0,0.0,No,Male,55-59,White,No,Yes,8.0,No,No,Yes,,Excellent,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,22.71,,,,,,,Female,Age 18 to 24,,,,,,,,New York,Excellent,2.0,3.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"Black only, Non-Hispanic",1.7,65.77,Yes,Yes,No,No,"Yes, received Tdap",No,Yes
diff --git a/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_003/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_003_current.json b/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_003/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_003_current.json
index 4da0cb85ead7406672ea89545c693e24763bf72d..7015d3e3cceeec6298707f55c4e23286c3663a66 100644
--- a/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_003/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_003_current.json
+++ b/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_003/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_003_current.json
@@ -1,12043 +1,11852 @@
 {
-    "id": "003",
-    "task_type": "B4",
-    "subtask_type": "list",
-    "perspective": "data_holder",
-    "dataset_name": "Indicators of Heart Disease (2022 UPDATE)",
-    "table_path": "output/medical/classification/Indicators of Heart Disease (2022 UPDATE)_B4/Indicators of Heart Disease (2022 UPDATE)_B4_003/test.csv",
-    "query": "I'm sending over the latest batch of community health survey entries. Based on the trends in our historical records, identify all people in this new group whose responses indicate they are likely to rate their general health as \"Fair\".",
-    "meta_info": {
-        "domain": "medical"
+  "id": "003",
+  "task_type": "B4",
+  "subtask_type": "list",
+  "perspective": "data_holder",
+  "dataset_name": "Indicators of Heart Disease (2022 UPDATE)",
+  "table_path": "output/medical/classification/Indicators of Heart Disease (2022 UPDATE)_B4/Indicators of Heart Disease (2022 UPDATE)_B4_003/test.csv",
+  "query": "I'm sending over the latest batch of community health survey entries. Based on the trends in our historical records, identify all people in this new group whose responses indicate they are likely to rate their general health as \"Fair\".",
+  "meta_info": {
+    "domain": "medical"
+  },
+  "final_decision": {},
+  "what_if": {},
+  "ground_truth": {
+    "extracted_features": [
+      {
+        "scenario_id": "002",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 28.15,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 55 to 59",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Alabama",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "Yes",
+          "HadAngina": "Yes",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "Black only, Non-Hispanic",
+          "HeightInMeters": 1.63,
+          "WeightInKilograms": 74.39,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "003",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 26.58,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 80 or older",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Missouri",
+          "GeneralHealth": "Poor",
+          "PhysicalHealthDays": 30.0,
+          "MentalHealthDays": 30.0,
+          "LastCheckupTime": null,
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": null,
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "Yes",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.75,
+          "WeightInKilograms": 81.65,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "004",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 38.02,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 5.0,
+          "MentalHealth": 20.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "30-34",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "005",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 25.11,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 25 to 29",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Maryland",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 15.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Black only, Non-Hispanic",
+          "HeightInMeters": 1.78,
+          "WeightInKilograms": 79.38,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "007",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 24.41,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 55 to 59",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Washington",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.85,
+          "WeightInKilograms": 83.91,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "009",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 30.17,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "60-64",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 6.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "010",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 28.06,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 75 to 79",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Utah",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "Yes",
+          "HadCOPD": "Yes",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.75,
+          "WeightInKilograms": 86.18,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "011",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 23.3,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 80 or older",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Maine",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.65,
+          "WeightInKilograms": 63.5,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "013",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 27.8,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 80 or older",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Alabama",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "Yes",
+          "HadAngina": "Yes",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.83,
+          "WeightInKilograms": 92.99,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "016",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 49.92,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 28.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "Yes",
+          "Sex": "Female",
+          "AgeCategory": "55-59",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "No",
+          "SleepTime": 9.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "017",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 38.74,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 55 to 59",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Texas",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 17.0,
+          "MentalHealthDays": 1.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 10.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "Yes",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.68,
+          "WeightInKilograms": 108.86,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "020",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 23.3,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "25-29",
+          "Race": "Black",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "022",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 30.67,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 25 to 29",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Kansas",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 10.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.68,
+          "WeightInKilograms": 86.18,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "Yes",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "023",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 22.15,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 70 to 74",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Alaska",
+          "GeneralHealth": "Poor",
+          "PhysicalHealthDays": 30.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "Yes",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "Yes",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.75,
+          "WeightInKilograms": 68.04,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "024",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 31.71,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 20.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "Yes",
+          "Sex": "Female",
+          "AgeCategory": "80 or older",
+          "Race": "White",
+          "Diabetic": "Yes",
+          "PhysicalActivity": "No",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "027",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 18.33,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 12.0,
+          "MentalHealth": 30.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "80 or older",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "Yes",
+          "KidneyDisease": "No",
+          "SkinCancer": "Yes",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "028",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 28.34,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 3.0,
+          "MentalHealth": 2.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "50-54",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 6.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "030",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 27.71,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 30.0,
+          "MentalHealth": 30.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "55-59",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 6.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Poor",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "033",
+        "features": {
+          "HeartDisease": "Yes",
+          "BMI": 50.79,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 2.0,
+          "DiffWalking": "Yes",
+          "Sex": "Male",
+          "AgeCategory": "70-74",
+          "Race": "White",
+          "Diabetic": "Yes",
+          "PhysicalActivity": "No",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "Yes",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "035",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 45.26,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 60 to 64",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Maine",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 30.0,
+          "MentalHealthDays": 30.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 5.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "Yes",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "Yes",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.65,
+          "WeightInKilograms": 123.38,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "042",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 34.67,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 30 to 34",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Florida",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 14.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.88,
+          "WeightInKilograms": 122.47,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "044",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 23.35,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 45 to 49",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Idaho",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 1.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "Yes",
+          "HadAsthma": "No",
+          "HadSkinCancer": "Yes",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.85,
+          "WeightInKilograms": 80.29,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "047",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 32.26,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Oklahoma",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 5.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "Yes",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.93,
+          "WeightInKilograms": 120.2,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "050",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 30.67,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 45 to 49",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Idaho",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.68,
+          "WeightInKilograms": 86.18,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "051",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 30.9,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 50 to 54",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Maryland",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Multiracial, Non-Hispanic",
+          "HeightInMeters": 1.63,
+          "WeightInKilograms": 81.65,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "052",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 32.64,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 60 to 64",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "South Carolina",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "Black only, Non-Hispanic",
+          "HeightInMeters": 1.8,
+          "WeightInKilograms": 106.14,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "053",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 34.46,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "New York",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.7,
+          "WeightInKilograms": 99.79,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "054",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 33.15,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 4.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "50-54",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "055",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 27.2,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 70 to 74",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "South Carolina",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "Yes",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.8,
+          "WeightInKilograms": 88.45,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "058",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 16.13,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Virginia",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 5.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "Yes",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.63,
+          "WeightInKilograms": 42.64,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "060",
+        "features": {
+          "HeartDisease": "Yes",
+          "BMI": 28.25,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "Yes",
+          "PhysicalHealth": 30.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "Yes",
+          "Sex": "Male",
+          "AgeCategory": "75-79",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "Yes",
+          "State": null,
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "061",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 31.12,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 14.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "55-59",
+          "Race": "Hispanic",
+          "Diabetic": "Yes",
+          "PhysicalActivity": "No",
+          "SleepTime": 7.0,
+          "Asthma": "Yes",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "066",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 29.08,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Puerto Rico",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 3.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "Yes",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "Hispanic",
+          "HeightInMeters": 1.57,
+          "WeightInKilograms": 72.12,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "068",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 23.11,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "30-34",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 6.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "071",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 32.49,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 50 to 54",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Maryland",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 14.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 9.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "Yes",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.75,
+          "WeightInKilograms": 99.79,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "072",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 34.96,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 60 to 64",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Wisconsin",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": null,
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.85,
+          "WeightInKilograms": 120.2,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "073",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 29.29,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "70-74",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "075",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 25.77,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 40 to 44",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Michigan",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.83,
+          "WeightInKilograms": 86.18,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "076",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 26.64,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 2.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "60-64",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "Yes",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "079",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 32.69,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "Yes",
+          "Stroke": "No",
+          "PhysicalHealth": 8.0,
+          "MentalHealth": 30.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "40-44",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 6.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "085",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 27.12,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 5.0,
+          "MentalHealth": 2.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "40-44",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 6.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "089",
+        "features": {
+          "HeartDisease": null,
+          "BMI": null,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 60 to 64",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Florida",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 15.0,
+          "MentalHealthDays": 15.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 3.0,
+          "RemovedTeeth": "All",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "Yes",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.73,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "091",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 25.96,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 25 to 29",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Puerto Rico",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 6.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.65,
+          "WeightInKilograms": 70.76,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "093",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 35.43,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 30 to 34",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Nebraska",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 7.0,
+          "MentalHealthDays": 2.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.6,
+          "WeightInKilograms": 90.72,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "095",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 29.05,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "80 or older",
+          "Race": "White",
+          "Diabetic": "Yes",
+          "PhysicalActivity": "No",
+          "SleepTime": 6.0,
+          "Asthma": "No",
+          "KidneyDisease": "Yes",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "099",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 28.19,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 30 to 34",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Idaho",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 7.0,
+          "MentalHealthDays": 4.0,
+          "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.7,
+          "WeightInKilograms": 81.65,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "100",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 29.69,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 75 to 79",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Guam",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "Yes",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "Yes",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No, pre-diabetes or borderline diabetes",
+          "DeafOrHardOfHearing": "Yes",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "Other race only, Non-Hispanic",
+          "HeightInMeters": 1.52,
+          "WeightInKilograms": 68.95,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "104",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 28.8,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 55 to 59",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "South Carolina",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 12.0,
+          "MentalHealthDays": 4.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "Yes",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.75,
+          "WeightInKilograms": 88.45,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "111",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 27.07,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 15.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "18-24",
+          "Race": "American Indian/Alaskan Native",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 4.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "112",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 32.45,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 2.0,
+          "MentalHealth": 2.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "45-49",
+          "Race": "Black",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "115",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 31.62,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 70 to 74",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Ohio",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "Yes",
+          "HadAsthma": "No",
+          "HadSkinCancer": "Yes",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.65,
+          "WeightInKilograms": 86.18,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "118",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 26.85,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Pennsylvania",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "Yes",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.83,
+          "WeightInKilograms": 89.81,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "121",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 32.89,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "55-59",
+          "Race": "White",
+          "Diabetic": "Yes",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "123",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 27.41,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 40 to 44",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "North Dakota",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 6.0,
+          "MentalHealthDays": 2.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.7,
+          "WeightInKilograms": 79.38,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "124",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 23.87,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 55 to 59",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Arizona",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.83,
+          "WeightInKilograms": 79.83,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "125",
+        "features": {
+          "HeartDisease": null,
+          "BMI": "27.12",
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 70 to 74",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Alaska",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": "0.0",
+          "MentalHealthDays": "0.0",
+          "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": "6.0",
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "Yes",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": "1.83",
+          "WeightInKilograms": "90.72",
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "126",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 42.05,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Alaska",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 3.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "All",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.63,
+          "WeightInKilograms": 111.13,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "128",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 27.75,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "40-44",
+          "Race": "Hispanic",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "129",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 31.28,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 80 or older",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Kansas",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 30.0,
+          "MentalHealthDays": 5.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "All",
+          "HadHeartAttack": "No",
+          "HadAngina": "Yes",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "Yes",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "Yes",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.57,
+          "WeightInKilograms": 77.56,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "133",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 30.54,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 60 to 64",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Georgia",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.7,
+          "WeightInKilograms": 88.45,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "134",
+        "features": {
+          "HeartDisease": null,
+          "BMI": null,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 80 or older",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Minnesota",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "Yes",
+          "HadAngina": "Yes",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "Yes",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.78,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "136",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 27.37,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 12.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "30-34",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "139",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 23.03,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 3.0,
+          "MentalHealth": 30.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "65-69",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 3.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "142",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 29.53,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Idaho",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 14.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.75,
+          "WeightInKilograms": 90.72,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "145",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 28.57,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 45 to 49",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Washington",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.68,
+          "WeightInKilograms": 80.29,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "149",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 24.11,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 80 or older",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Arizona",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 21.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "Yes",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No, pre-diabetes or borderline diabetes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.78,
+          "WeightInKilograms": 76.2,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "150",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 26.78,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "65-69",
+          "Race": "American Indian/Alaskan Native",
+          "Diabetic": "No",
+          "PhysicalActivity": "No",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "153",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 22.31,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 30.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "Yes",
+          "Sex": "Female",
+          "AgeCategory": "55-59",
+          "Race": "Black",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "155",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 33.67,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 40 to 44",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Maryland",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 5.0,
+          "MentalHealthDays": 15.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.7,
+          "WeightInKilograms": 97.52,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "156",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 35.51,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "18-24",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 5.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "160",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 22.83,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 60 to 64",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Indiana",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "Yes",
+          "HadCOPD": "Yes",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes some days",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.63,
+          "WeightInKilograms": 60.33,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "162",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 30.12,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Florida",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 3.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 5.0,
+          "RemovedTeeth": "All",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "Yes",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.65,
+          "WeightInKilograms": 82.1,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "163",
+        "features": {
+          "HeartDisease": null,
+          "BMI": null,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 70 to 74",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Connecticut",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": "Hispanic",
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "164",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 26.63,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 40 to 44",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Vermont",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.68,
+          "WeightInKilograms": 74.84,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": null,
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "166",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 30.54,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 30 to 34",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Maryland",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 20.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 5.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "Yes",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes every day",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Hispanic",
+          "HeightInMeters": 1.7,
+          "WeightInKilograms": 88.45,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "169",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 41.2,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 50 to 54",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Arkansas",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 1.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.63,
+          "WeightInKilograms": 108.86,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "170",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 38.74,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 60 to 64",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Hawaii",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 2.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "Yes",
+          "BlindOrVisionDifficulty": "Yes",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "Multiracial, Non-Hispanic",
+          "HeightInMeters": 1.78,
+          "WeightInKilograms": 122.47,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "173",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 24.39,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 3.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "30-34",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "174",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 24.63,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 70 to 74",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Alabama",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 30.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes every day",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "Black only, Non-Hispanic",
+          "HeightInMeters": 1.65,
+          "WeightInKilograms": 67.13,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "176",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 27.32,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Connecticut",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 30.0,
+          "MentalHealthDays": 7.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 5.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.75,
+          "WeightInKilograms": 83.91,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "182",
+        "features": {
+          "HeartDisease": null,
+          "BMI": null,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 70 to 74",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Florida",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.57,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "184",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 33.23,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 80 or older",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Indiana",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 5.0,
+          "MentalHealthDays": 1.0,
+          "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "Yes",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.75,
+          "WeightInKilograms": 102.06,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "185",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 27.46,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "Yes",
+          "Sex": "Female",
+          "AgeCategory": "80 or older",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "No",
+          "SleepTime": 5.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "186",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 30.68,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 2.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "45-49",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "No",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "187",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 24.68,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "55-59",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "189",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 34.46,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 15.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "50-54",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 9.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "191",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 29.05,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 80 or older",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Tennessee",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 7.0,
+          "MentalHealthDays": 2.0,
+          "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 10.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.68,
+          "WeightInKilograms": 81.65,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": null,
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "195",
+        "features": {
+          "HeartDisease": null,
+          "BMI": null,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 55 to 59",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Washington",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 8.0,
+          "MentalHealthDays": 3.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "196",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 29.84,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "New York",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 2.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.83,
+          "WeightInKilograms": 99.79,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "203",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 29.47,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 13.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "45-49",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "205",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 31.12,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 60 to 64",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "West Virginia",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 15.0,
+          "MentalHealthDays": 30.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.65,
+          "WeightInKilograms": 84.82,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "207",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 21.52,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 80 or older",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "New York",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": null,
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.78,
+          "WeightInKilograms": 68.04,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "213",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 23.4,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 30 to 34",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Louisiana",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 10.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.68,
+          "WeightInKilograms": 65.77,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "Yes",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "216",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 24.24,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 50 to 54",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Rhode Island",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "Hispanic",
+          "HeightInMeters": 1.5,
+          "WeightInKilograms": 54.43,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "217",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 38.26,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "35-39",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "218",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 51.49,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "Yes",
+          "Sex": "Female",
+          "AgeCategory": "50-54",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 5.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "225",
+        "features": {
+          "HeartDisease": null,
+          "BMI": null,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": null,
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Arizona",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 9.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.78,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "226",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 32.77,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 45 to 49",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "New Mexico",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 3.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes every day",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Hispanic",
+          "HeightInMeters": 1.6,
+          "WeightInKilograms": 83.91,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Tested positive using home test without a health professional"
+        }
+      },
+      {
+        "scenario_id": "230",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 28.19,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 30.0,
+          "MentalHealth": 14.0,
+          "DiffWalking": "Yes",
+          "Sex": "Female",
+          "AgeCategory": "30-34",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "No",
+          "SleepTime": 5.0,
+          "Asthma": "Yes",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "232",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 25.1,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 4.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "35-39",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 6.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "243",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 22.98,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 40 to 44",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "New Jersey",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": "Hispanic",
+          "HeightInMeters": 1.5,
+          "WeightInKilograms": 51.71,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "245",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 32.69,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 70 to 74",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "New Jersey",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 30.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "Yes",
+          "HadAngina": "Yes",
+          "HadStroke": "Yes",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "Yes",
+          "HadArthritis": "No",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "Yes",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.73,
+          "WeightInKilograms": 97.52,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "248",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 26.3,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 10.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "Yes",
+          "Sex": "Female",
+          "AgeCategory": "45-49",
+          "Race": "White",
+          "Diabetic": "Yes",
+          "PhysicalActivity": "No",
+          "SleepTime": 4.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "255",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 26.61,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 50 to 54",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Virginia",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "5 or more years ago",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.73,
+          "WeightInKilograms": 79.38,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "271",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 26.89,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 3.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "65-69",
+          "Race": "Black",
+          "Diabetic": "Yes",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 9.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "272",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 31.47,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Georgia",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 15.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.68,
+          "WeightInKilograms": 88.45,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "273",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 25.84,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 70 to 74",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Missouri",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": null,
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.7,
+          "WeightInKilograms": 74.84,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "278",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 32.28,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 55 to 59",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Minnesota",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "Yes",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.68,
+          "WeightInKilograms": 90.72,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "281",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 29.99,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 50 to 54",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Idaho",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "5 or more years ago",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.8,
+          "WeightInKilograms": 97.52,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "287",
+        "features": {
+          "HeartDisease": null,
+          "BMI": null,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Florida",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 30.0,
+          "MentalHealthDays": 30.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 10.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": "Black only, Non-Hispanic",
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "292",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 28.89,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 70 to 74",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Tennessee",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No, pre-diabetes or borderline diabetes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.73,
+          "WeightInKilograms": 86.18,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "294",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 39.06,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 75 to 79",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Washington",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "Yes",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "Yes",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "Yes",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "Yes",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.52,
+          "WeightInKilograms": 90.72,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "295",
+        "features": {
+          "HeartDisease": null,
+          "BMI": null,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 60 to 64",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Colorado",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 10.0,
+          "MentalHealthDays": 5.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "Yes",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "Yes",
+          "HadArthritis": "No",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.8,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": null,
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "296",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 24.41,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "65-69",
+          "Race": "White",
+          "Diabetic": "Yes",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "298",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 25.29,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "70-74",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 9.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "299",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 19.49,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Washington",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 3.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "All",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "Yes",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes some days",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.6,
+          "WeightInKilograms": 49.9,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": null,
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "301",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 26.54,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 75 to 79",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Texas",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 3.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "No",
+          "HadAngina": "Yes",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "Yes",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "Yes",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.78,
+          "WeightInKilograms": 83.91,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "306",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 32.95,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 50 to 54",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "South Dakota",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "Hispanic",
+          "HeightInMeters": 1.65,
+          "WeightInKilograms": 89.81,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "308",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 22.86,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 70 to 74",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Maryland",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 1.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "Yes",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.57,
+          "WeightInKilograms": 56.7,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "309",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 30.0,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 30 to 34",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Montana",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 15.0,
+          "MentalHealthDays": 22.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 4.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Other race only, Non-Hispanic",
+          "HeightInMeters": 1.91,
+          "WeightInKilograms": 108.86,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "313",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 34.87,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 1.0,
+          "MentalHealth": 3.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "35-39",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 6.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "314",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 35.12,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 35 to 39",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "South Carolina",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 7.0,
+          "MentalHealthDays": 30.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 5.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "Yes",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes every day",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "Black only, Non-Hispanic",
+          "HeightInMeters": 1.57,
+          "WeightInKilograms": 87.09,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "315",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 27.89,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 45 to 49",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Texas",
+          "GeneralHealth": "Poor",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "Yes",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes every day",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "Hispanic",
+          "HeightInMeters": 1.8,
+          "WeightInKilograms": 90.72,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "316",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 26.58,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "Yes",
+          "Sex": "Female",
+          "AgeCategory": "50-54",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "No",
+          "SleepTime": 5.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "318",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 34.46,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 45 to 49",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Louisiana",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 5.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.7,
+          "WeightInKilograms": 99.79,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "322",
+        "features": {
+          "HeartDisease": null,
+          "BMI": null,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 75 to 79",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "New Hampshire",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 2.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "All",
+          "HadHeartAttack": "No",
+          "HadAngina": "Yes",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "Yes",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "326",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 29.23,
+          "Smoking": "No",
+          "AlcoholDrinking": "Yes",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "75-79",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "Yes",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "328",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 23.57,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "70-74",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "330",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 27.79,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 6.0,
+          "MentalHealth": 20.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "30-34",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "No",
+          "SleepTime": 3.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "334",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 24.33,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 35 to 39",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Massachusetts",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.73,
+          "WeightInKilograms": 72.57,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "336",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 22.14,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "70-74",
+          "Race": "Asian",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 6.0,
+          "Asthma": "Yes",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "337",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 29.05,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 70 to 74",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Minnesota",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "Yes",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.68,
+          "WeightInKilograms": 81.65,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "340",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 23.91,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 60 to 64",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Colorado",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 28.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "Yes",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No, pre-diabetes or borderline diabetes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "Yes",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Use them every day",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.6,
+          "WeightInKilograms": 61.23,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "341",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 32.98,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 50 to 54",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Kansas",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.85,
+          "WeightInKilograms": 113.4,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "348",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 27.98,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 75 to 79",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Maine",
+          "GeneralHealth": "Poor",
+          "PhysicalHealthDays": 30.0,
+          "MentalHealthDays": 30.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "Yes",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "Yes",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.73,
+          "WeightInKilograms": 83.46,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "352",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 21.93,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 55 to 59",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Hawaii",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Other race only, Non-Hispanic",
+          "HeightInMeters": 1.7,
+          "WeightInKilograms": 63.5,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "353",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 23.73,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 30.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "70-74",
+          "Race": "White",
+          "Diabetic": "Yes",
+          "PhysicalActivity": "No",
+          "SleepTime": 8.0,
+          "Asthma": "Yes",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "357",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 38.27,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "55-59",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "358",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 22.14,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "30-34",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "359",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 24.81,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 40 to 44",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Tennessee",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 30.0,
+          "LastCheckupTime": "5 or more years ago",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 5.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "Yes",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "Yes",
+          "SmokerStatus": "Current smoker - now smokes every day",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.75,
+          "WeightInKilograms": 76.2,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "Yes",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "360",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 36.85,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 60 to 64",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Minnesota",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 30.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "Yes",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes every day",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.6,
+          "WeightInKilograms": 94.35,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "361",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 27.98,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 55 to 59",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Colorado",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 3.0,
+          "MentalHealthDays": 10.0,
+          "LastCheckupTime": "5 or more years ago",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.63,
+          "WeightInKilograms": 73.94,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "365",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 25.82,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 25 to 29",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "California",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Other race only, Non-Hispanic",
+          "HeightInMeters": 1.68,
+          "WeightInKilograms": 72.57,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "366",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 32.89,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 18 to 24",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Connecticut",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Hispanic",
+          "HeightInMeters": 1.7,
+          "WeightInKilograms": 95.25,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "370",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 22.07,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 60 to 64",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Puerto Rico",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "Yes",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Hispanic",
+          "HeightInMeters": 1.52,
+          "WeightInKilograms": 51.26,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "372",
+        "features": {
+          "HeartDisease": "Yes",
+          "BMI": 33.48,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 30.0,
+          "DiffWalking": "Yes",
+          "Sex": "Female",
+          "AgeCategory": "70-74",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "Yes",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "375",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 23.91,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 55 to 59",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Maine",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 1.0,
+          "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.6,
+          "WeightInKilograms": 61.23,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "376",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 26.63,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 40 to 44",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Missouri",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 5.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.68,
+          "WeightInKilograms": 74.84,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "377",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 28.29,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "New Mexico",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 2.0,
+          "MentalHealthDays": 2.0,
+          "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "Yes",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.65,
+          "WeightInKilograms": 77.11,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "379",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 20.37,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 45 to 49",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Indiana",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 8.0,
+          "MentalHealthDays": 30.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 9.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "Yes",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.78,
+          "WeightInKilograms": 64.41,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "380",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 28.35,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 18 to 24",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "California",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Black only, Non-Hispanic",
+          "HeightInMeters": 1.57,
+          "WeightInKilograms": 70.31,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "382",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 29.12,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "55-59",
+          "Race": "Black",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "383",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 30.54,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "35-39",
+          "Race": "Hispanic",
+          "Diabetic": "No",
+          "PhysicalActivity": "No",
+          "SleepTime": 6.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "384",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 18.64,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 60 to 64",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "New York",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 1.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 9.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.65,
+          "WeightInKilograms": 50.8,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "390",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 27.44,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Florida",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 9.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.68,
+          "WeightInKilograms": 77.11,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "392",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 29.12,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 40 to 44",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "North Carolina",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Other race only, Non-Hispanic",
+          "HeightInMeters": 1.65,
+          "WeightInKilograms": 79.38,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "394",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 25.68,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "West Virginia",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "Yes",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes every day",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.88,
+          "WeightInKilograms": 90.72,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "395",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 21.95,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 70 to 74",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Florida",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 12.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.57,
+          "WeightInKilograms": 54.43,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "396",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 22.43,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 55 to 59",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Puerto Rico",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 4.0,
+          "MentalHealthDays": 5.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 4.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "Yes",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "Yes",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes every day",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "Hispanic",
+          "HeightInMeters": 1.85,
+          "WeightInKilograms": 77.11,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "397",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 33.28,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 40 to 44",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "South Carolina",
+          "GeneralHealth": "Poor",
+          "PhysicalHealthDays": 5.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Hispanic",
+          "HeightInMeters": 1.65,
+          "WeightInKilograms": 90.72,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "398",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 32.93,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 60 to 64",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Washington",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 30.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 9.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "Yes",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.68,
+          "WeightInKilograms": 92.53,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "400",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 26.58,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 45 to 49",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Hawaii",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.75,
+          "WeightInKilograms": 81.65,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "404",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 25.8,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "30-34",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "No",
+          "SleepTime": 5.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "406",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 33.66,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 70 to 74",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Georgia",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 8.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No, pre-diabetes or borderline diabetes",
+          "DeafOrHardOfHearing": "Yes",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.6,
+          "WeightInKilograms": 86.18,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "408",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 34.26,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 45 to 49",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Puerto Rico",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "Yes",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "Hispanic",
+          "HeightInMeters": 1.75,
+          "WeightInKilograms": 105.23,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "416",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 31.75,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 45 to 49",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Indiana",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 2.0,
+          "MentalHealthDays": 2.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": null,
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes every day",
+          "ECigaretteUsage": "Use them some days",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.63,
+          "WeightInKilograms": 83.91,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "418",
+        "features": {
+          "HeartDisease": null,
+          "BMI": null,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 35 to 39",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Vermont",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 10.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": null,
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.63,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "419",
+        "features": {
+          "HeartDisease": null,
+          "BMI": null,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 35 to 39",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Washington",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 5.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Hispanic",
+          "HeightInMeters": null,
+          "WeightInKilograms": 83.01,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "420",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 28.29,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "80 or older",
+          "Race": "Black",
+          "Diabetic": "No",
+          "PhysicalActivity": "No",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "421",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 23.49,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 35 to 39",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Iowa",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 1.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.7,
+          "WeightInKilograms": 68.04,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": null,
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "426",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 26.63,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "50-54",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "427",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 23.03,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 35 to 39",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "New Jersey",
+          "GeneralHealth": "Poor",
+          "PhysicalHealthDays": 30.0,
+          "MentalHealthDays": 30.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.6,
+          "WeightInKilograms": 58.97,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "Yes",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "430",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 31.89,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 5.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "Yes",
+          "Sex": "Female",
+          "AgeCategory": "70-74",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 6.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "433",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 25.1,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 55 to 59",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Michigan",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 2.0,
+          "MentalHealthDays": 5.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.8,
+          "WeightInKilograms": 81.65,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "434",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 30.0,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 70 to 74",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Florida",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "Yes",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.91,
+          "WeightInKilograms": 108.86,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "437",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 24.89,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "Yes",
+          "Sex": "Female",
+          "AgeCategory": "80 or older",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "440",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 29.95,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "Yes",
+          "Sex": "Female",
+          "AgeCategory": "55-59",
+          "Race": "White",
+          "Diabetic": "Yes",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "Yes",
+          "KidneyDisease": "Yes",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "441",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 32.98,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "55-59",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "445",
+        "features": {
+          "HeartDisease": "Yes",
+          "BMI": 36.58,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "70-74",
+          "Race": "Other",
+          "Diabetic": "Yes",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "Yes",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "447",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 25.39,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 35 to 39",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "New Hampshire",
+          "GeneralHealth": "Poor",
+          "PhysicalHealthDays": 15.0,
+          "MentalHealthDays": 30.0,
+          "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 4.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "Yes",
+          "HadStroke": "Yes",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "Yes",
+          "SmokerStatus": "Current smoker - now smokes every day",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.52,
+          "WeightInKilograms": 58.97,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "454",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 21.91,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "35-39",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "460",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 28.29,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 40 to 44",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Georgia",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 30.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes every day",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.65,
+          "WeightInKilograms": 77.11,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "465",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 21.77,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 50 to 54",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Colorado",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 30.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": null,
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "All",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes every day",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.85,
+          "WeightInKilograms": 74.84,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "466",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 23.03,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 80 or older",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Kansas",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": null,
+          "RemovedTeeth": "All",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": null,
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.6,
+          "WeightInKilograms": 58.97,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "467",
+        "features": {
+          "HeartDisease": null,
+          "BMI": null,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 35 to 39",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Washington",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 3.0,
+          "MentalHealthDays": 20.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.75,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "469",
+        "features": {
+          "HeartDisease": null,
+          "BMI": null,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 70 to 74",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "New Jersey",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "Yes",
+          "HadAngina": "Yes",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "Yes",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.6,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Tested positive using home test without a health professional"
+        }
+      },
+      {
+        "scenario_id": "471",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 27.1,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 50 to 54",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Wisconsin",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 30.0,
+          "MentalHealthDays": 25.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.6,
+          "WeightInKilograms": 69.4,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "472",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 31.87,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "Yes",
+          "Sex": "Male",
+          "AgeCategory": "65-69",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "No",
+          "SleepTime": 6.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "474",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 18.75,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "40-44",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "Yes",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "475",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 25.1,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "25-29",
+          "Race": "Other",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "476",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 23.49,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 30 to 34",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "New York",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 3.0,
+          "MentalHealthDays": 20.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.7,
+          "WeightInKilograms": 68.04,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "477",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 29.84,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 40 to 44",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Ohio",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "5 or more years ago",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "Multiracial, Non-Hispanic",
+          "HeightInMeters": 1.83,
+          "WeightInKilograms": 99.79,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "480",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 22.31,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 1.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "60-64",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "486",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 39.44,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Kansas",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "Yes",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.65,
+          "WeightInKilograms": 107.5,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "487",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 21.47,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 55 to 59",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Florida",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.65,
+          "WeightInKilograms": 58.51,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "489",
+        "features": {
+          "HeartDisease": null,
+          "BMI": null,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 80 or older",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Washington",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "Yes",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.63,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "492",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 37.43,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 70 to 74",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Hawaii",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "Other race only, Non-Hispanic",
+          "HeightInMeters": 1.7,
+          "WeightInKilograms": 108.41,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "493",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 30.68,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 40 to 44",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "South Dakota",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "Yes",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes every day",
+          "ECigaretteUsage": "Use them some days",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.8,
+          "WeightInKilograms": 99.79,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "497",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 34.33,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "South Carolina",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 20.0,
+          "MentalHealthDays": 10.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 9.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.63,
+          "WeightInKilograms": 90.72,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "500",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 23.17,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "65-69",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      }
+    ],
+    "target_column": "GeneralHealth",
+    "task_sub_type": "classification",
+    "ranking_ground_truth": {
+      "top_k_ids": [
+        "010",
+        "016",
+        "035",
+        "060",
+        "066",
+        "085",
+        "089",
+        "174",
+        "189",
+        "205",
+        "230",
+        "245",
+        "248",
+        "271",
+        "295",
+        "299",
+        "330",
+        "337",
+        "340",
+        "379",
+        "398",
+        "426",
+        "467",
+        "492"
+      ]
     },
-    "final_decision": {},
-    "what_if": {},
-    "ground_truth": {
-        "extracted_features": [
-            {
-                "scenario_id": "002",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 28.15,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 55 to 59",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Alabama",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "Yes",
-                    "HadAngina": "Yes",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "Black only, Non-Hispanic",
-                    "HeightInMeters": 1.63,
-                    "WeightInKilograms": 74.39,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "003",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 26.58,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 80 or older",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Missouri",
-                    "GeneralHealth": "Poor",
-                    "PhysicalHealthDays": 30.0,
-                    "MentalHealthDays": 30.0,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": null,
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "Yes",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.75,
-                    "WeightInKilograms": 81.65,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "004",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 38.02,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 5.0,
-                    "MentalHealth": 20.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "30-34",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "005",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 25.11,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 25 to 29",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Maryland",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 15.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Black only, Non-Hispanic",
-                    "HeightInMeters": 1.78,
-                    "WeightInKilograms": 79.38,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "007",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 24.41,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 55 to 59",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Washington",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.85,
-                    "WeightInKilograms": 83.91,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "009",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 30.17,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "60-64",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 6.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "010",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 28.06,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 75 to 79",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Utah",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "Yes",
-                    "HadCOPD": "Yes",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.75,
-                    "WeightInKilograms": 86.18,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "011",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 23.3,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 80 or older",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Maine",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.65,
-                    "WeightInKilograms": 63.5,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "013",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 27.8,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 80 or older",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Alabama",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "Yes",
-                    "HadAngina": "Yes",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.83,
-                    "WeightInKilograms": 92.99,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "016",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 49.92,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 28.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "Yes",
-                    "Sex": "Female",
-                    "AgeCategory": "55-59",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "No",
-                    "GenHealth": "Fair",
-                    "SleepTime": 9.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "017",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 38.74,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 55 to 59",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Texas",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 17.0,
-                    "MentalHealthDays": 1.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 10.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "Yes",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.68,
-                    "WeightInKilograms": 108.86,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "020",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 23.3,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "25-29",
-                    "Race": "Black",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "022",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 30.67,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 25 to 29",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Kansas",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 10.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.68,
-                    "WeightInKilograms": 86.18,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "Yes",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "023",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 22.15,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 70 to 74",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Alaska",
-                    "GeneralHealth": "Poor",
-                    "PhysicalHealthDays": 30.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "Yes",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "Yes",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.75,
-                    "WeightInKilograms": 68.04,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "024",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 31.71,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 20.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "Yes",
-                    "Sex": "Female",
-                    "AgeCategory": "80 or older",
-                    "Race": "White",
-                    "Diabetic": "Yes",
-                    "PhysicalActivity": "No",
-                    "GenHealth": "Good",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "027",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 18.33,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 12.0,
-                    "MentalHealth": 30.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "80 or older",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 8.0,
-                    "Asthma": "Yes",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "Yes",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "028",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 28.34,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 3.0,
-                    "MentalHealth": 2.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "50-54",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 6.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "030",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 27.71,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 30.0,
-                    "MentalHealth": 30.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "55-59",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Poor",
-                    "SleepTime": 6.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "033",
-                "features": {
-                    "HeartDisease": "Yes",
-                    "BMI": 50.79,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 2.0,
-                    "DiffWalking": "Yes",
-                    "Sex": "Male",
-                    "AgeCategory": "70-74",
-                    "Race": "White",
-                    "Diabetic": "Yes",
-                    "PhysicalActivity": "No",
-                    "GenHealth": "Good",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "Yes",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "035",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 45.26,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 60 to 64",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Maine",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 30.0,
-                    "MentalHealthDays": 30.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 5.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "Yes",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "Yes",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.65,
-                    "WeightInKilograms": 123.38,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "042",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 34.67,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 30 to 34",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Florida",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 14.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.88,
-                    "WeightInKilograms": 122.47,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "044",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 23.35,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 45 to 49",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Idaho",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 1.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "Yes",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "Yes",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.85,
-                    "WeightInKilograms": 80.29,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "047",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 32.26,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Oklahoma",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 5.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "Yes",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.93,
-                    "WeightInKilograms": 120.2,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "050",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 30.67,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 45 to 49",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Idaho",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.68,
-                    "WeightInKilograms": 86.18,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "051",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 30.9,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 50 to 54",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Maryland",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Multiracial, Non-Hispanic",
-                    "HeightInMeters": 1.63,
-                    "WeightInKilograms": 81.65,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "052",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 32.64,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 60 to 64",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "South Carolina",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "Black only, Non-Hispanic",
-                    "HeightInMeters": 1.8,
-                    "WeightInKilograms": 106.14,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "053",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 34.46,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "New York",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.7,
-                    "WeightInKilograms": 99.79,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "054",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 33.15,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 4.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "50-54",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "055",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 27.2,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 70 to 74",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "South Carolina",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "Yes",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.8,
-                    "WeightInKilograms": 88.45,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "058",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 16.13,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Virginia",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 5.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "Yes",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.63,
-                    "WeightInKilograms": 42.64,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "060",
-                "features": {
-                    "HeartDisease": "Yes",
-                    "BMI": 28.25,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "Yes",
-                    "PhysicalHealth": 30.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "Yes",
-                    "Sex": "Male",
-                    "AgeCategory": "75-79",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Fair",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "Yes",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "061",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 31.12,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 14.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "55-59",
-                    "Race": "Hispanic",
-                    "Diabetic": "Yes",
-                    "PhysicalActivity": "No",
-                    "GenHealth": "Good",
-                    "SleepTime": 7.0,
-                    "Asthma": "Yes",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "066",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 29.08,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Puerto Rico",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 3.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "Yes",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "Hispanic",
-                    "HeightInMeters": 1.57,
-                    "WeightInKilograms": 72.12,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "068",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 23.11,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "30-34",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Excellent",
-                    "SleepTime": 6.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "071",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 32.49,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 50 to 54",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Maryland",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 14.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 9.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "Yes",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.75,
-                    "WeightInKilograms": 99.79,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "072",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 34.96,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 60 to 64",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Wisconsin",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.85,
-                    "WeightInKilograms": 120.2,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "073",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 29.29,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "70-74",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "075",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 25.77,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 40 to 44",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Michigan",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.83,
-                    "WeightInKilograms": 86.18,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "076",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 26.64,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 2.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "60-64",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 7.0,
-                    "Asthma": "Yes",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "079",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 32.69,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "Yes",
-                    "Stroke": "No",
-                    "PhysicalHealth": 8.0,
-                    "MentalHealth": 30.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "40-44",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 6.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "085",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 27.12,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 5.0,
-                    "MentalHealth": 2.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "40-44",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Fair",
-                    "SleepTime": 6.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "089",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": null,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 60 to 64",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Florida",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 15.0,
-                    "MentalHealthDays": 15.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 3.0,
-                    "RemovedTeeth": "All",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "Yes",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.73,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "091",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 25.96,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 25 to 29",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Puerto Rico",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 6.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.65,
-                    "WeightInKilograms": 70.76,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "093",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 35.43,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 30 to 34",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Nebraska",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 7.0,
-                    "MentalHealthDays": 2.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.6,
-                    "WeightInKilograms": 90.72,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "095",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 29.05,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "80 or older",
-                    "Race": "White",
-                    "Diabetic": "Yes",
-                    "PhysicalActivity": "No",
-                    "GenHealth": "Very good",
-                    "SleepTime": 6.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "Yes",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "099",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 28.19,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 30 to 34",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Idaho",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 7.0,
-                    "MentalHealthDays": 4.0,
-                    "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.7,
-                    "WeightInKilograms": 81.65,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "100",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 29.69,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 75 to 79",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Guam",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "Yes",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "Yes",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No, pre-diabetes or borderline diabetes",
-                    "DeafOrHardOfHearing": "Yes",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "Other race only, Non-Hispanic",
-                    "HeightInMeters": 1.52,
-                    "WeightInKilograms": 68.95,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "104",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 28.8,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 55 to 59",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "South Carolina",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 12.0,
-                    "MentalHealthDays": 4.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "Yes",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.75,
-                    "WeightInKilograms": 88.45,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "111",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 27.07,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 15.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "18-24",
-                    "Race": "American Indian/Alaskan Native",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 4.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "112",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 32.45,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 2.0,
-                    "MentalHealth": 2.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "45-49",
-                    "Race": "Black",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "115",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 31.62,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 70 to 74",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Ohio",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "Yes",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "Yes",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.65,
-                    "WeightInKilograms": 86.18,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "118",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 26.85,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Pennsylvania",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "Yes",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.83,
-                    "WeightInKilograms": 89.81,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "121",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 32.89,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "55-59",
-                    "Race": "White",
-                    "Diabetic": "Yes",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "123",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 27.41,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 40 to 44",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "North Dakota",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 6.0,
-                    "MentalHealthDays": 2.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.7,
-                    "WeightInKilograms": 79.38,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "124",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 23.87,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 55 to 59",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Arizona",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.83,
-                    "WeightInKilograms": 79.83,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "125",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": null,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": null,
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Pennsylvania",
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": null,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "126",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 42.05,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Alaska",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 3.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "All",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.63,
-                    "WeightInKilograms": 111.13,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "128",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 27.75,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "40-44",
-                    "Race": "Hispanic",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "129",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 31.28,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 80 or older",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Kansas",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 30.0,
-                    "MentalHealthDays": 5.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "All",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "Yes",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "Yes",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "Yes",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.57,
-                    "WeightInKilograms": 77.56,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "133",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 30.54,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 60 to 64",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Georgia",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.7,
-                    "WeightInKilograms": 88.45,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "134",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": null,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 80 or older",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Minnesota",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "Yes",
-                    "HadAngina": "Yes",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "Yes",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.78,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "136",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 27.37,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 12.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "30-34",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "139",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 23.03,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 3.0,
-                    "MentalHealth": 30.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "65-69",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 3.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "142",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 29.53,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Idaho",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 14.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.75,
-                    "WeightInKilograms": 90.72,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "145",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 28.57,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 45 to 49",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Washington",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.68,
-                    "WeightInKilograms": 80.29,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "149",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 24.11,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 80 or older",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Arizona",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 21.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "Yes",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No, pre-diabetes or borderline diabetes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.78,
-                    "WeightInKilograms": 76.2,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "150",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 26.78,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "65-69",
-                    "Race": "American Indian/Alaskan Native",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "No",
-                    "GenHealth": "Very good",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "153",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 22.31,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 30.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "Yes",
-                    "Sex": "Female",
-                    "AgeCategory": "55-59",
-                    "Race": "Black",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Excellent",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "155",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 33.67,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 40 to 44",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Maryland",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 5.0,
-                    "MentalHealthDays": 15.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.7,
-                    "WeightInKilograms": 97.52,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "156",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 35.51,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "18-24",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 5.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "160",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 22.83,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 60 to 64",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Indiana",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "Yes",
-                    "HadCOPD": "Yes",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes some days",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.63,
-                    "WeightInKilograms": 60.33,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "162",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 30.12,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Florida",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 3.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 5.0,
-                    "RemovedTeeth": "All",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "Yes",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.65,
-                    "WeightInKilograms": 82.1,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "163",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": null,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 70 to 74",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Connecticut",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": "Hispanic",
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "164",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 26.63,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 40 to 44",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Vermont",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.68,
-                    "WeightInKilograms": 74.84,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": null,
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "166",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 30.54,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 30 to 34",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Maryland",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 20.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 5.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "Yes",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes every day",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Hispanic",
-                    "HeightInMeters": 1.7,
-                    "WeightInKilograms": 88.45,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "169",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 41.2,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 50 to 54",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Arkansas",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 1.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.63,
-                    "WeightInKilograms": 108.86,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "170",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 38.74,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 60 to 64",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Hawaii",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 2.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "Yes",
-                    "BlindOrVisionDifficulty": "Yes",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "Multiracial, Non-Hispanic",
-                    "HeightInMeters": 1.78,
-                    "WeightInKilograms": 122.47,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "173",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 24.39,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 3.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "30-34",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Excellent",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "174",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 24.63,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 70 to 74",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Alabama",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 30.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes every day",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "Black only, Non-Hispanic",
-                    "HeightInMeters": 1.65,
-                    "WeightInKilograms": 67.13,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "176",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 27.32,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Connecticut",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 30.0,
-                    "MentalHealthDays": 7.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 5.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.75,
-                    "WeightInKilograms": 83.91,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "182",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": null,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 70 to 74",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Florida",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.57,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "184",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 33.23,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 80 or older",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Indiana",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 5.0,
-                    "MentalHealthDays": 1.0,
-                    "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "Yes",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.75,
-                    "WeightInKilograms": 102.06,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "185",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 27.46,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "Yes",
-                    "Sex": "Female",
-                    "AgeCategory": "80 or older",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "No",
-                    "GenHealth": "Good",
-                    "SleepTime": 5.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "186",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 30.68,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 2.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "45-49",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "No",
-                    "GenHealth": "Very good",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "187",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 24.68,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "55-59",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "189",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 34.46,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 15.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "50-54",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Fair",
-                    "SleepTime": 9.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "191",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 29.05,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 80 or older",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Tennessee",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 7.0,
-                    "MentalHealthDays": 2.0,
-                    "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 10.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.68,
-                    "WeightInKilograms": 81.65,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": null,
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "195",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": null,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 55 to 59",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Washington",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 8.0,
-                    "MentalHealthDays": 3.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "196",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 29.84,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "New York",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 2.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.83,
-                    "WeightInKilograms": 99.79,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "203",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 29.47,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 13.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "45-49",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "205",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 31.12,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 60 to 64",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "West Virginia",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 15.0,
-                    "MentalHealthDays": 30.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.65,
-                    "WeightInKilograms": 84.82,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "207",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 21.52,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 80 or older",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "New York",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": null,
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.78,
-                    "WeightInKilograms": 68.04,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "213",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 23.4,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 30 to 34",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Louisiana",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 10.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.68,
-                    "WeightInKilograms": 65.77,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "Yes",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "216",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 24.24,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 50 to 54",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Rhode Island",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "Hispanic",
-                    "HeightInMeters": 1.5,
-                    "WeightInKilograms": 54.43,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "217",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 38.26,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "35-39",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "218",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 51.49,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "Yes",
-                    "Sex": "Female",
-                    "AgeCategory": "50-54",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 5.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "225",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": null,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": null,
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Arizona",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 9.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.78,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "226",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 32.77,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 45 to 49",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "New Mexico",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 3.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes every day",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Hispanic",
-                    "HeightInMeters": 1.6,
-                    "WeightInKilograms": 83.91,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Tested positive using home test without a health professional"
-                }
-            },
-            {
-                "scenario_id": "230",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 28.19,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 30.0,
-                    "MentalHealth": 14.0,
-                    "DiffWalking": "Yes",
-                    "Sex": "Female",
-                    "AgeCategory": "30-34",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "No",
-                    "GenHealth": "Fair",
-                    "SleepTime": 5.0,
-                    "Asthma": "Yes",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "232",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 25.1,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 4.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "35-39",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Excellent",
-                    "SleepTime": 6.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "243",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 22.98,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 40 to 44",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "New Jersey",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": "Hispanic",
-                    "HeightInMeters": 1.5,
-                    "WeightInKilograms": 51.71,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "245",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 32.69,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 70 to 74",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "New Jersey",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 30.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "Yes",
-                    "HadAngina": "Yes",
-                    "HadStroke": "Yes",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "Yes",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "Yes",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.73,
-                    "WeightInKilograms": 97.52,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "248",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 26.3,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 10.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "Yes",
-                    "Sex": "Female",
-                    "AgeCategory": "45-49",
-                    "Race": "White",
-                    "Diabetic": "Yes",
-                    "PhysicalActivity": "No",
-                    "GenHealth": "Fair",
-                    "SleepTime": 4.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "255",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 26.61,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 50 to 54",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Virginia",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "5 or more years ago",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.73,
-                    "WeightInKilograms": 79.38,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "271",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 26.89,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 3.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "65-69",
-                    "Race": "Black",
-                    "Diabetic": "Yes",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Fair",
-                    "SleepTime": 9.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "272",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 31.47,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Georgia",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 15.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.68,
-                    "WeightInKilograms": 88.45,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "273",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 25.84,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 70 to 74",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Missouri",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": null,
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.7,
-                    "WeightInKilograms": 74.84,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "278",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 32.28,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 55 to 59",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Minnesota",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "Yes",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.68,
-                    "WeightInKilograms": 90.72,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "281",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 29.99,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 50 to 54",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Idaho",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "5 or more years ago",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.8,
-                    "WeightInKilograms": 97.52,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "287",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": null,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Florida",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 30.0,
-                    "MentalHealthDays": 30.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 10.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": "Black only, Non-Hispanic",
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "292",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 28.89,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 70 to 74",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Tennessee",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No, pre-diabetes or borderline diabetes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.73,
-                    "WeightInKilograms": 86.18,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "294",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 39.06,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 75 to 79",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Washington",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "Yes",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "Yes",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "Yes",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "Yes",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.52,
-                    "WeightInKilograms": 90.72,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "295",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": null,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 60 to 64",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Colorado",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 10.0,
-                    "MentalHealthDays": 5.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "Yes",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "Yes",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.8,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": null,
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "296",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 24.41,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "65-69",
-                    "Race": "White",
-                    "Diabetic": "Yes",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "298",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 25.29,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "70-74",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 9.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "299",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 19.49,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Washington",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 3.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "All",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "Yes",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes some days",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.6,
-                    "WeightInKilograms": 49.9,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": null,
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "301",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 26.54,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 75 to 79",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Texas",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 3.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "Yes",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "Yes",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "Yes",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.78,
-                    "WeightInKilograms": 83.91,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "306",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 32.95,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 50 to 54",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "South Dakota",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "Hispanic",
-                    "HeightInMeters": 1.65,
-                    "WeightInKilograms": 89.81,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "308",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 22.86,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 70 to 74",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Maryland",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 1.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "Yes",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.57,
-                    "WeightInKilograms": 56.7,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "309",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 30.0,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 30 to 34",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Montana",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 15.0,
-                    "MentalHealthDays": 22.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 4.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Other race only, Non-Hispanic",
-                    "HeightInMeters": 1.91,
-                    "WeightInKilograms": 108.86,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "313",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 34.87,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 1.0,
-                    "MentalHealth": 3.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "35-39",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 6.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "314",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 35.12,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 35 to 39",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "South Carolina",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 7.0,
-                    "MentalHealthDays": 30.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 5.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "Yes",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes every day",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "Black only, Non-Hispanic",
-                    "HeightInMeters": 1.57,
-                    "WeightInKilograms": 87.09,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "315",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 27.89,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 45 to 49",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Texas",
-                    "GeneralHealth": "Poor",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "Yes",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes every day",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "Hispanic",
-                    "HeightInMeters": 1.8,
-                    "WeightInKilograms": 90.72,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "316",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 26.58,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "Yes",
-                    "Sex": "Female",
-                    "AgeCategory": "50-54",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "No",
-                    "GenHealth": "Very good",
-                    "SleepTime": 5.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "318",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 34.46,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 45 to 49",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Louisiana",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 5.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.7,
-                    "WeightInKilograms": 99.79,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "322",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": null,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 75 to 79",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "New Hampshire",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 2.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "All",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "Yes",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "Yes",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "326",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 29.23,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "Yes",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "75-79",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 7.0,
-                    "Asthma": "Yes",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "328",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 23.57,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "70-74",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "330",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 27.79,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 6.0,
-                    "MentalHealth": 20.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "30-34",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "No",
-                    "GenHealth": "Fair",
-                    "SleepTime": 3.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "334",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 24.33,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 35 to 39",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Massachusetts",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.73,
-                    "WeightInKilograms": 72.57,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "336",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 22.14,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "70-74",
-                    "Race": "Asian",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Excellent",
-                    "SleepTime": 6.0,
-                    "Asthma": "Yes",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "337",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 29.05,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 70 to 74",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Minnesota",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "Yes",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.68,
-                    "WeightInKilograms": 81.65,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "340",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 23.91,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 60 to 64",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Colorado",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 28.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "Yes",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No, pre-diabetes or borderline diabetes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "Yes",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Use them every day",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.6,
-                    "WeightInKilograms": 61.23,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "341",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 32.98,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 50 to 54",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Kansas",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.85,
-                    "WeightInKilograms": 113.4,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "348",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 27.98,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 75 to 79",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Maine",
-                    "GeneralHealth": "Poor",
-                    "PhysicalHealthDays": 30.0,
-                    "MentalHealthDays": 30.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "Yes",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "Yes",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.73,
-                    "WeightInKilograms": 83.46,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "352",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 21.93,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 55 to 59",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Hawaii",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Other race only, Non-Hispanic",
-                    "HeightInMeters": 1.7,
-                    "WeightInKilograms": 63.5,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "353",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 23.73,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 30.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "70-74",
-                    "Race": "White",
-                    "Diabetic": "Yes",
-                    "PhysicalActivity": "No",
-                    "GenHealth": "Good",
-                    "SleepTime": 8.0,
-                    "Asthma": "Yes",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "357",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 38.27,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "55-59",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "358",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 22.14,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "30-34",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Excellent",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "359",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 24.81,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 40 to 44",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Tennessee",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 30.0,
-                    "LastCheckupTime": "5 or more years ago",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 5.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "Yes",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "Yes",
-                    "SmokerStatus": "Current smoker - now smokes every day",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.75,
-                    "WeightInKilograms": 76.2,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "Yes",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "360",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 36.85,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 60 to 64",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Minnesota",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 30.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "Yes",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes every day",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.6,
-                    "WeightInKilograms": 94.35,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "361",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 27.98,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 55 to 59",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Colorado",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 3.0,
-                    "MentalHealthDays": 10.0,
-                    "LastCheckupTime": "5 or more years ago",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.63,
-                    "WeightInKilograms": 73.94,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "365",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 25.82,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 25 to 29",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "California",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Other race only, Non-Hispanic",
-                    "HeightInMeters": 1.68,
-                    "WeightInKilograms": 72.57,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "366",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 32.89,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 18 to 24",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Connecticut",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Hispanic",
-                    "HeightInMeters": 1.7,
-                    "WeightInKilograms": 95.25,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "370",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 22.07,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 60 to 64",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Puerto Rico",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "Yes",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Hispanic",
-                    "HeightInMeters": 1.52,
-                    "WeightInKilograms": 51.26,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "372",
-                "features": {
-                    "HeartDisease": "Yes",
-                    "BMI": 33.48,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 30.0,
-                    "DiffWalking": "Yes",
-                    "Sex": "Female",
-                    "AgeCategory": "70-74",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 8.0,
-                    "Asthma": "Yes",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "375",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 23.91,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 55 to 59",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Maine",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 1.0,
-                    "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.6,
-                    "WeightInKilograms": 61.23,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "376",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 26.63,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 40 to 44",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Missouri",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 5.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.68,
-                    "WeightInKilograms": 74.84,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "377",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 28.29,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "New Mexico",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 2.0,
-                    "MentalHealthDays": 2.0,
-                    "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "Yes",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.65,
-                    "WeightInKilograms": 77.11,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "379",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 20.37,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 45 to 49",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Indiana",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 8.0,
-                    "MentalHealthDays": 30.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 9.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "Yes",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.78,
-                    "WeightInKilograms": 64.41,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "380",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 28.35,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 18 to 24",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "California",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Black only, Non-Hispanic",
-                    "HeightInMeters": 1.57,
-                    "WeightInKilograms": 70.31,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "382",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 29.12,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "55-59",
-                    "Race": "Black",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Excellent",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "383",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 30.54,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "35-39",
-                    "Race": "Hispanic",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "No",
-                    "GenHealth": "Excellent",
-                    "SleepTime": 6.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "384",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 18.64,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 60 to 64",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "New York",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 1.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 9.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.65,
-                    "WeightInKilograms": 50.8,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "390",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 27.44,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Florida",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 9.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.68,
-                    "WeightInKilograms": 77.11,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "392",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 29.12,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 40 to 44",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "North Carolina",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Other race only, Non-Hispanic",
-                    "HeightInMeters": 1.65,
-                    "WeightInKilograms": 79.38,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "394",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 25.68,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "West Virginia",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "Yes",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes every day",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.88,
-                    "WeightInKilograms": 90.72,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "395",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 21.95,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 70 to 74",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Florida",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 12.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.57,
-                    "WeightInKilograms": 54.43,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "396",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 22.43,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 55 to 59",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Puerto Rico",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 4.0,
-                    "MentalHealthDays": 5.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 4.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "Yes",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "Yes",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes every day",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "Hispanic",
-                    "HeightInMeters": 1.85,
-                    "WeightInKilograms": 77.11,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "397",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 33.28,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 40 to 44",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "South Carolina",
-                    "GeneralHealth": "Poor",
-                    "PhysicalHealthDays": 5.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Hispanic",
-                    "HeightInMeters": 1.65,
-                    "WeightInKilograms": 90.72,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "398",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 32.93,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 60 to 64",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Washington",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 30.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 9.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "Yes",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.68,
-                    "WeightInKilograms": 92.53,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "400",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 26.58,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 45 to 49",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Hawaii",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.75,
-                    "WeightInKilograms": 81.65,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "404",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 25.8,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "30-34",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "No",
-                    "GenHealth": "Excellent",
-                    "SleepTime": 5.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "406",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 33.66,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 70 to 74",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Georgia",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 8.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No, pre-diabetes or borderline diabetes",
-                    "DeafOrHardOfHearing": "Yes",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.6,
-                    "WeightInKilograms": 86.18,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "408",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 34.26,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 45 to 49",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Puerto Rico",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "Yes",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "Hispanic",
-                    "HeightInMeters": 1.75,
-                    "WeightInKilograms": 105.23,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "416",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 31.75,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 45 to 49",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Indiana",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 2.0,
-                    "MentalHealthDays": 2.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes every day",
-                    "ECigaretteUsage": "Use them some days",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.63,
-                    "WeightInKilograms": 83.91,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "418",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": null,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 35 to 39",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Vermont",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 10.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.63,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "419",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": null,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 35 to 39",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Washington",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 5.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Hispanic",
-                    "HeightInMeters": null,
-                    "WeightInKilograms": 83.01,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "420",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 28.29,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "80 or older",
-                    "Race": "Black",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "No",
-                    "GenHealth": "Very good",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "421",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 23.49,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 35 to 39",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Iowa",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 1.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.7,
-                    "WeightInKilograms": 68.04,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": null,
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "426",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 26.63,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "50-54",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Fair",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "427",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 23.03,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 35 to 39",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "New Jersey",
-                    "GeneralHealth": "Poor",
-                    "PhysicalHealthDays": 30.0,
-                    "MentalHealthDays": 30.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.6,
-                    "WeightInKilograms": 58.97,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "Yes",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "430",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 31.89,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 5.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "Yes",
-                    "Sex": "Female",
-                    "AgeCategory": "70-74",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 6.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "433",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 25.1,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 55 to 59",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Michigan",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 2.0,
-                    "MentalHealthDays": 5.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.8,
-                    "WeightInKilograms": 81.65,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "434",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 30.0,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 70 to 74",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Florida",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "Yes",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.91,
-                    "WeightInKilograms": 108.86,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "437",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 24.89,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "Yes",
-                    "Sex": "Female",
-                    "AgeCategory": "80 or older",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "440",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 29.95,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "Yes",
-                    "Sex": "Female",
-                    "AgeCategory": "55-59",
-                    "Race": "White",
-                    "Diabetic": "Yes",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 8.0,
-                    "Asthma": "Yes",
-                    "KidneyDisease": "Yes",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "441",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 32.98,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "55-59",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Excellent",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "445",
-                "features": {
-                    "HeartDisease": "Yes",
-                    "BMI": 36.58,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "70-74",
-                    "Race": "Other",
-                    "Diabetic": "Yes",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "Yes",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "447",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 25.39,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 35 to 39",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "New Hampshire",
-                    "GeneralHealth": "Poor",
-                    "PhysicalHealthDays": 15.0,
-                    "MentalHealthDays": 30.0,
-                    "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 4.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "Yes",
-                    "HadStroke": "Yes",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "Yes",
-                    "SmokerStatus": "Current smoker - now smokes every day",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.52,
-                    "WeightInKilograms": 58.97,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "454",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 21.91,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "35-39",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Excellent",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "460",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 28.29,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 40 to 44",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Georgia",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 30.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes every day",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.65,
-                    "WeightInKilograms": 77.11,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "465",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 21.77,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 50 to 54",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Colorado",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 30.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "All",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes every day",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.85,
-                    "WeightInKilograms": 74.84,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "466",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 23.03,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 80 or older",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Kansas",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": null,
-                    "RemovedTeeth": "All",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.6,
-                    "WeightInKilograms": 58.97,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "467",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": null,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 35 to 39",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Washington",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 3.0,
-                    "MentalHealthDays": 20.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.75,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "469",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": null,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 70 to 74",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "New Jersey",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "Yes",
-                    "HadAngina": "Yes",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "Yes",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.6,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Tested positive using home test without a health professional"
-                }
-            },
-            {
-                "scenario_id": "471",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 27.1,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 50 to 54",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Wisconsin",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 30.0,
-                    "MentalHealthDays": 25.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.6,
-                    "WeightInKilograms": 69.4,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "472",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 31.87,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "Yes",
-                    "Sex": "Male",
-                    "AgeCategory": "65-69",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "No",
-                    "GenHealth": "Good",
-                    "SleepTime": 6.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "474",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 18.75,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "40-44",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Excellent",
-                    "SleepTime": 8.0,
-                    "Asthma": "Yes",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "475",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 25.1,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "25-29",
-                    "Race": "Other",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Excellent",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "476",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 23.49,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 30 to 34",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "New York",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 3.0,
-                    "MentalHealthDays": 20.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.7,
-                    "WeightInKilograms": 68.04,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "477",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 29.84,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 40 to 44",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Ohio",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "5 or more years ago",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "Multiracial, Non-Hispanic",
-                    "HeightInMeters": 1.83,
-                    "WeightInKilograms": 99.79,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "480",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 22.31,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 1.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "60-64",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "486",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 39.44,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Kansas",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "Yes",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.65,
-                    "WeightInKilograms": 107.5,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "487",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 21.47,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 55 to 59",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Florida",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.65,
-                    "WeightInKilograms": 58.51,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "489",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": null,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 80 or older",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Washington",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "Yes",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.63,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "492",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 37.43,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 70 to 74",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Hawaii",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "Other race only, Non-Hispanic",
-                    "HeightInMeters": 1.7,
-                    "WeightInKilograms": 108.41,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "493",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 30.68,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 40 to 44",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "South Dakota",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "Yes",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes every day",
-                    "ECigaretteUsage": "Use them some days",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.8,
-                    "WeightInKilograms": 99.79,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "497",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 34.33,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "South Carolina",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 20.0,
-                    "MentalHealthDays": 10.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 9.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.63,
-                    "WeightInKilograms": 90.72,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "500",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 23.17,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "65-69",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            }
-        ],
-        "target_column": "GeneralHealth",
-        "task_sub_type": "classification",
-        "ranking_ground_truth": {
-            "top_k_ids": [
-                "010",
-                "035",
-                "066",
-                "089",
-                "174",
-                "205",
-                "245",
-                "295",
-                "299",
-                "337",
-                "340",
-                "379",
-                "398",
-                "467",
-                "492"
-            ]
-        },
-        "active_filters": [],
-        "target_class_value": "fair"
-    },
-    "response": "",
-    "evaluation_score": {}
-}
\ No newline at end of file
+    "active_filters": [],
+    "target_class_value": "fair"
+  },
+  "response": "",
+  "evaluation_score": {}
+}
diff --git a/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_003/current.csv b/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_003/current.csv
index 071d5b2b728b6f72f6ff9e249fb7e70bbae8fd45..a8d856cc9ea15cc42511bb8765b13f43f4d1e074 100644
--- a/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_003/current.csv
+++ b/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_003/current.csv
@@ -1,201 +1,201 @@
-HeartDisease,BMI,Smoking,AlcoholDrinking,Stroke,PhysicalHealth,MentalHealth,DiffWalking,Sex,AgeCategory,Race,Diabetic,PhysicalActivity,GenHealth,SleepTime,Asthma,KidneyDisease,SkinCancer,State,PhysicalHealthDays,MentalHealthDays,LastCheckupTime,PhysicalActivities,SleepHours,RemovedTeeth,HadHeartAttack,HadAngina,HadStroke,HadAsthma,HadSkinCancer,HadCOPD,HadDepressiveDisorder,HadKidneyDisease,HadArthritis,HadDiabetes,DeafOrHardOfHearing,BlindOrVisionDifficulty,DifficultyConcentrating,DifficultyWalking,DifficultyDressingBathing,DifficultyErrands,SmokerStatus,ECigaretteUsage,ChestScan,RaceEthnicityCategory,HeightInMeters,WeightInKilograms,AlcoholDrinkers,HIVTesting,FluVaxLast12,PneumoVaxEver,TetanusLast10Tdap,HighRiskLastYear,CovidPos
-,28.15,,,,,,,Female,Age 55 to 59,,,,,,,,,Alabama,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,Yes,Yes,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"Black only, Non-Hispanic",1.63,74.39,Yes,Yes,Yes,No,"Yes, received Tdap",No,No
-,26.58,,,,,,,Male,Age 80 or older,,,,,,,,,Missouri,30.0,30.0,,Yes,8.0,"6 or more, but not all",No,No,No,No,,No,No,No,Yes,No,No,No,Yes,Yes,No,Yes,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.75,81.65,Yes,No,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
-No,38.02,Yes,No,No,5.0,20.0,No,Male,30-34,White,No,Yes,Very good,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,25.11,,,,,,,Male,Age 25 to 29,,,,,,,,,Maryland,0.0,15.0,Within past year (anytime less than 12 months ago),Yes,6.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"Black only, Non-Hispanic",1.78,79.38,Yes,Yes,No,No,"Yes, received tetanus shot but not sure what type",No,No
-,24.41,,,,,,,Male,Age 55 to 59,,,,,,,,,Washington,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.85,83.91,Yes,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-No,30.17,No,No,No,0.0,0.0,No,Male,60-64,White,No,Yes,Very good,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,28.06,,,,,,,Female,Age 75 to 79,,,,,,,,,Utah,,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,1 to 5,No,No,No,Yes,Yes,Yes,Yes,No,No,No,No,No,No,Yes,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.75,86.18,No,No,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
-,23.3,,,,,,,Female,Age 80 or older,,,,,,,,,Maine,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.65,63.5,Yes,No,Yes,No,"Yes, received tetanus shot but not sure what type",No,No
-,27.8,,,,,,,Male,Age 80 or older,,,,,,,,,Alabama,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,Yes,Yes,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.83,92.99,No,No,No,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
-No,49.92,Yes,No,No,28.0,0.0,Yes,Female,55-59,White,No,No,Fair,9.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,38.74,,,,,,,Female,Age 55 to 59,,,,,,,,,Texas,17.0,1.0,Within past year (anytime less than 12 months ago),Yes,10.0,None of them,No,No,No,Yes,No,Yes,No,No,Yes,No,No,No,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.68,108.86,No,No,Yes,Yes,"Yes, received tetanus shot, but not Tdap",No,No
-No,23.3,No,No,No,0.0,0.0,No,Male,25-29,Black,No,Yes,Good,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,30.67,,,,,,,Female,Age 25 to 29,,,,,,,,,Kansas,0.0,10.0,Within past year (anytime less than 12 months ago),No,8.0,None of them,No,No,No,Yes,No,No,Yes,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.68,86.18,No,No,No,,"Yes, received tetanus shot but not sure what type",Yes,Yes
-,22.15,,,,,,,Male,Age 70 to 74,,,,,,,,,Alaska,30.0,0.0,Within past year (anytime less than 12 months ago),No,8.0,1 to 5,No,Yes,No,No,No,Yes,No,No,Yes,No,No,No,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.75,68.04,Yes,No,Yes,,"Yes, received tetanus shot but not sure what type",No,No
-No,31.71,No,No,No,20.0,0.0,Yes,Female,80 or older,White,Yes,No,Good,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,18.33,Yes,No,No,12.0,30.0,No,Female,80 or older,White,No,Yes,Good,8.0,Yes,No,Yes,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,28.34,No,No,No,3.0,2.0,No,Female,50-54,White,No,Yes,Good,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,27.71,Yes,No,No,30.0,30.0,No,Male,55-59,White,No,Yes,Poor,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-Yes,50.79,Yes,No,No,0.0,2.0,Yes,Male,70-74,White,Yes,No,Good,7.0,No,No,Yes,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,45.26,,,,,,,Female,Age 60 to 64,,,,,,,,,Maine,30.0,30.0,Within past year (anytime less than 12 months ago),No,5.0,"6 or more, but not all",No,No,Yes,No,No,No,Yes,No,Yes,No,No,No,No,Yes,No,Yes,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.65,123.38,No,Yes,Yes,Yes,"Yes, received tetanus shot, but not Tdap",No,Yes
-,34.67,,,,,,,Male,Age 30 to 34,,,,,,,,,Florida,0.0,14.0,Within past year (anytime less than 12 months ago),Yes,6.0,1 to 5,No,No,No,No,No,No,Yes,No,No,No,No,No,Yes,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.88,122.47,No,No,No,No,"Yes, received tetanus shot, but not Tdap",No,No
-,23.35,,,,,,,Male,Age 45 to 49,,,,,,,,,Idaho,1.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,Yes,No,Yes,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.85,80.29,No,No,No,No,"Yes, received Tdap",No,No
-,32.26,,,,,,,Male,Age 65 to 69,,,,,,,,,Oklahoma,0.0,5.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,Yes,No,No,No,No,Yes,No,No,Yes,No,No,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.93,120.2,Yes,No,No,Yes,"Yes, received Tdap",No,Yes
-,30.67,,,,,,,Female,Age 45 to 49,,,,,,,,,Idaho,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,,,,"White only, Non-Hispanic",1.68,86.18,,,,,,,
-,30.9,,,,,,,Female,Age 50 to 54,,,,,,,,,Maryland,0.0,0.0,Within past 2 years (1 year but less than 2 years ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"Multiracial, Non-Hispanic",1.63,81.65,No,Yes,No,Yes,"Yes, received Tdap",No,No
-,32.64,,,,,,,Male,Age 60 to 64,,,,,,,,,South Carolina,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"Black only, Non-Hispanic",1.8,106.14,Yes,No,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
-,34.46,,,,,,,Male,Age 65 to 69,,,,,,,,,New York,0.0,0.0,Within past year (anytime less than 12 months ago),No,7.0,1 to 5,No,No,No,No,No,No,Yes,No,Yes,No,No,No,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.7,99.79,Yes,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
-No,33.15,No,No,No,0.0,4.0,No,Female,50-54,White,No,Yes,Very good,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,27.2,,,,,,,Male,Age 70 to 74,,,,,,,,,South Carolina,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,Yes,Yes,Yes,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.8,88.45,No,Yes,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
-,16.13,,,,,,,Female,Age 65 to 69,,,,,,,,,Virginia,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,5.0,None of them,No,No,No,No,Yes,No,Yes,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.63,42.64,Yes,No,Yes,Yes,"Yes, received Tdap",No,No
-Yes,28.25,Yes,No,Yes,30.0,0.0,Yes,Male,75-79,White,No,Yes,Fair,8.0,No,No,Yes,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,31.12,No,No,No,14.0,0.0,No,Male,55-59,Hispanic,Yes,No,Good,7.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,29.08,,,,,,,Female,Age 65 to 69,,,,,,,,,Puerto Rico,3.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,1 to 5,No,No,No,No,No,No,No,No,Yes,No,No,Yes,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,Hispanic,1.57,72.12,No,Yes,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,Yes
-No,23.11,Yes,No,No,0.0,0.0,No,Male,30-34,White,No,Yes,Excellent,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,32.49,,,,,,,Male,Age 50 to 54,,,,,,,,,Maryland,14.0,0.0,Within past 5 years (2 years but less than 5 years ago),Yes,9.0,None of them,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.75,99.79,No,No,No,No,"Yes, received tetanus shot but not sure what type",No,No
-,34.96,,,,,,,Male,Age 60 to 64,,,,,,,,,Wisconsin,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,"6 or more, but not all",No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,,"White only, Non-Hispanic",1.85,120.2,No,No,Yes,No,"Yes, received tetanus shot but not sure what type",No,No
-No,29.29,No,No,No,0.0,0.0,No,Female,70-74,White,No,Yes,Very good,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,25.77,,,,,,,Male,Age 40 to 44,,,,,,,,,Michigan,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,Yes,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.83,86.18,Yes,No,Yes,No,"Yes, received Tdap",No,No
-No,26.64,No,No,No,0.0,2.0,No,Female,60-64,White,No,Yes,Very good,7.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,32.69,Yes,Yes,No,8.0,30.0,No,Female,40-44,White,No,Yes,Good,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,27.12,No,No,No,5.0,2.0,No,Male,40-44,White,No,Yes,Fair,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,,,,,,,,Female,Age 60 to 64,,,,,,,,,Florida,15.0,15.0,Within past year (anytime less than 12 months ago),No,3.0,All,No,No,No,No,No,Yes,Yes,No,Yes,No,No,No,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.73,,No,No,Yes,Yes,"Yes, received tetanus shot, but not Tdap",No,No
-,25.96,,,,,,,Female,Age 25 to 29,,,,,,,,,Puerto Rico,6.0,0.0,Within past year (anytime less than 12 months ago),No,6.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.65,70.76,Yes,No,No,No,"Yes, received Tdap",No,No
-,35.43,,,,,,,Female,Age 30 to 34,,,,,,,,,Nebraska,7.0,2.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,Yes,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.6,90.72,Yes,Yes,Yes,No,"Yes, received Tdap",No,Yes
-No,29.05,No,No,No,0.0,0.0,No,Female,80 or older,White,Yes,No,Very good,6.0,No,Yes,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,28.19,,,,,,,Female,Age 30 to 34,,,,,,,,,Idaho,7.0,4.0,Within past 5 years (2 years but less than 5 years ago),No,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.7,81.65,No,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-,29.69,,,,,,,Female,Age 75 to 79,,,,,,,,,Guam,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,Yes,No,No,Yes,No,No,No,Yes,Yes,"No, pre-diabetes or borderline diabetes",Yes,No,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"Other race only, Non-Hispanic",1.52,68.95,No,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,Yes
-,28.8,,,,,,,Male,Age 55 to 59,,,,,,,,,South Carolina,12.0,4.0,Within past year (anytime less than 12 months ago),Yes,6.0,"6 or more, but not all",No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.75,88.45,Yes,No,No,No,"Yes, received tetanus shot, but not Tdap",No,Yes
-No,27.07,No,No,No,0.0,15.0,No,Female,18-24,American Indian/Alaskan Native,No,Yes,Very good,4.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,32.45,No,No,No,2.0,2.0,No,Female,45-49,Black,No,Yes,Good,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,31.62,,,,,,,Male,Age 70 to 74,,,,,,,,,Ohio,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,No,No,Yes,No,Yes,No,No,No,Yes,No,No,No,No,Yes,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.65,86.18,Yes,No,No,No,"Yes, received tetanus shot but not sure what type",No,Yes
-,26.85,,,,,,,Male,Age 65 to 69,,,,,,,,,Pennsylvania,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,Yes,Yes,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.83,89.81,Yes,No,No,Yes,"Yes, received Tdap",No,No
-No,32.89,No,No,No,0.0,0.0,No,Male,55-59,White,Yes,Yes,Good,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,27.41,,,,,,,Female,Age 40 to 44,,,,,,,,,North Dakota,6.0,2.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Not at all (right now),No,"White only, Non-Hispanic",1.7,79.38,Yes,No,Yes,No,"Yes, received tetanus shot but not sure what type",No,Yes
-,23.87,,,,,,,Male,Age 55 to 59,,,,,,,,,Arizona,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.83,79.83,No,No,No,No,"Yes, received Tdap",No,No
-,,,,,,,,Male,,,,,,,,,,Pennsylvania,,0.0,,Yes,,None of them,No,No,No,No,No,No,No,No,No,No,No,,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",,,No,Yes,No,No,,No,No
-,42.05,,,,,,,Female,Age 65 to 69,,,,,,,,,Alaska,0.0,3.0,Within past year (anytime less than 12 months ago),No,8.0,All,No,No,No,No,No,No,Yes,No,Yes,Yes,No,No,Yes,Yes,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.63,111.13,No,No,No,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
-No,27.75,No,No,No,0.0,0.0,No,Male,40-44,Hispanic,No,Yes,Very good,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,31.28,,,,,,,Female,Age 80 or older,,,,,,,,,Kansas,30.0,5.0,Within past year (anytime less than 12 months ago),Yes,7.0,All,No,Yes,No,No,No,No,No,No,Yes,Yes,Yes,No,No,Yes,No,Yes,Never smoked,Not at all (right now),No,"White only, Non-Hispanic",1.57,77.56,No,Yes,Yes,Yes,"Yes, received Tdap",No,No
-,30.54,,,,,,,Male,Age 60 to 64,,,,,,,,,Georgia,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.7,88.45,Yes,No,Yes,No,"Yes, received tetanus shot but not sure what type",No,No
-,,,,,,,,Male,Age 80 or older,,,,,,,,,Minnesota,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,Yes,Yes,No,No,No,No,No,No,Yes,Yes,Yes,No,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.78,,Yes,,,,,,
-No,27.37,No,No,No,0.0,12.0,No,Male,30-34,White,No,Yes,Very good,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,23.03,No,No,No,3.0,30.0,No,Female,65-69,White,No,Yes,Very good,3.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,29.53,,,,,,,Male,Age 65 to 69,,,,,,,,,Idaho,14.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.75,90.72,Yes,No,Yes,No,"Yes, received tetanus shot but not sure what type",No,No
-,28.57,,,,,,,Female,Age 45 to 49,,,,,,,,,Washington,0.0,0.0,Within past 2 years (1 year but less than 2 years ago),No,8.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.68,80.29,Yes,Yes,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
-,24.11,,,,,,,Male,Age 80 or older,,,,,,,,,Arizona,21.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,"6 or more, but not all",No,No,No,No,Yes,No,No,No,No,"No, pre-diabetes or borderline diabetes",No,No,Yes,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.78,76.2,Yes,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,Yes
-No,26.78,Yes,No,No,0.0,0.0,No,Male,65-69,American Indian/Alaskan Native,No,No,Very good,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,22.31,No,No,No,30.0,0.0,Yes,Female,55-59,Black,No,Yes,Excellent,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,33.67,,,,,,,Female,Age 40 to 44,,,,,,,,,Maryland,5.0,15.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.7,97.52,Yes,Yes,Yes,No,"Yes, received Tdap",No,Yes
-No,35.51,No,No,No,0.0,0.0,No,Female,18-24,White,No,Yes,Good,5.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,22.83,,,,,,,Female,Age 60 to 64,,,,,,,,,Indiana,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,Yes,Yes,Yes,Yes,No,Yes,No,No,No,No,No,No,No,Current smoker - now smokes some days,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.63,60.33,No,Yes,Yes,No,"Yes, received tetanus shot but not sure what type",No,No
-,30.12,,,,,,,Female,Age 65 to 69,,,,,,,,,Florida,3.0,0.0,Within past year (anytime less than 12 months ago),Yes,5.0,All,No,No,No,No,No,Yes,No,No,Yes,No,No,No,No,No,No,No,Former smoker,Not at all (right now),Yes,"White only, Non-Hispanic",1.65,82.1,Yes,Yes,Yes,Yes,,No,No
-,,,,,,,,Female,Age 70 to 74,,,,,,,,,Connecticut,0.0,0.0,Within past year (anytime less than 12 months ago),No,8.0,1 to 5,No,No,No,No,No,No,No,No,No,No,,,,,,,,,,Hispanic,,,,,,,,,
-,26.63,,,,,,,Female,Age 40 to 44,,,,,,,,,Vermont,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.68,74.84,Yes,,No,No,,,
-,30.54,,,,,,,Male,Age 30 to 34,,,,,,,,,Maryland,0.0,20.0,Within past year (anytime less than 12 months ago),Yes,5.0,None of them,No,No,No,No,No,No,Yes,No,No,No,No,Yes,Yes,No,No,No,Current smoker - now smokes every day,Not at all (right now),No,Hispanic,1.7,88.45,No,Yes,No,No,"Yes, received tetanus shot, but not Tdap",No,No
-,41.2,,,,,,,Female,Age 50 to 54,,,,,,,,,Arkansas,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,1.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.63,108.86,No,Yes,Yes,No,"Yes, received Tdap",No,No
-,38.74,,,,,,,Male,Age 60 to 64,,,,,,,,,Hawaii,2.0,0.0,Within past year (anytime less than 12 months ago),No,8.0,1 to 5,No,No,No,No,No,No,No,No,Yes,No,Yes,Yes,Yes,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"Multiracial, Non-Hispanic",1.78,122.47,Yes,No,No,No,"Yes, received tetanus shot but not sure what type",No,Yes
-No,24.39,Yes,No,No,0.0,3.0,No,Male,30-34,White,No,Yes,Excellent,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,24.63,,,,,,,Female,Age 70 to 74,,,,,,,,,Alabama,30.0,0.0,Within past year (anytime less than 12 months ago),No,8.0,None of them,No,No,No,No,No,No,No,No,Yes,No,No,No,No,Yes,No,No,Current smoker - now smokes every day,Never used e-cigarettes in my entire life,Yes,"Black only, Non-Hispanic",1.65,67.13,No,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
-,27.32,,,,,,,Male,Age 65 to 69,,,,,,,,,Connecticut,30.0,7.0,Within past year (anytime less than 12 months ago),Yes,5.0,None of them,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.75,83.91,Yes,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,Yes
-,,,,,,,,Female,Age 70 to 74,,,,,,,,,Florida,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.57,,Yes,No,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
-,33.23,,,,,,,Female,Age 80 or older,,,,,,,,,Indiana,5.0,1.0,Within past 5 years (2 years but less than 5 years ago),Yes,7.0,1 to 5,No,No,Yes,No,No,No,No,No,Yes,Yes,No,No,No,Yes,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.75,102.06,No,No,Yes,No,"Yes, received tetanus shot but not sure what type",No,No
-No,27.46,Yes,No,No,0.0,0.0,Yes,Female,80 or older,White,No,No,Good,5.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,30.68,No,No,No,0.0,2.0,No,Male,45-49,White,No,No,Very good,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,24.68,No,No,No,0.0,0.0,No,Male,55-59,White,No,Yes,Very good,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,34.46,No,No,No,15.0,0.0,No,Male,50-54,White,No,Yes,Fair,9.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,29.05,,,,,,,Female,Age 80 or older,,,,,,,,,Tennessee,7.0,2.0,Within past 2 years (1 year but less than 2 years ago),Yes,10.0,None of them,No,No,No,No,No,No,Yes,No,Yes,Yes,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.68,81.65,Yes,,Yes,Yes,"Yes, received Tdap",No,Yes
-,,,,,,,,Male,Age 55 to 59,,,,,,,,,Washington,8.0,3.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,,,,,,,,,,"White only, Non-Hispanic",,,,,,,,,
-,29.84,,,,,,,Male,Age 65 to 69,,,,,,,,,New York,0.0,2.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,Yes,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.83,99.79,Yes,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
-No,29.47,No,No,No,13.0,0.0,No,Male,45-49,White,No,Yes,Good,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,31.12,,,,,,,Female,Age 60 to 64,,,,,,,,,West Virginia,15.0,30.0,Within past year (anytime less than 12 months ago),No,8.0,None of them,No,No,No,Yes,No,No,Yes,No,Yes,Yes,No,No,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.65,84.82,No,No,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-,21.52,,,,,,,Male,Age 80 or older,,,,,,,,,New York,0.0,0.0,Within past 2 years (1 year but less than 2 years ago),Yes,8.0,1 to 5,No,,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.78,68.04,Yes,No,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
-,23.4,,,,,,,Female,Age 30 to 34,,,,,,,,,Louisiana,0.0,10.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Not at all (right now),No,"White only, Non-Hispanic",1.68,65.77,Yes,Yes,No,Yes,"No, did not receive any tetanus shot in the past 10 years",Yes,No
-,24.24,,,,,,,Male,Age 50 to 54,,,,,,,,,Rhode Island,0.0,0.0,Within past 2 years (1 year but less than 2 years ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,Yes,,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,Hispanic,1.5,54.43,No,Yes,No,,,No,Yes
-No,38.26,No,No,No,0.0,0.0,No,Male,35-39,White,No,Yes,Very good,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,51.49,Yes,No,No,0.0,0.0,Yes,Female,50-54,White,No,Yes,Good,5.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,,,,,,,,Female,,,,,,,,,,Arizona,0.0,0.0,Within past 5 years (2 years but less than 5 years ago),Yes,9.0,None of them,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.78,,Yes,No,Yes,No,"Yes, received Tdap",No,No
-,32.77,,,,,,,Female,Age 45 to 49,,,,,,,,,New Mexico,3.0,0.0,Within past year (anytime less than 12 months ago),No,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Current smoker - now smokes every day,Never used e-cigarettes in my entire life,No,Hispanic,1.6,83.91,Yes,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,Tested positive using home test without a health professional
-No,28.19,Yes,No,No,30.0,14.0,Yes,Female,30-34,White,No,No,Fair,5.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,25.1,Yes,No,No,0.0,4.0,No,Male,35-39,White,No,Yes,Excellent,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,22.98,,,,,,,Female,Age 40 to 44,,,,,,,,,New Jersey,,0.0,Within past 2 years (1 year but less than 2 years ago),Yes,8.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,,,,Hispanic,1.5,51.71,,,,,,,
-,32.69,,,,,,,Male,Age 70 to 74,,,,,,,,,New Jersey,30.0,0.0,Within past year (anytime less than 12 months ago),No,7.0,"6 or more, but not all",Yes,Yes,Yes,No,No,No,No,Yes,No,Yes,No,Yes,Yes,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.73,97.52,Yes,No,No,Yes,"Yes, received tetanus shot but not sure what type",No,Yes
-No,26.3,No,No,No,10.0,0.0,Yes,Female,45-49,White,Yes,No,Fair,4.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,26.61,,,,,,,Male,Age 50 to 54,,,,,,,,,Virginia,0.0,0.0,5 or more years ago,Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.73,79.38,Yes,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-No,26.89,No,No,No,3.0,0.0,No,Female,65-69,Black,Yes,Yes,Fair,9.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,31.47,,,,,,,Female,Age 65 to 69,,,,,,,,,Georgia,0.0,15.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.68,88.45,Yes,No,Yes,Yes,"Yes, received Tdap",No,No
-,25.84,,,,,,,Male,Age 70 to 74,,,,,,,,,Missouri,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,No,No,No,No,,No,No,No,Yes,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.7,74.84,Yes,No,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",,
-,32.28,,,,,,,Male,Age 55 to 59,,,,,,,,,Minnesota,0.0,0.0,Within past 2 years (1 year but less than 2 years ago),Yes,7.0,1 to 5,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.68,90.72,Yes,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-,29.99,,,,,,,Male,Age 50 to 54,,,,,,,,,Idaho,0.0,0.0,5 or more years ago,Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.8,97.52,Yes,No,No,No,"Yes, received tetanus shot but not sure what type",No,Yes
-,,,,,,,,Female,Age 65 to 69,,,,,,,,,Florida,30.0,30.0,Within past year (anytime less than 12 months ago),No,10.0,None of them,No,No,No,Yes,No,No,No,No,No,No,No,No,,,,,,,,"Black only, Non-Hispanic",,,,,,,,,
-,28.89,,,,,,,Male,Age 70 to 74,,,,,,,,,Tennessee,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,"6 or more, but not all",No,No,No,No,No,No,No,No,No,"No, pre-diabetes or borderline diabetes",No,No,No,No,No,No,Former smoker,Not at all (right now),Yes,"White only, Non-Hispanic",1.73,86.18,No,No,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-,39.06,,,,,,,Female,Age 75 to 79,,,,,,,,,Washington,0.0,0.0,Within past year (anytime less than 12 months ago),No,6.0,"6 or more, but not all",No,No,Yes,Yes,No,No,No,Yes,Yes,Yes,Yes,No,No,Yes,Yes,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.52,90.72,No,No,Yes,Yes,"Yes, received Tdap",No,No
-,,,,,,,,Male,Age 60 to 64,,,,,,,,,Colorado,10.0,5.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,Yes,No,No,No,No,No,No,Yes,No,Yes,No,No,No,No,No,No,Former smoker,Not at all (right now),Yes,"White only, Non-Hispanic",1.8,,No,,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,Yes
-No,24.41,No,No,No,0.0,0.0,No,Male,65-69,White,Yes,Yes,Good,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,25.29,Yes,No,No,0.0,0.0,No,Female,70-74,White,No,Yes,Good,9.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,19.49,,,,,,,Female,Age 65 to 69,,,,,,,,,Washington,3.0,0.0,Within past year (anytime less than 12 months ago),No,7.0,All,No,No,No,No,No,Yes,No,No,No,Yes,No,No,No,No,No,No,Current smoker - now smokes some days,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.6,49.9,Yes,,No,Yes,"Yes, received Tdap",No,No
-,26.54,,,,,,,Male,Age 75 to 79,,,,,,,,,Texas,3.0,0.0,Within past year (anytime less than 12 months ago),No,7.0,"6 or more, but not all",No,Yes,No,Yes,No,No,No,Yes,Yes,Yes,Yes,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.78,83.91,No,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
-,32.95,,,,,,,Female,Age 50 to 54,,,,,,,,,South Dakota,0.0,0.0,Within past year (anytime less than 12 months ago),No,6.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,Hispanic,1.65,89.81,No,Yes,No,No,"Yes, received tetanus shot, but not Tdap",No,No
-,22.86,,,,,,,Female,Age 70 to 74,,,,,,,,,Maryland,0.0,1.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,Yes,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.57,56.7,No,No,Yes,Yes,"Yes, received tetanus shot, but not Tdap",No,No
-,30.0,,,,,,,Male,Age 30 to 34,,,,,,,,,Montana,15.0,22.0,Within past year (anytime less than 12 months ago),Yes,4.0,None of them,No,No,No,No,No,No,Yes,No,Yes,No,No,No,Yes,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"Other race only, Non-Hispanic",1.91,108.86,No,No,No,No,"Yes, received Tdap",No,No
-No,34.87,No,No,No,1.0,3.0,No,Male,35-39,White,No,Yes,Very good,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,35.12,,,,,,,Female,Age 35 to 39,,,,,,,,,South Carolina,7.0,30.0,Within past year (anytime less than 12 months ago),Yes,5.0,"6 or more, but not all",No,No,No,No,No,Yes,Yes,No,No,No,No,No,No,No,No,No,Current smoker - now smokes every day,Not at all (right now),Yes,"Black only, Non-Hispanic",1.57,87.09,Yes,,,,,,
-,27.89,,,,,,,Male,Age 45 to 49,,,,,,,,,Texas,0.0,0.0,Within past year (anytime less than 12 months ago),No,6.0,None of them,Yes,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,Current smoker - now smokes every day,Not at all (right now),Yes,Hispanic,1.8,90.72,No,No,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,Yes
-No,26.58,No,No,No,0.0,0.0,Yes,Female,50-54,White,No,No,Very good,5.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,34.46,,,,,,,Female,Age 45 to 49,,,,,,,,,Louisiana,0.0,5.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.7,99.79,Yes,Yes,Yes,No,"Yes, received Tdap",No,No
-,,,,,,,,Female,Age 75 to 79,,,,,,,,,New Hampshire,2.0,0.0,Within past year (anytime less than 12 months ago),No,6.0,All,No,Yes,No,No,No,Yes,No,No,Yes,No,,,,,,,,,,"White only, Non-Hispanic",,,,,,,,,
-No,29.23,No,Yes,No,0.0,0.0,No,Female,75-79,White,No,Yes,Very good,7.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,23.57,Yes,No,No,0.0,0.0,No,Male,70-74,White,No,Yes,Very good,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,27.79,Yes,No,No,6.0,20.0,No,Female,30-34,White,No,No,Fair,3.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,24.33,,,,,,,Male,Age 35 to 39,,,,,,,,,Massachusetts,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Not at all (right now),No,"White only, Non-Hispanic",1.73,72.57,Yes,No,Yes,No,"Yes, received Tdap",,
-No,22.14,Yes,No,No,0.0,0.0,No,Female,70-74,Asian,No,Yes,Excellent,6.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,29.05,,,,,,,Female,Age 70 to 74,,,,,,,,,Minnesota,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,Yes,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.68,81.65,No,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
-,23.91,,,,,,,Female,Age 60 to 64,,,,,,,,,Colorado,0.0,28.0,Within past year (anytime less than 12 months ago),Yes,8.0,"6 or more, but not all",No,No,No,No,No,Yes,No,No,Yes,"No, pre-diabetes or borderline diabetes",No,Yes,Yes,No,No,No,Former smoker,Use them every day,Yes,"White only, Non-Hispanic",1.6,61.23,Yes,Yes,No,No,"Yes, received tetanus shot but not sure what type",No,No
-,32.98,,,,,,,Male,Age 50 to 54,,,,,,,,,Kansas,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.85,113.4,No,No,Yes,No,"Yes, received Tdap",No,Yes
-,27.98,,,,,,,Male,Age 75 to 79,,,,,,,,,Maine,30.0,30.0,Within past year (anytime less than 12 months ago),No,6.0,None of them,No,Yes,No,No,No,No,No,No,Yes,Yes,No,No,No,Yes,Yes,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.73,83.46,No,No,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
-,21.93,,,,,,,Male,Age 55 to 59,,,,,,,,,Hawaii,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Not at all (right now),No,"Other race only, Non-Hispanic",1.7,63.5,No,No,Yes,No,,No,No
-No,23.73,Yes,No,No,0.0,30.0,No,Female,70-74,White,Yes,No,Good,8.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,38.27,Yes,No,No,0.0,0.0,No,Female,55-59,White,No,Yes,Very good,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,22.14,No,No,No,0.0,0.0,No,Female,30-34,White,No,Yes,Excellent,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,24.81,,,,,,,Male,Age 40 to 44,,,,,,,,,Tennessee,0.0,30.0,5 or more years ago,Yes,5.0,1 to 5,No,No,No,No,No,No,Yes,No,Yes,No,No,Yes,Yes,No,No,Yes,Current smoker - now smokes every day,Not at all (right now),No,"White only, Non-Hispanic",1.75,76.2,No,Yes,No,Yes,"Yes, received tetanus shot but not sure what type",Yes,Yes
-,36.85,,,,,,,Female,Age 60 to 64,,,,,,,,,Minnesota,0.0,30.0,Within past year (anytime less than 12 months ago),No,7.0,None of them,No,No,No,No,No,No,Yes,No,Yes,Yes,Yes,No,No,No,No,No,Current smoker - now smokes every day,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.6,94.35,Yes,No,No,No,"Yes, received tetanus shot but not sure what type",No,Yes
-,27.98,,,,,,,Female,Age 55 to 59,,,,,,,,,Colorado,3.0,10.0,5 or more years ago,Yes,6.0,None of them,No,No,No,Yes,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.63,73.94,Yes,Yes,No,No,"Yes, received Tdap",No,No
-,25.82,,,,,,,Female,Age 25 to 29,,,,,,,,,California,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"Other race only, Non-Hispanic",1.68,72.57,No,No,Yes,,"No, did not receive any tetanus shot in the past 10 years",No,No
-,32.89,,,,,,,Male,Age 18 to 24,,,,,,,,,Connecticut,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,Hispanic,1.7,95.25,No,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-,22.07,,,,,,,Female,Age 60 to 64,,,,,,,,,Puerto Rico,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,"6 or more, but not all",No,No,No,Yes,No,No,No,No,Yes,No,No,Yes,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,No,Hispanic,1.52,51.26,No,No,Yes,No,"Yes, received tetanus shot but not sure what type",No,No
-Yes,33.48,No,No,No,0.0,30.0,Yes,Female,70-74,White,No,Yes,Good,8.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,23.91,,,,,,,Female,Age 55 to 59,,,,,,,,,Maine,0.0,1.0,Within past 2 years (1 year but less than 2 years ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.6,61.23,No,No,Yes,No,"Yes, received Tdap",No,No
-,26.63,,,,,,,Male,Age 40 to 44,,,,,,,,,Missouri,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,5.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.68,74.84,No,Yes,No,No,"Yes, received tetanus shot but not sure what type",No,No
-,28.29,,,,,,,Female,Age 65 to 69,,,,,,,,,New Mexico,2.0,2.0,Within past 2 years (1 year but less than 2 years ago),Yes,8.0,None of them,No,No,No,No,Yes,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.65,77.11,Yes,No,Yes,No,"Yes, received tetanus shot but not sure what type",No,No
-,20.37,,,,,,,Female,Age 45 to 49,,,,,,,,,Indiana,8.0,30.0,Within past year (anytime less than 12 months ago),No,9.0,1 to 5,No,No,No,Yes,No,No,Yes,No,No,No,No,No,No,No,No,Yes,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.78,64.41,No,Yes,No,No,"Yes, received tetanus shot but not sure what type",No,Yes
-,28.35,,,,,,,Female,Age 18 to 24,,,,,,,,,California,0.0,0.0,Within past 2 years (1 year but less than 2 years ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"Black only, Non-Hispanic",1.57,70.31,Yes,No,Yes,,,No,Yes
-No,29.12,No,No,No,0.0,0.0,No,Female,55-59,Black,No,Yes,Excellent,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,30.54,No,No,No,0.0,0.0,No,Male,35-39,Hispanic,No,No,Excellent,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,18.64,,,,,,,Female,Age 60 to 64,,,,,,,,,New York,0.0,1.0,Within past year (anytime less than 12 months ago),Yes,9.0,None of them,No,No,No,No,No,No,Yes,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.65,50.8,No,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-,27.44,,,,,,,Female,Age 65 to 69,,,,,,,,,Florida,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,9.0,None of them,No,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.68,77.11,Yes,Yes,Yes,Yes,"Yes, received Tdap",No,No
-,29.12,,,,,,,Female,Age 40 to 44,,,,,,,,,North Carolina,0.0,0.0,Within past year (anytime less than 12 months ago),No,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"Other race only, Non-Hispanic",1.65,79.38,Yes,Yes,No,No,"Yes, received tetanus shot but not sure what type",No,Yes
-,25.68,,,,,,,Male,Age 65 to 69,,,,,,,,,West Virginia,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,Yes,No,No,Yes,No,No,No,No,No,No,No,Current smoker - now smokes every day,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.88,90.72,No,No,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
-,21.95,,,,,,,Female,Age 70 to 74,,,,,,,,,Florida,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,12.0,1 to 5,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.57,54.43,Yes,No,No,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
-,22.43,,,,,,,Male,Age 55 to 59,,,,,,,,,Puerto Rico,4.0,5.0,Within past year (anytime less than 12 months ago),No,4.0,None of them,No,No,No,No,No,No,Yes,No,No,Yes,Yes,No,Yes,Yes,Yes,No,Current smoker - now smokes every day,Never used e-cigarettes in my entire life,Yes,Hispanic,1.85,77.11,Yes,Yes,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-,33.28,,,,,,,Male,Age 40 to 44,,,,,,,,,South Carolina,5.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,Yes,No,No,Yes,No,No,No,No,No,No,No,No,No,Former smoker,Not at all (right now),No,Hispanic,1.65,90.72,No,Yes,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,Yes
-,32.93,,,,,,,Female,Age 60 to 64,,,,,,,,,Washington,30.0,0.0,Within past year (anytime less than 12 months ago),Yes,9.0,1 to 5,No,No,No,No,No,Yes,No,No,Yes,No,No,No,No,Yes,No,No,Former smoker,Not at all (right now),Yes,"White only, Non-Hispanic",1.68,92.53,Yes,No,Yes,Yes,"Yes, received Tdap",No,Yes
-,26.58,,,,,,,Female,Age 45 to 49,,,,,,,,,Hawaii,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.75,81.65,Yes,No,Yes,No,"Yes, received tetanus shot but not sure what type",No,No
-No,25.8,No,No,No,0.0,0.0,No,Male,30-34,White,No,No,Excellent,5.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,33.66,,,,,,,Female,Age 70 to 74,,,,,,,,,Georgia,0.0,8.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,No,No,No,No,No,No,Yes,No,Yes,"No, pre-diabetes or borderline diabetes",Yes,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.6,86.18,Yes,No,Yes,Yes,"Yes, received Tdap",No,Yes
-,34.26,,,,,,,Male,Age 45 to 49,,,,,,,,,Puerto Rico,0.0,0.0,Within past year (anytime less than 12 months ago),No,7.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,Yes,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,Hispanic,1.75,105.23,No,No,No,No,"Yes, received tetanus shot but not sure what type",No,Yes
-,31.75,,,,,,,Female,Age 45 to 49,,,,,,,,,Indiana,2.0,2.0,Within past year (anytime less than 12 months ago),Yes,7.0,,No,No,No,Yes,No,No,Yes,No,Yes,No,No,No,Yes,No,No,No,Current smoker - now smokes every day,Use them some days,No,"White only, Non-Hispanic",1.63,83.91,Yes,Yes,Yes,No,"Yes, received Tdap",No,Yes
-,,,,,,,,Female,Age 35 to 39,,,,,,,,,Vermont,0.0,10.0,Within past year (anytime less than 12 months ago),No,7.0,None of them,No,No,No,Yes,No,No,Yes,No,Yes,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,,"White only, Non-Hispanic",1.63,,Yes,Yes,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
-,,,,,,,,Male,Age 35 to 39,,,,,,,,,Washington,5.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,Hispanic,,83.01,Yes,No,No,,"No, did not receive any tetanus shot in the past 10 years",No,No
-No,28.29,No,No,No,0.0,0.0,No,Female,80 or older,Black,No,No,Very good,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,23.49,,,,,,,Male,Age 35 to 39,,,,,,,,,Iowa,1.0,0.0,Within past 2 years (1 year but less than 2 years ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Not at all (right now),No,"White only, Non-Hispanic",1.7,68.04,Yes,,No,No,"Yes, received Tdap",No,No
-No,26.63,Yes,No,No,0.0,0.0,No,Male,50-54,White,No,Yes,Fair,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,23.03,,,,,,,Female,Age 35 to 39,,,,,,,,,New Jersey,30.0,30.0,Within past year (anytime less than 12 months ago),Yes,6.0,"6 or more, but not all",No,No,No,No,No,No,Yes,No,Yes,Yes,No,No,Yes,No,No,No,Former smoker,Not at all (right now),Yes,"White only, Non-Hispanic",1.6,58.97,Yes,Yes,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",Yes,Yes
-No,31.89,No,No,No,5.0,0.0,Yes,Female,70-74,White,No,Yes,Good,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,25.1,,,,,,,Female,Age 55 to 59,,,,,,,,,Michigan,2.0,5.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.8,81.65,Yes,Yes,Yes,No,"Yes, received tetanus shot, but not Tdap",No,No
-,30.0,,,,,,,Male,Age 70 to 74,,,,,,,,,Florida,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,"6 or more, but not all",No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.91,108.86,Yes,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
-No,24.89,Yes,No,No,0.0,0.0,Yes,Female,80 or older,White,No,Yes,Good,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,29.95,No,No,No,0.0,0.0,Yes,Female,55-59,White,Yes,Yes,Good,8.0,Yes,Yes,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,32.98,No,No,No,0.0,0.0,No,Male,55-59,White,No,Yes,Excellent,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-Yes,36.58,Yes,No,No,0.0,0.0,No,Female,70-74,Other,Yes,Yes,Good,8.0,No,No,Yes,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,25.39,,,,,,,Female,Age 35 to 39,,,,,,,,,New Hampshire,15.0,30.0,Within past 5 years (2 years but less than 5 years ago),Yes,4.0,None of them,No,Yes,Yes,Yes,No,No,Yes,No,Yes,No,No,No,Yes,No,No,Yes,Current smoker - now smokes every day,Not at all (right now),Yes,"White only, Non-Hispanic",1.52,58.97,Yes,Yes,No,Yes,"Yes, received tetanus shot but not sure what type",No,Yes
-No,21.91,Yes,No,No,0.0,0.0,No,Male,35-39,White,No,Yes,Excellent,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,28.29,,,,,,,Female,Age 40 to 44,,,,,,,,,Georgia,0.0,30.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Current smoker - now smokes every day,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.65,77.11,Yes,No,No,No,"Yes, received Tdap",No,No
-,21.77,,,,,,,Male,Age 50 to 54,,,,,,,,,Colorado,30.0,0.0,,Yes,8.0,All,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Current smoker - now smokes every day,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.85,74.84,Yes,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-,23.03,,,,,,,Female,Age 80 or older,,,,,,,,,Kansas,0.0,0.0,Within past 2 years (1 year but less than 2 years ago),Yes,,All,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,,"White only, Non-Hispanic",1.6,58.97,No,No,No,No,,No,No
-,,,,,,,,Female,Age 35 to 39,,,,,,,,,Washington,3.0,20.0,Within past year (anytime less than 12 months ago),Yes,7.0,1 to 5,No,No,No,Yes,No,No,Yes,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.75,,No,No,No,No,"Yes, received tetanus shot but not sure what type",No,Yes
-,,,,,,,,Female,Age 70 to 74,,,,,,,,,New Jersey,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,"6 or more, but not all",Yes,Yes,No,No,Yes,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.6,,No,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,Tested positive using home test without a health professional
-,27.1,,,,,,,Female,Age 50 to 54,,,,,,,,,Wisconsin,30.0,25.0,Within past year (anytime less than 12 months ago),Yes,7.0,1 to 5,No,No,No,No,No,No,Yes,No,No,Yes,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.6,69.4,No,No,No,No,"Yes, received tetanus shot but not sure what type",No,Yes
-No,31.87,Yes,No,No,0.0,0.0,Yes,Male,65-69,White,No,No,Good,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,18.75,No,No,No,0.0,0.0,No,Female,40-44,White,No,Yes,Excellent,8.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,25.1,Yes,No,No,0.0,0.0,No,Male,25-29,Other,No,Yes,Excellent,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,23.49,,,,,,,Male,Age 30 to 34,,,,,,,,,New York,3.0,20.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,No,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,Never smoked,Not at all (right now),Yes,"White only, Non-Hispanic",1.7,68.04,Yes,Yes,No,Yes,"Yes, received Tdap",No,No
-,29.84,,,,,,,Male,Age 40 to 44,,,,,,,,,Ohio,0.0,0.0,5 or more years ago,Yes,7.0,"6 or more, but not all",No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"Multiracial, Non-Hispanic",1.83,99.79,No,Yes,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-No,22.31,No,No,No,1.0,0.0,No,Female,60-64,White,No,Yes,Very good,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,39.44,,,,,,,Female,Age 65 to 69,,,,,,,,,Kansas,0.0,0.0,Within past year (anytime less than 12 months ago),No,7.0,1 to 5,No,No,No,No,No,Yes,No,No,No,Yes,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.65,107.5,No,No,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
-,21.47,,,,,,,Female,Age 55 to 59,,,,,,,,,Florida,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,Yes,No,No,Yes,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.65,58.51,Yes,No,Yes,Yes,"Yes, received tetanus shot, but not Tdap",No,No
-,,,,,,,,Female,Age 80 or older,,,,,,,,,Washington,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,"6 or more, but not all",No,No,No,No,No,No,No,No,Yes,No,No,No,No,Yes,No,Yes,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.63,,No,No,No,No,,No,No
-,37.43,,,,,,,Male,Age 70 to 74,,,,,,,,,Hawaii,0.0,0.0,Within past 5 years (2 years but less than 5 years ago),Yes,8.0,"6 or more, but not all",No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"Other race only, Non-Hispanic",1.7,108.41,No,No,Yes,Yes,"Yes, received Tdap",No,No
-,30.68,,,,,,,Male,Age 40 to 44,,,,,,,,,South Dakota,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,Yes,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,Current smoker - now smokes every day,Use them some days,No,"White only, Non-Hispanic",1.8,99.79,Yes,No,Yes,No,"Yes, received tetanus shot but not sure what type",No,No
-,34.33,,,,,,,Female,Age 65 to 69,,,,,,,,,South Carolina,20.0,10.0,Within past year (anytime less than 12 months ago),Yes,9.0,None of them,No,No,No,No,No,No,No,No,Yes,No,No,No,No,Yes,No,No,Never smoked,Not at all (right now),Yes,"White only, Non-Hispanic",1.63,90.72,Yes,No,Yes,Yes,"Yes, received Tdap",No,No
-No,23.17,No,No,No,0.0,0.0,No,Female,65-69,White,No,Yes,Good,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+HeartDisease,BMI,Smoking,AlcoholDrinking,Stroke,PhysicalHealth,MentalHealth,DiffWalking,Sex,AgeCategory,Race,Diabetic,PhysicalActivity,SleepTime,Asthma,KidneyDisease,SkinCancer,State,PhysicalHealthDays,MentalHealthDays,LastCheckupTime,PhysicalActivities,SleepHours,RemovedTeeth,HadHeartAttack,HadAngina,HadStroke,HadAsthma,HadSkinCancer,HadCOPD,HadDepressiveDisorder,HadKidneyDisease,HadArthritis,HadDiabetes,DeafOrHardOfHearing,BlindOrVisionDifficulty,DifficultyConcentrating,DifficultyWalking,DifficultyDressingBathing,DifficultyErrands,SmokerStatus,ECigaretteUsage,ChestScan,RaceEthnicityCategory,HeightInMeters,WeightInKilograms,AlcoholDrinkers,HIVTesting,FluVaxLast12,PneumoVaxEver,TetanusLast10Tdap,HighRiskLastYear,CovidPos
+,28.15,,,,,,,Female,Age 55 to 59,,,,,,,,Alabama,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,Yes,Yes,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"Black only, Non-Hispanic",1.63,74.39,Yes,Yes,Yes,No,"Yes, received Tdap",No,No
+,26.58,,,,,,,Male,Age 80 or older,,,,,,,,Missouri,30.0,30.0,,Yes,8.0,"6 or more, but not all",No,No,No,No,,No,No,No,Yes,No,No,No,Yes,Yes,No,Yes,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.75,81.65,Yes,No,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
+No,38.02,Yes,No,No,5.0,20.0,No,Male,30-34,White,No,Yes,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,25.11,,,,,,,Male,Age 25 to 29,,,,,,,,Maryland,0.0,15.0,Within past year (anytime less than 12 months ago),Yes,6.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"Black only, Non-Hispanic",1.78,79.38,Yes,Yes,No,No,"Yes, received tetanus shot but not sure what type",No,No
+,24.41,,,,,,,Male,Age 55 to 59,,,,,,,,Washington,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.85,83.91,Yes,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+No,30.17,No,No,No,0.0,0.0,No,Male,60-64,White,No,Yes,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,28.06,,,,,,,Female,Age 75 to 79,,,,,,,,Utah,,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,1 to 5,No,No,No,Yes,Yes,Yes,Yes,No,No,No,No,No,No,Yes,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.75,86.18,No,No,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
+,23.3,,,,,,,Female,Age 80 or older,,,,,,,,Maine,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.65,63.5,Yes,No,Yes,No,"Yes, received tetanus shot but not sure what type",No,No
+,27.8,,,,,,,Male,Age 80 or older,,,,,,,,Alabama,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,Yes,Yes,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.83,92.99,No,No,No,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
+No,49.92,Yes,No,No,28.0,0.0,Yes,Female,55-59,White,No,No,9.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,38.74,,,,,,,Female,Age 55 to 59,,,,,,,,Texas,17.0,1.0,Within past year (anytime less than 12 months ago),Yes,10.0,None of them,No,No,No,Yes,No,Yes,No,No,Yes,No,No,No,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.68,108.86,No,No,Yes,Yes,"Yes, received tetanus shot, but not Tdap",No,No
+No,23.3,No,No,No,0.0,0.0,No,Male,25-29,Black,No,Yes,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,30.67,,,,,,,Female,Age 25 to 29,,,,,,,,Kansas,0.0,10.0,Within past year (anytime less than 12 months ago),No,8.0,None of them,No,No,No,Yes,No,No,Yes,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.68,86.18,No,No,No,,"Yes, received tetanus shot but not sure what type",Yes,Yes
+,22.15,,,,,,,Male,Age 70 to 74,,,,,,,,Alaska,30.0,0.0,Within past year (anytime less than 12 months ago),No,8.0,1 to 5,No,Yes,No,No,No,Yes,No,No,Yes,No,No,No,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.75,68.04,Yes,No,Yes,,"Yes, received tetanus shot but not sure what type",No,No
+No,31.71,No,No,No,20.0,0.0,Yes,Female,80 or older,White,Yes,No,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,18.33,Yes,No,No,12.0,30.0,No,Female,80 or older,White,No,Yes,8.0,Yes,No,Yes,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,28.34,No,No,No,3.0,2.0,No,Female,50-54,White,No,Yes,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,27.71,Yes,No,No,30.0,30.0,No,Male,55-59,White,No,Yes,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+Yes,50.79,Yes,No,No,0.0,2.0,Yes,Male,70-74,White,Yes,No,7.0,No,No,Yes,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,45.26,,,,,,,Female,Age 60 to 64,,,,,,,,Maine,30.0,30.0,Within past year (anytime less than 12 months ago),No,5.0,"6 or more, but not all",No,No,Yes,No,No,No,Yes,No,Yes,No,No,No,No,Yes,No,Yes,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.65,123.38,No,Yes,Yes,Yes,"Yes, received tetanus shot, but not Tdap",No,Yes
+,34.67,,,,,,,Male,Age 30 to 34,,,,,,,,Florida,0.0,14.0,Within past year (anytime less than 12 months ago),Yes,6.0,1 to 5,No,No,No,No,No,No,Yes,No,No,No,No,No,Yes,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.88,122.47,No,No,No,No,"Yes, received tetanus shot, but not Tdap",No,No
+,23.35,,,,,,,Male,Age 45 to 49,,,,,,,,Idaho,1.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,Yes,No,Yes,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.85,80.29,No,No,No,No,"Yes, received Tdap",No,No
+,32.26,,,,,,,Male,Age 65 to 69,,,,,,,,Oklahoma,0.0,5.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,Yes,No,No,No,No,Yes,No,No,Yes,No,No,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.93,120.2,Yes,No,No,Yes,"Yes, received Tdap",No,Yes
+,30.67,,,,,,,Female,Age 45 to 49,,,,,,,,Idaho,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,,,,"White only, Non-Hispanic",1.68,86.18,,,,,,,
+,30.9,,,,,,,Female,Age 50 to 54,,,,,,,,Maryland,0.0,0.0,Within past 2 years (1 year but less than 2 years ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"Multiracial, Non-Hispanic",1.63,81.65,No,Yes,No,Yes,"Yes, received Tdap",No,No
+,32.64,,,,,,,Male,Age 60 to 64,,,,,,,,South Carolina,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"Black only, Non-Hispanic",1.8,106.14,Yes,No,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
+,34.46,,,,,,,Male,Age 65 to 69,,,,,,,,New York,0.0,0.0,Within past year (anytime less than 12 months ago),No,7.0,1 to 5,No,No,No,No,No,No,Yes,No,Yes,No,No,No,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.7,99.79,Yes,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
+No,33.15,No,No,No,0.0,4.0,No,Female,50-54,White,No,Yes,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,27.2,,,,,,,Male,Age 70 to 74,,,,,,,,South Carolina,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,Yes,Yes,Yes,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.8,88.45,No,Yes,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
+,16.13,,,,,,,Female,Age 65 to 69,,,,,,,,Virginia,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,5.0,None of them,No,No,No,No,Yes,No,Yes,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.63,42.64,Yes,No,Yes,Yes,"Yes, received Tdap",No,No
+Yes,28.25,Yes,No,Yes,30.0,0.0,Yes,Male,75-79,White,No,Yes,8.0,No,No,Yes,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,31.12,No,No,No,14.0,0.0,No,Male,55-59,Hispanic,Yes,No,7.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,29.08,,,,,,,Female,Age 65 to 69,,,,,,,,Puerto Rico,3.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,1 to 5,No,No,No,No,No,No,No,No,Yes,No,No,Yes,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,Hispanic,1.57,72.12,No,Yes,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,Yes
+No,23.11,Yes,No,No,0.0,0.0,No,Male,30-34,White,No,Yes,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,32.49,,,,,,,Male,Age 50 to 54,,,,,,,,Maryland,14.0,0.0,Within past 5 years (2 years but less than 5 years ago),Yes,9.0,None of them,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.75,99.79,No,No,No,No,"Yes, received tetanus shot but not sure what type",No,No
+,34.96,,,,,,,Male,Age 60 to 64,,,,,,,,Wisconsin,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,"6 or more, but not all",No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,,"White only, Non-Hispanic",1.85,120.2,No,No,Yes,No,"Yes, received tetanus shot but not sure what type",No,No
+No,29.29,No,No,No,0.0,0.0,No,Female,70-74,White,No,Yes,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,25.77,,,,,,,Male,Age 40 to 44,,,,,,,,Michigan,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,Yes,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.83,86.18,Yes,No,Yes,No,"Yes, received Tdap",No,No
+No,26.64,No,No,No,0.0,2.0,No,Female,60-64,White,No,Yes,7.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,32.69,Yes,Yes,No,8.0,30.0,No,Female,40-44,White,No,Yes,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,27.12,No,No,No,5.0,2.0,No,Male,40-44,White,No,Yes,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,,,,,,,,Female,Age 60 to 64,,,,,,,,Florida,15.0,15.0,Within past year (anytime less than 12 months ago),No,3.0,All,No,No,No,No,No,Yes,Yes,No,Yes,No,No,No,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.73,,No,No,Yes,Yes,"Yes, received tetanus shot, but not Tdap",No,No
+,25.96,,,,,,,Female,Age 25 to 29,,,,,,,,Puerto Rico,6.0,0.0,Within past year (anytime less than 12 months ago),No,6.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.65,70.76,Yes,No,No,No,"Yes, received Tdap",No,No
+,35.43,,,,,,,Female,Age 30 to 34,,,,,,,,Nebraska,7.0,2.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,Yes,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.6,90.72,Yes,Yes,Yes,No,"Yes, received Tdap",No,Yes
+No,29.05,No,No,No,0.0,0.0,No,Female,80 or older,White,Yes,No,6.0,No,Yes,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,28.19,,,,,,,Female,Age 30 to 34,,,,,,,,Idaho,7.0,4.0,Within past 5 years (2 years but less than 5 years ago),No,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.7,81.65,No,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+,29.69,,,,,,,Female,Age 75 to 79,,,,,,,,Guam,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,Yes,No,No,Yes,No,No,No,Yes,Yes,"No, pre-diabetes or borderline diabetes",Yes,No,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"Other race only, Non-Hispanic",1.52,68.95,No,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,Yes
+,28.8,,,,,,,Male,Age 55 to 59,,,,,,,,South Carolina,12.0,4.0,Within past year (anytime less than 12 months ago),Yes,6.0,"6 or more, but not all",No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.75,88.45,Yes,No,No,No,"Yes, received tetanus shot, but not Tdap",No,Yes
+No,27.07,No,No,No,0.0,15.0,No,Female,18-24,American Indian/Alaskan Native,No,Yes,4.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,32.45,No,No,No,2.0,2.0,No,Female,45-49,Black,No,Yes,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,31.62,,,,,,,Male,Age 70 to 74,,,,,,,,Ohio,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,No,No,Yes,No,Yes,No,No,No,Yes,No,No,No,No,Yes,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.65,86.18,Yes,No,No,No,"Yes, received tetanus shot but not sure what type",No,Yes
+,26.85,,,,,,,Male,Age 65 to 69,,,,,,,,Pennsylvania,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,Yes,Yes,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.83,89.81,Yes,No,No,Yes,"Yes, received Tdap",No,No
+No,32.89,No,No,No,0.0,0.0,No,Male,55-59,White,Yes,Yes,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,27.41,,,,,,,Female,Age 40 to 44,,,,,,,,North Dakota,6.0,2.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Not at all (right now),No,"White only, Non-Hispanic",1.7,79.38,Yes,No,Yes,No,"Yes, received tetanus shot but not sure what type",No,Yes
+,23.87,,,,,,,Male,Age 55 to 59,,,,,,,,Arizona,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.83,79.83,No,No,No,No,"Yes, received Tdap",No,No
+,27.12,,,,,,,Male,Age 70 to 74,,,,,,,,Alaska,0.0,0.0,Within past 2 years (1 year but less than 2 years ago),Yes,6.0,"6 or more, but not all",No,No,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.83,90.72,Yes,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
+,42.05,,,,,,,Female,Age 65 to 69,,,,,,,,Alaska,0.0,3.0,Within past year (anytime less than 12 months ago),No,8.0,All,No,No,No,No,No,No,Yes,No,Yes,Yes,No,No,Yes,Yes,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.63,111.13,No,No,No,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
+No,27.75,No,No,No,0.0,0.0,No,Male,40-44,Hispanic,No,Yes,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,31.28,,,,,,,Female,Age 80 or older,,,,,,,,Kansas,30.0,5.0,Within past year (anytime less than 12 months ago),Yes,7.0,All,No,Yes,No,No,No,No,No,No,Yes,Yes,Yes,No,No,Yes,No,Yes,Never smoked,Not at all (right now),No,"White only, Non-Hispanic",1.57,77.56,No,Yes,Yes,Yes,"Yes, received Tdap",No,No
+,30.54,,,,,,,Male,Age 60 to 64,,,,,,,,Georgia,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.7,88.45,Yes,No,Yes,No,"Yes, received tetanus shot but not sure what type",No,No
+,,,,,,,,Male,Age 80 or older,,,,,,,,Minnesota,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,Yes,Yes,No,No,No,No,No,No,Yes,Yes,Yes,No,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.78,,Yes,,,,,,
+No,27.37,No,No,No,0.0,12.0,No,Male,30-34,White,No,Yes,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,23.03,No,No,No,3.0,30.0,No,Female,65-69,White,No,Yes,3.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,29.53,,,,,,,Male,Age 65 to 69,,,,,,,,Idaho,14.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.75,90.72,Yes,No,Yes,No,"Yes, received tetanus shot but not sure what type",No,No
+,28.57,,,,,,,Female,Age 45 to 49,,,,,,,,Washington,0.0,0.0,Within past 2 years (1 year but less than 2 years ago),No,8.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.68,80.29,Yes,Yes,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
+,24.11,,,,,,,Male,Age 80 or older,,,,,,,,Arizona,21.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,"6 or more, but not all",No,No,No,No,Yes,No,No,No,No,"No, pre-diabetes or borderline diabetes",No,No,Yes,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.78,76.2,Yes,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,Yes
+No,26.78,Yes,No,No,0.0,0.0,No,Male,65-69,American Indian/Alaskan Native,No,No,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,22.31,No,No,No,30.0,0.0,Yes,Female,55-59,Black,No,Yes,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,33.67,,,,,,,Female,Age 40 to 44,,,,,,,,Maryland,5.0,15.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.7,97.52,Yes,Yes,Yes,No,"Yes, received Tdap",No,Yes
+No,35.51,No,No,No,0.0,0.0,No,Female,18-24,White,No,Yes,5.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,22.83,,,,,,,Female,Age 60 to 64,,,,,,,,Indiana,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,Yes,Yes,Yes,Yes,No,Yes,No,No,No,No,No,No,No,Current smoker - now smokes some days,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.63,60.33,No,Yes,Yes,No,"Yes, received tetanus shot but not sure what type",No,No
+,30.12,,,,,,,Female,Age 65 to 69,,,,,,,,Florida,3.0,0.0,Within past year (anytime less than 12 months ago),Yes,5.0,All,No,No,No,No,No,Yes,No,No,Yes,No,No,No,No,No,No,No,Former smoker,Not at all (right now),Yes,"White only, Non-Hispanic",1.65,82.1,Yes,Yes,Yes,Yes,,No,No
+,,,,,,,,Female,Age 70 to 74,,,,,,,,Connecticut,0.0,0.0,Within past year (anytime less than 12 months ago),No,8.0,1 to 5,No,No,No,No,No,No,No,No,No,No,,,,,,,,,,Hispanic,,,,,,,,,
+,26.63,,,,,,,Female,Age 40 to 44,,,,,,,,Vermont,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.68,74.84,Yes,,No,No,,,
+,30.54,,,,,,,Male,Age 30 to 34,,,,,,,,Maryland,0.0,20.0,Within past year (anytime less than 12 months ago),Yes,5.0,None of them,No,No,No,No,No,No,Yes,No,No,No,No,Yes,Yes,No,No,No,Current smoker - now smokes every day,Not at all (right now),No,Hispanic,1.7,88.45,No,Yes,No,No,"Yes, received tetanus shot, but not Tdap",No,No
+,41.2,,,,,,,Female,Age 50 to 54,,,,,,,,Arkansas,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,1.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.63,108.86,No,Yes,Yes,No,"Yes, received Tdap",No,No
+,38.74,,,,,,,Male,Age 60 to 64,,,,,,,,Hawaii,2.0,0.0,Within past year (anytime less than 12 months ago),No,8.0,1 to 5,No,No,No,No,No,No,No,No,Yes,No,Yes,Yes,Yes,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"Multiracial, Non-Hispanic",1.78,122.47,Yes,No,No,No,"Yes, received tetanus shot but not sure what type",No,Yes
+No,24.39,Yes,No,No,0.0,3.0,No,Male,30-34,White,No,Yes,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,24.63,,,,,,,Female,Age 70 to 74,,,,,,,,Alabama,30.0,0.0,Within past year (anytime less than 12 months ago),No,8.0,None of them,No,No,No,No,No,No,No,No,Yes,No,No,No,No,Yes,No,No,Current smoker - now smokes every day,Never used e-cigarettes in my entire life,Yes,"Black only, Non-Hispanic",1.65,67.13,No,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
+,27.32,,,,,,,Male,Age 65 to 69,,,,,,,,Connecticut,30.0,7.0,Within past year (anytime less than 12 months ago),Yes,5.0,None of them,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.75,83.91,Yes,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,Yes
+,,,,,,,,Female,Age 70 to 74,,,,,,,,Florida,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.57,,Yes,No,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
+,33.23,,,,,,,Female,Age 80 or older,,,,,,,,Indiana,5.0,1.0,Within past 5 years (2 years but less than 5 years ago),Yes,7.0,1 to 5,No,No,Yes,No,No,No,No,No,Yes,Yes,No,No,No,Yes,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.75,102.06,No,No,Yes,No,"Yes, received tetanus shot but not sure what type",No,No
+No,27.46,Yes,No,No,0.0,0.0,Yes,Female,80 or older,White,No,No,5.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,30.68,No,No,No,0.0,2.0,No,Male,45-49,White,No,No,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,24.68,No,No,No,0.0,0.0,No,Male,55-59,White,No,Yes,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,34.46,No,No,No,15.0,0.0,No,Male,50-54,White,No,Yes,9.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,29.05,,,,,,,Female,Age 80 or older,,,,,,,,Tennessee,7.0,2.0,Within past 2 years (1 year but less than 2 years ago),Yes,10.0,None of them,No,No,No,No,No,No,Yes,No,Yes,Yes,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.68,81.65,Yes,,Yes,Yes,"Yes, received Tdap",No,Yes
+,,,,,,,,Male,Age 55 to 59,,,,,,,,Washington,8.0,3.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,,,,,,,,,,"White only, Non-Hispanic",,,,,,,,,
+,29.84,,,,,,,Male,Age 65 to 69,,,,,,,,New York,0.0,2.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,Yes,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.83,99.79,Yes,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
+No,29.47,No,No,No,13.0,0.0,No,Male,45-49,White,No,Yes,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,31.12,,,,,,,Female,Age 60 to 64,,,,,,,,West Virginia,15.0,30.0,Within past year (anytime less than 12 months ago),No,8.0,None of them,No,No,No,Yes,No,No,Yes,No,Yes,Yes,No,No,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.65,84.82,No,No,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+,21.52,,,,,,,Male,Age 80 or older,,,,,,,,New York,0.0,0.0,Within past 2 years (1 year but less than 2 years ago),Yes,8.0,1 to 5,No,,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.78,68.04,Yes,No,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
+,23.4,,,,,,,Female,Age 30 to 34,,,,,,,,Louisiana,0.0,10.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Not at all (right now),No,"White only, Non-Hispanic",1.68,65.77,Yes,Yes,No,Yes,"No, did not receive any tetanus shot in the past 10 years",Yes,No
+,24.24,,,,,,,Male,Age 50 to 54,,,,,,,,Rhode Island,0.0,0.0,Within past 2 years (1 year but less than 2 years ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,Yes,,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,Hispanic,1.5,54.43,No,Yes,No,,,No,Yes
+No,38.26,No,No,No,0.0,0.0,No,Male,35-39,White,No,Yes,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,51.49,Yes,No,No,0.0,0.0,Yes,Female,50-54,White,No,Yes,5.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,,,,,,,,Female,,,,,,,,,Arizona,0.0,0.0,Within past 5 years (2 years but less than 5 years ago),Yes,9.0,None of them,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.78,,Yes,No,Yes,No,"Yes, received Tdap",No,No
+,32.77,,,,,,,Female,Age 45 to 49,,,,,,,,New Mexico,3.0,0.0,Within past year (anytime less than 12 months ago),No,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Current smoker - now smokes every day,Never used e-cigarettes in my entire life,No,Hispanic,1.6,83.91,Yes,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,Tested positive using home test without a health professional
+No,28.19,Yes,No,No,30.0,14.0,Yes,Female,30-34,White,No,No,5.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,25.1,Yes,No,No,0.0,4.0,No,Male,35-39,White,No,Yes,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,22.98,,,,,,,Female,Age 40 to 44,,,,,,,,New Jersey,,0.0,Within past 2 years (1 year but less than 2 years ago),Yes,8.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,,,,Hispanic,1.5,51.71,,,,,,,
+,32.69,,,,,,,Male,Age 70 to 74,,,,,,,,New Jersey,30.0,0.0,Within past year (anytime less than 12 months ago),No,7.0,"6 or more, but not all",Yes,Yes,Yes,No,No,No,No,Yes,No,Yes,No,Yes,Yes,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.73,97.52,Yes,No,No,Yes,"Yes, received tetanus shot but not sure what type",No,Yes
+No,26.3,No,No,No,10.0,0.0,Yes,Female,45-49,White,Yes,No,4.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,26.61,,,,,,,Male,Age 50 to 54,,,,,,,,Virginia,0.0,0.0,5 or more years ago,Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.73,79.38,Yes,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+No,26.89,No,No,No,3.0,0.0,No,Female,65-69,Black,Yes,Yes,9.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,31.47,,,,,,,Female,Age 65 to 69,,,,,,,,Georgia,0.0,15.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.68,88.45,Yes,No,Yes,Yes,"Yes, received Tdap",No,No
+,25.84,,,,,,,Male,Age 70 to 74,,,,,,,,Missouri,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,No,No,No,No,,No,No,No,Yes,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.7,74.84,Yes,No,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",,
+,32.28,,,,,,,Male,Age 55 to 59,,,,,,,,Minnesota,0.0,0.0,Within past 2 years (1 year but less than 2 years ago),Yes,7.0,1 to 5,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.68,90.72,Yes,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+,29.99,,,,,,,Male,Age 50 to 54,,,,,,,,Idaho,0.0,0.0,5 or more years ago,Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.8,97.52,Yes,No,No,No,"Yes, received tetanus shot but not sure what type",No,Yes
+,,,,,,,,Female,Age 65 to 69,,,,,,,,Florida,30.0,30.0,Within past year (anytime less than 12 months ago),No,10.0,None of them,No,No,No,Yes,No,No,No,No,No,No,No,No,,,,,,,,"Black only, Non-Hispanic",,,,,,,,,
+,28.89,,,,,,,Male,Age 70 to 74,,,,,,,,Tennessee,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,"6 or more, but not all",No,No,No,No,No,No,No,No,No,"No, pre-diabetes or borderline diabetes",No,No,No,No,No,No,Former smoker,Not at all (right now),Yes,"White only, Non-Hispanic",1.73,86.18,No,No,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+,39.06,,,,,,,Female,Age 75 to 79,,,,,,,,Washington,0.0,0.0,Within past year (anytime less than 12 months ago),No,6.0,"6 or more, but not all",No,No,Yes,Yes,No,No,No,Yes,Yes,Yes,Yes,No,No,Yes,Yes,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.52,90.72,No,No,Yes,Yes,"Yes, received Tdap",No,No
+,,,,,,,,Male,Age 60 to 64,,,,,,,,Colorado,10.0,5.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,Yes,No,No,No,No,No,No,Yes,No,Yes,No,No,No,No,No,No,Former smoker,Not at all (right now),Yes,"White only, Non-Hispanic",1.8,,No,,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,Yes
+No,24.41,No,No,No,0.0,0.0,No,Male,65-69,White,Yes,Yes,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,25.29,Yes,No,No,0.0,0.0,No,Female,70-74,White,No,Yes,9.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,19.49,,,,,,,Female,Age 65 to 69,,,,,,,,Washington,3.0,0.0,Within past year (anytime less than 12 months ago),No,7.0,All,No,No,No,No,No,Yes,No,No,No,Yes,No,No,No,No,No,No,Current smoker - now smokes some days,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.6,49.9,Yes,,No,Yes,"Yes, received Tdap",No,No
+,26.54,,,,,,,Male,Age 75 to 79,,,,,,,,Texas,3.0,0.0,Within past year (anytime less than 12 months ago),No,7.0,"6 or more, but not all",No,Yes,No,Yes,No,No,No,Yes,Yes,Yes,Yes,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.78,83.91,No,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
+,32.95,,,,,,,Female,Age 50 to 54,,,,,,,,South Dakota,0.0,0.0,Within past year (anytime less than 12 months ago),No,6.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,Hispanic,1.65,89.81,No,Yes,No,No,"Yes, received tetanus shot, but not Tdap",No,No
+,22.86,,,,,,,Female,Age 70 to 74,,,,,,,,Maryland,0.0,1.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,Yes,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.57,56.7,No,No,Yes,Yes,"Yes, received tetanus shot, but not Tdap",No,No
+,30.0,,,,,,,Male,Age 30 to 34,,,,,,,,Montana,15.0,22.0,Within past year (anytime less than 12 months ago),Yes,4.0,None of them,No,No,No,No,No,No,Yes,No,Yes,No,No,No,Yes,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"Other race only, Non-Hispanic",1.91,108.86,No,No,No,No,"Yes, received Tdap",No,No
+No,34.87,No,No,No,1.0,3.0,No,Male,35-39,White,No,Yes,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,35.12,,,,,,,Female,Age 35 to 39,,,,,,,,South Carolina,7.0,30.0,Within past year (anytime less than 12 months ago),Yes,5.0,"6 or more, but not all",No,No,No,No,No,Yes,Yes,No,No,No,No,No,No,No,No,No,Current smoker - now smokes every day,Not at all (right now),Yes,"Black only, Non-Hispanic",1.57,87.09,Yes,,,,,,
+,27.89,,,,,,,Male,Age 45 to 49,,,,,,,,Texas,0.0,0.0,Within past year (anytime less than 12 months ago),No,6.0,None of them,Yes,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,Current smoker - now smokes every day,Not at all (right now),Yes,Hispanic,1.8,90.72,No,No,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,Yes
+No,26.58,No,No,No,0.0,0.0,Yes,Female,50-54,White,No,No,5.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,34.46,,,,,,,Female,Age 45 to 49,,,,,,,,Louisiana,0.0,5.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.7,99.79,Yes,Yes,Yes,No,"Yes, received Tdap",No,No
+,,,,,,,,Female,Age 75 to 79,,,,,,,,New Hampshire,2.0,0.0,Within past year (anytime less than 12 months ago),No,6.0,All,No,Yes,No,No,No,Yes,No,No,Yes,No,,,,,,,,,,"White only, Non-Hispanic",,,,,,,,,
+No,29.23,No,Yes,No,0.0,0.0,No,Female,75-79,White,No,Yes,7.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,23.57,Yes,No,No,0.0,0.0,No,Male,70-74,White,No,Yes,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,27.79,Yes,No,No,6.0,20.0,No,Female,30-34,White,No,No,3.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,24.33,,,,,,,Male,Age 35 to 39,,,,,,,,Massachusetts,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Not at all (right now),No,"White only, Non-Hispanic",1.73,72.57,Yes,No,Yes,No,"Yes, received Tdap",,
+No,22.14,Yes,No,No,0.0,0.0,No,Female,70-74,Asian,No,Yes,6.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,29.05,,,,,,,Female,Age 70 to 74,,,,,,,,Minnesota,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,Yes,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.68,81.65,No,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
+,23.91,,,,,,,Female,Age 60 to 64,,,,,,,,Colorado,0.0,28.0,Within past year (anytime less than 12 months ago),Yes,8.0,"6 or more, but not all",No,No,No,No,No,Yes,No,No,Yes,"No, pre-diabetes or borderline diabetes",No,Yes,Yes,No,No,No,Former smoker,Use them every day,Yes,"White only, Non-Hispanic",1.6,61.23,Yes,Yes,No,No,"Yes, received tetanus shot but not sure what type",No,No
+,32.98,,,,,,,Male,Age 50 to 54,,,,,,,,Kansas,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.85,113.4,No,No,Yes,No,"Yes, received Tdap",No,Yes
+,27.98,,,,,,,Male,Age 75 to 79,,,,,,,,Maine,30.0,30.0,Within past year (anytime less than 12 months ago),No,6.0,None of them,No,Yes,No,No,No,No,No,No,Yes,Yes,No,No,No,Yes,Yes,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.73,83.46,No,No,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
+,21.93,,,,,,,Male,Age 55 to 59,,,,,,,,Hawaii,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Not at all (right now),No,"Other race only, Non-Hispanic",1.7,63.5,No,No,Yes,No,,No,No
+No,23.73,Yes,No,No,0.0,30.0,No,Female,70-74,White,Yes,No,8.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,38.27,Yes,No,No,0.0,0.0,No,Female,55-59,White,No,Yes,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,22.14,No,No,No,0.0,0.0,No,Female,30-34,White,No,Yes,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,24.81,,,,,,,Male,Age 40 to 44,,,,,,,,Tennessee,0.0,30.0,5 or more years ago,Yes,5.0,1 to 5,No,No,No,No,No,No,Yes,No,Yes,No,No,Yes,Yes,No,No,Yes,Current smoker - now smokes every day,Not at all (right now),No,"White only, Non-Hispanic",1.75,76.2,No,Yes,No,Yes,"Yes, received tetanus shot but not sure what type",Yes,Yes
+,36.85,,,,,,,Female,Age 60 to 64,,,,,,,,Minnesota,0.0,30.0,Within past year (anytime less than 12 months ago),No,7.0,None of them,No,No,No,No,No,No,Yes,No,Yes,Yes,Yes,No,No,No,No,No,Current smoker - now smokes every day,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.6,94.35,Yes,No,No,No,"Yes, received tetanus shot but not sure what type",No,Yes
+,27.98,,,,,,,Female,Age 55 to 59,,,,,,,,Colorado,3.0,10.0,5 or more years ago,Yes,6.0,None of them,No,No,No,Yes,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.63,73.94,Yes,Yes,No,No,"Yes, received Tdap",No,No
+,25.82,,,,,,,Female,Age 25 to 29,,,,,,,,California,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"Other race only, Non-Hispanic",1.68,72.57,No,No,Yes,,"No, did not receive any tetanus shot in the past 10 years",No,No
+,32.89,,,,,,,Male,Age 18 to 24,,,,,,,,Connecticut,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,Hispanic,1.7,95.25,No,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+,22.07,,,,,,,Female,Age 60 to 64,,,,,,,,Puerto Rico,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,"6 or more, but not all",No,No,No,Yes,No,No,No,No,Yes,No,No,Yes,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,No,Hispanic,1.52,51.26,No,No,Yes,No,"Yes, received tetanus shot but not sure what type",No,No
+Yes,33.48,No,No,No,0.0,30.0,Yes,Female,70-74,White,No,Yes,8.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,23.91,,,,,,,Female,Age 55 to 59,,,,,,,,Maine,0.0,1.0,Within past 2 years (1 year but less than 2 years ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.6,61.23,No,No,Yes,No,"Yes, received Tdap",No,No
+,26.63,,,,,,,Male,Age 40 to 44,,,,,,,,Missouri,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,5.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.68,74.84,No,Yes,No,No,"Yes, received tetanus shot but not sure what type",No,No
+,28.29,,,,,,,Female,Age 65 to 69,,,,,,,,New Mexico,2.0,2.0,Within past 2 years (1 year but less than 2 years ago),Yes,8.0,None of them,No,No,No,No,Yes,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.65,77.11,Yes,No,Yes,No,"Yes, received tetanus shot but not sure what type",No,No
+,20.37,,,,,,,Female,Age 45 to 49,,,,,,,,Indiana,8.0,30.0,Within past year (anytime less than 12 months ago),No,9.0,1 to 5,No,No,No,Yes,No,No,Yes,No,No,No,No,No,No,No,No,Yes,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.78,64.41,No,Yes,No,No,"Yes, received tetanus shot but not sure what type",No,Yes
+,28.35,,,,,,,Female,Age 18 to 24,,,,,,,,California,0.0,0.0,Within past 2 years (1 year but less than 2 years ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"Black only, Non-Hispanic",1.57,70.31,Yes,No,Yes,,,No,Yes
+No,29.12,No,No,No,0.0,0.0,No,Female,55-59,Black,No,Yes,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,30.54,No,No,No,0.0,0.0,No,Male,35-39,Hispanic,No,No,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,18.64,,,,,,,Female,Age 60 to 64,,,,,,,,New York,0.0,1.0,Within past year (anytime less than 12 months ago),Yes,9.0,None of them,No,No,No,No,No,No,Yes,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.65,50.8,No,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+,27.44,,,,,,,Female,Age 65 to 69,,,,,,,,Florida,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,9.0,None of them,No,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.68,77.11,Yes,Yes,Yes,Yes,"Yes, received Tdap",No,No
+,29.12,,,,,,,Female,Age 40 to 44,,,,,,,,North Carolina,0.0,0.0,Within past year (anytime less than 12 months ago),No,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"Other race only, Non-Hispanic",1.65,79.38,Yes,Yes,No,No,"Yes, received tetanus shot but not sure what type",No,Yes
+,25.68,,,,,,,Male,Age 65 to 69,,,,,,,,West Virginia,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,Yes,No,No,Yes,No,No,No,No,No,No,No,Current smoker - now smokes every day,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.88,90.72,No,No,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
+,21.95,,,,,,,Female,Age 70 to 74,,,,,,,,Florida,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,12.0,1 to 5,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.57,54.43,Yes,No,No,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
+,22.43,,,,,,,Male,Age 55 to 59,,,,,,,,Puerto Rico,4.0,5.0,Within past year (anytime less than 12 months ago),No,4.0,None of them,No,No,No,No,No,No,Yes,No,No,Yes,Yes,No,Yes,Yes,Yes,No,Current smoker - now smokes every day,Never used e-cigarettes in my entire life,Yes,Hispanic,1.85,77.11,Yes,Yes,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+,33.28,,,,,,,Male,Age 40 to 44,,,,,,,,South Carolina,5.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,Yes,No,No,Yes,No,No,No,No,No,No,No,No,No,Former smoker,Not at all (right now),No,Hispanic,1.65,90.72,No,Yes,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,Yes
+,32.93,,,,,,,Female,Age 60 to 64,,,,,,,,Washington,30.0,0.0,Within past year (anytime less than 12 months ago),Yes,9.0,1 to 5,No,No,No,No,No,Yes,No,No,Yes,No,No,No,No,Yes,No,No,Former smoker,Not at all (right now),Yes,"White only, Non-Hispanic",1.68,92.53,Yes,No,Yes,Yes,"Yes, received Tdap",No,Yes
+,26.58,,,,,,,Female,Age 45 to 49,,,,,,,,Hawaii,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.75,81.65,Yes,No,Yes,No,"Yes, received tetanus shot but not sure what type",No,No
+No,25.8,No,No,No,0.0,0.0,No,Male,30-34,White,No,No,5.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,33.66,,,,,,,Female,Age 70 to 74,,,,,,,,Georgia,0.0,8.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,No,No,No,No,No,No,Yes,No,Yes,"No, pre-diabetes or borderline diabetes",Yes,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.6,86.18,Yes,No,Yes,Yes,"Yes, received Tdap",No,Yes
+,34.26,,,,,,,Male,Age 45 to 49,,,,,,,,Puerto Rico,0.0,0.0,Within past year (anytime less than 12 months ago),No,7.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,Yes,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,Hispanic,1.75,105.23,No,No,No,No,"Yes, received tetanus shot but not sure what type",No,Yes
+,31.75,,,,,,,Female,Age 45 to 49,,,,,,,,Indiana,2.0,2.0,Within past year (anytime less than 12 months ago),Yes,7.0,,No,No,No,Yes,No,No,Yes,No,Yes,No,No,No,Yes,No,No,No,Current smoker - now smokes every day,Use them some days,No,"White only, Non-Hispanic",1.63,83.91,Yes,Yes,Yes,No,"Yes, received Tdap",No,Yes
+,,,,,,,,Female,Age 35 to 39,,,,,,,,Vermont,0.0,10.0,Within past year (anytime less than 12 months ago),No,7.0,None of them,No,No,No,Yes,No,No,Yes,No,Yes,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,,"White only, Non-Hispanic",1.63,,Yes,Yes,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
+,,,,,,,,Male,Age 35 to 39,,,,,,,,Washington,5.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,Hispanic,,83.01,Yes,No,No,,"No, did not receive any tetanus shot in the past 10 years",No,No
+No,28.29,No,No,No,0.0,0.0,No,Female,80 or older,Black,No,No,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,23.49,,,,,,,Male,Age 35 to 39,,,,,,,,Iowa,1.0,0.0,Within past 2 years (1 year but less than 2 years ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Not at all (right now),No,"White only, Non-Hispanic",1.7,68.04,Yes,,No,No,"Yes, received Tdap",No,No
+No,26.63,Yes,No,No,0.0,0.0,No,Male,50-54,White,No,Yes,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,23.03,,,,,,,Female,Age 35 to 39,,,,,,,,New Jersey,30.0,30.0,Within past year (anytime less than 12 months ago),Yes,6.0,"6 or more, but not all",No,No,No,No,No,No,Yes,No,Yes,Yes,No,No,Yes,No,No,No,Former smoker,Not at all (right now),Yes,"White only, Non-Hispanic",1.6,58.97,Yes,Yes,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",Yes,Yes
+No,31.89,No,No,No,5.0,0.0,Yes,Female,70-74,White,No,Yes,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,25.1,,,,,,,Female,Age 55 to 59,,,,,,,,Michigan,2.0,5.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.8,81.65,Yes,Yes,Yes,No,"Yes, received tetanus shot, but not Tdap",No,No
+,30.0,,,,,,,Male,Age 70 to 74,,,,,,,,Florida,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,"6 or more, but not all",No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.91,108.86,Yes,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
+No,24.89,Yes,No,No,0.0,0.0,Yes,Female,80 or older,White,No,Yes,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,29.95,No,No,No,0.0,0.0,Yes,Female,55-59,White,Yes,Yes,8.0,Yes,Yes,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,32.98,No,No,No,0.0,0.0,No,Male,55-59,White,No,Yes,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+Yes,36.58,Yes,No,No,0.0,0.0,No,Female,70-74,Other,Yes,Yes,8.0,No,No,Yes,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,25.39,,,,,,,Female,Age 35 to 39,,,,,,,,New Hampshire,15.0,30.0,Within past 5 years (2 years but less than 5 years ago),Yes,4.0,None of them,No,Yes,Yes,Yes,No,No,Yes,No,Yes,No,No,No,Yes,No,No,Yes,Current smoker - now smokes every day,Not at all (right now),Yes,"White only, Non-Hispanic",1.52,58.97,Yes,Yes,No,Yes,"Yes, received tetanus shot but not sure what type",No,Yes
+No,21.91,Yes,No,No,0.0,0.0,No,Male,35-39,White,No,Yes,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,28.29,,,,,,,Female,Age 40 to 44,,,,,,,,Georgia,0.0,30.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Current smoker - now smokes every day,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.65,77.11,Yes,No,No,No,"Yes, received Tdap",No,No
+,21.77,,,,,,,Male,Age 50 to 54,,,,,,,,Colorado,30.0,0.0,,Yes,8.0,All,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Current smoker - now smokes every day,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.85,74.84,Yes,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+,23.03,,,,,,,Female,Age 80 or older,,,,,,,,Kansas,0.0,0.0,Within past 2 years (1 year but less than 2 years ago),Yes,,All,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,,"White only, Non-Hispanic",1.6,58.97,No,No,No,No,,No,No
+,,,,,,,,Female,Age 35 to 39,,,,,,,,Washington,3.0,20.0,Within past year (anytime less than 12 months ago),Yes,7.0,1 to 5,No,No,No,Yes,No,No,Yes,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.75,,No,No,No,No,"Yes, received tetanus shot but not sure what type",No,Yes
+,,,,,,,,Female,Age 70 to 74,,,,,,,,New Jersey,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,"6 or more, but not all",Yes,Yes,No,No,Yes,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.6,,No,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,Tested positive using home test without a health professional
+,27.1,,,,,,,Female,Age 50 to 54,,,,,,,,Wisconsin,30.0,25.0,Within past year (anytime less than 12 months ago),Yes,7.0,1 to 5,No,No,No,No,No,No,Yes,No,No,Yes,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.6,69.4,No,No,No,No,"Yes, received tetanus shot but not sure what type",No,Yes
+No,31.87,Yes,No,No,0.0,0.0,Yes,Male,65-69,White,No,No,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,18.75,No,No,No,0.0,0.0,No,Female,40-44,White,No,Yes,8.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,25.1,Yes,No,No,0.0,0.0,No,Male,25-29,Other,No,Yes,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,23.49,,,,,,,Male,Age 30 to 34,,,,,,,,New York,3.0,20.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,No,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,Never smoked,Not at all (right now),Yes,"White only, Non-Hispanic",1.7,68.04,Yes,Yes,No,Yes,"Yes, received Tdap",No,No
+,29.84,,,,,,,Male,Age 40 to 44,,,,,,,,Ohio,0.0,0.0,5 or more years ago,Yes,7.0,"6 or more, but not all",No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"Multiracial, Non-Hispanic",1.83,99.79,No,Yes,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+No,22.31,No,No,No,1.0,0.0,No,Female,60-64,White,No,Yes,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,39.44,,,,,,,Female,Age 65 to 69,,,,,,,,Kansas,0.0,0.0,Within past year (anytime less than 12 months ago),No,7.0,1 to 5,No,No,No,No,No,Yes,No,No,No,Yes,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.65,107.5,No,No,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
+,21.47,,,,,,,Female,Age 55 to 59,,,,,,,,Florida,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,Yes,No,No,Yes,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.65,58.51,Yes,No,Yes,Yes,"Yes, received tetanus shot, but not Tdap",No,No
+,,,,,,,,Female,Age 80 or older,,,,,,,,Washington,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,"6 or more, but not all",No,No,No,No,No,No,No,No,Yes,No,No,No,No,Yes,No,Yes,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.63,,No,No,No,No,,No,No
+,37.43,,,,,,,Male,Age 70 to 74,,,,,,,,Hawaii,0.0,0.0,Within past 5 years (2 years but less than 5 years ago),Yes,8.0,"6 or more, but not all",No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"Other race only, Non-Hispanic",1.7,108.41,No,No,Yes,Yes,"Yes, received Tdap",No,No
+,30.68,,,,,,,Male,Age 40 to 44,,,,,,,,South Dakota,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,Yes,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,Current smoker - now smokes every day,Use them some days,No,"White only, Non-Hispanic",1.8,99.79,Yes,No,Yes,No,"Yes, received tetanus shot but not sure what type",No,No
+,34.33,,,,,,,Female,Age 65 to 69,,,,,,,,South Carolina,20.0,10.0,Within past year (anytime less than 12 months ago),Yes,9.0,None of them,No,No,No,No,No,No,No,No,Yes,No,No,No,No,Yes,No,No,Never smoked,Not at all (right now),Yes,"White only, Non-Hispanic",1.63,90.72,Yes,No,Yes,Yes,"Yes, received Tdap",No,No
+No,23.17,No,No,No,0.0,0.0,No,Female,65-69,White,No,Yes,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
diff --git a/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_003/history.csv b/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_003/history.csv
index 633149c240b74e40fd1347fa195dbe8d0b20a37a..16502782a1b650cfe52b12e0744a5949c1111777 100644
--- a/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_003/history.csv
+++ b/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_003/history.csv
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:2a73e4970eb07c1b0cdfb4e76517cd2562c9fc1b48b8242e30f14b1d727f6a33
-size 271616341
+oid sha256:93a5fa806551d9edca11cbec8aa5ba901f7535aff40bcc7f8c920ad42f5f81e2
+size 270594961
diff --git a/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_003/info.json b/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_003/info.json
index 53272e3074451c673817a05ef4da5ee438d07863..c876b7e9aa18ec2175d72a1a6b59bf487c77e98c 100644
--- a/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_003/info.json
+++ b/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_003/info.json
@@ -1,401 +1,393 @@
-{
-    "name": "Indicators of Heart Disease (2022 UPDATE)",
-    "source": "https://www.kaggle.com/datasets/kamilpytlak/personal-key-indicators-of-heart-disease/data",
-    "data_intro": "The dataset originally comes from the CDC and is a major part of the Behavioral Risk Factor Surveillance System (BRFSS), which conducts annual telephone surveys to collect data on the health status of U.S. residents. As described by the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm): \"Established in 1984 with 15 states, BRFSS now collects data in all 50 states, the District of Columbia, and three U.S. territories. BRFSS completes more than 400,000 adult interviews each year, making it the largest continuously conducted health survey system in the world. The most recent dataset includes data from 2023. In this dataset, I noticed many factors (questions) that directly or indirectly influence heart disease, so I decided to select the most relevant variables from it. I also decided to share with you two versions of the most recent dataset: with NaNs and without it.",
-    "is_splited": false,
-    "overall_size": 1010949,
-    "train_size": 0,
-    "test_size": 0,
-    "c_classes": 46,
-    "n_classes": 9,
-    "cat_feature_intro": {
-        "HeartDisease": "The dataset originally comes from the CDC and is a major part of the Behavioral Risk Factor Surveillance System (BRFSS), which conducts annual telephone surveys to collect data on the health status of U.S. residents. As described by the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm): \"Established in 1984 with 15 states, BRFSS now collects data in all 50 states, the District of Columbia, and three U.S. territories. BRFSS completes more than 400,000 adult interviews each year, making it the largest continuously conducted health survey system in the world. The most recent dataset includes data from 2023. In this dataset, I noticed many factors (questions) that directly or indirectly influence heart disease, so I decided to select the most relevant variables from it. I also decided to share with you two versions of the most recent dataset: with NaNs and without it.",
-        "Smoking": "According to the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm), heart disease is a leading cause of death for people of most races in the U.S. (African Americans, American Indians and Alaska Natives, and whites). About half of all Americans (47%) have at least 1 of 3 major risk factors for heart disease: high blood pressure, high cholesterol, and smoking. Other key indicators include diabetes status, obesity (high BMI), not getting enough physical activity, or drinking too much alcohol. Identifying and preventing the factors that have the greatest impact on heart disease is very important in healthcare. In turn, developments in computing allow the application of machine learning methods to detect \"patterns\" in the data that can predict a patient's condition.",
-        "AlcoholDrinking": "According to the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm), excessive alcohol consumption can lead to high blood pressure, heart failure, and even stroke. It is important to monitor and manage alcohol intake to reduce the risk of heart disease.",
-        "Stroke": "A stroke is a medical emergency that occurs when the blood supply to part of the brain is interrupted or reduced, preventing brain tissue from getting oxygen and nutrients. This can lead to serious health complications, including heart disease.",
-        "DiffWalking": "Difficulty walking can be a sign of underlying health issues, including heart disease. It is important to address mobility issues to improve overall health and reduce the risk of heart-related complications.",
-        "Sex": "Sex is a biological factor that can influence the risk of heart disease. Men and women may experience different symptoms and risk factors for heart disease.",
-        "AgeCategory": "Age is a significant risk factor for heart disease. As people age, their risk of developing heart disease increases. It is important to monitor heart health as individuals get older.",
-        "Race": "According to the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm), heart disease is a leading cause of death for people of most races in the U.S. (African Americans, American Indians and Alaska Natives, and whites). About half of all Americans (47%) have at least 1 of 3 major risk factors for heart disease: high blood pressure, high cholesterol, and smoking. Other key indicators include diabetes status, obesity (high BMI), not getting enough physical activity, or drinking too much alcohol. Identifying and preventing the factors that have the greatest impact on heart disease is very important in healthcare. In turn, developments in computing allow the application of machine learning methods to detect \"patterns\" in the data that can predict a patient's condition.",
-        "Diabetic": "Diabetes is a major risk factor for heart disease. High blood sugar levels can damage blood vessels and nerves that control the heart, leading to an increased risk of heart disease.",
-        "PhysicalActivity": "Regular physical activity is important for maintaining heart health. It can help reduce the risk of heart disease by improving blood pressure, cholesterol levels, and overall cardiovascular fitness.",
-        "GenHealth": "General health status can influence the risk of heart disease. It is important to maintain overall health and address any underlying health issues to reduce the risk of heart-related complications.",
-        "Asthma": "Asthma is a chronic respiratory condition that can affect heart health. It is important to manage asthma symptoms to reduce the risk of heart disease.",
-        "KidneyDisease": "Kidney disease can increase the risk of heart disease. It is important to monitor and manage kidney health to reduce the risk of heart-related complications.",
-        "SkinCancer": "Skin cancer is a type of cancer that can affect overall health. It is important to address and treat skin cancer to maintain overall health and reduce the risk of heart disease.",
-        "State": "The dataset originally comes from the CDC and is a major part of the Behavioral Risk Factor Surveillance System (BRFSS), which conducts annual telephone surveys to collect data on the health status of U.S. residents. As described by the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm): \"Established in 1984 with 15 states, BRFSS now collects data in all 50 states, the District of Columbia, and three U.S. territories. BRFSS completes more than 400,000 adult interviews each year, making it the largest continuously conducted health survey system in the world. The most recent dataset includes data from 2023. In this dataset, I noticed many factors (questions) that directly or indirectly influence heart disease, so I decided to select the most relevant variables from it. I also decided to share with you two versions of the most recent dataset: with NaNs and without it.",
-        "GeneralHealth": "General health status can influence the risk of heart disease. It is important to maintain overall health and address any underlying health issues to reduce the risk of heart-related complications.",
-        "LastCheckupTime": "The time since the last medical checkup can be an important factor in heart health. Regular checkups can help identify and address risk factors for heart disease early.",
-        "PhysicalActivities": "Engaging in regular physical activities is important for maintaining heart health. It can help reduce the risk of heart disease by improving blood pressure, cholesterol levels, and overall cardiovascular fitness.",
-        "RemovedTeeth": "The number of removed teeth can be an indicator of overall health, including heart health. Poor oral health has been linked to an increased risk of heart disease.",
-        "HadHeartAttack": "As described above, the original dataset of nearly 300 variables was reduced to 40 variables. In addition to classical EDA, this dataset can be used to apply a number of machine learning methods, especially classifier models (logistic regression, SVM, random forest, etc.). You should treat the variable \"HadHeartAttack\" as binary (\"Yes\" - respondent had heart disease; \"No\" - respondent did not have heart disease). Note, however, that the classes are unbalanced, so the classic approach of applying a model is not advisable. Fixing the weights/undersampling should yield much better results. Based on the data set, I built a logistic regression model and embedded it in an application that might inspire you: https://share.streamlit.io/kamilpytlak/heart-condition-checker/main/app.py. Can you indicate which variables have a significant effect on the likelihood of heart disease?",
-        "HadAngina": "Angina is a type of chest pain caused by reduced blood flow to the heart. It is a symptom of coronary artery disease and can indicate an increased risk of heart disease.",
-        "HadStroke": "A stroke is a medical emergency that occurs when the blood supply to part of the brain is interrupted or reduced, preventing brain tissue from getting oxygen and nutrients. This can lead to serious health complications, including heart disease.",
-        "HadAsthma": "Asthma is a chronic respiratory condition that can affect heart health. It is important to manage asthma symptoms to reduce the risk of heart disease.",
-        "HadSkinCancer": "Skin cancer is a type of cancer that can affect overall health. It is important to address and treat skin cancer to maintain overall health and reduce the risk of heart disease.",
-        "HadCOPD": "Chronic obstructive pulmonary disease (COPD) is a chronic inflammatory lung disease that causes obstructed airflow from the lungs. It can increase the risk of heart disease.",
-        "HadDepressiveDisorder": "Depressive disorders can affect overall health and increase the risk of heart disease. It is important to address and manage mental health to reduce the risk of heart-related complications.",
-        "HadKidneyDisease": "Kidney disease can increase the risk of heart disease. It is important to monitor and manage kidney health to reduce the risk of heart-related complications.",
-        "HadArthritis": "Arthritis is a condition that causes inflammation of the joints. It can affect overall health and increase the risk of heart disease.",
-        "HadDiabetes": "Diabetes is a major risk factor for heart disease. High blood sugar levels can damage blood vessels and nerves that control the heart, leading to an increased risk of heart disease.",
-        "DeafOrHardOfHearing": "Hearing loss can affect overall health and quality of life. It is important to address and manage hearing issues to maintain overall health and reduce the risk of heart disease.",
-        "BlindOrVisionDifficulty": "Vision difficulties can affect overall health and quality of life. It is important to address and manage vision issues to maintain overall health and reduce the risk of heart disease.",
-        "DifficultyConcentrating": "Difficulty concentrating can be a sign of underlying health issues, including heart disease. It is important to address cognitive issues to improve overall health and reduce the risk of heart-related complications.",
-        "DifficultyWalking": "Difficulty walking can be a sign of underlying health issues, including heart disease. It is important to address mobility issues to improve overall health and reduce the risk of heart-related complications.",
-        "DifficultyDressingBathing": "Difficulty with daily activities such as dressing and bathing can be a sign of underlying health issues, including heart disease. It is important to address these issues to improve overall health and reduce the risk of heart-related complications.",
-        "DifficultyErrands": "Difficulty running errands can be a sign of underlying health issues, including heart disease. It is important to address these issues to improve overall health and reduce the risk of heart-related complications.",
-        "SmokerStatus": "Smoking is a major risk factor for heart disease. It is important to address and manage smoking habits to reduce the risk of heart-related complications.",
-        "ECigaretteUsage": "E-cigarette usage can affect heart health. It is important to monitor and manage e-cigarette usage to reduce the risk of heart disease.",
-        "ChestScan": "Chest scans can help identify underlying health issues, including heart disease. It is important to monitor and address any abnormalities found in chest scans to maintain overall health.",
-        "RaceEthnicityCategory": "Race and ethnicity can influence the risk of heart disease. It is important to consider these factors when assessing and managing heart health.",
-        "AlcoholDrinkers": "According to the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm), excessive alcohol consumption can lead to high blood pressure, heart failure, and even stroke. It is important to monitor and manage alcohol intake to reduce the risk of heart disease.",
-        "HIVTesting": "HIV testing is important for overall health. It is important to address and manage HIV status to reduce the risk of heart-related complications.",
-        "FluVaxLast12": "Receiving a flu vaccine in the last 12 months can help reduce the risk of respiratory infections, which can affect heart health. It is important to stay up-to-date with vaccinations to maintain overall health.",
-        "PneumoVaxEver": "Receiving a pneumococcal vaccine can help reduce the risk of respiratory infections, which can affect heart health. It is important to stay up-to-date with vaccinations to maintain overall health.",
-        "TetanusLast10Tdap": "Receiving a tetanus vaccine in the last 10 years can help reduce the risk of infections, which can affect heart health. It is important to stay up-to-date with vaccinations to maintain overall health.",
-        "HighRiskLastYear": "Being at high risk for health issues in the last year can affect overall health and increase the risk of heart disease. It is important to address and manage high-risk factors to reduce the risk of heart-related complications.",
-        "CovidPos": "Testing positive for COVID-19 can affect overall health and increase the risk of heart disease. It is important to monitor and manage COVID-19 symptoms to reduce the risk of heart-related complications."
-    },
-    "num_feature_intro": {
-        "BMI": "According to the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm), heart disease is a leading cause of death for people of most races in the U.S. (African Americans, American Indians and Alaska Natives, and whites). About half of all Americans (47%) have at least 1 of 3 major risk factors for heart disease: high blood pressure, high cholesterol, and smoking. Other key indicators include diabetes status, obesity (high BMI), not getting enough physical activity, or drinking too much alcohol. Identifying and preventing the factors that have the greatest impact on heart disease is very important in healthcare. In turn, developments in computing allow the application of machine learning methods to detect \"patterns\" in the data that can predict a patient's condition.",
-        "PhysicalHealth": "Physical health is an important factor in overall well-being and can influence the risk of heart disease. It is important to maintain good physical health to reduce the risk of heart-related complications.",
-        "MentalHealth": "Mental health is an important factor in overall well-being and can influence the risk of heart disease. It is important to address and manage mental health to reduce the risk of heart-related complications.",
-        "SleepTime": "Sleep time is an important factor in overall health. Poor sleep can affect heart health and increase the risk of heart disease. It is important to maintain good sleep habits to reduce the risk of heart-related complications.",
-        "PhysicalHealthDays": "The number of days with good physical health can be an indicator of overall well-being. It is important to maintain good physical health to reduce the risk of heart-related complications.",
-        "MentalHealthDays": "The number of days with good mental health can be an indicator of overall well-being. It is important to address and manage mental health to reduce the risk of heart-related complications.",
-        "SleepHours": "The number of hours of sleep can affect overall health. Poor sleep can affect heart health and increase the risk of heart disease. It is important to maintain good sleep habits to reduce the risk of heart-related complications.",
-        "HeightInMeters": "Height can be an indicator of overall health. It is important to monitor and maintain a healthy height-to-weight ratio to reduce the risk of heart disease.",
-        "WeightInKilograms": "Weight can be an indicator of overall health. It is important to maintain a healthy weight to reduce the risk of heart disease."
-    },
-    "evaluation_metric": "The evaluation metric for this dataset can include accuracy, precision, recall, F1-score, and AUC-ROC. These metrics can help assess the performance of machine learning models in predicting heart disease.",
-    "task_type": "classification",
-    "target": "GeneralHealth",
-    "num_feature_value": {
-        "BMI": [
-            12.02,
-            99.64
-        ],
-        "HeightInMeters": [
-            0.91,
-            2.41
-        ],
-        "MentalHealth": [
-            0.0,
-            30.0
-        ],
-        "MentalHealthDays": [
-            0.0,
-            30.0
-        ],
-        "PhysicalHealth": [
-            0.0,
-            30.0
-        ],
-        "PhysicalHealthDays": [
-            0.0,
-            30.0
-        ],
-        "SleepHours": [
-            1.0,
-            24.0
-        ],
-        "SleepTime": [
-            1.0,
-            24.0
-        ],
-        "WeightInKilograms": [
-            22.68,
-            292.57
-        ]
-    },
-    "cat_feature_value": {
-        "AgeCategory": [
-            "18-24",
-            "25-29",
-            "30-34",
-            "35-39",
-            "40-44",
-            "45-49",
-            "50-54",
-            "55-59",
-            "60-64",
-            "65-69",
-            "70-74",
-            "75-79",
-            "80 or older",
-            "Age 18 to 24",
-            "Age 25 to 29",
-            "Age 30 to 34",
-            "Age 35 to 39",
-            "Age 40 to 44",
-            "Age 45 to 49",
-            "Age 50 to 54",
-            "Age 55 to 59",
-            "Age 60 to 64",
-            "Age 65 to 69",
-            "Age 70 to 74",
-            "Age 75 to 79",
-            "Age 80 or older"
-        ],
-        "AlcoholDrinkers": [
-            "No",
-            "Yes"
-        ],
-        "AlcoholDrinking": [
-            "No",
-            "Yes"
-        ],
-        "Asthma": [
-            "No",
-            "Yes"
-        ],
-        "BlindOrVisionDifficulty": [
-            "No",
-            "Yes"
-        ],
-        "ChestScan": [
-            "No",
-            "Yes"
-        ],
-        "CovidPos": [
-            "No",
-            "Tested positive using home test without a health professional",
-            "Yes"
-        ],
-        "DeafOrHardOfHearing": [
-            "No",
-            "Yes"
-        ],
-        "Diabetic": [
-            "No",
-            "No, borderline diabetes",
-            "Yes",
-            "Yes (during pregnancy)"
-        ],
-        "DiffWalking": [
-            "No",
-            "Yes"
-        ],
-        "DifficultyConcentrating": [
-            "No",
-            "Yes"
-        ],
-        "DifficultyDressingBathing": [
-            "No",
-            "Yes"
-        ],
-        "DifficultyErrands": [
-            "No",
-            "Yes"
-        ],
-        "DifficultyWalking": [
-            "No",
-            "Yes"
-        ],
-        "ECigaretteUsage": [
-            "Never used e-cigarettes in my entire life",
-            "Not at all (right now)",
-            "Use them every day",
-            "Use them some days"
-        ],
-        "FluVaxLast12": [
-            "No",
-            "Yes"
-        ],
-        "GenHealth": [
-            "Excellent",
-            "Fair",
-            "Good",
-            "Poor",
-            "Very good"
-        ],
-        "GeneralHealth": [
-            "Excellent",
-            "Fair",
-            "Good",
-            "Poor",
-            "Very good"
-        ],
-        "HIVTesting": [
-            "No",
-            "Yes"
-        ],
-        "HadAngina": [
-            "No",
-            "Yes"
-        ],
-        "HadArthritis": [
-            "No",
-            "Yes"
-        ],
-        "HadAsthma": [
-            "No",
-            "Yes"
-        ],
-        "HadCOPD": [
-            "No",
-            "Yes"
-        ],
-        "HadDepressiveDisorder": [
-            "No",
-            "Yes"
-        ],
-        "HadDiabetes": [
-            "No",
-            "No, pre-diabetes or borderline diabetes",
-            "Yes",
-            "Yes, but only during pregnancy (female)"
-        ],
-        "HadHeartAttack": [
-            "No",
-            "Yes"
-        ],
-        "HadKidneyDisease": [
-            "No",
-            "Yes"
-        ],
-        "HadSkinCancer": [
-            "No",
-            "Yes"
-        ],
-        "HadStroke": [
-            "No",
-            "Yes"
-        ],
-        "HeartDisease": [
-            "No",
-            "Yes"
-        ],
-        "HighRiskLastYear": [
-            "No",
-            "Yes"
-        ],
-        "KidneyDisease": [
-            "No",
-            "Yes"
-        ],
-        "LastCheckupTime": [
-            "5 or more years ago",
-            "Within past 2 years (1 year but less than 2 years ago)",
-            "Within past 5 years (2 years but less than 5 years ago)",
-            "Within past year (anytime less than 12 months ago)"
-        ],
-        "PhysicalActivities": [
-            "No",
-            "Yes"
-        ],
-        "PhysicalActivity": [
-            "No",
-            "Yes"
-        ],
-        "PneumoVaxEver": [
-            "No",
-            "Yes"
-        ],
-        "Race": [
-            "American Indian/Alaskan Native",
-            "Asian",
-            "Black",
-            "Hispanic",
-            "Other",
-            "White"
-        ],
-        "RaceEthnicityCategory": [
-            "Black only, Non-Hispanic",
-            "Hispanic",
-            "Multiracial, Non-Hispanic",
-            "Other race only, Non-Hispanic",
-            "White only, Non-Hispanic"
-        ],
-        "RemovedTeeth": [
-            "1 to 5",
-            "6 or more, but not all",
-            "All",
-            "None of them"
-        ],
-        "Sex": [
-            "Female",
-            "Male"
-        ],
-        "SkinCancer": [
-            "No",
-            "Yes"
-        ],
-        "SmokerStatus": [
-            "Current smoker - now smokes every day",
-            "Current smoker - now smokes some days",
-            "Former smoker",
-            "Never smoked"
-        ],
-        "Smoking": [
-            "No",
-            "Yes"
-        ],
-        "State": [
-            "Alabama",
-            "Alaska",
-            "Arizona",
-            "Arkansas",
-            "California",
-            "Colorado",
-            "Connecticut",
-            "Delaware",
-            "District of Columbia",
-            "Florida",
-            "Georgia",
-            "Guam",
-            "Hawaii",
-            "Idaho",
-            "Illinois",
-            "Indiana",
-            "Iowa",
-            "Kansas",
-            "Kentucky",
-            "Louisiana",
-            "Maine",
-            "Maryland",
-            "Massachusetts",
-            "Michigan",
-            "Minnesota",
-            "Mississippi",
-            "Missouri",
-            "Montana",
-            "Nebraska",
-            "Nevada",
-            "New Hampshire",
-            "New Jersey",
-            "New Mexico",
-            "New York",
-            "North Carolina",
-            "North Dakota",
-            "Ohio",
-            "Oklahoma",
-            "Oregon",
-            "Pennsylvania",
-            "Puerto Rico",
-            "Rhode Island",
-            "South Carolina",
-            "South Dakota",
-            "Tennessee",
-            "Texas",
-            "Utah",
-            "Vermont",
-            "Virgin Islands",
-            "Virginia",
-            "Washington",
-            "West Virginia",
-            "Wisconsin",
-            "Wyoming"
-        ],
-        "Stroke": [
-            "No",
-            "Yes"
-        ],
-        "TetanusLast10Tdap": [
-            "No, did not receive any tetanus shot in the past 10 years",
-            "Yes, received Tdap",
-            "Yes, received tetanus shot but not sure what type",
-            "Yes, received tetanus shot, but not Tdap"
-        ]
-    }
-}
\ No newline at end of file
+{
+  "name": "Indicators of Heart Disease (2022 UPDATE)",
+  "source": "https://www.kaggle.com/datasets/kamilpytlak/personal-key-indicators-of-heart-disease/data",
+  "data_intro": "The dataset originally comes from the CDC and is a major part of the Behavioral Risk Factor Surveillance System (BRFSS), which conducts annual telephone surveys to collect data on the health status of U.S. residents. As described by the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm): \"Established in 1984 with 15 states, BRFSS now collects data in all 50 states, the District of Columbia, and three U.S. territories. BRFSS completes more than 400,000 adult interviews each year, making it the largest continuously conducted health survey system in the world. The most recent dataset includes data from 2023. In this dataset, I noticed many factors (questions) that directly or indirectly influence heart disease, so I decided to select the most relevant variables from it. I also decided to share with you two versions of the most recent dataset: with NaNs and without it.",
+  "is_splited": false,
+  "overall_size": 1010949,
+  "train_size": 0,
+  "test_size": 0,
+  "c_classes": 45,
+  "n_classes": 9,
+  "cat_feature_intro": {
+    "HeartDisease": "The dataset originally comes from the CDC and is a major part of the Behavioral Risk Factor Surveillance System (BRFSS), which conducts annual telephone surveys to collect data on the health status of U.S. residents. As described by the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm): \"Established in 1984 with 15 states, BRFSS now collects data in all 50 states, the District of Columbia, and three U.S. territories. BRFSS completes more than 400,000 adult interviews each year, making it the largest continuously conducted health survey system in the world. The most recent dataset includes data from 2023. In this dataset, I noticed many factors (questions) that directly or indirectly influence heart disease, so I decided to select the most relevant variables from it. I also decided to share with you two versions of the most recent dataset: with NaNs and without it.",
+    "Smoking": "According to the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm), heart disease is a leading cause of death for people of most races in the U.S. (African Americans, American Indians and Alaska Natives, and whites). About half of all Americans (47%) have at least 1 of 3 major risk factors for heart disease: high blood pressure, high cholesterol, and smoking. Other key indicators include diabetes status, obesity (high BMI), not getting enough physical activity, or drinking too much alcohol. Identifying and preventing the factors that have the greatest impact on heart disease is very important in healthcare. In turn, developments in computing allow the application of machine learning methods to detect \"patterns\" in the data that can predict a patient's condition.",
+    "AlcoholDrinking": "According to the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm), excessive alcohol consumption can lead to high blood pressure, heart failure, and even stroke. It is important to monitor and manage alcohol intake to reduce the risk of heart disease.",
+    "Stroke": "A stroke is a medical emergency that occurs when the blood supply to part of the brain is interrupted or reduced, preventing brain tissue from getting oxygen and nutrients. This can lead to serious health complications, including heart disease.",
+    "DiffWalking": "Difficulty walking can be a sign of underlying health issues, including heart disease. It is important to address mobility issues to improve overall health and reduce the risk of heart-related complications.",
+    "Sex": "Sex is a biological factor that can influence the risk of heart disease. Men and women may experience different symptoms and risk factors for heart disease.",
+    "AgeCategory": "Age is a significant risk factor for heart disease. As people age, their risk of developing heart disease increases. It is important to monitor heart health as individuals get older.",
+    "Race": "According to the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm), heart disease is a leading cause of death for people of most races in the U.S. (African Americans, American Indians and Alaska Natives, and whites). About half of all Americans (47%) have at least 1 of 3 major risk factors for heart disease: high blood pressure, high cholesterol, and smoking. Other key indicators include diabetes status, obesity (high BMI), not getting enough physical activity, or drinking too much alcohol. Identifying and preventing the factors that have the greatest impact on heart disease is very important in healthcare. In turn, developments in computing allow the application of machine learning methods to detect \"patterns\" in the data that can predict a patient's condition.",
+    "Diabetic": "Diabetes is a major risk factor for heart disease. High blood sugar levels can damage blood vessels and nerves that control the heart, leading to an increased risk of heart disease.",
+    "PhysicalActivity": "Regular physical activity is important for maintaining heart health. It can help reduce the risk of heart disease by improving blood pressure, cholesterol levels, and overall cardiovascular fitness.",
+    "Asthma": "Asthma is a chronic respiratory condition that can affect heart health. It is important to manage asthma symptoms to reduce the risk of heart disease.",
+    "KidneyDisease": "Kidney disease can increase the risk of heart disease. It is important to monitor and manage kidney health to reduce the risk of heart-related complications.",
+    "SkinCancer": "Skin cancer is a type of cancer that can affect overall health. It is important to address and treat skin cancer to maintain overall health and reduce the risk of heart disease.",
+    "State": "The dataset originally comes from the CDC and is a major part of the Behavioral Risk Factor Surveillance System (BRFSS), which conducts annual telephone surveys to collect data on the health status of U.S. residents. As described by the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm): \"Established in 1984 with 15 states, BRFSS now collects data in all 50 states, the District of Columbia, and three U.S. territories. BRFSS completes more than 400,000 adult interviews each year, making it the largest continuously conducted health survey system in the world. The most recent dataset includes data from 2023. In this dataset, I noticed many factors (questions) that directly or indirectly influence heart disease, so I decided to select the most relevant variables from it. I also decided to share with you two versions of the most recent dataset: with NaNs and without it.",
+    "GeneralHealth": "Self-reported general health from BRFSS GENHLTH: Excellent, Very good, Good, Fair, or Poor.",
+    "LastCheckupTime": "The time since the last medical checkup can be an important factor in heart health. Regular checkups can help identify and address risk factors for heart disease early.",
+    "PhysicalActivities": "Engaging in regular physical activities is important for maintaining heart health. It can help reduce the risk of heart disease by improving blood pressure, cholesterol levels, and overall cardiovascular fitness.",
+    "RemovedTeeth": "The number of removed teeth can be an indicator of overall health, including heart health. Poor oral health has been linked to an increased risk of heart disease.",
+    "HadHeartAttack": "As described above, the original dataset of nearly 300 variables was reduced to 40 variables. In addition to classical EDA, this dataset can be used to apply a number of machine learning methods, especially classifier models (logistic regression, SVM, random forest, etc.). You should treat the variable \"HadHeartAttack\" as binary (\"Yes\" - respondent had heart disease; \"No\" - respondent did not have heart disease). Note, however, that the classes are unbalanced, so the classic approach of applying a model is not advisable. Fixing the weights/undersampling should yield much better results. Based on the data set, I built a logistic regression model and embedded it in an application that might inspire you: https://share.streamlit.io/kamilpytlak/heart-condition-checker/main/app.py. Can you indicate which variables have a significant effect on the likelihood of heart disease?",
+    "HadAngina": "Angina is a type of chest pain caused by reduced blood flow to the heart. It is a symptom of coronary artery disease and can indicate an increased risk of heart disease.",
+    "HadStroke": "A stroke is a medical emergency that occurs when the blood supply to part of the brain is interrupted or reduced, preventing brain tissue from getting oxygen and nutrients. This can lead to serious health complications, including heart disease.",
+    "HadAsthma": "Asthma is a chronic respiratory condition that can affect heart health. It is important to manage asthma symptoms to reduce the risk of heart disease.",
+    "HadSkinCancer": "Skin cancer is a type of cancer that can affect overall health. It is important to address and treat skin cancer to maintain overall health and reduce the risk of heart disease.",
+    "HadCOPD": "Chronic obstructive pulmonary disease (COPD) is a chronic inflammatory lung disease that causes obstructed airflow from the lungs. It can increase the risk of heart disease.",
+    "HadDepressiveDisorder": "Depressive disorders can affect overall health and increase the risk of heart disease. It is important to address and manage mental health to reduce the risk of heart-related complications.",
+    "HadKidneyDisease": "Kidney disease can increase the risk of heart disease. It is important to monitor and manage kidney health to reduce the risk of heart-related complications.",
+    "HadArthritis": "Arthritis is a condition that causes inflammation of the joints. It can affect overall health and increase the risk of heart disease.",
+    "HadDiabetes": "Diabetes is a major risk factor for heart disease. High blood sugar levels can damage blood vessels and nerves that control the heart, leading to an increased risk of heart disease.",
+    "DeafOrHardOfHearing": "Hearing loss can affect overall health and quality of life. It is important to address and manage hearing issues to maintain overall health and reduce the risk of heart disease.",
+    "BlindOrVisionDifficulty": "Vision difficulties can affect overall health and quality of life. It is important to address and manage vision issues to maintain overall health and reduce the risk of heart disease.",
+    "DifficultyConcentrating": "Difficulty concentrating can be a sign of underlying health issues, including heart disease. It is important to address cognitive issues to improve overall health and reduce the risk of heart-related complications.",
+    "DifficultyWalking": "Difficulty walking can be a sign of underlying health issues, including heart disease. It is important to address mobility issues to improve overall health and reduce the risk of heart-related complications.",
+    "DifficultyDressingBathing": "Difficulty with daily activities such as dressing and bathing can be a sign of underlying health issues, including heart disease. It is important to address these issues to improve overall health and reduce the risk of heart-related complications.",
+    "DifficultyErrands": "Difficulty running errands can be a sign of underlying health issues, including heart disease. It is important to address these issues to improve overall health and reduce the risk of heart-related complications.",
+    "SmokerStatus": "Smoking is a major risk factor for heart disease. It is important to address and manage smoking habits to reduce the risk of heart-related complications.",
+    "ECigaretteUsage": "E-cigarette usage can affect heart health. It is important to monitor and manage e-cigarette usage to reduce the risk of heart disease.",
+    "ChestScan": "Chest scans can help identify underlying health issues, including heart disease. It is important to monitor and address any abnormalities found in chest scans to maintain overall health.",
+    "RaceEthnicityCategory": "Race and ethnicity can influence the risk of heart disease. It is important to consider these factors when assessing and managing heart health.",
+    "AlcoholDrinkers": "According to the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm), excessive alcohol consumption can lead to high blood pressure, heart failure, and even stroke. It is important to monitor and manage alcohol intake to reduce the risk of heart disease.",
+    "HIVTesting": "Whether the respondent has ever been tested for HIV (Yes/No), not the result of that test.",
+    "FluVaxLast12": "Receiving a flu vaccine in the last 12 months can help reduce the risk of respiratory infections, which can affect heart health. It is important to stay up-to-date with vaccinations to maintain overall health.",
+    "PneumoVaxEver": "Receiving a pneumococcal vaccine can help reduce the risk of respiratory infections, which can affect heart health. It is important to stay up-to-date with vaccinations to maintain overall health.",
+    "TetanusLast10Tdap": "Receiving a tetanus vaccine in the last 10 years can help reduce the risk of infections, which can affect heart health. It is important to stay up-to-date with vaccinations to maintain overall health.",
+    "HighRiskLastYear": "Being at high risk for health issues in the last year can affect overall health and increase the risk of heart disease. It is important to address and manage high-risk factors to reduce the risk of heart-related complications.",
+    "CovidPos": "Testing positive for COVID-19 can affect overall health and increase the risk of heart disease. It is important to monitor and manage COVID-19 symptoms to reduce the risk of heart-related complications."
+  },
+  "num_feature_intro": {
+    "BMI": "According to the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm), heart disease is a leading cause of death for people of most races in the U.S. (African Americans, American Indians and Alaska Natives, and whites). About half of all Americans (47%) have at least 1 of 3 major risk factors for heart disease: high blood pressure, high cholesterol, and smoking. Other key indicators include diabetes status, obesity (high BMI), not getting enough physical activity, or drinking too much alcohol. Identifying and preventing the factors that have the greatest impact on heart disease is very important in healthcare. In turn, developments in computing allow the application of machine learning methods to detect \"patterns\" in the data that can predict a patient's condition.",
+    "PhysicalHealth": "Physical health is an important factor in overall well-being and can influence the risk of heart disease. It is important to maintain good physical health to reduce the risk of heart-related complications.",
+    "MentalHealth": "Mental health is an important factor in overall well-being and can influence the risk of heart disease. It is important to address and manage mental health to reduce the risk of heart-related complications.",
+    "SleepTime": "Sleep time is an important factor in overall health. Poor sleep can affect heart health and increase the risk of heart disease. It is important to maintain good sleep habits to reduce the risk of heart-related complications.",
+    "PhysicalHealthDays": "The number of days with good physical health can be an indicator of overall well-being. It is important to maintain good physical health to reduce the risk of heart-related complications.",
+    "MentalHealthDays": "The number of days with good mental health can be an indicator of overall well-being. It is important to address and manage mental health to reduce the risk of heart-related complications.",
+    "SleepHours": "The number of hours of sleep can affect overall health. Poor sleep can affect heart health and increase the risk of heart disease. It is important to maintain good sleep habits to reduce the risk of heart-related complications.",
+    "HeightInMeters": "Height can be an indicator of overall health. It is important to monitor and maintain a healthy height-to-weight ratio to reduce the risk of heart disease.",
+    "WeightInKilograms": "Weight can be an indicator of overall health. It is important to maintain a healthy weight to reduce the risk of heart disease."
+  },
+  "evaluation_metric": "The evaluation metric for this dataset can include accuracy, precision, recall, F1-score, and AUC-ROC. These metrics can help assess the performance of machine learning models in predicting heart disease.",
+  "task_type": "classification",
+  "target": "GeneralHealth",
+  "num_feature_value": {
+    "BMI": [
+      12.02,
+      99.64
+    ],
+    "HeightInMeters": [
+      0.91,
+      2.41
+    ],
+    "MentalHealth": [
+      0.0,
+      30.0
+    ],
+    "MentalHealthDays": [
+      0.0,
+      30.0
+    ],
+    "PhysicalHealth": [
+      0.0,
+      30.0
+    ],
+    "PhysicalHealthDays": [
+      0.0,
+      30.0
+    ],
+    "SleepHours": [
+      1.0,
+      24.0
+    ],
+    "SleepTime": [
+      1.0,
+      24.0
+    ],
+    "WeightInKilograms": [
+      22.68,
+      292.57
+    ]
+  },
+  "cat_feature_value": {
+    "AgeCategory": [
+      "18-24",
+      "25-29",
+      "30-34",
+      "35-39",
+      "40-44",
+      "45-49",
+      "50-54",
+      "55-59",
+      "60-64",
+      "65-69",
+      "70-74",
+      "75-79",
+      "80 or older",
+      "Age 18 to 24",
+      "Age 25 to 29",
+      "Age 30 to 34",
+      "Age 35 to 39",
+      "Age 40 to 44",
+      "Age 45 to 49",
+      "Age 50 to 54",
+      "Age 55 to 59",
+      "Age 60 to 64",
+      "Age 65 to 69",
+      "Age 70 to 74",
+      "Age 75 to 79",
+      "Age 80 or older"
+    ],
+    "AlcoholDrinkers": [
+      "No",
+      "Yes"
+    ],
+    "AlcoholDrinking": [
+      "No",
+      "Yes"
+    ],
+    "Asthma": [
+      "No",
+      "Yes"
+    ],
+    "BlindOrVisionDifficulty": [
+      "No",
+      "Yes"
+    ],
+    "ChestScan": [
+      "No",
+      "Yes"
+    ],
+    "CovidPos": [
+      "No",
+      "Tested positive using home test without a health professional",
+      "Yes"
+    ],
+    "DeafOrHardOfHearing": [
+      "No",
+      "Yes"
+    ],
+    "Diabetic": [
+      "No",
+      "No, borderline diabetes",
+      "Yes",
+      "Yes (during pregnancy)"
+    ],
+    "DiffWalking": [
+      "No",
+      "Yes"
+    ],
+    "DifficultyConcentrating": [
+      "No",
+      "Yes"
+    ],
+    "DifficultyDressingBathing": [
+      "No",
+      "Yes"
+    ],
+    "DifficultyErrands": [
+      "No",
+      "Yes"
+    ],
+    "DifficultyWalking": [
+      "No",
+      "Yes"
+    ],
+    "ECigaretteUsage": [
+      "Never used e-cigarettes in my entire life",
+      "Not at all (right now)",
+      "Use them every day",
+      "Use them some days"
+    ],
+    "FluVaxLast12": [
+      "No",
+      "Yes"
+    ],
+    "GeneralHealth": [
+      "Excellent",
+      "Very good",
+      "Good",
+      "Fair",
+      "Poor"
+    ],
+    "HIVTesting": [
+      "No",
+      "Yes"
+    ],
+    "HadAngina": [
+      "No",
+      "Yes"
+    ],
+    "HadArthritis": [
+      "No",
+      "Yes"
+    ],
+    "HadAsthma": [
+      "No",
+      "Yes"
+    ],
+    "HadCOPD": [
+      "No",
+      "Yes"
+    ],
+    "HadDepressiveDisorder": [
+      "No",
+      "Yes"
+    ],
+    "HadDiabetes": [
+      "No",
+      "No, pre-diabetes or borderline diabetes",
+      "Yes",
+      "Yes, but only during pregnancy (female)"
+    ],
+    "HadHeartAttack": [
+      "No",
+      "Yes"
+    ],
+    "HadKidneyDisease": [
+      "No",
+      "Yes"
+    ],
+    "HadSkinCancer": [
+      "No",
+      "Yes"
+    ],
+    "HadStroke": [
+      "No",
+      "Yes"
+    ],
+    "HeartDisease": [
+      "No",
+      "Yes"
+    ],
+    "HighRiskLastYear": [
+      "No",
+      "Yes"
+    ],
+    "KidneyDisease": [
+      "No",
+      "Yes"
+    ],
+    "LastCheckupTime": [
+      "5 or more years ago",
+      "Within past 2 years (1 year but less than 2 years ago)",
+      "Within past 5 years (2 years but less than 5 years ago)",
+      "Within past year (anytime less than 12 months ago)"
+    ],
+    "PhysicalActivities": [
+      "No",
+      "Yes"
+    ],
+    "PhysicalActivity": [
+      "No",
+      "Yes"
+    ],
+    "PneumoVaxEver": [
+      "No",
+      "Yes"
+    ],
+    "Race": [
+      "American Indian/Alaskan Native",
+      "Asian",
+      "Black",
+      "Hispanic",
+      "Other",
+      "White"
+    ],
+    "RaceEthnicityCategory": [
+      "Black only, Non-Hispanic",
+      "Hispanic",
+      "Multiracial, Non-Hispanic",
+      "Other race only, Non-Hispanic",
+      "White only, Non-Hispanic"
+    ],
+    "RemovedTeeth": [
+      "1 to 5",
+      "6 or more, but not all",
+      "All",
+      "None of them"
+    ],
+    "Sex": [
+      "Female",
+      "Male"
+    ],
+    "SkinCancer": [
+      "No",
+      "Yes"
+    ],
+    "SmokerStatus": [
+      "Current smoker - now smokes every day",
+      "Current smoker - now smokes some days",
+      "Former smoker",
+      "Never smoked"
+    ],
+    "Smoking": [
+      "No",
+      "Yes"
+    ],
+    "State": [
+      "Alabama",
+      "Alaska",
+      "Arizona",
+      "Arkansas",
+      "California",
+      "Colorado",
+      "Connecticut",
+      "Delaware",
+      "District of Columbia",
+      "Florida",
+      "Georgia",
+      "Guam",
+      "Hawaii",
+      "Idaho",
+      "Illinois",
+      "Indiana",
+      "Iowa",
+      "Kansas",
+      "Kentucky",
+      "Louisiana",
+      "Maine",
+      "Maryland",
+      "Massachusetts",
+      "Michigan",
+      "Minnesota",
+      "Mississippi",
+      "Missouri",
+      "Montana",
+      "Nebraska",
+      "Nevada",
+      "New Hampshire",
+      "New Jersey",
+      "New Mexico",
+      "New York",
+      "North Carolina",
+      "North Dakota",
+      "Ohio",
+      "Oklahoma",
+      "Oregon",
+      "Pennsylvania",
+      "Puerto Rico",
+      "Rhode Island",
+      "South Carolina",
+      "South Dakota",
+      "Tennessee",
+      "Texas",
+      "Utah",
+      "Vermont",
+      "Virgin Islands",
+      "Virginia",
+      "Washington",
+      "West Virginia",
+      "Wisconsin",
+      "Wyoming"
+    ],
+    "Stroke": [
+      "No",
+      "Yes"
+    ],
+    "TetanusLast10Tdap": [
+      "No, did not receive any tetanus shot in the past 10 years",
+      "Yes, received Tdap",
+      "Yes, received tetanus shot but not sure what type",
+      "Yes, received tetanus shot, but not Tdap"
+    ]
+  }
+}
diff --git a/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_003/test_current.csv b/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_003/test_current.csv
index b47045c506e1d008b4662806273426ef3b15bc2a..4e759ade2ad0c7ca8937f6211b4ef41887f5c45a 100644
--- a/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_003/test_current.csv
+++ b/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_003/test_current.csv
@@ -1,16 +1,25 @@
-HeartDisease,BMI,Smoking,AlcoholDrinking,Stroke,PhysicalHealth,MentalHealth,DiffWalking,Sex,AgeCategory,Race,Diabetic,PhysicalActivity,GenHealth,SleepTime,Asthma,KidneyDisease,SkinCancer,State,GeneralHealth,PhysicalHealthDays,MentalHealthDays,LastCheckupTime,PhysicalActivities,SleepHours,RemovedTeeth,HadHeartAttack,HadAngina,HadStroke,HadAsthma,HadSkinCancer,HadCOPD,HadDepressiveDisorder,HadKidneyDisease,HadArthritis,HadDiabetes,DeafOrHardOfHearing,BlindOrVisionDifficulty,DifficultyConcentrating,DifficultyWalking,DifficultyDressingBathing,DifficultyErrands,SmokerStatus,ECigaretteUsage,ChestScan,RaceEthnicityCategory,HeightInMeters,WeightInKilograms,AlcoholDrinkers,HIVTesting,FluVaxLast12,PneumoVaxEver,TetanusLast10Tdap,HighRiskLastYear,CovidPos
-,28.06,,,,,,,Female,Age 75 to 79,,,,,,,,,Utah,Fair,,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,1 to 5,No,No,No,Yes,Yes,Yes,Yes,No,No,No,No,No,No,Yes,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.75,86.18,No,No,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
-,45.26,,,,,,,Female,Age 60 to 64,,,,,,,,,Maine,Fair,30.0,30.0,Within past year (anytime less than 12 months ago),No,5.0,"6 or more, but not all",No,No,Yes,No,No,No,Yes,No,Yes,No,No,No,No,Yes,No,Yes,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.65,123.38,No,Yes,Yes,Yes,"Yes, received tetanus shot, but not Tdap",No,Yes
-,29.08,,,,,,,Female,Age 65 to 69,,,,,,,,,Puerto Rico,Fair,3.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,1 to 5,No,No,No,No,No,No,No,No,Yes,No,No,Yes,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,Hispanic,1.57,72.12,No,Yes,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,Yes
-,,,,,,,,Female,Age 60 to 64,,,,,,,,,Florida,Fair,15.0,15.0,Within past year (anytime less than 12 months ago),No,3.0,All,No,No,No,No,No,Yes,Yes,No,Yes,No,No,No,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.73,,No,No,Yes,Yes,"Yes, received tetanus shot, but not Tdap",No,No
-,24.63,,,,,,,Female,Age 70 to 74,,,,,,,,,Alabama,Fair,30.0,0.0,Within past year (anytime less than 12 months ago),No,8.0,None of them,No,No,No,No,No,No,No,No,Yes,No,No,No,No,Yes,No,No,Current smoker - now smokes every day,Never used e-cigarettes in my entire life,Yes,"Black only, Non-Hispanic",1.65,67.13,No,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
-,31.12,,,,,,,Female,Age 60 to 64,,,,,,,,,West Virginia,Fair,15.0,30.0,Within past year (anytime less than 12 months ago),No,8.0,None of them,No,No,No,Yes,No,No,Yes,No,Yes,Yes,No,No,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.65,84.82,No,No,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-,32.69,,,,,,,Male,Age 70 to 74,,,,,,,,,New Jersey,Fair,30.0,0.0,Within past year (anytime less than 12 months ago),No,7.0,"6 or more, but not all",Yes,Yes,Yes,No,No,No,No,Yes,No,Yes,No,Yes,Yes,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.73,97.52,Yes,No,No,Yes,"Yes, received tetanus shot but not sure what type",No,Yes
-,,,,,,,,Male,Age 60 to 64,,,,,,,,,Colorado,Fair,10.0,5.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,Yes,No,No,No,No,No,No,Yes,No,Yes,No,No,No,No,No,No,Former smoker,Not at all (right now),Yes,"White only, Non-Hispanic",1.8,,No,,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,Yes
-,19.49,,,,,,,Female,Age 65 to 69,,,,,,,,,Washington,Fair,3.0,0.0,Within past year (anytime less than 12 months ago),No,7.0,All,No,No,No,No,No,Yes,No,No,No,Yes,No,No,No,No,No,No,Current smoker - now smokes some days,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.6,49.9,Yes,,No,Yes,"Yes, received Tdap",No,No
-,29.05,,,,,,,Female,Age 70 to 74,,,,,,,,,Minnesota,Fair,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,Yes,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.68,81.65,No,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
-,23.91,,,,,,,Female,Age 60 to 64,,,,,,,,,Colorado,Fair,0.0,28.0,Within past year (anytime less than 12 months ago),Yes,8.0,"6 or more, but not all",No,No,No,No,No,Yes,No,No,Yes,"No, pre-diabetes or borderline diabetes",No,Yes,Yes,No,No,No,Former smoker,Use them every day,Yes,"White only, Non-Hispanic",1.6,61.23,Yes,Yes,No,No,"Yes, received tetanus shot but not sure what type",No,No
-,20.37,,,,,,,Female,Age 45 to 49,,,,,,,,,Indiana,Fair,8.0,30.0,Within past year (anytime less than 12 months ago),No,9.0,1 to 5,No,No,No,Yes,No,No,Yes,No,No,No,No,No,No,No,No,Yes,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.78,64.41,No,Yes,No,No,"Yes, received tetanus shot but not sure what type",No,Yes
-,32.93,,,,,,,Female,Age 60 to 64,,,,,,,,,Washington,Fair,30.0,0.0,Within past year (anytime less than 12 months ago),Yes,9.0,1 to 5,No,No,No,No,No,Yes,No,No,Yes,No,No,No,No,Yes,No,No,Former smoker,Not at all (right now),Yes,"White only, Non-Hispanic",1.68,92.53,Yes,No,Yes,Yes,"Yes, received Tdap",No,Yes
-,,,,,,,,Female,Age 35 to 39,,,,,,,,,Washington,Fair,3.0,20.0,Within past year (anytime less than 12 months ago),Yes,7.0,1 to 5,No,No,No,Yes,No,No,Yes,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.75,,No,No,No,No,"Yes, received tetanus shot but not sure what type",No,Yes
-,37.43,,,,,,,Male,Age 70 to 74,,,,,,,,,Hawaii,Fair,0.0,0.0,Within past 5 years (2 years but less than 5 years ago),Yes,8.0,"6 or more, but not all",No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"Other race only, Non-Hispanic",1.7,108.41,No,No,Yes,Yes,"Yes, received Tdap",No,No
+HeartDisease,BMI,Smoking,AlcoholDrinking,Stroke,PhysicalHealth,MentalHealth,DiffWalking,Sex,AgeCategory,Race,Diabetic,PhysicalActivity,SleepTime,Asthma,KidneyDisease,SkinCancer,State,GeneralHealth,PhysicalHealthDays,MentalHealthDays,LastCheckupTime,PhysicalActivities,SleepHours,RemovedTeeth,HadHeartAttack,HadAngina,HadStroke,HadAsthma,HadSkinCancer,HadCOPD,HadDepressiveDisorder,HadKidneyDisease,HadArthritis,HadDiabetes,DeafOrHardOfHearing,BlindOrVisionDifficulty,DifficultyConcentrating,DifficultyWalking,DifficultyDressingBathing,DifficultyErrands,SmokerStatus,ECigaretteUsage,ChestScan,RaceEthnicityCategory,HeightInMeters,WeightInKilograms,AlcoholDrinkers,HIVTesting,FluVaxLast12,PneumoVaxEver,TetanusLast10Tdap,HighRiskLastYear,CovidPos
+,28.06,,,,,,,Female,Age 75 to 79,,,,,,,,Utah,Fair,,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,1 to 5,No,No,No,Yes,Yes,Yes,Yes,No,No,No,No,No,No,Yes,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.75,86.18,No,No,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
+No,49.92,Yes,No,No,28.0,0.0,Yes,Female,55-59,White,No,No,9.0,No,No,No,,Fair,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,45.26,,,,,,,Female,Age 60 to 64,,,,,,,,Maine,Fair,30.0,30.0,Within past year (anytime less than 12 months ago),No,5.0,"6 or more, but not all",No,No,Yes,No,No,No,Yes,No,Yes,No,No,No,No,Yes,No,Yes,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.65,123.38,No,Yes,Yes,Yes,"Yes, received tetanus shot, but not Tdap",No,Yes
+Yes,28.25,Yes,No,Yes,30.0,0.0,Yes,Male,75-79,White,No,Yes,8.0,No,No,Yes,,Fair,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,29.08,,,,,,,Female,Age 65 to 69,,,,,,,,Puerto Rico,Fair,3.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,1 to 5,No,No,No,No,No,No,No,No,Yes,No,No,Yes,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,Hispanic,1.57,72.12,No,Yes,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,Yes
+No,27.12,No,No,No,5.0,2.0,No,Male,40-44,White,No,Yes,6.0,No,No,No,,Fair,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,,,,,,,,Female,Age 60 to 64,,,,,,,,Florida,Fair,15.0,15.0,Within past year (anytime less than 12 months ago),No,3.0,All,No,No,No,No,No,Yes,Yes,No,Yes,No,No,No,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.73,,No,No,Yes,Yes,"Yes, received tetanus shot, but not Tdap",No,No
+,24.63,,,,,,,Female,Age 70 to 74,,,,,,,,Alabama,Fair,30.0,0.0,Within past year (anytime less than 12 months ago),No,8.0,None of them,No,No,No,No,No,No,No,No,Yes,No,No,No,No,Yes,No,No,Current smoker - now smokes every day,Never used e-cigarettes in my entire life,Yes,"Black only, Non-Hispanic",1.65,67.13,No,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
+No,34.46,No,No,No,15.0,0.0,No,Male,50-54,White,No,Yes,9.0,No,No,No,,Fair,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,31.12,,,,,,,Female,Age 60 to 64,,,,,,,,West Virginia,Fair,15.0,30.0,Within past year (anytime less than 12 months ago),No,8.0,None of them,No,No,No,Yes,No,No,Yes,No,Yes,Yes,No,No,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.65,84.82,No,No,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+No,28.19,Yes,No,No,30.0,14.0,Yes,Female,30-34,White,No,No,5.0,Yes,No,No,,Fair,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,32.69,,,,,,,Male,Age 70 to 74,,,,,,,,New Jersey,Fair,30.0,0.0,Within past year (anytime less than 12 months ago),No,7.0,"6 or more, but not all",Yes,Yes,Yes,No,No,No,No,Yes,No,Yes,No,Yes,Yes,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.73,97.52,Yes,No,No,Yes,"Yes, received tetanus shot but not sure what type",No,Yes
+No,26.3,No,No,No,10.0,0.0,Yes,Female,45-49,White,Yes,No,4.0,No,No,No,,Fair,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,26.89,No,No,No,3.0,0.0,No,Female,65-69,Black,Yes,Yes,9.0,No,No,No,,Fair,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,,,,,,,,Male,Age 60 to 64,,,,,,,,Colorado,Fair,10.0,5.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,Yes,No,No,No,No,No,No,Yes,No,Yes,No,No,No,No,No,No,Former smoker,Not at all (right now),Yes,"White only, Non-Hispanic",1.8,,No,,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,Yes
+,19.49,,,,,,,Female,Age 65 to 69,,,,,,,,Washington,Fair,3.0,0.0,Within past year (anytime less than 12 months ago),No,7.0,All,No,No,No,No,No,Yes,No,No,No,Yes,No,No,No,No,No,No,Current smoker - now smokes some days,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.6,49.9,Yes,,No,Yes,"Yes, received Tdap",No,No
+No,27.79,Yes,No,No,6.0,20.0,No,Female,30-34,White,No,No,3.0,No,No,No,,Fair,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,29.05,,,,,,,Female,Age 70 to 74,,,,,,,,Minnesota,Fair,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,Yes,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.68,81.65,No,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
+,23.91,,,,,,,Female,Age 60 to 64,,,,,,,,Colorado,Fair,0.0,28.0,Within past year (anytime less than 12 months ago),Yes,8.0,"6 or more, but not all",No,No,No,No,No,Yes,No,No,Yes,"No, pre-diabetes or borderline diabetes",No,Yes,Yes,No,No,No,Former smoker,Use them every day,Yes,"White only, Non-Hispanic",1.6,61.23,Yes,Yes,No,No,"Yes, received tetanus shot but not sure what type",No,No
+,20.37,,,,,,,Female,Age 45 to 49,,,,,,,,Indiana,Fair,8.0,30.0,Within past year (anytime less than 12 months ago),No,9.0,1 to 5,No,No,No,Yes,No,No,Yes,No,No,No,No,No,No,No,No,Yes,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.78,64.41,No,Yes,No,No,"Yes, received tetanus shot but not sure what type",No,Yes
+,32.93,,,,,,,Female,Age 60 to 64,,,,,,,,Washington,Fair,30.0,0.0,Within past year (anytime less than 12 months ago),Yes,9.0,1 to 5,No,No,No,No,No,Yes,No,No,Yes,No,No,No,No,Yes,No,No,Former smoker,Not at all (right now),Yes,"White only, Non-Hispanic",1.68,92.53,Yes,No,Yes,Yes,"Yes, received Tdap",No,Yes
+No,26.63,Yes,No,No,0.0,0.0,No,Male,50-54,White,No,Yes,7.0,No,No,No,,Fair,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,,,,,,,,Female,Age 35 to 39,,,,,,,,Washington,Fair,3.0,20.0,Within past year (anytime less than 12 months ago),Yes,7.0,1 to 5,No,No,No,Yes,No,No,Yes,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.75,,No,No,No,No,"Yes, received tetanus shot but not sure what type",No,Yes
+,37.43,,,,,,,Male,Age 70 to 74,,,,,,,,Hawaii,Fair,0.0,0.0,Within past 5 years (2 years but less than 5 years ago),Yes,8.0,"6 or more, but not all",No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"Other race only, Non-Hispanic",1.7,108.41,No,No,Yes,Yes,"Yes, received Tdap",No,No
diff --git a/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_004/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_004_current.json b/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_004/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_004_current.json
index 5b4e558940f381a78511b85a8e28a521a34beb5a..6e15ccab5f1fab06af6098ade9a33270c2497245 100644
--- a/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_004/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_004_current.json
+++ b/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_004/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_004_current.json
@@ -1,12043 +1,11868 @@
 {
-    "id": "004",
-    "task_type": "B4",
-    "subtask_type": "list",
-    "perspective": "data_holder",
-    "dataset_name": "Indicators of Heart Disease (2022 UPDATE)",
-    "table_path": "output/medical/classification/Indicators of Heart Disease (2022 UPDATE)_B4/Indicators of Heart Disease (2022 UPDATE)_B4_004/test.csv",
-    "query": "We've just compiled new responses from our state-wide health initiative. Using the past case history I've uploaded, can you list all new participants whose health indicators and lifestyle factors are consistent with individuals who have historically described their health as \"Good\"?",
-    "meta_info": {
-        "domain": "medical"
+  "id": "004",
+  "task_type": "B4",
+  "subtask_type": "list",
+  "perspective": "data_holder",
+  "dataset_name": "Indicators of Heart Disease (2022 UPDATE)",
+  "table_path": "output/medical/classification/Indicators of Heart Disease (2022 UPDATE)_B4/Indicators of Heart Disease (2022 UPDATE)_B4_004/test.csv",
+  "query": "We've just compiled new responses from our state-wide health initiative. Using the past case history I've uploaded, can you list all new participants whose health indicators and lifestyle factors are consistent with individuals who have historically described their health as \"Good\"?",
+  "meta_info": {
+    "domain": "medical"
+  },
+  "final_decision": {},
+  "what_if": {},
+  "ground_truth": {
+    "extracted_features": [
+      {
+        "scenario_id": "001",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 24.41,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 80 or older",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "New Mexico",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 10.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "Yes",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No, pre-diabetes or borderline diabetes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.83,
+          "WeightInKilograms": 81.65,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "002",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 22.65,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Massachusetts",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 3.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 10.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "Yes",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Use them every day",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.52,
+          "WeightInKilograms": 52.62,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "004",
+        "features": {
+          "HeartDisease": "Yes",
+          "BMI": 26.33,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "Yes",
+          "Sex": "Female",
+          "AgeCategory": "80 or older",
+          "Race": "Hispanic",
+          "Diabetic": "No",
+          "PhysicalActivity": "No",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "005",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 33.99,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 75 to 79",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Nebraska",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 6.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "Yes",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.63,
+          "WeightInKilograms": 89.81,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "006",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 38.74,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Virginia",
+          "GeneralHealth": "Poor",
+          "PhysicalHealthDays": 30.0,
+          "MentalHealthDays": 5.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.68,
+          "WeightInKilograms": 108.86,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "007",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 22.24,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "45-49",
+          "Race": "Black",
+          "Diabetic": "Yes",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "008",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 28.19,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 14.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "Yes",
+          "Sex": "Male",
+          "AgeCategory": "60-64",
+          "Race": "White",
+          "Diabetic": "Yes",
+          "PhysicalActivity": "No",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "013",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 25.1,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "70-74",
+          "Race": "White",
+          "Diabetic": "Yes",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "Yes",
+          "State": null,
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "017",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 31.0,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 30.0,
+          "MentalHealth": 30.0,
+          "DiffWalking": "Yes",
+          "Sex": "Female",
+          "AgeCategory": "50-54",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "Yes",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Poor",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "020",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 32.28,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "35-39",
+          "Race": "White",
+          "Diabetic": "Yes",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 6.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "021",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 27.87,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Nebraska",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "5 or more years ago",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.91,
+          "WeightInKilograms": 101.15,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "022",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 18.6,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "60-64",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 6.0,
+          "Asthma": "Yes",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "023",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 44.76,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 2.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "35-39",
+          "Race": "White",
+          "Diabetic": "Yes",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 6.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "030",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 28.19,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 30.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "60-64",
+          "Race": "Black",
+          "Diabetic": "No",
+          "PhysicalActivity": "No",
+          "SleepTime": 6.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "031",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 27.4,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "65-69",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "032",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 30.41,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Maryland",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.73,
+          "WeightInKilograms": 90.72,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "034",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 39.16,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 35 to 39",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Wisconsin",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 4.0,
+          "MentalHealthDays": 5.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes some days",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.88,
+          "WeightInKilograms": 138.35,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "036",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 24.62,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "60-64",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "038",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 23.71,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 15.0,
+          "MentalHealth": 6.0,
+          "DiffWalking": "Yes",
+          "Sex": "Male",
+          "AgeCategory": "55-59",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 6.0,
+          "Asthma": "Yes",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "040",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 26.54,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 30 to 34",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Iowa",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes some days",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.78,
+          "WeightInKilograms": 83.91,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Tested positive using home test without a health professional"
+        }
+      },
+      {
+        "scenario_id": "042",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 31.93,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Washington",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.63,
+          "WeightInKilograms": 84.37,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "043",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 19.69,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 80 or older",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Iowa",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.68,
+          "WeightInKilograms": 55.34,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "044",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 25.61,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 6.0,
+          "MentalHealth": 20.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "18-24",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "Yes",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "045",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 40.72,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 1.0,
+          "MentalHealth": 1.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "25-29",
+          "Race": "Black",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 5.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "056",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 38.73,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 2.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "25-29",
+          "Race": "American Indian/Alaskan Native",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "Yes",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "057",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 19.46,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 3.0,
+          "MentalHealth": 10.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "18-24",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "059",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 23.49,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 35 to 39",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Rhode Island",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 3.0,
+          "MentalHealthDays": 2.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "Yes",
+          "HadAngina": "Yes",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Hispanic",
+          "HeightInMeters": 1.65,
+          "WeightInKilograms": 63.96,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "065",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 20.92,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "40-44",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 6.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "067",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 25.68,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Connecticut",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 5.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.88,
+          "WeightInKilograms": 90.72,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "071",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 28.84,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "70-74",
+          "Race": "Black",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 10.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "073",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 29.18,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 60 to 64",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Iowa",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.63,
+          "WeightInKilograms": 77.11,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "075",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 29.95,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 8.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "55-59",
+          "Race": "Hispanic",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 9.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "076",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 33.2,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 15.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "40-44",
+          "Race": "Other",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 5.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "077",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 35.51,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "70-74",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "No",
+          "SleepTime": 8.0,
+          "Asthma": "Yes",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "080",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 22.71,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 18 to 24",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Virginia",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 2.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.7,
+          "WeightInKilograms": 65.77,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "081",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 32.61,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "Yes",
+          "PhysicalHealth": 5.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "80 or older",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 6.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "082",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 28.94,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 60 to 64",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Florida",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.75,
+          "WeightInKilograms": 88.9,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "084",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 29.16,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 75 to 79",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Colorado",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.83,
+          "WeightInKilograms": 97.52,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "085",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 22.4,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 60 to 64",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "New Mexico",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 7.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.7,
+          "WeightInKilograms": 64.86,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "089",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 27.26,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Vermont",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "Yes",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.78,
+          "WeightInKilograms": 86.18,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "090",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 24.03,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 45 to 49",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Texas",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 15.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 10.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "Yes",
+          "HadAngina": "Yes",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "Yes",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes every day",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.63,
+          "WeightInKilograms": 63.5,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "092",
+        "features": {
+          "HeartDisease": "Yes",
+          "BMI": 29.18,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "Yes",
+          "Sex": "Male",
+          "AgeCategory": "75-79",
+          "Race": "Hispanic",
+          "Diabetic": "Yes",
+          "PhysicalActivity": "No",
+          "SleepTime": 10.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "094",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 16.64,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "80 or older",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "095",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 20.12,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 75 to 79",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Michigan",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": null,
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.57,
+          "WeightInKilograms": 49.9,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "096",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 41.88,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 55 to 59",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Nebraska",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 3.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "Yes",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.63,
+          "WeightInKilograms": 110.68,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "097",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 36.32,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 25 to 29",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Guam",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes every day",
+          "ECigaretteUsage": "Use them every day",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Hispanic",
+          "HeightInMeters": 1.68,
+          "WeightInKilograms": 102.06,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "Yes",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "098",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 29.05,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "45-49",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "Yes",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "102",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 32.55,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Indiana",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 4.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "Yes",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes every day",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.83,
+          "WeightInKilograms": 108.86,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "103",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 19.9,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 45 to 49",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Utah",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.88,
+          "WeightInKilograms": 70.31,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "104",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 30.23,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "40-44",
+          "Race": "Hispanic",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "105",
+        "features": {
+          "HeartDisease": null,
+          "BMI": null,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 45 to 49",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "North Carolina",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": "Other race only, Non-Hispanic",
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "107",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 33.66,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 30 to 34",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Colorado",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 15.0,
+          "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "Yes",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Use them every day",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.6,
+          "WeightInKilograms": 86.18,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "108",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 22.31,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 55 to 59",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "New Mexico",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": 1.63,
+          "WeightInKilograms": 58.97,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "119",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 24.33,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 75 to 79",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Iowa",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 1.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "Yes",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.73,
+          "WeightInKilograms": 72.57,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "123",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 22.46,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 40 to 44",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Washington",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 1.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 5.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.65,
+          "WeightInKilograms": 61.23,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "124",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 21.63,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 55 to 59",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Utah",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.65,
+          "WeightInKilograms": 58.97,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "126",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 26.63,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 25 to 29",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Maryland",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "Black only, Non-Hispanic",
+          "HeightInMeters": 1.68,
+          "WeightInKilograms": 74.84,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "127",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 25.84,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 1.0,
+          "MentalHealth": 5.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "75-79",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "129",
+        "features": {
+          "HeartDisease": "Yes",
+          "BMI": 36.18,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 5.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "50-54",
+          "Race": "American Indian/Alaskan Native",
+          "Diabetic": "Yes",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 6.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "131",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 26.09,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 75 to 79",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Florida",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "Yes",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.63,
+          "WeightInKilograms": 68.95,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "132",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 27.46,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 50 to 54",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Missouri",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 30.0,
+          "MentalHealthDays": 30.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 5.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "Yes",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "Yes",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes every day",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "Black only, Non-Hispanic",
+          "HeightInMeters": 1.63,
+          "WeightInKilograms": 72.57,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "133",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 20.25,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 16.0,
+          "MentalHealth": 30.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "25-29",
+          "Race": "Hispanic",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 6.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "138",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 27.37,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 50 to 54",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Georgia",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.73,
+          "WeightInKilograms": 81.65,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "139",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 31.0,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 75 to 79",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Florida",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 2.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "Yes",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "Yes",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.6,
+          "WeightInKilograms": 79.38,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "140",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 36.05,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 50 to 54",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "California",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 15.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes every day",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.63,
+          "WeightInKilograms": 95.25,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "142",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 25.23,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 60 to 64",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Maryland",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Black only, Non-Hispanic",
+          "HeightInMeters": 1.83,
+          "WeightInKilograms": 84.37,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "143",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 31.89,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 80 or older",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Kansas",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.6,
+          "WeightInKilograms": 81.65,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "148",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 33.28,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 60 to 64",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "South Dakota",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 4.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "Yes",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No, pre-diabetes or borderline diabetes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.65,
+          "WeightInKilograms": 90.72,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "151",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 29.26,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "60-64",
+          "Race": "Asian",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "154",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 29.26,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 30.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "60-64",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "156",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 18.25,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "45-49",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "157",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 27.07,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 14.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "30-34",
+          "Race": "Hispanic",
+          "Diabetic": "No",
+          "PhysicalActivity": "No",
+          "SleepTime": 6.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "158",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 39.11,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 2.0,
+          "MentalHealth": 10.0,
+          "DiffWalking": "Yes",
+          "Sex": "Female",
+          "AgeCategory": "65-69",
+          "Race": "White",
+          "Diabetic": "Yes",
+          "PhysicalActivity": "No",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "160",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 35.78,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 18 to 24",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Rhode Island",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.6,
+          "WeightInKilograms": 91.63,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "161",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 24.75,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 45 to 49",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Utah",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 25.0,
+          "MentalHealthDays": 30.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 5.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "Yes",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.7,
+          "WeightInKilograms": 71.67,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "163",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 37.86,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "Yes",
+          "Sex": "Female",
+          "AgeCategory": "60-64",
+          "Race": "Hispanic",
+          "Diabetic": "Yes",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 5.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "167",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 22.14,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 75 to 79",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Washington",
+          "GeneralHealth": "Poor",
+          "PhysicalHealthDays": 30.0,
+          "MentalHealthDays": 5.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "Yes",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "Yes",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "Yes",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes some days",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.6,
+          "WeightInKilograms": 56.7,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "171",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 22.62,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 50 to 54",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Puerto Rico",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Hispanic",
+          "HeightInMeters": 1.5,
+          "WeightInKilograms": 50.8,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "172",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 19.89,
+          "Smoking": "No",
+          "AlcoholDrinking": "Yes",
+          "Stroke": "No",
+          "PhysicalHealth": 2.0,
+          "MentalHealth": 2.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "45-49",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "173",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 21.95,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 35 to 39",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Maryland",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 8.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "Black only, Non-Hispanic",
+          "HeightInMeters": 1.57,
+          "WeightInKilograms": 54.43,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "175",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 41.01,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "New Hampshire",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "Yes",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.52,
+          "WeightInKilograms": 95.25,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "179",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 21.46,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 1.0,
+          "MentalHealth": 2.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "40-44",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "Yes",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "182",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 18.47,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 18 to 24",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Colorado",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Use them some days",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Hispanic",
+          "HeightInMeters": 1.85,
+          "WeightInKilograms": 63.5,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "189",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 25.83,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Iowa",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "Yes",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.78,
+          "WeightInKilograms": 81.65,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "193",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 39.48,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "Yes",
+          "Sex": "Female",
+          "AgeCategory": "70-74",
+          "Race": "White",
+          "Diabetic": "Yes",
+          "PhysicalActivity": "No",
+          "SleepTime": 7.0,
+          "Asthma": "Yes",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "196",
+        "features": {
+          "HeartDisease": null,
+          "BMI": null,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 70 to 74",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "New Hampshire",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "197",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 25.33,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 60 to 64",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "South Carolina",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes some days",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "Black only, Non-Hispanic",
+          "HeightInMeters": 1.6,
+          "WeightInKilograms": 64.86,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "199",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 22.14,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "60-64",
+          "Race": "Asian",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 9.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "201",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 34.87,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 45 to 49",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Idaho",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 5.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.8,
+          "WeightInKilograms": 113.4,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "206",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 33.23,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 80 or older",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Texas",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "Yes",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "Yes",
+          "HadArthritis": "No",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.75,
+          "WeightInKilograms": 102.06,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "208",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 32.98,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 40 to 44",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Arizona",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes every day",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Hispanic",
+          "HeightInMeters": 1.85,
+          "WeightInKilograms": 113.4,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "210",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 29.05,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 1.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "50-54",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 9.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "211",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 40.69,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "50-54",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "219",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 23.87,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "40-44",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "222",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 34.01,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 1.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "65-69",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "No",
+          "SleepTime": 6.0,
+          "Asthma": "Yes",
+          "KidneyDisease": "No",
+          "SkinCancer": "Yes",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "226",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 39.06,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 15.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "40-44",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "227",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 25.53,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "70-74",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "Yes",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Poor",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "228",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 18.29,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 30.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "70-74",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "234",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 28.25,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "70-74",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "241",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 31.47,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 75 to 79",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Ohio",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 30.0,
+          "MentalHealthDays": 30.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 10.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "Yes",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "Yes",
+          "BlindOrVisionDifficulty": "Yes",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes every day",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.68,
+          "WeightInKilograms": 88.45,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "243",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 26.13,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 55 to 59",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Ohio",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.65,
+          "WeightInKilograms": 71.21,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "245",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 24.41,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 7.0,
+          "MentalHealth": 1.0,
+          "DiffWalking": "Yes",
+          "Sex": "Male",
+          "AgeCategory": "60-64",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 5.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "247",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 22.25,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "75-79",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "249",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 31.32,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "Yes",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "75-79",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "Yes",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "250",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 22.31,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 75 to 79",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Virginia",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.63,
+          "WeightInKilograms": 58.97,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "252",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 33.29,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 70 to 74",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Puerto Rico",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "Hispanic",
+          "HeightInMeters": 1.57,
+          "WeightInKilograms": 82.55,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "258",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 29.26,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 55 to 59",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Kansas",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 3.0,
+          "MentalHealthDays": 3.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 9.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.57,
+          "WeightInKilograms": 72.57,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "260",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 21.31,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "60-64",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "261",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 23.49,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 2.0,
+          "MentalHealth": 7.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "30-34",
+          "Race": "Black",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "263",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 26.65,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "35-39",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 6.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "266",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 24.96,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 75 to 79",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Connecticut",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.65,
+          "WeightInKilograms": 68.04,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "272",
+        "features": {
+          "HeartDisease": "Yes",
+          "BMI": 25.75,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "75-79",
+          "Race": "American Indian/Alaskan Native",
+          "Diabetic": "No",
+          "PhysicalActivity": "No",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "Yes",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "278",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 26.39,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "South Carolina",
+          "GeneralHealth": "Poor",
+          "PhysicalHealthDays": 30.0,
+          "MentalHealthDays": 30.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 5.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "Yes",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "Yes",
+          "DifficultyErrands": "Yes",
+          "SmokerStatus": "Current smoker - now smokes some days",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "Multiracial, Non-Hispanic",
+          "HeightInMeters": 1.85,
+          "WeightInKilograms": 90.72,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "281",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 31.14,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "South Carolina",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 2.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "All",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "Other race only, Non-Hispanic",
+          "HeightInMeters": 1.85,
+          "WeightInKilograms": 107.05,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "283",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 26.63,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 40 to 44",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Missouri",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 5.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.68,
+          "WeightInKilograms": 74.84,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "285",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 19.9,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 1.0,
+          "MentalHealth": 5.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "18-24",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 5.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "286",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 30.43,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "25-29",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "292",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 31.09,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 30.0,
+          "MentalHealth": 30.0,
+          "DiffWalking": "Yes",
+          "Sex": "Female",
+          "AgeCategory": "50-54",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 5.0,
+          "Asthma": "Yes",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "295",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 22.31,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 35 to 39",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Washington",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": null,
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.63,
+          "WeightInKilograms": 58.97,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "305",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 35.87,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 60 to 64",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Nevada",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": 30.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "Yes",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "Yes",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.78,
+          "WeightInKilograms": 113.4,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "306",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 24.41,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 2.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "60-64",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "308",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 21.79,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 40 to 44",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Vermont",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 2.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Multiracial, Non-Hispanic",
+          "HeightInMeters": 1.68,
+          "WeightInKilograms": 61.23,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "315",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 36.9,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 40 to 44",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Missouri",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 1.0,
+          "MentalHealthDays": 1.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "Yes, but only during pregnancy (female)",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "Yes",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.63,
+          "WeightInKilograms": 97.52,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "317",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 27.46,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "30-34",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "319",
+        "features": {
+          "HeartDisease": null,
+          "BMI": null,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": null,
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Minnesota",
+          "GeneralHealth": "Poor",
+          "PhysicalHealthDays": 4.0,
+          "MentalHealthDays": 23.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 5.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "322",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 27.22,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 2.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "55-59",
+          "Race": "Other",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "324",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 22.24,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 70 to 74",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "South Dakota",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 12.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "Yes",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "Yes",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "Yes",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.78,
+          "WeightInKilograms": 70.31,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "327",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 20.36,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 60 to 64",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Georgia",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.7,
+          "WeightInKilograms": 58.97,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "332",
+        "features": {
+          "HeartDisease": null,
+          "BMI": null,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "New Mexico",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 10.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "333",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 23.96,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "75-79",
+          "Race": "White",
+          "Diabetic": "No, borderline diabetes",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "335",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 30.08,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "80 or older",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "337",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 27.44,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "Yes",
+          "Sex": "Female",
+          "AgeCategory": "65-69",
+          "Race": "White",
+          "Diabetic": "Yes",
+          "PhysicalActivity": "No",
+          "SleepTime": 9.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "338",
+        "features": {
+          "HeartDisease": null,
+          "BMI": null,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 35 to 39",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Massachusetts",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 2.0,
+          "MentalHealthDays": 15.0,
+          "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "339",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 32.69,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "70-74",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "343",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 21.97,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "45-49",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "Yes",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "346",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 24.21,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 80 or older",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Michigan",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 1.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "Yes",
+          "DifficultyErrands": "Yes",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Black only, Non-Hispanic",
+          "HeightInMeters": 1.68,
+          "WeightInKilograms": 68.04,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "347",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 43.58,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "45-49",
+          "Race": "Black",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "350",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 23.17,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "Yes",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "75-79",
+          "Race": "Hispanic",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "351",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 24.33,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 70 to 74",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Maryland",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 10.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "All",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes some days",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.73,
+          "WeightInKilograms": 72.57,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "353",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 39.16,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Oklahoma",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 4.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "Yes",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.7,
+          "WeightInKilograms": 113.4,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "358",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 23.73,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 2.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "65-69",
+          "Race": "White",
+          "Diabetic": "Yes",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "Yes",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "360",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 27.8,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 40 to 44",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Idaho",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "Yes",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.83,
+          "WeightInKilograms": 92.99,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "363",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 36.32,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Ohio",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.68,
+          "WeightInKilograms": 102.06,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Tested positive using home test without a health professional"
+        }
+      },
+      {
+        "scenario_id": "367",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 26.31,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "Yes",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "40-44",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 5.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "371",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 21.77,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 60 to 64",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Wisconsin",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes every day",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.85,
+          "WeightInKilograms": 74.84,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "379",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 27.41,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 5.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "55-59",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "380",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 27.12,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 35 to 39",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Colorado",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "Yes, but only during pregnancy (female)",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.83,
+          "WeightInKilograms": 90.72,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "381",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 25.75,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 70 to 74",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Virginia",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.63,
+          "WeightInKilograms": 68.04,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "383",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 21.62,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 40 to 44",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Nebraska",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 2.0,
+          "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.8,
+          "WeightInKilograms": 70.31,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "384",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 32.01,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 75 to 79",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "California",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 3.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "Yes",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.57,
+          "WeightInKilograms": 79.38,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "385",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 31.28,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 50 to 54",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Texas",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "Hispanic",
+          "HeightInMeters": 1.78,
+          "WeightInKilograms": 98.88,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "386",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 24.89,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "75-79",
+          "Race": "Hispanic",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 6.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "Yes",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "389",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 20.67,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 50 to 54",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Texas",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 4.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.75,
+          "WeightInKilograms": 63.5,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "390",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 22.92,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 75 to 79",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Washington",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.68,
+          "WeightInKilograms": 64.41,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "396",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 23.17,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 30.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "Yes",
+          "Sex": "Female",
+          "AgeCategory": "70-74",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "No",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "398",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 26.85,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 7.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "40-44",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "400",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 23.89,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 3.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "40-44",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 6.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "402",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 28.8,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "West Virginia",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 10.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.75,
+          "WeightInKilograms": 88.45,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "404",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 29.03,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 25 to 29",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "South Carolina",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 4.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.85,
+          "WeightInKilograms": 99.79,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "412",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 25.8,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 50 to 54",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Utah",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 14.0,
+          "MentalHealthDays": 30.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 3.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes every day",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.8,
+          "WeightInKilograms": 83.91,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "413",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 31.32,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 18 to 24",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Iowa",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 3.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.7,
+          "WeightInKilograms": 90.72,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "414",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 31.24,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 60 to 64",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Washington",
+          "GeneralHealth": "Poor",
+          "PhysicalHealthDays": 28.0,
+          "MentalHealthDays": 30.0,
+          "LastCheckupTime": null,
+          "PhysicalActivities": "No",
+          "SleepHours": 15.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "Yes",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "Yes",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "Yes",
+          "DifficultyErrands": "Yes",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.63,
+          "WeightInKilograms": 82.55,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "416",
+        "features": {
+          "HeartDisease": null,
+          "BMI": null,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 45 to 49",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Massachusetts",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 2.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.63,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "418",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 22.31,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 25 to 29",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "New York",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 5.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.63,
+          "WeightInKilograms": 58.97,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "419",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 21.26,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 18 to 24",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Florida",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 2.0,
+          "MentalHealthDays": 20.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.6,
+          "WeightInKilograms": 54.43,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "420",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 28.89,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 40 to 44",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Georgia",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.73,
+          "WeightInKilograms": 86.18,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "426",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 24.33,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 45 to 49",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "New Hampshire",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.73,
+          "WeightInKilograms": 72.57,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "427",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 28.89,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 80 or older",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Florida",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 5.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.73,
+          "WeightInKilograms": 86.18,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "429",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 21.79,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 4.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "65-69",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 10.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "431",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 28.41,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "Yes",
+          "PhysicalHealth": 30.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "Yes",
+          "Sex": "Male",
+          "AgeCategory": "75-79",
+          "Race": "White",
+          "Diabetic": "Yes",
+          "PhysicalActivity": "No",
+          "SleepTime": 4.0,
+          "Asthma": "No",
+          "KidneyDisease": "Yes",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "432",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 30.13,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "Yes",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "45-49",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "No",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "435",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 28.19,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 70 to 74",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Mississippi",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 5.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "Yes",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes every day",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.7,
+          "WeightInKilograms": 81.65,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "439",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 19.77,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 1.0,
+          "MentalHealth": 30.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "18-24",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 10.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "442",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 25.09,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "30-34",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "Yes",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "444",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 29.54,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 18 to 24",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Alaska",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 30.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 10.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.68,
+          "WeightInKilograms": 83.01,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "445",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 19.97,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "60-64",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "No",
+          "SleepTime": 4.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "447",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 24.65,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 55 to 59",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Utah",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.88,
+          "WeightInKilograms": 87.09,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "450",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 25.0,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 60 to 64",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Kansas",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes some days",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.91,
+          "WeightInKilograms": 90.72,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "451",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 28.75,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Maine",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 15.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "Yes",
+          "HadAngina": "Yes",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "Yes",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes every day",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.91,
+          "WeightInKilograms": 104.33,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "457",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 32.01,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "South Carolina",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 5.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "Yes",
+          "HadStroke": "Yes",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "Yes",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "Black only, Non-Hispanic",
+          "HeightInMeters": 1.57,
+          "WeightInKilograms": 79.38,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": null,
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "459",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 28.13,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 60 to 64",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Connecticut",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 5.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.73,
+          "WeightInKilograms": 83.91,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "462",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 22.67,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 30 to 34",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Michigan",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 10.0,
+          "LastCheckupTime": "5 or more years ago",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 4.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No, pre-diabetes or borderline diabetes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.55,
+          "WeightInKilograms": 54.43,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Tested positive using home test without a health professional"
+        }
+      },
+      {
+        "scenario_id": "464",
+        "features": {
+          "HeartDisease": null,
+          "BMI": null,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Connecticut",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 30.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.65,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "465",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 28.25,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 70 to 74",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Arizona",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.68,
+          "WeightInKilograms": 79.38,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": null,
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "466",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 34.17,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 45 to 49",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "South Dakota",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 5.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.8,
+          "WeightInKilograms": 111.13,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "469",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 24.37,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 35 to 39",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Florida",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 10.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "Black only, Non-Hispanic",
+          "HeightInMeters": 1.75,
+          "WeightInKilograms": 74.84,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "470",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 24.41,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 75 to 79",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Missouri",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 9.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "Yes",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "Black only, Non-Hispanic",
+          "HeightInMeters": 1.8,
+          "WeightInKilograms": 79.38,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "474",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 27.12,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 60 to 64",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Kentucky",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes every day",
+          "ECigaretteUsage": "Use them some days",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.83,
+          "WeightInKilograms": 90.72,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "475",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 21.12,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Nebraska",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.75,
+          "WeightInKilograms": 64.86,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "478",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 19.77,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 25 to 29",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Virginia",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 30.0,
+          "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 10.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Use them every day",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.73,
+          "WeightInKilograms": 58.97,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "481",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 40.76,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "Yes",
+          "PhysicalHealth": 1.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "80 or older",
+          "Race": "White",
+          "Diabetic": "Yes",
+          "PhysicalActivity": "No",
+          "SleepTime": 2.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "484",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 24.97,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 80 or older",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Alaska",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 9.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "Yes",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "Yes",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "Yes",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": null,
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.8,
+          "WeightInKilograms": 81.19,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "491",
+        "features": {
+          "HeartDisease": "Yes",
+          "BMI": 28.7,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "65-69",
+          "Race": "Other",
+          "Diabetic": "Yes",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 6.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "492",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 22.15,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "30-34",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 6.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "493",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 25.1,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "60-64",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "Yes",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "495",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 22.67,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "30-34",
+          "Race": "Asian",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "497",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 21.63,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 70 to 74",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Michigan",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.65,
+          "WeightInKilograms": 58.97,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "498",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 25.62,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 2.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "25-29",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "499",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 27.06,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 60 to 64",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Florida",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "Yes",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes some days",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.73,
+          "WeightInKilograms": 80.74,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "500",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 32.28,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 60 to 64",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Colorado",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 15.0,
+          "MentalHealthDays": 8.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 9.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "Yes",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.68,
+          "WeightInKilograms": 90.72,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      }
+    ],
+    "target_column": "GeneralHealth",
+    "task_sub_type": "classification",
+    "ranking_ground_truth": {
+      "top_k_ids": [
+        "008",
+        "020",
+        "021",
+        "023",
+        "034",
+        "043",
+        "045",
+        "056",
+        "065",
+        "096",
+        "104",
+        "108",
+        "129",
+        "140",
+        "143",
+        "154",
+        "157",
+        "158",
+        "160",
+        "179",
+        "193",
+        "197",
+        "208",
+        "211",
+        "222",
+        "228",
+        "252",
+        "285",
+        "317",
+        "335",
+        "337",
+        "351",
+        "353",
+        "367",
+        "396",
+        "435",
+        "444",
+        "492",
+        "493",
+        "495"
+      ]
     },
-    "final_decision": {},
-    "what_if": {},
-    "ground_truth": {
-        "extracted_features": [
-            {
-                "scenario_id": "001",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 24.41,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 80 or older",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "New Mexico",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 10.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "Yes",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No, pre-diabetes or borderline diabetes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.83,
-                    "WeightInKilograms": 81.65,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "002",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 22.65,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Massachusetts",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 3.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 10.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "Yes",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Use them every day",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.52,
-                    "WeightInKilograms": 52.62,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "004",
-                "features": {
-                    "HeartDisease": "Yes",
-                    "BMI": 26.33,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "Yes",
-                    "Sex": "Female",
-                    "AgeCategory": "80 or older",
-                    "Race": "Hispanic",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "No",
-                    "GenHealth": "Very good",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "005",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 33.99,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 75 to 79",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Nebraska",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 6.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "Yes",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.63,
-                    "WeightInKilograms": 89.81,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "006",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 38.74,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Virginia",
-                    "GeneralHealth": "Poor",
-                    "PhysicalHealthDays": 30.0,
-                    "MentalHealthDays": 5.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.68,
-                    "WeightInKilograms": 108.86,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "007",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 22.24,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "45-49",
-                    "Race": "Black",
-                    "Diabetic": "Yes",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "008",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 28.19,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 14.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "Yes",
-                    "Sex": "Male",
-                    "AgeCategory": "60-64",
-                    "Race": "White",
-                    "Diabetic": "Yes",
-                    "PhysicalActivity": "No",
-                    "GenHealth": "Good",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "013",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 25.1,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "70-74",
-                    "Race": "White",
-                    "Diabetic": "Yes",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Excellent",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "Yes",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "017",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 31.0,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 30.0,
-                    "MentalHealth": 30.0,
-                    "DiffWalking": "Yes",
-                    "Sex": "Female",
-                    "AgeCategory": "50-54",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Poor",
-                    "SleepTime": 7.0,
-                    "Asthma": "Yes",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "020",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 32.28,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "35-39",
-                    "Race": "White",
-                    "Diabetic": "Yes",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 6.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "021",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 27.87,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Nebraska",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "5 or more years ago",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.91,
-                    "WeightInKilograms": 101.15,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "022",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 18.6,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "60-64",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Excellent",
-                    "SleepTime": 6.0,
-                    "Asthma": "Yes",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "023",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 44.76,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 2.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "35-39",
-                    "Race": "White",
-                    "Diabetic": "Yes",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 6.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "030",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 28.19,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 30.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "60-64",
-                    "Race": "Black",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "No",
-                    "GenHealth": "Excellent",
-                    "SleepTime": 6.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "031",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 27.4,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "65-69",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "032",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 30.41,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Maryland",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.73,
-                    "WeightInKilograms": 90.72,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "034",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 39.16,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 35 to 39",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Wisconsin",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 4.0,
-                    "MentalHealthDays": 5.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes some days",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.88,
-                    "WeightInKilograms": 138.35,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "036",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 24.62,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "60-64",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "038",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 23.71,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 15.0,
-                    "MentalHealth": 6.0,
-                    "DiffWalking": "Yes",
-                    "Sex": "Male",
-                    "AgeCategory": "55-59",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Fair",
-                    "SleepTime": 6.0,
-                    "Asthma": "Yes",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "040",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 26.54,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 30 to 34",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Iowa",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes some days",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.78,
-                    "WeightInKilograms": 83.91,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Tested positive using home test without a health professional"
-                }
-            },
-            {
-                "scenario_id": "042",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 31.93,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Washington",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.63,
-                    "WeightInKilograms": 84.37,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "043",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 19.69,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 80 or older",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Iowa",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.68,
-                    "WeightInKilograms": 55.34,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "044",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 25.61,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 6.0,
-                    "MentalHealth": 20.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "18-24",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 8.0,
-                    "Asthma": "Yes",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "045",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 40.72,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 1.0,
-                    "MentalHealth": 1.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "25-29",
-                    "Race": "Black",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 5.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "056",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 38.73,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 2.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "25-29",
-                    "Race": "American Indian/Alaskan Native",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 7.0,
-                    "Asthma": "Yes",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "057",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 19.46,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 3.0,
-                    "MentalHealth": 10.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "18-24",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "059",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 23.49,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 35 to 39",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Rhode Island",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 3.0,
-                    "MentalHealthDays": 2.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "Yes",
-                    "HadAngina": "Yes",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Hispanic",
-                    "HeightInMeters": 1.65,
-                    "WeightInKilograms": 63.96,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "065",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 20.92,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "40-44",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 6.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "067",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 25.68,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Connecticut",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 5.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.88,
-                    "WeightInKilograms": 90.72,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "071",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 28.84,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "70-74",
-                    "Race": "Black",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Excellent",
-                    "SleepTime": 10.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "073",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 29.18,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 60 to 64",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Iowa",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.63,
-                    "WeightInKilograms": 77.11,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "075",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 29.95,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 8.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "55-59",
-                    "Race": "Hispanic",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Excellent",
-                    "SleepTime": 9.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "076",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 33.2,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 15.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "40-44",
-                    "Race": "Other",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Fair",
-                    "SleepTime": 5.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "077",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 35.51,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "70-74",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "No",
-                    "GenHealth": "Very good",
-                    "SleepTime": 8.0,
-                    "Asthma": "Yes",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "080",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 22.71,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 18 to 24",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Virginia",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 2.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.7,
-                    "WeightInKilograms": 65.77,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "081",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 32.61,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "Yes",
-                    "PhysicalHealth": 5.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "80 or older",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 6.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "082",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 28.94,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 60 to 64",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Florida",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.75,
-                    "WeightInKilograms": 88.9,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "084",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 29.16,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 75 to 79",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Colorado",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.83,
-                    "WeightInKilograms": 97.52,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "085",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 22.4,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 60 to 64",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "New Mexico",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 7.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.7,
-                    "WeightInKilograms": 64.86,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "089",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 27.26,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Vermont",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "Yes",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.78,
-                    "WeightInKilograms": 86.18,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "090",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 24.03,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 45 to 49",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Texas",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 15.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 10.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "Yes",
-                    "HadAngina": "Yes",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "Yes",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes every day",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.63,
-                    "WeightInKilograms": 63.5,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "092",
-                "features": {
-                    "HeartDisease": "Yes",
-                    "BMI": 29.18,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "Yes",
-                    "Sex": "Male",
-                    "AgeCategory": "75-79",
-                    "Race": "Hispanic",
-                    "Diabetic": "Yes",
-                    "PhysicalActivity": "No",
-                    "GenHealth": "Fair",
-                    "SleepTime": 10.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "094",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 16.64,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "80 or older",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "095",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 20.12,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 75 to 79",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Michigan",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": null,
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.57,
-                    "WeightInKilograms": 49.9,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "096",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 41.88,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 55 to 59",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Nebraska",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 3.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "Yes",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.63,
-                    "WeightInKilograms": 110.68,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "097",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 36.32,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 25 to 29",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Guam",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes every day",
-                    "ECigaretteUsage": "Use them every day",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Hispanic",
-                    "HeightInMeters": 1.68,
-                    "WeightInKilograms": 102.06,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "Yes",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "098",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 29.05,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "45-49",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 7.0,
-                    "Asthma": "Yes",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "102",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 32.55,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Indiana",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 4.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "Yes",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes every day",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.83,
-                    "WeightInKilograms": 108.86,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "103",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 19.9,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 45 to 49",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Utah",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.88,
-                    "WeightInKilograms": 70.31,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "104",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 30.23,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "40-44",
-                    "Race": "Hispanic",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "105",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": null,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 45 to 49",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "North Carolina",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": "Other race only, Non-Hispanic",
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "107",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 33.66,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 30 to 34",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Colorado",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 15.0,
-                    "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "Yes",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Use them every day",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.6,
-                    "WeightInKilograms": 86.18,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "108",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 22.31,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 55 to 59",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "New Mexico",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": 1.63,
-                    "WeightInKilograms": 58.97,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "119",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 24.33,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 75 to 79",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Iowa",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 1.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "Yes",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.73,
-                    "WeightInKilograms": 72.57,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "123",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 22.46,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 40 to 44",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Washington",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 1.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 5.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.65,
-                    "WeightInKilograms": 61.23,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "124",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 21.63,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 55 to 59",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Utah",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.65,
-                    "WeightInKilograms": 58.97,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "126",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 26.63,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 25 to 29",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Maryland",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "Black only, Non-Hispanic",
-                    "HeightInMeters": 1.68,
-                    "WeightInKilograms": 74.84,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "127",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 25.84,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 1.0,
-                    "MentalHealth": 5.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "75-79",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "129",
-                "features": {
-                    "HeartDisease": "Yes",
-                    "BMI": 36.18,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 5.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "50-54",
-                    "Race": "American Indian/Alaskan Native",
-                    "Diabetic": "Yes",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 6.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "131",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 26.09,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 75 to 79",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Florida",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "Yes",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.63,
-                    "WeightInKilograms": 68.95,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "132",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 27.46,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 50 to 54",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Missouri",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 30.0,
-                    "MentalHealthDays": 30.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 5.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "Yes",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "Yes",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes every day",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "Black only, Non-Hispanic",
-                    "HeightInMeters": 1.63,
-                    "WeightInKilograms": 72.57,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "133",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 20.25,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 16.0,
-                    "MentalHealth": 30.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "25-29",
-                    "Race": "Hispanic",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 6.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "138",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 27.37,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 50 to 54",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Georgia",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.73,
-                    "WeightInKilograms": 81.65,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "139",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 31.0,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 75 to 79",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Florida",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 2.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "Yes",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "Yes",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.6,
-                    "WeightInKilograms": 79.38,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "140",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 36.05,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 50 to 54",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "California",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 15.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes every day",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.63,
-                    "WeightInKilograms": 95.25,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "142",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 25.23,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 60 to 64",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Maryland",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Black only, Non-Hispanic",
-                    "HeightInMeters": 1.83,
-                    "WeightInKilograms": 84.37,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "143",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 31.89,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 80 or older",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Kansas",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.6,
-                    "WeightInKilograms": 81.65,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "148",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 33.28,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 60 to 64",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "South Dakota",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 4.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "Yes",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No, pre-diabetes or borderline diabetes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.65,
-                    "WeightInKilograms": 90.72,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "151",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 29.26,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "60-64",
-                    "Race": "Asian",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Fair",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "154",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 29.26,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 30.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "60-64",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "156",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 18.25,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "45-49",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Excellent",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "157",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 27.07,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 14.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "30-34",
-                    "Race": "Hispanic",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "No",
-                    "GenHealth": "Good",
-                    "SleepTime": 6.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "158",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 39.11,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 2.0,
-                    "MentalHealth": 10.0,
-                    "DiffWalking": "Yes",
-                    "Sex": "Female",
-                    "AgeCategory": "65-69",
-                    "Race": "White",
-                    "Diabetic": "Yes",
-                    "PhysicalActivity": "No",
-                    "GenHealth": "Good",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "160",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 35.78,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 18 to 24",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Rhode Island",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.6,
-                    "WeightInKilograms": 91.63,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "161",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 24.75,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 45 to 49",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Utah",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 25.0,
-                    "MentalHealthDays": 30.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 5.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "Yes",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.7,
-                    "WeightInKilograms": 71.67,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "163",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 37.86,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "Yes",
-                    "Sex": "Female",
-                    "AgeCategory": "60-64",
-                    "Race": "Hispanic",
-                    "Diabetic": "Yes",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Fair",
-                    "SleepTime": 5.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "167",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 22.14,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 75 to 79",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Washington",
-                    "GeneralHealth": "Poor",
-                    "PhysicalHealthDays": 30.0,
-                    "MentalHealthDays": 5.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "Yes",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "Yes",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "Yes",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes some days",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.6,
-                    "WeightInKilograms": 56.7,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "171",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 22.62,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 50 to 54",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Puerto Rico",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Hispanic",
-                    "HeightInMeters": 1.5,
-                    "WeightInKilograms": 50.8,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "172",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 19.89,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "Yes",
-                    "Stroke": "No",
-                    "PhysicalHealth": 2.0,
-                    "MentalHealth": 2.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "45-49",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "173",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 21.95,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 35 to 39",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Maryland",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 8.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "Black only, Non-Hispanic",
-                    "HeightInMeters": 1.57,
-                    "WeightInKilograms": 54.43,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "175",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 41.01,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "New Hampshire",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "Yes",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.52,
-                    "WeightInKilograms": 95.25,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "179",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 21.46,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 1.0,
-                    "MentalHealth": 2.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "40-44",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 7.0,
-                    "Asthma": "Yes",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "182",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 18.47,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 18 to 24",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Colorado",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Use them some days",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Hispanic",
-                    "HeightInMeters": 1.85,
-                    "WeightInKilograms": 63.5,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "189",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 25.83,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Iowa",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "Yes",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.78,
-                    "WeightInKilograms": 81.65,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "193",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 39.48,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "Yes",
-                    "Sex": "Female",
-                    "AgeCategory": "70-74",
-                    "Race": "White",
-                    "Diabetic": "Yes",
-                    "PhysicalActivity": "No",
-                    "GenHealth": "Good",
-                    "SleepTime": 7.0,
-                    "Asthma": "Yes",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "196",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": null,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 70 to 74",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "New Hampshire",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "197",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 25.33,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 60 to 64",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "South Carolina",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes some days",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "Black only, Non-Hispanic",
-                    "HeightInMeters": 1.6,
-                    "WeightInKilograms": 64.86,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "199",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 22.14,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "60-64",
-                    "Race": "Asian",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 9.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "201",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 34.87,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 45 to 49",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Idaho",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 5.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.8,
-                    "WeightInKilograms": 113.4,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "206",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 33.23,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 80 or older",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Texas",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "Yes",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "Yes",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.75,
-                    "WeightInKilograms": 102.06,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "208",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 32.98,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 40 to 44",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Arizona",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes every day",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Hispanic",
-                    "HeightInMeters": 1.85,
-                    "WeightInKilograms": 113.4,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "210",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 29.05,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 1.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "50-54",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 9.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "211",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 40.69,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "50-54",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "219",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 23.87,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "40-44",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "222",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 34.01,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 1.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "65-69",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "No",
-                    "GenHealth": "Good",
-                    "SleepTime": 6.0,
-                    "Asthma": "Yes",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "Yes",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "226",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 39.06,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 15.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "40-44",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "227",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 25.53,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "70-74",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Poor",
-                    "SleepTime": 7.0,
-                    "Asthma": "Yes",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "228",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 18.29,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 30.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "70-74",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "234",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 28.25,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "70-74",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Excellent",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "241",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 31.47,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 75 to 79",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Ohio",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 30.0,
-                    "MentalHealthDays": 30.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 10.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "Yes",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "Yes",
-                    "BlindOrVisionDifficulty": "Yes",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes every day",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.68,
-                    "WeightInKilograms": 88.45,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "243",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 26.13,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 55 to 59",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Ohio",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.65,
-                    "WeightInKilograms": 71.21,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "245",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 24.41,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 7.0,
-                    "MentalHealth": 1.0,
-                    "DiffWalking": "Yes",
-                    "Sex": "Male",
-                    "AgeCategory": "60-64",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 5.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "247",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 22.25,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "75-79",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Excellent",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "249",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 31.32,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "Yes",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "75-79",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 7.0,
-                    "Asthma": "Yes",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "250",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 22.31,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 75 to 79",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Virginia",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.63,
-                    "WeightInKilograms": 58.97,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "252",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 33.29,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 70 to 74",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Puerto Rico",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "Hispanic",
-                    "HeightInMeters": 1.57,
-                    "WeightInKilograms": 82.55,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "258",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 29.26,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 55 to 59",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Kansas",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 3.0,
-                    "MentalHealthDays": 3.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 9.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.57,
-                    "WeightInKilograms": 72.57,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "260",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 21.31,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "60-64",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "261",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 23.49,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 2.0,
-                    "MentalHealth": 7.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "30-34",
-                    "Race": "Black",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Excellent",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "263",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 26.65,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "35-39",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 6.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "266",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 24.96,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 75 to 79",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Connecticut",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.65,
-                    "WeightInKilograms": 68.04,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "272",
-                "features": {
-                    "HeartDisease": "Yes",
-                    "BMI": 25.75,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "75-79",
-                    "Race": "American Indian/Alaskan Native",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "No",
-                    "GenHealth": "Very good",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "Yes",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "278",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 26.39,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "South Carolina",
-                    "GeneralHealth": "Poor",
-                    "PhysicalHealthDays": 30.0,
-                    "MentalHealthDays": 30.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 5.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "Yes",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "Yes",
-                    "DifficultyErrands": "Yes",
-                    "SmokerStatus": "Current smoker - now smokes some days",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "Multiracial, Non-Hispanic",
-                    "HeightInMeters": 1.85,
-                    "WeightInKilograms": 90.72,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "281",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 31.14,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "South Carolina",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 2.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "All",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "Other race only, Non-Hispanic",
-                    "HeightInMeters": 1.85,
-                    "WeightInKilograms": 107.05,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "283",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 26.63,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 40 to 44",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Missouri",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 5.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.68,
-                    "WeightInKilograms": 74.84,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "285",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 19.9,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 1.0,
-                    "MentalHealth": 5.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "18-24",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 5.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "286",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 30.43,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "25-29",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "292",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 31.09,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 30.0,
-                    "MentalHealth": 30.0,
-                    "DiffWalking": "Yes",
-                    "Sex": "Female",
-                    "AgeCategory": "50-54",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Fair",
-                    "SleepTime": 5.0,
-                    "Asthma": "Yes",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "295",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 22.31,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 35 to 39",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Washington",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.63,
-                    "WeightInKilograms": 58.97,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "305",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 35.87,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 60 to 64",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Nevada",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": 30.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "Yes",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "Yes",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.78,
-                    "WeightInKilograms": 113.4,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "306",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 24.41,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 2.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "60-64",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Excellent",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "308",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 21.79,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 40 to 44",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Vermont",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 2.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Multiracial, Non-Hispanic",
-                    "HeightInMeters": 1.68,
-                    "WeightInKilograms": 61.23,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "315",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 36.9,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 40 to 44",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Missouri",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 1.0,
-                    "MentalHealthDays": 1.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "Yes, but only during pregnancy (female)",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "Yes",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.63,
-                    "WeightInKilograms": 97.52,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "317",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 27.46,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "30-34",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "319",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": null,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": null,
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Minnesota",
-                    "GeneralHealth": "Poor",
-                    "PhysicalHealthDays": 4.0,
-                    "MentalHealthDays": 23.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 5.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "322",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 27.22,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 2.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "55-59",
-                    "Race": "Other",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "324",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 22.24,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 70 to 74",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "South Dakota",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 12.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "Yes",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "Yes",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "Yes",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.78,
-                    "WeightInKilograms": 70.31,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "327",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 20.36,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 60 to 64",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Georgia",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.7,
-                    "WeightInKilograms": 58.97,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "332",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": null,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "New Mexico",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 10.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "333",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 23.96,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "75-79",
-                    "Race": "White",
-                    "Diabetic": "No, borderline diabetes",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Excellent",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "335",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 30.08,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "80 or older",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "337",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 27.44,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "Yes",
-                    "Sex": "Female",
-                    "AgeCategory": "65-69",
-                    "Race": "White",
-                    "Diabetic": "Yes",
-                    "PhysicalActivity": "No",
-                    "GenHealth": "Good",
-                    "SleepTime": 9.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "338",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": null,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 35 to 39",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Massachusetts",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 2.0,
-                    "MentalHealthDays": 15.0,
-                    "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "339",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 32.69,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "70-74",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "343",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 21.97,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "45-49",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Excellent",
-                    "SleepTime": 7.0,
-                    "Asthma": "Yes",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "346",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 24.21,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 80 or older",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Michigan",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 1.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "Yes",
-                    "DifficultyErrands": "Yes",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Black only, Non-Hispanic",
-                    "HeightInMeters": 1.68,
-                    "WeightInKilograms": 68.04,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "347",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 43.58,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "45-49",
-                    "Race": "Black",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "350",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 23.17,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "Yes",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "75-79",
-                    "Race": "Hispanic",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Excellent",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "351",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 24.33,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 70 to 74",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Maryland",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 10.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "All",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes some days",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.73,
-                    "WeightInKilograms": 72.57,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "353",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 39.16,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Oklahoma",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 4.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "Yes",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.7,
-                    "WeightInKilograms": 113.4,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "358",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 23.73,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 2.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "65-69",
-                    "Race": "White",
-                    "Diabetic": "Yes",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Fair",
-                    "SleepTime": 7.0,
-                    "Asthma": "Yes",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "360",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 27.8,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 40 to 44",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Idaho",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "Yes",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.83,
-                    "WeightInKilograms": 92.99,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "363",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 36.32,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Ohio",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.68,
-                    "WeightInKilograms": 102.06,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Tested positive using home test without a health professional"
-                }
-            },
-            {
-                "scenario_id": "367",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 26.31,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "Yes",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "40-44",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 5.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "371",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 21.77,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 60 to 64",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Wisconsin",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes every day",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.85,
-                    "WeightInKilograms": 74.84,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "379",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 27.41,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 5.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "55-59",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "380",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 27.12,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 35 to 39",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Colorado",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "Yes, but only during pregnancy (female)",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.83,
-                    "WeightInKilograms": 90.72,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "381",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 25.75,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 70 to 74",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Virginia",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.63,
-                    "WeightInKilograms": 68.04,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "383",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 21.62,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 40 to 44",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Nebraska",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 2.0,
-                    "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.8,
-                    "WeightInKilograms": 70.31,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "384",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 32.01,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 75 to 79",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "California",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 3.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "Yes",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.57,
-                    "WeightInKilograms": 79.38,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "385",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 31.28,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 50 to 54",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Texas",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "Hispanic",
-                    "HeightInMeters": 1.78,
-                    "WeightInKilograms": 98.88,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "386",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 24.89,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "75-79",
-                    "Race": "Hispanic",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 6.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "Yes",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "389",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 20.67,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 50 to 54",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Texas",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 4.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.75,
-                    "WeightInKilograms": 63.5,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "390",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 22.92,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 75 to 79",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Washington",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.68,
-                    "WeightInKilograms": 64.41,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "396",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 23.17,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 30.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "Yes",
-                    "Sex": "Female",
-                    "AgeCategory": "70-74",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "No",
-                    "GenHealth": "Good",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "398",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 26.85,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 7.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "40-44",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "400",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 23.89,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 3.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "40-44",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 6.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "402",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 28.8,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "West Virginia",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 10.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.75,
-                    "WeightInKilograms": 88.45,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "404",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 29.03,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 25 to 29",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "South Carolina",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 4.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.85,
-                    "WeightInKilograms": 99.79,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "412",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 25.8,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 50 to 54",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Utah",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 14.0,
-                    "MentalHealthDays": 30.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 3.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes every day",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.8,
-                    "WeightInKilograms": 83.91,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "413",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 31.32,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 18 to 24",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Iowa",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 3.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.7,
-                    "WeightInKilograms": 90.72,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "414",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 31.24,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 60 to 64",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Washington",
-                    "GeneralHealth": "Poor",
-                    "PhysicalHealthDays": 28.0,
-                    "MentalHealthDays": 30.0,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": "No",
-                    "SleepHours": 15.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "Yes",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "Yes",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "Yes",
-                    "DifficultyErrands": "Yes",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.63,
-                    "WeightInKilograms": 82.55,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "416",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": null,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 45 to 49",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Massachusetts",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 2.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.63,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "418",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 22.31,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 25 to 29",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "New York",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 5.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.63,
-                    "WeightInKilograms": 58.97,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "419",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 21.26,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 18 to 24",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Florida",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 2.0,
-                    "MentalHealthDays": 20.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.6,
-                    "WeightInKilograms": 54.43,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "420",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 28.89,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 40 to 44",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Georgia",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.73,
-                    "WeightInKilograms": 86.18,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "426",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 24.33,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 45 to 49",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "New Hampshire",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.73,
-                    "WeightInKilograms": 72.57,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "427",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 28.89,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 80 or older",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Florida",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 5.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.73,
-                    "WeightInKilograms": 86.18,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "429",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 21.79,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 4.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "65-69",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 10.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "431",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 28.41,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "Yes",
-                    "PhysicalHealth": 30.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "Yes",
-                    "Sex": "Male",
-                    "AgeCategory": "75-79",
-                    "Race": "White",
-                    "Diabetic": "Yes",
-                    "PhysicalActivity": "No",
-                    "GenHealth": "Fair",
-                    "SleepTime": 4.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "Yes",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "432",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 30.13,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "Yes",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "45-49",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "No",
-                    "GenHealth": "Very good",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "435",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 28.19,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 70 to 74",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Mississippi",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 5.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "Yes",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes every day",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.7,
-                    "WeightInKilograms": 81.65,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "439",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 19.77,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 1.0,
-                    "MentalHealth": 30.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "18-24",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 10.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "442",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 25.09,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "30-34",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 8.0,
-                    "Asthma": "Yes",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "444",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 29.54,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 18 to 24",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Alaska",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 30.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 10.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.68,
-                    "WeightInKilograms": 83.01,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "445",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 19.97,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "60-64",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "No",
-                    "GenHealth": "Excellent",
-                    "SleepTime": 4.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "447",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 24.65,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 55 to 59",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Utah",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.88,
-                    "WeightInKilograms": 87.09,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "450",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 25.0,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 60 to 64",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Kansas",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes some days",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.91,
-                    "WeightInKilograms": 90.72,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "451",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 28.75,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Maine",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 15.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "Yes",
-                    "HadAngina": "Yes",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "Yes",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes every day",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.91,
-                    "WeightInKilograms": 104.33,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "457",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 32.01,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "South Carolina",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 5.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "Yes",
-                    "HadStroke": "Yes",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "Yes",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "Black only, Non-Hispanic",
-                    "HeightInMeters": 1.57,
-                    "WeightInKilograms": 79.38,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": null,
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "459",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 28.13,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 60 to 64",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Connecticut",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 5.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.73,
-                    "WeightInKilograms": 83.91,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "462",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 22.67,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 30 to 34",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Michigan",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 10.0,
-                    "LastCheckupTime": "5 or more years ago",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 4.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No, pre-diabetes or borderline diabetes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.55,
-                    "WeightInKilograms": 54.43,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Tested positive using home test without a health professional"
-                }
-            },
-            {
-                "scenario_id": "464",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": null,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Connecticut",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 30.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.65,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "465",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 28.25,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 70 to 74",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Arizona",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.68,
-                    "WeightInKilograms": 79.38,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": null,
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "466",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 34.17,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 45 to 49",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "South Dakota",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 5.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.8,
-                    "WeightInKilograms": 111.13,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "469",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 24.37,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 35 to 39",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Florida",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 10.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "Black only, Non-Hispanic",
-                    "HeightInMeters": 1.75,
-                    "WeightInKilograms": 74.84,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "470",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 24.41,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 75 to 79",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Missouri",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 9.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "Yes",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "Black only, Non-Hispanic",
-                    "HeightInMeters": 1.8,
-                    "WeightInKilograms": 79.38,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "474",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 27.12,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 60 to 64",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Kentucky",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes every day",
-                    "ECigaretteUsage": "Use them some days",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.83,
-                    "WeightInKilograms": 90.72,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "475",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 21.12,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Nebraska",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.75,
-                    "WeightInKilograms": 64.86,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "478",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 19.77,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 25 to 29",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Virginia",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 30.0,
-                    "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 10.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Use them every day",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.73,
-                    "WeightInKilograms": 58.97,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "481",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 40.76,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "Yes",
-                    "PhysicalHealth": 1.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "80 or older",
-                    "Race": "White",
-                    "Diabetic": "Yes",
-                    "PhysicalActivity": "No",
-                    "GenHealth": "Very good",
-                    "SleepTime": 2.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "484",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 24.97,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 80 or older",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Alaska",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 9.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "Yes",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "Yes",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "Yes",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.8,
-                    "WeightInKilograms": 81.19,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "491",
-                "features": {
-                    "HeartDisease": "Yes",
-                    "BMI": 28.7,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "65-69",
-                    "Race": "Other",
-                    "Diabetic": "Yes",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Fair",
-                    "SleepTime": 6.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "492",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 22.15,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "30-34",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 6.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "493",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 25.1,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "60-64",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 7.0,
-                    "Asthma": "Yes",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "495",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 22.67,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "30-34",
-                    "Race": "Asian",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "497",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 21.63,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 70 to 74",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Michigan",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.65,
-                    "WeightInKilograms": 58.97,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "498",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 25.62,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 2.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "25-29",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "499",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 27.06,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 60 to 64",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Florida",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "Yes",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes some days",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.73,
-                    "WeightInKilograms": 80.74,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "500",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 32.28,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 60 to 64",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Colorado",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 15.0,
-                    "MentalHealthDays": 8.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 9.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "Yes",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.68,
-                    "WeightInKilograms": 90.72,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            }
-        ],
-        "target_column": "GeneralHealth",
-        "task_sub_type": "classification",
-        "ranking_ground_truth": {
-            "top_k_ids": [
-                "021",
-                "034",
-                "043",
-                "096",
-                "108",
-                "140",
-                "143",
-                "160",
-                "197",
-                "208",
-                "252",
-                "351",
-                "353",
-                "435",
-                "444"
-            ]
-        },
-        "active_filters": [],
-        "target_class_value": "good"
-    },
-    "response": "",
-    "evaluation_score": {}
-}
\ No newline at end of file
+    "active_filters": [],
+    "target_class_value": "good"
+  },
+  "response": "",
+  "evaluation_score": {}
+}
diff --git a/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_004/current.csv b/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_004/current.csv
index 1eeb83c0299a9d56dda7442b73e08103afb51331..3a8fa31ac8284a3bfec2128f659ead1ff3aa4086 100644
--- a/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_004/current.csv
+++ b/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_004/current.csv
@@ -1,201 +1,201 @@
-HeartDisease,BMI,Smoking,AlcoholDrinking,Stroke,PhysicalHealth,MentalHealth,DiffWalking,Sex,AgeCategory,Race,Diabetic,PhysicalActivity,GenHealth,SleepTime,Asthma,KidneyDisease,SkinCancer,State,PhysicalHealthDays,MentalHealthDays,LastCheckupTime,PhysicalActivities,SleepHours,RemovedTeeth,HadHeartAttack,HadAngina,HadStroke,HadAsthma,HadSkinCancer,HadCOPD,HadDepressiveDisorder,HadKidneyDisease,HadArthritis,HadDiabetes,DeafOrHardOfHearing,BlindOrVisionDifficulty,DifficultyConcentrating,DifficultyWalking,DifficultyDressingBathing,DifficultyErrands,SmokerStatus,ECigaretteUsage,ChestScan,RaceEthnicityCategory,HeightInMeters,WeightInKilograms,AlcoholDrinkers,HIVTesting,FluVaxLast12,PneumoVaxEver,TetanusLast10Tdap,HighRiskLastYear,CovidPos
-,24.41,,,,,,,Male,Age 80 or older,,,,,,,,,New Mexico,0.0,0.0,Within past year (anytime less than 12 months ago),No,10.0,1 to 5,No,No,No,No,Yes,No,No,No,Yes,"No, pre-diabetes or borderline diabetes",No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.83,81.65,Yes,No,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,Yes
-,22.65,,,,,,,Female,Age 65 to 69,,,,,,,,,Massachusetts,0.0,3.0,Within past year (anytime less than 12 months ago),Yes,10.0,1 to 5,No,No,No,No,No,No,No,No,Yes,No,Yes,No,No,No,No,No,Former smoker,Use them every day,No,"White only, Non-Hispanic",1.52,52.62,No,No,Yes,No,"Yes, received tetanus shot but not sure what type",No,No
-Yes,26.33,Yes,No,No,0.0,0.0,Yes,Female,80 or older,Hispanic,No,No,Very good,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,33.99,,,,,,,Female,Age 75 to 79,,,,,,,,,Nebraska,0.0,6.0,Within past year (anytime less than 12 months ago),Yes,7.0,"6 or more, but not all",No,No,Yes,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.63,89.81,No,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
-,38.74,,,,,,,Female,Age 65 to 69,,,,,,,,,Virginia,30.0,5.0,Within past year (anytime less than 12 months ago),No,6.0,None of them,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.68,108.86,No,No,Yes,Yes,"Yes, received tetanus shot, but not Tdap",No,No
-No,22.24,No,No,No,0.0,0.0,No,Male,45-49,Black,Yes,Yes,Very good,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,28.19,Yes,No,No,14.0,0.0,Yes,Male,60-64,White,Yes,No,Good,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,25.1,No,No,No,0.0,0.0,No,Male,70-74,White,Yes,Yes,Excellent,8.0,No,No,Yes,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,31.0,No,No,No,30.0,30.0,Yes,Female,50-54,White,No,Yes,Poor,7.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,32.28,Yes,No,No,0.0,0.0,No,Male,35-39,White,Yes,Yes,Good,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,27.87,,,,,,,Male,Age 65 to 69,,,,,,,,,Nebraska,0.0,0.0,5 or more years ago,Yes,6.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.91,101.15,No,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-No,18.6,Yes,No,No,0.0,0.0,No,Female,60-64,White,No,Yes,Excellent,6.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,44.76,Yes,No,No,2.0,0.0,No,Male,35-39,White,Yes,Yes,Good,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,28.19,No,No,No,0.0,30.0,No,Male,60-64,Black,No,No,Excellent,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,27.4,No,No,No,0.0,0.0,No,Female,65-69,White,No,Yes,Very good,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,30.41,,,,,,,Male,Age 65 to 69,,,,,,,,,Maryland,0.0,0.0,Within past 5 years (2 years but less than 5 years ago),Yes,7.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.73,90.72,Yes,Yes,Yes,No,"Yes, received tetanus shot but not sure what type",No,No
-,39.16,,,,,,,Male,Age 35 to 39,,,,,,,,,Wisconsin,4.0,5.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Current smoker - now smokes some days,Not at all (right now),No,"White only, Non-Hispanic",1.88,138.35,Yes,No,No,No,"Yes, received Tdap",No,Yes
-No,24.62,Yes,No,No,0.0,0.0,No,Female,60-64,White,No,Yes,Very good,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,23.71,Yes,No,No,15.0,6.0,Yes,Male,55-59,White,No,Yes,Fair,6.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,26.54,,,,,,,Male,Age 30 to 34,,,,,,,,,Iowa,0.0,0.0,Within past 5 years (2 years but less than 5 years ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Current smoker - now smokes some days,Not at all (right now),Yes,"White only, Non-Hispanic",1.78,83.91,Yes,No,No,No,"Yes, received tetanus shot but not sure what type",No,Tested positive using home test without a health professional
-,31.93,,,,,,,Female,Age 65 to 69,,,,,,,,,Washington,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,Yes,No,Yes,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.63,84.37,Yes,No,Yes,No,"Yes, received Tdap",No,No
-,19.69,,,,,,,Female,Age 80 or older,,,,,,,,,Iowa,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,1 to 5,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.68,55.34,No,No,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,Yes
-No,25.61,No,No,No,6.0,20.0,No,Female,18-24,White,No,Yes,Very good,8.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,40.72,No,No,No,1.0,1.0,No,Female,25-29,Black,No,Yes,Good,5.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,38.73,No,No,No,0.0,2.0,No,Female,25-29,American Indian/Alaskan Native,No,Yes,Good,7.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,19.46,No,No,No,3.0,10.0,No,Female,18-24,White,No,Yes,Very good,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,23.49,,,,,,,Male,Age 35 to 39,,,,,,,,,Rhode Island,3.0,2.0,Within past year (anytime less than 12 months ago),Yes,8.0,"6 or more, but not all",Yes,Yes,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,Hispanic,1.65,63.96,No,Yes,Yes,Yes,"Yes, received Tdap",No,Yes
-No,20.92,Yes,No,No,0.0,0.0,No,Male,40-44,White,No,Yes,Good,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,25.68,,,,,,,Male,Age 65 to 69,,,,,,,,,Connecticut,5.0,0.0,Within past 2 years (1 year but less than 2 years ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,Former smoker,Not at all (right now),Yes,"White only, Non-Hispanic",1.88,90.72,No,No,Yes,Yes,"Yes, received Tdap",No,No
-No,28.84,No,No,No,0.0,0.0,No,Female,70-74,Black,No,Yes,Excellent,10.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,29.18,,,,,,,Female,Age 60 to 64,,,,,,,,,Iowa,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.63,77.11,No,No,Yes,No,"Yes, received Tdap",No,Yes
-No,29.95,No,No,No,0.0,8.0,No,Female,55-59,Hispanic,No,Yes,Excellent,9.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,33.2,No,No,No,0.0,15.0,No,Male,40-44,Other,No,Yes,Fair,5.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,35.51,No,No,No,0.0,0.0,No,Female,70-74,White,No,No,Very good,8.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,22.71,,,,,,,Female,Age 18 to 24,,,,,,,,,Virginia,0.0,2.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.7,65.77,Yes,Yes,No,No,"Yes, received Tdap",No,Yes
-No,32.61,Yes,No,Yes,5.0,0.0,No,Female,80 or older,White,No,Yes,Very good,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,28.94,,,,,,,Female,Age 60 to 64,,,,,,,,,Florida,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.75,88.9,Yes,No,Yes,No,"Yes, received tetanus shot but not sure what type",No,No
-,29.16,,,,,,,Male,Age 75 to 79,,,,,,,,,Colorado,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,"6 or more, but not all",No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.83,97.52,Yes,No,No,Yes,"Yes, received tetanus shot, but not Tdap",No,No
-,22.4,,,,,,,Male,Age 60 to 64,,,,,,,,,New Mexico,7.0,0.0,Within past 5 years (2 years but less than 5 years ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.7,64.86,Yes,Yes,Yes,Yes,"Yes, received Tdap",No,Yes
-,27.26,,,,,,,Male,Age 65 to 69,,,,,,,,,Vermont,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,"6 or more, but not all",No,No,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.78,86.18,Yes,No,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
-,24.03,,,,,,,Female,Age 45 to 49,,,,,,,,,Texas,0.0,15.0,Within past year (anytime less than 12 months ago),No,10.0,"6 or more, but not all",Yes,Yes,No,Yes,No,Yes,Yes,No,Yes,No,No,No,Yes,Yes,No,No,Current smoker - now smokes every day,Not at all (right now),Yes,"White only, Non-Hispanic",1.63,63.5,No,Yes,Yes,Yes,"Yes, received Tdap",No,No
-Yes,29.18,Yes,No,No,0.0,0.0,Yes,Male,75-79,Hispanic,Yes,No,Fair,10.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,16.64,No,No,No,0.0,0.0,No,Female,80 or older,White,No,Yes,Very good,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,20.12,,,,,,,Female,Age 75 to 79,,,,,,,,,Michigan,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,,No,No,Yes,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.57,49.9,Yes,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
-,41.88,,,,,,,Female,Age 55 to 59,,,,,,,,,Nebraska,3.0,0.0,Within past year (anytime less than 12 months ago),No,8.0,None of them,No,No,No,Yes,No,Yes,No,No,Yes,Yes,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.63,110.68,Yes,No,Yes,No,"Yes, received Tdap",No,Yes
-,36.32,,,,,,,Male,Age 25 to 29,,,,,,,,,Guam,0.0,0.0,Within past 2 years (1 year but less than 2 years ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Current smoker - now smokes every day,Use them every day,No,Hispanic,1.68,102.06,Yes,Yes,No,No,"No, did not receive any tetanus shot in the past 10 years",Yes,Yes
-No,29.05,No,No,No,0.0,0.0,No,Female,45-49,White,No,Yes,Very good,7.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,32.55,,,,,,,Male,Age 65 to 69,,,,,,,,,Indiana,4.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,"6 or more, but not all",No,No,No,No,No,Yes,No,No,Yes,Yes,No,No,No,No,No,No,Current smoker - now smokes every day,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.83,108.86,Yes,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
-,19.9,,,,,,,Male,Age 45 to 49,,,,,,,,,Utah,0.0,0.0,Within past 5 years (2 years but less than 5 years ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.88,70.31,No,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-No,30.23,No,No,No,0.0,0.0,No,Female,40-44,Hispanic,No,Yes,Good,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,,,,,,,,Male,Age 45 to 49,,,,,,,,,North Carolina,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,1 to 5,No,No,No,No,No,No,No,No,No,No,,,,,,,,,,"Other race only, Non-Hispanic",,,,,,,,,
-,33.66,,,,,,,Female,Age 30 to 34,,,,,,,,,Colorado,0.0,15.0,Within past 2 years (1 year but less than 2 years ago),Yes,6.0,None of them,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,No,Yes,Former smoker,Use them every day,No,"White only, Non-Hispanic",1.6,86.18,Yes,No,No,Yes,"Yes, received Tdap",No,Yes
-,22.31,,,,,,,Female,Age 55 to 59,,,,,,,,,New Mexico,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,,1.63,58.97,Yes,Yes,No,No,"Yes, received tetanus shot but not sure what type",No,Yes
-,24.33,,,,,,,Male,Age 75 to 79,,,,,,,,,Iowa,1.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.73,72.57,Yes,No,Yes,Yes,"Yes, received Tdap",No,Yes
-,22.46,,,,,,,Female,Age 40 to 44,,,,,,,,,Washington,0.0,1.0,Within past year (anytime less than 12 months ago),Yes,5.0,None of them,No,No,No,Yes,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.65,61.23,Yes,Yes,Yes,Yes,"Yes, received Tdap",No,No
-,21.63,,,,,,,Female,Age 55 to 59,,,,,,,,,Utah,0.0,0.0,Within past 5 years (2 years but less than 5 years ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.65,58.97,Yes,Yes,No,No,"Yes, received Tdap",No,No
-,26.63,,,,,,,Female,Age 25 to 29,,,,,,,,,Maryland,0.0,0.0,Within past year (anytime less than 12 months ago),No,6.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Not at all (right now),Yes,"Black only, Non-Hispanic",1.68,74.84,No,Yes,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
-No,25.84,No,No,No,1.0,5.0,No,Female,75-79,White,No,Yes,Very good,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-Yes,36.18,No,No,No,5.0,0.0,No,Male,50-54,American Indian/Alaskan Native,Yes,Yes,Good,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,26.09,,,,,,,Female,Age 75 to 79,,,,,,,,,Florida,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,No,No,No,Yes,No,Yes,No,No,Yes,No,No,No,No,No,No,No,Former smoker,Not at all (right now),Yes,"White only, Non-Hispanic",1.63,68.95,Yes,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
-,27.46,,,,,,,Female,Age 50 to 54,,,,,,,,,Missouri,30.0,30.0,Within past year (anytime less than 12 months ago),No,5.0,None of them,Yes,No,No,Yes,No,Yes,Yes,No,Yes,Yes,No,No,Yes,Yes,No,No,Current smoker - now smokes every day,Never used e-cigarettes in my entire life,Yes,"Black only, Non-Hispanic",1.63,72.57,No,Yes,No,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
-No,20.25,Yes,No,No,16.0,30.0,No,Female,25-29,Hispanic,No,Yes,Very good,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,27.37,,,,,,,Male,Age 50 to 54,,,,,,,,,Georgia,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.73,81.65,No,Yes,No,No,"Yes, received Tdap",No,Yes
-,31.0,,,,,,,Female,Age 75 to 79,,,,,,,,,Florida,2.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,1 to 5,No,No,No,No,No,No,No,Yes,Yes,No,Yes,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.6,79.38,No,No,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,Yes
-,36.05,,,,,,,Female,Age 50 to 54,,,,,,,,,California,0.0,15.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Current smoker - now smokes every day,Not at all (right now),Yes,"White only, Non-Hispanic",1.63,95.25,Yes,Yes,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
-,25.23,,,,,,,Male,Age 60 to 64,,,,,,,,,Maryland,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"Black only, Non-Hispanic",1.83,84.37,No,Yes,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-,31.89,,,,,,,Female,Age 80 or older,,,,,,,,,Kansas,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,No,No,No,No,No,No,No,No,Yes,No,No,No,No,Yes,No,No,Never smoked,Not at all (right now),Yes,"White only, Non-Hispanic",1.6,81.65,No,No,Yes,Yes,"Yes, received tetanus shot, but not Tdap",No,No
-,33.28,,,,,,,Female,Age 60 to 64,,,,,,,,,South Dakota,0.0,4.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,Yes,No,Yes,No,Yes,"No, pre-diabetes or borderline diabetes",No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.65,90.72,Yes,No,Yes,Yes,,No,Yes
-No,29.26,Yes,No,No,0.0,0.0,No,Male,60-64,Asian,No,Yes,Fair,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,29.26,Yes,No,No,0.0,30.0,No,Female,60-64,White,No,Yes,Good,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,18.25,No,No,No,0.0,0.0,No,Female,45-49,White,No,Yes,Excellent,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,27.07,No,No,No,0.0,14.0,No,Female,30-34,Hispanic,No,No,Good,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,39.11,No,No,No,2.0,10.0,Yes,Female,65-69,White,Yes,No,Good,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,35.78,,,,,,,Female,Age 18 to 24,,,,,,,,,Rhode Island,0.0,0.0,Within past 2 years (1 year but less than 2 years ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.6,91.63,No,No,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-,24.75,,,,,,,Female,Age 45 to 49,,,,,,,,,Utah,25.0,30.0,Within past year (anytime less than 12 months ago),No,5.0,"6 or more, but not all",No,No,No,No,No,No,Yes,No,Yes,No,No,No,Yes,No,No,Yes,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.7,71.67,No,Yes,No,Yes,"Yes, received Tdap",No,Yes
-No,37.86,No,No,No,0.0,0.0,Yes,Female,60-64,Hispanic,Yes,Yes,Fair,5.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,22.14,,,,,,,Female,Age 75 to 79,,,,,,,,,Washington,30.0,5.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,No,Yes,No,No,No,Yes,Yes,No,Yes,No,Yes,No,Yes,No,No,No,Current smoker - now smokes some days,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.6,56.7,Yes,Yes,No,Yes,"Yes, received Tdap",No,No
-,22.62,,,,,,,Female,Age 50 to 54,,,,,,,,,Puerto Rico,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,Hispanic,1.5,50.8,No,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-No,19.89,No,Yes,No,2.0,2.0,No,Female,45-49,White,No,Yes,Very good,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,21.95,,,,,,,Female,Age 35 to 39,,,,,,,,,Maryland,8.0,0.0,Within past 2 years (1 year but less than 2 years ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"Black only, Non-Hispanic",1.57,54.43,No,No,Yes,No,"Yes, received tetanus shot but not sure what type",No,Yes
-,41.01,,,,,,,Male,Age 65 to 69,,,,,,,,,New Hampshire,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,1 to 5,No,No,No,No,No,No,No,No,Yes,No,Yes,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.52,95.25,Yes,Yes,Yes,Yes,"Yes, received Tdap",No,Yes
-No,21.46,No,No,No,1.0,2.0,No,Female,40-44,White,No,Yes,Good,7.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,18.47,,,,,,,Male,Age 18 to 24,,,,,,,,,Colorado,0.0,0.0,Within past year (anytime less than 12 months ago),No,6.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Use them some days,No,Hispanic,1.85,63.5,Yes,No,Yes,No,"Yes, received Tdap",No,No
-,25.83,,,,,,,Male,Age 65 to 69,,,,,,,,,Iowa,0.0,0.0,Within past year (anytime less than 12 months ago),No,8.0,None of them,No,No,No,No,No,No,No,No,Yes,Yes,Yes,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.78,81.65,No,No,Yes,Yes,"Yes, received tetanus shot, but not Tdap",No,Yes
-No,39.48,Yes,No,No,0.0,0.0,Yes,Female,70-74,White,Yes,No,Good,7.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,,,,,,,,Female,Age 70 to 74,,,,,,,,,New Hampshire,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,Yes,Yes,,,,,,,,,,"White only, Non-Hispanic",,,,,,,,,
-,25.33,,,,,,,Female,Age 60 to 64,,,,,,,,,South Carolina,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,"6 or more, but not all",No,No,No,No,No,No,No,No,Yes,No,No,No,No,Yes,No,No,Current smoker - now smokes some days,Never used e-cigarettes in my entire life,Yes,"Black only, Non-Hispanic",1.6,64.86,Yes,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
-No,22.14,No,No,No,0.0,0.0,No,Female,60-64,Asian,No,Yes,Very good,9.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,34.87,,,,,,,Male,Age 45 to 49,,,,,,,,,Idaho,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,5.0,None of them,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.8,113.4,No,No,Yes,No,"Yes, received Tdap",No,No
-,33.23,,,,,,,Male,Age 80 or older,,,,,,,,,Texas,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,1 to 5,No,Yes,No,No,No,No,No,Yes,No,Yes,No,No,Yes,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.75,102.06,No,No,No,Yes,"Yes, received tetanus shot, but not Tdap",No,No
-,32.98,,,,,,,Male,Age 40 to 44,,,,,,,,,Arizona,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Current smoker - now smokes every day,Never used e-cigarettes in my entire life,No,Hispanic,1.85,113.4,Yes,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-No,29.05,No,No,No,1.0,0.0,No,Female,50-54,White,No,Yes,Very good,9.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,40.69,Yes,No,No,0.0,0.0,No,Male,50-54,White,No,Yes,Good,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,23.87,Yes,No,No,0.0,0.0,No,Female,40-44,White,No,Yes,Very good,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,34.01,Yes,No,No,1.0,0.0,No,Female,65-69,White,No,No,Good,6.0,Yes,No,Yes,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,39.06,No,No,No,0.0,15.0,No,Female,40-44,White,No,Yes,Very good,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,25.53,Yes,No,No,0.0,0.0,No,Female,70-74,White,No,Yes,Poor,7.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,18.29,Yes,No,No,0.0,30.0,No,Female,70-74,White,No,Yes,Good,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,28.25,No,No,No,0.0,0.0,No,Male,70-74,White,No,Yes,Excellent,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,31.47,,,,,,,Male,Age 75 to 79,,,,,,,,,Ohio,30.0,30.0,Within past year (anytime less than 12 months ago),No,10.0,"6 or more, but not all",No,No,Yes,No,No,No,No,No,Yes,No,Yes,Yes,No,Yes,No,No,Current smoker - now smokes every day,Not at all (right now),Yes,"White only, Non-Hispanic",1.68,88.45,No,No,No,No,"Yes, received tetanus shot, but not Tdap",No,Yes
-,26.13,,,,,,,Female,Age 55 to 59,,,,,,,,,Ohio,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Not at all (right now),No,"White only, Non-Hispanic",1.65,71.21,Yes,No,Yes,No,"Yes, received tetanus shot but not sure what type",No,No
-No,24.41,Yes,No,No,7.0,1.0,Yes,Male,60-64,White,No,Yes,Very good,5.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,22.25,No,No,No,0.0,0.0,No,Male,75-79,White,No,Yes,Excellent,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,31.32,Yes,Yes,No,0.0,0.0,No,Female,75-79,White,No,Yes,Very good,7.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,22.31,,,,,,,Female,Age 75 to 79,,,,,,,,,Virginia,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,,,,,,"White only, Non-Hispanic",1.63,58.97,,,,,,,
-,33.29,,,,,,,Female,Age 70 to 74,,,,,,,,,Puerto Rico,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,Yes,No,No,No,No,No,Yes,No,No,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,Hispanic,1.57,82.55,No,No,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
-,29.26,,,,,,,Female,Age 55 to 59,,,,,,,,,Kansas,3.0,3.0,Within past year (anytime less than 12 months ago),Yes,9.0,None of them,No,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,,,,"White only, Non-Hispanic",1.57,72.57,,,,,,,
-No,21.31,Yes,No,No,0.0,0.0,No,Female,60-64,White,No,Yes,Very good,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,23.49,No,No,No,2.0,7.0,No,Female,30-34,Black,No,Yes,Excellent,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,26.65,Yes,No,No,0.0,0.0,No,Male,35-39,White,No,Yes,Very good,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,24.96,,,,,,,Female,Age 75 to 79,,,,,,,,,Connecticut,0.0,0.0,Within past year (anytime less than 12 months ago),No,8.0,"6 or more, but not all",No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.65,68.04,No,No,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
-Yes,25.75,No,No,No,0.0,0.0,No,Female,75-79,American Indian/Alaskan Native,No,No,Very good,7.0,No,Yes,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,26.39,,,,,,,Male,Age 65 to 69,,,,,,,,,South Carolina,30.0,30.0,Within past year (anytime less than 12 months ago),Yes,5.0,"6 or more, but not all",No,No,No,No,No,Yes,Yes,No,No,Yes,No,No,Yes,Yes,Yes,Yes,Current smoker - now smokes some days,Never used e-cigarettes in my entire life,Yes,"Multiracial, Non-Hispanic",1.85,90.72,No,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
-,31.14,,,,,,,Male,Age 65 to 69,,,,,,,,,South Carolina,2.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,All,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"Other race only, Non-Hispanic",1.85,107.05,No,No,No,Yes,"Yes, received Tdap",No,No
-,26.63,,,,,,,Male,Age 40 to 44,,,,,,,,,Missouri,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,5.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.68,74.84,No,Yes,No,No,"Yes, received tetanus shot but not sure what type",No,No
-No,19.9,No,No,No,1.0,5.0,No,Male,18-24,White,No,Yes,Good,5.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,30.43,Yes,No,No,0.0,0.0,No,Male,25-29,White,No,Yes,Very good,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,31.09,Yes,No,No,30.0,30.0,Yes,Female,50-54,White,No,Yes,Fair,5.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,22.31,,,,,,,Female,Age 35 to 39,,,,,,,,,Washington,0.0,0.0,Within past 2 years (1 year but less than 2 years ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,,"White only, Non-Hispanic",1.63,58.97,,,,,,,
-,35.87,,,,,,,Male,Age 60 to 64,,,,,,,,,Nevada,,30.0,Within past year (anytime less than 12 months ago),Yes,6.0,"6 or more, but not all",No,No,Yes,Yes,No,Yes,No,No,No,No,No,No,No,No,No,No,,,,"White only, Non-Hispanic",1.78,113.4,,,,,,,
-No,24.41,No,No,No,2.0,0.0,No,Male,60-64,White,No,Yes,Excellent,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,21.79,,,,,,,Female,Age 40 to 44,,,,,,,,,Vermont,0.0,2.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"Multiracial, Non-Hispanic",1.68,61.23,Yes,Yes,Yes,Yes,"Yes, received Tdap",No,No
-,36.9,,,,,,,Female,Age 40 to 44,,,,,,,,,Missouri,1.0,1.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,No,"Yes, but only during pregnancy (female)",No,Yes,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.63,97.52,Yes,No,Yes,No,"Yes, received Tdap",No,No
-No,27.46,No,No,No,0.0,0.0,No,Female,30-34,White,No,Yes,Good,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,,,,,,,,Male,,,,,,,,,,Minnesota,4.0,23.0,Within past year (anytime less than 12 months ago),Yes,5.0,None of them,No,No,No,Yes,No,No,No,No,Yes,No,,,,,,,,,,,,,,,,,,,
-No,27.22,Yes,No,No,0.0,2.0,No,Male,55-59,Other,No,Yes,Very good,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,22.24,,,,,,,Male,Age 70 to 74,,,,,,,,,South Dakota,12.0,0.0,Within past year (anytime less than 12 months ago),No,7.0,"6 or more, but not all",No,No,No,No,No,Yes,No,No,No,No,No,Yes,No,No,No,Yes,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.78,70.31,No,Yes,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
-,20.36,,,,,,,Female,Age 60 to 64,,,,,,,,,Georgia,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.7,58.97,Yes,No,Yes,No,,No,No
-,,,,,,,,Female,Age 65 to 69,,,,,,,,,New Mexico,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,10.0,None of them,No,No,No,No,No,No,No,No,No,No,,,,,,,,,,"White only, Non-Hispanic",,,,,,,,,
-No,23.96,No,No,No,0.0,0.0,No,Female,75-79,White,"No, borderline diabetes",Yes,Excellent,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,30.08,Yes,No,No,0.0,0.0,No,Female,80 or older,White,No,Yes,Good,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,27.44,Yes,No,No,0.0,0.0,Yes,Female,65-69,White,Yes,No,Good,9.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,,,,,,,,Male,Age 35 to 39,,,,,,,,,Massachusetts,2.0,15.0,Within past 2 years (1 year but less than 2 years ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,,,,,,,,,,"White only, Non-Hispanic",,,,,,,,,
-No,32.69,No,No,No,0.0,0.0,No,Male,70-74,White,No,Yes,Very good,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,21.97,No,No,No,0.0,0.0,No,Female,45-49,White,No,Yes,Excellent,7.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,24.21,,,,,,,Female,Age 80 or older,,,,,,,,,Michigan,0.0,1.0,Within past year (anytime less than 12 months ago),No,,,No,No,No,No,No,No,No,No,Yes,No,No,No,No,Yes,Yes,Yes,Never smoked,Never used e-cigarettes in my entire life,No,"Black only, Non-Hispanic",1.68,68.04,No,No,Yes,No,,No,No
-No,43.58,No,No,No,0.0,0.0,No,Female,45-49,Black,No,Yes,Very good,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,23.17,Yes,Yes,No,0.0,0.0,No,Female,75-79,Hispanic,No,Yes,Excellent,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,24.33,,,,,,,Male,Age 70 to 74,,,,,,,,,Maryland,0.0,10.0,Within past year (anytime less than 12 months ago),Yes,7.0,All,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Current smoker - now smokes some days,Not at all (right now),Yes,"White only, Non-Hispanic",1.73,72.57,Yes,Yes,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
-,39.16,,,,,,,Female,Age 65 to 69,,,,,,,,,Oklahoma,0.0,0.0,Within past year (anytime less than 12 months ago),No,4.0,1 to 5,No,Yes,No,No,No,No,No,No,Yes,No,No,No,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.7,113.4,No,No,No,No,"Yes, received Tdap",No,Yes
-No,23.73,No,No,No,2.0,0.0,No,Male,65-69,White,Yes,Yes,Fair,7.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,27.8,,,,,,,Male,Age 40 to 44,,,,,,,,,Idaho,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,Former smoker,Not at all (right now),Yes,"White only, Non-Hispanic",1.83,92.99,No,Yes,No,No,"Yes, received tetanus shot but not sure what type",No,Yes
-,36.32,,,,,,,Female,Age 65 to 69,,,,,,,,,Ohio,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,Yes,No,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.68,102.06,No,No,Yes,Yes,"Yes, received Tdap",No,Tested positive using home test without a health professional
-No,26.31,Yes,Yes,No,0.0,0.0,No,Female,40-44,White,No,Yes,Good,5.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,21.77,,,,,,,Male,Age 60 to 64,,,,,,,,,Wisconsin,0.0,0.0,Within past 5 years (2 years but less than 5 years ago),Yes,7.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Current smoker - now smokes every day,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.85,74.84,Yes,No,Yes,Yes,"Yes, received Tdap",No,No
-No,27.41,No,No,No,0.0,5.0,No,Male,55-59,White,No,Yes,Very good,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,27.12,,,,,,,Female,Age 35 to 39,,,,,,,,,Colorado,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,1 to 5,No,No,No,No,No,No,No,No,No,"Yes, but only during pregnancy (female)",No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.83,90.72,Yes,Yes,Yes,No,"Yes, received Tdap",No,No
-,25.75,,,,,,,Female,Age 70 to 74,,,,,,,,,Virginia,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,1 to 5,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.63,68.04,No,No,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
-,21.62,,,,,,,Male,Age 40 to 44,,,,,,,,,Nebraska,0.0,2.0,Within past 5 years (2 years but less than 5 years ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.8,70.31,No,No,No,No,"Yes, received tetanus shot but not sure what type",No,No
-,32.01,,,,,,,Female,Age 75 to 79,,,,,,,,,California,0.0,3.0,Within past year (anytime less than 12 months ago),Yes,7.0,1 to 5,No,No,No,Yes,No,No,Yes,No,Yes,No,Yes,No,Yes,No,No,No,Former smoker,Not at all (right now),No,"White only, Non-Hispanic",1.57,79.38,Yes,No,No,Yes,,No,Yes
-,31.28,,,,,,,Male,Age 50 to 54,,,,,,,,,Texas,0.0,0.0,Within past 2 years (1 year but less than 2 years ago),No,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Not at all (right now),Yes,Hispanic,1.78,98.88,No,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
-No,24.89,No,No,No,0.0,0.0,No,Female,75-79,Hispanic,No,Yes,Very good,6.0,No,No,Yes,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,20.67,,,,,,,Female,Age 50 to 54,,,,,,,,,Texas,0.0,0.0,Within past 2 years (1 year but less than 2 years ago),Yes,4.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.75,63.5,Yes,Yes,No,No,"Yes, received tetanus shot but not sure what type",No,Yes
-,22.92,,,,,,,Female,Age 75 to 79,,,,,,,,,Washington,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.68,64.41,Yes,No,Yes,No,"Yes, received Tdap",No,No
-No,23.17,No,No,No,30.0,0.0,Yes,Female,70-74,White,No,No,Good,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,26.85,Yes,No,No,0.0,7.0,No,Male,40-44,White,No,Yes,Very good,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,23.89,Yes,No,No,0.0,3.0,No,Female,40-44,White,No,Yes,Very good,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,28.8,,,,,,,Male,Age 65 to 69,,,,,,,,,West Virginia,10.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Not at all (right now),No,"White only, Non-Hispanic",1.75,88.45,No,No,Yes,Yes,"Yes, received Tdap",No,Yes
-,29.03,,,,,,,Male,Age 25 to 29,,,,,,,,,South Carolina,4.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.85,99.79,No,Yes,No,No,"Yes, received Tdap",No,Yes
-,25.8,,,,,,,Male,Age 50 to 54,,,,,,,,,Utah,14.0,30.0,Within past year (anytime less than 12 months ago),Yes,3.0,None of them,No,No,No,No,No,No,Yes,No,Yes,No,No,No,Yes,Yes,No,No,Current smoker - now smokes every day,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.8,83.91,Yes,No,No,No,"Yes, received tetanus shot but not sure what type",No,No
-,31.32,,,,,,,Male,Age 18 to 24,,,,,,,,,Iowa,0.0,3.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Not at all (right now),No,"White only, Non-Hispanic",1.7,90.72,Yes,No,No,Yes,"Yes, received Tdap",No,No
-,31.24,,,,,,,Female,Age 60 to 64,,,,,,,,,Washington,28.0,30.0,,No,15.0,1 to 5,No,No,No,Yes,No,Yes,Yes,Yes,No,No,No,No,No,Yes,Yes,Yes,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.63,82.55,No,Yes,Yes,,"Yes, received tetanus shot but not sure what type",No,No
-,,,,,,,,Female,Age 45 to 49,,,,,,,,,Massachusetts,0.0,2.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.63,,Yes,Yes,Yes,,"Yes, received tetanus shot but not sure what type",No,Yes
-,22.31,,,,,,,Female,Age 25 to 29,,,,,,,,,New York,0.0,5.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Not at all (right now),No,"White only, Non-Hispanic",1.63,58.97,Yes,No,No,No,"Yes, received Tdap",No,Yes
-,21.26,,,,,,,Female,Age 18 to 24,,,,,,,,,Florida,2.0,20.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,Never smoked,Not at all (right now),No,"White only, Non-Hispanic",1.6,54.43,Yes,No,No,,"No, did not receive any tetanus shot in the past 10 years",No,Yes
-,28.89,,,,,,,Female,Age 40 to 44,,,,,,,,,Georgia,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.73,86.18,No,No,No,Yes,"Yes, received Tdap",No,Yes
-,24.33,,,,,,,Male,Age 45 to 49,,,,,,,,,New Hampshire,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.73,72.57,Yes,No,Yes,No,"Yes, received Tdap",No,No
-,28.89,,,,,,,Male,Age 80 or older,,,,,,,,,Florida,5.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,1 to 5,No,No,No,Yes,No,No,No,No,Yes,Yes,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.73,86.18,No,No,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,Yes
-No,21.79,No,No,No,0.0,4.0,No,Female,65-69,White,No,Yes,Very good,10.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,28.41,Yes,No,Yes,30.0,0.0,Yes,Male,75-79,White,Yes,No,Fair,4.0,No,Yes,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,30.13,Yes,Yes,No,0.0,0.0,No,Male,45-49,White,No,No,Very good,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,28.19,,,,,,,Female,Age 70 to 74,,,,,,,,,Mississippi,5.0,0.0,Within past year (anytime less than 12 months ago),No,8.0,"6 or more, but not all",No,No,No,No,No,No,No,No,Yes,No,Yes,No,Yes,Yes,No,No,Current smoker - now smokes every day,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.7,81.65,No,No,No,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
-No,19.77,No,No,No,1.0,30.0,No,Female,18-24,White,No,Yes,Very good,10.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,25.09,No,No,No,0.0,0.0,No,Male,30-34,White,No,Yes,Very good,8.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,29.54,,,,,,,Female,Age 18 to 24,,,,,,,,,Alaska,30.0,0.0,Within past year (anytime less than 12 months ago),No,10.0,None of them,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.68,83.01,No,No,Yes,No,"Yes, received Tdap",No,No
-No,19.97,No,No,No,0.0,0.0,No,Male,60-64,White,No,No,Excellent,4.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,24.65,,,,,,,Male,Age 55 to 59,,,,,,,,,Utah,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,Yes,No,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.88,87.09,No,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
-,25.0,,,,,,,Male,Age 60 to 64,,,,,,,,,Kansas,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Current smoker - now smokes some days,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.91,90.72,Yes,No,No,No,"Yes, received Tdap",No,Yes
-,28.75,,,,,,,Male,Age 65 to 69,,,,,,,,,Maine,15.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,"6 or more, but not all",Yes,Yes,No,Yes,No,Yes,No,No,Yes,No,No,No,No,Yes,No,No,Current smoker - now smokes every day,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.91,104.33,No,Yes,No,Yes,"Yes, received Tdap",No,No
-,32.01,,,,,,,Female,Age 65 to 69,,,,,,,,,South Carolina,0.0,0.0,Within past year (anytime less than 12 months ago),No,5.0,1 to 5,No,Yes,Yes,No,No,No,No,No,Yes,No,Yes,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"Black only, Non-Hispanic",1.57,79.38,No,,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-,28.13,,,,,,,Female,Age 60 to 64,,,,,,,,,Connecticut,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,5.0,1 to 5,No,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.73,83.91,Yes,No,No,Yes,,No,Yes
-,22.67,,,,,,,Female,Age 30 to 34,,,,,,,,,Michigan,0.0,10.0,5 or more years ago,Yes,4.0,None of them,No,No,No,Yes,No,No,Yes,No,No,"No, pre-diabetes or borderline diabetes",No,No,No,No,No,No,Never smoked,Not at all (right now),No,"White only, Non-Hispanic",1.55,54.43,Yes,Yes,Yes,Yes,"Yes, received Tdap",No,Tested positive using home test without a health professional
-,,,,,,,,Female,Age 65 to 69,,,,,,,,,Connecticut,30.0,0.0,Within past 2 years (1 year but less than 2 years ago),Yes,6.0,1 to 5,No,No,No,Yes,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.65,,No,No,No,Yes,"Yes, received Tdap",No,No
-,28.25,,,,,,,Male,Age 70 to 74,,,,,,,,,Arizona,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,"6 or more, but not all",No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.68,79.38,No,,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
-,34.17,,,,,,,Male,Age 45 to 49,,,,,,,,,South Dakota,0.0,5.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.8,111.13,Yes,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
-,24.37,,,,,,,Male,Age 35 to 39,,,,,,,,,Florida,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,10.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"Black only, Non-Hispanic",1.75,74.84,Yes,Yes,No,No,"Yes, received tetanus shot but not sure what type",No,No
-,24.41,,,,,,,Male,Age 75 to 79,,,,,,,,,Missouri,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,9.0,"6 or more, but not all",No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"Black only, Non-Hispanic",1.8,79.38,No,No,Yes,No,"Yes, received Tdap",No,No
-,27.12,,,,,,,Male,Age 60 to 64,,,,,,,,,Kentucky,0.0,0.0,Within past 5 years (2 years but less than 5 years ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Current smoker - now smokes every day,Use them some days,Yes,"White only, Non-Hispanic",1.83,90.72,No,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-,21.12,,,,,,,Male,Age 65 to 69,,,,,,,,,Nebraska,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.75,64.86,Yes,No,Yes,Yes,"Yes, received Tdap",No,No
-,19.77,,,,,,,Male,Age 25 to 29,,,,,,,,,Virginia,0.0,30.0,Within past 5 years (2 years but less than 5 years ago),Yes,10.0,None of them,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,Former smoker,Use them every day,No,"White only, Non-Hispanic",1.73,58.97,Yes,Yes,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-No,40.76,Yes,No,Yes,1.0,0.0,No,Male,80 or older,White,Yes,No,Very good,2.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,24.97,,,,,,,Male,Age 80 or older,,,,,,,,,Alaska,0.0,0.0,Within past year (anytime less than 12 months ago),No,9.0,1 to 5,No,Yes,No,No,No,No,No,No,No,No,Yes,No,Yes,Yes,No,Yes,Never smoked,Never used e-cigarettes in my entire life,,"White only, Non-Hispanic",1.8,81.19,No,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,Yes
-Yes,28.7,Yes,No,No,0.0,0.0,No,Male,65-69,Other,Yes,Yes,Fair,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,22.15,Yes,No,No,0.0,0.0,No,Male,30-34,White,No,Yes,Good,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,25.1,No,No,No,0.0,0.0,No,Male,60-64,White,No,Yes,Good,7.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,22.67,No,No,No,0.0,0.0,No,Female,30-34,Asian,No,Yes,Good,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,21.63,,,,,,,Female,Age 70 to 74,,,,,,,,,Michigan,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.65,58.97,Yes,No,No,Yes,"Yes, received tetanus shot but not sure what type",No,No
-No,25.62,Yes,No,No,0.0,2.0,No,Male,25-29,White,No,Yes,Very good,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,27.06,,,,,,,Female,Age 60 to 64,,,,,,,,,Florida,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,Current smoker - now smokes some days,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.73,80.74,Yes,Yes,Yes,No,"Yes, received tetanus shot but not sure what type",No,Yes
-,32.28,,,,,,,Female,Age 60 to 64,,,,,,,,,Colorado,15.0,8.0,Within past year (anytime less than 12 months ago),No,9.0,None of them,Yes,No,No,Yes,No,No,Yes,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.68,90.72,No,No,No,No,"Yes, received tetanus shot but not sure what type",No,No
+HeartDisease,BMI,Smoking,AlcoholDrinking,Stroke,PhysicalHealth,MentalHealth,DiffWalking,Sex,AgeCategory,Race,Diabetic,PhysicalActivity,SleepTime,Asthma,KidneyDisease,SkinCancer,State,PhysicalHealthDays,MentalHealthDays,LastCheckupTime,PhysicalActivities,SleepHours,RemovedTeeth,HadHeartAttack,HadAngina,HadStroke,HadAsthma,HadSkinCancer,HadCOPD,HadDepressiveDisorder,HadKidneyDisease,HadArthritis,HadDiabetes,DeafOrHardOfHearing,BlindOrVisionDifficulty,DifficultyConcentrating,DifficultyWalking,DifficultyDressingBathing,DifficultyErrands,SmokerStatus,ECigaretteUsage,ChestScan,RaceEthnicityCategory,HeightInMeters,WeightInKilograms,AlcoholDrinkers,HIVTesting,FluVaxLast12,PneumoVaxEver,TetanusLast10Tdap,HighRiskLastYear,CovidPos
+,24.41,,,,,,,Male,Age 80 or older,,,,,,,,New Mexico,0.0,0.0,Within past year (anytime less than 12 months ago),No,10.0,1 to 5,No,No,No,No,Yes,No,No,No,Yes,"No, pre-diabetes or borderline diabetes",No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.83,81.65,Yes,No,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,Yes
+,22.65,,,,,,,Female,Age 65 to 69,,,,,,,,Massachusetts,0.0,3.0,Within past year (anytime less than 12 months ago),Yes,10.0,1 to 5,No,No,No,No,No,No,No,No,Yes,No,Yes,No,No,No,No,No,Former smoker,Use them every day,No,"White only, Non-Hispanic",1.52,52.62,No,No,Yes,No,"Yes, received tetanus shot but not sure what type",No,No
+Yes,26.33,Yes,No,No,0.0,0.0,Yes,Female,80 or older,Hispanic,No,No,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,33.99,,,,,,,Female,Age 75 to 79,,,,,,,,Nebraska,0.0,6.0,Within past year (anytime less than 12 months ago),Yes,7.0,"6 or more, but not all",No,No,Yes,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.63,89.81,No,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
+,38.74,,,,,,,Female,Age 65 to 69,,,,,,,,Virginia,30.0,5.0,Within past year (anytime less than 12 months ago),No,6.0,None of them,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.68,108.86,No,No,Yes,Yes,"Yes, received tetanus shot, but not Tdap",No,No
+No,22.24,No,No,No,0.0,0.0,No,Male,45-49,Black,Yes,Yes,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,28.19,Yes,No,No,14.0,0.0,Yes,Male,60-64,White,Yes,No,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,25.1,No,No,No,0.0,0.0,No,Male,70-74,White,Yes,Yes,8.0,No,No,Yes,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,31.0,No,No,No,30.0,30.0,Yes,Female,50-54,White,No,Yes,7.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,32.28,Yes,No,No,0.0,0.0,No,Male,35-39,White,Yes,Yes,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,27.87,,,,,,,Male,Age 65 to 69,,,,,,,,Nebraska,0.0,0.0,5 or more years ago,Yes,6.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.91,101.15,No,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+No,18.6,Yes,No,No,0.0,0.0,No,Female,60-64,White,No,Yes,6.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,44.76,Yes,No,No,2.0,0.0,No,Male,35-39,White,Yes,Yes,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,28.19,No,No,No,0.0,30.0,No,Male,60-64,Black,No,No,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,27.4,No,No,No,0.0,0.0,No,Female,65-69,White,No,Yes,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,30.41,,,,,,,Male,Age 65 to 69,,,,,,,,Maryland,0.0,0.0,Within past 5 years (2 years but less than 5 years ago),Yes,7.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.73,90.72,Yes,Yes,Yes,No,"Yes, received tetanus shot but not sure what type",No,No
+,39.16,,,,,,,Male,Age 35 to 39,,,,,,,,Wisconsin,4.0,5.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Current smoker - now smokes some days,Not at all (right now),No,"White only, Non-Hispanic",1.88,138.35,Yes,No,No,No,"Yes, received Tdap",No,Yes
+No,24.62,Yes,No,No,0.0,0.0,No,Female,60-64,White,No,Yes,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,23.71,Yes,No,No,15.0,6.0,Yes,Male,55-59,White,No,Yes,6.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,26.54,,,,,,,Male,Age 30 to 34,,,,,,,,Iowa,0.0,0.0,Within past 5 years (2 years but less than 5 years ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Current smoker - now smokes some days,Not at all (right now),Yes,"White only, Non-Hispanic",1.78,83.91,Yes,No,No,No,"Yes, received tetanus shot but not sure what type",No,Tested positive using home test without a health professional
+,31.93,,,,,,,Female,Age 65 to 69,,,,,,,,Washington,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,Yes,No,Yes,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.63,84.37,Yes,No,Yes,No,"Yes, received Tdap",No,No
+,19.69,,,,,,,Female,Age 80 or older,,,,,,,,Iowa,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,1 to 5,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.68,55.34,No,No,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,Yes
+No,25.61,No,No,No,6.0,20.0,No,Female,18-24,White,No,Yes,8.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,40.72,No,No,No,1.0,1.0,No,Female,25-29,Black,No,Yes,5.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,38.73,No,No,No,0.0,2.0,No,Female,25-29,American Indian/Alaskan Native,No,Yes,7.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,19.46,No,No,No,3.0,10.0,No,Female,18-24,White,No,Yes,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,23.49,,,,,,,Male,Age 35 to 39,,,,,,,,Rhode Island,3.0,2.0,Within past year (anytime less than 12 months ago),Yes,8.0,"6 or more, but not all",Yes,Yes,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,Hispanic,1.65,63.96,No,Yes,Yes,Yes,"Yes, received Tdap",No,Yes
+No,20.92,Yes,No,No,0.0,0.0,No,Male,40-44,White,No,Yes,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,25.68,,,,,,,Male,Age 65 to 69,,,,,,,,Connecticut,5.0,0.0,Within past 2 years (1 year but less than 2 years ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,Former smoker,Not at all (right now),Yes,"White only, Non-Hispanic",1.88,90.72,No,No,Yes,Yes,"Yes, received Tdap",No,No
+No,28.84,No,No,No,0.0,0.0,No,Female,70-74,Black,No,Yes,10.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,29.18,,,,,,,Female,Age 60 to 64,,,,,,,,Iowa,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.63,77.11,No,No,Yes,No,"Yes, received Tdap",No,Yes
+No,29.95,No,No,No,0.0,8.0,No,Female,55-59,Hispanic,No,Yes,9.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,33.2,No,No,No,0.0,15.0,No,Male,40-44,Other,No,Yes,5.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,35.51,No,No,No,0.0,0.0,No,Female,70-74,White,No,No,8.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,22.71,,,,,,,Female,Age 18 to 24,,,,,,,,Virginia,0.0,2.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.7,65.77,Yes,Yes,No,No,"Yes, received Tdap",No,Yes
+No,32.61,Yes,No,Yes,5.0,0.0,No,Female,80 or older,White,No,Yes,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,28.94,,,,,,,Female,Age 60 to 64,,,,,,,,Florida,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.75,88.9,Yes,No,Yes,No,"Yes, received tetanus shot but not sure what type",No,No
+,29.16,,,,,,,Male,Age 75 to 79,,,,,,,,Colorado,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,"6 or more, but not all",No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.83,97.52,Yes,No,No,Yes,"Yes, received tetanus shot, but not Tdap",No,No
+,22.4,,,,,,,Male,Age 60 to 64,,,,,,,,New Mexico,7.0,0.0,Within past 5 years (2 years but less than 5 years ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.7,64.86,Yes,Yes,Yes,Yes,"Yes, received Tdap",No,Yes
+,27.26,,,,,,,Male,Age 65 to 69,,,,,,,,Vermont,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,"6 or more, but not all",No,No,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.78,86.18,Yes,No,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
+,24.03,,,,,,,Female,Age 45 to 49,,,,,,,,Texas,0.0,15.0,Within past year (anytime less than 12 months ago),No,10.0,"6 or more, but not all",Yes,Yes,No,Yes,No,Yes,Yes,No,Yes,No,No,No,Yes,Yes,No,No,Current smoker - now smokes every day,Not at all (right now),Yes,"White only, Non-Hispanic",1.63,63.5,No,Yes,Yes,Yes,"Yes, received Tdap",No,No
+Yes,29.18,Yes,No,No,0.0,0.0,Yes,Male,75-79,Hispanic,Yes,No,10.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,16.64,No,No,No,0.0,0.0,No,Female,80 or older,White,No,Yes,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,20.12,,,,,,,Female,Age 75 to 79,,,,,,,,Michigan,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,,No,No,Yes,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.57,49.9,Yes,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
+,41.88,,,,,,,Female,Age 55 to 59,,,,,,,,Nebraska,3.0,0.0,Within past year (anytime less than 12 months ago),No,8.0,None of them,No,No,No,Yes,No,Yes,No,No,Yes,Yes,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.63,110.68,Yes,No,Yes,No,"Yes, received Tdap",No,Yes
+,36.32,,,,,,,Male,Age 25 to 29,,,,,,,,Guam,0.0,0.0,Within past 2 years (1 year but less than 2 years ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Current smoker - now smokes every day,Use them every day,No,Hispanic,1.68,102.06,Yes,Yes,No,No,"No, did not receive any tetanus shot in the past 10 years",Yes,Yes
+No,29.05,No,No,No,0.0,0.0,No,Female,45-49,White,No,Yes,7.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,32.55,,,,,,,Male,Age 65 to 69,,,,,,,,Indiana,4.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,"6 or more, but not all",No,No,No,No,No,Yes,No,No,Yes,Yes,No,No,No,No,No,No,Current smoker - now smokes every day,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.83,108.86,Yes,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
+,19.9,,,,,,,Male,Age 45 to 49,,,,,,,,Utah,0.0,0.0,Within past 5 years (2 years but less than 5 years ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.88,70.31,No,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+No,30.23,No,No,No,0.0,0.0,No,Female,40-44,Hispanic,No,Yes,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,,,,,,,,Male,Age 45 to 49,,,,,,,,North Carolina,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,1 to 5,No,No,No,No,No,No,No,No,No,No,,,,,,,,,,"Other race only, Non-Hispanic",,,,,,,,,
+,33.66,,,,,,,Female,Age 30 to 34,,,,,,,,Colorado,0.0,15.0,Within past 2 years (1 year but less than 2 years ago),Yes,6.0,None of them,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,No,Yes,Former smoker,Use them every day,No,"White only, Non-Hispanic",1.6,86.18,Yes,No,No,Yes,"Yes, received Tdap",No,Yes
+,22.31,,,,,,,Female,Age 55 to 59,,,,,,,,New Mexico,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,,1.63,58.97,Yes,Yes,No,No,"Yes, received tetanus shot but not sure what type",No,Yes
+,24.33,,,,,,,Male,Age 75 to 79,,,,,,,,Iowa,1.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.73,72.57,Yes,No,Yes,Yes,"Yes, received Tdap",No,Yes
+,22.46,,,,,,,Female,Age 40 to 44,,,,,,,,Washington,0.0,1.0,Within past year (anytime less than 12 months ago),Yes,5.0,None of them,No,No,No,Yes,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.65,61.23,Yes,Yes,Yes,Yes,"Yes, received Tdap",No,No
+,21.63,,,,,,,Female,Age 55 to 59,,,,,,,,Utah,0.0,0.0,Within past 5 years (2 years but less than 5 years ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.65,58.97,Yes,Yes,No,No,"Yes, received Tdap",No,No
+,26.63,,,,,,,Female,Age 25 to 29,,,,,,,,Maryland,0.0,0.0,Within past year (anytime less than 12 months ago),No,6.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Not at all (right now),Yes,"Black only, Non-Hispanic",1.68,74.84,No,Yes,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
+No,25.84,No,No,No,1.0,5.0,No,Female,75-79,White,No,Yes,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+Yes,36.18,No,No,No,5.0,0.0,No,Male,50-54,American Indian/Alaskan Native,Yes,Yes,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,26.09,,,,,,,Female,Age 75 to 79,,,,,,,,Florida,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,No,No,No,Yes,No,Yes,No,No,Yes,No,No,No,No,No,No,No,Former smoker,Not at all (right now),Yes,"White only, Non-Hispanic",1.63,68.95,Yes,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
+,27.46,,,,,,,Female,Age 50 to 54,,,,,,,,Missouri,30.0,30.0,Within past year (anytime less than 12 months ago),No,5.0,None of them,Yes,No,No,Yes,No,Yes,Yes,No,Yes,Yes,No,No,Yes,Yes,No,No,Current smoker - now smokes every day,Never used e-cigarettes in my entire life,Yes,"Black only, Non-Hispanic",1.63,72.57,No,Yes,No,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
+No,20.25,Yes,No,No,16.0,30.0,No,Female,25-29,Hispanic,No,Yes,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,27.37,,,,,,,Male,Age 50 to 54,,,,,,,,Georgia,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.73,81.65,No,Yes,No,No,"Yes, received Tdap",No,Yes
+,31.0,,,,,,,Female,Age 75 to 79,,,,,,,,Florida,2.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,1 to 5,No,No,No,No,No,No,No,Yes,Yes,No,Yes,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.6,79.38,No,No,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,Yes
+,36.05,,,,,,,Female,Age 50 to 54,,,,,,,,California,0.0,15.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Current smoker - now smokes every day,Not at all (right now),Yes,"White only, Non-Hispanic",1.63,95.25,Yes,Yes,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
+,25.23,,,,,,,Male,Age 60 to 64,,,,,,,,Maryland,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"Black only, Non-Hispanic",1.83,84.37,No,Yes,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+,31.89,,,,,,,Female,Age 80 or older,,,,,,,,Kansas,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,No,No,No,No,No,No,No,No,Yes,No,No,No,No,Yes,No,No,Never smoked,Not at all (right now),Yes,"White only, Non-Hispanic",1.6,81.65,No,No,Yes,Yes,"Yes, received tetanus shot, but not Tdap",No,No
+,33.28,,,,,,,Female,Age 60 to 64,,,,,,,,South Dakota,0.0,4.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,Yes,No,Yes,No,Yes,"No, pre-diabetes or borderline diabetes",No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.65,90.72,Yes,No,Yes,Yes,,No,Yes
+No,29.26,Yes,No,No,0.0,0.0,No,Male,60-64,Asian,No,Yes,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,29.26,Yes,No,No,0.0,30.0,No,Female,60-64,White,No,Yes,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,18.25,No,No,No,0.0,0.0,No,Female,45-49,White,No,Yes,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,27.07,No,No,No,0.0,14.0,No,Female,30-34,Hispanic,No,No,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,39.11,No,No,No,2.0,10.0,Yes,Female,65-69,White,Yes,No,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,35.78,,,,,,,Female,Age 18 to 24,,,,,,,,Rhode Island,0.0,0.0,Within past 2 years (1 year but less than 2 years ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.6,91.63,No,No,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+,24.75,,,,,,,Female,Age 45 to 49,,,,,,,,Utah,25.0,30.0,Within past year (anytime less than 12 months ago),No,5.0,"6 or more, but not all",No,No,No,No,No,No,Yes,No,Yes,No,No,No,Yes,No,No,Yes,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.7,71.67,No,Yes,No,Yes,"Yes, received Tdap",No,Yes
+No,37.86,No,No,No,0.0,0.0,Yes,Female,60-64,Hispanic,Yes,Yes,5.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,22.14,,,,,,,Female,Age 75 to 79,,,,,,,,Washington,30.0,5.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,No,Yes,No,No,No,Yes,Yes,No,Yes,No,Yes,No,Yes,No,No,No,Current smoker - now smokes some days,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.6,56.7,Yes,Yes,No,Yes,"Yes, received Tdap",No,No
+,22.62,,,,,,,Female,Age 50 to 54,,,,,,,,Puerto Rico,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,Hispanic,1.5,50.8,No,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+No,19.89,No,Yes,No,2.0,2.0,No,Female,45-49,White,No,Yes,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,21.95,,,,,,,Female,Age 35 to 39,,,,,,,,Maryland,8.0,0.0,Within past 2 years (1 year but less than 2 years ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"Black only, Non-Hispanic",1.57,54.43,No,No,Yes,No,"Yes, received tetanus shot but not sure what type",No,Yes
+,41.01,,,,,,,Male,Age 65 to 69,,,,,,,,New Hampshire,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,1 to 5,No,No,No,No,No,No,No,No,Yes,No,Yes,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.52,95.25,Yes,Yes,Yes,Yes,"Yes, received Tdap",No,Yes
+No,21.46,No,No,No,1.0,2.0,No,Female,40-44,White,No,Yes,7.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,18.47,,,,,,,Male,Age 18 to 24,,,,,,,,Colorado,0.0,0.0,Within past year (anytime less than 12 months ago),No,6.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Use them some days,No,Hispanic,1.85,63.5,Yes,No,Yes,No,"Yes, received Tdap",No,No
+,25.83,,,,,,,Male,Age 65 to 69,,,,,,,,Iowa,0.0,0.0,Within past year (anytime less than 12 months ago),No,8.0,None of them,No,No,No,No,No,No,No,No,Yes,Yes,Yes,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.78,81.65,No,No,Yes,Yes,"Yes, received tetanus shot, but not Tdap",No,Yes
+No,39.48,Yes,No,No,0.0,0.0,Yes,Female,70-74,White,Yes,No,7.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,,,,,,,,Female,Age 70 to 74,,,,,,,,New Hampshire,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,Yes,Yes,,,,,,,,,,"White only, Non-Hispanic",,,,,,,,,
+,25.33,,,,,,,Female,Age 60 to 64,,,,,,,,South Carolina,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,"6 or more, but not all",No,No,No,No,No,No,No,No,Yes,No,No,No,No,Yes,No,No,Current smoker - now smokes some days,Never used e-cigarettes in my entire life,Yes,"Black only, Non-Hispanic",1.6,64.86,Yes,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
+No,22.14,No,No,No,0.0,0.0,No,Female,60-64,Asian,No,Yes,9.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,34.87,,,,,,,Male,Age 45 to 49,,,,,,,,Idaho,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,5.0,None of them,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.8,113.4,No,No,Yes,No,"Yes, received Tdap",No,No
+,33.23,,,,,,,Male,Age 80 or older,,,,,,,,Texas,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,1 to 5,No,Yes,No,No,No,No,No,Yes,No,Yes,No,No,Yes,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.75,102.06,No,No,No,Yes,"Yes, received tetanus shot, but not Tdap",No,No
+,32.98,,,,,,,Male,Age 40 to 44,,,,,,,,Arizona,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Current smoker - now smokes every day,Never used e-cigarettes in my entire life,No,Hispanic,1.85,113.4,Yes,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+No,29.05,No,No,No,1.0,0.0,No,Female,50-54,White,No,Yes,9.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,40.69,Yes,No,No,0.0,0.0,No,Male,50-54,White,No,Yes,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,23.87,Yes,No,No,0.0,0.0,No,Female,40-44,White,No,Yes,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,34.01,Yes,No,No,1.0,0.0,No,Female,65-69,White,No,No,6.0,Yes,No,Yes,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,39.06,No,No,No,0.0,15.0,No,Female,40-44,White,No,Yes,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,25.53,Yes,No,No,0.0,0.0,No,Female,70-74,White,No,Yes,7.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,18.29,Yes,No,No,0.0,30.0,No,Female,70-74,White,No,Yes,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,28.25,No,No,No,0.0,0.0,No,Male,70-74,White,No,Yes,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,31.47,,,,,,,Male,Age 75 to 79,,,,,,,,Ohio,30.0,30.0,Within past year (anytime less than 12 months ago),No,10.0,"6 or more, but not all",No,No,Yes,No,No,No,No,No,Yes,No,Yes,Yes,No,Yes,No,No,Current smoker - now smokes every day,Not at all (right now),Yes,"White only, Non-Hispanic",1.68,88.45,No,No,No,No,"Yes, received tetanus shot, but not Tdap",No,Yes
+,26.13,,,,,,,Female,Age 55 to 59,,,,,,,,Ohio,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Not at all (right now),No,"White only, Non-Hispanic",1.65,71.21,Yes,No,Yes,No,"Yes, received tetanus shot but not sure what type",No,No
+No,24.41,Yes,No,No,7.0,1.0,Yes,Male,60-64,White,No,Yes,5.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,22.25,No,No,No,0.0,0.0,No,Male,75-79,White,No,Yes,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,31.32,Yes,Yes,No,0.0,0.0,No,Female,75-79,White,No,Yes,7.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,22.31,,,,,,,Female,Age 75 to 79,,,,,,,,Virginia,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,,,,,,"White only, Non-Hispanic",1.63,58.97,,,,,,,
+,33.29,,,,,,,Female,Age 70 to 74,,,,,,,,Puerto Rico,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,Yes,No,No,No,No,No,Yes,No,No,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,Hispanic,1.57,82.55,No,No,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
+,29.26,,,,,,,Female,Age 55 to 59,,,,,,,,Kansas,3.0,3.0,Within past year (anytime less than 12 months ago),Yes,9.0,None of them,No,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,,,,"White only, Non-Hispanic",1.57,72.57,,,,,,,
+No,21.31,Yes,No,No,0.0,0.0,No,Female,60-64,White,No,Yes,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,23.49,No,No,No,2.0,7.0,No,Female,30-34,Black,No,Yes,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,26.65,Yes,No,No,0.0,0.0,No,Male,35-39,White,No,Yes,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,24.96,,,,,,,Female,Age 75 to 79,,,,,,,,Connecticut,0.0,0.0,Within past year (anytime less than 12 months ago),No,8.0,"6 or more, but not all",No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.65,68.04,No,No,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
+Yes,25.75,No,No,No,0.0,0.0,No,Female,75-79,American Indian/Alaskan Native,No,No,7.0,No,Yes,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,26.39,,,,,,,Male,Age 65 to 69,,,,,,,,South Carolina,30.0,30.0,Within past year (anytime less than 12 months ago),Yes,5.0,"6 or more, but not all",No,No,No,No,No,Yes,Yes,No,No,Yes,No,No,Yes,Yes,Yes,Yes,Current smoker - now smokes some days,Never used e-cigarettes in my entire life,Yes,"Multiracial, Non-Hispanic",1.85,90.72,No,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
+,31.14,,,,,,,Male,Age 65 to 69,,,,,,,,South Carolina,2.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,All,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"Other race only, Non-Hispanic",1.85,107.05,No,No,No,Yes,"Yes, received Tdap",No,No
+,26.63,,,,,,,Male,Age 40 to 44,,,,,,,,Missouri,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,5.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.68,74.84,No,Yes,No,No,"Yes, received tetanus shot but not sure what type",No,No
+No,19.9,No,No,No,1.0,5.0,No,Male,18-24,White,No,Yes,5.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,30.43,Yes,No,No,0.0,0.0,No,Male,25-29,White,No,Yes,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,31.09,Yes,No,No,30.0,30.0,Yes,Female,50-54,White,No,Yes,5.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,22.31,,,,,,,Female,Age 35 to 39,,,,,,,,Washington,0.0,0.0,Within past 2 years (1 year but less than 2 years ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,,"White only, Non-Hispanic",1.63,58.97,,,,,,,
+,35.87,,,,,,,Male,Age 60 to 64,,,,,,,,Nevada,,30.0,Within past year (anytime less than 12 months ago),Yes,6.0,"6 or more, but not all",No,No,Yes,Yes,No,Yes,No,No,No,No,No,No,No,No,No,No,,,,"White only, Non-Hispanic",1.78,113.4,,,,,,,
+No,24.41,No,No,No,2.0,0.0,No,Male,60-64,White,No,Yes,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,21.79,,,,,,,Female,Age 40 to 44,,,,,,,,Vermont,0.0,2.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"Multiracial, Non-Hispanic",1.68,61.23,Yes,Yes,Yes,Yes,"Yes, received Tdap",No,No
+,36.9,,,,,,,Female,Age 40 to 44,,,,,,,,Missouri,1.0,1.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,No,"Yes, but only during pregnancy (female)",No,Yes,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.63,97.52,Yes,No,Yes,No,"Yes, received Tdap",No,No
+No,27.46,No,No,No,0.0,0.0,No,Female,30-34,White,No,Yes,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,,,,,,,,Male,,,,,,,,,Minnesota,4.0,23.0,Within past year (anytime less than 12 months ago),Yes,5.0,None of them,No,No,No,Yes,No,No,No,No,Yes,No,,,,,,,,,,,,,,,,,,,
+No,27.22,Yes,No,No,0.0,2.0,No,Male,55-59,Other,No,Yes,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,22.24,,,,,,,Male,Age 70 to 74,,,,,,,,South Dakota,12.0,0.0,Within past year (anytime less than 12 months ago),No,7.0,"6 or more, but not all",No,No,No,No,No,Yes,No,No,No,No,No,Yes,No,No,No,Yes,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.78,70.31,No,Yes,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
+,20.36,,,,,,,Female,Age 60 to 64,,,,,,,,Georgia,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.7,58.97,Yes,No,Yes,No,,No,No
+,,,,,,,,Female,Age 65 to 69,,,,,,,,New Mexico,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,10.0,None of them,No,No,No,No,No,No,No,No,No,No,,,,,,,,,,"White only, Non-Hispanic",,,,,,,,,
+No,23.96,No,No,No,0.0,0.0,No,Female,75-79,White,"No, borderline diabetes",Yes,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,30.08,Yes,No,No,0.0,0.0,No,Female,80 or older,White,No,Yes,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,27.44,Yes,No,No,0.0,0.0,Yes,Female,65-69,White,Yes,No,9.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,,,,,,,,Male,Age 35 to 39,,,,,,,,Massachusetts,2.0,15.0,Within past 2 years (1 year but less than 2 years ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,,,,,,,,,,"White only, Non-Hispanic",,,,,,,,,
+No,32.69,No,No,No,0.0,0.0,No,Male,70-74,White,No,Yes,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,21.97,No,No,No,0.0,0.0,No,Female,45-49,White,No,Yes,7.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,24.21,,,,,,,Female,Age 80 or older,,,,,,,,Michigan,0.0,1.0,Within past year (anytime less than 12 months ago),No,,,No,No,No,No,No,No,No,No,Yes,No,No,No,No,Yes,Yes,Yes,Never smoked,Never used e-cigarettes in my entire life,No,"Black only, Non-Hispanic",1.68,68.04,No,No,Yes,No,,No,No
+No,43.58,No,No,No,0.0,0.0,No,Female,45-49,Black,No,Yes,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,23.17,Yes,Yes,No,0.0,0.0,No,Female,75-79,Hispanic,No,Yes,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,24.33,,,,,,,Male,Age 70 to 74,,,,,,,,Maryland,0.0,10.0,Within past year (anytime less than 12 months ago),Yes,7.0,All,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Current smoker - now smokes some days,Not at all (right now),Yes,"White only, Non-Hispanic",1.73,72.57,Yes,Yes,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
+,39.16,,,,,,,Female,Age 65 to 69,,,,,,,,Oklahoma,0.0,0.0,Within past year (anytime less than 12 months ago),No,4.0,1 to 5,No,Yes,No,No,No,No,No,No,Yes,No,No,No,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.7,113.4,No,No,No,No,"Yes, received Tdap",No,Yes
+No,23.73,No,No,No,2.0,0.0,No,Male,65-69,White,Yes,Yes,7.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,27.8,,,,,,,Male,Age 40 to 44,,,,,,,,Idaho,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,Former smoker,Not at all (right now),Yes,"White only, Non-Hispanic",1.83,92.99,No,Yes,No,No,"Yes, received tetanus shot but not sure what type",No,Yes
+,36.32,,,,,,,Female,Age 65 to 69,,,,,,,,Ohio,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,Yes,No,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.68,102.06,No,No,Yes,Yes,"Yes, received Tdap",No,Tested positive using home test without a health professional
+No,26.31,Yes,Yes,No,0.0,0.0,No,Female,40-44,White,No,Yes,5.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,21.77,,,,,,,Male,Age 60 to 64,,,,,,,,Wisconsin,0.0,0.0,Within past 5 years (2 years but less than 5 years ago),Yes,7.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Current smoker - now smokes every day,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.85,74.84,Yes,No,Yes,Yes,"Yes, received Tdap",No,No
+No,27.41,No,No,No,0.0,5.0,No,Male,55-59,White,No,Yes,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,27.12,,,,,,,Female,Age 35 to 39,,,,,,,,Colorado,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,1 to 5,No,No,No,No,No,No,No,No,No,"Yes, but only during pregnancy (female)",No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.83,90.72,Yes,Yes,Yes,No,"Yes, received Tdap",No,No
+,25.75,,,,,,,Female,Age 70 to 74,,,,,,,,Virginia,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,1 to 5,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.63,68.04,No,No,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
+,21.62,,,,,,,Male,Age 40 to 44,,,,,,,,Nebraska,0.0,2.0,Within past 5 years (2 years but less than 5 years ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.8,70.31,No,No,No,No,"Yes, received tetanus shot but not sure what type",No,No
+,32.01,,,,,,,Female,Age 75 to 79,,,,,,,,California,0.0,3.0,Within past year (anytime less than 12 months ago),Yes,7.0,1 to 5,No,No,No,Yes,No,No,Yes,No,Yes,No,Yes,No,Yes,No,No,No,Former smoker,Not at all (right now),No,"White only, Non-Hispanic",1.57,79.38,Yes,No,No,Yes,,No,Yes
+,31.28,,,,,,,Male,Age 50 to 54,,,,,,,,Texas,0.0,0.0,Within past 2 years (1 year but less than 2 years ago),No,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Not at all (right now),Yes,Hispanic,1.78,98.88,No,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
+No,24.89,No,No,No,0.0,0.0,No,Female,75-79,Hispanic,No,Yes,6.0,No,No,Yes,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,20.67,,,,,,,Female,Age 50 to 54,,,,,,,,Texas,0.0,0.0,Within past 2 years (1 year but less than 2 years ago),Yes,4.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.75,63.5,Yes,Yes,No,No,"Yes, received tetanus shot but not sure what type",No,Yes
+,22.92,,,,,,,Female,Age 75 to 79,,,,,,,,Washington,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.68,64.41,Yes,No,Yes,No,"Yes, received Tdap",No,No
+No,23.17,No,No,No,30.0,0.0,Yes,Female,70-74,White,No,No,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,26.85,Yes,No,No,0.0,7.0,No,Male,40-44,White,No,Yes,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,23.89,Yes,No,No,0.0,3.0,No,Female,40-44,White,No,Yes,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,28.8,,,,,,,Male,Age 65 to 69,,,,,,,,West Virginia,10.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Not at all (right now),No,"White only, Non-Hispanic",1.75,88.45,No,No,Yes,Yes,"Yes, received Tdap",No,Yes
+,29.03,,,,,,,Male,Age 25 to 29,,,,,,,,South Carolina,4.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.85,99.79,No,Yes,No,No,"Yes, received Tdap",No,Yes
+,25.8,,,,,,,Male,Age 50 to 54,,,,,,,,Utah,14.0,30.0,Within past year (anytime less than 12 months ago),Yes,3.0,None of them,No,No,No,No,No,No,Yes,No,Yes,No,No,No,Yes,Yes,No,No,Current smoker - now smokes every day,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.8,83.91,Yes,No,No,No,"Yes, received tetanus shot but not sure what type",No,No
+,31.32,,,,,,,Male,Age 18 to 24,,,,,,,,Iowa,0.0,3.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Not at all (right now),No,"White only, Non-Hispanic",1.7,90.72,Yes,No,No,Yes,"Yes, received Tdap",No,No
+,31.24,,,,,,,Female,Age 60 to 64,,,,,,,,Washington,28.0,30.0,,No,15.0,1 to 5,No,No,No,Yes,No,Yes,Yes,Yes,No,No,No,No,No,Yes,Yes,Yes,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.63,82.55,No,Yes,Yes,,"Yes, received tetanus shot but not sure what type",No,No
+,,,,,,,,Female,Age 45 to 49,,,,,,,,Massachusetts,0.0,2.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.63,,Yes,Yes,Yes,,"Yes, received tetanus shot but not sure what type",No,Yes
+,22.31,,,,,,,Female,Age 25 to 29,,,,,,,,New York,0.0,5.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Not at all (right now),No,"White only, Non-Hispanic",1.63,58.97,Yes,No,No,No,"Yes, received Tdap",No,Yes
+,21.26,,,,,,,Female,Age 18 to 24,,,,,,,,Florida,2.0,20.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,Never smoked,Not at all (right now),No,"White only, Non-Hispanic",1.6,54.43,Yes,No,No,,"No, did not receive any tetanus shot in the past 10 years",No,Yes
+,28.89,,,,,,,Female,Age 40 to 44,,,,,,,,Georgia,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.73,86.18,No,No,No,Yes,"Yes, received Tdap",No,Yes
+,24.33,,,,,,,Male,Age 45 to 49,,,,,,,,New Hampshire,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.73,72.57,Yes,No,Yes,No,"Yes, received Tdap",No,No
+,28.89,,,,,,,Male,Age 80 or older,,,,,,,,Florida,5.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,1 to 5,No,No,No,Yes,No,No,No,No,Yes,Yes,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.73,86.18,No,No,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,Yes
+No,21.79,No,No,No,0.0,4.0,No,Female,65-69,White,No,Yes,10.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,28.41,Yes,No,Yes,30.0,0.0,Yes,Male,75-79,White,Yes,No,4.0,No,Yes,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,30.13,Yes,Yes,No,0.0,0.0,No,Male,45-49,White,No,No,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,28.19,,,,,,,Female,Age 70 to 74,,,,,,,,Mississippi,5.0,0.0,Within past year (anytime less than 12 months ago),No,8.0,"6 or more, but not all",No,No,No,No,No,No,No,No,Yes,No,Yes,No,Yes,Yes,No,No,Current smoker - now smokes every day,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.7,81.65,No,No,No,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
+No,19.77,No,No,No,1.0,30.0,No,Female,18-24,White,No,Yes,10.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,25.09,No,No,No,0.0,0.0,No,Male,30-34,White,No,Yes,8.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,29.54,,,,,,,Female,Age 18 to 24,,,,,,,,Alaska,30.0,0.0,Within past year (anytime less than 12 months ago),No,10.0,None of them,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.68,83.01,No,No,Yes,No,"Yes, received Tdap",No,No
+No,19.97,No,No,No,0.0,0.0,No,Male,60-64,White,No,No,4.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,24.65,,,,,,,Male,Age 55 to 59,,,,,,,,Utah,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,Yes,No,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.88,87.09,No,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
+,25.0,,,,,,,Male,Age 60 to 64,,,,,,,,Kansas,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Current smoker - now smokes some days,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.91,90.72,Yes,No,No,No,"Yes, received Tdap",No,Yes
+,28.75,,,,,,,Male,Age 65 to 69,,,,,,,,Maine,15.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,"6 or more, but not all",Yes,Yes,No,Yes,No,Yes,No,No,Yes,No,No,No,No,Yes,No,No,Current smoker - now smokes every day,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.91,104.33,No,Yes,No,Yes,"Yes, received Tdap",No,No
+,32.01,,,,,,,Female,Age 65 to 69,,,,,,,,South Carolina,0.0,0.0,Within past year (anytime less than 12 months ago),No,5.0,1 to 5,No,Yes,Yes,No,No,No,No,No,Yes,No,Yes,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"Black only, Non-Hispanic",1.57,79.38,No,,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+,28.13,,,,,,,Female,Age 60 to 64,,,,,,,,Connecticut,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,5.0,1 to 5,No,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.73,83.91,Yes,No,No,Yes,,No,Yes
+,22.67,,,,,,,Female,Age 30 to 34,,,,,,,,Michigan,0.0,10.0,5 or more years ago,Yes,4.0,None of them,No,No,No,Yes,No,No,Yes,No,No,"No, pre-diabetes or borderline diabetes",No,No,No,No,No,No,Never smoked,Not at all (right now),No,"White only, Non-Hispanic",1.55,54.43,Yes,Yes,Yes,Yes,"Yes, received Tdap",No,Tested positive using home test without a health professional
+,,,,,,,,Female,Age 65 to 69,,,,,,,,Connecticut,30.0,0.0,Within past 2 years (1 year but less than 2 years ago),Yes,6.0,1 to 5,No,No,No,Yes,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.65,,No,No,No,Yes,"Yes, received Tdap",No,No
+,28.25,,,,,,,Male,Age 70 to 74,,,,,,,,Arizona,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,"6 or more, but not all",No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.68,79.38,No,,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
+,34.17,,,,,,,Male,Age 45 to 49,,,,,,,,South Dakota,0.0,5.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.8,111.13,Yes,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
+,24.37,,,,,,,Male,Age 35 to 39,,,,,,,,Florida,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,10.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"Black only, Non-Hispanic",1.75,74.84,Yes,Yes,No,No,"Yes, received tetanus shot but not sure what type",No,No
+,24.41,,,,,,,Male,Age 75 to 79,,,,,,,,Missouri,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,9.0,"6 or more, but not all",No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"Black only, Non-Hispanic",1.8,79.38,No,No,Yes,No,"Yes, received Tdap",No,No
+,27.12,,,,,,,Male,Age 60 to 64,,,,,,,,Kentucky,0.0,0.0,Within past 5 years (2 years but less than 5 years ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Current smoker - now smokes every day,Use them some days,Yes,"White only, Non-Hispanic",1.83,90.72,No,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+,21.12,,,,,,,Male,Age 65 to 69,,,,,,,,Nebraska,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.75,64.86,Yes,No,Yes,Yes,"Yes, received Tdap",No,No
+,19.77,,,,,,,Male,Age 25 to 29,,,,,,,,Virginia,0.0,30.0,Within past 5 years (2 years but less than 5 years ago),Yes,10.0,None of them,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,Former smoker,Use them every day,No,"White only, Non-Hispanic",1.73,58.97,Yes,Yes,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+No,40.76,Yes,No,Yes,1.0,0.0,No,Male,80 or older,White,Yes,No,2.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,24.97,,,,,,,Male,Age 80 or older,,,,,,,,Alaska,0.0,0.0,Within past year (anytime less than 12 months ago),No,9.0,1 to 5,No,Yes,No,No,No,No,No,No,No,No,Yes,No,Yes,Yes,No,Yes,Never smoked,Never used e-cigarettes in my entire life,,"White only, Non-Hispanic",1.8,81.19,No,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,Yes
+Yes,28.7,Yes,No,No,0.0,0.0,No,Male,65-69,Other,Yes,Yes,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,22.15,Yes,No,No,0.0,0.0,No,Male,30-34,White,No,Yes,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,25.1,No,No,No,0.0,0.0,No,Male,60-64,White,No,Yes,7.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,22.67,No,No,No,0.0,0.0,No,Female,30-34,Asian,No,Yes,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,21.63,,,,,,,Female,Age 70 to 74,,,,,,,,Michigan,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.65,58.97,Yes,No,No,Yes,"Yes, received tetanus shot but not sure what type",No,No
+No,25.62,Yes,No,No,0.0,2.0,No,Male,25-29,White,No,Yes,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,27.06,,,,,,,Female,Age 60 to 64,,,,,,,,Florida,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,Current smoker - now smokes some days,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.73,80.74,Yes,Yes,Yes,No,"Yes, received tetanus shot but not sure what type",No,Yes
+,32.28,,,,,,,Female,Age 60 to 64,,,,,,,,Colorado,15.0,8.0,Within past year (anytime less than 12 months ago),No,9.0,None of them,Yes,No,No,Yes,No,No,Yes,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.68,90.72,No,No,No,No,"Yes, received tetanus shot but not sure what type",No,No
diff --git a/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_004/history.csv b/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_004/history.csv
index 9093f869652d17a30aaf20b99606a6f1cc2e52c5..bc93ad8a6dd9aed8e10d3f41428f2567b21f801e 100644
--- a/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_004/history.csv
+++ b/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_004/history.csv
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:b4d564b31a93092969a7afc7c48fe0771a51b32a6d9219175fd4ff276bb9b5e3
-size 271621218
+oid sha256:b53f367dbe4a7a9ba4955ba31efd2afc5b76f4668fa5e8406512a2971c28807e
+size 270600562
diff --git a/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_004/info.json b/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_004/info.json
index 53272e3074451c673817a05ef4da5ee438d07863..c876b7e9aa18ec2175d72a1a6b59bf487c77e98c 100644
--- a/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_004/info.json
+++ b/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_004/info.json
@@ -1,401 +1,393 @@
-{
-    "name": "Indicators of Heart Disease (2022 UPDATE)",
-    "source": "https://www.kaggle.com/datasets/kamilpytlak/personal-key-indicators-of-heart-disease/data",
-    "data_intro": "The dataset originally comes from the CDC and is a major part of the Behavioral Risk Factor Surveillance System (BRFSS), which conducts annual telephone surveys to collect data on the health status of U.S. residents. As described by the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm): \"Established in 1984 with 15 states, BRFSS now collects data in all 50 states, the District of Columbia, and three U.S. territories. BRFSS completes more than 400,000 adult interviews each year, making it the largest continuously conducted health survey system in the world. The most recent dataset includes data from 2023. In this dataset, I noticed many factors (questions) that directly or indirectly influence heart disease, so I decided to select the most relevant variables from it. I also decided to share with you two versions of the most recent dataset: with NaNs and without it.",
-    "is_splited": false,
-    "overall_size": 1010949,
-    "train_size": 0,
-    "test_size": 0,
-    "c_classes": 46,
-    "n_classes": 9,
-    "cat_feature_intro": {
-        "HeartDisease": "The dataset originally comes from the CDC and is a major part of the Behavioral Risk Factor Surveillance System (BRFSS), which conducts annual telephone surveys to collect data on the health status of U.S. residents. As described by the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm): \"Established in 1984 with 15 states, BRFSS now collects data in all 50 states, the District of Columbia, and three U.S. territories. BRFSS completes more than 400,000 adult interviews each year, making it the largest continuously conducted health survey system in the world. The most recent dataset includes data from 2023. In this dataset, I noticed many factors (questions) that directly or indirectly influence heart disease, so I decided to select the most relevant variables from it. I also decided to share with you two versions of the most recent dataset: with NaNs and without it.",
-        "Smoking": "According to the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm), heart disease is a leading cause of death for people of most races in the U.S. (African Americans, American Indians and Alaska Natives, and whites). About half of all Americans (47%) have at least 1 of 3 major risk factors for heart disease: high blood pressure, high cholesterol, and smoking. Other key indicators include diabetes status, obesity (high BMI), not getting enough physical activity, or drinking too much alcohol. Identifying and preventing the factors that have the greatest impact on heart disease is very important in healthcare. In turn, developments in computing allow the application of machine learning methods to detect \"patterns\" in the data that can predict a patient's condition.",
-        "AlcoholDrinking": "According to the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm), excessive alcohol consumption can lead to high blood pressure, heart failure, and even stroke. It is important to monitor and manage alcohol intake to reduce the risk of heart disease.",
-        "Stroke": "A stroke is a medical emergency that occurs when the blood supply to part of the brain is interrupted or reduced, preventing brain tissue from getting oxygen and nutrients. This can lead to serious health complications, including heart disease.",
-        "DiffWalking": "Difficulty walking can be a sign of underlying health issues, including heart disease. It is important to address mobility issues to improve overall health and reduce the risk of heart-related complications.",
-        "Sex": "Sex is a biological factor that can influence the risk of heart disease. Men and women may experience different symptoms and risk factors for heart disease.",
-        "AgeCategory": "Age is a significant risk factor for heart disease. As people age, their risk of developing heart disease increases. It is important to monitor heart health as individuals get older.",
-        "Race": "According to the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm), heart disease is a leading cause of death for people of most races in the U.S. (African Americans, American Indians and Alaska Natives, and whites). About half of all Americans (47%) have at least 1 of 3 major risk factors for heart disease: high blood pressure, high cholesterol, and smoking. Other key indicators include diabetes status, obesity (high BMI), not getting enough physical activity, or drinking too much alcohol. Identifying and preventing the factors that have the greatest impact on heart disease is very important in healthcare. In turn, developments in computing allow the application of machine learning methods to detect \"patterns\" in the data that can predict a patient's condition.",
-        "Diabetic": "Diabetes is a major risk factor for heart disease. High blood sugar levels can damage blood vessels and nerves that control the heart, leading to an increased risk of heart disease.",
-        "PhysicalActivity": "Regular physical activity is important for maintaining heart health. It can help reduce the risk of heart disease by improving blood pressure, cholesterol levels, and overall cardiovascular fitness.",
-        "GenHealth": "General health status can influence the risk of heart disease. It is important to maintain overall health and address any underlying health issues to reduce the risk of heart-related complications.",
-        "Asthma": "Asthma is a chronic respiratory condition that can affect heart health. It is important to manage asthma symptoms to reduce the risk of heart disease.",
-        "KidneyDisease": "Kidney disease can increase the risk of heart disease. It is important to monitor and manage kidney health to reduce the risk of heart-related complications.",
-        "SkinCancer": "Skin cancer is a type of cancer that can affect overall health. It is important to address and treat skin cancer to maintain overall health and reduce the risk of heart disease.",
-        "State": "The dataset originally comes from the CDC and is a major part of the Behavioral Risk Factor Surveillance System (BRFSS), which conducts annual telephone surveys to collect data on the health status of U.S. residents. As described by the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm): \"Established in 1984 with 15 states, BRFSS now collects data in all 50 states, the District of Columbia, and three U.S. territories. BRFSS completes more than 400,000 adult interviews each year, making it the largest continuously conducted health survey system in the world. The most recent dataset includes data from 2023. In this dataset, I noticed many factors (questions) that directly or indirectly influence heart disease, so I decided to select the most relevant variables from it. I also decided to share with you two versions of the most recent dataset: with NaNs and without it.",
-        "GeneralHealth": "General health status can influence the risk of heart disease. It is important to maintain overall health and address any underlying health issues to reduce the risk of heart-related complications.",
-        "LastCheckupTime": "The time since the last medical checkup can be an important factor in heart health. Regular checkups can help identify and address risk factors for heart disease early.",
-        "PhysicalActivities": "Engaging in regular physical activities is important for maintaining heart health. It can help reduce the risk of heart disease by improving blood pressure, cholesterol levels, and overall cardiovascular fitness.",
-        "RemovedTeeth": "The number of removed teeth can be an indicator of overall health, including heart health. Poor oral health has been linked to an increased risk of heart disease.",
-        "HadHeartAttack": "As described above, the original dataset of nearly 300 variables was reduced to 40 variables. In addition to classical EDA, this dataset can be used to apply a number of machine learning methods, especially classifier models (logistic regression, SVM, random forest, etc.). You should treat the variable \"HadHeartAttack\" as binary (\"Yes\" - respondent had heart disease; \"No\" - respondent did not have heart disease). Note, however, that the classes are unbalanced, so the classic approach of applying a model is not advisable. Fixing the weights/undersampling should yield much better results. Based on the data set, I built a logistic regression model and embedded it in an application that might inspire you: https://share.streamlit.io/kamilpytlak/heart-condition-checker/main/app.py. Can you indicate which variables have a significant effect on the likelihood of heart disease?",
-        "HadAngina": "Angina is a type of chest pain caused by reduced blood flow to the heart. It is a symptom of coronary artery disease and can indicate an increased risk of heart disease.",
-        "HadStroke": "A stroke is a medical emergency that occurs when the blood supply to part of the brain is interrupted or reduced, preventing brain tissue from getting oxygen and nutrients. This can lead to serious health complications, including heart disease.",
-        "HadAsthma": "Asthma is a chronic respiratory condition that can affect heart health. It is important to manage asthma symptoms to reduce the risk of heart disease.",
-        "HadSkinCancer": "Skin cancer is a type of cancer that can affect overall health. It is important to address and treat skin cancer to maintain overall health and reduce the risk of heart disease.",
-        "HadCOPD": "Chronic obstructive pulmonary disease (COPD) is a chronic inflammatory lung disease that causes obstructed airflow from the lungs. It can increase the risk of heart disease.",
-        "HadDepressiveDisorder": "Depressive disorders can affect overall health and increase the risk of heart disease. It is important to address and manage mental health to reduce the risk of heart-related complications.",
-        "HadKidneyDisease": "Kidney disease can increase the risk of heart disease. It is important to monitor and manage kidney health to reduce the risk of heart-related complications.",
-        "HadArthritis": "Arthritis is a condition that causes inflammation of the joints. It can affect overall health and increase the risk of heart disease.",
-        "HadDiabetes": "Diabetes is a major risk factor for heart disease. High blood sugar levels can damage blood vessels and nerves that control the heart, leading to an increased risk of heart disease.",
-        "DeafOrHardOfHearing": "Hearing loss can affect overall health and quality of life. It is important to address and manage hearing issues to maintain overall health and reduce the risk of heart disease.",
-        "BlindOrVisionDifficulty": "Vision difficulties can affect overall health and quality of life. It is important to address and manage vision issues to maintain overall health and reduce the risk of heart disease.",
-        "DifficultyConcentrating": "Difficulty concentrating can be a sign of underlying health issues, including heart disease. It is important to address cognitive issues to improve overall health and reduce the risk of heart-related complications.",
-        "DifficultyWalking": "Difficulty walking can be a sign of underlying health issues, including heart disease. It is important to address mobility issues to improve overall health and reduce the risk of heart-related complications.",
-        "DifficultyDressingBathing": "Difficulty with daily activities such as dressing and bathing can be a sign of underlying health issues, including heart disease. It is important to address these issues to improve overall health and reduce the risk of heart-related complications.",
-        "DifficultyErrands": "Difficulty running errands can be a sign of underlying health issues, including heart disease. It is important to address these issues to improve overall health and reduce the risk of heart-related complications.",
-        "SmokerStatus": "Smoking is a major risk factor for heart disease. It is important to address and manage smoking habits to reduce the risk of heart-related complications.",
-        "ECigaretteUsage": "E-cigarette usage can affect heart health. It is important to monitor and manage e-cigarette usage to reduce the risk of heart disease.",
-        "ChestScan": "Chest scans can help identify underlying health issues, including heart disease. It is important to monitor and address any abnormalities found in chest scans to maintain overall health.",
-        "RaceEthnicityCategory": "Race and ethnicity can influence the risk of heart disease. It is important to consider these factors when assessing and managing heart health.",
-        "AlcoholDrinkers": "According to the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm), excessive alcohol consumption can lead to high blood pressure, heart failure, and even stroke. It is important to monitor and manage alcohol intake to reduce the risk of heart disease.",
-        "HIVTesting": "HIV testing is important for overall health. It is important to address and manage HIV status to reduce the risk of heart-related complications.",
-        "FluVaxLast12": "Receiving a flu vaccine in the last 12 months can help reduce the risk of respiratory infections, which can affect heart health. It is important to stay up-to-date with vaccinations to maintain overall health.",
-        "PneumoVaxEver": "Receiving a pneumococcal vaccine can help reduce the risk of respiratory infections, which can affect heart health. It is important to stay up-to-date with vaccinations to maintain overall health.",
-        "TetanusLast10Tdap": "Receiving a tetanus vaccine in the last 10 years can help reduce the risk of infections, which can affect heart health. It is important to stay up-to-date with vaccinations to maintain overall health.",
-        "HighRiskLastYear": "Being at high risk for health issues in the last year can affect overall health and increase the risk of heart disease. It is important to address and manage high-risk factors to reduce the risk of heart-related complications.",
-        "CovidPos": "Testing positive for COVID-19 can affect overall health and increase the risk of heart disease. It is important to monitor and manage COVID-19 symptoms to reduce the risk of heart-related complications."
-    },
-    "num_feature_intro": {
-        "BMI": "According to the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm), heart disease is a leading cause of death for people of most races in the U.S. (African Americans, American Indians and Alaska Natives, and whites). About half of all Americans (47%) have at least 1 of 3 major risk factors for heart disease: high blood pressure, high cholesterol, and smoking. Other key indicators include diabetes status, obesity (high BMI), not getting enough physical activity, or drinking too much alcohol. Identifying and preventing the factors that have the greatest impact on heart disease is very important in healthcare. In turn, developments in computing allow the application of machine learning methods to detect \"patterns\" in the data that can predict a patient's condition.",
-        "PhysicalHealth": "Physical health is an important factor in overall well-being and can influence the risk of heart disease. It is important to maintain good physical health to reduce the risk of heart-related complications.",
-        "MentalHealth": "Mental health is an important factor in overall well-being and can influence the risk of heart disease. It is important to address and manage mental health to reduce the risk of heart-related complications.",
-        "SleepTime": "Sleep time is an important factor in overall health. Poor sleep can affect heart health and increase the risk of heart disease. It is important to maintain good sleep habits to reduce the risk of heart-related complications.",
-        "PhysicalHealthDays": "The number of days with good physical health can be an indicator of overall well-being. It is important to maintain good physical health to reduce the risk of heart-related complications.",
-        "MentalHealthDays": "The number of days with good mental health can be an indicator of overall well-being. It is important to address and manage mental health to reduce the risk of heart-related complications.",
-        "SleepHours": "The number of hours of sleep can affect overall health. Poor sleep can affect heart health and increase the risk of heart disease. It is important to maintain good sleep habits to reduce the risk of heart-related complications.",
-        "HeightInMeters": "Height can be an indicator of overall health. It is important to monitor and maintain a healthy height-to-weight ratio to reduce the risk of heart disease.",
-        "WeightInKilograms": "Weight can be an indicator of overall health. It is important to maintain a healthy weight to reduce the risk of heart disease."
-    },
-    "evaluation_metric": "The evaluation metric for this dataset can include accuracy, precision, recall, F1-score, and AUC-ROC. These metrics can help assess the performance of machine learning models in predicting heart disease.",
-    "task_type": "classification",
-    "target": "GeneralHealth",
-    "num_feature_value": {
-        "BMI": [
-            12.02,
-            99.64
-        ],
-        "HeightInMeters": [
-            0.91,
-            2.41
-        ],
-        "MentalHealth": [
-            0.0,
-            30.0
-        ],
-        "MentalHealthDays": [
-            0.0,
-            30.0
-        ],
-        "PhysicalHealth": [
-            0.0,
-            30.0
-        ],
-        "PhysicalHealthDays": [
-            0.0,
-            30.0
-        ],
-        "SleepHours": [
-            1.0,
-            24.0
-        ],
-        "SleepTime": [
-            1.0,
-            24.0
-        ],
-        "WeightInKilograms": [
-            22.68,
-            292.57
-        ]
-    },
-    "cat_feature_value": {
-        "AgeCategory": [
-            "18-24",
-            "25-29",
-            "30-34",
-            "35-39",
-            "40-44",
-            "45-49",
-            "50-54",
-            "55-59",
-            "60-64",
-            "65-69",
-            "70-74",
-            "75-79",
-            "80 or older",
-            "Age 18 to 24",
-            "Age 25 to 29",
-            "Age 30 to 34",
-            "Age 35 to 39",
-            "Age 40 to 44",
-            "Age 45 to 49",
-            "Age 50 to 54",
-            "Age 55 to 59",
-            "Age 60 to 64",
-            "Age 65 to 69",
-            "Age 70 to 74",
-            "Age 75 to 79",
-            "Age 80 or older"
-        ],
-        "AlcoholDrinkers": [
-            "No",
-            "Yes"
-        ],
-        "AlcoholDrinking": [
-            "No",
-            "Yes"
-        ],
-        "Asthma": [
-            "No",
-            "Yes"
-        ],
-        "BlindOrVisionDifficulty": [
-            "No",
-            "Yes"
-        ],
-        "ChestScan": [
-            "No",
-            "Yes"
-        ],
-        "CovidPos": [
-            "No",
-            "Tested positive using home test without a health professional",
-            "Yes"
-        ],
-        "DeafOrHardOfHearing": [
-            "No",
-            "Yes"
-        ],
-        "Diabetic": [
-            "No",
-            "No, borderline diabetes",
-            "Yes",
-            "Yes (during pregnancy)"
-        ],
-        "DiffWalking": [
-            "No",
-            "Yes"
-        ],
-        "DifficultyConcentrating": [
-            "No",
-            "Yes"
-        ],
-        "DifficultyDressingBathing": [
-            "No",
-            "Yes"
-        ],
-        "DifficultyErrands": [
-            "No",
-            "Yes"
-        ],
-        "DifficultyWalking": [
-            "No",
-            "Yes"
-        ],
-        "ECigaretteUsage": [
-            "Never used e-cigarettes in my entire life",
-            "Not at all (right now)",
-            "Use them every day",
-            "Use them some days"
-        ],
-        "FluVaxLast12": [
-            "No",
-            "Yes"
-        ],
-        "GenHealth": [
-            "Excellent",
-            "Fair",
-            "Good",
-            "Poor",
-            "Very good"
-        ],
-        "GeneralHealth": [
-            "Excellent",
-            "Fair",
-            "Good",
-            "Poor",
-            "Very good"
-        ],
-        "HIVTesting": [
-            "No",
-            "Yes"
-        ],
-        "HadAngina": [
-            "No",
-            "Yes"
-        ],
-        "HadArthritis": [
-            "No",
-            "Yes"
-        ],
-        "HadAsthma": [
-            "No",
-            "Yes"
-        ],
-        "HadCOPD": [
-            "No",
-            "Yes"
-        ],
-        "HadDepressiveDisorder": [
-            "No",
-            "Yes"
-        ],
-        "HadDiabetes": [
-            "No",
-            "No, pre-diabetes or borderline diabetes",
-            "Yes",
-            "Yes, but only during pregnancy (female)"
-        ],
-        "HadHeartAttack": [
-            "No",
-            "Yes"
-        ],
-        "HadKidneyDisease": [
-            "No",
-            "Yes"
-        ],
-        "HadSkinCancer": [
-            "No",
-            "Yes"
-        ],
-        "HadStroke": [
-            "No",
-            "Yes"
-        ],
-        "HeartDisease": [
-            "No",
-            "Yes"
-        ],
-        "HighRiskLastYear": [
-            "No",
-            "Yes"
-        ],
-        "KidneyDisease": [
-            "No",
-            "Yes"
-        ],
-        "LastCheckupTime": [
-            "5 or more years ago",
-            "Within past 2 years (1 year but less than 2 years ago)",
-            "Within past 5 years (2 years but less than 5 years ago)",
-            "Within past year (anytime less than 12 months ago)"
-        ],
-        "PhysicalActivities": [
-            "No",
-            "Yes"
-        ],
-        "PhysicalActivity": [
-            "No",
-            "Yes"
-        ],
-        "PneumoVaxEver": [
-            "No",
-            "Yes"
-        ],
-        "Race": [
-            "American Indian/Alaskan Native",
-            "Asian",
-            "Black",
-            "Hispanic",
-            "Other",
-            "White"
-        ],
-        "RaceEthnicityCategory": [
-            "Black only, Non-Hispanic",
-            "Hispanic",
-            "Multiracial, Non-Hispanic",
-            "Other race only, Non-Hispanic",
-            "White only, Non-Hispanic"
-        ],
-        "RemovedTeeth": [
-            "1 to 5",
-            "6 or more, but not all",
-            "All",
-            "None of them"
-        ],
-        "Sex": [
-            "Female",
-            "Male"
-        ],
-        "SkinCancer": [
-            "No",
-            "Yes"
-        ],
-        "SmokerStatus": [
-            "Current smoker - now smokes every day",
-            "Current smoker - now smokes some days",
-            "Former smoker",
-            "Never smoked"
-        ],
-        "Smoking": [
-            "No",
-            "Yes"
-        ],
-        "State": [
-            "Alabama",
-            "Alaska",
-            "Arizona",
-            "Arkansas",
-            "California",
-            "Colorado",
-            "Connecticut",
-            "Delaware",
-            "District of Columbia",
-            "Florida",
-            "Georgia",
-            "Guam",
-            "Hawaii",
-            "Idaho",
-            "Illinois",
-            "Indiana",
-            "Iowa",
-            "Kansas",
-            "Kentucky",
-            "Louisiana",
-            "Maine",
-            "Maryland",
-            "Massachusetts",
-            "Michigan",
-            "Minnesota",
-            "Mississippi",
-            "Missouri",
-            "Montana",
-            "Nebraska",
-            "Nevada",
-            "New Hampshire",
-            "New Jersey",
-            "New Mexico",
-            "New York",
-            "North Carolina",
-            "North Dakota",
-            "Ohio",
-            "Oklahoma",
-            "Oregon",
-            "Pennsylvania",
-            "Puerto Rico",
-            "Rhode Island",
-            "South Carolina",
-            "South Dakota",
-            "Tennessee",
-            "Texas",
-            "Utah",
-            "Vermont",
-            "Virgin Islands",
-            "Virginia",
-            "Washington",
-            "West Virginia",
-            "Wisconsin",
-            "Wyoming"
-        ],
-        "Stroke": [
-            "No",
-            "Yes"
-        ],
-        "TetanusLast10Tdap": [
-            "No, did not receive any tetanus shot in the past 10 years",
-            "Yes, received Tdap",
-            "Yes, received tetanus shot but not sure what type",
-            "Yes, received tetanus shot, but not Tdap"
-        ]
-    }
-}
\ No newline at end of file
+{
+  "name": "Indicators of Heart Disease (2022 UPDATE)",
+  "source": "https://www.kaggle.com/datasets/kamilpytlak/personal-key-indicators-of-heart-disease/data",
+  "data_intro": "The dataset originally comes from the CDC and is a major part of the Behavioral Risk Factor Surveillance System (BRFSS), which conducts annual telephone surveys to collect data on the health status of U.S. residents. As described by the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm): \"Established in 1984 with 15 states, BRFSS now collects data in all 50 states, the District of Columbia, and three U.S. territories. BRFSS completes more than 400,000 adult interviews each year, making it the largest continuously conducted health survey system in the world. The most recent dataset includes data from 2023. In this dataset, I noticed many factors (questions) that directly or indirectly influence heart disease, so I decided to select the most relevant variables from it. I also decided to share with you two versions of the most recent dataset: with NaNs and without it.",
+  "is_splited": false,
+  "overall_size": 1010949,
+  "train_size": 0,
+  "test_size": 0,
+  "c_classes": 45,
+  "n_classes": 9,
+  "cat_feature_intro": {
+    "HeartDisease": "The dataset originally comes from the CDC and is a major part of the Behavioral Risk Factor Surveillance System (BRFSS), which conducts annual telephone surveys to collect data on the health status of U.S. residents. As described by the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm): \"Established in 1984 with 15 states, BRFSS now collects data in all 50 states, the District of Columbia, and three U.S. territories. BRFSS completes more than 400,000 adult interviews each year, making it the largest continuously conducted health survey system in the world. The most recent dataset includes data from 2023. In this dataset, I noticed many factors (questions) that directly or indirectly influence heart disease, so I decided to select the most relevant variables from it. I also decided to share with you two versions of the most recent dataset: with NaNs and without it.",
+    "Smoking": "According to the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm), heart disease is a leading cause of death for people of most races in the U.S. (African Americans, American Indians and Alaska Natives, and whites). About half of all Americans (47%) have at least 1 of 3 major risk factors for heart disease: high blood pressure, high cholesterol, and smoking. Other key indicators include diabetes status, obesity (high BMI), not getting enough physical activity, or drinking too much alcohol. Identifying and preventing the factors that have the greatest impact on heart disease is very important in healthcare. In turn, developments in computing allow the application of machine learning methods to detect \"patterns\" in the data that can predict a patient's condition.",
+    "AlcoholDrinking": "According to the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm), excessive alcohol consumption can lead to high blood pressure, heart failure, and even stroke. It is important to monitor and manage alcohol intake to reduce the risk of heart disease.",
+    "Stroke": "A stroke is a medical emergency that occurs when the blood supply to part of the brain is interrupted or reduced, preventing brain tissue from getting oxygen and nutrients. This can lead to serious health complications, including heart disease.",
+    "DiffWalking": "Difficulty walking can be a sign of underlying health issues, including heart disease. It is important to address mobility issues to improve overall health and reduce the risk of heart-related complications.",
+    "Sex": "Sex is a biological factor that can influence the risk of heart disease. Men and women may experience different symptoms and risk factors for heart disease.",
+    "AgeCategory": "Age is a significant risk factor for heart disease. As people age, their risk of developing heart disease increases. It is important to monitor heart health as individuals get older.",
+    "Race": "According to the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm), heart disease is a leading cause of death for people of most races in the U.S. (African Americans, American Indians and Alaska Natives, and whites). About half of all Americans (47%) have at least 1 of 3 major risk factors for heart disease: high blood pressure, high cholesterol, and smoking. Other key indicators include diabetes status, obesity (high BMI), not getting enough physical activity, or drinking too much alcohol. Identifying and preventing the factors that have the greatest impact on heart disease is very important in healthcare. In turn, developments in computing allow the application of machine learning methods to detect \"patterns\" in the data that can predict a patient's condition.",
+    "Diabetic": "Diabetes is a major risk factor for heart disease. High blood sugar levels can damage blood vessels and nerves that control the heart, leading to an increased risk of heart disease.",
+    "PhysicalActivity": "Regular physical activity is important for maintaining heart health. It can help reduce the risk of heart disease by improving blood pressure, cholesterol levels, and overall cardiovascular fitness.",
+    "Asthma": "Asthma is a chronic respiratory condition that can affect heart health. It is important to manage asthma symptoms to reduce the risk of heart disease.",
+    "KidneyDisease": "Kidney disease can increase the risk of heart disease. It is important to monitor and manage kidney health to reduce the risk of heart-related complications.",
+    "SkinCancer": "Skin cancer is a type of cancer that can affect overall health. It is important to address and treat skin cancer to maintain overall health and reduce the risk of heart disease.",
+    "State": "The dataset originally comes from the CDC and is a major part of the Behavioral Risk Factor Surveillance System (BRFSS), which conducts annual telephone surveys to collect data on the health status of U.S. residents. As described by the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm): \"Established in 1984 with 15 states, BRFSS now collects data in all 50 states, the District of Columbia, and three U.S. territories. BRFSS completes more than 400,000 adult interviews each year, making it the largest continuously conducted health survey system in the world. The most recent dataset includes data from 2023. In this dataset, I noticed many factors (questions) that directly or indirectly influence heart disease, so I decided to select the most relevant variables from it. I also decided to share with you two versions of the most recent dataset: with NaNs and without it.",
+    "GeneralHealth": "Self-reported general health from BRFSS GENHLTH: Excellent, Very good, Good, Fair, or Poor.",
+    "LastCheckupTime": "The time since the last medical checkup can be an important factor in heart health. Regular checkups can help identify and address risk factors for heart disease early.",
+    "PhysicalActivities": "Engaging in regular physical activities is important for maintaining heart health. It can help reduce the risk of heart disease by improving blood pressure, cholesterol levels, and overall cardiovascular fitness.",
+    "RemovedTeeth": "The number of removed teeth can be an indicator of overall health, including heart health. Poor oral health has been linked to an increased risk of heart disease.",
+    "HadHeartAttack": "As described above, the original dataset of nearly 300 variables was reduced to 40 variables. In addition to classical EDA, this dataset can be used to apply a number of machine learning methods, especially classifier models (logistic regression, SVM, random forest, etc.). You should treat the variable \"HadHeartAttack\" as binary (\"Yes\" - respondent had heart disease; \"No\" - respondent did not have heart disease). Note, however, that the classes are unbalanced, so the classic approach of applying a model is not advisable. Fixing the weights/undersampling should yield much better results. Based on the data set, I built a logistic regression model and embedded it in an application that might inspire you: https://share.streamlit.io/kamilpytlak/heart-condition-checker/main/app.py. Can you indicate which variables have a significant effect on the likelihood of heart disease?",
+    "HadAngina": "Angina is a type of chest pain caused by reduced blood flow to the heart. It is a symptom of coronary artery disease and can indicate an increased risk of heart disease.",
+    "HadStroke": "A stroke is a medical emergency that occurs when the blood supply to part of the brain is interrupted or reduced, preventing brain tissue from getting oxygen and nutrients. This can lead to serious health complications, including heart disease.",
+    "HadAsthma": "Asthma is a chronic respiratory condition that can affect heart health. It is important to manage asthma symptoms to reduce the risk of heart disease.",
+    "HadSkinCancer": "Skin cancer is a type of cancer that can affect overall health. It is important to address and treat skin cancer to maintain overall health and reduce the risk of heart disease.",
+    "HadCOPD": "Chronic obstructive pulmonary disease (COPD) is a chronic inflammatory lung disease that causes obstructed airflow from the lungs. It can increase the risk of heart disease.",
+    "HadDepressiveDisorder": "Depressive disorders can affect overall health and increase the risk of heart disease. It is important to address and manage mental health to reduce the risk of heart-related complications.",
+    "HadKidneyDisease": "Kidney disease can increase the risk of heart disease. It is important to monitor and manage kidney health to reduce the risk of heart-related complications.",
+    "HadArthritis": "Arthritis is a condition that causes inflammation of the joints. It can affect overall health and increase the risk of heart disease.",
+    "HadDiabetes": "Diabetes is a major risk factor for heart disease. High blood sugar levels can damage blood vessels and nerves that control the heart, leading to an increased risk of heart disease.",
+    "DeafOrHardOfHearing": "Hearing loss can affect overall health and quality of life. It is important to address and manage hearing issues to maintain overall health and reduce the risk of heart disease.",
+    "BlindOrVisionDifficulty": "Vision difficulties can affect overall health and quality of life. It is important to address and manage vision issues to maintain overall health and reduce the risk of heart disease.",
+    "DifficultyConcentrating": "Difficulty concentrating can be a sign of underlying health issues, including heart disease. It is important to address cognitive issues to improve overall health and reduce the risk of heart-related complications.",
+    "DifficultyWalking": "Difficulty walking can be a sign of underlying health issues, including heart disease. It is important to address mobility issues to improve overall health and reduce the risk of heart-related complications.",
+    "DifficultyDressingBathing": "Difficulty with daily activities such as dressing and bathing can be a sign of underlying health issues, including heart disease. It is important to address these issues to improve overall health and reduce the risk of heart-related complications.",
+    "DifficultyErrands": "Difficulty running errands can be a sign of underlying health issues, including heart disease. It is important to address these issues to improve overall health and reduce the risk of heart-related complications.",
+    "SmokerStatus": "Smoking is a major risk factor for heart disease. It is important to address and manage smoking habits to reduce the risk of heart-related complications.",
+    "ECigaretteUsage": "E-cigarette usage can affect heart health. It is important to monitor and manage e-cigarette usage to reduce the risk of heart disease.",
+    "ChestScan": "Chest scans can help identify underlying health issues, including heart disease. It is important to monitor and address any abnormalities found in chest scans to maintain overall health.",
+    "RaceEthnicityCategory": "Race and ethnicity can influence the risk of heart disease. It is important to consider these factors when assessing and managing heart health.",
+    "AlcoholDrinkers": "According to the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm), excessive alcohol consumption can lead to high blood pressure, heart failure, and even stroke. It is important to monitor and manage alcohol intake to reduce the risk of heart disease.",
+    "HIVTesting": "Whether the respondent has ever been tested for HIV (Yes/No), not the result of that test.",
+    "FluVaxLast12": "Receiving a flu vaccine in the last 12 months can help reduce the risk of respiratory infections, which can affect heart health. It is important to stay up-to-date with vaccinations to maintain overall health.",
+    "PneumoVaxEver": "Receiving a pneumococcal vaccine can help reduce the risk of respiratory infections, which can affect heart health. It is important to stay up-to-date with vaccinations to maintain overall health.",
+    "TetanusLast10Tdap": "Receiving a tetanus vaccine in the last 10 years can help reduce the risk of infections, which can affect heart health. It is important to stay up-to-date with vaccinations to maintain overall health.",
+    "HighRiskLastYear": "Being at high risk for health issues in the last year can affect overall health and increase the risk of heart disease. It is important to address and manage high-risk factors to reduce the risk of heart-related complications.",
+    "CovidPos": "Testing positive for COVID-19 can affect overall health and increase the risk of heart disease. It is important to monitor and manage COVID-19 symptoms to reduce the risk of heart-related complications."
+  },
+  "num_feature_intro": {
+    "BMI": "According to the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm), heart disease is a leading cause of death for people of most races in the U.S. (African Americans, American Indians and Alaska Natives, and whites). About half of all Americans (47%) have at least 1 of 3 major risk factors for heart disease: high blood pressure, high cholesterol, and smoking. Other key indicators include diabetes status, obesity (high BMI), not getting enough physical activity, or drinking too much alcohol. Identifying and preventing the factors that have the greatest impact on heart disease is very important in healthcare. In turn, developments in computing allow the application of machine learning methods to detect \"patterns\" in the data that can predict a patient's condition.",
+    "PhysicalHealth": "Physical health is an important factor in overall well-being and can influence the risk of heart disease. It is important to maintain good physical health to reduce the risk of heart-related complications.",
+    "MentalHealth": "Mental health is an important factor in overall well-being and can influence the risk of heart disease. It is important to address and manage mental health to reduce the risk of heart-related complications.",
+    "SleepTime": "Sleep time is an important factor in overall health. Poor sleep can affect heart health and increase the risk of heart disease. It is important to maintain good sleep habits to reduce the risk of heart-related complications.",
+    "PhysicalHealthDays": "The number of days with good physical health can be an indicator of overall well-being. It is important to maintain good physical health to reduce the risk of heart-related complications.",
+    "MentalHealthDays": "The number of days with good mental health can be an indicator of overall well-being. It is important to address and manage mental health to reduce the risk of heart-related complications.",
+    "SleepHours": "The number of hours of sleep can affect overall health. Poor sleep can affect heart health and increase the risk of heart disease. It is important to maintain good sleep habits to reduce the risk of heart-related complications.",
+    "HeightInMeters": "Height can be an indicator of overall health. It is important to monitor and maintain a healthy height-to-weight ratio to reduce the risk of heart disease.",
+    "WeightInKilograms": "Weight can be an indicator of overall health. It is important to maintain a healthy weight to reduce the risk of heart disease."
+  },
+  "evaluation_metric": "The evaluation metric for this dataset can include accuracy, precision, recall, F1-score, and AUC-ROC. These metrics can help assess the performance of machine learning models in predicting heart disease.",
+  "task_type": "classification",
+  "target": "GeneralHealth",
+  "num_feature_value": {
+    "BMI": [
+      12.02,
+      99.64
+    ],
+    "HeightInMeters": [
+      0.91,
+      2.41
+    ],
+    "MentalHealth": [
+      0.0,
+      30.0
+    ],
+    "MentalHealthDays": [
+      0.0,
+      30.0
+    ],
+    "PhysicalHealth": [
+      0.0,
+      30.0
+    ],
+    "PhysicalHealthDays": [
+      0.0,
+      30.0
+    ],
+    "SleepHours": [
+      1.0,
+      24.0
+    ],
+    "SleepTime": [
+      1.0,
+      24.0
+    ],
+    "WeightInKilograms": [
+      22.68,
+      292.57
+    ]
+  },
+  "cat_feature_value": {
+    "AgeCategory": [
+      "18-24",
+      "25-29",
+      "30-34",
+      "35-39",
+      "40-44",
+      "45-49",
+      "50-54",
+      "55-59",
+      "60-64",
+      "65-69",
+      "70-74",
+      "75-79",
+      "80 or older",
+      "Age 18 to 24",
+      "Age 25 to 29",
+      "Age 30 to 34",
+      "Age 35 to 39",
+      "Age 40 to 44",
+      "Age 45 to 49",
+      "Age 50 to 54",
+      "Age 55 to 59",
+      "Age 60 to 64",
+      "Age 65 to 69",
+      "Age 70 to 74",
+      "Age 75 to 79",
+      "Age 80 or older"
+    ],
+    "AlcoholDrinkers": [
+      "No",
+      "Yes"
+    ],
+    "AlcoholDrinking": [
+      "No",
+      "Yes"
+    ],
+    "Asthma": [
+      "No",
+      "Yes"
+    ],
+    "BlindOrVisionDifficulty": [
+      "No",
+      "Yes"
+    ],
+    "ChestScan": [
+      "No",
+      "Yes"
+    ],
+    "CovidPos": [
+      "No",
+      "Tested positive using home test without a health professional",
+      "Yes"
+    ],
+    "DeafOrHardOfHearing": [
+      "No",
+      "Yes"
+    ],
+    "Diabetic": [
+      "No",
+      "No, borderline diabetes",
+      "Yes",
+      "Yes (during pregnancy)"
+    ],
+    "DiffWalking": [
+      "No",
+      "Yes"
+    ],
+    "DifficultyConcentrating": [
+      "No",
+      "Yes"
+    ],
+    "DifficultyDressingBathing": [
+      "No",
+      "Yes"
+    ],
+    "DifficultyErrands": [
+      "No",
+      "Yes"
+    ],
+    "DifficultyWalking": [
+      "No",
+      "Yes"
+    ],
+    "ECigaretteUsage": [
+      "Never used e-cigarettes in my entire life",
+      "Not at all (right now)",
+      "Use them every day",
+      "Use them some days"
+    ],
+    "FluVaxLast12": [
+      "No",
+      "Yes"
+    ],
+    "GeneralHealth": [
+      "Excellent",
+      "Very good",
+      "Good",
+      "Fair",
+      "Poor"
+    ],
+    "HIVTesting": [
+      "No",
+      "Yes"
+    ],
+    "HadAngina": [
+      "No",
+      "Yes"
+    ],
+    "HadArthritis": [
+      "No",
+      "Yes"
+    ],
+    "HadAsthma": [
+      "No",
+      "Yes"
+    ],
+    "HadCOPD": [
+      "No",
+      "Yes"
+    ],
+    "HadDepressiveDisorder": [
+      "No",
+      "Yes"
+    ],
+    "HadDiabetes": [
+      "No",
+      "No, pre-diabetes or borderline diabetes",
+      "Yes",
+      "Yes, but only during pregnancy (female)"
+    ],
+    "HadHeartAttack": [
+      "No",
+      "Yes"
+    ],
+    "HadKidneyDisease": [
+      "No",
+      "Yes"
+    ],
+    "HadSkinCancer": [
+      "No",
+      "Yes"
+    ],
+    "HadStroke": [
+      "No",
+      "Yes"
+    ],
+    "HeartDisease": [
+      "No",
+      "Yes"
+    ],
+    "HighRiskLastYear": [
+      "No",
+      "Yes"
+    ],
+    "KidneyDisease": [
+      "No",
+      "Yes"
+    ],
+    "LastCheckupTime": [
+      "5 or more years ago",
+      "Within past 2 years (1 year but less than 2 years ago)",
+      "Within past 5 years (2 years but less than 5 years ago)",
+      "Within past year (anytime less than 12 months ago)"
+    ],
+    "PhysicalActivities": [
+      "No",
+      "Yes"
+    ],
+    "PhysicalActivity": [
+      "No",
+      "Yes"
+    ],
+    "PneumoVaxEver": [
+      "No",
+      "Yes"
+    ],
+    "Race": [
+      "American Indian/Alaskan Native",
+      "Asian",
+      "Black",
+      "Hispanic",
+      "Other",
+      "White"
+    ],
+    "RaceEthnicityCategory": [
+      "Black only, Non-Hispanic",
+      "Hispanic",
+      "Multiracial, Non-Hispanic",
+      "Other race only, Non-Hispanic",
+      "White only, Non-Hispanic"
+    ],
+    "RemovedTeeth": [
+      "1 to 5",
+      "6 or more, but not all",
+      "All",
+      "None of them"
+    ],
+    "Sex": [
+      "Female",
+      "Male"
+    ],
+    "SkinCancer": [
+      "No",
+      "Yes"
+    ],
+    "SmokerStatus": [
+      "Current smoker - now smokes every day",
+      "Current smoker - now smokes some days",
+      "Former smoker",
+      "Never smoked"
+    ],
+    "Smoking": [
+      "No",
+      "Yes"
+    ],
+    "State": [
+      "Alabama",
+      "Alaska",
+      "Arizona",
+      "Arkansas",
+      "California",
+      "Colorado",
+      "Connecticut",
+      "Delaware",
+      "District of Columbia",
+      "Florida",
+      "Georgia",
+      "Guam",
+      "Hawaii",
+      "Idaho",
+      "Illinois",
+      "Indiana",
+      "Iowa",
+      "Kansas",
+      "Kentucky",
+      "Louisiana",
+      "Maine",
+      "Maryland",
+      "Massachusetts",
+      "Michigan",
+      "Minnesota",
+      "Mississippi",
+      "Missouri",
+      "Montana",
+      "Nebraska",
+      "Nevada",
+      "New Hampshire",
+      "New Jersey",
+      "New Mexico",
+      "New York",
+      "North Carolina",
+      "North Dakota",
+      "Ohio",
+      "Oklahoma",
+      "Oregon",
+      "Pennsylvania",
+      "Puerto Rico",
+      "Rhode Island",
+      "South Carolina",
+      "South Dakota",
+      "Tennessee",
+      "Texas",
+      "Utah",
+      "Vermont",
+      "Virgin Islands",
+      "Virginia",
+      "Washington",
+      "West Virginia",
+      "Wisconsin",
+      "Wyoming"
+    ],
+    "Stroke": [
+      "No",
+      "Yes"
+    ],
+    "TetanusLast10Tdap": [
+      "No, did not receive any tetanus shot in the past 10 years",
+      "Yes, received Tdap",
+      "Yes, received tetanus shot but not sure what type",
+      "Yes, received tetanus shot, but not Tdap"
+    ]
+  }
+}
diff --git a/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_004/test_current.csv b/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_004/test_current.csv
index 9ff9814e11b957a1740720bd1ae5f3a23892b4bc..8abecd3e0257056860f5a3d28e14802f1c098f3f 100644
--- a/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_004/test_current.csv
+++ b/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_004/test_current.csv
@@ -1,16 +1,41 @@
-HeartDisease,BMI,Smoking,AlcoholDrinking,Stroke,PhysicalHealth,MentalHealth,DiffWalking,Sex,AgeCategory,Race,Diabetic,PhysicalActivity,GenHealth,SleepTime,Asthma,KidneyDisease,SkinCancer,State,GeneralHealth,PhysicalHealthDays,MentalHealthDays,LastCheckupTime,PhysicalActivities,SleepHours,RemovedTeeth,HadHeartAttack,HadAngina,HadStroke,HadAsthma,HadSkinCancer,HadCOPD,HadDepressiveDisorder,HadKidneyDisease,HadArthritis,HadDiabetes,DeafOrHardOfHearing,BlindOrVisionDifficulty,DifficultyConcentrating,DifficultyWalking,DifficultyDressingBathing,DifficultyErrands,SmokerStatus,ECigaretteUsage,ChestScan,RaceEthnicityCategory,HeightInMeters,WeightInKilograms,AlcoholDrinkers,HIVTesting,FluVaxLast12,PneumoVaxEver,TetanusLast10Tdap,HighRiskLastYear,CovidPos
-,27.87,,,,,,,Male,Age 65 to 69,,,,,,,,,Nebraska,Good,0.0,0.0,5 or more years ago,Yes,6.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.91,101.15,No,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-,39.16,,,,,,,Male,Age 35 to 39,,,,,,,,,Wisconsin,Good,4.0,5.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Current smoker - now smokes some days,Not at all (right now),No,"White only, Non-Hispanic",1.88,138.35,Yes,No,No,No,"Yes, received Tdap",No,Yes
-,19.69,,,,,,,Female,Age 80 or older,,,,,,,,,Iowa,Good,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,1 to 5,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.68,55.34,No,No,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,Yes
-,41.88,,,,,,,Female,Age 55 to 59,,,,,,,,,Nebraska,Good,3.0,0.0,Within past year (anytime less than 12 months ago),No,8.0,None of them,No,No,No,Yes,No,Yes,No,No,Yes,Yes,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.63,110.68,Yes,No,Yes,No,"Yes, received Tdap",No,Yes
-,22.31,,,,,,,Female,Age 55 to 59,,,,,,,,,New Mexico,Good,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,,1.63,58.97,Yes,Yes,No,No,"Yes, received tetanus shot but not sure what type",No,Yes
-,36.05,,,,,,,Female,Age 50 to 54,,,,,,,,,California,Good,0.0,15.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Current smoker - now smokes every day,Not at all (right now),Yes,"White only, Non-Hispanic",1.63,95.25,Yes,Yes,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
-,31.89,,,,,,,Female,Age 80 or older,,,,,,,,,Kansas,Good,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,No,No,No,No,No,No,No,No,Yes,No,No,No,No,Yes,No,No,Never smoked,Not at all (right now),Yes,"White only, Non-Hispanic",1.6,81.65,No,No,Yes,Yes,"Yes, received tetanus shot, but not Tdap",No,No
-,35.78,,,,,,,Female,Age 18 to 24,,,,,,,,,Rhode Island,Good,0.0,0.0,Within past 2 years (1 year but less than 2 years ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.6,91.63,No,No,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-,25.33,,,,,,,Female,Age 60 to 64,,,,,,,,,South Carolina,Good,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,"6 or more, but not all",No,No,No,No,No,No,No,No,Yes,No,No,No,No,Yes,No,No,Current smoker - now smokes some days,Never used e-cigarettes in my entire life,Yes,"Black only, Non-Hispanic",1.6,64.86,Yes,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
-,32.98,,,,,,,Male,Age 40 to 44,,,,,,,,,Arizona,Good,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Current smoker - now smokes every day,Never used e-cigarettes in my entire life,No,Hispanic,1.85,113.4,Yes,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-,33.29,,,,,,,Female,Age 70 to 74,,,,,,,,,Puerto Rico,Good,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,Yes,No,No,No,No,No,Yes,No,No,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,Hispanic,1.57,82.55,No,No,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
-,24.33,,,,,,,Male,Age 70 to 74,,,,,,,,,Maryland,Good,0.0,10.0,Within past year (anytime less than 12 months ago),Yes,7.0,All,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Current smoker - now smokes some days,Not at all (right now),Yes,"White only, Non-Hispanic",1.73,72.57,Yes,Yes,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
-,39.16,,,,,,,Female,Age 65 to 69,,,,,,,,,Oklahoma,Good,0.0,0.0,Within past year (anytime less than 12 months ago),No,4.0,1 to 5,No,Yes,No,No,No,No,No,No,Yes,No,No,No,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.7,113.4,No,No,No,No,"Yes, received Tdap",No,Yes
-,28.19,,,,,,,Female,Age 70 to 74,,,,,,,,,Mississippi,Good,5.0,0.0,Within past year (anytime less than 12 months ago),No,8.0,"6 or more, but not all",No,No,No,No,No,No,No,No,Yes,No,Yes,No,Yes,Yes,No,No,Current smoker - now smokes every day,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.7,81.65,No,No,No,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
-,29.54,,,,,,,Female,Age 18 to 24,,,,,,,,,Alaska,Good,30.0,0.0,Within past year (anytime less than 12 months ago),No,10.0,None of them,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.68,83.01,No,No,Yes,No,"Yes, received Tdap",No,No
+HeartDisease,BMI,Smoking,AlcoholDrinking,Stroke,PhysicalHealth,MentalHealth,DiffWalking,Sex,AgeCategory,Race,Diabetic,PhysicalActivity,SleepTime,Asthma,KidneyDisease,SkinCancer,State,GeneralHealth,PhysicalHealthDays,MentalHealthDays,LastCheckupTime,PhysicalActivities,SleepHours,RemovedTeeth,HadHeartAttack,HadAngina,HadStroke,HadAsthma,HadSkinCancer,HadCOPD,HadDepressiveDisorder,HadKidneyDisease,HadArthritis,HadDiabetes,DeafOrHardOfHearing,BlindOrVisionDifficulty,DifficultyConcentrating,DifficultyWalking,DifficultyDressingBathing,DifficultyErrands,SmokerStatus,ECigaretteUsage,ChestScan,RaceEthnicityCategory,HeightInMeters,WeightInKilograms,AlcoholDrinkers,HIVTesting,FluVaxLast12,PneumoVaxEver,TetanusLast10Tdap,HighRiskLastYear,CovidPos
+No,28.19,Yes,No,No,14.0,0.0,Yes,Male,60-64,White,Yes,No,7.0,No,No,No,,Good,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,32.28,Yes,No,No,0.0,0.0,No,Male,35-39,White,Yes,Yes,6.0,No,No,No,,Good,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,27.87,,,,,,,Male,Age 65 to 69,,,,,,,,Nebraska,Good,0.0,0.0,5 or more years ago,Yes,6.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.91,101.15,No,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+No,44.76,Yes,No,No,2.0,0.0,No,Male,35-39,White,Yes,Yes,6.0,No,No,No,,Good,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,39.16,,,,,,,Male,Age 35 to 39,,,,,,,,Wisconsin,Good,4.0,5.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Current smoker - now smokes some days,Not at all (right now),No,"White only, Non-Hispanic",1.88,138.35,Yes,No,No,No,"Yes, received Tdap",No,Yes
+,19.69,,,,,,,Female,Age 80 or older,,,,,,,,Iowa,Good,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,1 to 5,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.68,55.34,No,No,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,Yes
+No,40.72,No,No,No,1.0,1.0,No,Female,25-29,Black,No,Yes,5.0,No,No,No,,Good,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,38.73,No,No,No,0.0,2.0,No,Female,25-29,American Indian/Alaskan Native,No,Yes,7.0,Yes,No,No,,Good,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,20.92,Yes,No,No,0.0,0.0,No,Male,40-44,White,No,Yes,6.0,No,No,No,,Good,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,41.88,,,,,,,Female,Age 55 to 59,,,,,,,,Nebraska,Good,3.0,0.0,Within past year (anytime less than 12 months ago),No,8.0,None of them,No,No,No,Yes,No,Yes,No,No,Yes,Yes,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.63,110.68,Yes,No,Yes,No,"Yes, received Tdap",No,Yes
+No,30.23,No,No,No,0.0,0.0,No,Female,40-44,Hispanic,No,Yes,8.0,No,No,No,,Good,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,22.31,,,,,,,Female,Age 55 to 59,,,,,,,,New Mexico,Good,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,,1.63,58.97,Yes,Yes,No,No,"Yes, received tetanus shot but not sure what type",No,Yes
+Yes,36.18,No,No,No,5.0,0.0,No,Male,50-54,American Indian/Alaskan Native,Yes,Yes,6.0,No,No,No,,Good,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,36.05,,,,,,,Female,Age 50 to 54,,,,,,,,California,Good,0.0,15.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Current smoker - now smokes every day,Not at all (right now),Yes,"White only, Non-Hispanic",1.63,95.25,Yes,Yes,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
+,31.89,,,,,,,Female,Age 80 or older,,,,,,,,Kansas,Good,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,No,No,No,No,No,No,No,No,Yes,No,No,No,No,Yes,No,No,Never smoked,Not at all (right now),Yes,"White only, Non-Hispanic",1.6,81.65,No,No,Yes,Yes,"Yes, received tetanus shot, but not Tdap",No,No
+No,29.26,Yes,No,No,0.0,30.0,No,Female,60-64,White,No,Yes,7.0,No,No,No,,Good,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,27.07,No,No,No,0.0,14.0,No,Female,30-34,Hispanic,No,No,6.0,No,No,No,,Good,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,39.11,No,No,No,2.0,10.0,Yes,Female,65-69,White,Yes,No,7.0,No,No,No,,Good,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,35.78,,,,,,,Female,Age 18 to 24,,,,,,,,Rhode Island,Good,0.0,0.0,Within past 2 years (1 year but less than 2 years ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.6,91.63,No,No,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+No,21.46,No,No,No,1.0,2.0,No,Female,40-44,White,No,Yes,7.0,Yes,No,No,,Good,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,39.48,Yes,No,No,0.0,0.0,Yes,Female,70-74,White,Yes,No,7.0,Yes,No,No,,Good,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,25.33,,,,,,,Female,Age 60 to 64,,,,,,,,South Carolina,Good,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,"6 or more, but not all",No,No,No,No,No,No,No,No,Yes,No,No,No,No,Yes,No,No,Current smoker - now smokes some days,Never used e-cigarettes in my entire life,Yes,"Black only, Non-Hispanic",1.6,64.86,Yes,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
+,32.98,,,,,,,Male,Age 40 to 44,,,,,,,,Arizona,Good,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Current smoker - now smokes every day,Never used e-cigarettes in my entire life,No,Hispanic,1.85,113.4,Yes,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+No,40.69,Yes,No,No,0.0,0.0,No,Male,50-54,White,No,Yes,7.0,No,No,No,,Good,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,34.01,Yes,No,No,1.0,0.0,No,Female,65-69,White,No,No,6.0,Yes,No,Yes,,Good,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,18.29,Yes,No,No,0.0,30.0,No,Female,70-74,White,No,Yes,8.0,No,No,No,,Good,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,33.29,,,,,,,Female,Age 70 to 74,,,,,,,,Puerto Rico,Good,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,Yes,No,No,No,No,No,Yes,No,No,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,Hispanic,1.57,82.55,No,No,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
+No,19.9,No,No,No,1.0,5.0,No,Male,18-24,White,No,Yes,5.0,No,No,No,,Good,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,27.46,No,No,No,0.0,0.0,No,Female,30-34,White,No,Yes,8.0,No,No,No,,Good,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,30.08,Yes,No,No,0.0,0.0,No,Female,80 or older,White,No,Yes,8.0,No,No,No,,Good,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,27.44,Yes,No,No,0.0,0.0,Yes,Female,65-69,White,Yes,No,9.0,No,No,No,,Good,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,24.33,,,,,,,Male,Age 70 to 74,,,,,,,,Maryland,Good,0.0,10.0,Within past year (anytime less than 12 months ago),Yes,7.0,All,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Current smoker - now smokes some days,Not at all (right now),Yes,"White only, Non-Hispanic",1.73,72.57,Yes,Yes,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
+,39.16,,,,,,,Female,Age 65 to 69,,,,,,,,Oklahoma,Good,0.0,0.0,Within past year (anytime less than 12 months ago),No,4.0,1 to 5,No,Yes,No,No,No,No,No,No,Yes,No,No,No,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.7,113.4,No,No,No,No,"Yes, received Tdap",No,Yes
+No,26.31,Yes,Yes,No,0.0,0.0,No,Female,40-44,White,No,Yes,5.0,No,No,No,,Good,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,23.17,No,No,No,30.0,0.0,Yes,Female,70-74,White,No,No,8.0,No,No,No,,Good,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,28.19,,,,,,,Female,Age 70 to 74,,,,,,,,Mississippi,Good,5.0,0.0,Within past year (anytime less than 12 months ago),No,8.0,"6 or more, but not all",No,No,No,No,No,No,No,No,Yes,No,Yes,No,Yes,Yes,No,No,Current smoker - now smokes every day,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.7,81.65,No,No,No,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
+,29.54,,,,,,,Female,Age 18 to 24,,,,,,,,Alaska,Good,30.0,0.0,Within past year (anytime less than 12 months ago),No,10.0,None of them,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.68,83.01,No,No,Yes,No,"Yes, received Tdap",No,No
+No,22.15,Yes,No,No,0.0,0.0,No,Male,30-34,White,No,Yes,6.0,No,No,No,,Good,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,25.1,No,No,No,0.0,0.0,No,Male,60-64,White,No,Yes,7.0,Yes,No,No,,Good,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,22.67,No,No,No,0.0,0.0,No,Female,30-34,Asian,No,Yes,8.0,No,No,No,,Good,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
diff --git a/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_005/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_005_current.json b/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_005/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_005_current.json
index 3ecb17eec6c8a6c956c827696a2aa73561ffafd0..780d5c49229e7e06ac1f794ab0888269509e96fd 100644
--- a/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_005/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_005_current.json
+++ b/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_005/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_005_current.json
@@ -1,12049 +1,11851 @@
 {
-    "id": "005",
-    "task_type": "B4",
-    "subtask_type": "filter",
-    "perspective": "data_holder",
-    "dataset_name": "Indicators of Heart Disease (2022 UPDATE)",
-    "table_path": "output/medical/classification/Indicators of Heart Disease (2022 UPDATE)_B4/Indicators of Heart Disease (2022 UPDATE)_B4_005/test.csv",
-    "query": "Based on the CDC dataset I provided, I want to identify female respondents who are now in the poor general health category in the new data. This will help our care coordination team prioritize follow-up care and support services for this vulnerable population.",
-    "meta_info": {
-        "domain": "medical"
+  "id": "005",
+  "task_type": "B4",
+  "subtask_type": "filter",
+  "perspective": "data_holder",
+  "dataset_name": "Indicators of Heart Disease (2022 UPDATE)",
+  "table_path": "output/medical/classification/Indicators of Heart Disease (2022 UPDATE)_B4/Indicators of Heart Disease (2022 UPDATE)_B4_005/test.csv",
+  "query": "Based on the CDC dataset I provided, I want to identify female respondents who are now in the poor general health category in the new data. This will help our care coordination team prioritize follow-up care and support services for this vulnerable population.",
+  "meta_info": {
+    "domain": "medical"
+  },
+  "final_decision": {},
+  "what_if": {},
+  "ground_truth": {
+    "extracted_features": [
+      {
+        "scenario_id": "002",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 36.32,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "Yes",
+          "Sex": "Female",
+          "AgeCategory": "60-64",
+          "Race": "White",
+          "Diabetic": "Yes",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "Yes",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "004",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 32.45,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "Yes",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 2.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "30-34",
+          "Race": "Black",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 6.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "005",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 29.26,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 75 to 79",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Tennessee",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 5.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 9.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "Yes",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.57,
+          "WeightInKilograms": 72.57,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "009",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 25.42,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 80 or older",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Maryland",
+          "GeneralHealth": "Poor",
+          "PhysicalHealthDays": 30.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "Yes",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "Yes",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.57,
+          "WeightInKilograms": 63.05,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "010",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 35.24,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 60 to 64",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Idaho",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 5.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "Yes",
+          "HadCOPD": "Yes",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes some days",
+          "ECigaretteUsage": "Use them some days",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.7,
+          "WeightInKilograms": 102.06,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": null,
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "012",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 20.8,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 80 or older",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Georgia",
+          "GeneralHealth": "Poor",
+          "PhysicalHealthDays": 30.0,
+          "MentalHealthDays": 30.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.65,
+          "WeightInKilograms": 56.7,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "014",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 30.04,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 60 to 64",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Wisconsin",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 3.0,
+          "MentalHealthDays": 30.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 10.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "Yes",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "Yes",
+          "SmokerStatus": "Current smoker - now smokes every day",
+          "ECigaretteUsage": "Use them some days",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.63,
+          "WeightInKilograms": 79.38,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "015",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 37.12,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 40 to 44",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Vermont",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 18.0,
+          "MentalHealthDays": 30.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 4.0,
+          "RemovedTeeth": "All",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "Yes",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes every day",
+          "ECigaretteUsage": "Use them some days",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.68,
+          "WeightInKilograms": 104.33,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "016",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 34.46,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "65-69",
+          "Race": "White",
+          "Diabetic": "No, borderline diabetes",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 6.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "017",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 31.09,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 30 to 34",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Illinois",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "5 or more years ago",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Hispanic",
+          "HeightInMeters": 1.57,
+          "WeightInKilograms": 77.11,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "018",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 25.07,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 80 or older",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Rhode Island",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 6.0,
+          "MentalHealthDays": 2.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "Yes",
+          "BlindOrVisionDifficulty": "Yes",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.85,
+          "WeightInKilograms": 86.18,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "021",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 29.53,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 2.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "55-59",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "Yes",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "023",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 26.45,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 30 to 34",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Texas",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 1.0,
+          "MentalHealthDays": 1.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Hispanic",
+          "HeightInMeters": 1.55,
+          "WeightInKilograms": 63.5,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "024",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 34.28,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 18 to 24",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "New Jersey",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 3.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 12.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Hispanic",
+          "HeightInMeters": 1.65,
+          "WeightInKilograms": 93.44,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "033",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 22.31,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 35 to 39",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Utah",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 3.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "Yes",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.63,
+          "WeightInKilograms": 58.97,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "034",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 31.32,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 30.0,
+          "MentalHealth": 30.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "70-74",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "No",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "Yes",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Poor",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "039",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 20.36,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "75-79",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "040",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 27.46,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 60 to 64",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Nebraska",
+          "GeneralHealth": "Poor",
+          "PhysicalHealthDays": 30.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 5.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "Yes",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "Yes",
+          "DifficultyErrands": "Yes",
+          "SmokerStatus": "Current smoker - now smokes some days",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "Hispanic",
+          "HeightInMeters": 1.63,
+          "WeightInKilograms": 72.57,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "042",
+        "features": {
+          "HeartDisease": "Yes",
+          "BMI": 46.64,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 30.0,
+          "MentalHealth": 10.0,
+          "DiffWalking": "Yes",
+          "Sex": "Female",
+          "AgeCategory": "80 or older",
+          "Race": "White",
+          "Diabetic": "Yes",
+          "PhysicalActivity": "No",
+          "SleepTime": 10.0,
+          "Asthma": "No",
+          "KidneyDisease": "Yes",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "045",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 34.48,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 80 or older",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Kansas",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.47,
+          "WeightInKilograms": 74.84,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "046",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 24.63,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 45 to 49",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Wisconsin",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes some days",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.73,
+          "WeightInKilograms": 73.48,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "047",
+        "features": {
+          "HeartDisease": "Yes",
+          "BMI": 37.55,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 20.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "Yes",
+          "Sex": "Female",
+          "AgeCategory": "65-69",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "No",
+          "SleepTime": 6.0,
+          "Asthma": "Yes",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Poor",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "052",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 26.63,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 60 to 64",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Minnesota",
+          "GeneralHealth": "Poor",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": null,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": null,
+          "HadSkinCancer": "No",
+          "HadCOPD": "Yes",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "Yes",
+          "DifficultyErrands": "Yes",
+          "SmokerStatus": "Current smoker - now smokes some days",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "Black only, Non-Hispanic",
+          "HeightInMeters": 1.68,
+          "WeightInKilograms": 74.84,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "059",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 33.25,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 2.0,
+          "MentalHealth": 10.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "65-69",
+          "Race": "White",
+          "Diabetic": "Yes",
+          "PhysicalActivity": "No",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "061",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 25.11,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 55 to 59",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Nevada",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.78,
+          "WeightInKilograms": 79.38,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "063",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 30.83,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Maryland",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "Black only, Non-Hispanic",
+          "HeightInMeters": 1.68,
+          "WeightInKilograms": 86.64,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "064",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 27.37,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 80 or older",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "North Dakota",
+          "GeneralHealth": "Poor",
+          "PhysicalHealthDays": 30.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "Yes",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "Yes",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.73,
+          "WeightInKilograms": 81.65,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "067",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 30.52,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Oregon",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 5.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "Yes",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.83,
+          "WeightInKilograms": 102.06,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Tested positive using home test without a health professional"
+        }
+      },
+      {
+        "scenario_id": "068",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 27.06,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 18 to 24",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Louisiana",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 1.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Use them every day",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.5,
+          "WeightInKilograms": 60.78,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "072",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 27.71,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 30 to 34",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Connecticut",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 4.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes every day",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.85,
+          "WeightInKilograms": 95.25,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "074",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 32.61,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 3.0,
+          "DiffWalking": "Yes",
+          "Sex": "Female",
+          "AgeCategory": "70-74",
+          "Race": "White",
+          "Diabetic": "Yes",
+          "PhysicalActivity": "No",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "079",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 23.71,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 30.0,
+          "MentalHealth": 2.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "25-29",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 6.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "081",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 22.6,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 50 to 54",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Wisconsin",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 7.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.68,
+          "WeightInKilograms": 63.5,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Tested positive using home test without a health professional"
+        }
+      },
+      {
+        "scenario_id": "082",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 28.06,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "50-54",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "084",
+        "features": {
+          "HeartDisease": "Yes",
+          "BMI": 41.57,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "75-79",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 4.0,
+          "Asthma": "Yes",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "085",
+        "features": {
+          "HeartDisease": null,
+          "BMI": null,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 40 to 44",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Oklahoma",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "086",
+        "features": {
+          "HeartDisease": "Yes",
+          "BMI": 18.87,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 25.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "25-29",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 6.0,
+          "Asthma": "No",
+          "KidneyDisease": "Yes",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "087",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 32.69,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "50-54",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 6.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "088",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 32.86,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "75-79",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "No",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "090",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 44.29,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 75 to 79",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Arizona",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 9.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "Yes",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.6,
+          "WeightInKilograms": 113.4,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "093",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 24.37,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "65-69",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "098",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 24.8,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 55 to 59",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Oklahoma",
+          "GeneralHealth": "Poor",
+          "PhysicalHealthDays": 2.0,
+          "MentalHealthDays": 3.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "Yes",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "Black only, Non-Hispanic",
+          "HeightInMeters": 1.6,
+          "WeightInKilograms": 63.5,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "099",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 32.23,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "Yes",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 30.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "45-49",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "Yes",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "101",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 29.23,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 3.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "60-64",
+          "Race": "Black",
+          "Diabetic": "No, borderline diabetes",
+          "PhysicalActivity": "No",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "103",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 26.63,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 25 to 29",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Mississippi",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 4.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.68,
+          "WeightInKilograms": 74.84,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "104",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 38.67,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Michigan",
+          "GeneralHealth": "Poor",
+          "PhysicalHealthDays": 20.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "Yes",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "Yes",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "Yes",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.52,
+          "WeightInKilograms": 89.81,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "111",
+        "features": {
+          "HeartDisease": null,
+          "BMI": null,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 18 to 24",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Georgia",
+          "GeneralHealth": "Poor",
+          "PhysicalHealthDays": 20.0,
+          "MentalHealthDays": 30.0,
+          "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 5.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": null,
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "Yes",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Use them every day",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": null,
+          "WeightInKilograms": 61.23,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "118",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 17.34,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 80 or older",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Missouri",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 30.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 4.0,
+          "RemovedTeeth": "All",
+          "HadHeartAttack": "Yes",
+          "HadAngina": null,
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": null,
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": null,
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "Yes",
+          "BlindOrVisionDifficulty": "Yes",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "Yes",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.63,
+          "WeightInKilograms": 45.81,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "120",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 23.01,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Massachusetts",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": null,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": null,
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.8,
+          "WeightInKilograms": 74.84,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": null,
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "124",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 27.06,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 70 to 74",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Vermont",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.73,
+          "WeightInKilograms": 80.74,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "128",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 23.91,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 4.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "25-29",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "129",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 14.88,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 70 to 74",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Tennessee",
+          "GeneralHealth": "Poor",
+          "PhysicalHealthDays": 30.0,
+          "MentalHealthDays": 25.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 1.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "Yes",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "Yes",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "Yes",
+          "DifficultyErrands": "Yes",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.7,
+          "WeightInKilograms": 43.09,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "132",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 24.45,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 30 to 34",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Texas",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 3.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Hispanic",
+          "HeightInMeters": 1.6,
+          "WeightInKilograms": 62.6,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "133",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 44.94,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 4.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "18-24",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "134",
+        "features": {
+          "HeartDisease": null,
+          "BMI": null,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 40 to 44",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "New Hampshire",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 10.0,
+          "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "136",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 27.4,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 45 to 49",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Wyoming",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes some days",
+          "ECigaretteUsage": "Use them some days",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.83,
+          "WeightInKilograms": 91.63,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "138",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 30.67,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 40 to 44",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Utah",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 20.0,
+          "MentalHealthDays": 30.0,
+          "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "Hispanic",
+          "HeightInMeters": 1.68,
+          "WeightInKilograms": 86.18,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "142",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 27.46,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 70 to 74",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Montana",
+          "GeneralHealth": "Poor",
+          "PhysicalHealthDays": 20.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 5.0,
+          "RemovedTeeth": "All",
+          "HadHeartAttack": "No",
+          "HadAngina": "Yes",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "Yes",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "Yes",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.6,
+          "WeightInKilograms": 70.31,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Tested positive using home test without a health professional"
+        }
+      },
+      {
+        "scenario_id": "145",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 36.56,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 2.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "40-44",
+          "Race": "Hispanic",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 6.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "150",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 19.11,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 40 to 44",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "New York",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 30.0,
+          "MentalHealthDays": null,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "Yes, but only during pregnancy (female)",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.7,
+          "WeightInKilograms": 55.34,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "151",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 36.94,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 50 to 54",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Kentucky",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 5.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.85,
+          "WeightInKilograms": 127.01,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "156",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 23.02,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 5.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "60-64",
+          "Race": "Asian",
+          "Diabetic": "Yes",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "158",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 20.38,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 2.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "70-74",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 5.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "Yes",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "159",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 29.05,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 45 to 49",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Washington",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 5.0,
+          "MentalHealthDays": 5.0,
+          "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes every day",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Multiracial, Non-Hispanic",
+          "HeightInMeters": 1.68,
+          "WeightInKilograms": 81.65,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "160",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 23.3,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 45 to 49",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "New York",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 1.0,
+          "MentalHealthDays": 5.0,
+          "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.65,
+          "WeightInKilograms": 63.5,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "163",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 24.89,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 60 to 64",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Missouri",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 11.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No, pre-diabetes or borderline diabetes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Black only, Non-Hispanic",
+          "HeightInMeters": 1.63,
+          "WeightInKilograms": 65.77,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "170",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 25.69,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "60-64",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "172",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 28.06,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 30 to 34",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Indiana",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Black only, Non-Hispanic",
+          "HeightInMeters": 1.75,
+          "WeightInKilograms": 86.18,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "173",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 23.75,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 50 to 54",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Puerto Rico",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Hispanic",
+          "HeightInMeters": 1.85,
+          "WeightInKilograms": 81.65,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "176",
+        "features": {
+          "HeartDisease": null,
+          "BMI": null,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 60 to 64",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Utah",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.65,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "179",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 23.03,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 70 to 74",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Michigan",
+          "GeneralHealth": "Poor",
+          "PhysicalHealthDays": 30.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.6,
+          "WeightInKilograms": 58.97,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "182",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 25.34,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 80 or older",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Indiana",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 3.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 5.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "Yes",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "Yes",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.68,
+          "WeightInKilograms": 71.21,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "185",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 38.96,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 30 to 34",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "South Carolina",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 2.0,
+          "MentalHealthDays": 3.0,
+          "LastCheckupTime": "5 or more years ago",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Use them some days",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.63,
+          "WeightInKilograms": 102.97,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "186",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 23.06,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 25 to 29",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Alaska",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 12.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Black only, Non-Hispanic",
+          "HeightInMeters": 1.83,
+          "WeightInKilograms": 77.11,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "187",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 23.11,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 70 to 74",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Montana",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.88,
+          "WeightInKilograms": 81.65,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "188",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 37.11,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 60 to 64",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Michigan",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 1.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.52,
+          "WeightInKilograms": 86.18,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "189",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 25.68,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 60 to 64",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Washington",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 10.0,
+          "MentalHealthDays": 1.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.88,
+          "WeightInKilograms": 90.72,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Tested positive using home test without a health professional"
+        }
+      },
+      {
+        "scenario_id": "193",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 32.92,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 50 to 54",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Washington",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 2.0,
+          "MentalHealthDays": 15.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Other race only, Non-Hispanic",
+          "HeightInMeters": 1.57,
+          "WeightInKilograms": 81.65,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": null,
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "203",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 30.34,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "55-59",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "207",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 19.2,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 18 to 24",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Texas",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Hispanic",
+          "HeightInMeters": 1.57,
+          "WeightInKilograms": 47.63,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "Yes",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "208",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 23.3,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 2.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "40-44",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "209",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 37.59,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 15.0,
+          "DiffWalking": "Yes",
+          "Sex": "Female",
+          "AgeCategory": "35-39",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "No",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "213",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 23.03,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 50 to 54",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Massachusetts",
+          "GeneralHealth": "Poor",
+          "PhysicalHealthDays": 30.0,
+          "MentalHealthDays": 5.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 10.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.6,
+          "WeightInKilograms": 58.97,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "216",
+        "features": {
+          "HeartDisease": null,
+          "BMI": null,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 30 to 34",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Indiana",
+          "GeneralHealth": "Poor",
+          "PhysicalHealthDays": 30.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 12.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "218",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 21.46,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 70 to 74",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Florida",
+          "GeneralHealth": "Poor",
+          "PhysicalHealthDays": 8.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "Yes",
+          "HadAngina": "Yes",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.63,
+          "WeightInKilograms": 56.7,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "220",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 51.49,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 55 to 59",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Pennsylvania",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.63,
+          "WeightInKilograms": 136.08,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "222",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 28.45,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "80 or older",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "No",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "225",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 38.02,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 35 to 39",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Rhode Island",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 1.0,
+          "MentalHealthDays": 30.0,
+          "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.78,
+          "WeightInKilograms": 120.2,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "227",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 27.46,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 60 to 64",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Louisiana",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 9.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.6,
+          "WeightInKilograms": 70.31,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "230",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 22.05,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 18 to 24",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Wyoming",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": null,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "Yes",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Use them every day",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Hispanic",
+          "HeightInMeters": 1.73,
+          "WeightInKilograms": 65.77,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "231",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 41.01,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 25 to 29",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Florida",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Hispanic",
+          "HeightInMeters": 1.52,
+          "WeightInKilograms": 95.25,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "232",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 25.61,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 75 to 79",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Arizona",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "5 or more years ago",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 9.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.57,
+          "WeightInKilograms": 63.5,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "238",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 36.61,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 55 to 59",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "West Virginia",
+          "GeneralHealth": "Poor",
+          "PhysicalHealthDays": 30.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 11.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "Yes",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "Yes",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.65,
+          "WeightInKilograms": 99.79,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "239",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 26.54,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 70 to 74",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Arizona",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 30.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 10.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "Yes",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "Yes",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "Yes",
+          "DifficultyErrands": "Yes",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "Other race only, Non-Hispanic",
+          "HeightInMeters": 1.78,
+          "WeightInKilograms": 83.91,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "248",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 27.34,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 75 to 79",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Washington",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 30.0,
+          "MentalHealthDays": 25.0,
+          "LastCheckupTime": null,
+          "PhysicalActivities": "No",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "Yes",
+          "DifficultyErrands": "Yes",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.52,
+          "WeightInKilograms": 63.5,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "253",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 32.08,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "65-69",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "Yes",
+          "KidneyDisease": "No",
+          "SkinCancer": "Yes",
+          "State": null,
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "256",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 21.97,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 75 to 79",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Wyoming",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 4.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 3.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "Yes",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "Yes",
+          "BlindOrVisionDifficulty": "Yes",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes every day",
+          "ECigaretteUsage": null,
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": 1.83,
+          "WeightInKilograms": 73.48,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "259",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 20.63,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 70 to 74",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Puerto Rico",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "Hispanic",
+          "HeightInMeters": 1.65,
+          "WeightInKilograms": 56.25,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "261",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 37.76,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 45 to 49",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Maryland",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "Yes",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Black only, Non-Hispanic",
+          "HeightInMeters": 1.63,
+          "WeightInKilograms": 99.79,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "262",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 28.7,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 10.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "18-24",
+          "Race": "Hispanic",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "264",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 28.89,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Ohio",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 5.0,
+          "MentalHealthDays": null,
+          "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes every day",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "Black only, Non-Hispanic",
+          "HeightInMeters": 1.73,
+          "WeightInKilograms": 86.18,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "266",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 23.06,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "55-59",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "267",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 26.37,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 55 to 59",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Washington",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 1.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Other race only, Non-Hispanic",
+          "HeightInMeters": 1.52,
+          "WeightInKilograms": 61.23,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "269",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 22.43,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 7.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "35-39",
+          "Race": "Hispanic",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "271",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 22.15,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 45 to 49",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "New York",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 9.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes every day",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.75,
+          "WeightInKilograms": 68.04,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "275",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 26.32,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "30-34",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 6.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "277",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 27.89,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 2.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "50-54",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "278",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 22.5,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "45-49",
+          "Race": "Hispanic",
+          "Diabetic": "No",
+          "PhysicalActivity": "No",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "281",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 23.03,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Minnesota",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.6,
+          "WeightInKilograms": 58.97,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "282",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 21.3,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 30.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "35-39",
+          "Race": "Asian",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 4.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "283",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 27.37,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "60-64",
+          "Race": "Asian",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 6.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "286",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 25.75,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 80 or older",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Missouri",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 2.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 4.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.63,
+          "WeightInKilograms": 68.04,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "287",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 33.23,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "45-49",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "289",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 38.65,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 30 to 34",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Ohio",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 15.0,
+          "MentalHealthDays": 15.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.83,
+          "WeightInKilograms": 129.27,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "291",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 36.26,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 40 to 44",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Tennessee",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 14.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "All",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Use them every day",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.8,
+          "WeightInKilograms": 117.93,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "Yes",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "293",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 21.48,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 80 or older",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Massachusetts",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 1.0,
+          "MentalHealthDays": 2.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "Yes",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "Yes",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.52,
+          "WeightInKilograms": 49.9,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "295",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 30.42,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "55-59",
+          "Race": "White",
+          "Diabetic": "Yes",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "299",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 37.23,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 70 to 74",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Virginia",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 20.0,
+          "MentalHealthDays": 10.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 4.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "Yes",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "Yes",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "Black only, Non-Hispanic",
+          "HeightInMeters": 1.88,
+          "WeightInKilograms": 131.54,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "301",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 27.99,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 55 to 59",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Kentucky",
+          "GeneralHealth": "Poor",
+          "PhysicalHealthDays": 30.0,
+          "MentalHealthDays": 15.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 12.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "Yes",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "Yes",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Use them some days",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.6,
+          "WeightInKilograms": 71.67,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "306",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 30.41,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 60 to 64",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Georgia",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 10.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 3.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes every day",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "Black only, Non-Hispanic",
+          "HeightInMeters": 1.73,
+          "WeightInKilograms": 90.72,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "307",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 30.26,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "65-69",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "Yes",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "311",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 25.06,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 40 to 44",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Nebraska",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.7,
+          "WeightInKilograms": 72.57,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "313",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 24.41,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 1.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "70-74",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "314",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 24.21,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 55 to 59",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Virginia",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 10.0,
+          "LastCheckupTime": "5 or more years ago",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "All",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "Yes",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No, pre-diabetes or borderline diabetes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.68,
+          "WeightInKilograms": 68.04,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "316",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 28.37,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 29.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "55-59",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "Yes",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "318",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 41.09,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 30 to 34",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Louisiana",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Black only, Non-Hispanic",
+          "HeightInMeters": 1.88,
+          "WeightInKilograms": 145.15,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "319",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 29.53,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 45 to 49",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Ohio",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 1.0,
+          "LastCheckupTime": "5 or more years ago",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": null,
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.75,
+          "WeightInKilograms": 90.72,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "324",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 27.76,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "South Carolina",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.68,
+          "WeightInKilograms": 78.02,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "328",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 23.3,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 50 to 54",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Washington",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Multiracial, Non-Hispanic",
+          "HeightInMeters": 1.65,
+          "WeightInKilograms": 63.5,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "330",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 25.84,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 75 to 79",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Utah",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 30.0,
+          "MentalHealthDays": null,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "Yes",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.7,
+          "WeightInKilograms": 74.84,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "332",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 37.49,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 3.0,
+          "MentalHealth": 7.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "35-39",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "333",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 21.52,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 35 to 39",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "New York",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 2.0,
+          "MentalHealthDays": 10.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.78,
+          "WeightInKilograms": 68.04,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": "Yes",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "337",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 33.3,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 45 to 49",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Wyoming",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "Yes",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes some days",
+          "ECigaretteUsage": "Use them every day",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.6,
+          "WeightInKilograms": 85.28,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "339",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 18.32,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Arkansas",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 30.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 9.0,
+          "RemovedTeeth": "All",
+          "HadHeartAttack": "Yes",
+          "HadAngina": "Yes",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "Yes",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes every day",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.7,
+          "WeightInKilograms": 53.07,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "340",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 29.76,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "South Dakota",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 3.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.7,
+          "WeightInKilograms": 86.18,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Tested positive using home test without a health professional"
+        }
+      },
+      {
+        "scenario_id": "345",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 21.93,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 50 to 54",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "South Dakota",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.7,
+          "WeightInKilograms": 63.5,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "346",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 40.24,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 35 to 39",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Arizona",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Hispanic",
+          "HeightInMeters": 1.85,
+          "WeightInKilograms": 138.35,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "347",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 30.79,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "70-74",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "351",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 37.59,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Mississippi",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": null,
+          "RaceEthnicityCategory": "Black only, Non-Hispanic",
+          "HeightInMeters": 1.7,
+          "WeightInKilograms": 108.86,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "354",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 24.89,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 60 to 64",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "New Jersey",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.63,
+          "WeightInKilograms": 65.77,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "358",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 25.75,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 30 to 34",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "South Dakota",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 5.0,
+          "MentalHealthDays": 30.0,
+          "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.63,
+          "WeightInKilograms": 68.04,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "360",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 25.33,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 60 to 64",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Washington",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.6,
+          "WeightInKilograms": 64.86,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "361",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 34.01,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 45 to 49",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Vermont",
+          "GeneralHealth": "Poor",
+          "PhysicalHealthDays": 14.0,
+          "MentalHealthDays": 2.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "Yes",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": null,
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.55,
+          "WeightInKilograms": 81.65,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "362",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 34.87,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "50-54",
+          "Race": "Other",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "365",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 27.44,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 25 to 29",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Kansas",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 2.0,
+          "MentalHealthDays": 20.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "Yes",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.68,
+          "WeightInKilograms": 77.11,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "366",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 21.29,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 25 to 29",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Colorado",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 15.0,
+          "LastCheckupTime": "5 or more years ago",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "Yes",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Hispanic",
+          "HeightInMeters": 1.73,
+          "WeightInKilograms": 63.5,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "367",
+        "features": {
+          "HeartDisease": null,
+          "BMI": null,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 60 to 64",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "New Jersey",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 8.0,
+          "RemovedTeeth": null,
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": null,
+          "WeightInKilograms": 79.38,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "369",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 28.25,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 35 to 39",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Florida",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 1.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Black only, Non-Hispanic",
+          "HeightInMeters": 1.68,
+          "WeightInKilograms": 79.38,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "372",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 21.97,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 60 to 64",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Indiana",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Use them some days",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.6,
+          "WeightInKilograms": 56.25,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "374",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 28.29,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 7.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "25-29",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 6.0,
+          "Asthma": "Yes",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "375",
+        "features": {
+          "HeartDisease": "Yes",
+          "BMI": 38.74,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 30.0,
+          "MentalHealth": 15.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "70-74",
+          "Race": "White",
+          "Diabetic": "Yes",
+          "PhysicalActivity": "No",
+          "SleepTime": 9.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "376",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 26.63,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Minnesota",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 3.0,
+          "MentalHealthDays": 1.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 9.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.68,
+          "WeightInKilograms": 74.84,
+          "AlcoholDrinkers": null,
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Tested positive using home test without a health professional"
+        }
+      },
+      {
+        "scenario_id": "378",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 28.19,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 60 to 64",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Wisconsin",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.7,
+          "WeightInKilograms": 81.65,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "382",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 23.75,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 40 to 44",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Maine",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 30.0,
+          "LastCheckupTime": "5 or more years ago",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 9.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": 1.85,
+          "WeightInKilograms": 81.65,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "383",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 32.77,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 80 or older",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Wisconsin",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 3.0,
+          "MentalHealthDays": 2.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 6.0,
+          "RemovedTeeth": null,
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Black only, Non-Hispanic",
+          "HeightInMeters": 1.6,
+          "WeightInKilograms": 83.91,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "384",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 26.57,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "45-49",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "Yes",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "385",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 24.03,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 45 to 49",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Maryland",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.63,
+          "WeightInKilograms": 63.5,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "386",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 35.0,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 25 to 29",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Virginia",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 15.0,
+          "MentalHealthDays": 15.0,
+          "LastCheckupTime": "5 or more years ago",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 5.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "Yes",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Use them some days",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Black only, Non-Hispanic",
+          "HeightInMeters": 1.91,
+          "WeightInKilograms": 127.01,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "388",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 30.85,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "55-59",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "389",
+        "features": {
+          "HeartDisease": null,
+          "BMI": null,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 35 to 39",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Oklahoma",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": "Hispanic",
+          "HeightInMeters": 1.55,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "392",
+        "features": {
+          "HeartDisease": "Yes",
+          "BMI": 30.85,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "80 or older",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "Yes",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "393",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 23.49,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 18 to 24",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Colorado",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 2.0,
+          "MentalHealthDays": 20.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "Yes",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Hispanic",
+          "HeightInMeters": 1.7,
+          "WeightInKilograms": 68.04,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
+          "HighRiskLastYear": "Yes",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "394",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 24.41,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "60-64",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 10.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "395",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 34.46,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 40 to 44",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Nebraska",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 28.0,
+          "MentalHealthDays": 30.0,
+          "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "Yes",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "Yes",
+          "DifficultyErrands": "Yes",
+          "SmokerStatus": "Current smoker - now smokes every day",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.7,
+          "WeightInKilograms": 99.79,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "399",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 25.7,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "80 or older",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "400",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 24.69,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "18-24",
+          "Race": "Asian",
+          "Diabetic": "No",
+          "PhysicalActivity": "No",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "401",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 21.95,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 2.0,
+          "MentalHealth": 1.0,
+          "DiffWalking": "Yes",
+          "Sex": "Female",
+          "AgeCategory": "50-54",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "402",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 26.26,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 25 to 29",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Massachusetts",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.78,
+          "WeightInKilograms": 83.01,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "403",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 25.1,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 55 to 59",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Minnesota",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "5 or more years ago",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.8,
+          "WeightInKilograms": 81.65,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "406",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 20.6,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 55 to 59",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Montana",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 3.0,
+          "MentalHealthDays": 3.0,
+          "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.63,
+          "WeightInKilograms": 54.43,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "407",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 30.23,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 70 to 74",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "North Dakota",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 5.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.55,
+          "WeightInKilograms": 72.57,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "412",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 33.23,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 18 to 24",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Maryland",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 7.0,
+          "MentalHealthDays": 7.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Hispanic",
+          "HeightInMeters": 1.83,
+          "WeightInKilograms": 111.13,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "417",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 31.62,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 40 to 44",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Texas",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 7.0,
+          "MentalHealthDays": 12.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.65,
+          "WeightInKilograms": 86.18,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "418",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 28.35,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 80 or older",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Nebraska",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 5.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 3.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "Yes",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.57,
+          "WeightInKilograms": 70.31,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "420",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 29.05,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 60 to 64",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Guam",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes every day",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "Hispanic",
+          "HeightInMeters": 1.68,
+          "WeightInKilograms": 81.65,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "Yes",
+          "CovidPos": "Tested positive using home test without a health professional"
+        }
+      },
+      {
+        "scenario_id": "422",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 30.18,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "60-64",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 6.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "425",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 22.32,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "Yes",
+          "Stroke": "No",
+          "PhysicalHealth": 1.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "60-64",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "428",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 27.37,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 75 to 79",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "South Dakota",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 3.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "Yes",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "Yes",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": null,
+          "HadArthritis": "No",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "Yes",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.73,
+          "WeightInKilograms": 81.65,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "430",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 19.53,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 55 to 59",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Minnesota",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.52,
+          "WeightInKilograms": 45.36,
+          "AlcoholDrinkers": null,
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "431",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 25.06,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 10.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "25-29",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "433",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 28.89,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 75 to 79",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Virginia",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.73,
+          "WeightInKilograms": 86.18,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "435",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 28.29,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 18 to 24",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Puerto Rico",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "Hispanic",
+          "HeightInMeters": 1.65,
+          "WeightInKilograms": 77.11,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "436",
+        "features": {
+          "HeartDisease": null,
+          "BMI": null,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 35 to 39",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "New Jersey",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": "Hispanic",
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "441",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 28.37,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 75 to 79",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Maryland",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.85,
+          "WeightInKilograms": 97.52,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "442",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 53.81,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 25.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "35-39",
+          "Race": "Hispanic",
+          "Diabetic": "No",
+          "PhysicalActivity": "No",
+          "SleepTime": 6.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "444",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 30.62,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 75 to 79",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "New Hampshire",
+          "GeneralHealth": "Poor",
+          "PhysicalHealthDays": 30.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 4.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "Yes",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "Yes",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.65,
+          "WeightInKilograms": 83.46,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "445",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 26.93,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "Yes",
+          "Stroke": "No",
+          "PhysicalHealth": 4.0,
+          "MentalHealth": 2.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "55-59",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 6.0,
+          "Asthma": "Yes",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "451",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 27.12,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "Yes",
+          "Sex": "Male",
+          "AgeCategory": "60-64",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "453",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 29.18,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 25 to 29",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "New Jersey",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 2.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Other race only, Non-Hispanic",
+          "HeightInMeters": 1.63,
+          "WeightInKilograms": 77.11,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "457",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 30.27,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 50 to 54",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Puerto Rico",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 5.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "Hispanic",
+          "HeightInMeters": 1.75,
+          "WeightInKilograms": 92.99,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "470",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 36.13,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 30 to 34",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Ohio",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 14.0,
+          "MentalHealthDays": 5.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "Yes",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "Yes",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "Yes",
+          "SmokerStatus": "Current smoker - now smokes every day",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "Multiracial, Non-Hispanic",
+          "HeightInMeters": 1.52,
+          "WeightInKilograms": 83.91,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "471",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 22.71,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 18 to 24",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Utah",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 5.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.7,
+          "WeightInKilograms": 65.77,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "472",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 22.92,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 2.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "60-64",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "476",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 27.89,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": null,
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Georgia",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Black only, Non-Hispanic",
+          "HeightInMeters": 1.8,
+          "WeightInKilograms": 90.72,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "477",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 29.23,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 70 to 74",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Texas",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 2.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "All",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No, pre-diabetes or borderline diabetes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Hispanic",
+          "HeightInMeters": 1.6,
+          "WeightInKilograms": 74.84,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "480",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 25.61,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 35 to 39",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "South Dakota",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.57,
+          "WeightInKilograms": 63.5,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "490",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 26.63,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 45 to 49",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Texas",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "Yes",
+          "DifficultyErrands": "Yes",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "Black only, Non-Hispanic",
+          "HeightInMeters": 1.65,
+          "WeightInKilograms": 72.57,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "492",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 30.27,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "40-44",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "496",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 20.25,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Maine",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes every day",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.91,
+          "WeightInKilograms": 73.48,
+          "AlcoholDrinkers": null,
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "499",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 24.75,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 45 to 49",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Maine",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.7,
+          "WeightInKilograms": 71.67,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": null,
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      }
+    ],
+    "target_column": "GeneralHealth",
+    "task_sub_type": "classification",
+    "ranking_ground_truth": {
+      "top_k_ids": [
+        "009",
+        "012",
+        "034",
+        "040",
+        "047",
+        "098",
+        "104",
+        "111",
+        "129",
+        "142",
+        "179",
+        "213",
+        "218",
+        "238",
+        "301",
+        "361",
+        "444"
+      ]
     },
-    "final_decision": {},
-    "what_if": {},
-    "ground_truth": {
-        "extracted_features": [
-            {
-                "scenario_id": "002",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 36.32,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "Yes",
-                    "Sex": "Female",
-                    "AgeCategory": "60-64",
-                    "Race": "White",
-                    "Diabetic": "Yes",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "Yes",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "004",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 32.45,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "Yes",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 2.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "30-34",
-                    "Race": "Black",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 6.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "005",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 29.26,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 75 to 79",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Tennessee",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 5.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 9.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "Yes",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.57,
-                    "WeightInKilograms": 72.57,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "009",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 25.42,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 80 or older",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Maryland",
-                    "GeneralHealth": "Poor",
-                    "PhysicalHealthDays": 30.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "Yes",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "Yes",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.57,
-                    "WeightInKilograms": 63.05,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "010",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 35.24,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 60 to 64",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Idaho",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 5.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "Yes",
-                    "HadCOPD": "Yes",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes some days",
-                    "ECigaretteUsage": "Use them some days",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.7,
-                    "WeightInKilograms": 102.06,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": null,
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "012",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 20.8,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 80 or older",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Georgia",
-                    "GeneralHealth": "Poor",
-                    "PhysicalHealthDays": 30.0,
-                    "MentalHealthDays": 30.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.65,
-                    "WeightInKilograms": 56.7,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "014",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 30.04,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 60 to 64",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Wisconsin",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 3.0,
-                    "MentalHealthDays": 30.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 10.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "Yes",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "Yes",
-                    "SmokerStatus": "Current smoker - now smokes every day",
-                    "ECigaretteUsage": "Use them some days",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.63,
-                    "WeightInKilograms": 79.38,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "015",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 37.12,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 40 to 44",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Vermont",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 18.0,
-                    "MentalHealthDays": 30.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 4.0,
-                    "RemovedTeeth": "All",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "Yes",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes every day",
-                    "ECigaretteUsage": "Use them some days",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.68,
-                    "WeightInKilograms": 104.33,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "016",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 34.46,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "65-69",
-                    "Race": "White",
-                    "Diabetic": "No, borderline diabetes",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 6.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "017",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 31.09,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 30 to 34",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Illinois",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "5 or more years ago",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Hispanic",
-                    "HeightInMeters": 1.57,
-                    "WeightInKilograms": 77.11,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "018",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 25.07,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 80 or older",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Rhode Island",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 6.0,
-                    "MentalHealthDays": 2.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "Yes",
-                    "BlindOrVisionDifficulty": "Yes",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.85,
-                    "WeightInKilograms": 86.18,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "021",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 29.53,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 2.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "55-59",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "Yes",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "023",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 26.45,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 30 to 34",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Texas",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 1.0,
-                    "MentalHealthDays": 1.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Hispanic",
-                    "HeightInMeters": 1.55,
-                    "WeightInKilograms": 63.5,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "024",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 34.28,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 18 to 24",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "New Jersey",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 3.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 12.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Hispanic",
-                    "HeightInMeters": 1.65,
-                    "WeightInKilograms": 93.44,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "033",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 22.31,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 35 to 39",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Utah",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 3.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "Yes",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.63,
-                    "WeightInKilograms": 58.97,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "034",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 31.32,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 30.0,
-                    "MentalHealth": 30.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "70-74",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "No",
-                    "GenHealth": "Poor",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "Yes",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "039",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 20.36,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "75-79",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "040",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 27.46,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 60 to 64",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Nebraska",
-                    "GeneralHealth": "Poor",
-                    "PhysicalHealthDays": 30.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 5.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "Yes",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "Yes",
-                    "DifficultyErrands": "Yes",
-                    "SmokerStatus": "Current smoker - now smokes some days",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "Hispanic",
-                    "HeightInMeters": 1.63,
-                    "WeightInKilograms": 72.57,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "042",
-                "features": {
-                    "HeartDisease": "Yes",
-                    "BMI": 46.64,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 30.0,
-                    "MentalHealth": 10.0,
-                    "DiffWalking": "Yes",
-                    "Sex": "Female",
-                    "AgeCategory": "80 or older",
-                    "Race": "White",
-                    "Diabetic": "Yes",
-                    "PhysicalActivity": "No",
-                    "GenHealth": "Fair",
-                    "SleepTime": 10.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "Yes",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "045",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 34.48,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 80 or older",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Kansas",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.47,
-                    "WeightInKilograms": 74.84,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "046",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 24.63,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 45 to 49",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Wisconsin",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes some days",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.73,
-                    "WeightInKilograms": 73.48,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "047",
-                "features": {
-                    "HeartDisease": "Yes",
-                    "BMI": 37.55,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 20.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "Yes",
-                    "Sex": "Female",
-                    "AgeCategory": "65-69",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "No",
-                    "GenHealth": "Poor",
-                    "SleepTime": 6.0,
-                    "Asthma": "Yes",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "052",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 26.63,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 60 to 64",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Minnesota",
-                    "GeneralHealth": "Poor",
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": null,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": null,
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "Yes",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "Yes",
-                    "DifficultyErrands": "Yes",
-                    "SmokerStatus": "Current smoker - now smokes some days",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "Black only, Non-Hispanic",
-                    "HeightInMeters": 1.68,
-                    "WeightInKilograms": 74.84,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "059",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 33.25,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 2.0,
-                    "MentalHealth": 10.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "65-69",
-                    "Race": "White",
-                    "Diabetic": "Yes",
-                    "PhysicalActivity": "No",
-                    "GenHealth": "Fair",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "061",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 25.11,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 55 to 59",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Nevada",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.78,
-                    "WeightInKilograms": 79.38,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "063",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 30.83,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Maryland",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "Black only, Non-Hispanic",
-                    "HeightInMeters": 1.68,
-                    "WeightInKilograms": 86.64,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "064",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 27.37,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 80 or older",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "North Dakota",
-                    "GeneralHealth": "Poor",
-                    "PhysicalHealthDays": 30.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "Yes",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "Yes",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.73,
-                    "WeightInKilograms": 81.65,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "067",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 30.52,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Oregon",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 5.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "Yes",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.83,
-                    "WeightInKilograms": 102.06,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Tested positive using home test without a health professional"
-                }
-            },
-            {
-                "scenario_id": "068",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 27.06,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 18 to 24",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Louisiana",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 1.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Use them every day",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.5,
-                    "WeightInKilograms": 60.78,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "072",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 27.71,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 30 to 34",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Connecticut",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 4.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes every day",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.85,
-                    "WeightInKilograms": 95.25,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "074",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 32.61,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 3.0,
-                    "DiffWalking": "Yes",
-                    "Sex": "Female",
-                    "AgeCategory": "70-74",
-                    "Race": "White",
-                    "Diabetic": "Yes",
-                    "PhysicalActivity": "No",
-                    "GenHealth": "Fair",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "079",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 23.71,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 30.0,
-                    "MentalHealth": 2.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "25-29",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 6.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "081",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 22.6,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 50 to 54",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Wisconsin",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 7.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.68,
-                    "WeightInKilograms": 63.5,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Tested positive using home test without a health professional"
-                }
-            },
-            {
-                "scenario_id": "082",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 28.06,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "50-54",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "084",
-                "features": {
-                    "HeartDisease": "Yes",
-                    "BMI": 41.57,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "75-79",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 4.0,
-                    "Asthma": "Yes",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "085",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": null,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 40 to 44",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Oklahoma",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "086",
-                "features": {
-                    "HeartDisease": "Yes",
-                    "BMI": 18.87,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 25.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "25-29",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 6.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "Yes",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "087",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 32.69,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "50-54",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Excellent",
-                    "SleepTime": 6.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "088",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 32.86,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "75-79",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "No",
-                    "GenHealth": "Very good",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "090",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 44.29,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 75 to 79",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Arizona",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 9.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "Yes",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.6,
-                    "WeightInKilograms": 113.4,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "093",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 24.37,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "65-69",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "098",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 24.8,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 55 to 59",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Oklahoma",
-                    "GeneralHealth": "Poor",
-                    "PhysicalHealthDays": 2.0,
-                    "MentalHealthDays": 3.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "Yes",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "Black only, Non-Hispanic",
-                    "HeightInMeters": 1.6,
-                    "WeightInKilograms": 63.5,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "099",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 32.23,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "Yes",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 30.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "45-49",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "Yes",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "101",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 29.23,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 3.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "60-64",
-                    "Race": "Black",
-                    "Diabetic": "No, borderline diabetes",
-                    "PhysicalActivity": "No",
-                    "GenHealth": "Fair",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "103",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 26.63,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 25 to 29",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Mississippi",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 4.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.68,
-                    "WeightInKilograms": 74.84,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "104",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 38.67,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Michigan",
-                    "GeneralHealth": "Poor",
-                    "PhysicalHealthDays": 20.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "Yes",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "Yes",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "Yes",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.52,
-                    "WeightInKilograms": 89.81,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "111",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": null,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 18 to 24",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Georgia",
-                    "GeneralHealth": "Poor",
-                    "PhysicalHealthDays": 20.0,
-                    "MentalHealthDays": 30.0,
-                    "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 5.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": null,
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "Yes",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Use them every day",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": null,
-                    "WeightInKilograms": 61.23,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "118",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 17.34,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 80 or older",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Missouri",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 30.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 4.0,
-                    "RemovedTeeth": "All",
-                    "HadHeartAttack": "Yes",
-                    "HadAngina": null,
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": null,
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "Yes",
-                    "BlindOrVisionDifficulty": "Yes",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "Yes",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.63,
-                    "WeightInKilograms": 45.81,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "120",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 23.01,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Massachusetts",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.8,
-                    "WeightInKilograms": 74.84,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": null,
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "124",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 27.06,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 70 to 74",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Vermont",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.73,
-                    "WeightInKilograms": 80.74,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "128",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 23.91,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 4.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "25-29",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "129",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 14.88,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 70 to 74",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Tennessee",
-                    "GeneralHealth": "Poor",
-                    "PhysicalHealthDays": 30.0,
-                    "MentalHealthDays": 25.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 1.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "Yes",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "Yes",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "Yes",
-                    "DifficultyErrands": "Yes",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.7,
-                    "WeightInKilograms": 43.09,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "132",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 24.45,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 30 to 34",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Texas",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 3.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Hispanic",
-                    "HeightInMeters": 1.6,
-                    "WeightInKilograms": 62.6,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "133",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 44.94,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 4.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "18-24",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "134",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": null,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 40 to 44",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "New Hampshire",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 10.0,
-                    "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "136",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 27.4,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 45 to 49",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Wyoming",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes some days",
-                    "ECigaretteUsage": "Use them some days",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.83,
-                    "WeightInKilograms": 91.63,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "138",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 30.67,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 40 to 44",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Utah",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 20.0,
-                    "MentalHealthDays": 30.0,
-                    "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "Hispanic",
-                    "HeightInMeters": 1.68,
-                    "WeightInKilograms": 86.18,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "142",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 27.46,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 70 to 74",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Montana",
-                    "GeneralHealth": "Poor",
-                    "PhysicalHealthDays": 20.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 5.0,
-                    "RemovedTeeth": "All",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "Yes",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "Yes",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "Yes",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.6,
-                    "WeightInKilograms": 70.31,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Tested positive using home test without a health professional"
-                }
-            },
-            {
-                "scenario_id": "145",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 36.56,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 2.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "40-44",
-                    "Race": "Hispanic",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 6.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "150",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 19.11,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 40 to 44",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "New York",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 30.0,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "Yes, but only during pregnancy (female)",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.7,
-                    "WeightInKilograms": 55.34,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "151",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 36.94,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 50 to 54",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Kentucky",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 5.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.85,
-                    "WeightInKilograms": 127.01,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "156",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 23.02,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 5.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "60-64",
-                    "Race": "Asian",
-                    "Diabetic": "Yes",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "158",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 20.38,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 2.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "70-74",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 5.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "Yes",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "159",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 29.05,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 45 to 49",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Washington",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 5.0,
-                    "MentalHealthDays": 5.0,
-                    "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes every day",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Multiracial, Non-Hispanic",
-                    "HeightInMeters": 1.68,
-                    "WeightInKilograms": 81.65,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "160",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 23.3,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 45 to 49",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "New York",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 1.0,
-                    "MentalHealthDays": 5.0,
-                    "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.65,
-                    "WeightInKilograms": 63.5,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "163",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 24.89,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 60 to 64",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Missouri",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 11.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No, pre-diabetes or borderline diabetes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Black only, Non-Hispanic",
-                    "HeightInMeters": 1.63,
-                    "WeightInKilograms": 65.77,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "170",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 25.69,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "60-64",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "172",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 28.06,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 30 to 34",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Indiana",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Black only, Non-Hispanic",
-                    "HeightInMeters": 1.75,
-                    "WeightInKilograms": 86.18,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "173",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 23.75,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 50 to 54",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Puerto Rico",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Hispanic",
-                    "HeightInMeters": 1.85,
-                    "WeightInKilograms": 81.65,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "176",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": null,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 60 to 64",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Utah",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.65,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "179",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 23.03,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 70 to 74",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Michigan",
-                    "GeneralHealth": "Poor",
-                    "PhysicalHealthDays": 30.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.6,
-                    "WeightInKilograms": 58.97,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "182",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 25.34,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 80 or older",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Indiana",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 3.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 5.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "Yes",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "Yes",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.68,
-                    "WeightInKilograms": 71.21,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "185",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 38.96,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 30 to 34",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "South Carolina",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 2.0,
-                    "MentalHealthDays": 3.0,
-                    "LastCheckupTime": "5 or more years ago",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Use them some days",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.63,
-                    "WeightInKilograms": 102.97,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "186",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 23.06,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 25 to 29",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Alaska",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 12.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Black only, Non-Hispanic",
-                    "HeightInMeters": 1.83,
-                    "WeightInKilograms": 77.11,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "187",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 23.11,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 70 to 74",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Montana",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.88,
-                    "WeightInKilograms": 81.65,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "188",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 37.11,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 60 to 64",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Michigan",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 1.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.52,
-                    "WeightInKilograms": 86.18,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "189",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 25.68,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 60 to 64",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Washington",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 10.0,
-                    "MentalHealthDays": 1.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.88,
-                    "WeightInKilograms": 90.72,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Tested positive using home test without a health professional"
-                }
-            },
-            {
-                "scenario_id": "193",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 32.92,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 50 to 54",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Washington",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 2.0,
-                    "MentalHealthDays": 15.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Other race only, Non-Hispanic",
-                    "HeightInMeters": 1.57,
-                    "WeightInKilograms": 81.65,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": null,
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "203",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 30.34,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "55-59",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "207",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 19.2,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 18 to 24",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Texas",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Hispanic",
-                    "HeightInMeters": 1.57,
-                    "WeightInKilograms": 47.63,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "Yes",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "208",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 23.3,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 2.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "40-44",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "209",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 37.59,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 15.0,
-                    "DiffWalking": "Yes",
-                    "Sex": "Female",
-                    "AgeCategory": "35-39",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "No",
-                    "GenHealth": "Good",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "213",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 23.03,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 50 to 54",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Massachusetts",
-                    "GeneralHealth": "Poor",
-                    "PhysicalHealthDays": 30.0,
-                    "MentalHealthDays": 5.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 10.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.6,
-                    "WeightInKilograms": 58.97,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "216",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": null,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 30 to 34",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Indiana",
-                    "GeneralHealth": "Poor",
-                    "PhysicalHealthDays": 30.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 12.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "218",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 21.46,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 70 to 74",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Florida",
-                    "GeneralHealth": "Poor",
-                    "PhysicalHealthDays": 8.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "Yes",
-                    "HadAngina": "Yes",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.63,
-                    "WeightInKilograms": 56.7,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "220",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 51.49,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 55 to 59",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Pennsylvania",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.63,
-                    "WeightInKilograms": 136.08,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "222",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 28.45,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "80 or older",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "No",
-                    "GenHealth": "Excellent",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "225",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 38.02,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 35 to 39",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Rhode Island",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 1.0,
-                    "MentalHealthDays": 30.0,
-                    "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.78,
-                    "WeightInKilograms": 120.2,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "227",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 27.46,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 60 to 64",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Louisiana",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 9.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.6,
-                    "WeightInKilograms": 70.31,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "230",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 22.05,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 18 to 24",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Wyoming",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "Yes",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Use them every day",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Hispanic",
-                    "HeightInMeters": 1.73,
-                    "WeightInKilograms": 65.77,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "231",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 41.01,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 25 to 29",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Florida",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Hispanic",
-                    "HeightInMeters": 1.52,
-                    "WeightInKilograms": 95.25,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "232",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 25.61,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 75 to 79",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Arizona",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "5 or more years ago",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 9.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.57,
-                    "WeightInKilograms": 63.5,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "238",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 36.61,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 55 to 59",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "West Virginia",
-                    "GeneralHealth": "Poor",
-                    "PhysicalHealthDays": 30.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 11.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "Yes",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "Yes",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.65,
-                    "WeightInKilograms": 99.79,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "239",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 26.54,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 70 to 74",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Arizona",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 30.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 10.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "Yes",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "Yes",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "Yes",
-                    "DifficultyErrands": "Yes",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "Other race only, Non-Hispanic",
-                    "HeightInMeters": 1.78,
-                    "WeightInKilograms": 83.91,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "248",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 27.34,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 75 to 79",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Washington",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 30.0,
-                    "MentalHealthDays": 25.0,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": "No",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "Yes",
-                    "DifficultyErrands": "Yes",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.52,
-                    "WeightInKilograms": 63.5,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "253",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 32.08,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "65-69",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Excellent",
-                    "SleepTime": 7.0,
-                    "Asthma": "Yes",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "Yes",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "256",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 21.97,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 75 to 79",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Wyoming",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 4.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 3.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "Yes",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "Yes",
-                    "BlindOrVisionDifficulty": "Yes",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes every day",
-                    "ECigaretteUsage": null,
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": 1.83,
-                    "WeightInKilograms": 73.48,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "259",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 20.63,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 70 to 74",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Puerto Rico",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "Hispanic",
-                    "HeightInMeters": 1.65,
-                    "WeightInKilograms": 56.25,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "261",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 37.76,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 45 to 49",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Maryland",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "Yes",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Black only, Non-Hispanic",
-                    "HeightInMeters": 1.63,
-                    "WeightInKilograms": 99.79,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "262",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 28.7,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 10.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "18-24",
-                    "Race": "Hispanic",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "264",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 28.89,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Ohio",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 5.0,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes every day",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "Black only, Non-Hispanic",
-                    "HeightInMeters": 1.73,
-                    "WeightInKilograms": 86.18,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "266",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 23.06,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "55-59",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Excellent",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "267",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 26.37,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 55 to 59",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Washington",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 1.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Other race only, Non-Hispanic",
-                    "HeightInMeters": 1.52,
-                    "WeightInKilograms": 61.23,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "269",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 22.43,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 7.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "35-39",
-                    "Race": "Hispanic",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Excellent",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "271",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 22.15,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 45 to 49",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "New York",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 9.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes every day",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.75,
-                    "WeightInKilograms": 68.04,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "275",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 26.32,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "30-34",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 6.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "277",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 27.89,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 2.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "50-54",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "278",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 22.5,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "45-49",
-                    "Race": "Hispanic",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "No",
-                    "GenHealth": "Excellent",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "281",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 23.03,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Minnesota",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.6,
-                    "WeightInKilograms": 58.97,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "282",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 21.3,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 30.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "35-39",
-                    "Race": "Asian",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 4.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "283",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 27.37,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "60-64",
-                    "Race": "Asian",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 6.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "286",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 25.75,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 80 or older",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Missouri",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 2.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 4.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.63,
-                    "WeightInKilograms": 68.04,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "287",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 33.23,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "45-49",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "289",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 38.65,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 30 to 34",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Ohio",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 15.0,
-                    "MentalHealthDays": 15.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.83,
-                    "WeightInKilograms": 129.27,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "291",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 36.26,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 40 to 44",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Tennessee",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 14.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "All",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Use them every day",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.8,
-                    "WeightInKilograms": 117.93,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "Yes",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "293",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 21.48,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 80 or older",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Massachusetts",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 1.0,
-                    "MentalHealthDays": 2.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "Yes",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "Yes",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.52,
-                    "WeightInKilograms": 49.9,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "295",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 30.42,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "55-59",
-                    "Race": "White",
-                    "Diabetic": "Yes",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "299",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 37.23,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 70 to 74",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Virginia",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 20.0,
-                    "MentalHealthDays": 10.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 4.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "Yes",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "Yes",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "Black only, Non-Hispanic",
-                    "HeightInMeters": 1.88,
-                    "WeightInKilograms": 131.54,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "301",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 27.99,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 55 to 59",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Kentucky",
-                    "GeneralHealth": "Poor",
-                    "PhysicalHealthDays": 30.0,
-                    "MentalHealthDays": 15.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 12.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "Yes",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "Yes",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Use them some days",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.6,
-                    "WeightInKilograms": 71.67,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "306",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 30.41,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 60 to 64",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Georgia",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 10.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 3.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes every day",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "Black only, Non-Hispanic",
-                    "HeightInMeters": 1.73,
-                    "WeightInKilograms": 90.72,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "307",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 30.26,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "65-69",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "Yes",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "311",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 25.06,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 40 to 44",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Nebraska",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.7,
-                    "WeightInKilograms": 72.57,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "313",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 24.41,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 1.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "70-74",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "314",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 24.21,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 55 to 59",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Virginia",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 10.0,
-                    "LastCheckupTime": "5 or more years ago",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "All",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "Yes",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No, pre-diabetes or borderline diabetes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.68,
-                    "WeightInKilograms": 68.04,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "316",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 28.37,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 29.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "55-59",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Excellent",
-                    "SleepTime": 7.0,
-                    "Asthma": "Yes",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "318",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 41.09,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 30 to 34",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Louisiana",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Black only, Non-Hispanic",
-                    "HeightInMeters": 1.88,
-                    "WeightInKilograms": 145.15,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "319",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 29.53,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 45 to 49",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Ohio",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 1.0,
-                    "LastCheckupTime": "5 or more years ago",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.75,
-                    "WeightInKilograms": 90.72,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "324",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 27.76,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "South Carolina",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.68,
-                    "WeightInKilograms": 78.02,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "328",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 23.3,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 50 to 54",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Washington",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Multiracial, Non-Hispanic",
-                    "HeightInMeters": 1.65,
-                    "WeightInKilograms": 63.5,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "330",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 25.84,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 75 to 79",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Utah",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 30.0,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "Yes",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.7,
-                    "WeightInKilograms": 74.84,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "332",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 37.49,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 3.0,
-                    "MentalHealth": 7.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "35-39",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Excellent",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "333",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 21.52,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 35 to 39",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "New York",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 2.0,
-                    "MentalHealthDays": 10.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.78,
-                    "WeightInKilograms": 68.04,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": "Yes",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "337",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 33.3,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 45 to 49",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Wyoming",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "Yes",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes some days",
-                    "ECigaretteUsage": "Use them every day",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.6,
-                    "WeightInKilograms": 85.28,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "339",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 18.32,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Arkansas",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 30.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 9.0,
-                    "RemovedTeeth": "All",
-                    "HadHeartAttack": "Yes",
-                    "HadAngina": "Yes",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "Yes",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes every day",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.7,
-                    "WeightInKilograms": 53.07,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "340",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 29.76,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "South Dakota",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 3.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.7,
-                    "WeightInKilograms": 86.18,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Tested positive using home test without a health professional"
-                }
-            },
-            {
-                "scenario_id": "345",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 21.93,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 50 to 54",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "South Dakota",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.7,
-                    "WeightInKilograms": 63.5,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "346",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 40.24,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 35 to 39",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Arizona",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Hispanic",
-                    "HeightInMeters": 1.85,
-                    "WeightInKilograms": 138.35,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "347",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 30.79,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "70-74",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Excellent",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "351",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 37.59,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Mississippi",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": "Black only, Non-Hispanic",
-                    "HeightInMeters": 1.7,
-                    "WeightInKilograms": 108.86,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "354",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 24.89,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 60 to 64",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "New Jersey",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.63,
-                    "WeightInKilograms": 65.77,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "358",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 25.75,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 30 to 34",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "South Dakota",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 5.0,
-                    "MentalHealthDays": 30.0,
-                    "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.63,
-                    "WeightInKilograms": 68.04,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "360",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 25.33,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 60 to 64",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Washington",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.6,
-                    "WeightInKilograms": 64.86,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "361",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 34.01,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 45 to 49",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Vermont",
-                    "GeneralHealth": "Poor",
-                    "PhysicalHealthDays": 14.0,
-                    "MentalHealthDays": 2.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "Yes",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": null,
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.55,
-                    "WeightInKilograms": 81.65,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "362",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 34.87,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "50-54",
-                    "Race": "Other",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "365",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 27.44,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 25 to 29",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Kansas",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 2.0,
-                    "MentalHealthDays": 20.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "Yes",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.68,
-                    "WeightInKilograms": 77.11,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "366",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 21.29,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 25 to 29",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Colorado",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 15.0,
-                    "LastCheckupTime": "5 or more years ago",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "Yes",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Hispanic",
-                    "HeightInMeters": 1.73,
-                    "WeightInKilograms": 63.5,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "367",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": null,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 60 to 64",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "New Jersey",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": null,
-                    "WeightInKilograms": 79.38,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "369",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 28.25,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 35 to 39",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Florida",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 1.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Black only, Non-Hispanic",
-                    "HeightInMeters": 1.68,
-                    "WeightInKilograms": 79.38,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "372",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 21.97,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 60 to 64",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Indiana",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Use them some days",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.6,
-                    "WeightInKilograms": 56.25,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "374",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 28.29,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 7.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "25-29",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 6.0,
-                    "Asthma": "Yes",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "375",
-                "features": {
-                    "HeartDisease": "Yes",
-                    "BMI": 38.74,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 30.0,
-                    "MentalHealth": 15.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "70-74",
-                    "Race": "White",
-                    "Diabetic": "Yes",
-                    "PhysicalActivity": "No",
-                    "GenHealth": "Fair",
-                    "SleepTime": 9.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "376",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 26.63,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Minnesota",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 3.0,
-                    "MentalHealthDays": 1.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 9.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.68,
-                    "WeightInKilograms": 74.84,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Tested positive using home test without a health professional"
-                }
-            },
-            {
-                "scenario_id": "378",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 28.19,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 60 to 64",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Wisconsin",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.7,
-                    "WeightInKilograms": 81.65,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "382",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 23.75,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 40 to 44",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Maine",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 30.0,
-                    "LastCheckupTime": "5 or more years ago",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 9.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": 1.85,
-                    "WeightInKilograms": 81.65,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "383",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 32.77,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 80 or older",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Wisconsin",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 3.0,
-                    "MentalHealthDays": 2.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Black only, Non-Hispanic",
-                    "HeightInMeters": 1.6,
-                    "WeightInKilograms": 83.91,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "384",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 26.57,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "45-49",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 8.0,
-                    "Asthma": "Yes",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "385",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 24.03,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 45 to 49",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Maryland",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.63,
-                    "WeightInKilograms": 63.5,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "386",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 35.0,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 25 to 29",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Virginia",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 15.0,
-                    "MentalHealthDays": 15.0,
-                    "LastCheckupTime": "5 or more years ago",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 5.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "Yes",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Use them some days",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Black only, Non-Hispanic",
-                    "HeightInMeters": 1.91,
-                    "WeightInKilograms": 127.01,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "388",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 30.85,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "55-59",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Excellent",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "389",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": null,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 35 to 39",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Oklahoma",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": "Hispanic",
-                    "HeightInMeters": 1.55,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "392",
-                "features": {
-                    "HeartDisease": "Yes",
-                    "BMI": 30.85,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "80 or older",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "Yes",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "393",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 23.49,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 18 to 24",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Colorado",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 2.0,
-                    "MentalHealthDays": 20.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "Yes",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Hispanic",
-                    "HeightInMeters": 1.7,
-                    "WeightInKilograms": 68.04,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
-                    "HighRiskLastYear": "Yes",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "394",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 24.41,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "60-64",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 10.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "395",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 34.46,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 40 to 44",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Nebraska",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 28.0,
-                    "MentalHealthDays": 30.0,
-                    "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "Yes",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "Yes",
-                    "DifficultyErrands": "Yes",
-                    "SmokerStatus": "Current smoker - now smokes every day",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.7,
-                    "WeightInKilograms": 99.79,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "399",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 25.7,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "80 or older",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "400",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 24.69,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "18-24",
-                    "Race": "Asian",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "No",
-                    "GenHealth": "Excellent",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "401",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 21.95,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 2.0,
-                    "MentalHealth": 1.0,
-                    "DiffWalking": "Yes",
-                    "Sex": "Female",
-                    "AgeCategory": "50-54",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Fair",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "402",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 26.26,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 25 to 29",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Massachusetts",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.78,
-                    "WeightInKilograms": 83.01,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "403",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 25.1,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 55 to 59",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Minnesota",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "5 or more years ago",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.8,
-                    "WeightInKilograms": 81.65,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "406",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 20.6,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 55 to 59",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Montana",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 3.0,
-                    "MentalHealthDays": 3.0,
-                    "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.63,
-                    "WeightInKilograms": 54.43,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "407",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 30.23,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 70 to 74",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "North Dakota",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 5.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.55,
-                    "WeightInKilograms": 72.57,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "412",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 33.23,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 18 to 24",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Maryland",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 7.0,
-                    "MentalHealthDays": 7.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Hispanic",
-                    "HeightInMeters": 1.83,
-                    "WeightInKilograms": 111.13,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "417",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 31.62,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 40 to 44",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Texas",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 7.0,
-                    "MentalHealthDays": 12.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.65,
-                    "WeightInKilograms": 86.18,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "418",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 28.35,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 80 or older",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Nebraska",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 5.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 3.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "Yes",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.57,
-                    "WeightInKilograms": 70.31,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "420",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 29.05,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 60 to 64",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Guam",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes every day",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "Hispanic",
-                    "HeightInMeters": 1.68,
-                    "WeightInKilograms": 81.65,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "Yes",
-                    "CovidPos": "Tested positive using home test without a health professional"
-                }
-            },
-            {
-                "scenario_id": "422",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 30.18,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "60-64",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 6.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "425",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 22.32,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "Yes",
-                    "Stroke": "No",
-                    "PhysicalHealth": 1.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "60-64",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "428",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 27.37,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 75 to 79",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "South Dakota",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 3.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "Yes",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "Yes",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": null,
-                    "HadArthritis": "No",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "Yes",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.73,
-                    "WeightInKilograms": 81.65,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "430",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 19.53,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 55 to 59",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Minnesota",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.52,
-                    "WeightInKilograms": 45.36,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "431",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 25.06,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 10.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "25-29",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "433",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 28.89,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 75 to 79",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Virginia",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.73,
-                    "WeightInKilograms": 86.18,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "435",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 28.29,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 18 to 24",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Puerto Rico",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "Hispanic",
-                    "HeightInMeters": 1.65,
-                    "WeightInKilograms": 77.11,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "436",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": null,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 35 to 39",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "New Jersey",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": "Hispanic",
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "441",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 28.37,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 75 to 79",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Maryland",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.85,
-                    "WeightInKilograms": 97.52,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "442",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 53.81,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 25.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "35-39",
-                    "Race": "Hispanic",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "No",
-                    "GenHealth": "Fair",
-                    "SleepTime": 6.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "444",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 30.62,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 75 to 79",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "New Hampshire",
-                    "GeneralHealth": "Poor",
-                    "PhysicalHealthDays": 30.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 4.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "Yes",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "Yes",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.65,
-                    "WeightInKilograms": 83.46,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "445",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 26.93,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "Yes",
-                    "Stroke": "No",
-                    "PhysicalHealth": 4.0,
-                    "MentalHealth": 2.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "55-59",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 6.0,
-                    "Asthma": "Yes",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "451",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 27.12,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "Yes",
-                    "Sex": "Male",
-                    "AgeCategory": "60-64",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Fair",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "453",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 29.18,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 25 to 29",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "New Jersey",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 2.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Other race only, Non-Hispanic",
-                    "HeightInMeters": 1.63,
-                    "WeightInKilograms": 77.11,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "457",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 30.27,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 50 to 54",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Puerto Rico",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 5.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "Hispanic",
-                    "HeightInMeters": 1.75,
-                    "WeightInKilograms": 92.99,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "470",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 36.13,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 30 to 34",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Ohio",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 14.0,
-                    "MentalHealthDays": 5.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "Yes",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "Yes",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "Yes",
-                    "SmokerStatus": "Current smoker - now smokes every day",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "Multiracial, Non-Hispanic",
-                    "HeightInMeters": 1.52,
-                    "WeightInKilograms": 83.91,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "471",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 22.71,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 18 to 24",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Utah",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 5.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.7,
-                    "WeightInKilograms": 65.77,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "472",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 22.92,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 2.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "60-64",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "476",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 27.89,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": null,
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Georgia",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Black only, Non-Hispanic",
-                    "HeightInMeters": 1.8,
-                    "WeightInKilograms": 90.72,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "477",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 29.23,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 70 to 74",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Texas",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 2.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "All",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No, pre-diabetes or borderline diabetes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Hispanic",
-                    "HeightInMeters": 1.6,
-                    "WeightInKilograms": 74.84,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "480",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 25.61,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 35 to 39",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "South Dakota",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.57,
-                    "WeightInKilograms": 63.5,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "490",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 26.63,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 45 to 49",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Texas",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "Yes",
-                    "DifficultyErrands": "Yes",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "Black only, Non-Hispanic",
-                    "HeightInMeters": 1.65,
-                    "WeightInKilograms": 72.57,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "492",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 30.27,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "40-44",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "496",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 20.25,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Maine",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes every day",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.91,
-                    "WeightInKilograms": 73.48,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "499",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 24.75,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 45 to 49",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Maine",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.7,
-                    "WeightInKilograms": 71.67,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": null,
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            }
-        ],
-        "target_column": "GeneralHealth",
-        "task_sub_type": "classification",
-        "ranking_ground_truth": {
-            "top_k_ids": [
-                "009",
-                "012",
-                "040",
-                "098",
-                "104",
-                "111",
-                "129",
-                "142",
-                "179",
-                "213",
-                "218",
-                "238",
-                "301",
-                "361",
-                "444"
-            ]
-        },
-        "active_filters": [
-            {
-                "col": "Sex",
-                "op": "==",
-                "val": "Female"
-            }
-        ],
-        "target_class_value": "poor"
-    },
-    "response": "",
-    "evaluation_score": {}
-}
\ No newline at end of file
+    "active_filters": [
+      {
+        "col": "Sex",
+        "op": "==",
+        "val": "Female"
+      }
+    ],
+    "target_class_value": "poor"
+  },
+  "response": "",
+  "evaluation_score": {}
+}
diff --git a/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_005/current.csv b/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_005/current.csv
index 4d1aa15cad51ea613d3aed935b70ea9577fb72ba..90434a55142c2133999f02e1b7d0f1f901bfa75e 100644
--- a/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_005/current.csv
+++ b/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_005/current.csv
@@ -1,201 +1,201 @@
-HeartDisease,BMI,Smoking,AlcoholDrinking,Stroke,PhysicalHealth,MentalHealth,DiffWalking,Sex,AgeCategory,Race,Diabetic,PhysicalActivity,GenHealth,SleepTime,Asthma,KidneyDisease,SkinCancer,State,PhysicalHealthDays,MentalHealthDays,LastCheckupTime,PhysicalActivities,SleepHours,RemovedTeeth,HadHeartAttack,HadAngina,HadStroke,HadAsthma,HadSkinCancer,HadCOPD,HadDepressiveDisorder,HadKidneyDisease,HadArthritis,HadDiabetes,DeafOrHardOfHearing,BlindOrVisionDifficulty,DifficultyConcentrating,DifficultyWalking,DifficultyDressingBathing,DifficultyErrands,SmokerStatus,ECigaretteUsage,ChestScan,RaceEthnicityCategory,HeightInMeters,WeightInKilograms,AlcoholDrinkers,HIVTesting,FluVaxLast12,PneumoVaxEver,TetanusLast10Tdap,HighRiskLastYear,CovidPos
-No,36.32,No,No,No,0.0,0.0,Yes,Female,60-64,White,Yes,Yes,Good,8.0,No,No,Yes,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,32.45,Yes,Yes,No,0.0,2.0,No,Female,30-34,Black,No,Yes,Good,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,29.26,,,,,,,Female,Age 75 to 79,,,,,,,,,Tennessee,0.0,5.0,Within past year (anytime less than 12 months ago),Yes,9.0,1 to 5,No,No,No,No,No,Yes,No,No,Yes,Yes,No,No,No,No,No,No,Never smoked,Not at all (right now),Yes,"White only, Non-Hispanic",1.57,72.57,No,No,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
-,25.42,,,,,,,Female,Age 80 or older,,,,,,,,,Maryland,30.0,0.0,Within past year (anytime less than 12 months ago),No,8.0,"6 or more, but not all",Yes,No,No,No,No,Yes,No,No,No,No,No,No,No,Yes,No,No,Former smoker,Not at all (right now),Yes,"White only, Non-Hispanic",1.57,63.05,No,No,No,Yes,"Yes, received Tdap",No,No
-,35.24,,,,,,,Female,Age 60 to 64,,,,,,,,,Idaho,5.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,Yes,Yes,Yes,No,No,Yes,No,No,No,Yes,Yes,No,No,Current smoker - now smokes some days,Use them some days,No,"White only, Non-Hispanic",1.7,102.06,Yes,,No,Yes,"Yes, received tetanus shot but not sure what type",No,No
-,20.8,,,,,,,Female,Age 80 or older,,,,,,,,,Georgia,30.0,30.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.65,56.7,No,,,,,,
-,30.04,,,,,,,Female,Age 60 to 64,,,,,,,,,Wisconsin,3.0,30.0,Within past year (anytime less than 12 months ago),Yes,10.0,1 to 5,No,No,No,No,No,No,Yes,No,Yes,No,No,Yes,Yes,No,No,Yes,Current smoker - now smokes every day,Use them some days,Yes,"White only, Non-Hispanic",1.63,79.38,Yes,Yes,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
-,37.12,,,,,,,Female,Age 40 to 44,,,,,,,,,Vermont,18.0,30.0,Within past year (anytime less than 12 months ago),Yes,4.0,All,No,No,No,Yes,No,No,Yes,No,Yes,No,Yes,No,Yes,No,No,No,Current smoker - now smokes every day,Use them some days,Yes,"White only, Non-Hispanic",1.68,104.33,Yes,Yes,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
-No,34.46,No,No,No,0.0,0.0,No,Male,65-69,White,"No, borderline diabetes",Yes,Very good,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,31.09,,,,,,,Female,Age 30 to 34,,,,,,,,,Illinois,0.0,0.0,5 or more years ago,Yes,6.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,Hispanic,1.57,77.11,No,Yes,No,No,"Yes, received tetanus shot but not sure what type",No,Yes
-,25.07,,,,,,,Male,Age 80 or older,,,,,,,,,Rhode Island,6.0,2.0,Within past year (anytime less than 12 months ago),Yes,6.0,"6 or more, but not all",No,No,No,No,No,No,No,No,Yes,Yes,Yes,Yes,Yes,Yes,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.85,86.18,Yes,No,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,Yes
-No,29.53,No,No,No,0.0,2.0,No,Male,55-59,White,No,Yes,Very good,7.0,No,No,Yes,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,26.45,,,,,,,Female,Age 30 to 34,,,,,,,,,Texas,1.0,1.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,Hispanic,1.55,63.5,Yes,Yes,No,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
-,34.28,,,,,,,Female,Age 18 to 24,,,,,,,,,New Jersey,3.0,0.0,Within past 2 years (1 year but less than 2 years ago),Yes,12.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,Hispanic,1.65,93.44,No,No,Yes,No,"Yes, received Tdap",No,No
-,22.31,,,,,,,Female,Age 35 to 39,,,,,,,,,Utah,3.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,Yes,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.63,58.97,No,No,No,No,"Yes, received Tdap",No,No
-No,31.32,No,No,No,30.0,30.0,No,Female,70-74,White,No,No,Poor,8.0,No,Yes,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,20.36,No,No,No,0.0,0.0,No,Female,75-79,White,No,Yes,Very good,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,27.46,,,,,,,Female,Age 60 to 64,,,,,,,,,Nebraska,30.0,0.0,Within past year (anytime less than 12 months ago),No,5.0,1 to 5,No,No,No,No,No,No,No,No,No,Yes,No,Yes,No,Yes,Yes,Yes,Current smoker - now smokes some days,Never used e-cigarettes in my entire life,Yes,Hispanic,1.63,72.57,No,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-Yes,46.64,No,No,No,30.0,10.0,Yes,Female,80 or older,White,Yes,No,Fair,10.0,No,Yes,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,34.48,,,,,,,Female,Age 80 or older,,,,,,,,,Kansas,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,"6 or more, but not all",No,No,No,No,No,No,No,No,Yes,No,No,No,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.47,74.84,No,No,No,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
-,24.63,,,,,,,Male,Age 45 to 49,,,,,,,,,Wisconsin,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Current smoker - now smokes some days,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.73,73.48,No,No,No,No,"Yes, received tetanus shot but not sure what type",No,No
-Yes,37.55,No,No,No,20.0,0.0,Yes,Female,65-69,White,No,No,Poor,6.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,26.63,,,,,,,Male,Age 60 to 64,,,,,,,,,Minnesota,,,Within past year (anytime less than 12 months ago),Yes,,"6 or more, but not all",No,No,No,,No,Yes,No,No,Yes,No,No,No,No,Yes,Yes,Yes,Current smoker - now smokes some days,Never used e-cigarettes in my entire life,Yes,"Black only, Non-Hispanic",1.68,74.84,Yes,No,No,Yes,,No,No
-No,33.25,Yes,No,No,2.0,10.0,No,Male,65-69,White,Yes,No,Fair,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,25.11,,,,,,,Male,Age 55 to 59,,,,,,,,,Nevada,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.78,79.38,Yes,Yes,No,No,"Yes, received tetanus shot but not sure what type",No,No
-,30.83,,,,,,,Female,Age 65 to 69,,,,,,,,,Maryland,0.0,0.0,Within past 2 years (1 year but less than 2 years ago),Yes,8.0,None of them,No,No,No,Yes,No,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"Black only, Non-Hispanic",1.68,86.64,Yes,Yes,Yes,No,"Yes, received tetanus shot but not sure what type",No,No
-,27.37,,,,,,,Male,Age 80 or older,,,,,,,,,North Dakota,30.0,0.0,Within past year (anytime less than 12 months ago),No,7.0,None of them,No,No,No,No,Yes,No,No,No,No,No,No,Yes,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.73,81.65,No,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
-,30.52,,,,,,,Male,Age 65 to 69,,,,,,,,,Oregon,5.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,1 to 5,No,No,Yes,No,No,No,No,No,No,Yes,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.83,102.06,No,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,Tested positive using home test without a health professional
-,27.06,,,,,,,Female,Age 18 to 24,,,,,,,,,Louisiana,0.0,1.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Use them every day,No,"White only, Non-Hispanic",1.5,60.78,No,No,No,Yes,"Yes, received tetanus shot, but not Tdap",,
-,27.71,,,,,,,Male,Age 30 to 34,,,,,,,,,Connecticut,0.0,4.0,Within past year (anytime less than 12 months ago),Yes,6.0,1 to 5,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,Current smoker - now smokes every day,Not at all (right now),Yes,"White only, Non-Hispanic",1.85,95.25,Yes,No,No,No,"Yes, received tetanus shot but not sure what type",No,No
-No,32.61,No,No,No,0.0,3.0,Yes,Female,70-74,White,Yes,No,Fair,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,23.71,No,No,No,30.0,2.0,No,Male,25-29,White,No,Yes,Very good,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,22.6,,,,,,,Female,Age 50 to 54,,,,,,,,,Wisconsin,7.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,1 to 5,No,No,No,No,No,No,Yes,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.68,63.5,Yes,Yes,Yes,Yes,"Yes, received Tdap",No,Tested positive using home test without a health professional
-No,28.06,No,No,No,0.0,0.0,No,Female,50-54,White,No,Yes,Very good,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-Yes,41.57,Yes,No,No,0.0,0.0,No,Female,75-79,White,No,Yes,Good,4.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,,,,,,,,Female,Age 40 to 44,,,,,,,,,Oklahoma,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",,,Yes,No,Yes,,,No,Yes
-Yes,18.87,Yes,No,No,0.0,25.0,No,Male,25-29,White,No,Yes,Good,6.0,No,Yes,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,32.69,No,No,No,0.0,0.0,No,Male,50-54,White,No,Yes,Excellent,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,32.86,No,No,No,0.0,0.0,No,Female,75-79,White,No,No,Very good,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,44.29,,,,,,,Female,Age 75 to 79,,,,,,,,,Arizona,0.0,0.0,Within past year (anytime less than 12 months ago),No,9.0,1 to 5,No,Yes,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.6,113.4,Yes,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
-No,24.37,No,No,No,0.0,0.0,No,Female,65-69,White,No,Yes,Very good,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,24.8,,,,,,,Female,Age 55 to 59,,,,,,,,,Oklahoma,2.0,3.0,Within past year (anytime less than 12 months ago),No,6.0,"6 or more, but not all",No,No,No,Yes,No,Yes,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"Black only, Non-Hispanic",1.6,63.5,No,Yes,No,Yes,"No, did not receive any tetanus shot in the past 10 years",No,Yes
-No,32.23,Yes,Yes,No,0.0,30.0,No,Female,45-49,White,No,Yes,Very good,8.0,No,No,Yes,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,29.23,Yes,No,No,0.0,3.0,No,Female,60-64,Black,"No, borderline diabetes",No,Fair,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,26.63,,,,,,,Female,Age 25 to 29,,,,,,,,,Mississippi,0.0,4.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.68,74.84,Yes,Yes,No,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
-,38.67,,,,,,,Female,Age 65 to 69,,,,,,,,,Michigan,20.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,Yes,No,No,No,No,Yes,No,No,Yes,No,No,No,No,Yes,Yes,No,Former smoker,Not at all (right now),Yes,"White only, Non-Hispanic",1.52,89.81,No,No,Yes,Yes,"Yes, received Tdap",No,No
-,,,,,,,,Female,Age 18 to 24,,,,,,,,,Georgia,20.0,30.0,Within past 2 years (1 year but less than 2 years ago),No,5.0,None of them,No,No,No,Yes,,No,Yes,No,No,No,,No,Yes,,No,Yes,Never smoked,Use them every day,No,"White only, Non-Hispanic",,61.23,Yes,Yes,No,Yes,"Yes, received tetanus shot, but not Tdap",No,Yes
-,17.34,,,,,,,Female,Age 80 or older,,,,,,,,,Missouri,30.0,0.0,Within past year (anytime less than 12 months ago),No,4.0,All,Yes,,No,No,No,,No,,Yes,No,Yes,Yes,No,Yes,No,Yes,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.63,45.81,No,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
-,23.01,,,,,,,Male,Age 65 to 69,,,,,,,,,Massachusetts,0.0,,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,No,No,No,No,No,,No,No,No,No,,No,,No,No,No,Former smoker,Not at all (right now),No,"White only, Non-Hispanic",1.8,74.84,No,,Yes,Yes,,No,No
-,27.06,,,,,,,Male,Age 70 to 74,,,,,,,,,Vermont,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.73,80.74,Yes,No,Yes,No,"Yes, received tetanus shot but not sure what type",No,No
-No,23.91,No,No,No,0.0,4.0,No,Female,25-29,White,No,Yes,Very good,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,14.88,,,,,,,Female,Age 70 to 74,,,,,,,,,Tennessee,30.0,25.0,Within past year (anytime less than 12 months ago),No,1.0,"6 or more, but not all",No,No,No,No,No,Yes,Yes,Yes,Yes,Yes,No,No,Yes,Yes,Yes,Yes,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.7,43.09,No,No,No,Yes,"Yes, received Tdap",No,Yes
-,24.45,,,,,,,Female,Age 30 to 34,,,,,,,,,Texas,3.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,Hispanic,1.6,62.6,Yes,Yes,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
-No,44.94,Yes,No,No,0.0,4.0,No,Male,18-24,White,No,Yes,Very good,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,,,,,,,,Male,Age 40 to 44,,,,,,,,,New Hampshire,0.0,10.0,Within past 5 years (2 years but less than 5 years ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,No,No,,,,,,,,,,"White only, Non-Hispanic",,,,,,,,,
-,27.4,,,,,,,Male,Age 45 to 49,,,,,,,,,Wyoming,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Current smoker - now smokes some days,Use them some days,No,"White only, Non-Hispanic",1.83,91.63,Yes,Yes,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
-,30.67,,,,,,,Male,Age 40 to 44,,,,,,,,,Utah,20.0,30.0,Within past 2 years (1 year but less than 2 years ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,Hispanic,1.68,86.18,Yes,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
-,27.46,,,,,,,Female,Age 70 to 74,,,,,,,,,Montana,20.0,0.0,Within past year (anytime less than 12 months ago),Yes,5.0,All,No,Yes,No,No,Yes,No,Yes,Yes,Yes,Yes,No,No,No,Yes,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.6,70.31,No,No,No,Yes,"No, did not receive any tetanus shot in the past 10 years",No,Tested positive using home test without a health professional
-No,36.56,Yes,No,No,2.0,0.0,No,Female,40-44,Hispanic,No,Yes,Very good,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,19.11,,,,,,,Female,Age 40 to 44,,,,,,,,,New York,30.0,,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,"Yes, but only during pregnancy (female)",No,No,No,No,No,No,Never smoked,Not at all (right now),Yes,"White only, Non-Hispanic",1.7,55.34,No,Yes,Yes,,"Yes, received Tdap",No,Yes
-,36.94,,,,,,,Male,Age 50 to 54,,,,,,,,,Kentucky,0.0,0.0,Within past 2 years (1 year but less than 2 years ago),Yes,5.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Not at all (right now),No,"White only, Non-Hispanic",1.85,127.01,Yes,No,No,No,"Yes, received tetanus shot but not sure what type",No,No
-No,23.02,No,No,No,0.0,5.0,No,Male,60-64,Asian,Yes,Yes,Very good,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,20.38,Yes,No,No,0.0,2.0,No,Male,70-74,White,No,Yes,Very good,5.0,No,No,Yes,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,29.05,,,,,,,Female,Age 45 to 49,,,,,,,,,Washington,5.0,5.0,Within past 2 years (1 year but less than 2 years ago),Yes,6.0,1 to 5,No,No,No,No,No,No,Yes,No,Yes,No,No,No,No,No,No,No,Current smoker - now smokes every day,Not at all (right now),No,"Multiracial, Non-Hispanic",1.68,81.65,Yes,No,No,No,,No,No
-,23.3,,,,,,,Female,Age 45 to 49,,,,,,,,,New York,1.0,5.0,Within past 2 years (1 year but less than 2 years ago),Yes,8.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.65,63.5,Yes,Yes,No,No,"Yes, received tetanus shot but not sure what type",No,No
-,24.89,,,,,,,Female,Age 60 to 64,,,,,,,,,Missouri,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,11.0,1 to 5,No,No,No,No,No,No,No,No,No,"No, pre-diabetes or borderline diabetes",No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"Black only, Non-Hispanic",1.63,65.77,No,No,Yes,No,"Yes, received Tdap",No,No
-No,25.69,Yes,No,No,0.0,0.0,No,Female,60-64,White,No,Yes,Very good,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,28.06,,,,,,,Male,Age 30 to 34,,,,,,,,,Indiana,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"Black only, Non-Hispanic",1.75,86.18,No,Yes,No,No,"Yes, received tetanus shot but not sure what type",No,No
-,23.75,,,,,,,Male,Age 50 to 54,,,,,,,,,Puerto Rico,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,Hispanic,1.85,81.65,No,Yes,No,No,,No,Yes
-,,,,,,,,Female,Age 60 to 64,,,,,,,,,Utah,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,,,,"White only, Non-Hispanic",1.65,,,,,,,,
-,23.03,,,,,,,Female,Age 70 to 74,,,,,,,,,Michigan,30.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,No,No,No,Yes,No,No,No,No,No,No,No,No,No,Yes,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.6,58.97,Yes,No,Yes,Yes,"Yes, received Tdap",No,No
-,25.34,,,,,,,Male,Age 80 or older,,,,,,,,,Indiana,3.0,0.0,Within past year (anytime less than 12 months ago),No,5.0,"6 or more, but not all",No,No,No,No,No,Yes,No,No,Yes,No,Yes,No,No,Yes,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.68,71.21,Yes,No,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
-,38.96,,,,,,,Female,Age 30 to 34,,,,,,,,,South Carolina,2.0,3.0,5 or more years ago,Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Use them some days,No,"White only, Non-Hispanic",1.63,102.97,No,No,No,,"No, did not receive any tetanus shot in the past 10 years",No,No
-,23.06,,,,,,,Male,Age 25 to 29,,,,,,,,,Alaska,0.0,0.0,Within past year (anytime less than 12 months ago),No,12.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"Black only, Non-Hispanic",1.83,77.11,No,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-,23.11,,,,,,,Male,Age 70 to 74,,,,,,,,,Montana,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.88,81.65,Yes,Yes,Yes,No,"Yes, received tetanus shot but not sure what type",No,No
-,37.11,,,,,,,Female,Age 60 to 64,,,,,,,,,Michigan,1.0,0.0,Within past year (anytime less than 12 months ago),No,6.0,None of them,No,No,No,Yes,No,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.52,86.18,Yes,No,No,Yes,"Yes, received Tdap",No,No
-,25.68,,,,,,,Male,Age 60 to 64,,,,,,,,,Washington,10.0,1.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Former smoker,Not at all (right now),Yes,"White only, Non-Hispanic",1.88,90.72,Yes,No,Yes,No,"Yes, received tetanus shot but not sure what type",No,Tested positive using home test without a health professional
-,32.92,,,,,,,Female,Age 50 to 54,,,,,,,,,Washington,2.0,15.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"Other race only, Non-Hispanic",1.57,81.65,Yes,,Yes,,"Yes, received Tdap",No,No
-No,30.34,No,No,No,0.0,0.0,No,Male,55-59,White,No,Yes,Very good,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,19.2,,,,,,,Female,Age 18 to 24,,,,,,,,,Texas,0.0,0.0,Within past 2 years (1 year but less than 2 years ago),Yes,8.0,None of them,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,Former smoker,Not at all (right now),No,Hispanic,1.57,47.63,Yes,Yes,No,,"Yes, received tetanus shot but not sure what type",Yes,No
-No,23.3,Yes,No,No,0.0,2.0,No,Female,40-44,White,No,Yes,Very good,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,37.59,Yes,No,No,0.0,15.0,Yes,Female,35-39,White,No,No,Good,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,23.03,,,,,,,Female,Age 50 to 54,,,,,,,,,Massachusetts,30.0,5.0,Within past year (anytime less than 12 months ago),No,10.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.6,58.97,No,No,No,No,"Yes, received tetanus shot but not sure what type",No,No
-,,,,,,,,Male,Age 30 to 34,,,,,,,,,Indiana,30.0,0.0,Within past year (anytime less than 12 months ago),No,12.0,None of them,No,No,No,No,No,No,No,No,No,No,,,,,,,,,,"White only, Non-Hispanic",,,,,,,,,
-,21.46,,,,,,,Female,Age 70 to 74,,,,,,,,,Florida,8.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,"6 or more, but not all",Yes,Yes,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.63,56.7,No,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
-,51.49,,,,,,,Female,Age 55 to 59,,,,,,,,,Pennsylvania,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,Yes,No,No,No,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.63,136.08,Yes,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-No,28.45,Yes,No,No,0.0,0.0,No,Male,80 or older,White,No,No,Excellent,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,38.02,,,,,,,Male,Age 35 to 39,,,,,,,,,Rhode Island,1.0,30.0,Within past 2 years (1 year but less than 2 years ago),Yes,8.0,1 to 5,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,Former smoker,Not at all (right now),No,"White only, Non-Hispanic",1.78,120.2,Yes,Yes,No,Yes,"Yes, received tetanus shot, but not Tdap",No,No
-,27.46,,,,,,,Female,Age 60 to 64,,,,,,,,,Louisiana,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,9.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.6,70.31,No,Yes,No,No,"Yes, received Tdap",No,No
-,22.05,,,,,,,Male,Age 18 to 24,,,,,,,,,Wyoming,0.0,,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,,No,No,No,No,No,Yes,No,No,Yes,Former smoker,Use them every day,No,Hispanic,1.73,65.77,No,No,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
-,41.01,,,,,,,Female,Age 25 to 29,,,,,,,,,Florida,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,Hispanic,1.52,95.25,No,Yes,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
-,25.61,,,,,,,Female,Age 75 to 79,,,,,,,,,Arizona,0.0,0.0,5 or more years ago,Yes,9.0,"6 or more, but not all",No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.57,63.5,Yes,Yes,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-,36.61,,,,,,,Female,Age 55 to 59,,,,,,,,,West Virginia,30.0,0.0,Within past 5 years (2 years but less than 5 years ago),Yes,11.0,"6 or more, but not all",No,No,No,No,No,No,Yes,No,Yes,Yes,No,Yes,No,Yes,No,Yes,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.65,99.79,No,No,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
-,26.54,,,,,,,Male,Age 70 to 74,,,,,,,,,Arizona,30.0,0.0,Within past year (anytime less than 12 months ago),Yes,10.0,"6 or more, but not all",No,No,Yes,No,No,No,No,Yes,Yes,No,No,No,No,Yes,Yes,Yes,Former smoker,Never used e-cigarettes in my entire life,Yes,"Other race only, Non-Hispanic",1.78,83.91,No,Yes,No,No,"Yes, received Tdap",No,No
-,27.34,,,,,,,Female,Age 75 to 79,,,,,,,,,Washington,30.0,25.0,,No,7.0,None of them,No,No,No,No,No,No,No,No,Yes,No,No,No,No,Yes,Yes,Yes,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.52,63.5,Yes,No,Yes,Yes,"Yes, received Tdap",No,No
-No,32.08,No,No,No,0.0,0.0,No,Male,65-69,White,No,Yes,Excellent,7.0,Yes,No,Yes,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,21.97,,,,,,,Male,Age 75 to 79,,,,,,,,,Wyoming,4.0,0.0,Within past year (anytime less than 12 months ago),Yes,3.0,None of them,Yes,No,No,No,No,No,No,No,No,No,Yes,Yes,No,Yes,No,No,Current smoker - now smokes every day,,Yes,,1.83,73.48,No,Yes,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
-,20.63,,,,,,,Female,Age 70 to 74,,,,,,,,,Puerto Rico,0.0,0.0,Within past year (anytime less than 12 months ago),No,7.0,"6 or more, but not all",No,No,No,No,No,No,No,No,No,No,No,No,Yes,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,Hispanic,1.65,56.25,No,Yes,No,No,"Yes, received Tdap",No,No
-,37.76,,,,,,,Female,Age 45 to 49,,,,,,,,,Maryland,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,1 to 5,No,No,No,No,No,No,No,Yes,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"Black only, Non-Hispanic",1.63,99.79,Yes,Yes,Yes,No,"Yes, received tetanus shot but not sure what type",No,Yes
-No,28.7,No,No,No,0.0,10.0,No,Male,18-24,Hispanic,No,Yes,Good,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,28.89,,,,,,,Male,Age 65 to 69,,,,,,,,,Ohio,5.0,,Within past 2 years (1 year but less than 2 years ago),No,8.0,1 to 5,No,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,Current smoker - now smokes every day,Not at all (right now),Yes,"Black only, Non-Hispanic",1.73,86.18,Yes,Yes,No,Yes,"Yes, received Tdap",No,No
-No,23.06,Yes,No,No,0.0,0.0,No,Male,55-59,White,No,Yes,Excellent,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,26.37,,,,,,,Female,Age 55 to 59,,,,,,,,,Washington,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,1.0,1 to 5,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"Other race only, Non-Hispanic",1.52,61.23,No,No,No,Yes,"Yes, received Tdap",No,No
-No,22.43,No,No,No,0.0,7.0,No,Male,35-39,Hispanic,No,Yes,Excellent,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,22.15,,,,,,,Male,Age 45 to 49,,,,,,,,,New York,0.0,0.0,Within past 5 years (2 years but less than 5 years ago),No,9.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Current smoker - now smokes every day,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.75,68.04,Yes,Yes,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-No,26.32,No,No,No,0.0,0.0,No,Male,30-34,White,No,Yes,Very good,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,27.89,No,No,No,0.0,2.0,No,Male,50-54,White,No,Yes,Very good,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,22.5,Yes,No,No,0.0,0.0,No,Male,45-49,Hispanic,No,No,Excellent,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,23.03,,,,,,,Female,Age 65 to 69,,,,,,,,,Minnesota,0.0,0.0,Within past 5 years (2 years but less than 5 years ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.6,58.97,Yes,No,Yes,No,"Yes, received Tdap",No,No
-No,21.3,Yes,No,No,0.0,30.0,No,Female,35-39,Asian,No,Yes,Good,4.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,27.37,Yes,No,No,0.0,0.0,No,Male,60-64,Asian,No,Yes,Good,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,25.75,,,,,,,Female,Age 80 or older,,,,,,,,,Missouri,2.0,0.0,Within past year (anytime less than 12 months ago),Yes,4.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.63,68.04,Yes,No,Yes,Yes,,No,Yes
-No,33.23,Yes,No,No,0.0,0.0,No,Male,45-49,White,No,Yes,Very good,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,38.65,,,,,,,Male,Age 30 to 34,,,,,,,,,Ohio,15.0,15.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.83,129.27,No,No,Yes,,"Yes, received Tdap",No,No
-,36.26,,,,,,,Male,Age 40 to 44,,,,,,,,,Tennessee,14.0,0.0,Within past year (anytime less than 12 months ago),No,8.0,All,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Use them every day,Yes,"White only, Non-Hispanic",1.8,117.93,Yes,Yes,No,No,"Yes, received Tdap",Yes,No
-,21.48,,,,,,,Female,Age 80 or older,,,,,,,,,Massachusetts,1.0,2.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,Yes,No,No,No,Yes,No,Yes,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.52,49.9,No,No,Yes,Yes,"Yes, received Tdap",No,No
-No,30.42,No,No,No,0.0,0.0,No,Male,55-59,White,Yes,Yes,Very good,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,37.23,,,,,,,Male,Age 70 to 74,,,,,,,,,Virginia,20.0,10.0,Within past year (anytime less than 12 months ago),No,4.0,"6 or more, but not all",No,No,No,No,No,No,Yes,Yes,Yes,Yes,No,Yes,Yes,Yes,No,No,Former smoker,Not at all (right now),Yes,"Black only, Non-Hispanic",1.88,131.54,No,No,No,Yes,"Yes, received tetanus shot but not sure what type",No,No
-,27.99,,,,,,,Female,Age 55 to 59,,,,,,,,,Kentucky,30.0,15.0,Within past year (anytime less than 12 months ago),Yes,12.0,"6 or more, but not all",No,No,No,Yes,No,Yes,Yes,No,Yes,No,No,No,Yes,Yes,No,Yes,Former smoker,Use them some days,No,"White only, Non-Hispanic",1.6,71.67,No,No,No,No,"Yes, received tetanus shot but not sure what type",No,No
-,30.41,,,,,,,Female,Age 60 to 64,,,,,,,,,Georgia,10.0,0.0,Within past year (anytime less than 12 months ago),Yes,3.0,"6 or more, but not all",No,No,No,No,No,No,No,No,Yes,Yes,No,No,No,No,No,No,Current smoker - now smokes every day,Never used e-cigarettes in my entire life,Yes,"Black only, Non-Hispanic",1.73,90.72,No,Yes,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
-No,30.26,No,No,No,0.0,0.0,No,Male,65-69,White,No,Yes,Very good,7.0,No,Yes,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,25.06,,,,,,,Male,Age 40 to 44,,,,,,,,,Nebraska,0.0,0.0,Within past 2 years (1 year but less than 2 years ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.7,72.57,Yes,No,No,No,"Yes, received tetanus shot but not sure what type",No,No
-No,24.41,No,No,No,0.0,1.0,No,Male,70-74,White,No,Yes,Very good,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,24.21,,,,,,,Female,Age 55 to 59,,,,,,,,,Virginia,0.0,10.0,5 or more years ago,Yes,7.0,All,No,No,No,No,Yes,No,Yes,No,Yes,"No, pre-diabetes or borderline diabetes",No,No,Yes,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.68,68.04,Yes,Yes,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-No,28.37,Yes,No,No,0.0,29.0,No,Male,55-59,White,No,Yes,Excellent,7.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,41.09,,,,,,,Male,Age 30 to 34,,,,,,,,,Louisiana,0.0,0.0,Within past 2 years (1 year but less than 2 years ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"Black only, Non-Hispanic",1.88,145.15,No,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-,29.53,,,,,,,Male,Age 45 to 49,,,,,,,,,Ohio,0.0,1.0,5 or more years ago,Yes,7.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Not at all (right now),,"White only, Non-Hispanic",1.75,90.72,,,,,,,
-,27.76,,,,,,,Male,Age 65 to 69,,,,,,,,,South Carolina,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,1 to 5,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.68,78.02,No,Yes,No,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
-,23.3,,,,,,,Female,Age 50 to 54,,,,,,,,,Washington,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"Multiracial, Non-Hispanic",1.65,63.5,Yes,No,Yes,No,"Yes, received tetanus shot, but not Tdap",No,No
-,25.84,,,,,,,Female,Age 75 to 79,,,,,,,,,Utah,30.0,,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,No,No,No,No,No,No,No,No,Yes,No,Yes,No,No,Yes,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.7,74.84,Yes,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
-No,37.49,No,No,No,3.0,7.0,No,Female,35-39,White,No,Yes,Excellent,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,21.52,,,,,,,Male,Age 35 to 39,,,,,,,,,New York,2.0,10.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,No,No,No,Yes,No,No,Yes,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.78,68.04,Yes,Yes,No,No,,Yes,No
-,33.3,,,,,,,Female,Age 45 to 49,,,,,,,,,Wyoming,0.0,0.0,Within past 2 years (1 year but less than 2 years ago),Yes,8.0,1 to 5,No,No,No,Yes,No,Yes,No,No,No,No,No,No,No,No,No,No,Current smoker - now smokes some days,Use them every day,No,"White only, Non-Hispanic",1.6,85.28,Yes,Yes,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-,18.32,,,,,,,Female,Age 65 to 69,,,,,,,,,Arkansas,0.0,30.0,Within past year (anytime less than 12 months ago),Yes,9.0,All,Yes,Yes,No,No,No,Yes,Yes,No,Yes,No,No,No,Yes,No,No,No,Current smoker - now smokes every day,Not at all (right now),No,"White only, Non-Hispanic",1.7,53.07,No,No,No,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
-,29.76,,,,,,,Male,Age 65 to 69,,,,,,,,,South Dakota,3.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.7,86.18,Yes,No,Yes,No,"Yes, received tetanus shot but not sure what type",No,Tested positive using home test without a health professional
-,21.93,,,,,,,Female,Age 50 to 54,,,,,,,,,South Dakota,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.7,63.5,Yes,No,No,No,"Yes, received tetanus shot but not sure what type",No,Yes
-,40.24,,,,,,,Male,Age 35 to 39,,,,,,,,,Arizona,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Not at all (right now),No,Hispanic,1.85,138.35,Yes,No,No,No,"Yes, received tetanus shot but not sure what type",No,No
-No,30.79,No,No,No,0.0,0.0,No,Female,70-74,White,No,Yes,Excellent,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,37.59,,,,,,,Female,Age 65 to 69,,,,,,,,,Mississippi,0.0,0.0,Within past year (anytime less than 12 months ago),No,7.0,None of them,No,No,No,No,No,No,No,No,Yes,Yes,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,,"Black only, Non-Hispanic",1.7,108.86,No,Yes,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
-,24.89,,,,,,,Female,Age 60 to 64,,,,,,,,,New Jersey,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.63,65.77,Yes,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
-,25.75,,,,,,,Female,Age 30 to 34,,,,,,,,,South Dakota,5.0,30.0,Within past 2 years (1 year but less than 2 years ago),Yes,6.0,None of them,No,No,No,Yes,No,No,Yes,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.63,68.04,No,Yes,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-,25.33,,,,,,,Female,Age 60 to 64,,,,,,,,,Washington,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.6,64.86,Yes,No,Yes,Yes,"Yes, received Tdap",No,No
-,34.01,,,,,,,Female,Age 45 to 49,,,,,,,,,Vermont,14.0,2.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,Yes,No,No,No,No,No,No,,Yes,No,No,Yes,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.55,81.65,Yes,No,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
-No,34.87,Yes,No,No,0.0,0.0,No,Male,50-54,Other,No,Yes,Very good,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,27.44,,,,,,,Female,Age 25 to 29,,,,,,,,,Kansas,2.0,20.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,Yes,No,No,No,Yes,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.68,77.11,Yes,No,Yes,Yes,"Yes, received Tdap",No,No
-,21.29,,,,,,,Male,Age 25 to 29,,,,,,,,,Colorado,0.0,15.0,5 or more years ago,Yes,6.0,1 to 5,No,No,No,Yes,No,Yes,No,No,No,No,No,No,Yes,No,No,No,Former smoker,Not at all (right now),No,Hispanic,1.73,63.5,No,No,No,No,"Yes, received Tdap",No,Yes
-,,,,,,,,Male,Age 60 to 64,,,,,,,,,New Jersey,0.0,0.0,Within past year (anytime less than 12 months ago),No,8.0,,No,No,No,No,No,No,No,No,No,No,,,,,,,,,,"White only, Non-Hispanic",,79.38,,,,,,,
-,28.25,,,,,,,Female,Age 35 to 39,,,,,,,,,Florida,1.0,0.0,Within past year (anytime less than 12 months ago),No,6.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Not at all (right now),No,"Black only, Non-Hispanic",1.68,79.38,No,Yes,No,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
-,21.97,,,,,,,Female,Age 60 to 64,,,,,,,,,Indiana,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Use them some days,No,"White only, Non-Hispanic",1.6,56.25,Yes,No,No,No,"Yes, received tetanus shot but not sure what type",No,Yes
-No,28.29,No,No,No,0.0,7.0,No,Female,25-29,White,No,Yes,Very good,6.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-Yes,38.74,Yes,No,No,30.0,15.0,No,Male,70-74,White,Yes,No,Fair,9.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,26.63,,,,,,,Female,Age 65 to 69,,,,,,,,,Minnesota,3.0,1.0,Within past year (anytime less than 12 months ago),Yes,9.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.68,74.84,,No,Yes,Yes,"Yes, received tetanus shot, but not Tdap",No,Tested positive using home test without a health professional
-,28.19,,,,,,,Female,Age 60 to 64,,,,,,,,,Wisconsin,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.7,81.65,Yes,No,Yes,No,"Yes, received tetanus shot, but not Tdap",No,No
-,23.75,,,,,,,Male,Age 40 to 44,,,,,,,,,Maine,0.0,30.0,5 or more years ago,Yes,9.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,,1.85,81.65,No,No,No,,"No, did not receive any tetanus shot in the past 10 years",No,No
-,32.77,,,,,,,Female,Age 80 or older,,,,,,,,,Wisconsin,3.0,2.0,Within past year (anytime less than 12 months ago),No,6.0,,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"Black only, Non-Hispanic",1.6,83.91,No,No,No,Yes,"No, did not receive any tetanus shot in the past 10 years",No,Yes
-No,26.57,No,No,No,0.0,0.0,No,Female,45-49,White,No,Yes,Very good,8.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,24.03,,,,,,,Female,Age 45 to 49,,,,,,,,,Maryland,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,Yes,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.63,63.5,Yes,Yes,Yes,Yes,"Yes, received Tdap",No,Yes
-,35.0,,,,,,,Male,Age 25 to 29,,,,,,,,,Virginia,15.0,15.0,5 or more years ago,Yes,5.0,None of them,No,No,No,Yes,No,No,Yes,No,No,No,No,No,Yes,No,No,Yes,Never smoked,Use them some days,No,"Black only, Non-Hispanic",1.91,127.01,Yes,Yes,No,No,"Yes, received Tdap",No,Yes
-No,30.85,Yes,No,No,0.0,0.0,No,Male,55-59,White,No,Yes,Excellent,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,,,,,,,,Female,Age 35 to 39,,,,,,,,,Oklahoma,,0.0,Within past year (anytime less than 12 months ago),No,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,,,,Hispanic,1.55,,,,,,,,
-Yes,30.85,No,No,No,0.0,0.0,No,Male,80 or older,White,No,Yes,Good,8.0,No,No,Yes,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,23.49,,,,,,,Male,Age 18 to 24,,,,,,,,,Colorado,2.0,20.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,Yes,No,No,No,No,No,Yes,No,No,Yes,Never smoked,Not at all (right now),No,Hispanic,1.7,68.04,Yes,No,No,Yes,"Yes, received tetanus shot, but not Tdap",Yes,Yes
-No,24.41,No,No,No,0.0,0.0,No,Female,60-64,White,No,Yes,Very good,10.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,34.46,,,,,,,Female,Age 40 to 44,,,,,,,,,Nebraska,28.0,30.0,Within past 2 years (1 year but less than 2 years ago),No,6.0,1 to 5,Yes,No,No,No,No,No,Yes,No,Yes,No,No,No,Yes,Yes,Yes,Yes,Current smoker - now smokes every day,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.7,99.79,No,Yes,No,No,"Yes, received tetanus shot but not sure what type",No,No
-No,25.7,Yes,No,No,0.0,0.0,No,Female,80 or older,White,No,Yes,Good,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,24.69,No,No,No,0.0,0.0,No,Male,18-24,Asian,No,No,Excellent,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,21.95,No,No,No,2.0,1.0,Yes,Female,50-54,White,No,Yes,Fair,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,26.26,,,,,,,Male,Age 25 to 29,,,,,,,,,Massachusetts,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.78,83.01,Yes,No,No,Yes,"Yes, received tetanus shot but not sure what type",No,No
-,25.1,,,,,,,Male,Age 55 to 59,,,,,,,,,Minnesota,0.0,0.0,5 or more years ago,Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Not at all (right now),No,"White only, Non-Hispanic",1.8,81.65,Yes,No,No,No,"Yes, received tetanus shot, but not Tdap",No,No
-,20.6,,,,,,,Female,Age 55 to 59,,,,,,,,,Montana,3.0,3.0,Within past 2 years (1 year but less than 2 years ago),Yes,7.0,None of them,No,No,No,Yes,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.63,54.43,Yes,No,Yes,No,"Yes, received tetanus shot, but not Tdap",No,Yes
-,30.23,,,,,,,Female,Age 70 to 74,,,,,,,,,North Dakota,5.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.55,72.57,Yes,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
-,33.23,,,,,,,Male,Age 18 to 24,,,,,,,,,Maryland,7.0,7.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,Hispanic,1.83,111.13,Yes,Yes,Yes,No,"Yes, received tetanus shot but not sure what type",No,No
-,31.62,,,,,,,Female,Age 40 to 44,,,,,,,,,Texas,7.0,12.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,Yes,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.65,86.18,Yes,No,No,No,"Yes, received Tdap",No,No
-,28.35,,,,,,,Female,Age 80 or older,,,,,,,,,Nebraska,5.0,0.0,Within past year (anytime less than 12 months ago),Yes,3.0,1 to 5,No,No,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.57,70.31,No,No,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
-,29.05,,,,,,,Female,Age 60 to 64,,,,,,,,,Guam,0.0,0.0,Within past year (anytime less than 12 months ago),No,7.0,None of them,No,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,Current smoker - now smokes every day,Never used e-cigarettes in my entire life,Yes,Hispanic,1.68,81.65,Yes,Yes,No,No,"No, did not receive any tetanus shot in the past 10 years",Yes,Tested positive using home test without a health professional
-No,30.18,No,No,No,0.0,0.0,No,Female,60-64,White,No,Yes,Very good,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,22.32,Yes,Yes,No,1.0,0.0,No,Female,60-64,White,No,Yes,Very good,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,27.37,,,,,,,Male,Age 75 to 79,,,,,,,,,South Dakota,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,3.0,None of them,No,Yes,No,No,Yes,No,No,,No,Yes,No,Yes,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.73,81.65,No,No,Yes,Yes,"Yes, received Tdap",No,No
-,19.53,,,,,,,Female,Age 55 to 59,,,,,,,,,Minnesota,0.0,0.0,Within past 5 years (2 years but less than 5 years ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.52,45.36,,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
-No,25.06,No,No,No,0.0,10.0,No,Female,25-29,White,No,Yes,Very good,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,28.89,,,,,,,Male,Age 75 to 79,,,,,,,,,Virginia,0.0,0.0,Within past year (anytime less than 12 months ago),No,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.73,86.18,No,Yes,No,Yes,"Yes, received tetanus shot but not sure what type",,
-,28.29,,,,,,,Female,Age 18 to 24,,,,,,,,,Puerto Rico,0.0,0.0,Within past 2 years (1 year but less than 2 years ago),No,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,Hispanic,1.65,77.11,No,Yes,No,No,"Yes, received tetanus shot but not sure what type",No,Yes
-,,,,,,,,Female,Age 35 to 39,,,,,,,,,New Jersey,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,,,,,,,,,,Hispanic,,,,,,,,,
-,28.37,,,,,,,Male,Age 75 to 79,,,,,,,,,Maryland,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,"6 or more, but not all",No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.85,97.52,Yes,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
-No,53.81,Yes,No,No,0.0,25.0,No,Male,35-39,Hispanic,No,No,Fair,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,30.62,,,,,,,Female,Age 75 to 79,,,,,,,,,New Hampshire,30.0,0.0,Within past 5 years (2 years but less than 5 years ago),No,4.0,None of them,No,No,No,Yes,No,Yes,Yes,Yes,Yes,Yes,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.65,83.46,No,No,Yes,Yes,"Yes, received Tdap",No,No
-No,26.93,Yes,Yes,No,4.0,2.0,No,Female,55-59,White,No,Yes,Good,6.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,27.12,Yes,No,No,0.0,0.0,Yes,Male,60-64,White,No,Yes,Fair,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,29.18,,,,,,,Female,Age 25 to 29,,,,,,,,,New Jersey,0.0,2.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,Yes,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"Other race only, Non-Hispanic",1.63,77.11,Yes,No,Yes,No,"Yes, received tetanus shot, but not Tdap",No,No
-,30.27,,,,,,,Male,Age 50 to 54,,,,,,,,,Puerto Rico,5.0,0.0,Within past year (anytime less than 12 months ago),No,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,Hispanic,1.75,92.99,No,No,No,No,"Yes, received Tdap",No,Yes
-,36.13,,,,,,,Female,Age 30 to 34,,,,,,,,,Ohio,14.0,5.0,Within past year (anytime less than 12 months ago),No,6.0,1 to 5,No,No,No,No,No,Yes,Yes,No,Yes,No,No,Yes,Yes,Yes,No,Yes,Current smoker - now smokes every day,Never used e-cigarettes in my entire life,Yes,"Multiracial, Non-Hispanic",1.52,83.91,No,Yes,No,No,"Yes, received tetanus shot but not sure what type",No,Yes
-,22.71,,,,,,,Female,Age 18 to 24,,,,,,,,,Utah,0.0,5.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.7,65.77,No,No,Yes,Yes,"Yes, received Tdap",No,No
-No,22.92,No,No,No,0.0,2.0,No,Female,60-64,White,No,Yes,Very good,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,27.89,,,,,,,Male,,,,,,,,,,Georgia,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,Yes,No,No,,,No,"Black only, Non-Hispanic",1.8,90.72,No,Yes,No,No,"Yes, received tetanus shot but not sure what type",No,Yes
-,29.23,,,,,,,Female,Age 70 to 74,,,,,,,,,Texas,0.0,2.0,Within past year (anytime less than 12 months ago),Yes,8.0,All,No,No,No,No,No,No,No,No,Yes,"No, pre-diabetes or borderline diabetes",No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,Hispanic,1.6,74.84,Yes,Yes,Yes,Yes,"Yes, received Tdap",No,No
-,25.61,,,,,,,Female,Age 35 to 39,,,,,,,,,South Dakota,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.57,63.5,Yes,Yes,No,,,No,No
-,26.63,,,,,,,Female,Age 45 to 49,,,,,,,,,Texas,0.0,0.0,Within past year (anytime less than 12 months ago),No,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,Yes,Yes,Yes,Never smoked,Not at all (right now),Yes,"Black only, Non-Hispanic",1.65,72.57,No,Yes,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-No,30.27,Yes,No,No,0.0,0.0,No,Male,40-44,White,No,Yes,Good,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,20.25,,,,,,,Male,Age 65 to 69,,,,,,,,,Maine,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Current smoker - now smokes every day,Not at all (right now),No,"White only, Non-Hispanic",1.91,73.48,,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-,24.75,,,,,,,Female,Age 45 to 49,,,,,,,,,Maine,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.7,71.67,Yes,,Yes,No,"Yes, received Tdap",No,No
+HeartDisease,BMI,Smoking,AlcoholDrinking,Stroke,PhysicalHealth,MentalHealth,DiffWalking,Sex,AgeCategory,Race,Diabetic,PhysicalActivity,SleepTime,Asthma,KidneyDisease,SkinCancer,State,PhysicalHealthDays,MentalHealthDays,LastCheckupTime,PhysicalActivities,SleepHours,RemovedTeeth,HadHeartAttack,HadAngina,HadStroke,HadAsthma,HadSkinCancer,HadCOPD,HadDepressiveDisorder,HadKidneyDisease,HadArthritis,HadDiabetes,DeafOrHardOfHearing,BlindOrVisionDifficulty,DifficultyConcentrating,DifficultyWalking,DifficultyDressingBathing,DifficultyErrands,SmokerStatus,ECigaretteUsage,ChestScan,RaceEthnicityCategory,HeightInMeters,WeightInKilograms,AlcoholDrinkers,HIVTesting,FluVaxLast12,PneumoVaxEver,TetanusLast10Tdap,HighRiskLastYear,CovidPos
+No,36.32,No,No,No,0.0,0.0,Yes,Female,60-64,White,Yes,Yes,8.0,No,No,Yes,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,32.45,Yes,Yes,No,0.0,2.0,No,Female,30-34,Black,No,Yes,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,29.26,,,,,,,Female,Age 75 to 79,,,,,,,,Tennessee,0.0,5.0,Within past year (anytime less than 12 months ago),Yes,9.0,1 to 5,No,No,No,No,No,Yes,No,No,Yes,Yes,No,No,No,No,No,No,Never smoked,Not at all (right now),Yes,"White only, Non-Hispanic",1.57,72.57,No,No,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
+,25.42,,,,,,,Female,Age 80 or older,,,,,,,,Maryland,30.0,0.0,Within past year (anytime less than 12 months ago),No,8.0,"6 or more, but not all",Yes,No,No,No,No,Yes,No,No,No,No,No,No,No,Yes,No,No,Former smoker,Not at all (right now),Yes,"White only, Non-Hispanic",1.57,63.05,No,No,No,Yes,"Yes, received Tdap",No,No
+,35.24,,,,,,,Female,Age 60 to 64,,,,,,,,Idaho,5.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,Yes,Yes,Yes,No,No,Yes,No,No,No,Yes,Yes,No,No,Current smoker - now smokes some days,Use them some days,No,"White only, Non-Hispanic",1.7,102.06,Yes,,No,Yes,"Yes, received tetanus shot but not sure what type",No,No
+,20.8,,,,,,,Female,Age 80 or older,,,,,,,,Georgia,30.0,30.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.65,56.7,No,,,,,,
+,30.04,,,,,,,Female,Age 60 to 64,,,,,,,,Wisconsin,3.0,30.0,Within past year (anytime less than 12 months ago),Yes,10.0,1 to 5,No,No,No,No,No,No,Yes,No,Yes,No,No,Yes,Yes,No,No,Yes,Current smoker - now smokes every day,Use them some days,Yes,"White only, Non-Hispanic",1.63,79.38,Yes,Yes,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
+,37.12,,,,,,,Female,Age 40 to 44,,,,,,,,Vermont,18.0,30.0,Within past year (anytime less than 12 months ago),Yes,4.0,All,No,No,No,Yes,No,No,Yes,No,Yes,No,Yes,No,Yes,No,No,No,Current smoker - now smokes every day,Use them some days,Yes,"White only, Non-Hispanic",1.68,104.33,Yes,Yes,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
+No,34.46,No,No,No,0.0,0.0,No,Male,65-69,White,"No, borderline diabetes",Yes,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,31.09,,,,,,,Female,Age 30 to 34,,,,,,,,Illinois,0.0,0.0,5 or more years ago,Yes,6.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,Hispanic,1.57,77.11,No,Yes,No,No,"Yes, received tetanus shot but not sure what type",No,Yes
+,25.07,,,,,,,Male,Age 80 or older,,,,,,,,Rhode Island,6.0,2.0,Within past year (anytime less than 12 months ago),Yes,6.0,"6 or more, but not all",No,No,No,No,No,No,No,No,Yes,Yes,Yes,Yes,Yes,Yes,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.85,86.18,Yes,No,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,Yes
+No,29.53,No,No,No,0.0,2.0,No,Male,55-59,White,No,Yes,7.0,No,No,Yes,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,26.45,,,,,,,Female,Age 30 to 34,,,,,,,,Texas,1.0,1.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,Hispanic,1.55,63.5,Yes,Yes,No,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
+,34.28,,,,,,,Female,Age 18 to 24,,,,,,,,New Jersey,3.0,0.0,Within past 2 years (1 year but less than 2 years ago),Yes,12.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,Hispanic,1.65,93.44,No,No,Yes,No,"Yes, received Tdap",No,No
+,22.31,,,,,,,Female,Age 35 to 39,,,,,,,,Utah,3.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,Yes,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.63,58.97,No,No,No,No,"Yes, received Tdap",No,No
+No,31.32,No,No,No,30.0,30.0,No,Female,70-74,White,No,No,8.0,No,Yes,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,20.36,No,No,No,0.0,0.0,No,Female,75-79,White,No,Yes,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,27.46,,,,,,,Female,Age 60 to 64,,,,,,,,Nebraska,30.0,0.0,Within past year (anytime less than 12 months ago),No,5.0,1 to 5,No,No,No,No,No,No,No,No,No,Yes,No,Yes,No,Yes,Yes,Yes,Current smoker - now smokes some days,Never used e-cigarettes in my entire life,Yes,Hispanic,1.63,72.57,No,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+Yes,46.64,No,No,No,30.0,10.0,Yes,Female,80 or older,White,Yes,No,10.0,No,Yes,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,34.48,,,,,,,Female,Age 80 or older,,,,,,,,Kansas,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,"6 or more, but not all",No,No,No,No,No,No,No,No,Yes,No,No,No,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.47,74.84,No,No,No,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
+,24.63,,,,,,,Male,Age 45 to 49,,,,,,,,Wisconsin,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Current smoker - now smokes some days,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.73,73.48,No,No,No,No,"Yes, received tetanus shot but not sure what type",No,No
+Yes,37.55,No,No,No,20.0,0.0,Yes,Female,65-69,White,No,No,6.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,26.63,,,,,,,Male,Age 60 to 64,,,,,,,,Minnesota,,,Within past year (anytime less than 12 months ago),Yes,,"6 or more, but not all",No,No,No,,No,Yes,No,No,Yes,No,No,No,No,Yes,Yes,Yes,Current smoker - now smokes some days,Never used e-cigarettes in my entire life,Yes,"Black only, Non-Hispanic",1.68,74.84,Yes,No,No,Yes,,No,No
+No,33.25,Yes,No,No,2.0,10.0,No,Male,65-69,White,Yes,No,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,25.11,,,,,,,Male,Age 55 to 59,,,,,,,,Nevada,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.78,79.38,Yes,Yes,No,No,"Yes, received tetanus shot but not sure what type",No,No
+,30.83,,,,,,,Female,Age 65 to 69,,,,,,,,Maryland,0.0,0.0,Within past 2 years (1 year but less than 2 years ago),Yes,8.0,None of them,No,No,No,Yes,No,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"Black only, Non-Hispanic",1.68,86.64,Yes,Yes,Yes,No,"Yes, received tetanus shot but not sure what type",No,No
+,27.37,,,,,,,Male,Age 80 or older,,,,,,,,North Dakota,30.0,0.0,Within past year (anytime less than 12 months ago),No,7.0,None of them,No,No,No,No,Yes,No,No,No,No,No,No,Yes,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.73,81.65,No,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
+,30.52,,,,,,,Male,Age 65 to 69,,,,,,,,Oregon,5.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,1 to 5,No,No,Yes,No,No,No,No,No,No,Yes,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.83,102.06,No,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,Tested positive using home test without a health professional
+,27.06,,,,,,,Female,Age 18 to 24,,,,,,,,Louisiana,0.0,1.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Use them every day,No,"White only, Non-Hispanic",1.5,60.78,No,No,No,Yes,"Yes, received tetanus shot, but not Tdap",,
+,27.71,,,,,,,Male,Age 30 to 34,,,,,,,,Connecticut,0.0,4.0,Within past year (anytime less than 12 months ago),Yes,6.0,1 to 5,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,Current smoker - now smokes every day,Not at all (right now),Yes,"White only, Non-Hispanic",1.85,95.25,Yes,No,No,No,"Yes, received tetanus shot but not sure what type",No,No
+No,32.61,No,No,No,0.0,3.0,Yes,Female,70-74,White,Yes,No,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,23.71,No,No,No,30.0,2.0,No,Male,25-29,White,No,Yes,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,22.6,,,,,,,Female,Age 50 to 54,,,,,,,,Wisconsin,7.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,1 to 5,No,No,No,No,No,No,Yes,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.68,63.5,Yes,Yes,Yes,Yes,"Yes, received Tdap",No,Tested positive using home test without a health professional
+No,28.06,No,No,No,0.0,0.0,No,Female,50-54,White,No,Yes,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+Yes,41.57,Yes,No,No,0.0,0.0,No,Female,75-79,White,No,Yes,4.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,,,,,,,,Female,Age 40 to 44,,,,,,,,Oklahoma,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",,,Yes,No,Yes,,,No,Yes
+Yes,18.87,Yes,No,No,0.0,25.0,No,Male,25-29,White,No,Yes,6.0,No,Yes,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,32.69,No,No,No,0.0,0.0,No,Male,50-54,White,No,Yes,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,32.86,No,No,No,0.0,0.0,No,Female,75-79,White,No,No,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,44.29,,,,,,,Female,Age 75 to 79,,,,,,,,Arizona,0.0,0.0,Within past year (anytime less than 12 months ago),No,9.0,1 to 5,No,Yes,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.6,113.4,Yes,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
+No,24.37,No,No,No,0.0,0.0,No,Female,65-69,White,No,Yes,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,24.8,,,,,,,Female,Age 55 to 59,,,,,,,,Oklahoma,2.0,3.0,Within past year (anytime less than 12 months ago),No,6.0,"6 or more, but not all",No,No,No,Yes,No,Yes,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"Black only, Non-Hispanic",1.6,63.5,No,Yes,No,Yes,"No, did not receive any tetanus shot in the past 10 years",No,Yes
+No,32.23,Yes,Yes,No,0.0,30.0,No,Female,45-49,White,No,Yes,8.0,No,No,Yes,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,29.23,Yes,No,No,0.0,3.0,No,Female,60-64,Black,"No, borderline diabetes",No,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,26.63,,,,,,,Female,Age 25 to 29,,,,,,,,Mississippi,0.0,4.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.68,74.84,Yes,Yes,No,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
+,38.67,,,,,,,Female,Age 65 to 69,,,,,,,,Michigan,20.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,Yes,No,No,No,No,Yes,No,No,Yes,No,No,No,No,Yes,Yes,No,Former smoker,Not at all (right now),Yes,"White only, Non-Hispanic",1.52,89.81,No,No,Yes,Yes,"Yes, received Tdap",No,No
+,,,,,,,,Female,Age 18 to 24,,,,,,,,Georgia,20.0,30.0,Within past 2 years (1 year but less than 2 years ago),No,5.0,None of them,No,No,No,Yes,,No,Yes,No,No,No,,No,Yes,,No,Yes,Never smoked,Use them every day,No,"White only, Non-Hispanic",,61.23,Yes,Yes,No,Yes,"Yes, received tetanus shot, but not Tdap",No,Yes
+,17.34,,,,,,,Female,Age 80 or older,,,,,,,,Missouri,30.0,0.0,Within past year (anytime less than 12 months ago),No,4.0,All,Yes,,No,No,No,,No,,Yes,No,Yes,Yes,No,Yes,No,Yes,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.63,45.81,No,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
+,23.01,,,,,,,Male,Age 65 to 69,,,,,,,,Massachusetts,0.0,,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,No,No,No,No,No,,No,No,No,No,,No,,No,No,No,Former smoker,Not at all (right now),No,"White only, Non-Hispanic",1.8,74.84,No,,Yes,Yes,,No,No
+,27.06,,,,,,,Male,Age 70 to 74,,,,,,,,Vermont,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.73,80.74,Yes,No,Yes,No,"Yes, received tetanus shot but not sure what type",No,No
+No,23.91,No,No,No,0.0,4.0,No,Female,25-29,White,No,Yes,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,14.88,,,,,,,Female,Age 70 to 74,,,,,,,,Tennessee,30.0,25.0,Within past year (anytime less than 12 months ago),No,1.0,"6 or more, but not all",No,No,No,No,No,Yes,Yes,Yes,Yes,Yes,No,No,Yes,Yes,Yes,Yes,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.7,43.09,No,No,No,Yes,"Yes, received Tdap",No,Yes
+,24.45,,,,,,,Female,Age 30 to 34,,,,,,,,Texas,3.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,Hispanic,1.6,62.6,Yes,Yes,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
+No,44.94,Yes,No,No,0.0,4.0,No,Male,18-24,White,No,Yes,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,,,,,,,,Male,Age 40 to 44,,,,,,,,New Hampshire,0.0,10.0,Within past 5 years (2 years but less than 5 years ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,No,No,,,,,,,,,,"White only, Non-Hispanic",,,,,,,,,
+,27.4,,,,,,,Male,Age 45 to 49,,,,,,,,Wyoming,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Current smoker - now smokes some days,Use them some days,No,"White only, Non-Hispanic",1.83,91.63,Yes,Yes,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
+,30.67,,,,,,,Male,Age 40 to 44,,,,,,,,Utah,20.0,30.0,Within past 2 years (1 year but less than 2 years ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,Hispanic,1.68,86.18,Yes,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
+,27.46,,,,,,,Female,Age 70 to 74,,,,,,,,Montana,20.0,0.0,Within past year (anytime less than 12 months ago),Yes,5.0,All,No,Yes,No,No,Yes,No,Yes,Yes,Yes,Yes,No,No,No,Yes,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.6,70.31,No,No,No,Yes,"No, did not receive any tetanus shot in the past 10 years",No,Tested positive using home test without a health professional
+No,36.56,Yes,No,No,2.0,0.0,No,Female,40-44,Hispanic,No,Yes,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,19.11,,,,,,,Female,Age 40 to 44,,,,,,,,New York,30.0,,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,"Yes, but only during pregnancy (female)",No,No,No,No,No,No,Never smoked,Not at all (right now),Yes,"White only, Non-Hispanic",1.7,55.34,No,Yes,Yes,,"Yes, received Tdap",No,Yes
+,36.94,,,,,,,Male,Age 50 to 54,,,,,,,,Kentucky,0.0,0.0,Within past 2 years (1 year but less than 2 years ago),Yes,5.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Not at all (right now),No,"White only, Non-Hispanic",1.85,127.01,Yes,No,No,No,"Yes, received tetanus shot but not sure what type",No,No
+No,23.02,No,No,No,0.0,5.0,No,Male,60-64,Asian,Yes,Yes,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,20.38,Yes,No,No,0.0,2.0,No,Male,70-74,White,No,Yes,5.0,No,No,Yes,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,29.05,,,,,,,Female,Age 45 to 49,,,,,,,,Washington,5.0,5.0,Within past 2 years (1 year but less than 2 years ago),Yes,6.0,1 to 5,No,No,No,No,No,No,Yes,No,Yes,No,No,No,No,No,No,No,Current smoker - now smokes every day,Not at all (right now),No,"Multiracial, Non-Hispanic",1.68,81.65,Yes,No,No,No,,No,No
+,23.3,,,,,,,Female,Age 45 to 49,,,,,,,,New York,1.0,5.0,Within past 2 years (1 year but less than 2 years ago),Yes,8.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.65,63.5,Yes,Yes,No,No,"Yes, received tetanus shot but not sure what type",No,No
+,24.89,,,,,,,Female,Age 60 to 64,,,,,,,,Missouri,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,11.0,1 to 5,No,No,No,No,No,No,No,No,No,"No, pre-diabetes or borderline diabetes",No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"Black only, Non-Hispanic",1.63,65.77,No,No,Yes,No,"Yes, received Tdap",No,No
+No,25.69,Yes,No,No,0.0,0.0,No,Female,60-64,White,No,Yes,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,28.06,,,,,,,Male,Age 30 to 34,,,,,,,,Indiana,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"Black only, Non-Hispanic",1.75,86.18,No,Yes,No,No,"Yes, received tetanus shot but not sure what type",No,No
+,23.75,,,,,,,Male,Age 50 to 54,,,,,,,,Puerto Rico,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,Hispanic,1.85,81.65,No,Yes,No,No,,No,Yes
+,,,,,,,,Female,Age 60 to 64,,,,,,,,Utah,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,,,,"White only, Non-Hispanic",1.65,,,,,,,,
+,23.03,,,,,,,Female,Age 70 to 74,,,,,,,,Michigan,30.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,No,No,No,Yes,No,No,No,No,No,No,No,No,No,Yes,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.6,58.97,Yes,No,Yes,Yes,"Yes, received Tdap",No,No
+,25.34,,,,,,,Male,Age 80 or older,,,,,,,,Indiana,3.0,0.0,Within past year (anytime less than 12 months ago),No,5.0,"6 or more, but not all",No,No,No,No,No,Yes,No,No,Yes,No,Yes,No,No,Yes,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.68,71.21,Yes,No,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
+,38.96,,,,,,,Female,Age 30 to 34,,,,,,,,South Carolina,2.0,3.0,5 or more years ago,Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Use them some days,No,"White only, Non-Hispanic",1.63,102.97,No,No,No,,"No, did not receive any tetanus shot in the past 10 years",No,No
+,23.06,,,,,,,Male,Age 25 to 29,,,,,,,,Alaska,0.0,0.0,Within past year (anytime less than 12 months ago),No,12.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"Black only, Non-Hispanic",1.83,77.11,No,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+,23.11,,,,,,,Male,Age 70 to 74,,,,,,,,Montana,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.88,81.65,Yes,Yes,Yes,No,"Yes, received tetanus shot but not sure what type",No,No
+,37.11,,,,,,,Female,Age 60 to 64,,,,,,,,Michigan,1.0,0.0,Within past year (anytime less than 12 months ago),No,6.0,None of them,No,No,No,Yes,No,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.52,86.18,Yes,No,No,Yes,"Yes, received Tdap",No,No
+,25.68,,,,,,,Male,Age 60 to 64,,,,,,,,Washington,10.0,1.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Former smoker,Not at all (right now),Yes,"White only, Non-Hispanic",1.88,90.72,Yes,No,Yes,No,"Yes, received tetanus shot but not sure what type",No,Tested positive using home test without a health professional
+,32.92,,,,,,,Female,Age 50 to 54,,,,,,,,Washington,2.0,15.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"Other race only, Non-Hispanic",1.57,81.65,Yes,,Yes,,"Yes, received Tdap",No,No
+No,30.34,No,No,No,0.0,0.0,No,Male,55-59,White,No,Yes,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,19.2,,,,,,,Female,Age 18 to 24,,,,,,,,Texas,0.0,0.0,Within past 2 years (1 year but less than 2 years ago),Yes,8.0,None of them,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,Former smoker,Not at all (right now),No,Hispanic,1.57,47.63,Yes,Yes,No,,"Yes, received tetanus shot but not sure what type",Yes,No
+No,23.3,Yes,No,No,0.0,2.0,No,Female,40-44,White,No,Yes,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,37.59,Yes,No,No,0.0,15.0,Yes,Female,35-39,White,No,No,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,23.03,,,,,,,Female,Age 50 to 54,,,,,,,,Massachusetts,30.0,5.0,Within past year (anytime less than 12 months ago),No,10.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.6,58.97,No,No,No,No,"Yes, received tetanus shot but not sure what type",No,No
+,,,,,,,,Male,Age 30 to 34,,,,,,,,Indiana,30.0,0.0,Within past year (anytime less than 12 months ago),No,12.0,None of them,No,No,No,No,No,No,No,No,No,No,,,,,,,,,,"White only, Non-Hispanic",,,,,,,,,
+,21.46,,,,,,,Female,Age 70 to 74,,,,,,,,Florida,8.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,"6 or more, but not all",Yes,Yes,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.63,56.7,No,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
+,51.49,,,,,,,Female,Age 55 to 59,,,,,,,,Pennsylvania,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,Yes,No,No,No,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.63,136.08,Yes,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+No,28.45,Yes,No,No,0.0,0.0,No,Male,80 or older,White,No,No,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,38.02,,,,,,,Male,Age 35 to 39,,,,,,,,Rhode Island,1.0,30.0,Within past 2 years (1 year but less than 2 years ago),Yes,8.0,1 to 5,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,Former smoker,Not at all (right now),No,"White only, Non-Hispanic",1.78,120.2,Yes,Yes,No,Yes,"Yes, received tetanus shot, but not Tdap",No,No
+,27.46,,,,,,,Female,Age 60 to 64,,,,,,,,Louisiana,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,9.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.6,70.31,No,Yes,No,No,"Yes, received Tdap",No,No
+,22.05,,,,,,,Male,Age 18 to 24,,,,,,,,Wyoming,0.0,,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,,No,No,No,No,No,Yes,No,No,Yes,Former smoker,Use them every day,No,Hispanic,1.73,65.77,No,No,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
+,41.01,,,,,,,Female,Age 25 to 29,,,,,,,,Florida,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,Hispanic,1.52,95.25,No,Yes,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
+,25.61,,,,,,,Female,Age 75 to 79,,,,,,,,Arizona,0.0,0.0,5 or more years ago,Yes,9.0,"6 or more, but not all",No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.57,63.5,Yes,Yes,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+,36.61,,,,,,,Female,Age 55 to 59,,,,,,,,West Virginia,30.0,0.0,Within past 5 years (2 years but less than 5 years ago),Yes,11.0,"6 or more, but not all",No,No,No,No,No,No,Yes,No,Yes,Yes,No,Yes,No,Yes,No,Yes,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.65,99.79,No,No,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
+,26.54,,,,,,,Male,Age 70 to 74,,,,,,,,Arizona,30.0,0.0,Within past year (anytime less than 12 months ago),Yes,10.0,"6 or more, but not all",No,No,Yes,No,No,No,No,Yes,Yes,No,No,No,No,Yes,Yes,Yes,Former smoker,Never used e-cigarettes in my entire life,Yes,"Other race only, Non-Hispanic",1.78,83.91,No,Yes,No,No,"Yes, received Tdap",No,No
+,27.34,,,,,,,Female,Age 75 to 79,,,,,,,,Washington,30.0,25.0,,No,7.0,None of them,No,No,No,No,No,No,No,No,Yes,No,No,No,No,Yes,Yes,Yes,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.52,63.5,Yes,No,Yes,Yes,"Yes, received Tdap",No,No
+No,32.08,No,No,No,0.0,0.0,No,Male,65-69,White,No,Yes,7.0,Yes,No,Yes,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,21.97,,,,,,,Male,Age 75 to 79,,,,,,,,Wyoming,4.0,0.0,Within past year (anytime less than 12 months ago),Yes,3.0,None of them,Yes,No,No,No,No,No,No,No,No,No,Yes,Yes,No,Yes,No,No,Current smoker - now smokes every day,,Yes,,1.83,73.48,No,Yes,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
+,20.63,,,,,,,Female,Age 70 to 74,,,,,,,,Puerto Rico,0.0,0.0,Within past year (anytime less than 12 months ago),No,7.0,"6 or more, but not all",No,No,No,No,No,No,No,No,No,No,No,No,Yes,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,Hispanic,1.65,56.25,No,Yes,No,No,"Yes, received Tdap",No,No
+,37.76,,,,,,,Female,Age 45 to 49,,,,,,,,Maryland,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,1 to 5,No,No,No,No,No,No,No,Yes,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"Black only, Non-Hispanic",1.63,99.79,Yes,Yes,Yes,No,"Yes, received tetanus shot but not sure what type",No,Yes
+No,28.7,No,No,No,0.0,10.0,No,Male,18-24,Hispanic,No,Yes,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,28.89,,,,,,,Male,Age 65 to 69,,,,,,,,Ohio,5.0,,Within past 2 years (1 year but less than 2 years ago),No,8.0,1 to 5,No,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,Current smoker - now smokes every day,Not at all (right now),Yes,"Black only, Non-Hispanic",1.73,86.18,Yes,Yes,No,Yes,"Yes, received Tdap",No,No
+No,23.06,Yes,No,No,0.0,0.0,No,Male,55-59,White,No,Yes,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,26.37,,,,,,,Female,Age 55 to 59,,,,,,,,Washington,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,1.0,1 to 5,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"Other race only, Non-Hispanic",1.52,61.23,No,No,No,Yes,"Yes, received Tdap",No,No
+No,22.43,No,No,No,0.0,7.0,No,Male,35-39,Hispanic,No,Yes,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,22.15,,,,,,,Male,Age 45 to 49,,,,,,,,New York,0.0,0.0,Within past 5 years (2 years but less than 5 years ago),No,9.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Current smoker - now smokes every day,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.75,68.04,Yes,Yes,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+No,26.32,No,No,No,0.0,0.0,No,Male,30-34,White,No,Yes,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,27.89,No,No,No,0.0,2.0,No,Male,50-54,White,No,Yes,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,22.5,Yes,No,No,0.0,0.0,No,Male,45-49,Hispanic,No,No,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,23.03,,,,,,,Female,Age 65 to 69,,,,,,,,Minnesota,0.0,0.0,Within past 5 years (2 years but less than 5 years ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.6,58.97,Yes,No,Yes,No,"Yes, received Tdap",No,No
+No,21.3,Yes,No,No,0.0,30.0,No,Female,35-39,Asian,No,Yes,4.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,27.37,Yes,No,No,0.0,0.0,No,Male,60-64,Asian,No,Yes,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,25.75,,,,,,,Female,Age 80 or older,,,,,,,,Missouri,2.0,0.0,Within past year (anytime less than 12 months ago),Yes,4.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.63,68.04,Yes,No,Yes,Yes,,No,Yes
+No,33.23,Yes,No,No,0.0,0.0,No,Male,45-49,White,No,Yes,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,38.65,,,,,,,Male,Age 30 to 34,,,,,,,,Ohio,15.0,15.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.83,129.27,No,No,Yes,,"Yes, received Tdap",No,No
+,36.26,,,,,,,Male,Age 40 to 44,,,,,,,,Tennessee,14.0,0.0,Within past year (anytime less than 12 months ago),No,8.0,All,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Use them every day,Yes,"White only, Non-Hispanic",1.8,117.93,Yes,Yes,No,No,"Yes, received Tdap",Yes,No
+,21.48,,,,,,,Female,Age 80 or older,,,,,,,,Massachusetts,1.0,2.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,Yes,No,No,No,Yes,No,Yes,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.52,49.9,No,No,Yes,Yes,"Yes, received Tdap",No,No
+No,30.42,No,No,No,0.0,0.0,No,Male,55-59,White,Yes,Yes,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,37.23,,,,,,,Male,Age 70 to 74,,,,,,,,Virginia,20.0,10.0,Within past year (anytime less than 12 months ago),No,4.0,"6 or more, but not all",No,No,No,No,No,No,Yes,Yes,Yes,Yes,No,Yes,Yes,Yes,No,No,Former smoker,Not at all (right now),Yes,"Black only, Non-Hispanic",1.88,131.54,No,No,No,Yes,"Yes, received tetanus shot but not sure what type",No,No
+,27.99,,,,,,,Female,Age 55 to 59,,,,,,,,Kentucky,30.0,15.0,Within past year (anytime less than 12 months ago),Yes,12.0,"6 or more, but not all",No,No,No,Yes,No,Yes,Yes,No,Yes,No,No,No,Yes,Yes,No,Yes,Former smoker,Use them some days,No,"White only, Non-Hispanic",1.6,71.67,No,No,No,No,"Yes, received tetanus shot but not sure what type",No,No
+,30.41,,,,,,,Female,Age 60 to 64,,,,,,,,Georgia,10.0,0.0,Within past year (anytime less than 12 months ago),Yes,3.0,"6 or more, but not all",No,No,No,No,No,No,No,No,Yes,Yes,No,No,No,No,No,No,Current smoker - now smokes every day,Never used e-cigarettes in my entire life,Yes,"Black only, Non-Hispanic",1.73,90.72,No,Yes,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
+No,30.26,No,No,No,0.0,0.0,No,Male,65-69,White,No,Yes,7.0,No,Yes,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,25.06,,,,,,,Male,Age 40 to 44,,,,,,,,Nebraska,0.0,0.0,Within past 2 years (1 year but less than 2 years ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.7,72.57,Yes,No,No,No,"Yes, received tetanus shot but not sure what type",No,No
+No,24.41,No,No,No,0.0,1.0,No,Male,70-74,White,No,Yes,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,24.21,,,,,,,Female,Age 55 to 59,,,,,,,,Virginia,0.0,10.0,5 or more years ago,Yes,7.0,All,No,No,No,No,Yes,No,Yes,No,Yes,"No, pre-diabetes or borderline diabetes",No,No,Yes,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.68,68.04,Yes,Yes,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+No,28.37,Yes,No,No,0.0,29.0,No,Male,55-59,White,No,Yes,7.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,41.09,,,,,,,Male,Age 30 to 34,,,,,,,,Louisiana,0.0,0.0,Within past 2 years (1 year but less than 2 years ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"Black only, Non-Hispanic",1.88,145.15,No,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+,29.53,,,,,,,Male,Age 45 to 49,,,,,,,,Ohio,0.0,1.0,5 or more years ago,Yes,7.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Not at all (right now),,"White only, Non-Hispanic",1.75,90.72,,,,,,,
+,27.76,,,,,,,Male,Age 65 to 69,,,,,,,,South Carolina,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,1 to 5,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.68,78.02,No,Yes,No,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
+,23.3,,,,,,,Female,Age 50 to 54,,,,,,,,Washington,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"Multiracial, Non-Hispanic",1.65,63.5,Yes,No,Yes,No,"Yes, received tetanus shot, but not Tdap",No,No
+,25.84,,,,,,,Female,Age 75 to 79,,,,,,,,Utah,30.0,,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,No,No,No,No,No,No,No,No,Yes,No,Yes,No,No,Yes,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.7,74.84,Yes,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
+No,37.49,No,No,No,3.0,7.0,No,Female,35-39,White,No,Yes,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,21.52,,,,,,,Male,Age 35 to 39,,,,,,,,New York,2.0,10.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,No,No,No,Yes,No,No,Yes,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.78,68.04,Yes,Yes,No,No,,Yes,No
+,33.3,,,,,,,Female,Age 45 to 49,,,,,,,,Wyoming,0.0,0.0,Within past 2 years (1 year but less than 2 years ago),Yes,8.0,1 to 5,No,No,No,Yes,No,Yes,No,No,No,No,No,No,No,No,No,No,Current smoker - now smokes some days,Use them every day,No,"White only, Non-Hispanic",1.6,85.28,Yes,Yes,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+,18.32,,,,,,,Female,Age 65 to 69,,,,,,,,Arkansas,0.0,30.0,Within past year (anytime less than 12 months ago),Yes,9.0,All,Yes,Yes,No,No,No,Yes,Yes,No,Yes,No,No,No,Yes,No,No,No,Current smoker - now smokes every day,Not at all (right now),No,"White only, Non-Hispanic",1.7,53.07,No,No,No,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
+,29.76,,,,,,,Male,Age 65 to 69,,,,,,,,South Dakota,3.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.7,86.18,Yes,No,Yes,No,"Yes, received tetanus shot but not sure what type",No,Tested positive using home test without a health professional
+,21.93,,,,,,,Female,Age 50 to 54,,,,,,,,South Dakota,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.7,63.5,Yes,No,No,No,"Yes, received tetanus shot but not sure what type",No,Yes
+,40.24,,,,,,,Male,Age 35 to 39,,,,,,,,Arizona,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Not at all (right now),No,Hispanic,1.85,138.35,Yes,No,No,No,"Yes, received tetanus shot but not sure what type",No,No
+No,30.79,No,No,No,0.0,0.0,No,Female,70-74,White,No,Yes,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,37.59,,,,,,,Female,Age 65 to 69,,,,,,,,Mississippi,0.0,0.0,Within past year (anytime less than 12 months ago),No,7.0,None of them,No,No,No,No,No,No,No,No,Yes,Yes,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,,"Black only, Non-Hispanic",1.7,108.86,No,Yes,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
+,24.89,,,,,,,Female,Age 60 to 64,,,,,,,,New Jersey,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.63,65.77,Yes,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
+,25.75,,,,,,,Female,Age 30 to 34,,,,,,,,South Dakota,5.0,30.0,Within past 2 years (1 year but less than 2 years ago),Yes,6.0,None of them,No,No,No,Yes,No,No,Yes,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.63,68.04,No,Yes,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+,25.33,,,,,,,Female,Age 60 to 64,,,,,,,,Washington,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.6,64.86,Yes,No,Yes,Yes,"Yes, received Tdap",No,No
+,34.01,,,,,,,Female,Age 45 to 49,,,,,,,,Vermont,14.0,2.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,Yes,No,No,No,No,No,No,,Yes,No,No,Yes,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.55,81.65,Yes,No,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
+No,34.87,Yes,No,No,0.0,0.0,No,Male,50-54,Other,No,Yes,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,27.44,,,,,,,Female,Age 25 to 29,,,,,,,,Kansas,2.0,20.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,Yes,No,No,No,Yes,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.68,77.11,Yes,No,Yes,Yes,"Yes, received Tdap",No,No
+,21.29,,,,,,,Male,Age 25 to 29,,,,,,,,Colorado,0.0,15.0,5 or more years ago,Yes,6.0,1 to 5,No,No,No,Yes,No,Yes,No,No,No,No,No,No,Yes,No,No,No,Former smoker,Not at all (right now),No,Hispanic,1.73,63.5,No,No,No,No,"Yes, received Tdap",No,Yes
+,,,,,,,,Male,Age 60 to 64,,,,,,,,New Jersey,0.0,0.0,Within past year (anytime less than 12 months ago),No,8.0,,No,No,No,No,No,No,No,No,No,No,,,,,,,,,,"White only, Non-Hispanic",,79.38,,,,,,,
+,28.25,,,,,,,Female,Age 35 to 39,,,,,,,,Florida,1.0,0.0,Within past year (anytime less than 12 months ago),No,6.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Not at all (right now),No,"Black only, Non-Hispanic",1.68,79.38,No,Yes,No,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
+,21.97,,,,,,,Female,Age 60 to 64,,,,,,,,Indiana,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Use them some days,No,"White only, Non-Hispanic",1.6,56.25,Yes,No,No,No,"Yes, received tetanus shot but not sure what type",No,Yes
+No,28.29,No,No,No,0.0,7.0,No,Female,25-29,White,No,Yes,6.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+Yes,38.74,Yes,No,No,30.0,15.0,No,Male,70-74,White,Yes,No,9.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,26.63,,,,,,,Female,Age 65 to 69,,,,,,,,Minnesota,3.0,1.0,Within past year (anytime less than 12 months ago),Yes,9.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.68,74.84,,No,Yes,Yes,"Yes, received tetanus shot, but not Tdap",No,Tested positive using home test without a health professional
+,28.19,,,,,,,Female,Age 60 to 64,,,,,,,,Wisconsin,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.7,81.65,Yes,No,Yes,No,"Yes, received tetanus shot, but not Tdap",No,No
+,23.75,,,,,,,Male,Age 40 to 44,,,,,,,,Maine,0.0,30.0,5 or more years ago,Yes,9.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,,1.85,81.65,No,No,No,,"No, did not receive any tetanus shot in the past 10 years",No,No
+,32.77,,,,,,,Female,Age 80 or older,,,,,,,,Wisconsin,3.0,2.0,Within past year (anytime less than 12 months ago),No,6.0,,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"Black only, Non-Hispanic",1.6,83.91,No,No,No,Yes,"No, did not receive any tetanus shot in the past 10 years",No,Yes
+No,26.57,No,No,No,0.0,0.0,No,Female,45-49,White,No,Yes,8.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,24.03,,,,,,,Female,Age 45 to 49,,,,,,,,Maryland,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,Yes,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.63,63.5,Yes,Yes,Yes,Yes,"Yes, received Tdap",No,Yes
+,35.0,,,,,,,Male,Age 25 to 29,,,,,,,,Virginia,15.0,15.0,5 or more years ago,Yes,5.0,None of them,No,No,No,Yes,No,No,Yes,No,No,No,No,No,Yes,No,No,Yes,Never smoked,Use them some days,No,"Black only, Non-Hispanic",1.91,127.01,Yes,Yes,No,No,"Yes, received Tdap",No,Yes
+No,30.85,Yes,No,No,0.0,0.0,No,Male,55-59,White,No,Yes,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,,,,,,,,Female,Age 35 to 39,,,,,,,,Oklahoma,,0.0,Within past year (anytime less than 12 months ago),No,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,,,,Hispanic,1.55,,,,,,,,
+Yes,30.85,No,No,No,0.0,0.0,No,Male,80 or older,White,No,Yes,8.0,No,No,Yes,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,23.49,,,,,,,Male,Age 18 to 24,,,,,,,,Colorado,2.0,20.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,Yes,No,No,No,No,No,Yes,No,No,Yes,Never smoked,Not at all (right now),No,Hispanic,1.7,68.04,Yes,No,No,Yes,"Yes, received tetanus shot, but not Tdap",Yes,Yes
+No,24.41,No,No,No,0.0,0.0,No,Female,60-64,White,No,Yes,10.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,34.46,,,,,,,Female,Age 40 to 44,,,,,,,,Nebraska,28.0,30.0,Within past 2 years (1 year but less than 2 years ago),No,6.0,1 to 5,Yes,No,No,No,No,No,Yes,No,Yes,No,No,No,Yes,Yes,Yes,Yes,Current smoker - now smokes every day,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.7,99.79,No,Yes,No,No,"Yes, received tetanus shot but not sure what type",No,No
+No,25.7,Yes,No,No,0.0,0.0,No,Female,80 or older,White,No,Yes,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,24.69,No,No,No,0.0,0.0,No,Male,18-24,Asian,No,No,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,21.95,No,No,No,2.0,1.0,Yes,Female,50-54,White,No,Yes,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,26.26,,,,,,,Male,Age 25 to 29,,,,,,,,Massachusetts,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.78,83.01,Yes,No,No,Yes,"Yes, received tetanus shot but not sure what type",No,No
+,25.1,,,,,,,Male,Age 55 to 59,,,,,,,,Minnesota,0.0,0.0,5 or more years ago,Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Not at all (right now),No,"White only, Non-Hispanic",1.8,81.65,Yes,No,No,No,"Yes, received tetanus shot, but not Tdap",No,No
+,20.6,,,,,,,Female,Age 55 to 59,,,,,,,,Montana,3.0,3.0,Within past 2 years (1 year but less than 2 years ago),Yes,7.0,None of them,No,No,No,Yes,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.63,54.43,Yes,No,Yes,No,"Yes, received tetanus shot, but not Tdap",No,Yes
+,30.23,,,,,,,Female,Age 70 to 74,,,,,,,,North Dakota,5.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.55,72.57,Yes,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
+,33.23,,,,,,,Male,Age 18 to 24,,,,,,,,Maryland,7.0,7.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,Hispanic,1.83,111.13,Yes,Yes,Yes,No,"Yes, received tetanus shot but not sure what type",No,No
+,31.62,,,,,,,Female,Age 40 to 44,,,,,,,,Texas,7.0,12.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,Yes,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.65,86.18,Yes,No,No,No,"Yes, received Tdap",No,No
+,28.35,,,,,,,Female,Age 80 or older,,,,,,,,Nebraska,5.0,0.0,Within past year (anytime less than 12 months ago),Yes,3.0,1 to 5,No,No,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.57,70.31,No,No,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
+,29.05,,,,,,,Female,Age 60 to 64,,,,,,,,Guam,0.0,0.0,Within past year (anytime less than 12 months ago),No,7.0,None of them,No,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,Current smoker - now smokes every day,Never used e-cigarettes in my entire life,Yes,Hispanic,1.68,81.65,Yes,Yes,No,No,"No, did not receive any tetanus shot in the past 10 years",Yes,Tested positive using home test without a health professional
+No,30.18,No,No,No,0.0,0.0,No,Female,60-64,White,No,Yes,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,22.32,Yes,Yes,No,1.0,0.0,No,Female,60-64,White,No,Yes,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,27.37,,,,,,,Male,Age 75 to 79,,,,,,,,South Dakota,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,3.0,None of them,No,Yes,No,No,Yes,No,No,,No,Yes,No,Yes,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.73,81.65,No,No,Yes,Yes,"Yes, received Tdap",No,No
+,19.53,,,,,,,Female,Age 55 to 59,,,,,,,,Minnesota,0.0,0.0,Within past 5 years (2 years but less than 5 years ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.52,45.36,,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
+No,25.06,No,No,No,0.0,10.0,No,Female,25-29,White,No,Yes,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,28.89,,,,,,,Male,Age 75 to 79,,,,,,,,Virginia,0.0,0.0,Within past year (anytime less than 12 months ago),No,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.73,86.18,No,Yes,No,Yes,"Yes, received tetanus shot but not sure what type",,
+,28.29,,,,,,,Female,Age 18 to 24,,,,,,,,Puerto Rico,0.0,0.0,Within past 2 years (1 year but less than 2 years ago),No,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,Hispanic,1.65,77.11,No,Yes,No,No,"Yes, received tetanus shot but not sure what type",No,Yes
+,,,,,,,,Female,Age 35 to 39,,,,,,,,New Jersey,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,,,,,,,,,,Hispanic,,,,,,,,,
+,28.37,,,,,,,Male,Age 75 to 79,,,,,,,,Maryland,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,"6 or more, but not all",No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.85,97.52,Yes,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
+No,53.81,Yes,No,No,0.0,25.0,No,Male,35-39,Hispanic,No,No,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,30.62,,,,,,,Female,Age 75 to 79,,,,,,,,New Hampshire,30.0,0.0,Within past 5 years (2 years but less than 5 years ago),No,4.0,None of them,No,No,No,Yes,No,Yes,Yes,Yes,Yes,Yes,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.65,83.46,No,No,Yes,Yes,"Yes, received Tdap",No,No
+No,26.93,Yes,Yes,No,4.0,2.0,No,Female,55-59,White,No,Yes,6.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,27.12,Yes,No,No,0.0,0.0,Yes,Male,60-64,White,No,Yes,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,29.18,,,,,,,Female,Age 25 to 29,,,,,,,,New Jersey,0.0,2.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,Yes,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"Other race only, Non-Hispanic",1.63,77.11,Yes,No,Yes,No,"Yes, received tetanus shot, but not Tdap",No,No
+,30.27,,,,,,,Male,Age 50 to 54,,,,,,,,Puerto Rico,5.0,0.0,Within past year (anytime less than 12 months ago),No,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,Hispanic,1.75,92.99,No,No,No,No,"Yes, received Tdap",No,Yes
+,36.13,,,,,,,Female,Age 30 to 34,,,,,,,,Ohio,14.0,5.0,Within past year (anytime less than 12 months ago),No,6.0,1 to 5,No,No,No,No,No,Yes,Yes,No,Yes,No,No,Yes,Yes,Yes,No,Yes,Current smoker - now smokes every day,Never used e-cigarettes in my entire life,Yes,"Multiracial, Non-Hispanic",1.52,83.91,No,Yes,No,No,"Yes, received tetanus shot but not sure what type",No,Yes
+,22.71,,,,,,,Female,Age 18 to 24,,,,,,,,Utah,0.0,5.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.7,65.77,No,No,Yes,Yes,"Yes, received Tdap",No,No
+No,22.92,No,No,No,0.0,2.0,No,Female,60-64,White,No,Yes,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,27.89,,,,,,,Male,,,,,,,,,Georgia,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,Yes,No,No,,,No,"Black only, Non-Hispanic",1.8,90.72,No,Yes,No,No,"Yes, received tetanus shot but not sure what type",No,Yes
+,29.23,,,,,,,Female,Age 70 to 74,,,,,,,,Texas,0.0,2.0,Within past year (anytime less than 12 months ago),Yes,8.0,All,No,No,No,No,No,No,No,No,Yes,"No, pre-diabetes or borderline diabetes",No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,Hispanic,1.6,74.84,Yes,Yes,Yes,Yes,"Yes, received Tdap",No,No
+,25.61,,,,,,,Female,Age 35 to 39,,,,,,,,South Dakota,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.57,63.5,Yes,Yes,No,,,No,No
+,26.63,,,,,,,Female,Age 45 to 49,,,,,,,,Texas,0.0,0.0,Within past year (anytime less than 12 months ago),No,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,Yes,Yes,Yes,Never smoked,Not at all (right now),Yes,"Black only, Non-Hispanic",1.65,72.57,No,Yes,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+No,30.27,Yes,No,No,0.0,0.0,No,Male,40-44,White,No,Yes,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,20.25,,,,,,,Male,Age 65 to 69,,,,,,,,Maine,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Current smoker - now smokes every day,Not at all (right now),No,"White only, Non-Hispanic",1.91,73.48,,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+,24.75,,,,,,,Female,Age 45 to 49,,,,,,,,Maine,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.7,71.67,Yes,,Yes,No,"Yes, received Tdap",No,No
diff --git a/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_005/history.csv b/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_005/history.csv
index 3979453fb9ec8e79a49380e0d266ac67173b77a8..de95b7473de04beebc8180154645691d955fe4eb 100644
--- a/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_005/history.csv
+++ b/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_005/history.csv
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:32f0b62dce3fcf8de262581beb10ec8f7547c89138f684b86ccef48c69cc6ed7
-size 271613617
+oid sha256:4239cc1e06862b79d5f7c765cc88f34859e8f5cae19517395d11178745b47592
+size 270592976
diff --git a/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_005/info.json b/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_005/info.json
index 53272e3074451c673817a05ef4da5ee438d07863..c876b7e9aa18ec2175d72a1a6b59bf487c77e98c 100644
--- a/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_005/info.json
+++ b/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_005/info.json
@@ -1,401 +1,393 @@
-{
-    "name": "Indicators of Heart Disease (2022 UPDATE)",
-    "source": "https://www.kaggle.com/datasets/kamilpytlak/personal-key-indicators-of-heart-disease/data",
-    "data_intro": "The dataset originally comes from the CDC and is a major part of the Behavioral Risk Factor Surveillance System (BRFSS), which conducts annual telephone surveys to collect data on the health status of U.S. residents. As described by the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm): \"Established in 1984 with 15 states, BRFSS now collects data in all 50 states, the District of Columbia, and three U.S. territories. BRFSS completes more than 400,000 adult interviews each year, making it the largest continuously conducted health survey system in the world. The most recent dataset includes data from 2023. In this dataset, I noticed many factors (questions) that directly or indirectly influence heart disease, so I decided to select the most relevant variables from it. I also decided to share with you two versions of the most recent dataset: with NaNs and without it.",
-    "is_splited": false,
-    "overall_size": 1010949,
-    "train_size": 0,
-    "test_size": 0,
-    "c_classes": 46,
-    "n_classes": 9,
-    "cat_feature_intro": {
-        "HeartDisease": "The dataset originally comes from the CDC and is a major part of the Behavioral Risk Factor Surveillance System (BRFSS), which conducts annual telephone surveys to collect data on the health status of U.S. residents. As described by the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm): \"Established in 1984 with 15 states, BRFSS now collects data in all 50 states, the District of Columbia, and three U.S. territories. BRFSS completes more than 400,000 adult interviews each year, making it the largest continuously conducted health survey system in the world. The most recent dataset includes data from 2023. In this dataset, I noticed many factors (questions) that directly or indirectly influence heart disease, so I decided to select the most relevant variables from it. I also decided to share with you two versions of the most recent dataset: with NaNs and without it.",
-        "Smoking": "According to the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm), heart disease is a leading cause of death for people of most races in the U.S. (African Americans, American Indians and Alaska Natives, and whites). About half of all Americans (47%) have at least 1 of 3 major risk factors for heart disease: high blood pressure, high cholesterol, and smoking. Other key indicators include diabetes status, obesity (high BMI), not getting enough physical activity, or drinking too much alcohol. Identifying and preventing the factors that have the greatest impact on heart disease is very important in healthcare. In turn, developments in computing allow the application of machine learning methods to detect \"patterns\" in the data that can predict a patient's condition.",
-        "AlcoholDrinking": "According to the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm), excessive alcohol consumption can lead to high blood pressure, heart failure, and even stroke. It is important to monitor and manage alcohol intake to reduce the risk of heart disease.",
-        "Stroke": "A stroke is a medical emergency that occurs when the blood supply to part of the brain is interrupted or reduced, preventing brain tissue from getting oxygen and nutrients. This can lead to serious health complications, including heart disease.",
-        "DiffWalking": "Difficulty walking can be a sign of underlying health issues, including heart disease. It is important to address mobility issues to improve overall health and reduce the risk of heart-related complications.",
-        "Sex": "Sex is a biological factor that can influence the risk of heart disease. Men and women may experience different symptoms and risk factors for heart disease.",
-        "AgeCategory": "Age is a significant risk factor for heart disease. As people age, their risk of developing heart disease increases. It is important to monitor heart health as individuals get older.",
-        "Race": "According to the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm), heart disease is a leading cause of death for people of most races in the U.S. (African Americans, American Indians and Alaska Natives, and whites). About half of all Americans (47%) have at least 1 of 3 major risk factors for heart disease: high blood pressure, high cholesterol, and smoking. Other key indicators include diabetes status, obesity (high BMI), not getting enough physical activity, or drinking too much alcohol. Identifying and preventing the factors that have the greatest impact on heart disease is very important in healthcare. In turn, developments in computing allow the application of machine learning methods to detect \"patterns\" in the data that can predict a patient's condition.",
-        "Diabetic": "Diabetes is a major risk factor for heart disease. High blood sugar levels can damage blood vessels and nerves that control the heart, leading to an increased risk of heart disease.",
-        "PhysicalActivity": "Regular physical activity is important for maintaining heart health. It can help reduce the risk of heart disease by improving blood pressure, cholesterol levels, and overall cardiovascular fitness.",
-        "GenHealth": "General health status can influence the risk of heart disease. It is important to maintain overall health and address any underlying health issues to reduce the risk of heart-related complications.",
-        "Asthma": "Asthma is a chronic respiratory condition that can affect heart health. It is important to manage asthma symptoms to reduce the risk of heart disease.",
-        "KidneyDisease": "Kidney disease can increase the risk of heart disease. It is important to monitor and manage kidney health to reduce the risk of heart-related complications.",
-        "SkinCancer": "Skin cancer is a type of cancer that can affect overall health. It is important to address and treat skin cancer to maintain overall health and reduce the risk of heart disease.",
-        "State": "The dataset originally comes from the CDC and is a major part of the Behavioral Risk Factor Surveillance System (BRFSS), which conducts annual telephone surveys to collect data on the health status of U.S. residents. As described by the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm): \"Established in 1984 with 15 states, BRFSS now collects data in all 50 states, the District of Columbia, and three U.S. territories. BRFSS completes more than 400,000 adult interviews each year, making it the largest continuously conducted health survey system in the world. The most recent dataset includes data from 2023. In this dataset, I noticed many factors (questions) that directly or indirectly influence heart disease, so I decided to select the most relevant variables from it. I also decided to share with you two versions of the most recent dataset: with NaNs and without it.",
-        "GeneralHealth": "General health status can influence the risk of heart disease. It is important to maintain overall health and address any underlying health issues to reduce the risk of heart-related complications.",
-        "LastCheckupTime": "The time since the last medical checkup can be an important factor in heart health. Regular checkups can help identify and address risk factors for heart disease early.",
-        "PhysicalActivities": "Engaging in regular physical activities is important for maintaining heart health. It can help reduce the risk of heart disease by improving blood pressure, cholesterol levels, and overall cardiovascular fitness.",
-        "RemovedTeeth": "The number of removed teeth can be an indicator of overall health, including heart health. Poor oral health has been linked to an increased risk of heart disease.",
-        "HadHeartAttack": "As described above, the original dataset of nearly 300 variables was reduced to 40 variables. In addition to classical EDA, this dataset can be used to apply a number of machine learning methods, especially classifier models (logistic regression, SVM, random forest, etc.). You should treat the variable \"HadHeartAttack\" as binary (\"Yes\" - respondent had heart disease; \"No\" - respondent did not have heart disease). Note, however, that the classes are unbalanced, so the classic approach of applying a model is not advisable. Fixing the weights/undersampling should yield much better results. Based on the data set, I built a logistic regression model and embedded it in an application that might inspire you: https://share.streamlit.io/kamilpytlak/heart-condition-checker/main/app.py. Can you indicate which variables have a significant effect on the likelihood of heart disease?",
-        "HadAngina": "Angina is a type of chest pain caused by reduced blood flow to the heart. It is a symptom of coronary artery disease and can indicate an increased risk of heart disease.",
-        "HadStroke": "A stroke is a medical emergency that occurs when the blood supply to part of the brain is interrupted or reduced, preventing brain tissue from getting oxygen and nutrients. This can lead to serious health complications, including heart disease.",
-        "HadAsthma": "Asthma is a chronic respiratory condition that can affect heart health. It is important to manage asthma symptoms to reduce the risk of heart disease.",
-        "HadSkinCancer": "Skin cancer is a type of cancer that can affect overall health. It is important to address and treat skin cancer to maintain overall health and reduce the risk of heart disease.",
-        "HadCOPD": "Chronic obstructive pulmonary disease (COPD) is a chronic inflammatory lung disease that causes obstructed airflow from the lungs. It can increase the risk of heart disease.",
-        "HadDepressiveDisorder": "Depressive disorders can affect overall health and increase the risk of heart disease. It is important to address and manage mental health to reduce the risk of heart-related complications.",
-        "HadKidneyDisease": "Kidney disease can increase the risk of heart disease. It is important to monitor and manage kidney health to reduce the risk of heart-related complications.",
-        "HadArthritis": "Arthritis is a condition that causes inflammation of the joints. It can affect overall health and increase the risk of heart disease.",
-        "HadDiabetes": "Diabetes is a major risk factor for heart disease. High blood sugar levels can damage blood vessels and nerves that control the heart, leading to an increased risk of heart disease.",
-        "DeafOrHardOfHearing": "Hearing loss can affect overall health and quality of life. It is important to address and manage hearing issues to maintain overall health and reduce the risk of heart disease.",
-        "BlindOrVisionDifficulty": "Vision difficulties can affect overall health and quality of life. It is important to address and manage vision issues to maintain overall health and reduce the risk of heart disease.",
-        "DifficultyConcentrating": "Difficulty concentrating can be a sign of underlying health issues, including heart disease. It is important to address cognitive issues to improve overall health and reduce the risk of heart-related complications.",
-        "DifficultyWalking": "Difficulty walking can be a sign of underlying health issues, including heart disease. It is important to address mobility issues to improve overall health and reduce the risk of heart-related complications.",
-        "DifficultyDressingBathing": "Difficulty with daily activities such as dressing and bathing can be a sign of underlying health issues, including heart disease. It is important to address these issues to improve overall health and reduce the risk of heart-related complications.",
-        "DifficultyErrands": "Difficulty running errands can be a sign of underlying health issues, including heart disease. It is important to address these issues to improve overall health and reduce the risk of heart-related complications.",
-        "SmokerStatus": "Smoking is a major risk factor for heart disease. It is important to address and manage smoking habits to reduce the risk of heart-related complications.",
-        "ECigaretteUsage": "E-cigarette usage can affect heart health. It is important to monitor and manage e-cigarette usage to reduce the risk of heart disease.",
-        "ChestScan": "Chest scans can help identify underlying health issues, including heart disease. It is important to monitor and address any abnormalities found in chest scans to maintain overall health.",
-        "RaceEthnicityCategory": "Race and ethnicity can influence the risk of heart disease. It is important to consider these factors when assessing and managing heart health.",
-        "AlcoholDrinkers": "According to the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm), excessive alcohol consumption can lead to high blood pressure, heart failure, and even stroke. It is important to monitor and manage alcohol intake to reduce the risk of heart disease.",
-        "HIVTesting": "HIV testing is important for overall health. It is important to address and manage HIV status to reduce the risk of heart-related complications.",
-        "FluVaxLast12": "Receiving a flu vaccine in the last 12 months can help reduce the risk of respiratory infections, which can affect heart health. It is important to stay up-to-date with vaccinations to maintain overall health.",
-        "PneumoVaxEver": "Receiving a pneumococcal vaccine can help reduce the risk of respiratory infections, which can affect heart health. It is important to stay up-to-date with vaccinations to maintain overall health.",
-        "TetanusLast10Tdap": "Receiving a tetanus vaccine in the last 10 years can help reduce the risk of infections, which can affect heart health. It is important to stay up-to-date with vaccinations to maintain overall health.",
-        "HighRiskLastYear": "Being at high risk for health issues in the last year can affect overall health and increase the risk of heart disease. It is important to address and manage high-risk factors to reduce the risk of heart-related complications.",
-        "CovidPos": "Testing positive for COVID-19 can affect overall health and increase the risk of heart disease. It is important to monitor and manage COVID-19 symptoms to reduce the risk of heart-related complications."
-    },
-    "num_feature_intro": {
-        "BMI": "According to the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm), heart disease is a leading cause of death for people of most races in the U.S. (African Americans, American Indians and Alaska Natives, and whites). About half of all Americans (47%) have at least 1 of 3 major risk factors for heart disease: high blood pressure, high cholesterol, and smoking. Other key indicators include diabetes status, obesity (high BMI), not getting enough physical activity, or drinking too much alcohol. Identifying and preventing the factors that have the greatest impact on heart disease is very important in healthcare. In turn, developments in computing allow the application of machine learning methods to detect \"patterns\" in the data that can predict a patient's condition.",
-        "PhysicalHealth": "Physical health is an important factor in overall well-being and can influence the risk of heart disease. It is important to maintain good physical health to reduce the risk of heart-related complications.",
-        "MentalHealth": "Mental health is an important factor in overall well-being and can influence the risk of heart disease. It is important to address and manage mental health to reduce the risk of heart-related complications.",
-        "SleepTime": "Sleep time is an important factor in overall health. Poor sleep can affect heart health and increase the risk of heart disease. It is important to maintain good sleep habits to reduce the risk of heart-related complications.",
-        "PhysicalHealthDays": "The number of days with good physical health can be an indicator of overall well-being. It is important to maintain good physical health to reduce the risk of heart-related complications.",
-        "MentalHealthDays": "The number of days with good mental health can be an indicator of overall well-being. It is important to address and manage mental health to reduce the risk of heart-related complications.",
-        "SleepHours": "The number of hours of sleep can affect overall health. Poor sleep can affect heart health and increase the risk of heart disease. It is important to maintain good sleep habits to reduce the risk of heart-related complications.",
-        "HeightInMeters": "Height can be an indicator of overall health. It is important to monitor and maintain a healthy height-to-weight ratio to reduce the risk of heart disease.",
-        "WeightInKilograms": "Weight can be an indicator of overall health. It is important to maintain a healthy weight to reduce the risk of heart disease."
-    },
-    "evaluation_metric": "The evaluation metric for this dataset can include accuracy, precision, recall, F1-score, and AUC-ROC. These metrics can help assess the performance of machine learning models in predicting heart disease.",
-    "task_type": "classification",
-    "target": "GeneralHealth",
-    "num_feature_value": {
-        "BMI": [
-            12.02,
-            99.64
-        ],
-        "HeightInMeters": [
-            0.91,
-            2.41
-        ],
-        "MentalHealth": [
-            0.0,
-            30.0
-        ],
-        "MentalHealthDays": [
-            0.0,
-            30.0
-        ],
-        "PhysicalHealth": [
-            0.0,
-            30.0
-        ],
-        "PhysicalHealthDays": [
-            0.0,
-            30.0
-        ],
-        "SleepHours": [
-            1.0,
-            24.0
-        ],
-        "SleepTime": [
-            1.0,
-            24.0
-        ],
-        "WeightInKilograms": [
-            22.68,
-            292.57
-        ]
-    },
-    "cat_feature_value": {
-        "AgeCategory": [
-            "18-24",
-            "25-29",
-            "30-34",
-            "35-39",
-            "40-44",
-            "45-49",
-            "50-54",
-            "55-59",
-            "60-64",
-            "65-69",
-            "70-74",
-            "75-79",
-            "80 or older",
-            "Age 18 to 24",
-            "Age 25 to 29",
-            "Age 30 to 34",
-            "Age 35 to 39",
-            "Age 40 to 44",
-            "Age 45 to 49",
-            "Age 50 to 54",
-            "Age 55 to 59",
-            "Age 60 to 64",
-            "Age 65 to 69",
-            "Age 70 to 74",
-            "Age 75 to 79",
-            "Age 80 or older"
-        ],
-        "AlcoholDrinkers": [
-            "No",
-            "Yes"
-        ],
-        "AlcoholDrinking": [
-            "No",
-            "Yes"
-        ],
-        "Asthma": [
-            "No",
-            "Yes"
-        ],
-        "BlindOrVisionDifficulty": [
-            "No",
-            "Yes"
-        ],
-        "ChestScan": [
-            "No",
-            "Yes"
-        ],
-        "CovidPos": [
-            "No",
-            "Tested positive using home test without a health professional",
-            "Yes"
-        ],
-        "DeafOrHardOfHearing": [
-            "No",
-            "Yes"
-        ],
-        "Diabetic": [
-            "No",
-            "No, borderline diabetes",
-            "Yes",
-            "Yes (during pregnancy)"
-        ],
-        "DiffWalking": [
-            "No",
-            "Yes"
-        ],
-        "DifficultyConcentrating": [
-            "No",
-            "Yes"
-        ],
-        "DifficultyDressingBathing": [
-            "No",
-            "Yes"
-        ],
-        "DifficultyErrands": [
-            "No",
-            "Yes"
-        ],
-        "DifficultyWalking": [
-            "No",
-            "Yes"
-        ],
-        "ECigaretteUsage": [
-            "Never used e-cigarettes in my entire life",
-            "Not at all (right now)",
-            "Use them every day",
-            "Use them some days"
-        ],
-        "FluVaxLast12": [
-            "No",
-            "Yes"
-        ],
-        "GenHealth": [
-            "Excellent",
-            "Fair",
-            "Good",
-            "Poor",
-            "Very good"
-        ],
-        "GeneralHealth": [
-            "Excellent",
-            "Fair",
-            "Good",
-            "Poor",
-            "Very good"
-        ],
-        "HIVTesting": [
-            "No",
-            "Yes"
-        ],
-        "HadAngina": [
-            "No",
-            "Yes"
-        ],
-        "HadArthritis": [
-            "No",
-            "Yes"
-        ],
-        "HadAsthma": [
-            "No",
-            "Yes"
-        ],
-        "HadCOPD": [
-            "No",
-            "Yes"
-        ],
-        "HadDepressiveDisorder": [
-            "No",
-            "Yes"
-        ],
-        "HadDiabetes": [
-            "No",
-            "No, pre-diabetes or borderline diabetes",
-            "Yes",
-            "Yes, but only during pregnancy (female)"
-        ],
-        "HadHeartAttack": [
-            "No",
-            "Yes"
-        ],
-        "HadKidneyDisease": [
-            "No",
-            "Yes"
-        ],
-        "HadSkinCancer": [
-            "No",
-            "Yes"
-        ],
-        "HadStroke": [
-            "No",
-            "Yes"
-        ],
-        "HeartDisease": [
-            "No",
-            "Yes"
-        ],
-        "HighRiskLastYear": [
-            "No",
-            "Yes"
-        ],
-        "KidneyDisease": [
-            "No",
-            "Yes"
-        ],
-        "LastCheckupTime": [
-            "5 or more years ago",
-            "Within past 2 years (1 year but less than 2 years ago)",
-            "Within past 5 years (2 years but less than 5 years ago)",
-            "Within past year (anytime less than 12 months ago)"
-        ],
-        "PhysicalActivities": [
-            "No",
-            "Yes"
-        ],
-        "PhysicalActivity": [
-            "No",
-            "Yes"
-        ],
-        "PneumoVaxEver": [
-            "No",
-            "Yes"
-        ],
-        "Race": [
-            "American Indian/Alaskan Native",
-            "Asian",
-            "Black",
-            "Hispanic",
-            "Other",
-            "White"
-        ],
-        "RaceEthnicityCategory": [
-            "Black only, Non-Hispanic",
-            "Hispanic",
-            "Multiracial, Non-Hispanic",
-            "Other race only, Non-Hispanic",
-            "White only, Non-Hispanic"
-        ],
-        "RemovedTeeth": [
-            "1 to 5",
-            "6 or more, but not all",
-            "All",
-            "None of them"
-        ],
-        "Sex": [
-            "Female",
-            "Male"
-        ],
-        "SkinCancer": [
-            "No",
-            "Yes"
-        ],
-        "SmokerStatus": [
-            "Current smoker - now smokes every day",
-            "Current smoker - now smokes some days",
-            "Former smoker",
-            "Never smoked"
-        ],
-        "Smoking": [
-            "No",
-            "Yes"
-        ],
-        "State": [
-            "Alabama",
-            "Alaska",
-            "Arizona",
-            "Arkansas",
-            "California",
-            "Colorado",
-            "Connecticut",
-            "Delaware",
-            "District of Columbia",
-            "Florida",
-            "Georgia",
-            "Guam",
-            "Hawaii",
-            "Idaho",
-            "Illinois",
-            "Indiana",
-            "Iowa",
-            "Kansas",
-            "Kentucky",
-            "Louisiana",
-            "Maine",
-            "Maryland",
-            "Massachusetts",
-            "Michigan",
-            "Minnesota",
-            "Mississippi",
-            "Missouri",
-            "Montana",
-            "Nebraska",
-            "Nevada",
-            "New Hampshire",
-            "New Jersey",
-            "New Mexico",
-            "New York",
-            "North Carolina",
-            "North Dakota",
-            "Ohio",
-            "Oklahoma",
-            "Oregon",
-            "Pennsylvania",
-            "Puerto Rico",
-            "Rhode Island",
-            "South Carolina",
-            "South Dakota",
-            "Tennessee",
-            "Texas",
-            "Utah",
-            "Vermont",
-            "Virgin Islands",
-            "Virginia",
-            "Washington",
-            "West Virginia",
-            "Wisconsin",
-            "Wyoming"
-        ],
-        "Stroke": [
-            "No",
-            "Yes"
-        ],
-        "TetanusLast10Tdap": [
-            "No, did not receive any tetanus shot in the past 10 years",
-            "Yes, received Tdap",
-            "Yes, received tetanus shot but not sure what type",
-            "Yes, received tetanus shot, but not Tdap"
-        ]
-    }
-}
\ No newline at end of file
+{
+  "name": "Indicators of Heart Disease (2022 UPDATE)",
+  "source": "https://www.kaggle.com/datasets/kamilpytlak/personal-key-indicators-of-heart-disease/data",
+  "data_intro": "The dataset originally comes from the CDC and is a major part of the Behavioral Risk Factor Surveillance System (BRFSS), which conducts annual telephone surveys to collect data on the health status of U.S. residents. As described by the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm): \"Established in 1984 with 15 states, BRFSS now collects data in all 50 states, the District of Columbia, and three U.S. territories. BRFSS completes more than 400,000 adult interviews each year, making it the largest continuously conducted health survey system in the world. The most recent dataset includes data from 2023. In this dataset, I noticed many factors (questions) that directly or indirectly influence heart disease, so I decided to select the most relevant variables from it. I also decided to share with you two versions of the most recent dataset: with NaNs and without it.",
+  "is_splited": false,
+  "overall_size": 1010949,
+  "train_size": 0,
+  "test_size": 0,
+  "c_classes": 45,
+  "n_classes": 9,
+  "cat_feature_intro": {
+    "HeartDisease": "The dataset originally comes from the CDC and is a major part of the Behavioral Risk Factor Surveillance System (BRFSS), which conducts annual telephone surveys to collect data on the health status of U.S. residents. As described by the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm): \"Established in 1984 with 15 states, BRFSS now collects data in all 50 states, the District of Columbia, and three U.S. territories. BRFSS completes more than 400,000 adult interviews each year, making it the largest continuously conducted health survey system in the world. The most recent dataset includes data from 2023. In this dataset, I noticed many factors (questions) that directly or indirectly influence heart disease, so I decided to select the most relevant variables from it. I also decided to share with you two versions of the most recent dataset: with NaNs and without it.",
+    "Smoking": "According to the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm), heart disease is a leading cause of death for people of most races in the U.S. (African Americans, American Indians and Alaska Natives, and whites). About half of all Americans (47%) have at least 1 of 3 major risk factors for heart disease: high blood pressure, high cholesterol, and smoking. Other key indicators include diabetes status, obesity (high BMI), not getting enough physical activity, or drinking too much alcohol. Identifying and preventing the factors that have the greatest impact on heart disease is very important in healthcare. In turn, developments in computing allow the application of machine learning methods to detect \"patterns\" in the data that can predict a patient's condition.",
+    "AlcoholDrinking": "According to the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm), excessive alcohol consumption can lead to high blood pressure, heart failure, and even stroke. It is important to monitor and manage alcohol intake to reduce the risk of heart disease.",
+    "Stroke": "A stroke is a medical emergency that occurs when the blood supply to part of the brain is interrupted or reduced, preventing brain tissue from getting oxygen and nutrients. This can lead to serious health complications, including heart disease.",
+    "DiffWalking": "Difficulty walking can be a sign of underlying health issues, including heart disease. It is important to address mobility issues to improve overall health and reduce the risk of heart-related complications.",
+    "Sex": "Sex is a biological factor that can influence the risk of heart disease. Men and women may experience different symptoms and risk factors for heart disease.",
+    "AgeCategory": "Age is a significant risk factor for heart disease. As people age, their risk of developing heart disease increases. It is important to monitor heart health as individuals get older.",
+    "Race": "According to the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm), heart disease is a leading cause of death for people of most races in the U.S. (African Americans, American Indians and Alaska Natives, and whites). About half of all Americans (47%) have at least 1 of 3 major risk factors for heart disease: high blood pressure, high cholesterol, and smoking. Other key indicators include diabetes status, obesity (high BMI), not getting enough physical activity, or drinking too much alcohol. Identifying and preventing the factors that have the greatest impact on heart disease is very important in healthcare. In turn, developments in computing allow the application of machine learning methods to detect \"patterns\" in the data that can predict a patient's condition.",
+    "Diabetic": "Diabetes is a major risk factor for heart disease. High blood sugar levels can damage blood vessels and nerves that control the heart, leading to an increased risk of heart disease.",
+    "PhysicalActivity": "Regular physical activity is important for maintaining heart health. It can help reduce the risk of heart disease by improving blood pressure, cholesterol levels, and overall cardiovascular fitness.",
+    "Asthma": "Asthma is a chronic respiratory condition that can affect heart health. It is important to manage asthma symptoms to reduce the risk of heart disease.",
+    "KidneyDisease": "Kidney disease can increase the risk of heart disease. It is important to monitor and manage kidney health to reduce the risk of heart-related complications.",
+    "SkinCancer": "Skin cancer is a type of cancer that can affect overall health. It is important to address and treat skin cancer to maintain overall health and reduce the risk of heart disease.",
+    "State": "The dataset originally comes from the CDC and is a major part of the Behavioral Risk Factor Surveillance System (BRFSS), which conducts annual telephone surveys to collect data on the health status of U.S. residents. As described by the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm): \"Established in 1984 with 15 states, BRFSS now collects data in all 50 states, the District of Columbia, and three U.S. territories. BRFSS completes more than 400,000 adult interviews each year, making it the largest continuously conducted health survey system in the world. The most recent dataset includes data from 2023. In this dataset, I noticed many factors (questions) that directly or indirectly influence heart disease, so I decided to select the most relevant variables from it. I also decided to share with you two versions of the most recent dataset: with NaNs and without it.",
+    "GeneralHealth": "Self-reported general health from BRFSS GENHLTH: Excellent, Very good, Good, Fair, or Poor.",
+    "LastCheckupTime": "The time since the last medical checkup can be an important factor in heart health. Regular checkups can help identify and address risk factors for heart disease early.",
+    "PhysicalActivities": "Engaging in regular physical activities is important for maintaining heart health. It can help reduce the risk of heart disease by improving blood pressure, cholesterol levels, and overall cardiovascular fitness.",
+    "RemovedTeeth": "The number of removed teeth can be an indicator of overall health, including heart health. Poor oral health has been linked to an increased risk of heart disease.",
+    "HadHeartAttack": "As described above, the original dataset of nearly 300 variables was reduced to 40 variables. In addition to classical EDA, this dataset can be used to apply a number of machine learning methods, especially classifier models (logistic regression, SVM, random forest, etc.). You should treat the variable \"HadHeartAttack\" as binary (\"Yes\" - respondent had heart disease; \"No\" - respondent did not have heart disease). Note, however, that the classes are unbalanced, so the classic approach of applying a model is not advisable. Fixing the weights/undersampling should yield much better results. Based on the data set, I built a logistic regression model and embedded it in an application that might inspire you: https://share.streamlit.io/kamilpytlak/heart-condition-checker/main/app.py. Can you indicate which variables have a significant effect on the likelihood of heart disease?",
+    "HadAngina": "Angina is a type of chest pain caused by reduced blood flow to the heart. It is a symptom of coronary artery disease and can indicate an increased risk of heart disease.",
+    "HadStroke": "A stroke is a medical emergency that occurs when the blood supply to part of the brain is interrupted or reduced, preventing brain tissue from getting oxygen and nutrients. This can lead to serious health complications, including heart disease.",
+    "HadAsthma": "Asthma is a chronic respiratory condition that can affect heart health. It is important to manage asthma symptoms to reduce the risk of heart disease.",
+    "HadSkinCancer": "Skin cancer is a type of cancer that can affect overall health. It is important to address and treat skin cancer to maintain overall health and reduce the risk of heart disease.",
+    "HadCOPD": "Chronic obstructive pulmonary disease (COPD) is a chronic inflammatory lung disease that causes obstructed airflow from the lungs. It can increase the risk of heart disease.",
+    "HadDepressiveDisorder": "Depressive disorders can affect overall health and increase the risk of heart disease. It is important to address and manage mental health to reduce the risk of heart-related complications.",
+    "HadKidneyDisease": "Kidney disease can increase the risk of heart disease. It is important to monitor and manage kidney health to reduce the risk of heart-related complications.",
+    "HadArthritis": "Arthritis is a condition that causes inflammation of the joints. It can affect overall health and increase the risk of heart disease.",
+    "HadDiabetes": "Diabetes is a major risk factor for heart disease. High blood sugar levels can damage blood vessels and nerves that control the heart, leading to an increased risk of heart disease.",
+    "DeafOrHardOfHearing": "Hearing loss can affect overall health and quality of life. It is important to address and manage hearing issues to maintain overall health and reduce the risk of heart disease.",
+    "BlindOrVisionDifficulty": "Vision difficulties can affect overall health and quality of life. It is important to address and manage vision issues to maintain overall health and reduce the risk of heart disease.",
+    "DifficultyConcentrating": "Difficulty concentrating can be a sign of underlying health issues, including heart disease. It is important to address cognitive issues to improve overall health and reduce the risk of heart-related complications.",
+    "DifficultyWalking": "Difficulty walking can be a sign of underlying health issues, including heart disease. It is important to address mobility issues to improve overall health and reduce the risk of heart-related complications.",
+    "DifficultyDressingBathing": "Difficulty with daily activities such as dressing and bathing can be a sign of underlying health issues, including heart disease. It is important to address these issues to improve overall health and reduce the risk of heart-related complications.",
+    "DifficultyErrands": "Difficulty running errands can be a sign of underlying health issues, including heart disease. It is important to address these issues to improve overall health and reduce the risk of heart-related complications.",
+    "SmokerStatus": "Smoking is a major risk factor for heart disease. It is important to address and manage smoking habits to reduce the risk of heart-related complications.",
+    "ECigaretteUsage": "E-cigarette usage can affect heart health. It is important to monitor and manage e-cigarette usage to reduce the risk of heart disease.",
+    "ChestScan": "Chest scans can help identify underlying health issues, including heart disease. It is important to monitor and address any abnormalities found in chest scans to maintain overall health.",
+    "RaceEthnicityCategory": "Race and ethnicity can influence the risk of heart disease. It is important to consider these factors when assessing and managing heart health.",
+    "AlcoholDrinkers": "According to the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm), excessive alcohol consumption can lead to high blood pressure, heart failure, and even stroke. It is important to monitor and manage alcohol intake to reduce the risk of heart disease.",
+    "HIVTesting": "Whether the respondent has ever been tested for HIV (Yes/No), not the result of that test.",
+    "FluVaxLast12": "Receiving a flu vaccine in the last 12 months can help reduce the risk of respiratory infections, which can affect heart health. It is important to stay up-to-date with vaccinations to maintain overall health.",
+    "PneumoVaxEver": "Receiving a pneumococcal vaccine can help reduce the risk of respiratory infections, which can affect heart health. It is important to stay up-to-date with vaccinations to maintain overall health.",
+    "TetanusLast10Tdap": "Receiving a tetanus vaccine in the last 10 years can help reduce the risk of infections, which can affect heart health. It is important to stay up-to-date with vaccinations to maintain overall health.",
+    "HighRiskLastYear": "Being at high risk for health issues in the last year can affect overall health and increase the risk of heart disease. It is important to address and manage high-risk factors to reduce the risk of heart-related complications.",
+    "CovidPos": "Testing positive for COVID-19 can affect overall health and increase the risk of heart disease. It is important to monitor and manage COVID-19 symptoms to reduce the risk of heart-related complications."
+  },
+  "num_feature_intro": {
+    "BMI": "According to the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm), heart disease is a leading cause of death for people of most races in the U.S. (African Americans, American Indians and Alaska Natives, and whites). About half of all Americans (47%) have at least 1 of 3 major risk factors for heart disease: high blood pressure, high cholesterol, and smoking. Other key indicators include diabetes status, obesity (high BMI), not getting enough physical activity, or drinking too much alcohol. Identifying and preventing the factors that have the greatest impact on heart disease is very important in healthcare. In turn, developments in computing allow the application of machine learning methods to detect \"patterns\" in the data that can predict a patient's condition.",
+    "PhysicalHealth": "Physical health is an important factor in overall well-being and can influence the risk of heart disease. It is important to maintain good physical health to reduce the risk of heart-related complications.",
+    "MentalHealth": "Mental health is an important factor in overall well-being and can influence the risk of heart disease. It is important to address and manage mental health to reduce the risk of heart-related complications.",
+    "SleepTime": "Sleep time is an important factor in overall health. Poor sleep can affect heart health and increase the risk of heart disease. It is important to maintain good sleep habits to reduce the risk of heart-related complications.",
+    "PhysicalHealthDays": "The number of days with good physical health can be an indicator of overall well-being. It is important to maintain good physical health to reduce the risk of heart-related complications.",
+    "MentalHealthDays": "The number of days with good mental health can be an indicator of overall well-being. It is important to address and manage mental health to reduce the risk of heart-related complications.",
+    "SleepHours": "The number of hours of sleep can affect overall health. Poor sleep can affect heart health and increase the risk of heart disease. It is important to maintain good sleep habits to reduce the risk of heart-related complications.",
+    "HeightInMeters": "Height can be an indicator of overall health. It is important to monitor and maintain a healthy height-to-weight ratio to reduce the risk of heart disease.",
+    "WeightInKilograms": "Weight can be an indicator of overall health. It is important to maintain a healthy weight to reduce the risk of heart disease."
+  },
+  "evaluation_metric": "The evaluation metric for this dataset can include accuracy, precision, recall, F1-score, and AUC-ROC. These metrics can help assess the performance of machine learning models in predicting heart disease.",
+  "task_type": "classification",
+  "target": "GeneralHealth",
+  "num_feature_value": {
+    "BMI": [
+      12.02,
+      99.64
+    ],
+    "HeightInMeters": [
+      0.91,
+      2.41
+    ],
+    "MentalHealth": [
+      0.0,
+      30.0
+    ],
+    "MentalHealthDays": [
+      0.0,
+      30.0
+    ],
+    "PhysicalHealth": [
+      0.0,
+      30.0
+    ],
+    "PhysicalHealthDays": [
+      0.0,
+      30.0
+    ],
+    "SleepHours": [
+      1.0,
+      24.0
+    ],
+    "SleepTime": [
+      1.0,
+      24.0
+    ],
+    "WeightInKilograms": [
+      22.68,
+      292.57
+    ]
+  },
+  "cat_feature_value": {
+    "AgeCategory": [
+      "18-24",
+      "25-29",
+      "30-34",
+      "35-39",
+      "40-44",
+      "45-49",
+      "50-54",
+      "55-59",
+      "60-64",
+      "65-69",
+      "70-74",
+      "75-79",
+      "80 or older",
+      "Age 18 to 24",
+      "Age 25 to 29",
+      "Age 30 to 34",
+      "Age 35 to 39",
+      "Age 40 to 44",
+      "Age 45 to 49",
+      "Age 50 to 54",
+      "Age 55 to 59",
+      "Age 60 to 64",
+      "Age 65 to 69",
+      "Age 70 to 74",
+      "Age 75 to 79",
+      "Age 80 or older"
+    ],
+    "AlcoholDrinkers": [
+      "No",
+      "Yes"
+    ],
+    "AlcoholDrinking": [
+      "No",
+      "Yes"
+    ],
+    "Asthma": [
+      "No",
+      "Yes"
+    ],
+    "BlindOrVisionDifficulty": [
+      "No",
+      "Yes"
+    ],
+    "ChestScan": [
+      "No",
+      "Yes"
+    ],
+    "CovidPos": [
+      "No",
+      "Tested positive using home test without a health professional",
+      "Yes"
+    ],
+    "DeafOrHardOfHearing": [
+      "No",
+      "Yes"
+    ],
+    "Diabetic": [
+      "No",
+      "No, borderline diabetes",
+      "Yes",
+      "Yes (during pregnancy)"
+    ],
+    "DiffWalking": [
+      "No",
+      "Yes"
+    ],
+    "DifficultyConcentrating": [
+      "No",
+      "Yes"
+    ],
+    "DifficultyDressingBathing": [
+      "No",
+      "Yes"
+    ],
+    "DifficultyErrands": [
+      "No",
+      "Yes"
+    ],
+    "DifficultyWalking": [
+      "No",
+      "Yes"
+    ],
+    "ECigaretteUsage": [
+      "Never used e-cigarettes in my entire life",
+      "Not at all (right now)",
+      "Use them every day",
+      "Use them some days"
+    ],
+    "FluVaxLast12": [
+      "No",
+      "Yes"
+    ],
+    "GeneralHealth": [
+      "Excellent",
+      "Very good",
+      "Good",
+      "Fair",
+      "Poor"
+    ],
+    "HIVTesting": [
+      "No",
+      "Yes"
+    ],
+    "HadAngina": [
+      "No",
+      "Yes"
+    ],
+    "HadArthritis": [
+      "No",
+      "Yes"
+    ],
+    "HadAsthma": [
+      "No",
+      "Yes"
+    ],
+    "HadCOPD": [
+      "No",
+      "Yes"
+    ],
+    "HadDepressiveDisorder": [
+      "No",
+      "Yes"
+    ],
+    "HadDiabetes": [
+      "No",
+      "No, pre-diabetes or borderline diabetes",
+      "Yes",
+      "Yes, but only during pregnancy (female)"
+    ],
+    "HadHeartAttack": [
+      "No",
+      "Yes"
+    ],
+    "HadKidneyDisease": [
+      "No",
+      "Yes"
+    ],
+    "HadSkinCancer": [
+      "No",
+      "Yes"
+    ],
+    "HadStroke": [
+      "No",
+      "Yes"
+    ],
+    "HeartDisease": [
+      "No",
+      "Yes"
+    ],
+    "HighRiskLastYear": [
+      "No",
+      "Yes"
+    ],
+    "KidneyDisease": [
+      "No",
+      "Yes"
+    ],
+    "LastCheckupTime": [
+      "5 or more years ago",
+      "Within past 2 years (1 year but less than 2 years ago)",
+      "Within past 5 years (2 years but less than 5 years ago)",
+      "Within past year (anytime less than 12 months ago)"
+    ],
+    "PhysicalActivities": [
+      "No",
+      "Yes"
+    ],
+    "PhysicalActivity": [
+      "No",
+      "Yes"
+    ],
+    "PneumoVaxEver": [
+      "No",
+      "Yes"
+    ],
+    "Race": [
+      "American Indian/Alaskan Native",
+      "Asian",
+      "Black",
+      "Hispanic",
+      "Other",
+      "White"
+    ],
+    "RaceEthnicityCategory": [
+      "Black only, Non-Hispanic",
+      "Hispanic",
+      "Multiracial, Non-Hispanic",
+      "Other race only, Non-Hispanic",
+      "White only, Non-Hispanic"
+    ],
+    "RemovedTeeth": [
+      "1 to 5",
+      "6 or more, but not all",
+      "All",
+      "None of them"
+    ],
+    "Sex": [
+      "Female",
+      "Male"
+    ],
+    "SkinCancer": [
+      "No",
+      "Yes"
+    ],
+    "SmokerStatus": [
+      "Current smoker - now smokes every day",
+      "Current smoker - now smokes some days",
+      "Former smoker",
+      "Never smoked"
+    ],
+    "Smoking": [
+      "No",
+      "Yes"
+    ],
+    "State": [
+      "Alabama",
+      "Alaska",
+      "Arizona",
+      "Arkansas",
+      "California",
+      "Colorado",
+      "Connecticut",
+      "Delaware",
+      "District of Columbia",
+      "Florida",
+      "Georgia",
+      "Guam",
+      "Hawaii",
+      "Idaho",
+      "Illinois",
+      "Indiana",
+      "Iowa",
+      "Kansas",
+      "Kentucky",
+      "Louisiana",
+      "Maine",
+      "Maryland",
+      "Massachusetts",
+      "Michigan",
+      "Minnesota",
+      "Mississippi",
+      "Missouri",
+      "Montana",
+      "Nebraska",
+      "Nevada",
+      "New Hampshire",
+      "New Jersey",
+      "New Mexico",
+      "New York",
+      "North Carolina",
+      "North Dakota",
+      "Ohio",
+      "Oklahoma",
+      "Oregon",
+      "Pennsylvania",
+      "Puerto Rico",
+      "Rhode Island",
+      "South Carolina",
+      "South Dakota",
+      "Tennessee",
+      "Texas",
+      "Utah",
+      "Vermont",
+      "Virgin Islands",
+      "Virginia",
+      "Washington",
+      "West Virginia",
+      "Wisconsin",
+      "Wyoming"
+    ],
+    "Stroke": [
+      "No",
+      "Yes"
+    ],
+    "TetanusLast10Tdap": [
+      "No, did not receive any tetanus shot in the past 10 years",
+      "Yes, received Tdap",
+      "Yes, received tetanus shot but not sure what type",
+      "Yes, received tetanus shot, but not Tdap"
+    ]
+  }
+}
diff --git a/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_005/test_current.csv b/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_005/test_current.csv
index 91f29c9b87c802dcde4590fd6275202c300409d2..b882b142a2688db2e7d8083990f225bfa7e3a3c9 100644
--- a/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_005/test_current.csv
+++ b/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_005/test_current.csv
@@ -1,16 +1,18 @@
-HeartDisease,BMI,Smoking,AlcoholDrinking,Stroke,PhysicalHealth,MentalHealth,DiffWalking,Sex,AgeCategory,Race,Diabetic,PhysicalActivity,GenHealth,SleepTime,Asthma,KidneyDisease,SkinCancer,State,GeneralHealth,PhysicalHealthDays,MentalHealthDays,LastCheckupTime,PhysicalActivities,SleepHours,RemovedTeeth,HadHeartAttack,HadAngina,HadStroke,HadAsthma,HadSkinCancer,HadCOPD,HadDepressiveDisorder,HadKidneyDisease,HadArthritis,HadDiabetes,DeafOrHardOfHearing,BlindOrVisionDifficulty,DifficultyConcentrating,DifficultyWalking,DifficultyDressingBathing,DifficultyErrands,SmokerStatus,ECigaretteUsage,ChestScan,RaceEthnicityCategory,HeightInMeters,WeightInKilograms,AlcoholDrinkers,HIVTesting,FluVaxLast12,PneumoVaxEver,TetanusLast10Tdap,HighRiskLastYear,CovidPos
-,25.42,,,,,,,Female,Age 80 or older,,,,,,,,,Maryland,Poor,30.0,0.0,Within past year (anytime less than 12 months ago),No,8.0,"6 or more, but not all",Yes,No,No,No,No,Yes,No,No,No,No,No,No,No,Yes,No,No,Former smoker,Not at all (right now),Yes,"White only, Non-Hispanic",1.57,63.05,No,No,No,Yes,"Yes, received Tdap",No,No
-,20.8,,,,,,,Female,Age 80 or older,,,,,,,,,Georgia,Poor,30.0,30.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.65,56.7,No,,,,,,
-,27.46,,,,,,,Female,Age 60 to 64,,,,,,,,,Nebraska,Poor,30.0,0.0,Within past year (anytime less than 12 months ago),No,5.0,1 to 5,No,No,No,No,No,No,No,No,No,Yes,No,Yes,No,Yes,Yes,Yes,Current smoker - now smokes some days,Never used e-cigarettes in my entire life,Yes,Hispanic,1.63,72.57,No,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-,24.8,,,,,,,Female,Age 55 to 59,,,,,,,,,Oklahoma,Poor,2.0,3.0,Within past year (anytime less than 12 months ago),No,6.0,"6 or more, but not all",No,No,No,Yes,No,Yes,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"Black only, Non-Hispanic",1.6,63.5,No,Yes,No,Yes,"No, did not receive any tetanus shot in the past 10 years",No,Yes
-,38.67,,,,,,,Female,Age 65 to 69,,,,,,,,,Michigan,Poor,20.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,Yes,No,No,No,No,Yes,No,No,Yes,No,No,No,No,Yes,Yes,No,Former smoker,Not at all (right now),Yes,"White only, Non-Hispanic",1.52,89.81,No,No,Yes,Yes,"Yes, received Tdap",No,No
-,,,,,,,,Female,Age 18 to 24,,,,,,,,,Georgia,Poor,20.0,30.0,Within past 2 years (1 year but less than 2 years ago),No,5.0,None of them,No,No,No,Yes,,No,Yes,No,No,No,,No,Yes,,No,Yes,Never smoked,Use them every day,No,"White only, Non-Hispanic",,61.23,Yes,Yes,No,Yes,"Yes, received tetanus shot, but not Tdap",No,Yes
-,14.88,,,,,,,Female,Age 70 to 74,,,,,,,,,Tennessee,Poor,30.0,25.0,Within past year (anytime less than 12 months ago),No,1.0,"6 or more, but not all",No,No,No,No,No,Yes,Yes,Yes,Yes,Yes,No,No,Yes,Yes,Yes,Yes,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.7,43.09,No,No,No,Yes,"Yes, received Tdap",No,Yes
-,27.46,,,,,,,Female,Age 70 to 74,,,,,,,,,Montana,Poor,20.0,0.0,Within past year (anytime less than 12 months ago),Yes,5.0,All,No,Yes,No,No,Yes,No,Yes,Yes,Yes,Yes,No,No,No,Yes,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.6,70.31,No,No,No,Yes,"No, did not receive any tetanus shot in the past 10 years",No,Tested positive using home test without a health professional
-,23.03,,,,,,,Female,Age 70 to 74,,,,,,,,,Michigan,Poor,30.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,No,No,No,Yes,No,No,No,No,No,No,No,No,No,Yes,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.6,58.97,Yes,No,Yes,Yes,"Yes, received Tdap",No,No
-,23.03,,,,,,,Female,Age 50 to 54,,,,,,,,,Massachusetts,Poor,30.0,5.0,Within past year (anytime less than 12 months ago),No,10.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.6,58.97,No,No,No,No,"Yes, received tetanus shot but not sure what type",No,No
-,21.46,,,,,,,Female,Age 70 to 74,,,,,,,,,Florida,Poor,8.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,"6 or more, but not all",Yes,Yes,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.63,56.7,No,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
-,36.61,,,,,,,Female,Age 55 to 59,,,,,,,,,West Virginia,Poor,30.0,0.0,Within past 5 years (2 years but less than 5 years ago),Yes,11.0,"6 or more, but not all",No,No,No,No,No,No,Yes,No,Yes,Yes,No,Yes,No,Yes,No,Yes,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.65,99.79,No,No,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
-,27.99,,,,,,,Female,Age 55 to 59,,,,,,,,,Kentucky,Poor,30.0,15.0,Within past year (anytime less than 12 months ago),Yes,12.0,"6 or more, but not all",No,No,No,Yes,No,Yes,Yes,No,Yes,No,No,No,Yes,Yes,No,Yes,Former smoker,Use them some days,No,"White only, Non-Hispanic",1.6,71.67,No,No,No,No,"Yes, received tetanus shot but not sure what type",No,No
-,34.01,,,,,,,Female,Age 45 to 49,,,,,,,,,Vermont,Poor,14.0,2.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,Yes,No,No,No,No,No,No,,Yes,No,No,Yes,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.55,81.65,Yes,No,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
-,30.62,,,,,,,Female,Age 75 to 79,,,,,,,,,New Hampshire,Poor,30.0,0.0,Within past 5 years (2 years but less than 5 years ago),No,4.0,None of them,No,No,No,Yes,No,Yes,Yes,Yes,Yes,Yes,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.65,83.46,No,No,Yes,Yes,"Yes, received Tdap",No,No
+HeartDisease,BMI,Smoking,AlcoholDrinking,Stroke,PhysicalHealth,MentalHealth,DiffWalking,Sex,AgeCategory,Race,Diabetic,PhysicalActivity,SleepTime,Asthma,KidneyDisease,SkinCancer,State,GeneralHealth,PhysicalHealthDays,MentalHealthDays,LastCheckupTime,PhysicalActivities,SleepHours,RemovedTeeth,HadHeartAttack,HadAngina,HadStroke,HadAsthma,HadSkinCancer,HadCOPD,HadDepressiveDisorder,HadKidneyDisease,HadArthritis,HadDiabetes,DeafOrHardOfHearing,BlindOrVisionDifficulty,DifficultyConcentrating,DifficultyWalking,DifficultyDressingBathing,DifficultyErrands,SmokerStatus,ECigaretteUsage,ChestScan,RaceEthnicityCategory,HeightInMeters,WeightInKilograms,AlcoholDrinkers,HIVTesting,FluVaxLast12,PneumoVaxEver,TetanusLast10Tdap,HighRiskLastYear,CovidPos
+,25.42,,,,,,,Female,Age 80 or older,,,,,,,,Maryland,Poor,30.0,0.0,Within past year (anytime less than 12 months ago),No,8.0,"6 or more, but not all",Yes,No,No,No,No,Yes,No,No,No,No,No,No,No,Yes,No,No,Former smoker,Not at all (right now),Yes,"White only, Non-Hispanic",1.57,63.05,No,No,No,Yes,"Yes, received Tdap",No,No
+,20.8,,,,,,,Female,Age 80 or older,,,,,,,,Georgia,Poor,30.0,30.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.65,56.7,No,,,,,,
+No,31.32,No,No,No,30.0,30.0,No,Female,70-74,White,No,No,8.0,No,Yes,No,,Poor,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,27.46,,,,,,,Female,Age 60 to 64,,,,,,,,Nebraska,Poor,30.0,0.0,Within past year (anytime less than 12 months ago),No,5.0,1 to 5,No,No,No,No,No,No,No,No,No,Yes,No,Yes,No,Yes,Yes,Yes,Current smoker - now smokes some days,Never used e-cigarettes in my entire life,Yes,Hispanic,1.63,72.57,No,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+Yes,37.55,No,No,No,20.0,0.0,Yes,Female,65-69,White,No,No,6.0,Yes,No,No,,Poor,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,24.8,,,,,,,Female,Age 55 to 59,,,,,,,,Oklahoma,Poor,2.0,3.0,Within past year (anytime less than 12 months ago),No,6.0,"6 or more, but not all",No,No,No,Yes,No,Yes,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"Black only, Non-Hispanic",1.6,63.5,No,Yes,No,Yes,"No, did not receive any tetanus shot in the past 10 years",No,Yes
+,38.67,,,,,,,Female,Age 65 to 69,,,,,,,,Michigan,Poor,20.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,Yes,No,No,No,No,Yes,No,No,Yes,No,No,No,No,Yes,Yes,No,Former smoker,Not at all (right now),Yes,"White only, Non-Hispanic",1.52,89.81,No,No,Yes,Yes,"Yes, received Tdap",No,No
+,,,,,,,,Female,Age 18 to 24,,,,,,,,Georgia,Poor,20.0,30.0,Within past 2 years (1 year but less than 2 years ago),No,5.0,None of them,No,No,No,Yes,,No,Yes,No,No,No,,No,Yes,,No,Yes,Never smoked,Use them every day,No,"White only, Non-Hispanic",,61.23,Yes,Yes,No,Yes,"Yes, received tetanus shot, but not Tdap",No,Yes
+,14.88,,,,,,,Female,Age 70 to 74,,,,,,,,Tennessee,Poor,30.0,25.0,Within past year (anytime less than 12 months ago),No,1.0,"6 or more, but not all",No,No,No,No,No,Yes,Yes,Yes,Yes,Yes,No,No,Yes,Yes,Yes,Yes,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.7,43.09,No,No,No,Yes,"Yes, received Tdap",No,Yes
+,27.46,,,,,,,Female,Age 70 to 74,,,,,,,,Montana,Poor,20.0,0.0,Within past year (anytime less than 12 months ago),Yes,5.0,All,No,Yes,No,No,Yes,No,Yes,Yes,Yes,Yes,No,No,No,Yes,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.6,70.31,No,No,No,Yes,"No, did not receive any tetanus shot in the past 10 years",No,Tested positive using home test without a health professional
+,23.03,,,,,,,Female,Age 70 to 74,,,,,,,,Michigan,Poor,30.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,No,No,No,Yes,No,No,No,No,No,No,No,No,No,Yes,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.6,58.97,Yes,No,Yes,Yes,"Yes, received Tdap",No,No
+,23.03,,,,,,,Female,Age 50 to 54,,,,,,,,Massachusetts,Poor,30.0,5.0,Within past year (anytime less than 12 months ago),No,10.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.6,58.97,No,No,No,No,"Yes, received tetanus shot but not sure what type",No,No
+,21.46,,,,,,,Female,Age 70 to 74,,,,,,,,Florida,Poor,8.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,"6 or more, but not all",Yes,Yes,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.63,56.7,No,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
+,36.61,,,,,,,Female,Age 55 to 59,,,,,,,,West Virginia,Poor,30.0,0.0,Within past 5 years (2 years but less than 5 years ago),Yes,11.0,"6 or more, but not all",No,No,No,No,No,No,Yes,No,Yes,Yes,No,Yes,No,Yes,No,Yes,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.65,99.79,No,No,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
+,27.99,,,,,,,Female,Age 55 to 59,,,,,,,,Kentucky,Poor,30.0,15.0,Within past year (anytime less than 12 months ago),Yes,12.0,"6 or more, but not all",No,No,No,Yes,No,Yes,Yes,No,Yes,No,No,No,Yes,Yes,No,Yes,Former smoker,Use them some days,No,"White only, Non-Hispanic",1.6,71.67,No,No,No,No,"Yes, received tetanus shot but not sure what type",No,No
+,34.01,,,,,,,Female,Age 45 to 49,,,,,,,,Vermont,Poor,14.0,2.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,Yes,No,No,No,No,No,No,,Yes,No,No,Yes,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.55,81.65,Yes,No,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
+,30.62,,,,,,,Female,Age 75 to 79,,,,,,,,New Hampshire,Poor,30.0,0.0,Within past 5 years (2 years but less than 5 years ago),No,4.0,None of them,No,No,No,Yes,No,Yes,Yes,Yes,Yes,Yes,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.65,83.46,No,No,Yes,Yes,"Yes, received Tdap",No,No
diff --git a/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_006/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_006_current.json b/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_006/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_006_current.json
index 00e425fc67b1d72e0bd9013257e0c852d731af21..66fda0777ef381dbd03f275b4a8bf1b8dc2e4d01 100644
--- a/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_006/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_006_current.json
+++ b/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_006/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_006_current.json
@@ -1,12049 +1,11849 @@
 {
-    "id": "006",
-    "task_type": "B4",
-    "subtask_type": "filter",
-    "perspective": "data_holder",
-    "dataset_name": "Indicators of Heart Disease (2022 UPDATE)",
-    "table_path": "output/medical/classification/Indicators of Heart Disease (2022 UPDATE)_B4/Indicators of Heart Disease (2022 UPDATE)_B4_006/test.csv",
-    "query": "I've uploaded our past BRFSS survey results. From respondents in the new batch who report being daily smokers, I want to shortlist those who still manage to maintain good general health for further behavioral research.",
-    "meta_info": {
-        "domain": "medical"
+  "id": "006",
+  "task_type": "B4",
+  "subtask_type": "filter",
+  "perspective": "data_holder",
+  "dataset_name": "Indicators of Heart Disease (2022 UPDATE)",
+  "table_path": "output/medical/classification/Indicators of Heart Disease (2022 UPDATE)_B4/Indicators of Heart Disease (2022 UPDATE)_B4_006/test.csv",
+  "query": "I've uploaded our past BRFSS survey results. From respondents in the new batch who report being daily smokers, I want to shortlist those who still manage to maintain good general health for further behavioral research.",
+  "meta_info": {
+    "domain": "medical"
+  },
+  "final_decision": {},
+  "what_if": {},
+  "ground_truth": {
+    "extracted_features": [
+      {
+        "scenario_id": "001",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 35.44,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 30.0,
+          "MentalHealth": 10.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "55-59",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Poor",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "002",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 44.63,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 55 to 59",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "South Dakota",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": 2.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "Yes",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": "Multiracial, Non-Hispanic",
+          "HeightInMeters": 1.63,
+          "WeightInKilograms": 117.93,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "004",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 20.36,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "Yes",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 2.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "70-74",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "Yes",
+          "KidneyDisease": "No",
+          "SkinCancer": "Yes",
+          "State": null,
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "005",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 21.02,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 1.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "18-24",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "006",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 30.34,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "35-39",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "007",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 25.09,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "40-44",
+          "Race": "Other",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "008",
+        "features": {
+          "HeartDisease": null,
+          "BMI": null,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 30 to 34",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Missouri",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 30.0,
+          "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 4.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "Yes",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.52,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "010",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 44.93,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Florida",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 5.0,
+          "MentalHealthDays": 10.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 10.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "Yes",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.65,
+          "WeightInKilograms": 122.47,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Tested positive using home test without a health professional"
+        }
+      },
+      {
+        "scenario_id": "011",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 29.12,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 70 to 74",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "New York",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.65,
+          "WeightInKilograms": 79.38,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "017",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 21.14,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 75 to 79",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Washington",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 15.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 5.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "Yes",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "Yes",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "Yes",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.7,
+          "WeightInKilograms": 61.23,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "024",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 24.75,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 70 to 74",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Hawaii",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 10.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 10.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.7,
+          "WeightInKilograms": 71.67,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "027",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 28.13,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 5.0,
+          "MentalHealth": 5.0,
+          "DiffWalking": "Yes",
+          "Sex": "Female",
+          "AgeCategory": "65-69",
+          "Race": "Black",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 6.0,
+          "Asthma": "Yes",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "028",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 24.28,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 75 to 79",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Vermont",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 3.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "Yes",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.7,
+          "WeightInKilograms": 70.31,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "030",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 32.5,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 70 to 74",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "West Virginia",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 5.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "Yes",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.55,
+          "WeightInKilograms": 78.02,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "032",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 29.29,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 55 to 59",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "New York",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "Hispanic",
+          "HeightInMeters": 1.55,
+          "WeightInKilograms": 70.31,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "034",
+        "features": {
+          "HeartDisease": null,
+          "BMI": null,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 40 to 44",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Florida",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 5.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "036",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 38.39,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 30.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "60-64",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "039",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 24.59,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Nevada",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 14.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": null,
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "Yes",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.7,
+          "WeightInKilograms": 71.21,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "041",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 27.41,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 80 or older",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Alabama",
+          "GeneralHealth": "Poor",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "Yes",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "Black only, Non-Hispanic",
+          "HeightInMeters": 1.7,
+          "WeightInKilograms": 79.38,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "042",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 34.37,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 55 to 59",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Iowa",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 1.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes every day",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.91,
+          "WeightInKilograms": 124.74,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "046",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 33.47,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 35 to 39",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Nebraska",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes some days",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.63,
+          "WeightInKilograms": 88.45,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "051",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 22.85,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 75 to 79",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Montana",
+          "GeneralHealth": "Poor",
+          "PhysicalHealthDays": 30.0,
+          "MentalHealthDays": 30.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "All",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "Yes",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.52,
+          "WeightInKilograms": 53.07,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "052",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 37.76,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 60 to 64",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "North Dakota",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 30.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "All",
+          "HadHeartAttack": "Yes",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "Yes",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.63,
+          "WeightInKilograms": 99.79,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "053",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 31.17,
+          "Smoking": "No",
+          "AlcoholDrinking": "Yes",
+          "Stroke": "No",
+          "PhysicalHealth": 2.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "40-44",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "059",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 24.72,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 55 to 59",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Pennsylvania",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "Yes",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes every day",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 2.03,
+          "WeightInKilograms": 102.06,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "061",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 35.87,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 45 to 49",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Wisconsin",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 10.0,
+          "MentalHealthDays": 5.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "Yes",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.78,
+          "WeightInKilograms": 113.4,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "067",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 28.35,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 80 or older",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Washington",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.57,
+          "WeightInKilograms": 70.31,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "068",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 31.09,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 70 to 74",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Vermont",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.57,
+          "WeightInKilograms": 77.11,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "070",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 28.34,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 70 to 74",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Massachusetts",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 15.0,
+          "MentalHealthDays": 10.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.55,
+          "WeightInKilograms": 68.04,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "072",
+        "features": {
+          "HeartDisease": null,
+          "BMI": null,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": null,
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Missouri",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 7.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 5.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "075",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 54.82,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "Yes",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "50-54",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "078",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 44.29,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 5.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "35-39",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "No",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "079",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 27.05,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 1.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "45-49",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "080",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 24.8,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 35 to 39",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Minnesota",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 30.0,
+          "MentalHealthDays": 30.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 5.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.6,
+          "WeightInKilograms": 63.5,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "082",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 25.09,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 70 to 74",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "West Virginia",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.83,
+          "WeightInKilograms": 83.91,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "085",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 21.03,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 18 to 24",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Hawaii",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 3.0,
+          "MentalHealthDays": 12.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Use them some days",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.57,
+          "WeightInKilograms": 52.16,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "087",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 25.32,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 3.0,
+          "MentalHealth": 2.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "55-59",
+          "Race": "White",
+          "Diabetic": "Yes",
+          "PhysicalActivity": "No",
+          "SleepTime": 6.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "091",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 22.31,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "80 or older",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "Yes",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "095",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 21.79,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 45 to 49",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Vermont",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.68,
+          "WeightInKilograms": 61.23,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "097",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 28.12,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 70 to 74",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Florida",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 30.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "Yes",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "Yes",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.93,
+          "WeightInKilograms": 104.78,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "099",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 23.57,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 18 to 24",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Missouri",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 14.0,
+          "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Black only, Non-Hispanic",
+          "HeightInMeters": 1.73,
+          "WeightInKilograms": 70.31,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "100",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 27.26,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 30 to 34",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Montana",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 30.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "Yes",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "Yes",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes every day",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.78,
+          "WeightInKilograms": 86.18,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "102",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 32.11,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 70 to 74",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "South Dakota",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.7,
+          "WeightInKilograms": 92.99,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "103",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 49.78,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 35 to 39",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "California",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 15.0,
+          "MentalHealthDays": 7.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "Multiracial, Non-Hispanic",
+          "HeightInMeters": 1.63,
+          "WeightInKilograms": 131.54,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "104",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 29.18,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 70 to 74",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Idaho",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 3.0,
+          "MentalHealthDays": 1.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "Yes",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "Yes",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.63,
+          "WeightInKilograms": 77.11,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "105",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 27.44,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "70-74",
+          "Race": "Hispanic",
+          "Diabetic": "No",
+          "PhysicalActivity": "No",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "109",
+        "features": {
+          "HeartDisease": "Yes",
+          "BMI": 28.63,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 10.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "Yes",
+          "Sex": "Male",
+          "AgeCategory": "55-59",
+          "Race": "White",
+          "Diabetic": "Yes",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 6.0,
+          "Asthma": "Yes",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "111",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 22.96,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 80 or older",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Washington",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 14.0,
+          "MentalHealthDays": 5.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "Yes",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.78,
+          "WeightInKilograms": 72.57,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "115",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 31.38,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 55 to 59",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Kansas",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "Yes",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "Yes",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.8,
+          "WeightInKilograms": 102.06,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "119",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 21.7,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "75-79",
+          "Race": "Hispanic",
+          "Diabetic": "Yes",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "121",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 27.71,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 45 to 49",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Maine",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes every day",
+          "ECigaretteUsage": "Use them some days",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.85,
+          "WeightInKilograms": 95.25,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "122",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 31.71,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 75 to 79",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Colorado",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 30.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 5.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes every day",
+          "ECigaretteUsage": "Use them some days",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.6,
+          "WeightInKilograms": 81.19,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "130",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 26.61,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 75 to 79",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Idaho",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 7.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.73,
+          "WeightInKilograms": 79.38,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "134",
+        "features": {
+          "HeartDisease": null,
+          "BMI": null,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 75 to 79",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Arizona",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "135",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 25.84,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "45-49",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "142",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 28.19,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "Yes",
+          "PhysicalHealth": 5.0,
+          "MentalHealth": 10.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "30-34",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "143",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 28.29,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Kansas",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.65,
+          "WeightInKilograms": 77.11,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "153",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 23.17,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 1.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "30-34",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "156",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 29.84,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "45-49",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "158",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 38.52,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 18 to 24",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Nevada",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 3.0,
+          "MentalHealthDays": 3.0,
+          "LastCheckupTime": "5 or more years ago",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 5.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.88,
+          "WeightInKilograms": 136.08,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "159",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 25.4,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 30.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "Yes",
+          "Sex": "Female",
+          "AgeCategory": "75-79",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "160",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 26.63,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 35 to 39",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "South Dakota",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 10.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Other race only, Non-Hispanic",
+          "HeightInMeters": 1.65,
+          "WeightInKilograms": 72.57,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "163",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 19.77,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 2.0,
+          "MentalHealth": 10.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "18-24",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "164",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 36.18,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 7.0,
+          "DiffWalking": "Yes",
+          "Sex": "Male",
+          "AgeCategory": "45-49",
+          "Race": "Other",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "168",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 33.09,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 40 to 44",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Mississippi",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Use them some days",
+          "ChestScan": null,
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.68,
+          "WeightInKilograms": 92.99,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "170",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 19.67,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 35 to 39",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Wisconsin",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "5 or more years ago",
+          "PhysicalActivities": "No",
+          "SleepHours": 5.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.83,
+          "WeightInKilograms": 65.77,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "171",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 25.83,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 35 to 39",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Alabama",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 2.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 5.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.78,
+          "WeightInKilograms": 81.65,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "Yes",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "172",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 28.31,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Maryland",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 5.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "Yes",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.8,
+          "WeightInKilograms": 92.08,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "174",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 17.63,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 70 to 74",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Colorado",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 5.0,
+          "RemovedTeeth": "All",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "Yes",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes every day",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.83,
+          "WeightInKilograms": 58.97,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "176",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 28.23,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 50 to 54",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Alabama",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.85,
+          "WeightInKilograms": 97.07,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "178",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 30.41,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "Yes",
+          "Stroke": "No",
+          "PhysicalHealth": 1.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "50-54",
+          "Race": "White",
+          "Diabetic": "Yes",
+          "PhysicalActivity": "No",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "179",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 43.75,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Missouri",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "Yes",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "Black only, Non-Hispanic",
+          "HeightInMeters": 1.91,
+          "WeightInKilograms": 158.76,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "180",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 34.46,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 80 or older",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Massachusetts",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 1.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "Yes",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "Yes",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.7,
+          "WeightInKilograms": 99.79,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "186",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 21.89,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "40-44",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "187",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 27.02,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "35-39",
+          "Race": "American Indian/Alaskan Native",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "Yes",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "199",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 24.03,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 18 to 24",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Virginia",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 6.0,
+          "MentalHealthDays": 14.0,
+          "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 11.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Other race only, Non-Hispanic",
+          "HeightInMeters": 1.63,
+          "WeightInKilograms": 63.5,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "205",
+        "features": {
+          "HeartDisease": null,
+          "BMI": null,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 75 to 79",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Utah",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": null,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.52,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "209",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 28.15,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 70 to 74",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Colorado",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.63,
+          "WeightInKilograms": 74.39,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "211",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 20.53,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 50 to 54",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Michigan",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 5.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 5.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.73,
+          "WeightInKilograms": 61.23,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "212",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 25.84,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Washington",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes every day",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.75,
+          "WeightInKilograms": 79.38,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "218",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 21.93,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 80 or older",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Connecticut",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 9.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "Yes",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.7,
+          "WeightInKilograms": 63.5,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "223",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 28.34,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "Yes",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 15.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "40-44",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "226",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 30.68,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "25-29",
+          "Race": "Hispanic",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "227",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 31.01,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 50 to 54",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Arkansas",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 1.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 5.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "Yes",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.75,
+          "WeightInKilograms": 95.25,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "231",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 24.11,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 2.0,
+          "MentalHealth": 5.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "18-24",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "232",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 23.01,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 25 to 29",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "New York",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.8,
+          "WeightInKilograms": 74.84,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "234",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 27.26,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 50 to 54",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Vermont",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "Yes",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Other race only, Non-Hispanic",
+          "HeightInMeters": 1.78,
+          "WeightInKilograms": 86.18,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "245",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 24.41,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 60 to 64",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Maryland",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "Yes",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes every day",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": null,
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.83,
+          "WeightInKilograms": 81.65,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "248",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 48.71,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 70 to 74",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "West Virginia",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 10.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "All",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.6,
+          "WeightInKilograms": 124.74,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "249",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 28.25,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Washington",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Other race only, Non-Hispanic",
+          "HeightInMeters": 1.68,
+          "WeightInKilograms": 79.38,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "251",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 30.13,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 70 to 74",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Maine",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "Yes",
+          "HadAngina": "Yes",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.78,
+          "WeightInKilograms": 95.25,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "252",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 42.57,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 45 to 49",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Minnesota",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 30.0,
+          "MentalHealthDays": 15.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No, pre-diabetes or borderline diabetes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "Yes",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes every day",
+          "ECigaretteUsage": "Use them some days",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.73,
+          "WeightInKilograms": 127.01,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "257",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 19.67,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 18 to 24",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Ohio",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.83,
+          "WeightInKilograms": 65.77,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "258",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 30.81,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 50 to 54",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Minnesota",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 5.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "Yes",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes every day",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.88,
+          "WeightInKilograms": 108.86,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "263",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 22.71,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 5.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "35-39",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "No",
+          "SleepTime": 5.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "264",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 23.06,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 18 to 24",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Nebraska",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 4.0,
+          "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.83,
+          "WeightInKilograms": 77.11,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "265",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 22.92,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 80 or older",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Wyoming",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.68,
+          "WeightInKilograms": 64.41,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "267",
+        "features": {
+          "HeartDisease": null,
+          "BMI": null,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 75 to 79",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Maryland",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 2.0,
+          "MentalHealthDays": 10.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "268",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 22.96,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "65-69",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "272",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 24.33,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 2.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "35-39",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "275",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 27.27,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 70 to 74",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Virginia",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 7.0,
+          "RemovedTeeth": null,
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "Yes",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "Yes",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.96,
+          "WeightInKilograms": 104.33,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "276",
+        "features": {
+          "HeartDisease": "Yes",
+          "BMI": 27.44,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "80 or older",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 6.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "277",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 29.03,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 40 to 44",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Texas",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 30.0,
+          "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 4.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "Yes",
+          "HadAngina": "Yes",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "Yes",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "Yes",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "Yes",
+          "SmokerStatus": "Current smoker - now smokes every day",
+          "ECigaretteUsage": "Use them some days",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.85,
+          "WeightInKilograms": 99.79,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "279",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 31.31,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Minnesota",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 15.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.5,
+          "WeightInKilograms": 70.31,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "281",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 21.63,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 80 or older",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Ohio",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 6.0,
+          "MentalHealthDays": null,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.65,
+          "WeightInKilograms": 58.97,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "283",
+        "features": {
+          "HeartDisease": null,
+          "BMI": null,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 55 to 59",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Tennessee",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 1.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": "Black only, Non-Hispanic",
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "285",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 25.58,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 15.0,
+          "MentalHealth": 15.0,
+          "DiffWalking": "Yes",
+          "Sex": "Female",
+          "AgeCategory": "75-79",
+          "Race": "American Indian/Alaskan Native",
+          "Diabetic": "Yes",
+          "PhysicalActivity": "No",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "288",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 34.01,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "Yes",
+          "Sex": "Female",
+          "AgeCategory": "80 or older",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "No",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "293",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 28.32,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 80 or older",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Nebraska",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "Yes",
+          "HadCOPD": "Yes",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "Yes",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "Yes",
+          "DifficultyErrands": "Yes",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.52,
+          "WeightInKilograms": 65.77,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "295",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 35.15,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 55 to 59",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Indiana",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": 1.52,
+          "WeightInKilograms": 81.65,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": null,
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "296",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 42.77,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 35 to 39",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Florida",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 1.0,
+          "MentalHealthDays": 4.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.68,
+          "WeightInKilograms": 120.2,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": null,
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "297",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 28.7,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 1.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "80 or older",
+          "Race": "Hispanic",
+          "Diabetic": "Yes",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "298",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 23.99,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 80 or older",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "New Hampshire",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "Yes",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.8,
+          "WeightInKilograms": 78.02,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "306",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 21.52,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 60 to 64",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Washington",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 14.0,
+          "MentalHealthDays": 5.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "Yes",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.78,
+          "WeightInKilograms": 68.04,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "307",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 28.8,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 30 to 34",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Nebraska",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.75,
+          "WeightInKilograms": 88.45,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "310",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 32.08,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 1.0,
+          "MentalHealth": 3.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "18-24",
+          "Race": "Black",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 6.0,
+          "Asthma": "Yes",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "313",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 19.37,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 45 to 49",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Rhode Island",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 7.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 4.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No, pre-diabetes or borderline diabetes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes every day",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.68,
+          "WeightInKilograms": 54.43,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "315",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 31.19,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 70 to 74",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Colorado",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "All",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No, pre-diabetes or borderline diabetes",
+          "DeafOrHardOfHearing": "Yes",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": 1.83,
+          "WeightInKilograms": 104.33,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "318",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 29.23,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 55 to 59",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Indiana",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.6,
+          "WeightInKilograms": 74.84,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": null,
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "319",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 29.69,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 75 to 79",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "New York",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 2.0,
+          "MentalHealthDays": 3.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.5,
+          "WeightInKilograms": 66.68,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Tested positive using home test without a health professional"
+        }
+      },
+      {
+        "scenario_id": "326",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 26.89,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 75 to 79",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Puerto Rico",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Hispanic",
+          "HeightInMeters": 1.57,
+          "WeightInKilograms": 66.68,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "327",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 22.96,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 80 or older",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Arizona",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "Yes",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.78,
+          "WeightInKilograms": 72.57,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "328",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 21.7,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 40 to 44",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Georgia",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "Black only, Non-Hispanic",
+          "HeightInMeters": 1.83,
+          "WeightInKilograms": 72.57,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "329",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 27.89,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Alaska",
+          "GeneralHealth": "Poor",
+          "PhysicalHealthDays": 30.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.8,
+          "WeightInKilograms": 90.72,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "332",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 34.95,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "55-59",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "Yes",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "335",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 31.53,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 3.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "60-64",
+          "Race": "Hispanic",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "Yes",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "336",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 25.66,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "70-74",
+          "Race": "Black",
+          "Diabetic": "Yes",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "338",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 33.0,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 1.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "70-74",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 5.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "340",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 20.09,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 4.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "30-34",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 6.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "341",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 25.42,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 40 to 44",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Nevada",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 30.0,
+          "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 4.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "Yes",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes some days",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Hispanic",
+          "HeightInMeters": 1.57,
+          "WeightInKilograms": 63.05,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "343",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 30.41,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 75 to 79",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Kansas",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.73,
+          "WeightInKilograms": 90.72,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "344",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 38.41,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "Yes",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 14.0,
+          "DiffWalking": "Yes",
+          "Sex": "Male",
+          "AgeCategory": "65-69",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "347",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 20.41,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "70-74",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "351",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 25.84,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 25 to 29",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Massachusetts",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 1.0,
+          "LastCheckupTime": "5 or more years ago",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "Other race only, Non-Hispanic",
+          "HeightInMeters": 1.75,
+          "WeightInKilograms": 79.38,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "352",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 27.8,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 70 to 74",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "New Hampshire",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.83,
+          "WeightInKilograms": 92.99,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "353",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 19.94,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 55 to 59",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Pennsylvania",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 9.0,
+          "RemovedTeeth": "All",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "Yes",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes every day",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.75,
+          "WeightInKilograms": 61.23,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "358",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 24.13,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 80 or older",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Texas",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.65,
+          "WeightInKilograms": 65.77,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "359",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 24.28,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 2.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "65-69",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "361",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 28.7,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 60 to 64",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Minnesota",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "Yes",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.6,
+          "WeightInKilograms": 73.48,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "363",
+        "features": {
+          "HeartDisease": "Yes",
+          "BMI": 23.74,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "65-69",
+          "Race": "Black",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 6.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "364",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 45.76,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "Yes",
+          "Sex": "Female",
+          "AgeCategory": "55-59",
+          "Race": "Hispanic",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "366",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 29.86,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 4.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "60-64",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "367",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 26.54,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "75-79",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "No",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "368",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 24.96,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 3.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "25-29",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "Yes",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "369",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 23.43,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 60 to 64",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Washington",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "Yes",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.8,
+          "WeightInKilograms": 76.2,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Tested positive using home test without a health professional"
+        }
+      },
+      {
+        "scenario_id": "370",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 23.63,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 50 to 54",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Wyoming",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 3.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "5 or more years ago",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.75,
+          "WeightInKilograms": 72.57,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "371",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 31.01,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 50 to 54",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "North Dakota",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "5 or more years ago",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.75,
+          "WeightInKilograms": 95.25,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "374",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 23.4,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "60-64",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "377",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 29.05,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 40 to 44",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Michigan",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 1.0,
+          "MentalHealthDays": 3.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Other race only, Non-Hispanic",
+          "HeightInMeters": 1.68,
+          "WeightInKilograms": 81.65,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "378",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 23.06,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "30-34",
+          "Race": "Black",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "379",
+        "features": {
+          "HeartDisease": null,
+          "BMI": null,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 40 to 44",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Washington",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 1.0,
+          "MentalHealthDays": 2.0,
+          "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.7,
+          "WeightInKilograms": 90.72,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "Yes",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "382",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 28.25,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "60-64",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 9.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "383",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 25.77,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 75 to 79",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Kansas",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 30.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 5.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.83,
+          "WeightInKilograms": 86.18,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "384",
+        "features": {
+          "HeartDisease": null,
+          "BMI": "33.89",
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "New Hampshire",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": "1.0",
+          "MentalHealthDays": "2.0",
+          "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": "7.0",
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": "1.68",
+          "WeightInKilograms": "95.25",
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "385",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 23.38,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 80 or older",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Massachusetts",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "Yes",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "Yes",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.6,
+          "WeightInKilograms": 59.87,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "386",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 22.31,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "18-24",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "387",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 22.32,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 70 to 74",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Colorado",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 1.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": null,
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.8,
+          "WeightInKilograms": 72.57,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "391",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 27.26,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 75 to 79",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "California",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 5.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes every day",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.78,
+          "WeightInKilograms": 86.18,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "392",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 35.15,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "Yes",
+          "Sex": "Female",
+          "AgeCategory": "80 or older",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "No",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "Yes",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "400",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 34.33,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 75 to 79",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Maine",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "All",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": null,
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "Yes",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": 1.63,
+          "WeightInKilograms": 90.72,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "402",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 22.31,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Nebraska",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 5.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.63,
+          "WeightInKilograms": 58.97,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "404",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 26.61,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 80 or older",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "California",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 20.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": null,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": null,
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": null,
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "Yes",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "Yes",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": null,
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.73,
+          "WeightInKilograms": 79.38,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": null,
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "410",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 26.96,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "40-44",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "Yes",
+          "State": null,
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "411",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 32.28,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "60-64",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "413",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 28.34,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 70 to 74",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Rhode Island",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 5.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes every day",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.6,
+          "WeightInKilograms": 72.57,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "417",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 33.47,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 75 to 79",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Kansas",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 15.0,
+          "MentalHealthDays": 15.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 9.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "Yes",
+          "HadAngina": "Yes",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "Yes",
+          "BlindOrVisionDifficulty": "Yes",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "Yes",
+          "DifficultyErrands": "Yes",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.8,
+          "WeightInKilograms": 108.86,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "421",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 23.75,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 25 to 29",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Ohio",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 3.0,
+          "MentalHealthDays": 2.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Use them every day",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.88,
+          "WeightInKilograms": 83.91,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "426",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 25.83,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Iowa",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.78,
+          "WeightInKilograms": 81.65,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Tested positive using home test without a health professional"
+        }
+      },
+      {
+        "scenario_id": "430",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 23.72,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 18 to 24",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Missouri",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": 1.73,
+          "WeightInKilograms": 70.76,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "432",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 31.01,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "Yes",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "50-54",
+          "Race": "Hispanic",
+          "Diabetic": "No",
+          "PhysicalActivity": "No",
+          "SleepTime": 6.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "433",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 36.85,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 35 to 39",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Arkansas",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 2.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.6,
+          "WeightInKilograms": 94.35,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "439",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 27.46,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 60 to 64",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Indiana",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes every day",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.65,
+          "WeightInKilograms": 74.84,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "440",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 37.59,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Wisconsin",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 3.0,
+          "MentalHealthDays": 30.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 12.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "Yes",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes some days",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.7,
+          "WeightInKilograms": 108.86,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "441",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 24.37,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "35-39",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "Yes",
+          "State": null,
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "448",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 27.71,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Maine",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "Yes",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.85,
+          "WeightInKilograms": 95.25,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "449",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 30.9,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 25 to 29",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Montana",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 10.0,
+          "MentalHealthDays": 5.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Other race only, Non-Hispanic",
+          "HeightInMeters": 1.63,
+          "WeightInKilograms": 81.65,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "450",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 18.65,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 45 to 49",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "California",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 5.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "Yes",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes every day",
+          "ECigaretteUsage": "Use them every day",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.78,
+          "WeightInKilograms": 58.97,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "451",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 28.48,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 25 to 29",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Texas",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": null,
+          "PhysicalActivities": "No",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes every day",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.83,
+          "WeightInKilograms": 95.25,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "Yes",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "454",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 35.95,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 75 to 79",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Washington",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "Yes",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.88,
+          "WeightInKilograms": 127.01,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "456",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 42.05,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 50 to 54",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "California",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 15.0,
+          "MentalHealthDays": 10.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "Yes",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.63,
+          "WeightInKilograms": 111.13,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "457",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 24.21,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "Yes",
+          "Sex": "Female",
+          "AgeCategory": "80 or older",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "No",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "458",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 46.79,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 30.0,
+          "MentalHealth": 3.0,
+          "DiffWalking": "Yes",
+          "Sex": "Male",
+          "AgeCategory": "55-59",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "No",
+          "SleepTime": 4.0,
+          "Asthma": "Yes",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "460",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 32.89,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "75-79",
+          "Race": "Asian",
+          "Diabetic": "Yes",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "Yes",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "461",
+        "features": {
+          "HeartDisease": "Yes",
+          "BMI": 29.12,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 5.0,
+          "MentalHealth": 1.0,
+          "DiffWalking": "Yes",
+          "Sex": "Female",
+          "AgeCategory": "50-54",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 4.0,
+          "Asthma": "Yes",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "466",
+        "features": {
+          "HeartDisease": null,
+          "BMI": null,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Ohio",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "All",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "467",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 21.87,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "New York",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 2.0,
+          "MentalHealthDays": 4.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 5.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": null,
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "Yes",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.52,
+          "WeightInKilograms": 50.8,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": null,
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "472",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 33.54,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 55 to 59",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "New Mexico",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "Yes",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Hispanic",
+          "HeightInMeters": 1.45,
+          "WeightInKilograms": 70.31,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "473",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 22.31,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 18 to 24",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Connecticut",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Other race only, Non-Hispanic",
+          "HeightInMeters": 1.63,
+          "WeightInKilograms": 58.97,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": null,
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "474",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 27.81,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 60 to 64",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "South Carolina",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 14.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 5.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "Yes",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes every day",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.63,
+          "WeightInKilograms": 73.48,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "476",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 22.6,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Wisconsin",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Hispanic",
+          "HeightInMeters": 1.68,
+          "WeightInKilograms": 63.5,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "477",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 22.43,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 70 to 74",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Colorado",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 30.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "Yes",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "Yes",
+          "DifficultyErrands": "Yes",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.85,
+          "WeightInKilograms": 77.11,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "482",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 27.46,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 55 to 59",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Puerto Rico",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 6.0,
+          "MentalHealthDays": 6.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": null,
+          "HadDiabetes": "No, pre-diabetes or borderline diabetes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Hispanic",
+          "HeightInMeters": 1.63,
+          "WeightInKilograms": 72.57,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "483",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 27.26,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 18 to 24",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Rhode Island",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 4.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Hispanic",
+          "HeightInMeters": 1.78,
+          "WeightInKilograms": 86.18,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "484",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 24.69,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 55 to 59",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Maryland",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 3.0,
+          "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.57,
+          "WeightInKilograms": 61.23,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "487",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 37.11,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 40 to 44",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "New York",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 7.0,
+          "MentalHealthDays": 30.0,
+          "LastCheckupTime": "5 or more years ago",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.52,
+          "WeightInKilograms": 86.18,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "491",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 38.01,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "35-39",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "496",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 20.2,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 55 to 59",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Alabama",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 2.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.7,
+          "WeightInKilograms": 58.51,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "497",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 20.51,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "West Virginia",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes every day",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.52,
+          "WeightInKilograms": 47.63,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "498",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 25.77,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "40-44",
+          "Race": "Hispanic",
+          "Diabetic": "No",
+          "PhysicalActivity": "No",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "499",
+        "features": {
+          "HeartDisease": "Yes",
+          "BMI": 34.87,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 3.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "Yes",
+          "Sex": "Male",
+          "AgeCategory": "65-69",
+          "Race": "White",
+          "Diabetic": "Yes",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 6.0,
+          "Asthma": "No",
+          "KidneyDisease": "Yes",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      }
+    ],
+    "target_column": "GeneralHealth",
+    "task_sub_type": "classification",
+    "ranking_ground_truth": {
+      "top_k_ids": [
+        "042",
+        "121",
+        "122",
+        "174",
+        "212",
+        "245",
+        "258",
+        "277",
+        "313",
+        "353",
+        "391",
+        "439",
+        "450",
+        "474",
+        "497"
+      ]
     },
-    "final_decision": {},
-    "what_if": {},
-    "ground_truth": {
-        "extracted_features": [
-            {
-                "scenario_id": "001",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 35.44,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 30.0,
-                    "MentalHealth": 10.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "55-59",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Poor",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "002",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 44.63,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 55 to 59",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "South Dakota",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": 2.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "Yes",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": "Multiracial, Non-Hispanic",
-                    "HeightInMeters": 1.63,
-                    "WeightInKilograms": 117.93,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "004",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 20.36,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "Yes",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 2.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "70-74",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Excellent",
-                    "SleepTime": 8.0,
-                    "Asthma": "Yes",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "Yes",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "005",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 21.02,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 1.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "18-24",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "006",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 30.34,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "35-39",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "007",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 25.09,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "40-44",
-                    "Race": "Other",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "008",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": null,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 30 to 34",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Missouri",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 30.0,
-                    "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 4.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "Yes",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.52,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "010",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 44.93,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Florida",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 5.0,
-                    "MentalHealthDays": 10.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 10.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "Yes",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.65,
-                    "WeightInKilograms": 122.47,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Tested positive using home test without a health professional"
-                }
-            },
-            {
-                "scenario_id": "011",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 29.12,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 70 to 74",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "New York",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.65,
-                    "WeightInKilograms": 79.38,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "017",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 21.14,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 75 to 79",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Washington",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 15.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 5.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "Yes",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "Yes",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "Yes",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.7,
-                    "WeightInKilograms": 61.23,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "024",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 24.75,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 70 to 74",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Hawaii",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 10.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 10.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.7,
-                    "WeightInKilograms": 71.67,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "027",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 28.13,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 5.0,
-                    "MentalHealth": 5.0,
-                    "DiffWalking": "Yes",
-                    "Sex": "Female",
-                    "AgeCategory": "65-69",
-                    "Race": "Black",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Fair",
-                    "SleepTime": 6.0,
-                    "Asthma": "Yes",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "028",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 24.28,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 75 to 79",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Vermont",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 3.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "Yes",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.7,
-                    "WeightInKilograms": 70.31,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "030",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 32.5,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 70 to 74",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "West Virginia",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 5.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "Yes",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.55,
-                    "WeightInKilograms": 78.02,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "032",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 29.29,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 55 to 59",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "New York",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "Hispanic",
-                    "HeightInMeters": 1.55,
-                    "WeightInKilograms": 70.31,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "034",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": null,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 40 to 44",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Florida",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 5.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "036",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 38.39,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 30.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "60-64",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Excellent",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "039",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 24.59,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Nevada",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 14.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "Yes",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.7,
-                    "WeightInKilograms": 71.21,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "041",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 27.41,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 80 or older",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Alabama",
-                    "GeneralHealth": "Poor",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "Yes",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "Black only, Non-Hispanic",
-                    "HeightInMeters": 1.7,
-                    "WeightInKilograms": 79.38,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "042",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 34.37,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 55 to 59",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Iowa",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 1.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes every day",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.91,
-                    "WeightInKilograms": 124.74,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "046",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 33.47,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 35 to 39",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Nebraska",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes some days",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.63,
-                    "WeightInKilograms": 88.45,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "051",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 22.85,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 75 to 79",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Montana",
-                    "GeneralHealth": "Poor",
-                    "PhysicalHealthDays": 30.0,
-                    "MentalHealthDays": 30.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "All",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "Yes",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.52,
-                    "WeightInKilograms": 53.07,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "052",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 37.76,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 60 to 64",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "North Dakota",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 30.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "All",
-                    "HadHeartAttack": "Yes",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "Yes",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.63,
-                    "WeightInKilograms": 99.79,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "053",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 31.17,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "Yes",
-                    "Stroke": "No",
-                    "PhysicalHealth": 2.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "40-44",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "059",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 24.72,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 55 to 59",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Pennsylvania",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "Yes",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes every day",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 2.03,
-                    "WeightInKilograms": 102.06,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "061",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 35.87,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 45 to 49",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Wisconsin",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 10.0,
-                    "MentalHealthDays": 5.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "Yes",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.78,
-                    "WeightInKilograms": 113.4,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "067",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 28.35,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 80 or older",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Washington",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.57,
-                    "WeightInKilograms": 70.31,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "068",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 31.09,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 70 to 74",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Vermont",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.57,
-                    "WeightInKilograms": 77.11,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "070",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 28.34,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 70 to 74",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Massachusetts",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 15.0,
-                    "MentalHealthDays": 10.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.55,
-                    "WeightInKilograms": 68.04,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "072",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": null,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": null,
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Missouri",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 7.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 5.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "075",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 54.82,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "Yes",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "50-54",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "078",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 44.29,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 5.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "35-39",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "No",
-                    "GenHealth": "Very good",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "079",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 27.05,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 1.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "45-49",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "080",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 24.8,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 35 to 39",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Minnesota",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 30.0,
-                    "MentalHealthDays": 30.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 5.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.6,
-                    "WeightInKilograms": 63.5,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "082",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 25.09,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 70 to 74",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "West Virginia",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.83,
-                    "WeightInKilograms": 83.91,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "085",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 21.03,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 18 to 24",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Hawaii",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 3.0,
-                    "MentalHealthDays": 12.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Use them some days",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.57,
-                    "WeightInKilograms": 52.16,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "087",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 25.32,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 3.0,
-                    "MentalHealth": 2.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "55-59",
-                    "Race": "White",
-                    "Diabetic": "Yes",
-                    "PhysicalActivity": "No",
-                    "GenHealth": "Fair",
-                    "SleepTime": 6.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "091",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 22.31,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "80 or older",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "Yes",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "095",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 21.79,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 45 to 49",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Vermont",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.68,
-                    "WeightInKilograms": 61.23,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "097",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 28.12,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 70 to 74",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Florida",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 30.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "Yes",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "Yes",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.93,
-                    "WeightInKilograms": 104.78,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "099",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 23.57,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 18 to 24",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Missouri",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 14.0,
-                    "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Black only, Non-Hispanic",
-                    "HeightInMeters": 1.73,
-                    "WeightInKilograms": 70.31,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "100",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 27.26,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 30 to 34",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Montana",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 30.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "Yes",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "Yes",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes every day",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.78,
-                    "WeightInKilograms": 86.18,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "102",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 32.11,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 70 to 74",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "South Dakota",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.7,
-                    "WeightInKilograms": 92.99,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "103",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 49.78,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 35 to 39",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "California",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 15.0,
-                    "MentalHealthDays": 7.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "Multiracial, Non-Hispanic",
-                    "HeightInMeters": 1.63,
-                    "WeightInKilograms": 131.54,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "104",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 29.18,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 70 to 74",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Idaho",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 3.0,
-                    "MentalHealthDays": 1.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "Yes",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "Yes",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.63,
-                    "WeightInKilograms": 77.11,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "105",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 27.44,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "70-74",
-                    "Race": "Hispanic",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "No",
-                    "GenHealth": "Excellent",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "109",
-                "features": {
-                    "HeartDisease": "Yes",
-                    "BMI": 28.63,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 10.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "Yes",
-                    "Sex": "Male",
-                    "AgeCategory": "55-59",
-                    "Race": "White",
-                    "Diabetic": "Yes",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 6.0,
-                    "Asthma": "Yes",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "111",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 22.96,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 80 or older",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Washington",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 14.0,
-                    "MentalHealthDays": 5.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "Yes",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.78,
-                    "WeightInKilograms": 72.57,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "115",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 31.38,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 55 to 59",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Kansas",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "Yes",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "Yes",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.8,
-                    "WeightInKilograms": 102.06,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "119",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 21.7,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "75-79",
-                    "Race": "Hispanic",
-                    "Diabetic": "Yes",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Fair",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "121",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 27.71,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 45 to 49",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Maine",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes every day",
-                    "ECigaretteUsage": "Use them some days",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.85,
-                    "WeightInKilograms": 95.25,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "122",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 31.71,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 75 to 79",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Colorado",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 30.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 5.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes every day",
-                    "ECigaretteUsage": "Use them some days",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.6,
-                    "WeightInKilograms": 81.19,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "130",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 26.61,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 75 to 79",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Idaho",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 7.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.73,
-                    "WeightInKilograms": 79.38,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "134",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": null,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 75 to 79",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Arizona",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "135",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 25.84,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "45-49",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "142",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 28.19,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "Yes",
-                    "PhysicalHealth": 5.0,
-                    "MentalHealth": 10.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "30-34",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "143",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 28.29,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Kansas",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.65,
-                    "WeightInKilograms": 77.11,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "153",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 23.17,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 1.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "30-34",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "156",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 29.84,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "45-49",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Excellent",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "158",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 38.52,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 18 to 24",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Nevada",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 3.0,
-                    "MentalHealthDays": 3.0,
-                    "LastCheckupTime": "5 or more years ago",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 5.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.88,
-                    "WeightInKilograms": 136.08,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "159",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 25.4,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 30.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "Yes",
-                    "Sex": "Female",
-                    "AgeCategory": "75-79",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "160",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 26.63,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 35 to 39",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "South Dakota",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 10.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Other race only, Non-Hispanic",
-                    "HeightInMeters": 1.65,
-                    "WeightInKilograms": 72.57,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "163",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 19.77,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 2.0,
-                    "MentalHealth": 10.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "18-24",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Excellent",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "164",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 36.18,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 7.0,
-                    "DiffWalking": "Yes",
-                    "Sex": "Male",
-                    "AgeCategory": "45-49",
-                    "Race": "Other",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Excellent",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "168",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 33.09,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 40 to 44",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Mississippi",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Use them some days",
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.68,
-                    "WeightInKilograms": 92.99,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "170",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 19.67,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 35 to 39",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Wisconsin",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "5 or more years ago",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 5.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.83,
-                    "WeightInKilograms": 65.77,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "171",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 25.83,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 35 to 39",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Alabama",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 2.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 5.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.78,
-                    "WeightInKilograms": 81.65,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "Yes",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "172",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 28.31,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Maryland",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 5.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "Yes",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.8,
-                    "WeightInKilograms": 92.08,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "174",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 17.63,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 70 to 74",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Colorado",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 5.0,
-                    "RemovedTeeth": "All",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "Yes",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes every day",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.83,
-                    "WeightInKilograms": 58.97,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "176",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 28.23,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 50 to 54",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Alabama",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.85,
-                    "WeightInKilograms": 97.07,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "178",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 30.41,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "Yes",
-                    "Stroke": "No",
-                    "PhysicalHealth": 1.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "50-54",
-                    "Race": "White",
-                    "Diabetic": "Yes",
-                    "PhysicalActivity": "No",
-                    "GenHealth": "Very good",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "179",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 43.75,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Missouri",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "Yes",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "Black only, Non-Hispanic",
-                    "HeightInMeters": 1.91,
-                    "WeightInKilograms": 158.76,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "180",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 34.46,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 80 or older",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Massachusetts",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 1.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "Yes",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "Yes",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.7,
-                    "WeightInKilograms": 99.79,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "186",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 21.89,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "40-44",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "187",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 27.02,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "35-39",
-                    "Race": "American Indian/Alaskan Native",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Excellent",
-                    "SleepTime": 8.0,
-                    "Asthma": "Yes",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "199",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 24.03,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 18 to 24",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Virginia",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 6.0,
-                    "MentalHealthDays": 14.0,
-                    "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 11.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Other race only, Non-Hispanic",
-                    "HeightInMeters": 1.63,
-                    "WeightInKilograms": 63.5,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "205",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": null,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 75 to 79",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Utah",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": null,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.52,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "209",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 28.15,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 70 to 74",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Colorado",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.63,
-                    "WeightInKilograms": 74.39,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "211",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 20.53,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 50 to 54",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Michigan",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 5.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 5.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.73,
-                    "WeightInKilograms": 61.23,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "212",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 25.84,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Washington",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes every day",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.75,
-                    "WeightInKilograms": 79.38,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "218",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 21.93,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 80 or older",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Connecticut",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 9.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "Yes",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.7,
-                    "WeightInKilograms": 63.5,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "223",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 28.34,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "Yes",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 15.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "40-44",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "226",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 30.68,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "25-29",
-                    "Race": "Hispanic",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Excellent",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "227",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 31.01,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 50 to 54",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Arkansas",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 1.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 5.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "Yes",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.75,
-                    "WeightInKilograms": 95.25,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "231",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 24.11,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 2.0,
-                    "MentalHealth": 5.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "18-24",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "232",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 23.01,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 25 to 29",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "New York",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.8,
-                    "WeightInKilograms": 74.84,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "234",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 27.26,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 50 to 54",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Vermont",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "Yes",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Other race only, Non-Hispanic",
-                    "HeightInMeters": 1.78,
-                    "WeightInKilograms": 86.18,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "245",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 24.41,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 60 to 64",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Maryland",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "Yes",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes every day",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.83,
-                    "WeightInKilograms": 81.65,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "248",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 48.71,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 70 to 74",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "West Virginia",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 10.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "All",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.6,
-                    "WeightInKilograms": 124.74,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "249",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 28.25,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Washington",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Other race only, Non-Hispanic",
-                    "HeightInMeters": 1.68,
-                    "WeightInKilograms": 79.38,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "251",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 30.13,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 70 to 74",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Maine",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "Yes",
-                    "HadAngina": "Yes",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.78,
-                    "WeightInKilograms": 95.25,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "252",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 42.57,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 45 to 49",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Minnesota",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 30.0,
-                    "MentalHealthDays": 15.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No, pre-diabetes or borderline diabetes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "Yes",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes every day",
-                    "ECigaretteUsage": "Use them some days",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.73,
-                    "WeightInKilograms": 127.01,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "257",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 19.67,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 18 to 24",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Ohio",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.83,
-                    "WeightInKilograms": 65.77,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "258",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 30.81,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 50 to 54",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Minnesota",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 5.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "Yes",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes every day",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.88,
-                    "WeightInKilograms": 108.86,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "263",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 22.71,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 5.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "35-39",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "No",
-                    "GenHealth": "Very good",
-                    "SleepTime": 5.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "264",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 23.06,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 18 to 24",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Nebraska",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 4.0,
-                    "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.83,
-                    "WeightInKilograms": 77.11,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "265",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 22.92,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 80 or older",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Wyoming",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.68,
-                    "WeightInKilograms": 64.41,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "267",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": null,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 75 to 79",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Maryland",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 2.0,
-                    "MentalHealthDays": 10.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "268",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 22.96,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "65-69",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "272",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 24.33,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 2.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "35-39",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "275",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 27.27,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 70 to 74",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Virginia",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "Yes",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "Yes",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.96,
-                    "WeightInKilograms": 104.33,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "276",
-                "features": {
-                    "HeartDisease": "Yes",
-                    "BMI": 27.44,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "80 or older",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 6.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "277",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 29.03,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 40 to 44",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Texas",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 30.0,
-                    "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 4.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "Yes",
-                    "HadAngina": "Yes",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "Yes",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "Yes",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "Yes",
-                    "SmokerStatus": "Current smoker - now smokes every day",
-                    "ECigaretteUsage": "Use them some days",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.85,
-                    "WeightInKilograms": 99.79,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "279",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 31.31,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Minnesota",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 15.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.5,
-                    "WeightInKilograms": 70.31,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "281",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 21.63,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 80 or older",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Ohio",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 6.0,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.65,
-                    "WeightInKilograms": 58.97,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "283",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": null,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 55 to 59",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Tennessee",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 1.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": "Black only, Non-Hispanic",
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "285",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 25.58,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 15.0,
-                    "MentalHealth": 15.0,
-                    "DiffWalking": "Yes",
-                    "Sex": "Female",
-                    "AgeCategory": "75-79",
-                    "Race": "American Indian/Alaskan Native",
-                    "Diabetic": "Yes",
-                    "PhysicalActivity": "No",
-                    "GenHealth": "Fair",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "288",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 34.01,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "Yes",
-                    "Sex": "Female",
-                    "AgeCategory": "80 or older",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "No",
-                    "GenHealth": "Good",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "293",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 28.32,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 80 or older",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Nebraska",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "Yes",
-                    "HadCOPD": "Yes",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "Yes",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "Yes",
-                    "DifficultyErrands": "Yes",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.52,
-                    "WeightInKilograms": 65.77,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "295",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 35.15,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 55 to 59",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Indiana",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": 1.52,
-                    "WeightInKilograms": 81.65,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": null,
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "296",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 42.77,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 35 to 39",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Florida",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 1.0,
-                    "MentalHealthDays": 4.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.68,
-                    "WeightInKilograms": 120.2,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": null,
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "297",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 28.7,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 1.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "80 or older",
-                    "Race": "Hispanic",
-                    "Diabetic": "Yes",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "298",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 23.99,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 80 or older",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "New Hampshire",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "Yes",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.8,
-                    "WeightInKilograms": 78.02,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "306",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 21.52,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 60 to 64",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Washington",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 14.0,
-                    "MentalHealthDays": 5.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "Yes",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.78,
-                    "WeightInKilograms": 68.04,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "307",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 28.8,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 30 to 34",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Nebraska",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.75,
-                    "WeightInKilograms": 88.45,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "310",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 32.08,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 1.0,
-                    "MentalHealth": 3.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "18-24",
-                    "Race": "Black",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 6.0,
-                    "Asthma": "Yes",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "313",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 19.37,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 45 to 49",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Rhode Island",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 7.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 4.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No, pre-diabetes or borderline diabetes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes every day",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.68,
-                    "WeightInKilograms": 54.43,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "315",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 31.19,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 70 to 74",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Colorado",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "All",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No, pre-diabetes or borderline diabetes",
-                    "DeafOrHardOfHearing": "Yes",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": 1.83,
-                    "WeightInKilograms": 104.33,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "318",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 29.23,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 55 to 59",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Indiana",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.6,
-                    "WeightInKilograms": 74.84,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": null,
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "319",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 29.69,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 75 to 79",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "New York",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 2.0,
-                    "MentalHealthDays": 3.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.5,
-                    "WeightInKilograms": 66.68,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Tested positive using home test without a health professional"
-                }
-            },
-            {
-                "scenario_id": "326",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 26.89,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 75 to 79",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Puerto Rico",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Hispanic",
-                    "HeightInMeters": 1.57,
-                    "WeightInKilograms": 66.68,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "327",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 22.96,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 80 or older",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Arizona",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "Yes",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.78,
-                    "WeightInKilograms": 72.57,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "328",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 21.7,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 40 to 44",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Georgia",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "Black only, Non-Hispanic",
-                    "HeightInMeters": 1.83,
-                    "WeightInKilograms": 72.57,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "329",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 27.89,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Alaska",
-                    "GeneralHealth": "Poor",
-                    "PhysicalHealthDays": 30.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.8,
-                    "WeightInKilograms": 90.72,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "332",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 34.95,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "55-59",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "Yes",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "335",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 31.53,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 3.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "60-64",
-                    "Race": "Hispanic",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Fair",
-                    "SleepTime": 7.0,
-                    "Asthma": "Yes",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "336",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 25.66,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "70-74",
-                    "Race": "Black",
-                    "Diabetic": "Yes",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "338",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 33.0,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 1.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "70-74",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 5.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "340",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 20.09,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 4.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "30-34",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 6.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "341",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 25.42,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 40 to 44",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Nevada",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 30.0,
-                    "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 4.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "Yes",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes some days",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Hispanic",
-                    "HeightInMeters": 1.57,
-                    "WeightInKilograms": 63.05,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "343",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 30.41,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 75 to 79",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Kansas",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.73,
-                    "WeightInKilograms": 90.72,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "344",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 38.41,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "Yes",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 14.0,
-                    "DiffWalking": "Yes",
-                    "Sex": "Male",
-                    "AgeCategory": "65-69",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "347",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 20.41,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "70-74",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Excellent",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "351",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 25.84,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 25 to 29",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Massachusetts",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 1.0,
-                    "LastCheckupTime": "5 or more years ago",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "Other race only, Non-Hispanic",
-                    "HeightInMeters": 1.75,
-                    "WeightInKilograms": 79.38,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "352",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 27.8,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 70 to 74",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "New Hampshire",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.83,
-                    "WeightInKilograms": 92.99,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "353",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 19.94,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 55 to 59",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Pennsylvania",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 9.0,
-                    "RemovedTeeth": "All",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "Yes",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes every day",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.75,
-                    "WeightInKilograms": 61.23,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "358",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 24.13,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 80 or older",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Texas",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.65,
-                    "WeightInKilograms": 65.77,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "359",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 24.28,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 2.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "65-69",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "361",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 28.7,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 60 to 64",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Minnesota",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "Yes",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.6,
-                    "WeightInKilograms": 73.48,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "363",
-                "features": {
-                    "HeartDisease": "Yes",
-                    "BMI": 23.74,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "65-69",
-                    "Race": "Black",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 6.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "364",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 45.76,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "Yes",
-                    "Sex": "Female",
-                    "AgeCategory": "55-59",
-                    "Race": "Hispanic",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "366",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 29.86,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 4.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "60-64",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Excellent",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "367",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 26.54,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "75-79",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "No",
-                    "GenHealth": "Very good",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "368",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 24.96,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 3.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "25-29",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 7.0,
-                    "Asthma": "Yes",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "369",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 23.43,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 60 to 64",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Washington",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "Yes",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.8,
-                    "WeightInKilograms": 76.2,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Tested positive using home test without a health professional"
-                }
-            },
-            {
-                "scenario_id": "370",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 23.63,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 50 to 54",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Wyoming",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 3.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "5 or more years ago",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.75,
-                    "WeightInKilograms": 72.57,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "371",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 31.01,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 50 to 54",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "North Dakota",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "5 or more years ago",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.75,
-                    "WeightInKilograms": 95.25,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "374",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 23.4,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "60-64",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Excellent",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "377",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 29.05,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 40 to 44",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Michigan",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 1.0,
-                    "MentalHealthDays": 3.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Other race only, Non-Hispanic",
-                    "HeightInMeters": 1.68,
-                    "WeightInKilograms": 81.65,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "378",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 23.06,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "30-34",
-                    "Race": "Black",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Excellent",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "379",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": null,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 40 to 44",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Washington",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 1.0,
-                    "MentalHealthDays": 2.0,
-                    "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.7,
-                    "WeightInKilograms": 90.72,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "Yes",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "382",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 28.25,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "60-64",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 9.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "383",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 25.77,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 75 to 79",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Kansas",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 30.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 5.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.83,
-                    "WeightInKilograms": 86.18,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "384",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 25.09,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "South Carolina",
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": 30.0,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "Yes",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "Yes",
-                    "DifficultyErrands": "Yes",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "Black only, Non-Hispanic",
-                    "HeightInMeters": 1.73,
-                    "WeightInKilograms": 74.84,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "385",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 23.38,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 80 or older",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Massachusetts",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "Yes",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "Yes",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.6,
-                    "WeightInKilograms": 59.87,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "386",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 22.31,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "18-24",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "387",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 22.32,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 70 to 74",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Colorado",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 1.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.8,
-                    "WeightInKilograms": 72.57,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "391",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 27.26,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 75 to 79",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "California",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 5.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes every day",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.78,
-                    "WeightInKilograms": 86.18,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "392",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 35.15,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "Yes",
-                    "Sex": "Female",
-                    "AgeCategory": "80 or older",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "No",
-                    "GenHealth": "Good",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "Yes",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "400",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 34.33,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 75 to 79",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Maine",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "All",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": null,
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "Yes",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": 1.63,
-                    "WeightInKilograms": 90.72,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "402",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 22.31,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Nebraska",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 5.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.63,
-                    "WeightInKilograms": 58.97,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "404",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 26.61,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 80 or older",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "California",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 20.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": null,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": null,
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": null,
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "Yes",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "Yes",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.73,
-                    "WeightInKilograms": 79.38,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": null,
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "410",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 26.96,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "40-44",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Excellent",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "Yes",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "411",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 32.28,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "60-64",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "413",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 28.34,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 70 to 74",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Rhode Island",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 5.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes every day",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.6,
-                    "WeightInKilograms": 72.57,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "417",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 33.47,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 75 to 79",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Kansas",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 15.0,
-                    "MentalHealthDays": 15.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 9.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "Yes",
-                    "HadAngina": "Yes",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "Yes",
-                    "BlindOrVisionDifficulty": "Yes",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "Yes",
-                    "DifficultyErrands": "Yes",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.8,
-                    "WeightInKilograms": 108.86,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "421",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 23.75,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 25 to 29",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Ohio",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 3.0,
-                    "MentalHealthDays": 2.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Use them every day",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.88,
-                    "WeightInKilograms": 83.91,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "426",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 25.83,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Iowa",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.78,
-                    "WeightInKilograms": 81.65,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Tested positive using home test without a health professional"
-                }
-            },
-            {
-                "scenario_id": "430",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 23.72,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 18 to 24",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Missouri",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": 1.73,
-                    "WeightInKilograms": 70.76,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "432",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 31.01,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "Yes",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "50-54",
-                    "Race": "Hispanic",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "No",
-                    "GenHealth": "Good",
-                    "SleepTime": 6.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "433",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 36.85,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 35 to 39",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Arkansas",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 2.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.6,
-                    "WeightInKilograms": 94.35,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "439",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 27.46,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 60 to 64",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Indiana",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes every day",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.65,
-                    "WeightInKilograms": 74.84,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "440",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 37.59,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Wisconsin",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 3.0,
-                    "MentalHealthDays": 30.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 12.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "Yes",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes some days",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.7,
-                    "WeightInKilograms": 108.86,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "441",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 24.37,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "35-39",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Excellent",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "Yes",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "448",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 27.71,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Maine",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "Yes",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.85,
-                    "WeightInKilograms": 95.25,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "449",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 30.9,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 25 to 29",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Montana",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 10.0,
-                    "MentalHealthDays": 5.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Other race only, Non-Hispanic",
-                    "HeightInMeters": 1.63,
-                    "WeightInKilograms": 81.65,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "450",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 18.65,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 45 to 49",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "California",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 5.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "Yes",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes every day",
-                    "ECigaretteUsage": "Use them every day",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.78,
-                    "WeightInKilograms": 58.97,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "451",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 28.48,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 25 to 29",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Texas",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": "No",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes every day",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.83,
-                    "WeightInKilograms": 95.25,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "Yes",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "454",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 35.95,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 75 to 79",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Washington",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "Yes",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.88,
-                    "WeightInKilograms": 127.01,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "456",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 42.05,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 50 to 54",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "California",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 15.0,
-                    "MentalHealthDays": 10.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "Yes",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.63,
-                    "WeightInKilograms": 111.13,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "457",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 24.21,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "Yes",
-                    "Sex": "Female",
-                    "AgeCategory": "80 or older",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "No",
-                    "GenHealth": "Very good",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "458",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 46.79,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 30.0,
-                    "MentalHealth": 3.0,
-                    "DiffWalking": "Yes",
-                    "Sex": "Male",
-                    "AgeCategory": "55-59",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "No",
-                    "GenHealth": "Very good",
-                    "SleepTime": 4.0,
-                    "Asthma": "Yes",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "460",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 32.89,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "75-79",
-                    "Race": "Asian",
-                    "Diabetic": "Yes",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 7.0,
-                    "Asthma": "Yes",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "461",
-                "features": {
-                    "HeartDisease": "Yes",
-                    "BMI": 29.12,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 5.0,
-                    "MentalHealth": 1.0,
-                    "DiffWalking": "Yes",
-                    "Sex": "Female",
-                    "AgeCategory": "50-54",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Fair",
-                    "SleepTime": 4.0,
-                    "Asthma": "Yes",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "466",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": null,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Ohio",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "All",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "467",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 21.87,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "New York",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 2.0,
-                    "MentalHealthDays": 4.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 5.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": null,
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "Yes",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.52,
-                    "WeightInKilograms": 50.8,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": null,
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "472",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 33.54,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 55 to 59",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "New Mexico",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "Yes",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Hispanic",
-                    "HeightInMeters": 1.45,
-                    "WeightInKilograms": 70.31,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "473",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 22.31,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 18 to 24",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Connecticut",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Other race only, Non-Hispanic",
-                    "HeightInMeters": 1.63,
-                    "WeightInKilograms": 58.97,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": null,
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "474",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 27.81,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 60 to 64",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "South Carolina",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 14.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 5.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "Yes",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes every day",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.63,
-                    "WeightInKilograms": 73.48,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "476",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 22.6,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Wisconsin",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Hispanic",
-                    "HeightInMeters": 1.68,
-                    "WeightInKilograms": 63.5,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "477",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 22.43,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 70 to 74",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Colorado",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 30.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "Yes",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "Yes",
-                    "DifficultyErrands": "Yes",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.85,
-                    "WeightInKilograms": 77.11,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "482",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 27.46,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 55 to 59",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Puerto Rico",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 6.0,
-                    "MentalHealthDays": 6.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": null,
-                    "HadDiabetes": "No, pre-diabetes or borderline diabetes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Hispanic",
-                    "HeightInMeters": 1.63,
-                    "WeightInKilograms": 72.57,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "483",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 27.26,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 18 to 24",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Rhode Island",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 4.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Hispanic",
-                    "HeightInMeters": 1.78,
-                    "WeightInKilograms": 86.18,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "484",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 24.69,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 55 to 59",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Maryland",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 3.0,
-                    "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.57,
-                    "WeightInKilograms": 61.23,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "487",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 37.11,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 40 to 44",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "New York",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 7.0,
-                    "MentalHealthDays": 30.0,
-                    "LastCheckupTime": "5 or more years ago",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.52,
-                    "WeightInKilograms": 86.18,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "491",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 38.01,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "35-39",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "496",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 20.2,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 55 to 59",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Alabama",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 2.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.7,
-                    "WeightInKilograms": 58.51,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "497",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 20.51,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "West Virginia",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes every day",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.52,
-                    "WeightInKilograms": 47.63,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "498",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 25.77,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "40-44",
-                    "Race": "Hispanic",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "No",
-                    "GenHealth": "Excellent",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "499",
-                "features": {
-                    "HeartDisease": "Yes",
-                    "BMI": 34.87,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 3.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "Yes",
-                    "Sex": "Male",
-                    "AgeCategory": "65-69",
-                    "Race": "White",
-                    "Diabetic": "Yes",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Fair",
-                    "SleepTime": 6.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "Yes",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            }
-        ],
-        "target_column": "GeneralHealth",
-        "task_sub_type": "classification",
-        "ranking_ground_truth": {
-            "top_k_ids": [
-                "042",
-                "121",
-                "122",
-                "174",
-                "212",
-                "245",
-                "258",
-                "277",
-                "313",
-                "353",
-                "391",
-                "439",
-                "450",
-                "474",
-                "497"
-            ]
-        },
-        "active_filters": [
-            {
-                "col": "SmokerStatus",
-                "op": "==",
-                "val": "Current smoker - now smokes every day"
-            }
-        ],
-        "target_class_value": "good"
-    },
-    "response": "",
-    "evaluation_score": {}
-}
\ No newline at end of file
+    "active_filters": [
+      {
+        "col": "SmokerStatus",
+        "op": "==",
+        "val": "Current smoker - now smokes every day"
+      }
+    ],
+    "target_class_value": "good"
+  },
+  "response": "",
+  "evaluation_score": {}
+}
diff --git a/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_006/current.csv b/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_006/current.csv
index 66dc904b2cf2e0e050ec784fff25a96fe3e3055c..2f40fe6d14e73f9713124d5bd251b2d5a9d66f67 100644
--- a/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_006/current.csv
+++ b/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_006/current.csv
@@ -1,201 +1,201 @@
-HeartDisease,BMI,Smoking,AlcoholDrinking,Stroke,PhysicalHealth,MentalHealth,DiffWalking,Sex,AgeCategory,Race,Diabetic,PhysicalActivity,GenHealth,SleepTime,Asthma,KidneyDisease,SkinCancer,State,PhysicalHealthDays,MentalHealthDays,LastCheckupTime,PhysicalActivities,SleepHours,RemovedTeeth,HadHeartAttack,HadAngina,HadStroke,HadAsthma,HadSkinCancer,HadCOPD,HadDepressiveDisorder,HadKidneyDisease,HadArthritis,HadDiabetes,DeafOrHardOfHearing,BlindOrVisionDifficulty,DifficultyConcentrating,DifficultyWalking,DifficultyDressingBathing,DifficultyErrands,SmokerStatus,ECigaretteUsage,ChestScan,RaceEthnicityCategory,HeightInMeters,WeightInKilograms,AlcoholDrinkers,HIVTesting,FluVaxLast12,PneumoVaxEver,TetanusLast10Tdap,HighRiskLastYear,CovidPos
-No,35.44,Yes,No,No,30.0,10.0,No,Male,55-59,White,No,Yes,Poor,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,44.63,,,,,,,Female,Age 55 to 59,,,,,,,,,South Dakota,,2.0,Within past year (anytime less than 12 months ago),No,6.0,"6 or more, but not all",No,No,No,No,No,No,No,Yes,Yes,Yes,No,No,No,,,,,,,"Multiracial, Non-Hispanic",1.63,117.93,,,,,,,
-No,20.36,Yes,Yes,No,0.0,2.0,No,Female,70-74,White,No,Yes,Excellent,8.0,Yes,No,Yes,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,21.02,No,No,No,1.0,0.0,No,Male,18-24,White,No,Yes,Very good,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,30.34,No,No,No,0.0,0.0,No,Male,35-39,White,No,Yes,Very good,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,25.09,Yes,No,No,0.0,0.0,No,Male,40-44,Other,No,Yes,Very good,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,,,,,,,,Female,Age 30 to 34,,,,,,,,,Missouri,0.0,30.0,Within past 2 years (1 year but less than 2 years ago),No,4.0,None of them,No,No,No,Yes,No,No,Yes,No,No,No,No,No,Yes,No,No,Yes,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.52,,No,No,No,Yes,"Yes, received Tdap",No,No
-,44.93,,,,,,,Female,Age 65 to 69,,,,,,,,,Florida,5.0,10.0,Within past year (anytime less than 12 months ago),Yes,10.0,1 to 5,No,No,No,No,Yes,No,Yes,No,Yes,Yes,No,No,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.65,122.47,No,Yes,Yes,No,"Yes, received Tdap",No,Tested positive using home test without a health professional
-,29.12,,,,,,,Female,Age 70 to 74,,,,,,,,,New York,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.65,79.38,Yes,No,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
-,21.14,,,,,,,Female,Age 75 to 79,,,,,,,,,Washington,0.0,15.0,Within past year (anytime less than 12 months ago),Yes,5.0,None of them,No,No,No,No,Yes,No,Yes,Yes,No,No,No,Yes,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.7,61.23,Yes,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
-,24.75,,,,,,,Female,Age 70 to 74,,,,,,,,,Hawaii,10.0,0.0,Within past year (anytime less than 12 months ago),Yes,10.0,1 to 5,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,Former smoker,Not at all (right now),No,"White only, Non-Hispanic",1.7,71.67,No,No,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-No,28.13,No,No,No,5.0,5.0,Yes,Female,65-69,Black,No,Yes,Fair,6.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,24.28,,,,,,,Male,Age 75 to 79,,,,,,,,,Vermont,3.0,0.0,Within past year (anytime less than 12 months ago),No,7.0,1 to 5,Yes,No,No,No,No,No,No,No,Yes,No,No,No,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.7,70.31,Yes,No,Yes,No,,No,No
-,32.5,,,,,,,Female,Age 70 to 74,,,,,,,,,West Virginia,0.0,5.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.55,78.02,Yes,No,Yes,Yes,"Yes, received Tdap",No,No
-,29.29,,,,,,,Female,Age 55 to 59,,,,,,,,,New York,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,Hispanic,1.55,70.31,No,Yes,Yes,Yes,"Yes, received Tdap",No,No
-,,,,,,,,Male,Age 40 to 44,,,,,,,,,Florida,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,5.0,None of them,No,No,No,No,No,No,No,No,No,No,,,,,,,,,,"White only, Non-Hispanic",,,,,,,,,
-No,38.39,No,No,No,30.0,0.0,No,Male,60-64,White,No,Yes,Excellent,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,24.59,,,,,,,Female,Age 65 to 69,,,,,,,,,Nevada,14.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,,No,No,No,Yes,No,No,No,Yes,Yes,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.7,71.21,Yes,Yes,No,Yes,"Yes, received tetanus shot but not sure what type",No,Yes
-,27.41,,,,,,,Male,Age 80 or older,,,,,,,,,Alabama,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,1 to 5,No,No,No,No,No,No,No,No,Yes,No,No,Yes,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"Black only, Non-Hispanic",1.7,79.38,No,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
-,34.37,,,,,,,Male,Age 55 to 59,,,,,,,,,Iowa,1.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Current smoker - now smokes every day,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.91,124.74,Yes,No,No,No,"Yes, received tetanus shot but not sure what type",No,Yes
-,33.47,,,,,,,Female,Age 35 to 39,,,,,,,,,Nebraska,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,"6 or more, but not all",No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Current smoker - now smokes some days,Not at all (right now),No,"White only, Non-Hispanic",1.63,88.45,No,No,No,No,"Yes, received tetanus shot but not sure what type",No,Yes
-,22.85,,,,,,,Female,Age 75 to 79,,,,,,,,,Montana,30.0,30.0,Within past year (anytime less than 12 months ago),No,7.0,All,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.52,53.07,No,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,Yes
-,37.76,,,,,,,Male,Age 60 to 64,,,,,,,,,North Dakota,30.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,All,Yes,No,No,No,No,Yes,Yes,No,Yes,No,No,No,No,Yes,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.63,99.79,No,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
-No,31.17,No,Yes,No,2.0,0.0,No,Male,40-44,White,No,Yes,Good,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,24.72,,,,,,,Male,Age 55 to 59,,,,,,,,,Pennsylvania,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,No,No,Yes,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Current smoker - now smokes every day,Not at all (right now),No,"White only, Non-Hispanic",2.03,102.06,No,Yes,Yes,No,"Yes, received tetanus shot but not sure what type",No,Yes
-,35.87,,,,,,,Male,Age 45 to 49,,,,,,,,,Wisconsin,10.0,5.0,Within past year (anytime less than 12 months ago),No,6.0,None of them,Yes,No,No,Yes,No,No,No,No,No,Yes,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.78,113.4,Yes,No,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-,28.35,,,,,,,Female,Age 80 or older,,,,,,,,,Washington,0.0,0.0,Within past year (anytime less than 12 months ago),No,7.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.57,70.31,Yes,No,Yes,Yes,"Yes, received Tdap",No,No
-,31.09,,,,,,,Female,Age 70 to 74,,,,,,,,,Vermont,0.0,0.0,Within past year (anytime less than 12 months ago),No,8.0,1 to 5,No,No,No,Yes,No,No,No,No,No,Yes,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.57,77.11,Yes,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
-,28.34,,,,,,,Female,Age 70 to 74,,,,,,,,,Massachusetts,15.0,10.0,Within past year (anytime less than 12 months ago),No,6.0,1 to 5,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.55,68.04,No,No,No,Yes,"Yes, received tetanus shot but not sure what type",No,No
-,,,,,,,,Female,,,,,,,,,,Missouri,7.0,0.0,Within past year (anytime less than 12 months ago),Yes,5.0,1 to 5,No,No,No,Yes,No,No,No,No,No,No,,,,,,,,,,"White only, Non-Hispanic",,,,,,,,,
-No,54.82,Yes,Yes,No,0.0,0.0,No,Male,50-54,White,No,Yes,Good,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,44.29,Yes,No,No,0.0,5.0,No,Male,35-39,White,No,No,Very good,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,27.05,No,No,No,1.0,0.0,No,Male,45-49,White,No,Yes,Very good,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,24.8,,,,,,,Female,Age 35 to 39,,,,,,,,,Minnesota,30.0,30.0,Within past year (anytime less than 12 months ago),Yes,5.0,1 to 5,No,No,No,No,No,No,Yes,No,Yes,No,No,No,No,Yes,No,No,Never smoked,Not at all (right now),No,"White only, Non-Hispanic",1.6,63.5,No,Yes,Yes,No,"Yes, received Tdap",No,No
-,25.09,,,,,,,Male,Age 70 to 74,,,,,,,,,West Virginia,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,1 to 5,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.83,83.91,No,No,Yes,Yes,"Yes, received Tdap",No,No
-,21.03,,,,,,,Female,Age 18 to 24,,,,,,,,,Hawaii,3.0,12.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Use them some days,No,"White only, Non-Hispanic",1.57,52.16,Yes,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
-No,25.32,Yes,No,No,3.0,2.0,No,Female,55-59,White,Yes,No,Fair,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,22.31,No,No,No,0.0,0.0,No,Female,80 or older,White,No,Yes,Very good,8.0,No,No,Yes,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,21.79,,,,,,,Female,Age 45 to 49,,,,,,,,,Vermont,,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,Yes,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Not at all (right now),No,"White only, Non-Hispanic",1.68,61.23,Yes,Yes,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-,28.12,,,,,,,Male,Age 70 to 74,,,,,,,,,Florida,0.0,30.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,No,No,No,No,Yes,No,Yes,No,Yes,No,Yes,No,No,No,No,No,Former smoker,Not at all (right now),Yes,"White only, Non-Hispanic",1.93,104.78,Yes,No,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
-,23.57,,,,,,,Female,Age 18 to 24,,,,,,,,,Missouri,0.0,14.0,Within past 2 years (1 year but less than 2 years ago),Yes,6.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"Black only, Non-Hispanic",1.73,70.31,Yes,No,No,No,"Yes, received Tdap",No,No
-,27.26,,,,,,,Male,Age 30 to 34,,,,,,,,,Montana,0.0,30.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,Yes,No,No,Yes,Yes,No,No,Yes,No,No,No,No,No,Current smoker - now smokes every day,Not at all (right now),Yes,"White only, Non-Hispanic",1.78,86.18,Yes,Yes,No,No,"Yes, received tetanus shot but not sure what type",No,No
-,32.11,,,,,,,Male,Age 70 to 74,,,,,,,,,South Dakota,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.7,92.99,Yes,No,Yes,Yes,"Yes, received Tdap",No,No
-,49.78,,,,,,,Female,Age 35 to 39,,,,,,,,,California,15.0,7.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,Yes,No,No,Yes,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"Multiracial, Non-Hispanic",1.63,131.54,Yes,Yes,Yes,Yes,"Yes, received Tdap",No,No
-,29.18,,,,,,,Female,Age 70 to 74,,,,,,,,,Idaho,3.0,1.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,No,No,No,No,Yes,No,Yes,No,Yes,No,No,Yes,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.63,77.11,No,No,Yes,Yes,"Yes, received Tdap",No,No
-No,27.44,No,No,No,0.0,0.0,No,Female,70-74,Hispanic,No,No,Excellent,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-Yes,28.63,No,No,No,10.0,0.0,Yes,Male,55-59,White,Yes,Yes,Good,6.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,22.96,,,,,,,Male,Age 80 or older,,,,,,,,,Washington,14.0,5.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,Yes,No,No,No,Yes,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.78,72.57,Yes,No,Yes,Yes,"Yes, received Tdap",No,No
-,31.38,,,,,,,Male,Age 55 to 59,,,,,,,,,Kansas,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,Yes,Yes,No,No,No,No,No,No,Yes,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.8,102.06,Yes,No,No,Yes,"Yes, received tetanus shot but not sure what type",No,Yes
-No,21.7,No,No,No,0.0,0.0,No,Male,75-79,Hispanic,Yes,Yes,Fair,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,27.71,,,,,,,Male,Age 45 to 49,,,,,,,,,Maine,0.0,0.0,Within past year (anytime less than 12 months ago),No,7.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Current smoker - now smokes every day,Use them some days,No,"White only, Non-Hispanic",1.85,95.25,No,Yes,Yes,Yes,"Yes, received Tdap",No,No
-,31.71,,,,,,,Female,Age 75 to 79,,,,,,,,,Colorado,0.0,30.0,Within past year (anytime less than 12 months ago),Yes,5.0,"6 or more, but not all",No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Current smoker - now smokes every day,Use them some days,No,"White only, Non-Hispanic",1.6,81.19,No,No,No,Yes,"Yes, received tetanus shot but not sure what type",No,Yes
-,26.61,,,,,,,Male,Age 75 to 79,,,,,,,,,Idaho,7.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.73,79.38,No,No,Yes,Yes,"Yes, received tetanus shot, but not Tdap",No,No
-,,,,,,,,Female,Age 75 to 79,,,,,,,,,Arizona,0.0,0.0,Within past year (anytime less than 12 months ago),No,7.0,1 to 5,No,No,No,No,No,No,No,No,No,No,,,,,,,,,,"White only, Non-Hispanic",,,,,,,,,
-No,25.84,No,No,No,0.0,0.0,No,Female,45-49,White,No,Yes,Very good,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,28.19,No,No,Yes,5.0,10.0,No,Female,30-34,White,No,Yes,Good,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,28.29,,,,,,,Female,Age 65 to 69,,,,,,,,,Kansas,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,No,No,No,No,No,No,No,No,Yes,No,No,No,Yes,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.65,77.11,No,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
-No,23.17,No,No,No,0.0,1.0,No,Female,30-34,White,No,Yes,Good,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,29.84,No,No,No,0.0,0.0,No,Male,45-49,White,No,Yes,Excellent,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,38.52,,,,,,,Male,Age 18 to 24,,,,,,,,,Nevada,3.0,3.0,5 or more years ago,Yes,5.0,None of them,No,No,No,Yes,No,No,No,No,No,No,No,No,Yes,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.88,136.08,Yes,No,No,No,"Yes, received tetanus shot but not sure what type",No,No
-No,25.4,Yes,No,No,30.0,0.0,Yes,Female,75-79,White,No,Yes,Very good,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,26.63,,,,,,,Female,Age 35 to 39,,,,,,,,,South Dakota,10.0,0.0,Within past year (anytime less than 12 months ago),No,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"Other race only, Non-Hispanic",1.65,72.57,No,Yes,No,No,"Yes, received tetanus shot but not sure what type",No,Yes
-No,19.77,No,No,No,2.0,10.0,No,Female,18-24,White,No,Yes,Excellent,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,36.18,Yes,No,No,0.0,7.0,Yes,Male,45-49,Other,No,Yes,Excellent,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,33.09,,,,,,,Male,Age 40 to 44,,,,,,,,,Mississippi,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Former smoker,Use them some days,,"White only, Non-Hispanic",1.68,92.99,Yes,No,No,No,"Yes, received tetanus shot but not sure what type",No,Yes
-,19.67,,,,,,,Male,Age 35 to 39,,,,,,,,,Wisconsin,0.0,0.0,5 or more years ago,No,5.0,"6 or more, but not all",No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Not at all (right now),No,"White only, Non-Hispanic",1.83,65.77,No,No,No,No,"Yes, received tetanus shot but not sure what type",No,No
-,25.83,,,,,,,Male,Age 35 to 39,,,,,,,,,Alabama,0.0,2.0,Within past year (anytime less than 12 months ago),Yes,5.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.78,81.65,Yes,Yes,No,No,"Yes, received tetanus shot but not sure what type",Yes,No
-,28.31,,,,,,,Male,Age 65 to 69,,,,,,,,,Maryland,5.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,"6 or more, but not all",No,No,No,No,No,No,No,No,Yes,No,Yes,No,Yes,Yes,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.8,92.08,No,No,Yes,Yes,"Yes, received tetanus shot, but not Tdap",No,Yes
-,17.63,,,,,,,Male,Age 70 to 74,,,,,,,,,Colorado,,0.0,Within past year (anytime less than 12 months ago),Yes,5.0,All,No,No,No,No,No,Yes,No,No,Yes,No,No,No,No,Yes,No,No,Current smoker - now smokes every day,Not at all (right now),Yes,"White only, Non-Hispanic",1.83,58.97,Yes,Yes,Yes,Yes,"Yes, received Tdap",No,No
-,28.23,,,,,,,Male,Age 50 to 54,,,,,,,,,Alabama,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Not at all (right now),Yes,"White only, Non-Hispanic",1.85,97.07,No,No,No,No,"Yes, received Tdap",No,No
-No,30.41,Yes,Yes,No,1.0,0.0,No,Female,50-54,White,Yes,No,Very good,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,43.75,,,,,,,Male,Age 65 to 69,,,,,,,,,Missouri,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,Yes,Yes,Yes,No,No,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"Black only, Non-Hispanic",1.91,158.76,Yes,Yes,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,Yes
-,34.46,,,,,,,Male,Age 80 or older,,,,,,,,,Massachusetts,1.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,"6 or more, but not all",No,No,No,No,Yes,No,No,No,Yes,Yes,Yes,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.7,99.79,Yes,No,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
-No,21.89,No,No,No,0.0,0.0,No,Female,40-44,White,No,Yes,Very good,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,27.02,Yes,No,No,0.0,0.0,No,Female,35-39,American Indian/Alaskan Native,No,Yes,Excellent,8.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,24.03,,,,,,,Female,Age 18 to 24,,,,,,,,,Virginia,6.0,14.0,Within past 2 years (1 year but less than 2 years ago),Yes,11.0,None of them,No,No,No,Yes,No,No,Yes,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"Other race only, Non-Hispanic",1.63,63.5,Yes,No,No,No,"Yes, received Tdap",No,No
-,,,,,,,,Female,Age 75 to 79,,,,,,,,,Utah,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.52,,No,No,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-,28.15,,,,,,,Female,Age 70 to 74,,,,,,,,,Colorado,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.63,74.39,Yes,No,Yes,Yes,"Yes, received tetanus shot, but not Tdap",No,No
-,20.53,,,,,,,Female,Age 50 to 54,,,,,,,,,Michigan,0.0,5.0,Within past year (anytime less than 12 months ago),Yes,5.0,None of them,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.73,61.23,No,Yes,Yes,No,"Yes, received Tdap",No,No
-,25.84,,,,,,,Female,Age 65 to 69,,,,,,,,,Washington,0.0,0.0,Within past year (anytime less than 12 months ago),No,6.0,"6 or more, but not all",No,No,No,Yes,No,No,No,No,Yes,No,No,No,No,Yes,No,No,Current smoker - now smokes every day,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.75,79.38,Yes,Yes,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-,21.93,,,,,,,Female,Age 80 or older,,,,,,,,,Connecticut,0.0,0.0,Within past year (anytime less than 12 months ago),No,9.0,None of them,No,No,No,No,Yes,No,No,No,Yes,No,No,No,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.7,63.5,Yes,No,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-No,28.34,Yes,Yes,No,0.0,15.0,No,Female,40-44,White,No,Yes,Good,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,30.68,No,No,No,0.0,0.0,No,Male,25-29,Hispanic,No,Yes,Excellent,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,31.01,,,,,,,Male,Age 50 to 54,,,,,,,,,Arkansas,1.0,0.0,Within past year (anytime less than 12 months ago),Yes,5.0,1 to 5,No,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,No,Former smoker,Not at all (right now),Yes,"White only, Non-Hispanic",1.75,95.25,No,No,No,Yes,"Yes, received tetanus shot but not sure what type",No,Yes
-No,24.11,No,No,No,2.0,5.0,No,Male,18-24,White,No,Yes,Very good,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,23.01,,,,,,,Male,Age 25 to 29,,,,,,,,,New York,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.8,74.84,Yes,Yes,Yes,No,"Yes, received Tdap",No,Yes
-,27.26,,,,,,,Male,Age 50 to 54,,,,,,,,,Vermont,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"Other race only, Non-Hispanic",1.78,86.18,Yes,No,Yes,No,"Yes, received tetanus shot, but not Tdap",No,Yes
-,24.41,,,,,,,Male,Age 60 to 64,,,,,,,,,Maryland,0.0,0.0,Within past year (anytime less than 12 months ago),No,8.0,1 to 5,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,No,No,Current smoker - now smokes every day,Never used e-cigarettes in my entire life,,"White only, Non-Hispanic",1.83,81.65,,,,,,,
-,48.71,,,,,,,Female,Age 70 to 74,,,,,,,,,West Virginia,10.0,0.0,Within past year (anytime less than 12 months ago),No,6.0,All,No,No,No,No,No,No,No,No,Yes,Yes,No,No,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.6,124.74,No,No,No,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
-,28.25,,,,,,,Male,Age 65 to 69,,,,,,,,,Washington,0.0,0.0,Within past year (anytime less than 12 months ago),No,8.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"Other race only, Non-Hispanic",1.68,79.38,Yes,No,No,Yes,"Yes, received Tdap",No,No
-,30.13,,,,,,,Male,Age 70 to 74,,,,,,,,,Maine,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,Yes,Yes,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Not at all (right now),Yes,"White only, Non-Hispanic",1.78,95.25,No,No,No,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
-,42.57,,,,,,,Female,Age 45 to 49,,,,,,,,,Minnesota,30.0,15.0,Within past year (anytime less than 12 months ago),No,6.0,"6 or more, but not all",No,No,No,No,No,No,Yes,No,Yes,"No, pre-diabetes or borderline diabetes",No,No,No,Yes,Yes,No,Current smoker - now smokes every day,Use them some days,Yes,"White only, Non-Hispanic",1.73,127.01,No,Yes,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
-,19.67,,,,,,,Male,Age 18 to 24,,,,,,,,,Ohio,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.83,65.77,No,No,Yes,No,"Yes, received Tdap",No,No
-,30.81,,,,,,,Male,Age 50 to 54,,,,,,,,,Minnesota,0.0,5.0,Within past year (anytime less than 12 months ago),No,8.0,None of them,No,No,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,Current smoker - now smokes every day,Not at all (right now),No,"White only, Non-Hispanic",1.88,108.86,No,Yes,No,No,"Yes, received tetanus shot but not sure what type",No,Yes
-No,22.71,Yes,No,No,0.0,5.0,No,Female,35-39,White,No,No,Very good,5.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,23.06,,,,,,,Male,Age 18 to 24,,,,,,,,,Nebraska,0.0,4.0,Within past 2 years (1 year but less than 2 years ago),Yes,8.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.83,77.11,No,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
-,22.92,,,,,,,Female,Age 80 or older,,,,,,,,,Wyoming,0.0,0.0,Within past year (anytime less than 12 months ago),No,7.0,None of them,No,No,No,Yes,No,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Not at all (right now),Yes,"White only, Non-Hispanic",1.68,64.41,No,No,No,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
-,,,,,,,,Female,Age 75 to 79,,,,,,,,,Maryland,2.0,10.0,Within past year (anytime less than 12 months ago),Yes,8.0,"6 or more, but not all",No,No,No,Yes,No,No,Yes,No,Yes,No,,,,,,,,,,"White only, Non-Hispanic",,,,,,,,,
-No,22.96,Yes,No,No,0.0,0.0,No,Male,65-69,White,No,Yes,Very good,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,24.33,No,No,No,0.0,2.0,No,Male,35-39,White,No,Yes,Very good,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,27.27,,,,,,,Male,Age 70 to 74,,,,,,,,,Virginia,0.0,0.0,Within past year (anytime less than 12 months ago),No,7.0,,No,No,No,No,No,Yes,No,No,Yes,Yes,Yes,No,No,Yes,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.96,104.33,Yes,No,Yes,No,"Yes, received tetanus shot but not sure what type",No,No
-Yes,27.44,No,No,No,0.0,0.0,No,Female,80 or older,White,No,Yes,Good,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,29.03,,,,,,,Male,Age 40 to 44,,,,,,,,,Texas,0.0,30.0,Within past 5 years (2 years but less than 5 years ago),No,4.0,1 to 5,Yes,Yes,No,No,No,Yes,Yes,No,Yes,No,Yes,No,Yes,No,No,Yes,Current smoker - now smokes every day,Use them some days,Yes,"White only, Non-Hispanic",1.85,99.79,Yes,Yes,No,No,"Yes, received tetanus shot but not sure what type",No,No
-,31.31,,,,,,,Female,Age 65 to 69,,,,,,,,,Minnesota,15.0,0.0,Within past year (anytime less than 12 months ago),No,8.0,None of them,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.5,70.31,No,No,Yes,No,"Yes, received Tdap",No,No
-,21.63,,,,,,,Female,Age 80 or older,,,,,,,,,Ohio,6.0,,Within past year (anytime less than 12 months ago),No,7.0,1 to 5,No,No,No,No,No,No,Yes,No,Yes,No,No,No,Yes,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.65,58.97,No,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-,,,,,,,,Female,Age 55 to 59,,,,,,,,,Tennessee,1.0,0.0,Within past year (anytime less than 12 months ago),No,7.0,None of them,No,No,No,No,No,No,No,No,No,No,,,,,,,,,,"Black only, Non-Hispanic",,,,,,,,,
-No,25.58,Yes,No,No,15.0,15.0,Yes,Female,75-79,American Indian/Alaskan Native,Yes,No,Fair,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,34.01,No,No,No,0.0,0.0,Yes,Female,80 or older,White,No,No,Good,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,28.32,,,,,,,Female,Age 80 or older,,,,,,,,,Nebraska,0.0,0.0,Within past year (anytime less than 12 months ago),No,7.0,1 to 5,No,No,No,No,Yes,Yes,No,No,Yes,No,No,Yes,No,Yes,Yes,Yes,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.52,65.77,No,No,No,Yes,"Yes, received tetanus shot, but not Tdap",No,No
-,35.15,,,,,,,Female,Age 55 to 59,,,,,,,,,Indiana,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,1 to 5,No,No,No,No,No,No,No,No,Yes,Yes,No,No,Yes,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,,1.52,81.65,No,,No,No,"Yes, received tetanus shot but not sure what type",No,Yes
-,42.77,,,,,,,Female,Age 35 to 39,,,,,,,,,Florida,1.0,4.0,Within past year (anytime less than 12 months ago),Yes,6.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.68,120.2,No,,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-No,28.7,Yes,No,No,1.0,0.0,No,Male,80 or older,Hispanic,Yes,Yes,Good,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,23.99,,,,,,,Female,Age 80 or older,,,,,,,,,New Hampshire,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,1 to 5,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Not at all (right now),Yes,"White only, Non-Hispanic",1.8,78.02,Yes,No,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
-,21.52,,,,,,,Female,Age 60 to 64,,,,,,,,,Washington,14.0,5.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,Yes,No,Yes,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.78,68.04,Yes,No,No,No,"Yes, received tetanus shot but not sure what type",No,Yes
-,28.8,,,,,,,Female,Age 30 to 34,,,,,,,,,Nebraska,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.75,88.45,Yes,No,No,No,"Yes, received Tdap",No,Yes
-No,32.08,No,No,No,1.0,3.0,No,Male,18-24,Black,No,Yes,Good,6.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,19.37,,,,,,,Female,Age 45 to 49,,,,,,,,,Rhode Island,0.0,7.0,Within past year (anytime less than 12 months ago),Yes,4.0,1 to 5,No,No,No,No,No,No,Yes,No,Yes,"No, pre-diabetes or borderline diabetes",No,No,No,No,No,No,Current smoker - now smokes every day,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.68,54.43,No,No,Yes,Yes,"Yes, received Tdap",No,No
-,31.19,,,,,,,Male,Age 70 to 74,,,,,,,,,Colorado,0.0,0.0,Within past year (anytime less than 12 months ago),No,7.0,All,No,No,No,No,No,No,Yes,No,Yes,"No, pre-diabetes or borderline diabetes",Yes,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,,1.83,104.33,Yes,Yes,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
-,29.23,,,,,,,Male,Age 55 to 59,,,,,,,,,Indiana,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.6,74.84,Yes,,No,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
-,29.69,,,,,,,Female,Age 75 to 79,,,,,,,,,New York,2.0,3.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,Yes,No,Yes,Yes,No,No,No,Yes,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.5,66.68,No,Yes,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,Tested positive using home test without a health professional
-,26.89,,,,,,,Female,Age 75 to 79,,,,,,,,,Puerto Rico,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,Yes,No,No,No,No,Yes,No,No,Never smoked,Not at all (right now),No,Hispanic,1.57,66.68,No,No,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,Yes
-,22.96,,,,,,,Male,Age 80 or older,,,,,,,,,Arizona,0.0,0.0,Within past year (anytime less than 12 months ago),No,8.0,None of them,No,No,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.78,72.57,Yes,No,No,Yes,"Yes, received tetanus shot but not sure what type",No,No
-,21.7,,,,,,,Male,Age 40 to 44,,,,,,,,,Georgia,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"Black only, Non-Hispanic",1.83,72.57,No,Yes,Yes,No,"Yes, received tetanus shot but not sure what type",No,Yes
-,27.89,,,,,,,Male,Age 65 to 69,,,,,,,,,Alaska,30.0,0.0,Within past year (anytime less than 12 months ago),No,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,Yes,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.8,90.72,No,Yes,No,No,"Yes, received tetanus shot but not sure what type",No,No
-No,34.95,No,No,No,0.0,0.0,No,Female,55-59,White,No,Yes,Very good,7.0,No,No,Yes,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,31.53,No,No,No,3.0,0.0,No,Female,60-64,Hispanic,No,Yes,Fair,7.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,25.66,Yes,No,No,0.0,0.0,No,Female,70-74,Black,Yes,Yes,Good,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,33.0,Yes,No,No,0.0,1.0,No,Male,70-74,White,No,Yes,Very good,5.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,20.09,Yes,No,No,0.0,4.0,No,Male,30-34,White,No,Yes,Good,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,25.42,,,,,,,Female,Age 40 to 44,,,,,,,,,Nevada,0.0,30.0,Within past 5 years (2 years but less than 5 years ago),No,4.0,1 to 5,No,No,No,No,No,No,Yes,Yes,No,No,No,No,No,No,No,No,Current smoker - now smokes some days,Never used e-cigarettes in my entire life,No,Hispanic,1.57,63.05,Yes,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
-,30.41,,,,,,,Female,Age 75 to 79,,,,,,,,,Kansas,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,"6 or more, but not all",No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.73,90.72,No,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-No,38.41,Yes,Yes,No,0.0,14.0,Yes,Male,65-69,White,No,Yes,Good,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,20.41,Yes,No,No,0.0,0.0,No,Female,70-74,White,No,Yes,Excellent,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,25.84,,,,,,,Male,Age 25 to 29,,,,,,,,,Massachusetts,0.0,1.0,5 or more years ago,Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"Other race only, Non-Hispanic",1.75,79.38,Yes,No,No,No,"Yes, received tetanus shot but not sure what type",No,Yes
-,27.8,,,,,,,Male,Age 70 to 74,,,,,,,,,New Hampshire,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,1 to 5,No,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.83,92.99,Yes,No,No,No,"Yes, received tetanus shot but not sure what type",No,No
-,19.94,,,,,,,Male,Age 55 to 59,,,,,,,,,Pennsylvania,0.0,0.0,Within past 2 years (1 year but less than 2 years ago),Yes,9.0,All,No,No,No,No,No,Yes,No,No,Yes,No,No,No,No,No,No,No,Current smoker - now smokes every day,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.75,61.23,Yes,No,No,No,"Yes, received tetanus shot but not sure what type",No,No
-,24.13,,,,,,,Female,Age 80 or older,,,,,,,,,Texas,0.0,0.0,Within past year (anytime less than 12 months ago),No,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.65,65.77,No,No,Yes,Yes,"Yes, received Tdap",No,No
-No,24.28,Yes,No,No,0.0,2.0,No,Female,65-69,White,No,Yes,Very good,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,28.7,,,,,,,Female,Age 60 to 64,,,,,,,,,Minnesota,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,Yes,No,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.6,73.48,No,Yes,Yes,No,"Yes, received Tdap",No,No
-Yes,23.74,Yes,No,No,0.0,0.0,No,Male,65-69,Black,No,Yes,Good,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,45.76,No,No,No,0.0,0.0,Yes,Female,55-59,Hispanic,No,Yes,Very good,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,29.86,No,No,No,0.0,4.0,No,Female,60-64,White,No,Yes,Excellent,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,26.54,Yes,No,No,0.0,0.0,No,Male,75-79,White,No,No,Very good,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,24.96,No,No,No,0.0,3.0,No,Female,25-29,White,No,Yes,Very good,7.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,23.43,,,,,,,Male,Age 60 to 64,,,,,,,,,Washington,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.8,76.2,Yes,No,No,,"Yes, received Tdap",No,Tested positive using home test without a health professional
-,23.63,,,,,,,Male,Age 50 to 54,,,,,,,,,Wyoming,3.0,0.0,5 or more years ago,Yes,8.0,1 to 5,No,No,No,Yes,No,No,Yes,No,Yes,No,No,No,No,,,,,,,"White only, Non-Hispanic",1.75,72.57,,,,,,,
-,31.01,,,,,,,Male,Age 50 to 54,,,,,,,,,North Dakota,0.0,0.0,5 or more years ago,Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.75,95.25,Yes,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-No,23.4,Yes,No,No,0.0,0.0,No,Female,60-64,White,No,Yes,Excellent,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,29.05,,,,,,,Male,Age 40 to 44,,,,,,,,,Michigan,1.0,3.0,Within past year (anytime less than 12 months ago),Yes,7.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Not at all (right now),No,"Other race only, Non-Hispanic",1.68,81.65,Yes,Yes,No,Yes,"Yes, received tetanus shot but not sure what type",No,No
-No,23.06,No,No,No,0.0,0.0,No,Male,30-34,Black,No,Yes,Excellent,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,,,,,,,,Female,Age 40 to 44,,,,,,,,,Washington,1.0,2.0,Within past 2 years (1 year but less than 2 years ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.7,90.72,No,Yes,Yes,,"Yes, received Tdap",Yes,Yes
-No,28.25,Yes,No,No,0.0,0.0,No,Male,60-64,White,No,Yes,Very good,9.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,25.77,,,,,,,Male,Age 75 to 79,,,,,,,,,Kansas,30.0,0.0,Within past year (anytime less than 12 months ago),Yes,5.0,None of them,No,No,No,Yes,No,No,No,No,Yes,No,No,No,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.83,86.18,No,Yes,Yes,Yes,"Yes, received tetanus shot, but not Tdap",No,No
-,25.09,,,,,,,Male,Age 65 to 69,,,,,,,,,South Carolina,30.0,,Within past 5 years (2 years but less than 5 years ago),Yes,8.0,"6 or more, but not all",No,No,No,No,No,No,No,No,No,Yes,Yes,No,No,Yes,Yes,Yes,Former smoker,Not at all (right now),Yes,"Black only, Non-Hispanic",1.73,74.84,No,Yes,Yes,Yes,"Yes, received Tdap",No,Yes
-,23.38,,,,,,,Female,Age 80 or older,,,,,,,,,Massachusetts,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,Yes,No,No,Yes,No,Yes,No,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.6,59.87,Yes,No,Yes,Yes,"Yes, received Tdap",No,Yes
-No,22.31,No,No,No,0.0,0.0,No,Female,18-24,White,No,Yes,Very good,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,22.32,,,,,,,Male,Age 70 to 74,,,,,,,,,Colorado,1.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.8,72.57,Yes,No,No,Yes,"Yes, received tetanus shot but not sure what type",No,No
-,27.26,,,,,,,Male,Age 75 to 79,,,,,,,,,California,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,5.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Current smoker - now smokes every day,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.78,86.18,Yes,No,Yes,No,"Yes, received tetanus shot but not sure what type",No,No
-No,35.15,No,No,No,0.0,0.0,Yes,Female,80 or older,White,No,No,Good,8.0,No,No,Yes,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,34.33,,,,,,,Female,Age 75 to 79,,,,,,,,,Maine,,0.0,Within past year (anytime less than 12 months ago),No,8.0,All,No,No,No,No,,No,No,No,Yes,Yes,Yes,No,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,,1.63,90.72,No,No,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
-,22.31,,,,,,,Female,Age 65 to 69,,,,,,,,,Nebraska,5.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.63,58.97,Yes,No,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
-,26.61,,,,,,,Male,Age 80 or older,,,,,,,,,California,0.0,20.0,Within past year (anytime less than 12 months ago),No,,"6 or more, but not all",No,No,No,No,,No,No,No,,Yes,No,Yes,No,No,No,Yes,Former smoker,Never used e-cigarettes in my entire life,,"White only, Non-Hispanic",1.73,79.38,Yes,,Yes,Yes,"Yes, received Tdap",No,No
-No,26.96,No,No,No,0.0,0.0,No,Female,40-44,White,No,Yes,Excellent,8.0,No,No,Yes,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,32.28,No,No,No,0.0,0.0,No,Male,60-64,White,No,Yes,Good,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,28.34,,,,,,,Female,Age 70 to 74,,,,,,,,,Rhode Island,0.0,5.0,Within past year (anytime less than 12 months ago),Yes,7.0,1 to 5,No,No,No,No,No,No,No,No,Yes,Yes,No,No,No,Yes,No,No,Current smoker - now smokes every day,Not at all (right now),Yes,"White only, Non-Hispanic",1.6,72.57,No,No,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,Yes
-,33.47,,,,,,,Male,Age 75 to 79,,,,,,,,,Kansas,15.0,15.0,Within past year (anytime less than 12 months ago),No,9.0,"6 or more, but not all",Yes,Yes,No,No,No,No,No,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.8,108.86,Yes,No,Yes,Yes,"Yes, received Tdap",No,No
-,23.75,,,,,,,Male,Age 25 to 29,,,,,,,,,Ohio,3.0,2.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Use them every day,No,"White only, Non-Hispanic",1.88,83.91,Yes,No,No,,"Yes, received Tdap",No,Yes
-,25.83,,,,,,,Male,Age 65 to 69,,,,,,,,,Iowa,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.78,81.65,No,No,Yes,No,"Yes, received tetanus shot but not sure what type",No,Tested positive using home test without a health professional
-,23.72,,,,,,,Male,Age 18 to 24,,,,,,,,,Missouri,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,,1.73,70.76,No,No,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
-No,31.01,Yes,Yes,No,0.0,0.0,No,Male,50-54,Hispanic,No,No,Good,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,36.85,,,,,,,Female,Age 35 to 39,,,,,,,,,Arkansas,0.0,2.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.6,94.35,Yes,No,Yes,No,"Yes, received Tdap",No,No
-,27.46,,,,,,,Male,Age 60 to 64,,,,,,,,,Indiana,0.0,0.0,Within past year (anytime less than 12 months ago),No,6.0,1 to 5,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Current smoker - now smokes every day,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.65,74.84,Yes,Yes,No,No,"Yes, received tetanus shot but not sure what type",No,No
-,37.59,,,,,,,Female,Age 65 to 69,,,,,,,,,Wisconsin,3.0,30.0,Within past year (anytime less than 12 months ago),Yes,12.0,1 to 5,No,No,No,No,No,No,Yes,Yes,Yes,No,No,No,Yes,Yes,No,No,Current smoker - now smokes some days,Not at all (right now),Yes,"White only, Non-Hispanic",1.7,108.86,No,Yes,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
-No,24.37,No,No,No,0.0,0.0,No,Female,35-39,White,No,Yes,Excellent,8.0,No,No,Yes,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,27.71,,,,,,,Male,Age 65 to 69,,,,,,,,,Maine,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,Yes,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.85,95.25,Yes,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
-,30.9,,,,,,,Female,Age 25 to 29,,,,,,,,,Montana,10.0,5.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,Former smoker,Not at all (right now),No,"Other race only, Non-Hispanic",1.63,81.65,No,No,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
-,18.65,,,,,,,Female,Age 45 to 49,,,,,,,,,California,0.0,5.0,Within past year (anytime less than 12 months ago),Yes,8.0,"6 or more, but not all",No,No,No,No,No,No,No,No,No,No,No,Yes,Yes,No,No,No,Current smoker - now smokes every day,Use them every day,No,"White only, Non-Hispanic",1.78,58.97,No,Yes,No,Yes,"Yes, received tetanus shot but not sure what type",No,No
-,28.48,,,,,,,Male,Age 25 to 29,,,,,,,,,Texas,0.0,0.0,,No,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Current smoker - now smokes every day,Not at all (right now),Yes,"White only, Non-Hispanic",1.83,95.25,Yes,No,No,No,"No, did not receive any tetanus shot in the past 10 years",Yes,Yes
-,35.95,,,,,,,Male,Age 75 to 79,,,,,,,,,Washington,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,Yes,Yes,Yes,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.88,127.01,No,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
-,42.05,,,,,,,Female,Age 50 to 54,,,,,,,,,California,15.0,10.0,Within past year (anytime less than 12 months ago),No,6.0,1 to 5,No,No,No,Yes,No,Yes,Yes,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.63,111.13,Yes,Yes,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-No,24.21,No,No,No,0.0,0.0,Yes,Female,80 or older,White,No,No,Very good,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,46.79,Yes,No,No,30.0,3.0,Yes,Male,55-59,White,No,No,Very good,4.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,32.89,No,No,No,0.0,0.0,No,Male,75-79,Asian,Yes,Yes,Very good,7.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-Yes,29.12,Yes,No,No,5.0,1.0,Yes,Female,50-54,White,No,Yes,Fair,4.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,,,,,,,,Female,Age 65 to 69,,,,,,,,,Ohio,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,All,No,No,No,No,No,No,No,No,No,Yes,,,,,,,,,,"White only, Non-Hispanic",,,,,,,,,
-,21.87,,,,,,,Female,Age 65 to 69,,,,,,,,,New York,2.0,4.0,Within past year (anytime less than 12 months ago),Yes,5.0,"6 or more, but not all",No,No,No,No,,No,No,No,Yes,No,Yes,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.52,50.8,No,,No,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
-,33.54,,,,,,,Female,Age 55 to 59,,,,,,,,,New Mexico,0.0,0.0,Within past year (anytime less than 12 months ago),No,8.0,None of them,No,Yes,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,Hispanic,1.45,70.31,No,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-,22.31,,,,,,,Female,Age 18 to 24,,,,,,,,,Connecticut,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"Other race only, Non-Hispanic",1.63,58.97,Yes,,Yes,,"Yes, received tetanus shot but not sure what type",No,
-,27.81,,,,,,,Female,Age 60 to 64,,,,,,,,,South Carolina,14.0,0.0,Within past 2 years (1 year but less than 2 years ago),Yes,5.0,1 to 5,No,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,No,Current smoker - now smokes every day,Not at all (right now),Yes,"White only, Non-Hispanic",1.63,73.48,Yes,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-,22.6,,,,,,,Male,Age 65 to 69,,,,,,,,,Wisconsin,0.0,0.0,Within past year (anytime less than 12 months ago),No,8.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,Hispanic,1.68,63.5,Yes,No,Yes,No,"Yes, received tetanus shot but not sure what type",No,No
-,22.43,,,,,,,Male,Age 70 to 74,,,,,,,,,Colorado,30.0,0.0,Within past year (anytime less than 12 months ago),No,8.0,1 to 5,No,No,No,Yes,Yes,No,Yes,No,No,No,No,No,No,Yes,Yes,Yes,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.85,77.11,No,Yes,Yes,Yes,"Yes, received tetanus shot, but not Tdap",No,No
-,27.46,,,,,,,Female,Age 55 to 59,,,,,,,,,Puerto Rico,6.0,6.0,Within past year (anytime less than 12 months ago),No,6.0,1 to 5,No,No,No,No,No,No,No,No,,"No, pre-diabetes or borderline diabetes",No,No,No,No,No,No,Never smoked,Not at all (right now),No,Hispanic,1.63,72.57,No,Yes,No,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
-,27.26,,,,,,,Male,Age 18 to 24,,,,,,,,,Rhode Island,0.0,4.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,Yes,No,No,No,No,No,Yes,No,No,No,Never smoked,Not at all (right now),No,Hispanic,1.78,86.18,Yes,No,Yes,Yes,"Yes, received Tdap",No,Yes
-,24.69,,,,,,,Female,Age 55 to 59,,,,,,,,,Maryland,0.0,3.0,Within past 5 years (2 years but less than 5 years ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.57,61.23,Yes,Yes,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-,37.11,,,,,,,Female,Age 40 to 44,,,,,,,,,New York,7.0,30.0,5 or more years ago,Yes,7.0,None of them,No,No,No,No,No,No,Yes,No,No,No,No,No,Yes,No,,,,,,"White only, Non-Hispanic",1.52,86.18,,,,,,,
-No,38.01,Yes,No,No,0.0,0.0,No,Male,35-39,White,No,Yes,Very good,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,20.2,,,,,,,Female,Age 55 to 59,,,,,,,,,Alabama,2.0,0.0,Within past year (anytime less than 12 months ago),No,7.0,"6 or more, but not all",No,No,No,No,No,No,Yes,No,Yes,No,No,No,No,No,No,No,Never smoked,Not at all (right now),Yes,"White only, Non-Hispanic",1.7,58.51,No,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-,20.51,,,,,,,Female,Age 65 to 69,,,,,,,,,West Virginia,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Current smoker - now smokes every day,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.52,47.63,No,No,No,No,"Yes, received tetanus shot but not sure what type",No,No
-No,25.77,Yes,No,No,0.0,0.0,No,Male,40-44,Hispanic,No,No,Excellent,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-Yes,34.87,No,No,No,3.0,0.0,Yes,Male,65-69,White,Yes,Yes,Fair,6.0,No,Yes,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+HeartDisease,BMI,Smoking,AlcoholDrinking,Stroke,PhysicalHealth,MentalHealth,DiffWalking,Sex,AgeCategory,Race,Diabetic,PhysicalActivity,SleepTime,Asthma,KidneyDisease,SkinCancer,State,PhysicalHealthDays,MentalHealthDays,LastCheckupTime,PhysicalActivities,SleepHours,RemovedTeeth,HadHeartAttack,HadAngina,HadStroke,HadAsthma,HadSkinCancer,HadCOPD,HadDepressiveDisorder,HadKidneyDisease,HadArthritis,HadDiabetes,DeafOrHardOfHearing,BlindOrVisionDifficulty,DifficultyConcentrating,DifficultyWalking,DifficultyDressingBathing,DifficultyErrands,SmokerStatus,ECigaretteUsage,ChestScan,RaceEthnicityCategory,HeightInMeters,WeightInKilograms,AlcoholDrinkers,HIVTesting,FluVaxLast12,PneumoVaxEver,TetanusLast10Tdap,HighRiskLastYear,CovidPos
+No,35.44,Yes,No,No,30.0,10.0,No,Male,55-59,White,No,Yes,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,44.63,,,,,,,Female,Age 55 to 59,,,,,,,,South Dakota,,2.0,Within past year (anytime less than 12 months ago),No,6.0,"6 or more, but not all",No,No,No,No,No,No,No,Yes,Yes,Yes,No,No,No,,,,,,,"Multiracial, Non-Hispanic",1.63,117.93,,,,,,,
+No,20.36,Yes,Yes,No,0.0,2.0,No,Female,70-74,White,No,Yes,8.0,Yes,No,Yes,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,21.02,No,No,No,1.0,0.0,No,Male,18-24,White,No,Yes,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,30.34,No,No,No,0.0,0.0,No,Male,35-39,White,No,Yes,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,25.09,Yes,No,No,0.0,0.0,No,Male,40-44,Other,No,Yes,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,,,,,,,,Female,Age 30 to 34,,,,,,,,Missouri,0.0,30.0,Within past 2 years (1 year but less than 2 years ago),No,4.0,None of them,No,No,No,Yes,No,No,Yes,No,No,No,No,No,Yes,No,No,Yes,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.52,,No,No,No,Yes,"Yes, received Tdap",No,No
+,44.93,,,,,,,Female,Age 65 to 69,,,,,,,,Florida,5.0,10.0,Within past year (anytime less than 12 months ago),Yes,10.0,1 to 5,No,No,No,No,Yes,No,Yes,No,Yes,Yes,No,No,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.65,122.47,No,Yes,Yes,No,"Yes, received Tdap",No,Tested positive using home test without a health professional
+,29.12,,,,,,,Female,Age 70 to 74,,,,,,,,New York,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.65,79.38,Yes,No,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
+,21.14,,,,,,,Female,Age 75 to 79,,,,,,,,Washington,0.0,15.0,Within past year (anytime less than 12 months ago),Yes,5.0,None of them,No,No,No,No,Yes,No,Yes,Yes,No,No,No,Yes,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.7,61.23,Yes,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
+,24.75,,,,,,,Female,Age 70 to 74,,,,,,,,Hawaii,10.0,0.0,Within past year (anytime less than 12 months ago),Yes,10.0,1 to 5,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,Former smoker,Not at all (right now),No,"White only, Non-Hispanic",1.7,71.67,No,No,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+No,28.13,No,No,No,5.0,5.0,Yes,Female,65-69,Black,No,Yes,6.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,24.28,,,,,,,Male,Age 75 to 79,,,,,,,,Vermont,3.0,0.0,Within past year (anytime less than 12 months ago),No,7.0,1 to 5,Yes,No,No,No,No,No,No,No,Yes,No,No,No,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.7,70.31,Yes,No,Yes,No,,No,No
+,32.5,,,,,,,Female,Age 70 to 74,,,,,,,,West Virginia,0.0,5.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.55,78.02,Yes,No,Yes,Yes,"Yes, received Tdap",No,No
+,29.29,,,,,,,Female,Age 55 to 59,,,,,,,,New York,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,Hispanic,1.55,70.31,No,Yes,Yes,Yes,"Yes, received Tdap",No,No
+,,,,,,,,Male,Age 40 to 44,,,,,,,,Florida,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,5.0,None of them,No,No,No,No,No,No,No,No,No,No,,,,,,,,,,"White only, Non-Hispanic",,,,,,,,,
+No,38.39,No,No,No,30.0,0.0,No,Male,60-64,White,No,Yes,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,24.59,,,,,,,Female,Age 65 to 69,,,,,,,,Nevada,14.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,,No,No,No,Yes,No,No,No,Yes,Yes,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.7,71.21,Yes,Yes,No,Yes,"Yes, received tetanus shot but not sure what type",No,Yes
+,27.41,,,,,,,Male,Age 80 or older,,,,,,,,Alabama,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,1 to 5,No,No,No,No,No,No,No,No,Yes,No,No,Yes,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"Black only, Non-Hispanic",1.7,79.38,No,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
+,34.37,,,,,,,Male,Age 55 to 59,,,,,,,,Iowa,1.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Current smoker - now smokes every day,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.91,124.74,Yes,No,No,No,"Yes, received tetanus shot but not sure what type",No,Yes
+,33.47,,,,,,,Female,Age 35 to 39,,,,,,,,Nebraska,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,"6 or more, but not all",No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Current smoker - now smokes some days,Not at all (right now),No,"White only, Non-Hispanic",1.63,88.45,No,No,No,No,"Yes, received tetanus shot but not sure what type",No,Yes
+,22.85,,,,,,,Female,Age 75 to 79,,,,,,,,Montana,30.0,30.0,Within past year (anytime less than 12 months ago),No,7.0,All,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.52,53.07,No,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,Yes
+,37.76,,,,,,,Male,Age 60 to 64,,,,,,,,North Dakota,30.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,All,Yes,No,No,No,No,Yes,Yes,No,Yes,No,No,No,No,Yes,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.63,99.79,No,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
+No,31.17,No,Yes,No,2.0,0.0,No,Male,40-44,White,No,Yes,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,24.72,,,,,,,Male,Age 55 to 59,,,,,,,,Pennsylvania,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,No,No,Yes,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Current smoker - now smokes every day,Not at all (right now),No,"White only, Non-Hispanic",2.03,102.06,No,Yes,Yes,No,"Yes, received tetanus shot but not sure what type",No,Yes
+,35.87,,,,,,,Male,Age 45 to 49,,,,,,,,Wisconsin,10.0,5.0,Within past year (anytime less than 12 months ago),No,6.0,None of them,Yes,No,No,Yes,No,No,No,No,No,Yes,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.78,113.4,Yes,No,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+,28.35,,,,,,,Female,Age 80 or older,,,,,,,,Washington,0.0,0.0,Within past year (anytime less than 12 months ago),No,7.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.57,70.31,Yes,No,Yes,Yes,"Yes, received Tdap",No,No
+,31.09,,,,,,,Female,Age 70 to 74,,,,,,,,Vermont,0.0,0.0,Within past year (anytime less than 12 months ago),No,8.0,1 to 5,No,No,No,Yes,No,No,No,No,No,Yes,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.57,77.11,Yes,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
+,28.34,,,,,,,Female,Age 70 to 74,,,,,,,,Massachusetts,15.0,10.0,Within past year (anytime less than 12 months ago),No,6.0,1 to 5,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.55,68.04,No,No,No,Yes,"Yes, received tetanus shot but not sure what type",No,No
+,,,,,,,,Female,,,,,,,,,Missouri,7.0,0.0,Within past year (anytime less than 12 months ago),Yes,5.0,1 to 5,No,No,No,Yes,No,No,No,No,No,No,,,,,,,,,,"White only, Non-Hispanic",,,,,,,,,
+No,54.82,Yes,Yes,No,0.0,0.0,No,Male,50-54,White,No,Yes,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,44.29,Yes,No,No,0.0,5.0,No,Male,35-39,White,No,No,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,27.05,No,No,No,1.0,0.0,No,Male,45-49,White,No,Yes,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,24.8,,,,,,,Female,Age 35 to 39,,,,,,,,Minnesota,30.0,30.0,Within past year (anytime less than 12 months ago),Yes,5.0,1 to 5,No,No,No,No,No,No,Yes,No,Yes,No,No,No,No,Yes,No,No,Never smoked,Not at all (right now),No,"White only, Non-Hispanic",1.6,63.5,No,Yes,Yes,No,"Yes, received Tdap",No,No
+,25.09,,,,,,,Male,Age 70 to 74,,,,,,,,West Virginia,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,1 to 5,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.83,83.91,No,No,Yes,Yes,"Yes, received Tdap",No,No
+,21.03,,,,,,,Female,Age 18 to 24,,,,,,,,Hawaii,3.0,12.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Use them some days,No,"White only, Non-Hispanic",1.57,52.16,Yes,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
+No,25.32,Yes,No,No,3.0,2.0,No,Female,55-59,White,Yes,No,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,22.31,No,No,No,0.0,0.0,No,Female,80 or older,White,No,Yes,8.0,No,No,Yes,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,21.79,,,,,,,Female,Age 45 to 49,,,,,,,,Vermont,,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,Yes,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Not at all (right now),No,"White only, Non-Hispanic",1.68,61.23,Yes,Yes,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+,28.12,,,,,,,Male,Age 70 to 74,,,,,,,,Florida,0.0,30.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,No,No,No,No,Yes,No,Yes,No,Yes,No,Yes,No,No,No,No,No,Former smoker,Not at all (right now),Yes,"White only, Non-Hispanic",1.93,104.78,Yes,No,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
+,23.57,,,,,,,Female,Age 18 to 24,,,,,,,,Missouri,0.0,14.0,Within past 2 years (1 year but less than 2 years ago),Yes,6.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"Black only, Non-Hispanic",1.73,70.31,Yes,No,No,No,"Yes, received Tdap",No,No
+,27.26,,,,,,,Male,Age 30 to 34,,,,,,,,Montana,0.0,30.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,Yes,No,No,Yes,Yes,No,No,Yes,No,No,No,No,No,Current smoker - now smokes every day,Not at all (right now),Yes,"White only, Non-Hispanic",1.78,86.18,Yes,Yes,No,No,"Yes, received tetanus shot but not sure what type",No,No
+,32.11,,,,,,,Male,Age 70 to 74,,,,,,,,South Dakota,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.7,92.99,Yes,No,Yes,Yes,"Yes, received Tdap",No,No
+,49.78,,,,,,,Female,Age 35 to 39,,,,,,,,California,15.0,7.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,Yes,No,No,Yes,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"Multiracial, Non-Hispanic",1.63,131.54,Yes,Yes,Yes,Yes,"Yes, received Tdap",No,No
+,29.18,,,,,,,Female,Age 70 to 74,,,,,,,,Idaho,3.0,1.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,No,No,No,No,Yes,No,Yes,No,Yes,No,No,Yes,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.63,77.11,No,No,Yes,Yes,"Yes, received Tdap",No,No
+No,27.44,No,No,No,0.0,0.0,No,Female,70-74,Hispanic,No,No,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+Yes,28.63,No,No,No,10.0,0.0,Yes,Male,55-59,White,Yes,Yes,6.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,22.96,,,,,,,Male,Age 80 or older,,,,,,,,Washington,14.0,5.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,Yes,No,No,No,Yes,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.78,72.57,Yes,No,Yes,Yes,"Yes, received Tdap",No,No
+,31.38,,,,,,,Male,Age 55 to 59,,,,,,,,Kansas,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,Yes,Yes,No,No,No,No,No,No,Yes,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.8,102.06,Yes,No,No,Yes,"Yes, received tetanus shot but not sure what type",No,Yes
+No,21.7,No,No,No,0.0,0.0,No,Male,75-79,Hispanic,Yes,Yes,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,27.71,,,,,,,Male,Age 45 to 49,,,,,,,,Maine,0.0,0.0,Within past year (anytime less than 12 months ago),No,7.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Current smoker - now smokes every day,Use them some days,No,"White only, Non-Hispanic",1.85,95.25,No,Yes,Yes,Yes,"Yes, received Tdap",No,No
+,31.71,,,,,,,Female,Age 75 to 79,,,,,,,,Colorado,0.0,30.0,Within past year (anytime less than 12 months ago),Yes,5.0,"6 or more, but not all",No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Current smoker - now smokes every day,Use them some days,No,"White only, Non-Hispanic",1.6,81.19,No,No,No,Yes,"Yes, received tetanus shot but not sure what type",No,Yes
+,26.61,,,,,,,Male,Age 75 to 79,,,,,,,,Idaho,7.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.73,79.38,No,No,Yes,Yes,"Yes, received tetanus shot, but not Tdap",No,No
+,,,,,,,,Female,Age 75 to 79,,,,,,,,Arizona,0.0,0.0,Within past year (anytime less than 12 months ago),No,7.0,1 to 5,No,No,No,No,No,No,No,No,No,No,,,,,,,,,,"White only, Non-Hispanic",,,,,,,,,
+No,25.84,No,No,No,0.0,0.0,No,Female,45-49,White,No,Yes,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,28.19,No,No,Yes,5.0,10.0,No,Female,30-34,White,No,Yes,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,28.29,,,,,,,Female,Age 65 to 69,,,,,,,,Kansas,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,No,No,No,No,No,No,No,No,Yes,No,No,No,Yes,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.65,77.11,No,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
+No,23.17,No,No,No,0.0,1.0,No,Female,30-34,White,No,Yes,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,29.84,No,No,No,0.0,0.0,No,Male,45-49,White,No,Yes,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,38.52,,,,,,,Male,Age 18 to 24,,,,,,,,Nevada,3.0,3.0,5 or more years ago,Yes,5.0,None of them,No,No,No,Yes,No,No,No,No,No,No,No,No,Yes,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.88,136.08,Yes,No,No,No,"Yes, received tetanus shot but not sure what type",No,No
+No,25.4,Yes,No,No,30.0,0.0,Yes,Female,75-79,White,No,Yes,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,26.63,,,,,,,Female,Age 35 to 39,,,,,,,,South Dakota,10.0,0.0,Within past year (anytime less than 12 months ago),No,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"Other race only, Non-Hispanic",1.65,72.57,No,Yes,No,No,"Yes, received tetanus shot but not sure what type",No,Yes
+No,19.77,No,No,No,2.0,10.0,No,Female,18-24,White,No,Yes,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,36.18,Yes,No,No,0.0,7.0,Yes,Male,45-49,Other,No,Yes,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,33.09,,,,,,,Male,Age 40 to 44,,,,,,,,Mississippi,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Former smoker,Use them some days,,"White only, Non-Hispanic",1.68,92.99,Yes,No,No,No,"Yes, received tetanus shot but not sure what type",No,Yes
+,19.67,,,,,,,Male,Age 35 to 39,,,,,,,,Wisconsin,0.0,0.0,5 or more years ago,No,5.0,"6 or more, but not all",No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Not at all (right now),No,"White only, Non-Hispanic",1.83,65.77,No,No,No,No,"Yes, received tetanus shot but not sure what type",No,No
+,25.83,,,,,,,Male,Age 35 to 39,,,,,,,,Alabama,0.0,2.0,Within past year (anytime less than 12 months ago),Yes,5.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.78,81.65,Yes,Yes,No,No,"Yes, received tetanus shot but not sure what type",Yes,No
+,28.31,,,,,,,Male,Age 65 to 69,,,,,,,,Maryland,5.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,"6 or more, but not all",No,No,No,No,No,No,No,No,Yes,No,Yes,No,Yes,Yes,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.8,92.08,No,No,Yes,Yes,"Yes, received tetanus shot, but not Tdap",No,Yes
+,17.63,,,,,,,Male,Age 70 to 74,,,,,,,,Colorado,,0.0,Within past year (anytime less than 12 months ago),Yes,5.0,All,No,No,No,No,No,Yes,No,No,Yes,No,No,No,No,Yes,No,No,Current smoker - now smokes every day,Not at all (right now),Yes,"White only, Non-Hispanic",1.83,58.97,Yes,Yes,Yes,Yes,"Yes, received Tdap",No,No
+,28.23,,,,,,,Male,Age 50 to 54,,,,,,,,Alabama,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Not at all (right now),Yes,"White only, Non-Hispanic",1.85,97.07,No,No,No,No,"Yes, received Tdap",No,No
+No,30.41,Yes,Yes,No,1.0,0.0,No,Female,50-54,White,Yes,No,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,43.75,,,,,,,Male,Age 65 to 69,,,,,,,,Missouri,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,Yes,Yes,Yes,No,No,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"Black only, Non-Hispanic",1.91,158.76,Yes,Yes,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,Yes
+,34.46,,,,,,,Male,Age 80 or older,,,,,,,,Massachusetts,1.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,"6 or more, but not all",No,No,No,No,Yes,No,No,No,Yes,Yes,Yes,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.7,99.79,Yes,No,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
+No,21.89,No,No,No,0.0,0.0,No,Female,40-44,White,No,Yes,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,27.02,Yes,No,No,0.0,0.0,No,Female,35-39,American Indian/Alaskan Native,No,Yes,8.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,24.03,,,,,,,Female,Age 18 to 24,,,,,,,,Virginia,6.0,14.0,Within past 2 years (1 year but less than 2 years ago),Yes,11.0,None of them,No,No,No,Yes,No,No,Yes,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"Other race only, Non-Hispanic",1.63,63.5,Yes,No,No,No,"Yes, received Tdap",No,No
+,,,,,,,,Female,Age 75 to 79,,,,,,,,Utah,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.52,,No,No,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+,28.15,,,,,,,Female,Age 70 to 74,,,,,,,,Colorado,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.63,74.39,Yes,No,Yes,Yes,"Yes, received tetanus shot, but not Tdap",No,No
+,20.53,,,,,,,Female,Age 50 to 54,,,,,,,,Michigan,0.0,5.0,Within past year (anytime less than 12 months ago),Yes,5.0,None of them,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.73,61.23,No,Yes,Yes,No,"Yes, received Tdap",No,No
+,25.84,,,,,,,Female,Age 65 to 69,,,,,,,,Washington,0.0,0.0,Within past year (anytime less than 12 months ago),No,6.0,"6 or more, but not all",No,No,No,Yes,No,No,No,No,Yes,No,No,No,No,Yes,No,No,Current smoker - now smokes every day,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.75,79.38,Yes,Yes,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+,21.93,,,,,,,Female,Age 80 or older,,,,,,,,Connecticut,0.0,0.0,Within past year (anytime less than 12 months ago),No,9.0,None of them,No,No,No,No,Yes,No,No,No,Yes,No,No,No,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.7,63.5,Yes,No,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+No,28.34,Yes,Yes,No,0.0,15.0,No,Female,40-44,White,No,Yes,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,30.68,No,No,No,0.0,0.0,No,Male,25-29,Hispanic,No,Yes,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,31.01,,,,,,,Male,Age 50 to 54,,,,,,,,Arkansas,1.0,0.0,Within past year (anytime less than 12 months ago),Yes,5.0,1 to 5,No,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,No,Former smoker,Not at all (right now),Yes,"White only, Non-Hispanic",1.75,95.25,No,No,No,Yes,"Yes, received tetanus shot but not sure what type",No,Yes
+No,24.11,No,No,No,2.0,5.0,No,Male,18-24,White,No,Yes,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,23.01,,,,,,,Male,Age 25 to 29,,,,,,,,New York,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.8,74.84,Yes,Yes,Yes,No,"Yes, received Tdap",No,Yes
+,27.26,,,,,,,Male,Age 50 to 54,,,,,,,,Vermont,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"Other race only, Non-Hispanic",1.78,86.18,Yes,No,Yes,No,"Yes, received tetanus shot, but not Tdap",No,Yes
+,24.41,,,,,,,Male,Age 60 to 64,,,,,,,,Maryland,0.0,0.0,Within past year (anytime less than 12 months ago),No,8.0,1 to 5,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,No,No,Current smoker - now smokes every day,Never used e-cigarettes in my entire life,,"White only, Non-Hispanic",1.83,81.65,,,,,,,
+,48.71,,,,,,,Female,Age 70 to 74,,,,,,,,West Virginia,10.0,0.0,Within past year (anytime less than 12 months ago),No,6.0,All,No,No,No,No,No,No,No,No,Yes,Yes,No,No,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.6,124.74,No,No,No,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
+,28.25,,,,,,,Male,Age 65 to 69,,,,,,,,Washington,0.0,0.0,Within past year (anytime less than 12 months ago),No,8.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"Other race only, Non-Hispanic",1.68,79.38,Yes,No,No,Yes,"Yes, received Tdap",No,No
+,30.13,,,,,,,Male,Age 70 to 74,,,,,,,,Maine,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,Yes,Yes,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Not at all (right now),Yes,"White only, Non-Hispanic",1.78,95.25,No,No,No,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
+,42.57,,,,,,,Female,Age 45 to 49,,,,,,,,Minnesota,30.0,15.0,Within past year (anytime less than 12 months ago),No,6.0,"6 or more, but not all",No,No,No,No,No,No,Yes,No,Yes,"No, pre-diabetes or borderline diabetes",No,No,No,Yes,Yes,No,Current smoker - now smokes every day,Use them some days,Yes,"White only, Non-Hispanic",1.73,127.01,No,Yes,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
+,19.67,,,,,,,Male,Age 18 to 24,,,,,,,,Ohio,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.83,65.77,No,No,Yes,No,"Yes, received Tdap",No,No
+,30.81,,,,,,,Male,Age 50 to 54,,,,,,,,Minnesota,0.0,5.0,Within past year (anytime less than 12 months ago),No,8.0,None of them,No,No,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,Current smoker - now smokes every day,Not at all (right now),No,"White only, Non-Hispanic",1.88,108.86,No,Yes,No,No,"Yes, received tetanus shot but not sure what type",No,Yes
+No,22.71,Yes,No,No,0.0,5.0,No,Female,35-39,White,No,No,5.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,23.06,,,,,,,Male,Age 18 to 24,,,,,,,,Nebraska,0.0,4.0,Within past 2 years (1 year but less than 2 years ago),Yes,8.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.83,77.11,No,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
+,22.92,,,,,,,Female,Age 80 or older,,,,,,,,Wyoming,0.0,0.0,Within past year (anytime less than 12 months ago),No,7.0,None of them,No,No,No,Yes,No,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Not at all (right now),Yes,"White only, Non-Hispanic",1.68,64.41,No,No,No,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
+,,,,,,,,Female,Age 75 to 79,,,,,,,,Maryland,2.0,10.0,Within past year (anytime less than 12 months ago),Yes,8.0,"6 or more, but not all",No,No,No,Yes,No,No,Yes,No,Yes,No,,,,,,,,,,"White only, Non-Hispanic",,,,,,,,,
+No,22.96,Yes,No,No,0.0,0.0,No,Male,65-69,White,No,Yes,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,24.33,No,No,No,0.0,2.0,No,Male,35-39,White,No,Yes,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,27.27,,,,,,,Male,Age 70 to 74,,,,,,,,Virginia,0.0,0.0,Within past year (anytime less than 12 months ago),No,7.0,,No,No,No,No,No,Yes,No,No,Yes,Yes,Yes,No,No,Yes,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.96,104.33,Yes,No,Yes,No,"Yes, received tetanus shot but not sure what type",No,No
+Yes,27.44,No,No,No,0.0,0.0,No,Female,80 or older,White,No,Yes,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,29.03,,,,,,,Male,Age 40 to 44,,,,,,,,Texas,0.0,30.0,Within past 5 years (2 years but less than 5 years ago),No,4.0,1 to 5,Yes,Yes,No,No,No,Yes,Yes,No,Yes,No,Yes,No,Yes,No,No,Yes,Current smoker - now smokes every day,Use them some days,Yes,"White only, Non-Hispanic",1.85,99.79,Yes,Yes,No,No,"Yes, received tetanus shot but not sure what type",No,No
+,31.31,,,,,,,Female,Age 65 to 69,,,,,,,,Minnesota,15.0,0.0,Within past year (anytime less than 12 months ago),No,8.0,None of them,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.5,70.31,No,No,Yes,No,"Yes, received Tdap",No,No
+,21.63,,,,,,,Female,Age 80 or older,,,,,,,,Ohio,6.0,,Within past year (anytime less than 12 months ago),No,7.0,1 to 5,No,No,No,No,No,No,Yes,No,Yes,No,No,No,Yes,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.65,58.97,No,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+,,,,,,,,Female,Age 55 to 59,,,,,,,,Tennessee,1.0,0.0,Within past year (anytime less than 12 months ago),No,7.0,None of them,No,No,No,No,No,No,No,No,No,No,,,,,,,,,,"Black only, Non-Hispanic",,,,,,,,,
+No,25.58,Yes,No,No,15.0,15.0,Yes,Female,75-79,American Indian/Alaskan Native,Yes,No,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,34.01,No,No,No,0.0,0.0,Yes,Female,80 or older,White,No,No,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,28.32,,,,,,,Female,Age 80 or older,,,,,,,,Nebraska,0.0,0.0,Within past year (anytime less than 12 months ago),No,7.0,1 to 5,No,No,No,No,Yes,Yes,No,No,Yes,No,No,Yes,No,Yes,Yes,Yes,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.52,65.77,No,No,No,Yes,"Yes, received tetanus shot, but not Tdap",No,No
+,35.15,,,,,,,Female,Age 55 to 59,,,,,,,,Indiana,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,1 to 5,No,No,No,No,No,No,No,No,Yes,Yes,No,No,Yes,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,,1.52,81.65,No,,No,No,"Yes, received tetanus shot but not sure what type",No,Yes
+,42.77,,,,,,,Female,Age 35 to 39,,,,,,,,Florida,1.0,4.0,Within past year (anytime less than 12 months ago),Yes,6.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.68,120.2,No,,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+No,28.7,Yes,No,No,1.0,0.0,No,Male,80 or older,Hispanic,Yes,Yes,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,23.99,,,,,,,Female,Age 80 or older,,,,,,,,New Hampshire,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,1 to 5,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Not at all (right now),Yes,"White only, Non-Hispanic",1.8,78.02,Yes,No,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
+,21.52,,,,,,,Female,Age 60 to 64,,,,,,,,Washington,14.0,5.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,Yes,No,Yes,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.78,68.04,Yes,No,No,No,"Yes, received tetanus shot but not sure what type",No,Yes
+,28.8,,,,,,,Female,Age 30 to 34,,,,,,,,Nebraska,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.75,88.45,Yes,No,No,No,"Yes, received Tdap",No,Yes
+No,32.08,No,No,No,1.0,3.0,No,Male,18-24,Black,No,Yes,6.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,19.37,,,,,,,Female,Age 45 to 49,,,,,,,,Rhode Island,0.0,7.0,Within past year (anytime less than 12 months ago),Yes,4.0,1 to 5,No,No,No,No,No,No,Yes,No,Yes,"No, pre-diabetes or borderline diabetes",No,No,No,No,No,No,Current smoker - now smokes every day,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.68,54.43,No,No,Yes,Yes,"Yes, received Tdap",No,No
+,31.19,,,,,,,Male,Age 70 to 74,,,,,,,,Colorado,0.0,0.0,Within past year (anytime less than 12 months ago),No,7.0,All,No,No,No,No,No,No,Yes,No,Yes,"No, pre-diabetes or borderline diabetes",Yes,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,,1.83,104.33,Yes,Yes,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
+,29.23,,,,,,,Male,Age 55 to 59,,,,,,,,Indiana,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.6,74.84,Yes,,No,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
+,29.69,,,,,,,Female,Age 75 to 79,,,,,,,,New York,2.0,3.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,Yes,No,Yes,Yes,No,No,No,Yes,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.5,66.68,No,Yes,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,Tested positive using home test without a health professional
+,26.89,,,,,,,Female,Age 75 to 79,,,,,,,,Puerto Rico,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,Yes,No,No,No,No,Yes,No,No,Never smoked,Not at all (right now),No,Hispanic,1.57,66.68,No,No,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,Yes
+,22.96,,,,,,,Male,Age 80 or older,,,,,,,,Arizona,0.0,0.0,Within past year (anytime less than 12 months ago),No,8.0,None of them,No,No,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.78,72.57,Yes,No,No,Yes,"Yes, received tetanus shot but not sure what type",No,No
+,21.7,,,,,,,Male,Age 40 to 44,,,,,,,,Georgia,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"Black only, Non-Hispanic",1.83,72.57,No,Yes,Yes,No,"Yes, received tetanus shot but not sure what type",No,Yes
+,27.89,,,,,,,Male,Age 65 to 69,,,,,,,,Alaska,30.0,0.0,Within past year (anytime less than 12 months ago),No,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,Yes,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.8,90.72,No,Yes,No,No,"Yes, received tetanus shot but not sure what type",No,No
+No,34.95,No,No,No,0.0,0.0,No,Female,55-59,White,No,Yes,7.0,No,No,Yes,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,31.53,No,No,No,3.0,0.0,No,Female,60-64,Hispanic,No,Yes,7.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,25.66,Yes,No,No,0.0,0.0,No,Female,70-74,Black,Yes,Yes,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,33.0,Yes,No,No,0.0,1.0,No,Male,70-74,White,No,Yes,5.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,20.09,Yes,No,No,0.0,4.0,No,Male,30-34,White,No,Yes,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,25.42,,,,,,,Female,Age 40 to 44,,,,,,,,Nevada,0.0,30.0,Within past 5 years (2 years but less than 5 years ago),No,4.0,1 to 5,No,No,No,No,No,No,Yes,Yes,No,No,No,No,No,No,No,No,Current smoker - now smokes some days,Never used e-cigarettes in my entire life,No,Hispanic,1.57,63.05,Yes,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
+,30.41,,,,,,,Female,Age 75 to 79,,,,,,,,Kansas,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,"6 or more, but not all",No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.73,90.72,No,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+No,38.41,Yes,Yes,No,0.0,14.0,Yes,Male,65-69,White,No,Yes,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,20.41,Yes,No,No,0.0,0.0,No,Female,70-74,White,No,Yes,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,25.84,,,,,,,Male,Age 25 to 29,,,,,,,,Massachusetts,0.0,1.0,5 or more years ago,Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"Other race only, Non-Hispanic",1.75,79.38,Yes,No,No,No,"Yes, received tetanus shot but not sure what type",No,Yes
+,27.8,,,,,,,Male,Age 70 to 74,,,,,,,,New Hampshire,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,1 to 5,No,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.83,92.99,Yes,No,No,No,"Yes, received tetanus shot but not sure what type",No,No
+,19.94,,,,,,,Male,Age 55 to 59,,,,,,,,Pennsylvania,0.0,0.0,Within past 2 years (1 year but less than 2 years ago),Yes,9.0,All,No,No,No,No,No,Yes,No,No,Yes,No,No,No,No,No,No,No,Current smoker - now smokes every day,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.75,61.23,Yes,No,No,No,"Yes, received tetanus shot but not sure what type",No,No
+,24.13,,,,,,,Female,Age 80 or older,,,,,,,,Texas,0.0,0.0,Within past year (anytime less than 12 months ago),No,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.65,65.77,No,No,Yes,Yes,"Yes, received Tdap",No,No
+No,24.28,Yes,No,No,0.0,2.0,No,Female,65-69,White,No,Yes,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,28.7,,,,,,,Female,Age 60 to 64,,,,,,,,Minnesota,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,Yes,No,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.6,73.48,No,Yes,Yes,No,"Yes, received Tdap",No,No
+Yes,23.74,Yes,No,No,0.0,0.0,No,Male,65-69,Black,No,Yes,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,45.76,No,No,No,0.0,0.0,Yes,Female,55-59,Hispanic,No,Yes,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,29.86,No,No,No,0.0,4.0,No,Female,60-64,White,No,Yes,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,26.54,Yes,No,No,0.0,0.0,No,Male,75-79,White,No,No,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,24.96,No,No,No,0.0,3.0,No,Female,25-29,White,No,Yes,7.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,23.43,,,,,,,Male,Age 60 to 64,,,,,,,,Washington,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.8,76.2,Yes,No,No,,"Yes, received Tdap",No,Tested positive using home test without a health professional
+,23.63,,,,,,,Male,Age 50 to 54,,,,,,,,Wyoming,3.0,0.0,5 or more years ago,Yes,8.0,1 to 5,No,No,No,Yes,No,No,Yes,No,Yes,No,No,No,No,,,,,,,"White only, Non-Hispanic",1.75,72.57,,,,,,,
+,31.01,,,,,,,Male,Age 50 to 54,,,,,,,,North Dakota,0.0,0.0,5 or more years ago,Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.75,95.25,Yes,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+No,23.4,Yes,No,No,0.0,0.0,No,Female,60-64,White,No,Yes,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,29.05,,,,,,,Male,Age 40 to 44,,,,,,,,Michigan,1.0,3.0,Within past year (anytime less than 12 months ago),Yes,7.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Not at all (right now),No,"Other race only, Non-Hispanic",1.68,81.65,Yes,Yes,No,Yes,"Yes, received tetanus shot but not sure what type",No,No
+No,23.06,No,No,No,0.0,0.0,No,Male,30-34,Black,No,Yes,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,,,,,,,,Female,Age 40 to 44,,,,,,,,Washington,1.0,2.0,Within past 2 years (1 year but less than 2 years ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.7,90.72,No,Yes,Yes,,"Yes, received Tdap",Yes,Yes
+No,28.25,Yes,No,No,0.0,0.0,No,Male,60-64,White,No,Yes,9.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,25.77,,,,,,,Male,Age 75 to 79,,,,,,,,Kansas,30.0,0.0,Within past year (anytime less than 12 months ago),Yes,5.0,None of them,No,No,No,Yes,No,No,No,No,Yes,No,No,No,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.83,86.18,No,Yes,Yes,Yes,"Yes, received tetanus shot, but not Tdap",No,No
+,33.89,,,,,,,Female,Age 65 to 69,,,,,,,,New Hampshire,1.0,2.0,Within past 2 years (1 year but less than 2 years ago),Yes,7.0,"6 or more, but not all",No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.68,95.25,Yes,Yes,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,Yes
+,23.38,,,,,,,Female,Age 80 or older,,,,,,,,Massachusetts,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,Yes,No,No,Yes,No,Yes,No,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.6,59.87,Yes,No,Yes,Yes,"Yes, received Tdap",No,Yes
+No,22.31,No,No,No,0.0,0.0,No,Female,18-24,White,No,Yes,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,22.32,,,,,,,Male,Age 70 to 74,,,,,,,,Colorado,1.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.8,72.57,Yes,No,No,Yes,"Yes, received tetanus shot but not sure what type",No,No
+,27.26,,,,,,,Male,Age 75 to 79,,,,,,,,California,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,5.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Current smoker - now smokes every day,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.78,86.18,Yes,No,Yes,No,"Yes, received tetanus shot but not sure what type",No,No
+No,35.15,No,No,No,0.0,0.0,Yes,Female,80 or older,White,No,No,8.0,No,No,Yes,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,34.33,,,,,,,Female,Age 75 to 79,,,,,,,,Maine,,0.0,Within past year (anytime less than 12 months ago),No,8.0,All,No,No,No,No,,No,No,No,Yes,Yes,Yes,No,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,,1.63,90.72,No,No,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
+,22.31,,,,,,,Female,Age 65 to 69,,,,,,,,Nebraska,5.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.63,58.97,Yes,No,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
+,26.61,,,,,,,Male,Age 80 or older,,,,,,,,California,0.0,20.0,Within past year (anytime less than 12 months ago),No,,"6 or more, but not all",No,No,No,No,,No,No,No,,Yes,No,Yes,No,No,No,Yes,Former smoker,Never used e-cigarettes in my entire life,,"White only, Non-Hispanic",1.73,79.38,Yes,,Yes,Yes,"Yes, received Tdap",No,No
+No,26.96,No,No,No,0.0,0.0,No,Female,40-44,White,No,Yes,8.0,No,No,Yes,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,32.28,No,No,No,0.0,0.0,No,Male,60-64,White,No,Yes,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,28.34,,,,,,,Female,Age 70 to 74,,,,,,,,Rhode Island,0.0,5.0,Within past year (anytime less than 12 months ago),Yes,7.0,1 to 5,No,No,No,No,No,No,No,No,Yes,Yes,No,No,No,Yes,No,No,Current smoker - now smokes every day,Not at all (right now),Yes,"White only, Non-Hispanic",1.6,72.57,No,No,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,Yes
+,33.47,,,,,,,Male,Age 75 to 79,,,,,,,,Kansas,15.0,15.0,Within past year (anytime less than 12 months ago),No,9.0,"6 or more, but not all",Yes,Yes,No,No,No,No,No,No,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Yes,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.8,108.86,Yes,No,Yes,Yes,"Yes, received Tdap",No,No
+,23.75,,,,,,,Male,Age 25 to 29,,,,,,,,Ohio,3.0,2.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Use them every day,No,"White only, Non-Hispanic",1.88,83.91,Yes,No,No,,"Yes, received Tdap",No,Yes
+,25.83,,,,,,,Male,Age 65 to 69,,,,,,,,Iowa,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.78,81.65,No,No,Yes,No,"Yes, received tetanus shot but not sure what type",No,Tested positive using home test without a health professional
+,23.72,,,,,,,Male,Age 18 to 24,,,,,,,,Missouri,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,,1.73,70.76,No,No,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
+No,31.01,Yes,Yes,No,0.0,0.0,No,Male,50-54,Hispanic,No,No,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,36.85,,,,,,,Female,Age 35 to 39,,,,,,,,Arkansas,0.0,2.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.6,94.35,Yes,No,Yes,No,"Yes, received Tdap",No,No
+,27.46,,,,,,,Male,Age 60 to 64,,,,,,,,Indiana,0.0,0.0,Within past year (anytime less than 12 months ago),No,6.0,1 to 5,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Current smoker - now smokes every day,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.65,74.84,Yes,Yes,No,No,"Yes, received tetanus shot but not sure what type",No,No
+,37.59,,,,,,,Female,Age 65 to 69,,,,,,,,Wisconsin,3.0,30.0,Within past year (anytime less than 12 months ago),Yes,12.0,1 to 5,No,No,No,No,No,No,Yes,Yes,Yes,No,No,No,Yes,Yes,No,No,Current smoker - now smokes some days,Not at all (right now),Yes,"White only, Non-Hispanic",1.7,108.86,No,Yes,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
+No,24.37,No,No,No,0.0,0.0,No,Female,35-39,White,No,Yes,8.0,No,No,Yes,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,27.71,,,,,,,Male,Age 65 to 69,,,,,,,,Maine,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,Yes,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.85,95.25,Yes,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
+,30.9,,,,,,,Female,Age 25 to 29,,,,,,,,Montana,10.0,5.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,Former smoker,Not at all (right now),No,"Other race only, Non-Hispanic",1.63,81.65,No,No,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
+,18.65,,,,,,,Female,Age 45 to 49,,,,,,,,California,0.0,5.0,Within past year (anytime less than 12 months ago),Yes,8.0,"6 or more, but not all",No,No,No,No,No,No,No,No,No,No,No,Yes,Yes,No,No,No,Current smoker - now smokes every day,Use them every day,No,"White only, Non-Hispanic",1.78,58.97,No,Yes,No,Yes,"Yes, received tetanus shot but not sure what type",No,No
+,28.48,,,,,,,Male,Age 25 to 29,,,,,,,,Texas,0.0,0.0,,No,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Current smoker - now smokes every day,Not at all (right now),Yes,"White only, Non-Hispanic",1.83,95.25,Yes,No,No,No,"No, did not receive any tetanus shot in the past 10 years",Yes,Yes
+,35.95,,,,,,,Male,Age 75 to 79,,,,,,,,Washington,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,Yes,Yes,Yes,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.88,127.01,No,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
+,42.05,,,,,,,Female,Age 50 to 54,,,,,,,,California,15.0,10.0,Within past year (anytime less than 12 months ago),No,6.0,1 to 5,No,No,No,Yes,No,Yes,Yes,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.63,111.13,Yes,Yes,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+No,24.21,No,No,No,0.0,0.0,Yes,Female,80 or older,White,No,No,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,46.79,Yes,No,No,30.0,3.0,Yes,Male,55-59,White,No,No,4.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,32.89,No,No,No,0.0,0.0,No,Male,75-79,Asian,Yes,Yes,7.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+Yes,29.12,Yes,No,No,5.0,1.0,Yes,Female,50-54,White,No,Yes,4.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,,,,,,,,Female,Age 65 to 69,,,,,,,,Ohio,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,All,No,No,No,No,No,No,No,No,No,Yes,,,,,,,,,,"White only, Non-Hispanic",,,,,,,,,
+,21.87,,,,,,,Female,Age 65 to 69,,,,,,,,New York,2.0,4.0,Within past year (anytime less than 12 months ago),Yes,5.0,"6 or more, but not all",No,No,No,No,,No,No,No,Yes,No,Yes,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.52,50.8,No,,No,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
+,33.54,,,,,,,Female,Age 55 to 59,,,,,,,,New Mexico,0.0,0.0,Within past year (anytime less than 12 months ago),No,8.0,None of them,No,Yes,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,Hispanic,1.45,70.31,No,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+,22.31,,,,,,,Female,Age 18 to 24,,,,,,,,Connecticut,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"Other race only, Non-Hispanic",1.63,58.97,Yes,,Yes,,"Yes, received tetanus shot but not sure what type",No,
+,27.81,,,,,,,Female,Age 60 to 64,,,,,,,,South Carolina,14.0,0.0,Within past 2 years (1 year but less than 2 years ago),Yes,5.0,1 to 5,No,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,No,Current smoker - now smokes every day,Not at all (right now),Yes,"White only, Non-Hispanic",1.63,73.48,Yes,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+,22.6,,,,,,,Male,Age 65 to 69,,,,,,,,Wisconsin,0.0,0.0,Within past year (anytime less than 12 months ago),No,8.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,Hispanic,1.68,63.5,Yes,No,Yes,No,"Yes, received tetanus shot but not sure what type",No,No
+,22.43,,,,,,,Male,Age 70 to 74,,,,,,,,Colorado,30.0,0.0,Within past year (anytime less than 12 months ago),No,8.0,1 to 5,No,No,No,Yes,Yes,No,Yes,No,No,No,No,No,No,Yes,Yes,Yes,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.85,77.11,No,Yes,Yes,Yes,"Yes, received tetanus shot, but not Tdap",No,No
+,27.46,,,,,,,Female,Age 55 to 59,,,,,,,,Puerto Rico,6.0,6.0,Within past year (anytime less than 12 months ago),No,6.0,1 to 5,No,No,No,No,No,No,No,No,,"No, pre-diabetes or borderline diabetes",No,No,No,No,No,No,Never smoked,Not at all (right now),No,Hispanic,1.63,72.57,No,Yes,No,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
+,27.26,,,,,,,Male,Age 18 to 24,,,,,,,,Rhode Island,0.0,4.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,Yes,No,No,No,No,No,Yes,No,No,No,Never smoked,Not at all (right now),No,Hispanic,1.78,86.18,Yes,No,Yes,Yes,"Yes, received Tdap",No,Yes
+,24.69,,,,,,,Female,Age 55 to 59,,,,,,,,Maryland,0.0,3.0,Within past 5 years (2 years but less than 5 years ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.57,61.23,Yes,Yes,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+,37.11,,,,,,,Female,Age 40 to 44,,,,,,,,New York,7.0,30.0,5 or more years ago,Yes,7.0,None of them,No,No,No,No,No,No,Yes,No,No,No,No,No,Yes,No,,,,,,"White only, Non-Hispanic",1.52,86.18,,,,,,,
+No,38.01,Yes,No,No,0.0,0.0,No,Male,35-39,White,No,Yes,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,20.2,,,,,,,Female,Age 55 to 59,,,,,,,,Alabama,2.0,0.0,Within past year (anytime less than 12 months ago),No,7.0,"6 or more, but not all",No,No,No,No,No,No,Yes,No,Yes,No,No,No,No,No,No,No,Never smoked,Not at all (right now),Yes,"White only, Non-Hispanic",1.7,58.51,No,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+,20.51,,,,,,,Female,Age 65 to 69,,,,,,,,West Virginia,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Current smoker - now smokes every day,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.52,47.63,No,No,No,No,"Yes, received tetanus shot but not sure what type",No,No
+No,25.77,Yes,No,No,0.0,0.0,No,Male,40-44,Hispanic,No,No,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+Yes,34.87,No,No,No,3.0,0.0,Yes,Male,65-69,White,Yes,Yes,6.0,No,Yes,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
diff --git a/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_006/history.csv b/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_006/history.csv
index a9b104c592ad25546795fcd5c31bfd741671a573..cd85ba28f3ab6f5b57d63a703b2f34d097c0ce0d 100644
--- a/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_006/history.csv
+++ b/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_006/history.csv
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:b46075750bea58ff23c4d7949025a9ce5ed0953f249a6d2def426fb9e5267972
-size 271613311
+oid sha256:cb3ba31d5e18d100aaf9f61a75cebc9d716494aa22c54721bf837b51568fb236
+size 270591908
diff --git a/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_006/info.json b/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_006/info.json
index 53272e3074451c673817a05ef4da5ee438d07863..c876b7e9aa18ec2175d72a1a6b59bf487c77e98c 100644
--- a/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_006/info.json
+++ b/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_006/info.json
@@ -1,401 +1,393 @@
-{
-    "name": "Indicators of Heart Disease (2022 UPDATE)",
-    "source": "https://www.kaggle.com/datasets/kamilpytlak/personal-key-indicators-of-heart-disease/data",
-    "data_intro": "The dataset originally comes from the CDC and is a major part of the Behavioral Risk Factor Surveillance System (BRFSS), which conducts annual telephone surveys to collect data on the health status of U.S. residents. As described by the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm): \"Established in 1984 with 15 states, BRFSS now collects data in all 50 states, the District of Columbia, and three U.S. territories. BRFSS completes more than 400,000 adult interviews each year, making it the largest continuously conducted health survey system in the world. The most recent dataset includes data from 2023. In this dataset, I noticed many factors (questions) that directly or indirectly influence heart disease, so I decided to select the most relevant variables from it. I also decided to share with you two versions of the most recent dataset: with NaNs and without it.",
-    "is_splited": false,
-    "overall_size": 1010949,
-    "train_size": 0,
-    "test_size": 0,
-    "c_classes": 46,
-    "n_classes": 9,
-    "cat_feature_intro": {
-        "HeartDisease": "The dataset originally comes from the CDC and is a major part of the Behavioral Risk Factor Surveillance System (BRFSS), which conducts annual telephone surveys to collect data on the health status of U.S. residents. As described by the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm): \"Established in 1984 with 15 states, BRFSS now collects data in all 50 states, the District of Columbia, and three U.S. territories. BRFSS completes more than 400,000 adult interviews each year, making it the largest continuously conducted health survey system in the world. The most recent dataset includes data from 2023. In this dataset, I noticed many factors (questions) that directly or indirectly influence heart disease, so I decided to select the most relevant variables from it. I also decided to share with you two versions of the most recent dataset: with NaNs and without it.",
-        "Smoking": "According to the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm), heart disease is a leading cause of death for people of most races in the U.S. (African Americans, American Indians and Alaska Natives, and whites). About half of all Americans (47%) have at least 1 of 3 major risk factors for heart disease: high blood pressure, high cholesterol, and smoking. Other key indicators include diabetes status, obesity (high BMI), not getting enough physical activity, or drinking too much alcohol. Identifying and preventing the factors that have the greatest impact on heart disease is very important in healthcare. In turn, developments in computing allow the application of machine learning methods to detect \"patterns\" in the data that can predict a patient's condition.",
-        "AlcoholDrinking": "According to the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm), excessive alcohol consumption can lead to high blood pressure, heart failure, and even stroke. It is important to monitor and manage alcohol intake to reduce the risk of heart disease.",
-        "Stroke": "A stroke is a medical emergency that occurs when the blood supply to part of the brain is interrupted or reduced, preventing brain tissue from getting oxygen and nutrients. This can lead to serious health complications, including heart disease.",
-        "DiffWalking": "Difficulty walking can be a sign of underlying health issues, including heart disease. It is important to address mobility issues to improve overall health and reduce the risk of heart-related complications.",
-        "Sex": "Sex is a biological factor that can influence the risk of heart disease. Men and women may experience different symptoms and risk factors for heart disease.",
-        "AgeCategory": "Age is a significant risk factor for heart disease. As people age, their risk of developing heart disease increases. It is important to monitor heart health as individuals get older.",
-        "Race": "According to the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm), heart disease is a leading cause of death for people of most races in the U.S. (African Americans, American Indians and Alaska Natives, and whites). About half of all Americans (47%) have at least 1 of 3 major risk factors for heart disease: high blood pressure, high cholesterol, and smoking. Other key indicators include diabetes status, obesity (high BMI), not getting enough physical activity, or drinking too much alcohol. Identifying and preventing the factors that have the greatest impact on heart disease is very important in healthcare. In turn, developments in computing allow the application of machine learning methods to detect \"patterns\" in the data that can predict a patient's condition.",
-        "Diabetic": "Diabetes is a major risk factor for heart disease. High blood sugar levels can damage blood vessels and nerves that control the heart, leading to an increased risk of heart disease.",
-        "PhysicalActivity": "Regular physical activity is important for maintaining heart health. It can help reduce the risk of heart disease by improving blood pressure, cholesterol levels, and overall cardiovascular fitness.",
-        "GenHealth": "General health status can influence the risk of heart disease. It is important to maintain overall health and address any underlying health issues to reduce the risk of heart-related complications.",
-        "Asthma": "Asthma is a chronic respiratory condition that can affect heart health. It is important to manage asthma symptoms to reduce the risk of heart disease.",
-        "KidneyDisease": "Kidney disease can increase the risk of heart disease. It is important to monitor and manage kidney health to reduce the risk of heart-related complications.",
-        "SkinCancer": "Skin cancer is a type of cancer that can affect overall health. It is important to address and treat skin cancer to maintain overall health and reduce the risk of heart disease.",
-        "State": "The dataset originally comes from the CDC and is a major part of the Behavioral Risk Factor Surveillance System (BRFSS), which conducts annual telephone surveys to collect data on the health status of U.S. residents. As described by the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm): \"Established in 1984 with 15 states, BRFSS now collects data in all 50 states, the District of Columbia, and three U.S. territories. BRFSS completes more than 400,000 adult interviews each year, making it the largest continuously conducted health survey system in the world. The most recent dataset includes data from 2023. In this dataset, I noticed many factors (questions) that directly or indirectly influence heart disease, so I decided to select the most relevant variables from it. I also decided to share with you two versions of the most recent dataset: with NaNs and without it.",
-        "GeneralHealth": "General health status can influence the risk of heart disease. It is important to maintain overall health and address any underlying health issues to reduce the risk of heart-related complications.",
-        "LastCheckupTime": "The time since the last medical checkup can be an important factor in heart health. Regular checkups can help identify and address risk factors for heart disease early.",
-        "PhysicalActivities": "Engaging in regular physical activities is important for maintaining heart health. It can help reduce the risk of heart disease by improving blood pressure, cholesterol levels, and overall cardiovascular fitness.",
-        "RemovedTeeth": "The number of removed teeth can be an indicator of overall health, including heart health. Poor oral health has been linked to an increased risk of heart disease.",
-        "HadHeartAttack": "As described above, the original dataset of nearly 300 variables was reduced to 40 variables. In addition to classical EDA, this dataset can be used to apply a number of machine learning methods, especially classifier models (logistic regression, SVM, random forest, etc.). You should treat the variable \"HadHeartAttack\" as binary (\"Yes\" - respondent had heart disease; \"No\" - respondent did not have heart disease). Note, however, that the classes are unbalanced, so the classic approach of applying a model is not advisable. Fixing the weights/undersampling should yield much better results. Based on the data set, I built a logistic regression model and embedded it in an application that might inspire you: https://share.streamlit.io/kamilpytlak/heart-condition-checker/main/app.py. Can you indicate which variables have a significant effect on the likelihood of heart disease?",
-        "HadAngina": "Angina is a type of chest pain caused by reduced blood flow to the heart. It is a symptom of coronary artery disease and can indicate an increased risk of heart disease.",
-        "HadStroke": "A stroke is a medical emergency that occurs when the blood supply to part of the brain is interrupted or reduced, preventing brain tissue from getting oxygen and nutrients. This can lead to serious health complications, including heart disease.",
-        "HadAsthma": "Asthma is a chronic respiratory condition that can affect heart health. It is important to manage asthma symptoms to reduce the risk of heart disease.",
-        "HadSkinCancer": "Skin cancer is a type of cancer that can affect overall health. It is important to address and treat skin cancer to maintain overall health and reduce the risk of heart disease.",
-        "HadCOPD": "Chronic obstructive pulmonary disease (COPD) is a chronic inflammatory lung disease that causes obstructed airflow from the lungs. It can increase the risk of heart disease.",
-        "HadDepressiveDisorder": "Depressive disorders can affect overall health and increase the risk of heart disease. It is important to address and manage mental health to reduce the risk of heart-related complications.",
-        "HadKidneyDisease": "Kidney disease can increase the risk of heart disease. It is important to monitor and manage kidney health to reduce the risk of heart-related complications.",
-        "HadArthritis": "Arthritis is a condition that causes inflammation of the joints. It can affect overall health and increase the risk of heart disease.",
-        "HadDiabetes": "Diabetes is a major risk factor for heart disease. High blood sugar levels can damage blood vessels and nerves that control the heart, leading to an increased risk of heart disease.",
-        "DeafOrHardOfHearing": "Hearing loss can affect overall health and quality of life. It is important to address and manage hearing issues to maintain overall health and reduce the risk of heart disease.",
-        "BlindOrVisionDifficulty": "Vision difficulties can affect overall health and quality of life. It is important to address and manage vision issues to maintain overall health and reduce the risk of heart disease.",
-        "DifficultyConcentrating": "Difficulty concentrating can be a sign of underlying health issues, including heart disease. It is important to address cognitive issues to improve overall health and reduce the risk of heart-related complications.",
-        "DifficultyWalking": "Difficulty walking can be a sign of underlying health issues, including heart disease. It is important to address mobility issues to improve overall health and reduce the risk of heart-related complications.",
-        "DifficultyDressingBathing": "Difficulty with daily activities such as dressing and bathing can be a sign of underlying health issues, including heart disease. It is important to address these issues to improve overall health and reduce the risk of heart-related complications.",
-        "DifficultyErrands": "Difficulty running errands can be a sign of underlying health issues, including heart disease. It is important to address these issues to improve overall health and reduce the risk of heart-related complications.",
-        "SmokerStatus": "Smoking is a major risk factor for heart disease. It is important to address and manage smoking habits to reduce the risk of heart-related complications.",
-        "ECigaretteUsage": "E-cigarette usage can affect heart health. It is important to monitor and manage e-cigarette usage to reduce the risk of heart disease.",
-        "ChestScan": "Chest scans can help identify underlying health issues, including heart disease. It is important to monitor and address any abnormalities found in chest scans to maintain overall health.",
-        "RaceEthnicityCategory": "Race and ethnicity can influence the risk of heart disease. It is important to consider these factors when assessing and managing heart health.",
-        "AlcoholDrinkers": "According to the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm), excessive alcohol consumption can lead to high blood pressure, heart failure, and even stroke. It is important to monitor and manage alcohol intake to reduce the risk of heart disease.",
-        "HIVTesting": "HIV testing is important for overall health. It is important to address and manage HIV status to reduce the risk of heart-related complications.",
-        "FluVaxLast12": "Receiving a flu vaccine in the last 12 months can help reduce the risk of respiratory infections, which can affect heart health. It is important to stay up-to-date with vaccinations to maintain overall health.",
-        "PneumoVaxEver": "Receiving a pneumococcal vaccine can help reduce the risk of respiratory infections, which can affect heart health. It is important to stay up-to-date with vaccinations to maintain overall health.",
-        "TetanusLast10Tdap": "Receiving a tetanus vaccine in the last 10 years can help reduce the risk of infections, which can affect heart health. It is important to stay up-to-date with vaccinations to maintain overall health.",
-        "HighRiskLastYear": "Being at high risk for health issues in the last year can affect overall health and increase the risk of heart disease. It is important to address and manage high-risk factors to reduce the risk of heart-related complications.",
-        "CovidPos": "Testing positive for COVID-19 can affect overall health and increase the risk of heart disease. It is important to monitor and manage COVID-19 symptoms to reduce the risk of heart-related complications."
-    },
-    "num_feature_intro": {
-        "BMI": "According to the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm), heart disease is a leading cause of death for people of most races in the U.S. (African Americans, American Indians and Alaska Natives, and whites). About half of all Americans (47%) have at least 1 of 3 major risk factors for heart disease: high blood pressure, high cholesterol, and smoking. Other key indicators include diabetes status, obesity (high BMI), not getting enough physical activity, or drinking too much alcohol. Identifying and preventing the factors that have the greatest impact on heart disease is very important in healthcare. In turn, developments in computing allow the application of machine learning methods to detect \"patterns\" in the data that can predict a patient's condition.",
-        "PhysicalHealth": "Physical health is an important factor in overall well-being and can influence the risk of heart disease. It is important to maintain good physical health to reduce the risk of heart-related complications.",
-        "MentalHealth": "Mental health is an important factor in overall well-being and can influence the risk of heart disease. It is important to address and manage mental health to reduce the risk of heart-related complications.",
-        "SleepTime": "Sleep time is an important factor in overall health. Poor sleep can affect heart health and increase the risk of heart disease. It is important to maintain good sleep habits to reduce the risk of heart-related complications.",
-        "PhysicalHealthDays": "The number of days with good physical health can be an indicator of overall well-being. It is important to maintain good physical health to reduce the risk of heart-related complications.",
-        "MentalHealthDays": "The number of days with good mental health can be an indicator of overall well-being. It is important to address and manage mental health to reduce the risk of heart-related complications.",
-        "SleepHours": "The number of hours of sleep can affect overall health. Poor sleep can affect heart health and increase the risk of heart disease. It is important to maintain good sleep habits to reduce the risk of heart-related complications.",
-        "HeightInMeters": "Height can be an indicator of overall health. It is important to monitor and maintain a healthy height-to-weight ratio to reduce the risk of heart disease.",
-        "WeightInKilograms": "Weight can be an indicator of overall health. It is important to maintain a healthy weight to reduce the risk of heart disease."
-    },
-    "evaluation_metric": "The evaluation metric for this dataset can include accuracy, precision, recall, F1-score, and AUC-ROC. These metrics can help assess the performance of machine learning models in predicting heart disease.",
-    "task_type": "classification",
-    "target": "GeneralHealth",
-    "num_feature_value": {
-        "BMI": [
-            12.02,
-            99.64
-        ],
-        "HeightInMeters": [
-            0.91,
-            2.41
-        ],
-        "MentalHealth": [
-            0.0,
-            30.0
-        ],
-        "MentalHealthDays": [
-            0.0,
-            30.0
-        ],
-        "PhysicalHealth": [
-            0.0,
-            30.0
-        ],
-        "PhysicalHealthDays": [
-            0.0,
-            30.0
-        ],
-        "SleepHours": [
-            1.0,
-            24.0
-        ],
-        "SleepTime": [
-            1.0,
-            24.0
-        ],
-        "WeightInKilograms": [
-            22.68,
-            292.57
-        ]
-    },
-    "cat_feature_value": {
-        "AgeCategory": [
-            "18-24",
-            "25-29",
-            "30-34",
-            "35-39",
-            "40-44",
-            "45-49",
-            "50-54",
-            "55-59",
-            "60-64",
-            "65-69",
-            "70-74",
-            "75-79",
-            "80 or older",
-            "Age 18 to 24",
-            "Age 25 to 29",
-            "Age 30 to 34",
-            "Age 35 to 39",
-            "Age 40 to 44",
-            "Age 45 to 49",
-            "Age 50 to 54",
-            "Age 55 to 59",
-            "Age 60 to 64",
-            "Age 65 to 69",
-            "Age 70 to 74",
-            "Age 75 to 79",
-            "Age 80 or older"
-        ],
-        "AlcoholDrinkers": [
-            "No",
-            "Yes"
-        ],
-        "AlcoholDrinking": [
-            "No",
-            "Yes"
-        ],
-        "Asthma": [
-            "No",
-            "Yes"
-        ],
-        "BlindOrVisionDifficulty": [
-            "No",
-            "Yes"
-        ],
-        "ChestScan": [
-            "No",
-            "Yes"
-        ],
-        "CovidPos": [
-            "No",
-            "Tested positive using home test without a health professional",
-            "Yes"
-        ],
-        "DeafOrHardOfHearing": [
-            "No",
-            "Yes"
-        ],
-        "Diabetic": [
-            "No",
-            "No, borderline diabetes",
-            "Yes",
-            "Yes (during pregnancy)"
-        ],
-        "DiffWalking": [
-            "No",
-            "Yes"
-        ],
-        "DifficultyConcentrating": [
-            "No",
-            "Yes"
-        ],
-        "DifficultyDressingBathing": [
-            "No",
-            "Yes"
-        ],
-        "DifficultyErrands": [
-            "No",
-            "Yes"
-        ],
-        "DifficultyWalking": [
-            "No",
-            "Yes"
-        ],
-        "ECigaretteUsage": [
-            "Never used e-cigarettes in my entire life",
-            "Not at all (right now)",
-            "Use them every day",
-            "Use them some days"
-        ],
-        "FluVaxLast12": [
-            "No",
-            "Yes"
-        ],
-        "GenHealth": [
-            "Excellent",
-            "Fair",
-            "Good",
-            "Poor",
-            "Very good"
-        ],
-        "GeneralHealth": [
-            "Excellent",
-            "Fair",
-            "Good",
-            "Poor",
-            "Very good"
-        ],
-        "HIVTesting": [
-            "No",
-            "Yes"
-        ],
-        "HadAngina": [
-            "No",
-            "Yes"
-        ],
-        "HadArthritis": [
-            "No",
-            "Yes"
-        ],
-        "HadAsthma": [
-            "No",
-            "Yes"
-        ],
-        "HadCOPD": [
-            "No",
-            "Yes"
-        ],
-        "HadDepressiveDisorder": [
-            "No",
-            "Yes"
-        ],
-        "HadDiabetes": [
-            "No",
-            "No, pre-diabetes or borderline diabetes",
-            "Yes",
-            "Yes, but only during pregnancy (female)"
-        ],
-        "HadHeartAttack": [
-            "No",
-            "Yes"
-        ],
-        "HadKidneyDisease": [
-            "No",
-            "Yes"
-        ],
-        "HadSkinCancer": [
-            "No",
-            "Yes"
-        ],
-        "HadStroke": [
-            "No",
-            "Yes"
-        ],
-        "HeartDisease": [
-            "No",
-            "Yes"
-        ],
-        "HighRiskLastYear": [
-            "No",
-            "Yes"
-        ],
-        "KidneyDisease": [
-            "No",
-            "Yes"
-        ],
-        "LastCheckupTime": [
-            "5 or more years ago",
-            "Within past 2 years (1 year but less than 2 years ago)",
-            "Within past 5 years (2 years but less than 5 years ago)",
-            "Within past year (anytime less than 12 months ago)"
-        ],
-        "PhysicalActivities": [
-            "No",
-            "Yes"
-        ],
-        "PhysicalActivity": [
-            "No",
-            "Yes"
-        ],
-        "PneumoVaxEver": [
-            "No",
-            "Yes"
-        ],
-        "Race": [
-            "American Indian/Alaskan Native",
-            "Asian",
-            "Black",
-            "Hispanic",
-            "Other",
-            "White"
-        ],
-        "RaceEthnicityCategory": [
-            "Black only, Non-Hispanic",
-            "Hispanic",
-            "Multiracial, Non-Hispanic",
-            "Other race only, Non-Hispanic",
-            "White only, Non-Hispanic"
-        ],
-        "RemovedTeeth": [
-            "1 to 5",
-            "6 or more, but not all",
-            "All",
-            "None of them"
-        ],
-        "Sex": [
-            "Female",
-            "Male"
-        ],
-        "SkinCancer": [
-            "No",
-            "Yes"
-        ],
-        "SmokerStatus": [
-            "Current smoker - now smokes every day",
-            "Current smoker - now smokes some days",
-            "Former smoker",
-            "Never smoked"
-        ],
-        "Smoking": [
-            "No",
-            "Yes"
-        ],
-        "State": [
-            "Alabama",
-            "Alaska",
-            "Arizona",
-            "Arkansas",
-            "California",
-            "Colorado",
-            "Connecticut",
-            "Delaware",
-            "District of Columbia",
-            "Florida",
-            "Georgia",
-            "Guam",
-            "Hawaii",
-            "Idaho",
-            "Illinois",
-            "Indiana",
-            "Iowa",
-            "Kansas",
-            "Kentucky",
-            "Louisiana",
-            "Maine",
-            "Maryland",
-            "Massachusetts",
-            "Michigan",
-            "Minnesota",
-            "Mississippi",
-            "Missouri",
-            "Montana",
-            "Nebraska",
-            "Nevada",
-            "New Hampshire",
-            "New Jersey",
-            "New Mexico",
-            "New York",
-            "North Carolina",
-            "North Dakota",
-            "Ohio",
-            "Oklahoma",
-            "Oregon",
-            "Pennsylvania",
-            "Puerto Rico",
-            "Rhode Island",
-            "South Carolina",
-            "South Dakota",
-            "Tennessee",
-            "Texas",
-            "Utah",
-            "Vermont",
-            "Virgin Islands",
-            "Virginia",
-            "Washington",
-            "West Virginia",
-            "Wisconsin",
-            "Wyoming"
-        ],
-        "Stroke": [
-            "No",
-            "Yes"
-        ],
-        "TetanusLast10Tdap": [
-            "No, did not receive any tetanus shot in the past 10 years",
-            "Yes, received Tdap",
-            "Yes, received tetanus shot but not sure what type",
-            "Yes, received tetanus shot, but not Tdap"
-        ]
-    }
-}
\ No newline at end of file
+{
+  "name": "Indicators of Heart Disease (2022 UPDATE)",
+  "source": "https://www.kaggle.com/datasets/kamilpytlak/personal-key-indicators-of-heart-disease/data",
+  "data_intro": "The dataset originally comes from the CDC and is a major part of the Behavioral Risk Factor Surveillance System (BRFSS), which conducts annual telephone surveys to collect data on the health status of U.S. residents. As described by the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm): \"Established in 1984 with 15 states, BRFSS now collects data in all 50 states, the District of Columbia, and three U.S. territories. BRFSS completes more than 400,000 adult interviews each year, making it the largest continuously conducted health survey system in the world. The most recent dataset includes data from 2023. In this dataset, I noticed many factors (questions) that directly or indirectly influence heart disease, so I decided to select the most relevant variables from it. I also decided to share with you two versions of the most recent dataset: with NaNs and without it.",
+  "is_splited": false,
+  "overall_size": 1010949,
+  "train_size": 0,
+  "test_size": 0,
+  "c_classes": 45,
+  "n_classes": 9,
+  "cat_feature_intro": {
+    "HeartDisease": "The dataset originally comes from the CDC and is a major part of the Behavioral Risk Factor Surveillance System (BRFSS), which conducts annual telephone surveys to collect data on the health status of U.S. residents. As described by the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm): \"Established in 1984 with 15 states, BRFSS now collects data in all 50 states, the District of Columbia, and three U.S. territories. BRFSS completes more than 400,000 adult interviews each year, making it the largest continuously conducted health survey system in the world. The most recent dataset includes data from 2023. In this dataset, I noticed many factors (questions) that directly or indirectly influence heart disease, so I decided to select the most relevant variables from it. I also decided to share with you two versions of the most recent dataset: with NaNs and without it.",
+    "Smoking": "According to the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm), heart disease is a leading cause of death for people of most races in the U.S. (African Americans, American Indians and Alaska Natives, and whites). About half of all Americans (47%) have at least 1 of 3 major risk factors for heart disease: high blood pressure, high cholesterol, and smoking. Other key indicators include diabetes status, obesity (high BMI), not getting enough physical activity, or drinking too much alcohol. Identifying and preventing the factors that have the greatest impact on heart disease is very important in healthcare. In turn, developments in computing allow the application of machine learning methods to detect \"patterns\" in the data that can predict a patient's condition.",
+    "AlcoholDrinking": "According to the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm), excessive alcohol consumption can lead to high blood pressure, heart failure, and even stroke. It is important to monitor and manage alcohol intake to reduce the risk of heart disease.",
+    "Stroke": "A stroke is a medical emergency that occurs when the blood supply to part of the brain is interrupted or reduced, preventing brain tissue from getting oxygen and nutrients. This can lead to serious health complications, including heart disease.",
+    "DiffWalking": "Difficulty walking can be a sign of underlying health issues, including heart disease. It is important to address mobility issues to improve overall health and reduce the risk of heart-related complications.",
+    "Sex": "Sex is a biological factor that can influence the risk of heart disease. Men and women may experience different symptoms and risk factors for heart disease.",
+    "AgeCategory": "Age is a significant risk factor for heart disease. As people age, their risk of developing heart disease increases. It is important to monitor heart health as individuals get older.",
+    "Race": "According to the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm), heart disease is a leading cause of death for people of most races in the U.S. (African Americans, American Indians and Alaska Natives, and whites). About half of all Americans (47%) have at least 1 of 3 major risk factors for heart disease: high blood pressure, high cholesterol, and smoking. Other key indicators include diabetes status, obesity (high BMI), not getting enough physical activity, or drinking too much alcohol. Identifying and preventing the factors that have the greatest impact on heart disease is very important in healthcare. In turn, developments in computing allow the application of machine learning methods to detect \"patterns\" in the data that can predict a patient's condition.",
+    "Diabetic": "Diabetes is a major risk factor for heart disease. High blood sugar levels can damage blood vessels and nerves that control the heart, leading to an increased risk of heart disease.",
+    "PhysicalActivity": "Regular physical activity is important for maintaining heart health. It can help reduce the risk of heart disease by improving blood pressure, cholesterol levels, and overall cardiovascular fitness.",
+    "Asthma": "Asthma is a chronic respiratory condition that can affect heart health. It is important to manage asthma symptoms to reduce the risk of heart disease.",
+    "KidneyDisease": "Kidney disease can increase the risk of heart disease. It is important to monitor and manage kidney health to reduce the risk of heart-related complications.",
+    "SkinCancer": "Skin cancer is a type of cancer that can affect overall health. It is important to address and treat skin cancer to maintain overall health and reduce the risk of heart disease.",
+    "State": "The dataset originally comes from the CDC and is a major part of the Behavioral Risk Factor Surveillance System (BRFSS), which conducts annual telephone surveys to collect data on the health status of U.S. residents. As described by the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm): \"Established in 1984 with 15 states, BRFSS now collects data in all 50 states, the District of Columbia, and three U.S. territories. BRFSS completes more than 400,000 adult interviews each year, making it the largest continuously conducted health survey system in the world. The most recent dataset includes data from 2023. In this dataset, I noticed many factors (questions) that directly or indirectly influence heart disease, so I decided to select the most relevant variables from it. I also decided to share with you two versions of the most recent dataset: with NaNs and without it.",
+    "GeneralHealth": "Self-reported general health from BRFSS GENHLTH: Excellent, Very good, Good, Fair, or Poor.",
+    "LastCheckupTime": "The time since the last medical checkup can be an important factor in heart health. Regular checkups can help identify and address risk factors for heart disease early.",
+    "PhysicalActivities": "Engaging in regular physical activities is important for maintaining heart health. It can help reduce the risk of heart disease by improving blood pressure, cholesterol levels, and overall cardiovascular fitness.",
+    "RemovedTeeth": "The number of removed teeth can be an indicator of overall health, including heart health. Poor oral health has been linked to an increased risk of heart disease.",
+    "HadHeartAttack": "As described above, the original dataset of nearly 300 variables was reduced to 40 variables. In addition to classical EDA, this dataset can be used to apply a number of machine learning methods, especially classifier models (logistic regression, SVM, random forest, etc.). You should treat the variable \"HadHeartAttack\" as binary (\"Yes\" - respondent had heart disease; \"No\" - respondent did not have heart disease). Note, however, that the classes are unbalanced, so the classic approach of applying a model is not advisable. Fixing the weights/undersampling should yield much better results. Based on the data set, I built a logistic regression model and embedded it in an application that might inspire you: https://share.streamlit.io/kamilpytlak/heart-condition-checker/main/app.py. Can you indicate which variables have a significant effect on the likelihood of heart disease?",
+    "HadAngina": "Angina is a type of chest pain caused by reduced blood flow to the heart. It is a symptom of coronary artery disease and can indicate an increased risk of heart disease.",
+    "HadStroke": "A stroke is a medical emergency that occurs when the blood supply to part of the brain is interrupted or reduced, preventing brain tissue from getting oxygen and nutrients. This can lead to serious health complications, including heart disease.",
+    "HadAsthma": "Asthma is a chronic respiratory condition that can affect heart health. It is important to manage asthma symptoms to reduce the risk of heart disease.",
+    "HadSkinCancer": "Skin cancer is a type of cancer that can affect overall health. It is important to address and treat skin cancer to maintain overall health and reduce the risk of heart disease.",
+    "HadCOPD": "Chronic obstructive pulmonary disease (COPD) is a chronic inflammatory lung disease that causes obstructed airflow from the lungs. It can increase the risk of heart disease.",
+    "HadDepressiveDisorder": "Depressive disorders can affect overall health and increase the risk of heart disease. It is important to address and manage mental health to reduce the risk of heart-related complications.",
+    "HadKidneyDisease": "Kidney disease can increase the risk of heart disease. It is important to monitor and manage kidney health to reduce the risk of heart-related complications.",
+    "HadArthritis": "Arthritis is a condition that causes inflammation of the joints. It can affect overall health and increase the risk of heart disease.",
+    "HadDiabetes": "Diabetes is a major risk factor for heart disease. High blood sugar levels can damage blood vessels and nerves that control the heart, leading to an increased risk of heart disease.",
+    "DeafOrHardOfHearing": "Hearing loss can affect overall health and quality of life. It is important to address and manage hearing issues to maintain overall health and reduce the risk of heart disease.",
+    "BlindOrVisionDifficulty": "Vision difficulties can affect overall health and quality of life. It is important to address and manage vision issues to maintain overall health and reduce the risk of heart disease.",
+    "DifficultyConcentrating": "Difficulty concentrating can be a sign of underlying health issues, including heart disease. It is important to address cognitive issues to improve overall health and reduce the risk of heart-related complications.",
+    "DifficultyWalking": "Difficulty walking can be a sign of underlying health issues, including heart disease. It is important to address mobility issues to improve overall health and reduce the risk of heart-related complications.",
+    "DifficultyDressingBathing": "Difficulty with daily activities such as dressing and bathing can be a sign of underlying health issues, including heart disease. It is important to address these issues to improve overall health and reduce the risk of heart-related complications.",
+    "DifficultyErrands": "Difficulty running errands can be a sign of underlying health issues, including heart disease. It is important to address these issues to improve overall health and reduce the risk of heart-related complications.",
+    "SmokerStatus": "Smoking is a major risk factor for heart disease. It is important to address and manage smoking habits to reduce the risk of heart-related complications.",
+    "ECigaretteUsage": "E-cigarette usage can affect heart health. It is important to monitor and manage e-cigarette usage to reduce the risk of heart disease.",
+    "ChestScan": "Chest scans can help identify underlying health issues, including heart disease. It is important to monitor and address any abnormalities found in chest scans to maintain overall health.",
+    "RaceEthnicityCategory": "Race and ethnicity can influence the risk of heart disease. It is important to consider these factors when assessing and managing heart health.",
+    "AlcoholDrinkers": "According to the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm), excessive alcohol consumption can lead to high blood pressure, heart failure, and even stroke. It is important to monitor and manage alcohol intake to reduce the risk of heart disease.",
+    "HIVTesting": "Whether the respondent has ever been tested for HIV (Yes/No), not the result of that test.",
+    "FluVaxLast12": "Receiving a flu vaccine in the last 12 months can help reduce the risk of respiratory infections, which can affect heart health. It is important to stay up-to-date with vaccinations to maintain overall health.",
+    "PneumoVaxEver": "Receiving a pneumococcal vaccine can help reduce the risk of respiratory infections, which can affect heart health. It is important to stay up-to-date with vaccinations to maintain overall health.",
+    "TetanusLast10Tdap": "Receiving a tetanus vaccine in the last 10 years can help reduce the risk of infections, which can affect heart health. It is important to stay up-to-date with vaccinations to maintain overall health.",
+    "HighRiskLastYear": "Being at high risk for health issues in the last year can affect overall health and increase the risk of heart disease. It is important to address and manage high-risk factors to reduce the risk of heart-related complications.",
+    "CovidPos": "Testing positive for COVID-19 can affect overall health and increase the risk of heart disease. It is important to monitor and manage COVID-19 symptoms to reduce the risk of heart-related complications."
+  },
+  "num_feature_intro": {
+    "BMI": "According to the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm), heart disease is a leading cause of death for people of most races in the U.S. (African Americans, American Indians and Alaska Natives, and whites). About half of all Americans (47%) have at least 1 of 3 major risk factors for heart disease: high blood pressure, high cholesterol, and smoking. Other key indicators include diabetes status, obesity (high BMI), not getting enough physical activity, or drinking too much alcohol. Identifying and preventing the factors that have the greatest impact on heart disease is very important in healthcare. In turn, developments in computing allow the application of machine learning methods to detect \"patterns\" in the data that can predict a patient's condition.",
+    "PhysicalHealth": "Physical health is an important factor in overall well-being and can influence the risk of heart disease. It is important to maintain good physical health to reduce the risk of heart-related complications.",
+    "MentalHealth": "Mental health is an important factor in overall well-being and can influence the risk of heart disease. It is important to address and manage mental health to reduce the risk of heart-related complications.",
+    "SleepTime": "Sleep time is an important factor in overall health. Poor sleep can affect heart health and increase the risk of heart disease. It is important to maintain good sleep habits to reduce the risk of heart-related complications.",
+    "PhysicalHealthDays": "The number of days with good physical health can be an indicator of overall well-being. It is important to maintain good physical health to reduce the risk of heart-related complications.",
+    "MentalHealthDays": "The number of days with good mental health can be an indicator of overall well-being. It is important to address and manage mental health to reduce the risk of heart-related complications.",
+    "SleepHours": "The number of hours of sleep can affect overall health. Poor sleep can affect heart health and increase the risk of heart disease. It is important to maintain good sleep habits to reduce the risk of heart-related complications.",
+    "HeightInMeters": "Height can be an indicator of overall health. It is important to monitor and maintain a healthy height-to-weight ratio to reduce the risk of heart disease.",
+    "WeightInKilograms": "Weight can be an indicator of overall health. It is important to maintain a healthy weight to reduce the risk of heart disease."
+  },
+  "evaluation_metric": "The evaluation metric for this dataset can include accuracy, precision, recall, F1-score, and AUC-ROC. These metrics can help assess the performance of machine learning models in predicting heart disease.",
+  "task_type": "classification",
+  "target": "GeneralHealth",
+  "num_feature_value": {
+    "BMI": [
+      12.02,
+      99.64
+    ],
+    "HeightInMeters": [
+      0.91,
+      2.41
+    ],
+    "MentalHealth": [
+      0.0,
+      30.0
+    ],
+    "MentalHealthDays": [
+      0.0,
+      30.0
+    ],
+    "PhysicalHealth": [
+      0.0,
+      30.0
+    ],
+    "PhysicalHealthDays": [
+      0.0,
+      30.0
+    ],
+    "SleepHours": [
+      1.0,
+      24.0
+    ],
+    "SleepTime": [
+      1.0,
+      24.0
+    ],
+    "WeightInKilograms": [
+      22.68,
+      292.57
+    ]
+  },
+  "cat_feature_value": {
+    "AgeCategory": [
+      "18-24",
+      "25-29",
+      "30-34",
+      "35-39",
+      "40-44",
+      "45-49",
+      "50-54",
+      "55-59",
+      "60-64",
+      "65-69",
+      "70-74",
+      "75-79",
+      "80 or older",
+      "Age 18 to 24",
+      "Age 25 to 29",
+      "Age 30 to 34",
+      "Age 35 to 39",
+      "Age 40 to 44",
+      "Age 45 to 49",
+      "Age 50 to 54",
+      "Age 55 to 59",
+      "Age 60 to 64",
+      "Age 65 to 69",
+      "Age 70 to 74",
+      "Age 75 to 79",
+      "Age 80 or older"
+    ],
+    "AlcoholDrinkers": [
+      "No",
+      "Yes"
+    ],
+    "AlcoholDrinking": [
+      "No",
+      "Yes"
+    ],
+    "Asthma": [
+      "No",
+      "Yes"
+    ],
+    "BlindOrVisionDifficulty": [
+      "No",
+      "Yes"
+    ],
+    "ChestScan": [
+      "No",
+      "Yes"
+    ],
+    "CovidPos": [
+      "No",
+      "Tested positive using home test without a health professional",
+      "Yes"
+    ],
+    "DeafOrHardOfHearing": [
+      "No",
+      "Yes"
+    ],
+    "Diabetic": [
+      "No",
+      "No, borderline diabetes",
+      "Yes",
+      "Yes (during pregnancy)"
+    ],
+    "DiffWalking": [
+      "No",
+      "Yes"
+    ],
+    "DifficultyConcentrating": [
+      "No",
+      "Yes"
+    ],
+    "DifficultyDressingBathing": [
+      "No",
+      "Yes"
+    ],
+    "DifficultyErrands": [
+      "No",
+      "Yes"
+    ],
+    "DifficultyWalking": [
+      "No",
+      "Yes"
+    ],
+    "ECigaretteUsage": [
+      "Never used e-cigarettes in my entire life",
+      "Not at all (right now)",
+      "Use them every day",
+      "Use them some days"
+    ],
+    "FluVaxLast12": [
+      "No",
+      "Yes"
+    ],
+    "GeneralHealth": [
+      "Excellent",
+      "Very good",
+      "Good",
+      "Fair",
+      "Poor"
+    ],
+    "HIVTesting": [
+      "No",
+      "Yes"
+    ],
+    "HadAngina": [
+      "No",
+      "Yes"
+    ],
+    "HadArthritis": [
+      "No",
+      "Yes"
+    ],
+    "HadAsthma": [
+      "No",
+      "Yes"
+    ],
+    "HadCOPD": [
+      "No",
+      "Yes"
+    ],
+    "HadDepressiveDisorder": [
+      "No",
+      "Yes"
+    ],
+    "HadDiabetes": [
+      "No",
+      "No, pre-diabetes or borderline diabetes",
+      "Yes",
+      "Yes, but only during pregnancy (female)"
+    ],
+    "HadHeartAttack": [
+      "No",
+      "Yes"
+    ],
+    "HadKidneyDisease": [
+      "No",
+      "Yes"
+    ],
+    "HadSkinCancer": [
+      "No",
+      "Yes"
+    ],
+    "HadStroke": [
+      "No",
+      "Yes"
+    ],
+    "HeartDisease": [
+      "No",
+      "Yes"
+    ],
+    "HighRiskLastYear": [
+      "No",
+      "Yes"
+    ],
+    "KidneyDisease": [
+      "No",
+      "Yes"
+    ],
+    "LastCheckupTime": [
+      "5 or more years ago",
+      "Within past 2 years (1 year but less than 2 years ago)",
+      "Within past 5 years (2 years but less than 5 years ago)",
+      "Within past year (anytime less than 12 months ago)"
+    ],
+    "PhysicalActivities": [
+      "No",
+      "Yes"
+    ],
+    "PhysicalActivity": [
+      "No",
+      "Yes"
+    ],
+    "PneumoVaxEver": [
+      "No",
+      "Yes"
+    ],
+    "Race": [
+      "American Indian/Alaskan Native",
+      "Asian",
+      "Black",
+      "Hispanic",
+      "Other",
+      "White"
+    ],
+    "RaceEthnicityCategory": [
+      "Black only, Non-Hispanic",
+      "Hispanic",
+      "Multiracial, Non-Hispanic",
+      "Other race only, Non-Hispanic",
+      "White only, Non-Hispanic"
+    ],
+    "RemovedTeeth": [
+      "1 to 5",
+      "6 or more, but not all",
+      "All",
+      "None of them"
+    ],
+    "Sex": [
+      "Female",
+      "Male"
+    ],
+    "SkinCancer": [
+      "No",
+      "Yes"
+    ],
+    "SmokerStatus": [
+      "Current smoker - now smokes every day",
+      "Current smoker - now smokes some days",
+      "Former smoker",
+      "Never smoked"
+    ],
+    "Smoking": [
+      "No",
+      "Yes"
+    ],
+    "State": [
+      "Alabama",
+      "Alaska",
+      "Arizona",
+      "Arkansas",
+      "California",
+      "Colorado",
+      "Connecticut",
+      "Delaware",
+      "District of Columbia",
+      "Florida",
+      "Georgia",
+      "Guam",
+      "Hawaii",
+      "Idaho",
+      "Illinois",
+      "Indiana",
+      "Iowa",
+      "Kansas",
+      "Kentucky",
+      "Louisiana",
+      "Maine",
+      "Maryland",
+      "Massachusetts",
+      "Michigan",
+      "Minnesota",
+      "Mississippi",
+      "Missouri",
+      "Montana",
+      "Nebraska",
+      "Nevada",
+      "New Hampshire",
+      "New Jersey",
+      "New Mexico",
+      "New York",
+      "North Carolina",
+      "North Dakota",
+      "Ohio",
+      "Oklahoma",
+      "Oregon",
+      "Pennsylvania",
+      "Puerto Rico",
+      "Rhode Island",
+      "South Carolina",
+      "South Dakota",
+      "Tennessee",
+      "Texas",
+      "Utah",
+      "Vermont",
+      "Virgin Islands",
+      "Virginia",
+      "Washington",
+      "West Virginia",
+      "Wisconsin",
+      "Wyoming"
+    ],
+    "Stroke": [
+      "No",
+      "Yes"
+    ],
+    "TetanusLast10Tdap": [
+      "No, did not receive any tetanus shot in the past 10 years",
+      "Yes, received Tdap",
+      "Yes, received tetanus shot but not sure what type",
+      "Yes, received tetanus shot, but not Tdap"
+    ]
+  }
+}
diff --git a/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_006/test_current.csv b/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_006/test_current.csv
index 4015514fdc4db4b7d19adbd6399b51e4fd6ec56e..74608c71144c486cbbc2110d11a600eba7647601 100644
--- a/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_006/test_current.csv
+++ b/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_006/test_current.csv
@@ -1,16 +1,16 @@
-HeartDisease,BMI,Smoking,AlcoholDrinking,Stroke,PhysicalHealth,MentalHealth,DiffWalking,Sex,AgeCategory,Race,Diabetic,PhysicalActivity,GenHealth,SleepTime,Asthma,KidneyDisease,SkinCancer,State,GeneralHealth,PhysicalHealthDays,MentalHealthDays,LastCheckupTime,PhysicalActivities,SleepHours,RemovedTeeth,HadHeartAttack,HadAngina,HadStroke,HadAsthma,HadSkinCancer,HadCOPD,HadDepressiveDisorder,HadKidneyDisease,HadArthritis,HadDiabetes,DeafOrHardOfHearing,BlindOrVisionDifficulty,DifficultyConcentrating,DifficultyWalking,DifficultyDressingBathing,DifficultyErrands,SmokerStatus,ECigaretteUsage,ChestScan,RaceEthnicityCategory,HeightInMeters,WeightInKilograms,AlcoholDrinkers,HIVTesting,FluVaxLast12,PneumoVaxEver,TetanusLast10Tdap,HighRiskLastYear,CovidPos
-,34.37,,,,,,,Male,Age 55 to 59,,,,,,,,,Iowa,Good,1.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Current smoker - now smokes every day,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.91,124.74,Yes,No,No,No,"Yes, received tetanus shot but not sure what type",No,Yes
-,27.71,,,,,,,Male,Age 45 to 49,,,,,,,,,Maine,Good,0.0,0.0,Within past year (anytime less than 12 months ago),No,7.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Current smoker - now smokes every day,Use them some days,No,"White only, Non-Hispanic",1.85,95.25,No,Yes,Yes,Yes,"Yes, received Tdap",No,No
-,31.71,,,,,,,Female,Age 75 to 79,,,,,,,,,Colorado,Good,0.0,30.0,Within past year (anytime less than 12 months ago),Yes,5.0,"6 or more, but not all",No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Current smoker - now smokes every day,Use them some days,No,"White only, Non-Hispanic",1.6,81.19,No,No,No,Yes,"Yes, received tetanus shot but not sure what type",No,Yes
-,17.63,,,,,,,Male,Age 70 to 74,,,,,,,,,Colorado,Good,,0.0,Within past year (anytime less than 12 months ago),Yes,5.0,All,No,No,No,No,No,Yes,No,No,Yes,No,No,No,No,Yes,No,No,Current smoker - now smokes every day,Not at all (right now),Yes,"White only, Non-Hispanic",1.83,58.97,Yes,Yes,Yes,Yes,"Yes, received Tdap",No,No
-,25.84,,,,,,,Female,Age 65 to 69,,,,,,,,,Washington,Good,0.0,0.0,Within past year (anytime less than 12 months ago),No,6.0,"6 or more, but not all",No,No,No,Yes,No,No,No,No,Yes,No,No,No,No,Yes,No,No,Current smoker - now smokes every day,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.75,79.38,Yes,Yes,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-,24.41,,,,,,,Male,Age 60 to 64,,,,,,,,,Maryland,Good,0.0,0.0,Within past year (anytime less than 12 months ago),No,8.0,1 to 5,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,No,No,Current smoker - now smokes every day,Never used e-cigarettes in my entire life,,"White only, Non-Hispanic",1.83,81.65,,,,,,,
-,30.81,,,,,,,Male,Age 50 to 54,,,,,,,,,Minnesota,Good,0.0,5.0,Within past year (anytime less than 12 months ago),No,8.0,None of them,No,No,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,Current smoker - now smokes every day,Not at all (right now),No,"White only, Non-Hispanic",1.88,108.86,No,Yes,No,No,"Yes, received tetanus shot but not sure what type",No,Yes
-,29.03,,,,,,,Male,Age 40 to 44,,,,,,,,,Texas,Good,0.0,30.0,Within past 5 years (2 years but less than 5 years ago),No,4.0,1 to 5,Yes,Yes,No,No,No,Yes,Yes,No,Yes,No,Yes,No,Yes,No,No,Yes,Current smoker - now smokes every day,Use them some days,Yes,"White only, Non-Hispanic",1.85,99.79,Yes,Yes,No,No,"Yes, received tetanus shot but not sure what type",No,No
-,19.37,,,,,,,Female,Age 45 to 49,,,,,,,,,Rhode Island,Good,0.0,7.0,Within past year (anytime less than 12 months ago),Yes,4.0,1 to 5,No,No,No,No,No,No,Yes,No,Yes,"No, pre-diabetes or borderline diabetes",No,No,No,No,No,No,Current smoker - now smokes every day,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.68,54.43,No,No,Yes,Yes,"Yes, received Tdap",No,No
-,19.94,,,,,,,Male,Age 55 to 59,,,,,,,,,Pennsylvania,Good,0.0,0.0,Within past 2 years (1 year but less than 2 years ago),Yes,9.0,All,No,No,No,No,No,Yes,No,No,Yes,No,No,No,No,No,No,No,Current smoker - now smokes every day,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.75,61.23,Yes,No,No,No,"Yes, received tetanus shot but not sure what type",No,No
-,27.26,,,,,,,Male,Age 75 to 79,,,,,,,,,California,Good,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,5.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Current smoker - now smokes every day,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.78,86.18,Yes,No,Yes,No,"Yes, received tetanus shot but not sure what type",No,No
-,27.46,,,,,,,Male,Age 60 to 64,,,,,,,,,Indiana,Good,0.0,0.0,Within past year (anytime less than 12 months ago),No,6.0,1 to 5,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Current smoker - now smokes every day,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.65,74.84,Yes,Yes,No,No,"Yes, received tetanus shot but not sure what type",No,No
-,18.65,,,,,,,Female,Age 45 to 49,,,,,,,,,California,Good,0.0,5.0,Within past year (anytime less than 12 months ago),Yes,8.0,"6 or more, but not all",No,No,No,No,No,No,No,No,No,No,No,Yes,Yes,No,No,No,Current smoker - now smokes every day,Use them every day,No,"White only, Non-Hispanic",1.78,58.97,No,Yes,No,Yes,"Yes, received tetanus shot but not sure what type",No,No
-,27.81,,,,,,,Female,Age 60 to 64,,,,,,,,,South Carolina,Good,14.0,0.0,Within past 2 years (1 year but less than 2 years ago),Yes,5.0,1 to 5,No,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,No,Current smoker - now smokes every day,Not at all (right now),Yes,"White only, Non-Hispanic",1.63,73.48,Yes,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-,20.51,,,,,,,Female,Age 65 to 69,,,,,,,,,West Virginia,Good,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Current smoker - now smokes every day,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.52,47.63,No,No,No,No,"Yes, received tetanus shot but not sure what type",No,No
+HeartDisease,BMI,Smoking,AlcoholDrinking,Stroke,PhysicalHealth,MentalHealth,DiffWalking,Sex,AgeCategory,Race,Diabetic,PhysicalActivity,SleepTime,Asthma,KidneyDisease,SkinCancer,State,GeneralHealth,PhysicalHealthDays,MentalHealthDays,LastCheckupTime,PhysicalActivities,SleepHours,RemovedTeeth,HadHeartAttack,HadAngina,HadStroke,HadAsthma,HadSkinCancer,HadCOPD,HadDepressiveDisorder,HadKidneyDisease,HadArthritis,HadDiabetes,DeafOrHardOfHearing,BlindOrVisionDifficulty,DifficultyConcentrating,DifficultyWalking,DifficultyDressingBathing,DifficultyErrands,SmokerStatus,ECigaretteUsage,ChestScan,RaceEthnicityCategory,HeightInMeters,WeightInKilograms,AlcoholDrinkers,HIVTesting,FluVaxLast12,PneumoVaxEver,TetanusLast10Tdap,HighRiskLastYear,CovidPos
+,34.37,,,,,,,Male,Age 55 to 59,,,,,,,,Iowa,Good,1.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Current smoker - now smokes every day,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.91,124.74,Yes,No,No,No,"Yes, received tetanus shot but not sure what type",No,Yes
+,27.71,,,,,,,Male,Age 45 to 49,,,,,,,,Maine,Good,0.0,0.0,Within past year (anytime less than 12 months ago),No,7.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Current smoker - now smokes every day,Use them some days,No,"White only, Non-Hispanic",1.85,95.25,No,Yes,Yes,Yes,"Yes, received Tdap",No,No
+,31.71,,,,,,,Female,Age 75 to 79,,,,,,,,Colorado,Good,0.0,30.0,Within past year (anytime less than 12 months ago),Yes,5.0,"6 or more, but not all",No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Current smoker - now smokes every day,Use them some days,No,"White only, Non-Hispanic",1.6,81.19,No,No,No,Yes,"Yes, received tetanus shot but not sure what type",No,Yes
+,17.63,,,,,,,Male,Age 70 to 74,,,,,,,,Colorado,Good,,0.0,Within past year (anytime less than 12 months ago),Yes,5.0,All,No,No,No,No,No,Yes,No,No,Yes,No,No,No,No,Yes,No,No,Current smoker - now smokes every day,Not at all (right now),Yes,"White only, Non-Hispanic",1.83,58.97,Yes,Yes,Yes,Yes,"Yes, received Tdap",No,No
+,25.84,,,,,,,Female,Age 65 to 69,,,,,,,,Washington,Good,0.0,0.0,Within past year (anytime less than 12 months ago),No,6.0,"6 or more, but not all",No,No,No,Yes,No,No,No,No,Yes,No,No,No,No,Yes,No,No,Current smoker - now smokes every day,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.75,79.38,Yes,Yes,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+,24.41,,,,,,,Male,Age 60 to 64,,,,,,,,Maryland,Good,0.0,0.0,Within past year (anytime less than 12 months ago),No,8.0,1 to 5,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,No,No,Current smoker - now smokes every day,Never used e-cigarettes in my entire life,,"White only, Non-Hispanic",1.83,81.65,,,,,,,
+,30.81,,,,,,,Male,Age 50 to 54,,,,,,,,Minnesota,Good,0.0,5.0,Within past year (anytime less than 12 months ago),No,8.0,None of them,No,No,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,Current smoker - now smokes every day,Not at all (right now),No,"White only, Non-Hispanic",1.88,108.86,No,Yes,No,No,"Yes, received tetanus shot but not sure what type",No,Yes
+,29.03,,,,,,,Male,Age 40 to 44,,,,,,,,Texas,Good,0.0,30.0,Within past 5 years (2 years but less than 5 years ago),No,4.0,1 to 5,Yes,Yes,No,No,No,Yes,Yes,No,Yes,No,Yes,No,Yes,No,No,Yes,Current smoker - now smokes every day,Use them some days,Yes,"White only, Non-Hispanic",1.85,99.79,Yes,Yes,No,No,"Yes, received tetanus shot but not sure what type",No,No
+,19.37,,,,,,,Female,Age 45 to 49,,,,,,,,Rhode Island,Good,0.0,7.0,Within past year (anytime less than 12 months ago),Yes,4.0,1 to 5,No,No,No,No,No,No,Yes,No,Yes,"No, pre-diabetes or borderline diabetes",No,No,No,No,No,No,Current smoker - now smokes every day,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.68,54.43,No,No,Yes,Yes,"Yes, received Tdap",No,No
+,19.94,,,,,,,Male,Age 55 to 59,,,,,,,,Pennsylvania,Good,0.0,0.0,Within past 2 years (1 year but less than 2 years ago),Yes,9.0,All,No,No,No,No,No,Yes,No,No,Yes,No,No,No,No,No,No,No,Current smoker - now smokes every day,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.75,61.23,Yes,No,No,No,"Yes, received tetanus shot but not sure what type",No,No
+,27.26,,,,,,,Male,Age 75 to 79,,,,,,,,California,Good,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,5.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Current smoker - now smokes every day,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.78,86.18,Yes,No,Yes,No,"Yes, received tetanus shot but not sure what type",No,No
+,27.46,,,,,,,Male,Age 60 to 64,,,,,,,,Indiana,Good,0.0,0.0,Within past year (anytime less than 12 months ago),No,6.0,1 to 5,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Current smoker - now smokes every day,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.65,74.84,Yes,Yes,No,No,"Yes, received tetanus shot but not sure what type",No,No
+,18.65,,,,,,,Female,Age 45 to 49,,,,,,,,California,Good,0.0,5.0,Within past year (anytime less than 12 months ago),Yes,8.0,"6 or more, but not all",No,No,No,No,No,No,No,No,No,No,No,Yes,Yes,No,No,No,Current smoker - now smokes every day,Use them every day,No,"White only, Non-Hispanic",1.78,58.97,No,Yes,No,Yes,"Yes, received tetanus shot but not sure what type",No,No
+,27.81,,,,,,,Female,Age 60 to 64,,,,,,,,South Carolina,Good,14.0,0.0,Within past 2 years (1 year but less than 2 years ago),Yes,5.0,1 to 5,No,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,No,Current smoker - now smokes every day,Not at all (right now),Yes,"White only, Non-Hispanic",1.63,73.48,Yes,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+,20.51,,,,,,,Female,Age 65 to 69,,,,,,,,West Virginia,Good,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Current smoker - now smokes every day,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.52,47.63,No,No,No,No,"Yes, received tetanus shot but not sure what type",No,No
diff --git a/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_007/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_007_current.json b/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_007/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_007_current.json
index 06a98ce096054de989dc39b50c1caf6991971e7d..a27da49ffb531cb988e0baf67a2cac9d10736b72 100644
--- a/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_007/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_007_current.json
+++ b/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_007/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_007_current.json
@@ -1,12049 +1,11849 @@
 {
-    "id": "007",
-    "task_type": "B4",
-    "subtask_type": "filter",
-    "perspective": "data_holder",
-    "dataset_name": "Indicators of Heart Disease (2022 UPDATE)",
-    "table_path": "output/medical/classification/Indicators of Heart Disease (2022 UPDATE)_B4/Indicators of Heart Disease (2022 UPDATE)_B4_007/test.csv",
-    "query": "I need to analyze the state-level data from the archive I provided. Please isolate all records from the state of Texas and identify which individuals are most likely to rate their health as 'Very good'. This is for regional health benchmarking. Ensure this analysis strictly targets the new data batch for tasks.",
-    "meta_info": {
-        "domain": "medical"
+  "id": "007",
+  "task_type": "B4",
+  "subtask_type": "filter",
+  "perspective": "data_holder",
+  "dataset_name": "Indicators of Heart Disease (2022 UPDATE)",
+  "table_path": "output/medical/classification/Indicators of Heart Disease (2022 UPDATE)_B4/Indicators of Heart Disease (2022 UPDATE)_B4_007/test.csv",
+  "query": "I need to analyze the state-level data from the archive I provided. Please isolate all records from the state of Texas and identify which individuals are most likely to rate their health as 'Very good'. This is for regional health benchmarking. Ensure this analysis strictly targets the new data batch for tasks.",
+  "meta_info": {
+    "domain": "medical"
+  },
+  "final_decision": {},
+  "what_if": {},
+  "ground_truth": {
+    "extracted_features": [
+      {
+        "scenario_id": "001",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 24.13,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 18 to 24",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Iowa",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 4.0,
+          "MentalHealthDays": 2.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 9.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.65,
+          "WeightInKilograms": 65.77,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "002",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 28.7,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 40 to 44",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Colorado",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "5 or more years ago",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.78,
+          "WeightInKilograms": 90.72,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "004",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 23.62,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "30-34",
+          "Race": "White",
+          "Diabetic": "Yes (during pregnancy)",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "006",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 33.72,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 60 to 64",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Nevada",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 7.0,
+          "MentalHealthDays": 7.0,
+          "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.78,
+          "WeightInKilograms": 106.59,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "008",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 29.18,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 40 to 44",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Washington",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 2.0,
+          "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "Yes",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.63,
+          "WeightInKilograms": 77.11,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "010",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 24.21,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "70-74",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "Yes",
+          "State": null,
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "016",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 30.9,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 40 to 44",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "New Jersey",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": null,
+          "PhysicalActivities": "No",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "Yes",
+          "HadArthritis": "No",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "Hispanic",
+          "HeightInMeters": 1.63,
+          "WeightInKilograms": 81.65,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "017",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 51.65,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 30 to 34",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "South Carolina",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 6.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.68,
+          "WeightInKilograms": 145.15,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "020",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 27.2,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 30 to 34",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Illinois",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 5.0,
+          "MentalHealthDays": 10.0,
+          "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.8,
+          "WeightInKilograms": 88.45,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "021",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 27.46,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "Yes",
+          "PhysicalHealth": 7.0,
+          "MentalHealth": 3.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "30-34",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "025",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 26.57,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 45 to 49",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Washington",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 6.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.6,
+          "WeightInKilograms": 68.04,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Tested positive using home test without a health professional"
+        }
+      },
+      {
+        "scenario_id": "028",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 27.48,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 55 to 59",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Kansas",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 5.0,
+          "LastCheckupTime": "5 or more years ago",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.88,
+          "WeightInKilograms": 97.07,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "029",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 28.97,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 70 to 74",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "New Hampshire",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 1.0,
+          "MentalHealthDays": 1.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 3.0,
+          "RemovedTeeth": null,
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "Yes",
+          "HadArthritis": "No",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.7,
+          "WeightInKilograms": 83.91,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "030",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 30.67,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 60 to 64",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "New Jersey",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.68,
+          "WeightInKilograms": 86.18,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "031",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 28.73,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 60 to 64",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "West Virginia",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 15.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "All",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes every day",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.68,
+          "WeightInKilograms": 80.74,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Tested positive using home test without a health professional"
+        }
+      },
+      {
+        "scenario_id": "042",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 27.4,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 40 to 44",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Massachusetts",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Hispanic",
+          "HeightInMeters": 1.55,
+          "WeightInKilograms": 65.77,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "043",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 23.65,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 60 to 64",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Rhode Island",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 2.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "Yes",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.7,
+          "WeightInKilograms": 68.49,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "049",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 42.57,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 45 to 49",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Delaware",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 5.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.73,
+          "WeightInKilograms": 127.01,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "051",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 32.49,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 30.0,
+          "MentalHealth": 15.0,
+          "DiffWalking": "Yes",
+          "Sex": "Female",
+          "AgeCategory": "50-54",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 3.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "056",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 24.37,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 55 to 59",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Minnesota",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.91,
+          "WeightInKilograms": 88.45,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "058",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 33.0,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 35 to 39",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Oregon",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.78,
+          "WeightInKilograms": 104.33,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "060",
+        "features": {
+          "HeartDisease": null,
+          "BMI": null,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 35 to 39",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Texas",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": "Hispanic",
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "061",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 23.62,
+          "Smoking": "No",
+          "AlcoholDrinking": "Yes",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 19.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "18-24",
+          "Race": "Hispanic",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 6.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "062",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 26.63,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 55 to 59",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Nebraska",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 15.0,
+          "MentalHealthDays": 5.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.65,
+          "WeightInKilograms": 72.57,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "063",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 25.61,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "30-34",
+          "Race": "Hispanic",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "Yes",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "068",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 28.97,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "55-59",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "069",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 23.13,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 35 to 39",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Virginia",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 4.0,
+          "MentalHealthDays": 10.0,
+          "LastCheckupTime": "5 or more years ago",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 5.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.93,
+          "WeightInKilograms": 86.18,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "073",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 33.76,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 50 to 54",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "California",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 10.0,
+          "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "Yes",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Hispanic",
+          "HeightInMeters": 1.45,
+          "WeightInKilograms": 70.76,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Tested positive using home test without a health professional"
+        }
+      },
+      {
+        "scenario_id": "077",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 23.91,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 15.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "30-34",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 5.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "079",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 25.1,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 80 or older",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Texas",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 9.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "Yes",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "Yes",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "Yes",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.8,
+          "WeightInKilograms": 81.65,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "080",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 34.72,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 7.0,
+          "MentalHealth": 7.0,
+          "DiffWalking": "Yes",
+          "Sex": "Female",
+          "AgeCategory": "45-49",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 6.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "081",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 32.28,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 55 to 59",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Rhode Island",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.68,
+          "WeightInKilograms": 90.72,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "082",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 24.28,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 25 to 29",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Vermont",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "Yes",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.83,
+          "WeightInKilograms": 81.19,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "Yes",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "084",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 26.96,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 75 to 79",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "New York",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "Yes",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.65,
+          "WeightInKilograms": 73.48,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "085",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 27.44,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 40 to 44",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Texas",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 1.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Black only, Non-Hispanic",
+          "HeightInMeters": 1.57,
+          "WeightInKilograms": 68.04,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "086",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 25.5,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 40 to 44",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Nebraska",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.68,
+          "WeightInKilograms": 71.67,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "092",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 19.37,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 75 to 79",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Georgia",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 9.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "Yes",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "Yes",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "Yes",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.68,
+          "WeightInKilograms": 54.43,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "094",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 24.41,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 45 to 49",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Connecticut",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 3.0,
+          "MentalHealthDays": 4.0,
+          "LastCheckupTime": "5 or more years ago",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.85,
+          "WeightInKilograms": 83.91,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Tested positive using home test without a health professional"
+        }
+      },
+      {
+        "scenario_id": "099",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 21.29,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 35 to 39",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Ohio",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 1.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "5 or more years ago",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.73,
+          "WeightInKilograms": 63.5,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "104",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 20.8,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 35 to 39",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "New York",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 5.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Black only, Non-Hispanic",
+          "HeightInMeters": 1.65,
+          "WeightInKilograms": 56.7,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "105",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 25.83,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 40 to 44",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "West Virginia",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.78,
+          "WeightInKilograms": 81.65,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "106",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 33.91,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 70 to 74",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Maine",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 1.0,
+          "MentalHealthDays": 4.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.83,
+          "WeightInKilograms": 113.4,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "107",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 32.55,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 50 to 54",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Oklahoma",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": null,
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "Other race only, Non-Hispanic",
+          "HeightInMeters": 1.83,
+          "WeightInKilograms": 108.86,
+          "AlcoholDrinkers": null,
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "108",
+        "features": {
+          "HeartDisease": "Yes",
+          "BMI": 23.63,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "60-64",
+          "Race": "American Indian/Alaskan Native",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 6.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "112",
+        "features": {
+          "HeartDisease": null,
+          "BMI": null,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 45 to 49",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Louisiana",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 5.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.5,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": null,
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Tested positive using home test without a health professional"
+        }
+      },
+      {
+        "scenario_id": "115",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 27.79,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "Yes",
+          "Sex": "Female",
+          "AgeCategory": "55-59",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "116",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 26.39,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "30-34",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 6.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "124",
+        "features": {
+          "HeartDisease": null,
+          "BMI": null,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 60 to 64",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Connecticut",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "Yes",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "Yes",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Hispanic",
+          "HeightInMeters": null,
+          "WeightInKilograms": 72.12,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "125",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 37.31,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 30 to 34",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Ohio",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "Hispanic",
+          "HeightInMeters": 1.78,
+          "WeightInKilograms": 117.93,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "126",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 24.41,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Massachusetts",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 5.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "Yes",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.8,
+          "WeightInKilograms": 79.38,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "130",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 26.31,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "55-59",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 9.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "131",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 29.53,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 50 to 54",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Oregon",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No, pre-diabetes or borderline diabetes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Hispanic",
+          "HeightInMeters": 1.75,
+          "WeightInKilograms": 90.72,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "132",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 26.63,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 70 to 74",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Minnesota",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.7,
+          "WeightInKilograms": 77.11,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "133",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 22.81,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Texas",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 9.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "Yes",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "Yes",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.73,
+          "WeightInKilograms": 68.04,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "135",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 23.56,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 70 to 74",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Indiana",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 6.0,
+          "MentalHealthDays": 14.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.68,
+          "WeightInKilograms": 66.22,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "136",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 35.87,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 55 to 59",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Montana",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 3.0,
+          "MentalHealthDays": 20.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 5.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "Yes",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.78,
+          "WeightInKilograms": 113.4,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "137",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 39.33,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 55 to 59",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Kentucky",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": null,
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.83,
+          "WeightInKilograms": 131.54,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "139",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 37.31,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 50 to 54",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Minnesota",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 2.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.78,
+          "WeightInKilograms": 117.93,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "140",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 45.49,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 2.0,
+          "MentalHealth": 7.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "55-59",
+          "Race": "Black",
+          "Diabetic": "Yes",
+          "PhysicalActivity": "No",
+          "SleepTime": 6.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "142",
+        "features": {
+          "HeartDisease": "Yes",
+          "BMI": 24.41,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "80 or older",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "Yes",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "143",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 34.44,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": null,
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Massachusetts",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 2.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "Yes",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.78,
+          "WeightInKilograms": 108.86,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "145",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 21.11,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 40 to 44",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Texas",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 5.0,
+          "LastCheckupTime": "5 or more years ago",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.85,
+          "WeightInKilograms": 72.57,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "147",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 24.03,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 75 to 79",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "North Carolina",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "Yes",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No, pre-diabetes or borderline diabetes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.63,
+          "WeightInKilograms": 63.5,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "148",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 18.6,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "65-69",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "151",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 27.44,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 55 to 59",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Florida",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 1.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.68,
+          "WeightInKilograms": 77.11,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "152",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 33.12,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 75 to 79",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "South Dakota",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.91,
+          "WeightInKilograms": 120.2,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "157",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 25.69,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 18 to 24",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Oregon",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 5.0,
+          "MentalHealthDays": 1.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.6,
+          "WeightInKilograms": 65.77,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "Yes",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "160",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 29.84,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "25-29",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "164",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 39.32,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 23.0,
+          "MentalHealth": 23.0,
+          "DiffWalking": "Yes",
+          "Sex": "Female",
+          "AgeCategory": "60-64",
+          "Race": "White",
+          "Diabetic": "Yes",
+          "PhysicalActivity": "No",
+          "SleepTime": 6.0,
+          "Asthma": "Yes",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Poor",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "170",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 32.28,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 45 to 49",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Texas",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 5.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 5.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.68,
+          "WeightInKilograms": 90.72,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "173",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 27.44,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 80 or older",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Texas",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "All",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "Yes",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.57,
+          "WeightInKilograms": 68.04,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "175",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 30.13,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "50-54",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "Yes",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "177",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 26.46,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 75 to 79",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Tennessee",
+          "GeneralHealth": "Poor",
+          "PhysicalHealthDays": 10.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "Yes",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "Yes",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.73,
+          "WeightInKilograms": 78.93,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "187",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 27.34,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 70 to 74",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Oklahoma",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.52,
+          "WeightInKilograms": 63.5,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "188",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 22.96,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "65-69",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "189",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 32.1,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 35 to 39",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Maryland",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.88,
+          "WeightInKilograms": 113.4,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "194",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 23.63,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 55 to 59",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Maryland",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 2.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "Yes",
+          "HadAngina": "Yes",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.65,
+          "WeightInKilograms": 64.41,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "195",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 30.67,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Pennsylvania",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 2.0,
+          "MentalHealthDays": 3.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.68,
+          "WeightInKilograms": 86.18,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "196",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 34.75,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 60 to 64",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Pennsylvania",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "All",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.57,
+          "WeightInKilograms": 86.18,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "201",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 20.12,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 80 or older",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Vermont",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 2.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": null,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": null,
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "Yes",
+          "HadCOPD": "Yes",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": null,
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.57,
+          "WeightInKilograms": 49.9,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "202",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 27.98,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 35 to 39",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "West Virginia",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 2.0,
+          "MentalHealthDays": 30.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 3.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes every day",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.73,
+          "WeightInKilograms": 83.46,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "Yes",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "203",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 26.57,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 2.0,
+          "MentalHealth": 5.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "65-69",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "No",
+          "SleepTime": 6.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "205",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 33.96,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 50 to 54",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Texas",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Black only, Non-Hispanic",
+          "HeightInMeters": 1.75,
+          "WeightInKilograms": 104.33,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "206",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 35.26,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 80 or older",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "South Dakota",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": null,
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": null,
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.83,
+          "WeightInKilograms": 117.93,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": null,
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "208",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 34.3,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "New Hampshire",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.85,
+          "WeightInKilograms": 117.93,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "212",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 25.82,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 30.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "18-24",
+          "Race": "Black",
+          "Diabetic": "No",
+          "PhysicalActivity": "No",
+          "SleepTime": 9.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "214",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 34.33,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 5.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "18-24",
+          "Race": "Hispanic",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "215",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 17.36,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Texas",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.6,
+          "WeightInKilograms": 44.45,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "216",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 31.42,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 40 to 44",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Massachusetts",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 6.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No, pre-diabetes or borderline diabetes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.96,
+          "WeightInKilograms": 120.2,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "221",
+        "features": {
+          "HeartDisease": null,
+          "BMI": null,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Washington",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 12.0,
+          "MentalHealthDays": 2.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.6,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "224",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 33.23,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "60-64",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "No",
+          "SleepTime": 9.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "225",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 28.25,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 40 to 44",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Nebraska",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 2.0,
+          "MentalHealthDays": 5.0,
+          "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "Yes",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.88,
+          "WeightInKilograms": 99.79,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "231",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 23.71,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "70-74",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 6.0,
+          "Asthma": "Yes",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "234",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 26.45,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 55 to 59",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Massachusetts",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.83,
+          "WeightInKilograms": 88.45,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "235",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 27.2,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 10.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "60-64",
+          "Race": "White",
+          "Diabetic": "Yes",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "236",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 34.17,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "50-54",
+          "Race": "White",
+          "Diabetic": "Yes",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "237",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 35.51,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 45 to 49",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Michigan",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 1.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.68,
+          "WeightInKilograms": 99.79,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "238",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 22.81,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 35 to 39",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Utah",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 20.0,
+          "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.73,
+          "WeightInKilograms": 68.04,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "243",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 26.39,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 55 to 59",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Minnesota",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.6,
+          "WeightInKilograms": 67.59,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "244",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 21.95,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 50 to 54",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Minnesota",
+          "GeneralHealth": "Poor",
+          "PhysicalHealthDays": 30.0,
+          "MentalHealthDays": 30.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "Yes",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes some days",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.57,
+          "WeightInKilograms": 54.43,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "251",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 31.85,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 75 to 79",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "South Dakota",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "Yes",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "Yes",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.78,
+          "WeightInKilograms": 100.7,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "254",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 34.15,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "West Virginia",
+          "GeneralHealth": "Poor",
+          "PhysicalHealthDays": 30.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "Yes",
+          "HadStroke": "Yes",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "Yes",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.78,
+          "WeightInKilograms": 107.95,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "262",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 31.57,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 3.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "35-39",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 6.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "265",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 30.04,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 3.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "35-39",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "Yes",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "266",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 23.01,
+          "Smoking": "No",
+          "AlcoholDrinking": "Yes",
+          "Stroke": "No",
+          "PhysicalHealth": 2.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "Yes",
+          "Sex": "Male",
+          "AgeCategory": "75-79",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "268",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 27.89,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "Yes",
+          "Sex": "Male",
+          "AgeCategory": "65-69",
+          "Race": "Black",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "271",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 21.26,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 27.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "80 or older",
+          "Race": "White",
+          "Diabetic": "No, borderline diabetes",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "Yes",
+          "KidneyDisease": "No",
+          "SkinCancer": "Yes",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "273",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 23.09,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "Yes",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "35-39",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "275",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 19.37,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 40 to 44",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Virginia",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 4.0,
+          "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Hispanic",
+          "HeightInMeters": 1.68,
+          "WeightInKilograms": 54.43,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "277",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 31.28,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 40 to 44",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Minnesota",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 4.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.78,
+          "WeightInKilograms": 98.88,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "278",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 25.84,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 80 or older",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Connecticut",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 2.0,
+          "MentalHealthDays": 10.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 12.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "Yes",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.75,
+          "WeightInKilograms": 79.38,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "279",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 25.75,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 60 to 64",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Louisiana",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 10.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "Yes",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes every day",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "Black only, Non-Hispanic",
+          "HeightInMeters": 1.63,
+          "WeightInKilograms": 68.04,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "281",
+        "features": {
+          "HeartDisease": null,
+          "BMI": null,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 50 to 54",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "New York",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "Yes",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "Hispanic",
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "285",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 32.49,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 50 to 54",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "California",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": null,
+          "RaceEthnicityCategory": "Hispanic",
+          "HeightInMeters": 1.75,
+          "WeightInKilograms": 99.79,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "286",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 23.3,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Massachusetts",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": null,
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes some days",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "Black only, Non-Hispanic",
+          "HeightInMeters": 1.65,
+          "WeightInKilograms": 63.5,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Tested positive using home test without a health professional"
+        }
+      },
+      {
+        "scenario_id": "287",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 32.1,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 55 to 59",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "New Hampshire",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 30.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "Yes",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.63,
+          "WeightInKilograms": 84.82,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "288",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 37.3,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 14.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "60-64",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 6.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "291",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 22.05,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 30 to 34",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "District of Columbia",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 4.0,
+          "MentalHealthDays": 10.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.73,
+          "WeightInKilograms": 65.77,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "292",
+        "features": {
+          "HeartDisease": null,
+          "BMI": null,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 80 or older",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Wisconsin",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 8.0,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "Yes",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.45,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "295",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 35.26,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 7.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "65-69",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "297",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 29.29,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 45 to 49",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Alaska",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Hispanic",
+          "HeightInMeters": 1.8,
+          "WeightInKilograms": 95.25,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "301",
+        "features": {
+          "HeartDisease": null,
+          "BMI": null,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 35 to 39",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Virginia",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 7.0,
+          "MentalHealthDays": 16.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "Yes",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Multiracial, Non-Hispanic",
+          "HeightInMeters": 1.73,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "302",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 32.78,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "45-49",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "306",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 28.37,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 70 to 74",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Washington",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 14.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "Yes",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "Multiracial, Non-Hispanic",
+          "HeightInMeters": 1.88,
+          "WeightInKilograms": 100.24,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "309",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 37.12,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 18 to 24",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "New York",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 3.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "Yes",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.68,
+          "WeightInKilograms": 104.33,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "311",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 41.15,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 25 to 29",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Massachusetts",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 5.0,
+          "MentalHealthDays": 5.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": 1.57,
+          "WeightInKilograms": 102.06,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "312",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 24.13,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 80 or older",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "New Jersey",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": null,
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "Yes",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.65,
+          "WeightInKilograms": 65.77,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "316",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 27.44,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 30 to 34",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Texas",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 2.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.68,
+          "WeightInKilograms": 77.11,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "318",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 39.16,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 55 to 59",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Maine",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "Yes",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.7,
+          "WeightInKilograms": 113.4,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "319",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 27.12,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 40 to 44",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Montana",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 15.0,
+          "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 4.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.83,
+          "WeightInKilograms": 90.72,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "323",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 32.44,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 25 to 29",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Ohio",
+          "GeneralHealth": "Poor",
+          "PhysicalHealthDays": 30.0,
+          "MentalHealthDays": 30.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "Yes",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": null,
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "Yes",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "Yes",
+          "SmokerStatus": "Current smoker - now smokes every day",
+          "ECigaretteUsage": "Use them every day",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.63,
+          "WeightInKilograms": 85.73,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "Yes",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "330",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 24.09,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "55-59",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "No",
+          "SleepTime": 6.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "331",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 31.12,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "South Dakota",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 14.0,
+          "MentalHealthDays": 30.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 12.0,
+          "RemovedTeeth": "All",
+          "HadHeartAttack": "Yes",
+          "HadAngina": "Yes",
+          "HadStroke": "Yes",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes some days",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "Other race only, Non-Hispanic",
+          "HeightInMeters": 1.65,
+          "WeightInKilograms": 84.82,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "333",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 20.97,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "80 or older",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "337",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 32.22,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 70 to 74",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "New York",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 30.0,
+          "MentalHealthDays": 2.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "All",
+          "HadHeartAttack": "Yes",
+          "HadAngina": "Yes",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "Yes",
+          "HadCOPD": "Yes",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes every day",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.52,
+          "WeightInKilograms": 74.84,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "338",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 30.68,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 50 to 54",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Indiana",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 15.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.8,
+          "WeightInKilograms": 99.79,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "346",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 21.8,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 70 to 74",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "West Virginia",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "All",
+          "HadHeartAttack": "Yes",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "Yes",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "Yes",
+          "BlindOrVisionDifficulty": "Yes",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.63,
+          "WeightInKilograms": 57.61,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "352",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 18.69,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "75-79",
+          "Race": "Other",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "Yes",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "353",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 20.98,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 75 to 79",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Tennessee",
+          "GeneralHealth": "Poor",
+          "PhysicalHealthDays": 30.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "All",
+          "HadHeartAttack": "Yes",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "Yes",
+          "HadCOPD": "Yes",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "Yes",
+          "DifficultyErrands": "Yes",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.68,
+          "WeightInKilograms": 58.97,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "354",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 32.55,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 60 to 64",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "South Carolina",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": null,
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "Yes",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": null,
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.83,
+          "WeightInKilograms": 108.86,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "355",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 22.46,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 75 to 79",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Ohio",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 1.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes some days",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.52,
+          "WeightInKilograms": 52.16,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "357",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 21.58,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 80 or older",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Texas",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 2.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "Yes",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.57,
+          "WeightInKilograms": 53.52,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "359",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 24.13,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 18 to 24",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "North Carolina",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 30.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 5.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Use them every day",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Hispanic",
+          "HeightInMeters": 1.65,
+          "WeightInKilograms": 65.77,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "362",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 20.6,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "65-69",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "363",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 22.15,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "70-74",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "367",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 24.37,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 25 to 29",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "North Carolina",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 7.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "5 or more years ago",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.75,
+          "WeightInKilograms": 74.84,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "374",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 25.09,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "70-74",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "No",
+          "SleepTime": 6.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "375",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 31.09,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 2.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "70-74",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "Yes",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "378",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 35.15,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 30.0,
+          "MentalHealth": 30.0,
+          "DiffWalking": "Yes",
+          "Sex": "Female",
+          "AgeCategory": "60-64",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 6.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Poor",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "379",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 24.87,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Texas",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 5.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "Yes",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "Yes",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.57,
+          "WeightInKilograms": 61.69,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "383",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 33.66,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 40 to 44",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Texas",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 1.0,
+          "MentalHealthDays": 2.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.6,
+          "WeightInKilograms": 86.18,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": null,
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "387",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 24.96,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "45-49",
+          "Race": "Black",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "388",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 38.41,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Georgia",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": null,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "Yes",
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "Yes",
+          "SmokerStatus": null,
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "Black only, Non-Hispanic",
+          "HeightInMeters": 1.57,
+          "WeightInKilograms": 95.25,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "390",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 30.79,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 45 to 49",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Virginia",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 2.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.65,
+          "WeightInKilograms": 83.91,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": "No",
+          "CovidPos": "Tested positive using home test without a health professional"
+        }
+      },
+      {
+        "scenario_id": "393",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 29.29,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "75-79",
+          "Race": "Other",
+          "Diabetic": "Yes",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "394",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 20.98,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 80 or older",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Rhode Island",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 10.0,
+          "MentalHealthDays": 15.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "Yes",
+          "BlindOrVisionDifficulty": "Yes",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.73,
+          "WeightInKilograms": 62.6,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "395",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 23.41,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 18 to 24",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Tennessee",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 3.0,
+          "MentalHealthDays": 2.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.57,
+          "WeightInKilograms": 58.06,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "396",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 24.03,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "70-74",
+          "Race": "Asian",
+          "Diabetic": "Yes",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "397",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 23.17,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 18 to 24",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Hawaii",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "Other race only, Non-Hispanic",
+          "HeightInMeters": 1.63,
+          "WeightInKilograms": 61.23,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "399",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 40.39,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 45 to 49",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Tennessee",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "Yes, but only during pregnancy (female)",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.6,
+          "WeightInKilograms": 103.42,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "400",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 24.69,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 45 to 49",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Texas",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 2.0,
+          "MentalHealthDays": 15.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.57,
+          "WeightInKilograms": 61.23,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "Yes",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "402",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 29.7,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "55-59",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 4.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "403",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 33.0,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 35 to 39",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Texas",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.78,
+          "WeightInKilograms": 104.33,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "404",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 26.61,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 60 to 64",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Indiana",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes some days",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.73,
+          "WeightInKilograms": 79.38,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "408",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 25.61,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 80 or older",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Maryland",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 3.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "Yes",
+          "HadAngina": "Yes",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "Yes",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": "Black only, Non-Hispanic",
+          "HeightInMeters": 1.57,
+          "WeightInKilograms": 63.5,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "410",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 23.34,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "75-79",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "411",
+        "features": {
+          "HeartDisease": "Yes",
+          "BMI": 30.34,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "70-74",
+          "Race": "White",
+          "Diabetic": "Yes",
+          "PhysicalActivity": "No",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "412",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 28.06,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "80 or older",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "414",
+        "features": {
+          "HeartDisease": null,
+          "BMI": null,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 35 to 39",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Ohio",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 3.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "418",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 23.24,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "55-59",
+          "Race": "Hispanic",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 9.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "421",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 26.58,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 3.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "55-59",
+          "Race": "Other",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "424",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 29.13,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "25-29",
+          "Race": "Hispanic",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 6.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "426",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 33.52,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 75 to 79",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Ohio",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 5.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "Yes",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.7,
+          "WeightInKilograms": 97.07,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "429",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 31.57,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "35-39",
+          "Race": "Hispanic",
+          "Diabetic": "No",
+          "PhysicalActivity": "No",
+          "SleepTime": 3.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "434",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 26.39,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 40 to 44",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Colorado",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Other race only, Non-Hispanic",
+          "HeightInMeters": 1.85,
+          "WeightInKilograms": 90.72,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "438",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 28.07,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "New Hampshire",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.83,
+          "WeightInKilograms": 93.89,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "439",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 27.89,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 18 to 24",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Hawaii",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 1.0,
+          "MentalHealthDays": 10.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Multiracial, Non-Hispanic",
+          "HeightInMeters": 1.8,
+          "WeightInKilograms": 90.72,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": null,
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "Yes",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "443",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 31.32,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 80 or older",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Kansas",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "All",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "Yes",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "Yes",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.7,
+          "WeightInKilograms": 90.72,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "445",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 27.44,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 30.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "45-49",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "No",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "446",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 25.59,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 75 to 79",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Maryland",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "Yes",
+          "HadAngina": "Yes",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "Yes",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "Yes",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.85,
+          "WeightInKilograms": 88.0,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "448",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 31.16,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "65-69",
+          "Race": "Black",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 5.0,
+          "Asthma": "Yes",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "449",
+        "features": {
+          "HeartDisease": null,
+          "BMI": null,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 40 to 44",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Florida",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 14.0,
+          "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 9.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "Yes",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": "Black only, Non-Hispanic",
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "453",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 49.78,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Nebraska",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.63,
+          "WeightInKilograms": 131.54,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "454",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 39.58,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Maine",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": null,
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.85,
+          "WeightInKilograms": 136.08,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "459",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 25.1,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "65-69",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 6.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "Yes",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "467",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 33.23,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 50 to 54",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "South Dakota",
+          "GeneralHealth": "Poor",
+          "PhysicalHealthDays": 3.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "5 or more years ago",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": null,
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.75,
+          "WeightInKilograms": 102.06,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "468",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 24.39,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 55 to 59",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Massachusetts",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 2.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.88,
+          "WeightInKilograms": 86.18,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "474",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 28.71,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 55 to 59",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Texas",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "Hispanic",
+          "HeightInMeters": 1.69,
+          "WeightInKilograms": 82.0,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "477",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 24.68,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 18 to 24",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "California",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 5.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "Yes",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Hispanic",
+          "HeightInMeters": 1.78,
+          "WeightInKilograms": 78.02,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "478",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 27.41,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 2.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "65-69",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "Yes",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "480",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 27.34,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "55-59",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "Yes",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "481",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 25.53,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 80 or older",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Iowa",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "Yes",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.7,
+          "WeightInKilograms": 73.94,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "486",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 19.77,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 60 to 64",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Minnesota",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.73,
+          "WeightInKilograms": 58.97,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "487",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 31.25,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Georgia",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 1.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.52,
+          "WeightInKilograms": 72.57,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "488",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 33.3,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 30.0,
+          "MentalHealth": 5.0,
+          "DiffWalking": "Yes",
+          "Sex": "Female",
+          "AgeCategory": "70-74",
+          "Race": "American Indian/Alaskan Native",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 5.0,
+          "Asthma": "Yes",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "494",
+        "features": {
+          "HeartDisease": null,
+          "BMI": null,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 55 to 59",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Utah",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 30.0,
+          "MentalHealthDays": 15.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 4.0,
+          "RemovedTeeth": "All",
+          "HadHeartAttack": "No",
+          "HadAngina": "Yes",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "Yes",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "497",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 35.43,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 35 to 39",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "District of Columbia",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 30.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 5.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes every day",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Black only, Non-Hispanic",
+          "HeightInMeters": 1.6,
+          "WeightInKilograms": 90.72,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "498",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 34.95,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 60 to 64",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Louisiana",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "5 or more years ago",
+          "PhysicalActivities": "No",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.65,
+          "WeightInKilograms": 95.25,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "499",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 28.34,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "50-54",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 6.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "500",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 19.2,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 75 to 79",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Florida",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 10.0,
+          "MentalHealthDays": 10.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 12.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "Yes",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "Yes",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.57,
+          "WeightInKilograms": 47.63,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      }
+    ],
+    "target_column": "GeneralHealth",
+    "task_sub_type": "classification",
+    "ranking_ground_truth": {
+      "top_k_ids": [
+        "060",
+        "079",
+        "133",
+        "145",
+        "170",
+        "173",
+        "205",
+        "215",
+        "316",
+        "357",
+        "379",
+        "383",
+        "400",
+        "403",
+        "474"
+      ]
     },
-    "final_decision": {},
-    "what_if": {},
-    "ground_truth": {
-        "extracted_features": [
-            {
-                "scenario_id": "001",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 24.13,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 18 to 24",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Iowa",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 4.0,
-                    "MentalHealthDays": 2.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 9.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.65,
-                    "WeightInKilograms": 65.77,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "002",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 28.7,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 40 to 44",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Colorado",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "5 or more years ago",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.78,
-                    "WeightInKilograms": 90.72,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "004",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 23.62,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "30-34",
-                    "Race": "White",
-                    "Diabetic": "Yes (during pregnancy)",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "006",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 33.72,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 60 to 64",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Nevada",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 7.0,
-                    "MentalHealthDays": 7.0,
-                    "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.78,
-                    "WeightInKilograms": 106.59,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "008",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 29.18,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 40 to 44",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Washington",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 2.0,
-                    "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "Yes",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.63,
-                    "WeightInKilograms": 77.11,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "010",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 24.21,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "70-74",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Excellent",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "Yes",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "016",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 30.9,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 40 to 44",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "New Jersey",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": "No",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "Yes",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "Hispanic",
-                    "HeightInMeters": 1.63,
-                    "WeightInKilograms": 81.65,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "017",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 51.65,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 30 to 34",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "South Carolina",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 6.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.68,
-                    "WeightInKilograms": 145.15,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "020",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 27.2,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 30 to 34",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Illinois",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 5.0,
-                    "MentalHealthDays": 10.0,
-                    "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.8,
-                    "WeightInKilograms": 88.45,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "021",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 27.46,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "Yes",
-                    "PhysicalHealth": 7.0,
-                    "MentalHealth": 3.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "30-34",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "025",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 26.57,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 45 to 49",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Washington",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 6.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.6,
-                    "WeightInKilograms": 68.04,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Tested positive using home test without a health professional"
-                }
-            },
-            {
-                "scenario_id": "028",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 27.48,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 55 to 59",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Kansas",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 5.0,
-                    "LastCheckupTime": "5 or more years ago",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.88,
-                    "WeightInKilograms": 97.07,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "029",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 28.97,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 70 to 74",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "New Hampshire",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 1.0,
-                    "MentalHealthDays": 1.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 3.0,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "Yes",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.7,
-                    "WeightInKilograms": 83.91,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "030",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 30.67,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 60 to 64",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "New Jersey",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.68,
-                    "WeightInKilograms": 86.18,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "031",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 28.73,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 60 to 64",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "West Virginia",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 15.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "All",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes every day",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.68,
-                    "WeightInKilograms": 80.74,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Tested positive using home test without a health professional"
-                }
-            },
-            {
-                "scenario_id": "042",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 27.4,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 40 to 44",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Massachusetts",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Hispanic",
-                    "HeightInMeters": 1.55,
-                    "WeightInKilograms": 65.77,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "043",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 23.65,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 60 to 64",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Rhode Island",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 2.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "Yes",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.7,
-                    "WeightInKilograms": 68.49,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "049",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 42.57,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 45 to 49",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Delaware",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 5.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.73,
-                    "WeightInKilograms": 127.01,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "051",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 32.49,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 30.0,
-                    "MentalHealth": 15.0,
-                    "DiffWalking": "Yes",
-                    "Sex": "Female",
-                    "AgeCategory": "50-54",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 3.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "056",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 24.37,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 55 to 59",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Minnesota",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.91,
-                    "WeightInKilograms": 88.45,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "058",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 33.0,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 35 to 39",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Oregon",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.78,
-                    "WeightInKilograms": 104.33,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "060",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": null,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 35 to 39",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Texas",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": "Hispanic",
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "061",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 23.62,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "Yes",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 19.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "18-24",
-                    "Race": "Hispanic",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 6.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "062",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 26.63,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 55 to 59",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Nebraska",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 15.0,
-                    "MentalHealthDays": 5.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.65,
-                    "WeightInKilograms": 72.57,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "063",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 25.61,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "30-34",
-                    "Race": "Hispanic",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 8.0,
-                    "Asthma": "Yes",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "068",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 28.97,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "55-59",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Excellent",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "069",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 23.13,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 35 to 39",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Virginia",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 4.0,
-                    "MentalHealthDays": 10.0,
-                    "LastCheckupTime": "5 or more years ago",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 5.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.93,
-                    "WeightInKilograms": 86.18,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "073",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 33.76,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 50 to 54",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "California",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 10.0,
-                    "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "Yes",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Hispanic",
-                    "HeightInMeters": 1.45,
-                    "WeightInKilograms": 70.76,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Tested positive using home test without a health professional"
-                }
-            },
-            {
-                "scenario_id": "077",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 23.91,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 15.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "30-34",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Excellent",
-                    "SleepTime": 5.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "079",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 25.1,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 80 or older",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Texas",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 9.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "Yes",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "Yes",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "Yes",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.8,
-                    "WeightInKilograms": 81.65,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "080",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 34.72,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 7.0,
-                    "MentalHealth": 7.0,
-                    "DiffWalking": "Yes",
-                    "Sex": "Female",
-                    "AgeCategory": "45-49",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Fair",
-                    "SleepTime": 6.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "081",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 32.28,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 55 to 59",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Rhode Island",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.68,
-                    "WeightInKilograms": 90.72,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "082",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 24.28,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 25 to 29",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Vermont",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "Yes",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.83,
-                    "WeightInKilograms": 81.19,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "Yes",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "084",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 26.96,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 75 to 79",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "New York",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "Yes",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.65,
-                    "WeightInKilograms": 73.48,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "085",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 27.44,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 40 to 44",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Texas",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 1.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Black only, Non-Hispanic",
-                    "HeightInMeters": 1.57,
-                    "WeightInKilograms": 68.04,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "086",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 25.5,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 40 to 44",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Nebraska",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.68,
-                    "WeightInKilograms": 71.67,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "092",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 19.37,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 75 to 79",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Georgia",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 9.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "Yes",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "Yes",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "Yes",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.68,
-                    "WeightInKilograms": 54.43,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "094",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 24.41,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 45 to 49",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Connecticut",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 3.0,
-                    "MentalHealthDays": 4.0,
-                    "LastCheckupTime": "5 or more years ago",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.85,
-                    "WeightInKilograms": 83.91,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Tested positive using home test without a health professional"
-                }
-            },
-            {
-                "scenario_id": "099",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 21.29,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 35 to 39",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Ohio",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 1.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "5 or more years ago",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.73,
-                    "WeightInKilograms": 63.5,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "104",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 20.8,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 35 to 39",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "New York",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 5.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Black only, Non-Hispanic",
-                    "HeightInMeters": 1.65,
-                    "WeightInKilograms": 56.7,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "105",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 25.83,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 40 to 44",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "West Virginia",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.78,
-                    "WeightInKilograms": 81.65,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "106",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 33.91,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 70 to 74",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Maine",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 1.0,
-                    "MentalHealthDays": 4.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.83,
-                    "WeightInKilograms": 113.4,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "107",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 32.55,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 50 to 54",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Oklahoma",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "Other race only, Non-Hispanic",
-                    "HeightInMeters": 1.83,
-                    "WeightInKilograms": 108.86,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "108",
-                "features": {
-                    "HeartDisease": "Yes",
-                    "BMI": 23.63,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "60-64",
-                    "Race": "American Indian/Alaskan Native",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 6.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "112",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": null,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 45 to 49",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Louisiana",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 5.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.5,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": null,
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Tested positive using home test without a health professional"
-                }
-            },
-            {
-                "scenario_id": "115",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 27.79,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "Yes",
-                    "Sex": "Female",
-                    "AgeCategory": "55-59",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "116",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 26.39,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "30-34",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Excellent",
-                    "SleepTime": 6.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "124",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": null,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 60 to 64",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Connecticut",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "Yes",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "Yes",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Hispanic",
-                    "HeightInMeters": null,
-                    "WeightInKilograms": 72.12,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "125",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 37.31,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 30 to 34",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Ohio",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "Hispanic",
-                    "HeightInMeters": 1.78,
-                    "WeightInKilograms": 117.93,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "126",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 24.41,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Massachusetts",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 5.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "Yes",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.8,
-                    "WeightInKilograms": 79.38,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "130",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 26.31,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "55-59",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 9.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "131",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 29.53,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 50 to 54",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Oregon",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No, pre-diabetes or borderline diabetes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Hispanic",
-                    "HeightInMeters": 1.75,
-                    "WeightInKilograms": 90.72,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "132",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 26.63,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 70 to 74",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Minnesota",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.7,
-                    "WeightInKilograms": 77.11,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "133",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 22.81,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Texas",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 9.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "Yes",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "Yes",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.73,
-                    "WeightInKilograms": 68.04,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "135",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 23.56,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 70 to 74",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Indiana",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 6.0,
-                    "MentalHealthDays": 14.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.68,
-                    "WeightInKilograms": 66.22,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "136",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 35.87,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 55 to 59",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Montana",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 3.0,
-                    "MentalHealthDays": 20.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 5.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "Yes",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.78,
-                    "WeightInKilograms": 113.4,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "137",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 39.33,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 55 to 59",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Kentucky",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.83,
-                    "WeightInKilograms": 131.54,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "139",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 37.31,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 50 to 54",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Minnesota",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 2.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.78,
-                    "WeightInKilograms": 117.93,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "140",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 45.49,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 2.0,
-                    "MentalHealth": 7.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "55-59",
-                    "Race": "Black",
-                    "Diabetic": "Yes",
-                    "PhysicalActivity": "No",
-                    "GenHealth": "Good",
-                    "SleepTime": 6.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "142",
-                "features": {
-                    "HeartDisease": "Yes",
-                    "BMI": 24.41,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "80 or older",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "Yes",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "143",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 34.44,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": null,
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Massachusetts",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 2.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "Yes",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.78,
-                    "WeightInKilograms": 108.86,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "145",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 21.11,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 40 to 44",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Texas",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 5.0,
-                    "LastCheckupTime": "5 or more years ago",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.85,
-                    "WeightInKilograms": 72.57,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "147",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 24.03,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 75 to 79",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "North Carolina",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "Yes",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No, pre-diabetes or borderline diabetes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.63,
-                    "WeightInKilograms": 63.5,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "148",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 18.6,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "65-69",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "151",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 27.44,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 55 to 59",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Florida",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 1.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.68,
-                    "WeightInKilograms": 77.11,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "152",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 33.12,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 75 to 79",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "South Dakota",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.91,
-                    "WeightInKilograms": 120.2,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "157",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 25.69,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 18 to 24",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Oregon",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 5.0,
-                    "MentalHealthDays": 1.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.6,
-                    "WeightInKilograms": 65.77,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "Yes",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "160",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 29.84,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "25-29",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "164",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 39.32,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 23.0,
-                    "MentalHealth": 23.0,
-                    "DiffWalking": "Yes",
-                    "Sex": "Female",
-                    "AgeCategory": "60-64",
-                    "Race": "White",
-                    "Diabetic": "Yes",
-                    "PhysicalActivity": "No",
-                    "GenHealth": "Poor",
-                    "SleepTime": 6.0,
-                    "Asthma": "Yes",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "170",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 32.28,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 45 to 49",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Texas",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 5.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 5.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.68,
-                    "WeightInKilograms": 90.72,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "173",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 27.44,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 80 or older",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Texas",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "All",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "Yes",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.57,
-                    "WeightInKilograms": 68.04,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "175",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 30.13,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "50-54",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 7.0,
-                    "Asthma": "Yes",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "177",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 26.46,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 75 to 79",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Tennessee",
-                    "GeneralHealth": "Poor",
-                    "PhysicalHealthDays": 10.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "Yes",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "Yes",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.73,
-                    "WeightInKilograms": 78.93,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "187",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 27.34,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 70 to 74",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Oklahoma",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.52,
-                    "WeightInKilograms": 63.5,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "188",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 22.96,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "65-69",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "189",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 32.1,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 35 to 39",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Maryland",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.88,
-                    "WeightInKilograms": 113.4,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "194",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 23.63,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 55 to 59",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Maryland",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 2.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "Yes",
-                    "HadAngina": "Yes",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.65,
-                    "WeightInKilograms": 64.41,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "195",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 30.67,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Pennsylvania",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 2.0,
-                    "MentalHealthDays": 3.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.68,
-                    "WeightInKilograms": 86.18,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "196",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 34.75,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 60 to 64",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Pennsylvania",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "All",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.57,
-                    "WeightInKilograms": 86.18,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "201",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 20.12,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 80 or older",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Vermont",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 2.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": null,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": null,
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "Yes",
-                    "HadCOPD": "Yes",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.57,
-                    "WeightInKilograms": 49.9,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "202",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 27.98,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 35 to 39",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "West Virginia",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 2.0,
-                    "MentalHealthDays": 30.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 3.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes every day",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.73,
-                    "WeightInKilograms": 83.46,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "Yes",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "203",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 26.57,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 2.0,
-                    "MentalHealth": 5.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "65-69",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "No",
-                    "GenHealth": "Good",
-                    "SleepTime": 6.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "205",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 33.96,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 50 to 54",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Texas",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Black only, Non-Hispanic",
-                    "HeightInMeters": 1.75,
-                    "WeightInKilograms": 104.33,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "206",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 35.26,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 80 or older",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "South Dakota",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": null,
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.83,
-                    "WeightInKilograms": 117.93,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": null,
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "208",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 34.3,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "New Hampshire",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.85,
-                    "WeightInKilograms": 117.93,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "212",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 25.82,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 30.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "18-24",
-                    "Race": "Black",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "No",
-                    "GenHealth": "Fair",
-                    "SleepTime": 9.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "214",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 34.33,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 5.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "18-24",
-                    "Race": "Hispanic",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "215",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 17.36,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Texas",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.6,
-                    "WeightInKilograms": 44.45,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "216",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 31.42,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 40 to 44",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Massachusetts",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 6.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No, pre-diabetes or borderline diabetes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.96,
-                    "WeightInKilograms": 120.2,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "221",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": null,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Washington",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 12.0,
-                    "MentalHealthDays": 2.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.6,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "224",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 33.23,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "60-64",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "No",
-                    "GenHealth": "Good",
-                    "SleepTime": 9.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "225",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 28.25,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 40 to 44",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Nebraska",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 2.0,
-                    "MentalHealthDays": 5.0,
-                    "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "Yes",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.88,
-                    "WeightInKilograms": 99.79,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "231",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 23.71,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "70-74",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 6.0,
-                    "Asthma": "Yes",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "234",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 26.45,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 55 to 59",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Massachusetts",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.83,
-                    "WeightInKilograms": 88.45,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "235",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 27.2,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 10.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "60-64",
-                    "Race": "White",
-                    "Diabetic": "Yes",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "236",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 34.17,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "50-54",
-                    "Race": "White",
-                    "Diabetic": "Yes",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "237",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 35.51,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 45 to 49",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Michigan",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 1.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.68,
-                    "WeightInKilograms": 99.79,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "238",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 22.81,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 35 to 39",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Utah",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 20.0,
-                    "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.73,
-                    "WeightInKilograms": 68.04,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "243",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 26.39,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 55 to 59",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Minnesota",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.6,
-                    "WeightInKilograms": 67.59,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "244",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 21.95,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 50 to 54",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Minnesota",
-                    "GeneralHealth": "Poor",
-                    "PhysicalHealthDays": 30.0,
-                    "MentalHealthDays": 30.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "Yes",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes some days",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.57,
-                    "WeightInKilograms": 54.43,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "251",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 31.85,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 75 to 79",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "South Dakota",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "Yes",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "Yes",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.78,
-                    "WeightInKilograms": 100.7,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "254",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 34.15,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "West Virginia",
-                    "GeneralHealth": "Poor",
-                    "PhysicalHealthDays": 30.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "Yes",
-                    "HadStroke": "Yes",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "Yes",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.78,
-                    "WeightInKilograms": 107.95,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "262",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 31.57,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 3.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "35-39",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 6.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "265",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 30.04,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 3.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "35-39",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 7.0,
-                    "Asthma": "Yes",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "266",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 23.01,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "Yes",
-                    "Stroke": "No",
-                    "PhysicalHealth": 2.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "Yes",
-                    "Sex": "Male",
-                    "AgeCategory": "75-79",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Fair",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "268",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 27.89,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "Yes",
-                    "Sex": "Male",
-                    "AgeCategory": "65-69",
-                    "Race": "Black",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "271",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 21.26,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 27.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "80 or older",
-                    "Race": "White",
-                    "Diabetic": "No, borderline diabetes",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 8.0,
-                    "Asthma": "Yes",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "Yes",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "273",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 23.09,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "Yes",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "35-39",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Excellent",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "275",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 19.37,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 40 to 44",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Virginia",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 4.0,
-                    "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Hispanic",
-                    "HeightInMeters": 1.68,
-                    "WeightInKilograms": 54.43,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "277",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 31.28,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 40 to 44",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Minnesota",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 4.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.78,
-                    "WeightInKilograms": 98.88,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "278",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 25.84,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 80 or older",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Connecticut",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 2.0,
-                    "MentalHealthDays": 10.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 12.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "Yes",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.75,
-                    "WeightInKilograms": 79.38,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "279",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 25.75,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 60 to 64",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Louisiana",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 10.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "Yes",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes every day",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "Black only, Non-Hispanic",
-                    "HeightInMeters": 1.63,
-                    "WeightInKilograms": 68.04,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "281",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": null,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 50 to 54",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "New York",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "Yes",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "Hispanic",
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "285",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 32.49,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 50 to 54",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "California",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": "Hispanic",
-                    "HeightInMeters": 1.75,
-                    "WeightInKilograms": 99.79,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "286",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 23.3,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Massachusetts",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes some days",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "Black only, Non-Hispanic",
-                    "HeightInMeters": 1.65,
-                    "WeightInKilograms": 63.5,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Tested positive using home test without a health professional"
-                }
-            },
-            {
-                "scenario_id": "287",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 32.1,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 55 to 59",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "New Hampshire",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 30.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "Yes",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.63,
-                    "WeightInKilograms": 84.82,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "288",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 37.3,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 14.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "60-64",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 6.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "291",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 22.05,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 30 to 34",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "District of Columbia",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 4.0,
-                    "MentalHealthDays": 10.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.73,
-                    "WeightInKilograms": 65.77,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "292",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": null,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 80 or older",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Wisconsin",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "Yes",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.45,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "295",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 35.26,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 7.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "65-69",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "297",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 29.29,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 45 to 49",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Alaska",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Hispanic",
-                    "HeightInMeters": 1.8,
-                    "WeightInKilograms": 95.25,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "301",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": null,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 35 to 39",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Virginia",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 7.0,
-                    "MentalHealthDays": 16.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "Yes",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Multiracial, Non-Hispanic",
-                    "HeightInMeters": 1.73,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "302",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 32.78,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "45-49",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Excellent",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "306",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 28.37,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 70 to 74",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Washington",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 14.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "Yes",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "Multiracial, Non-Hispanic",
-                    "HeightInMeters": 1.88,
-                    "WeightInKilograms": 100.24,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "309",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 37.12,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 18 to 24",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "New York",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 3.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "Yes",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.68,
-                    "WeightInKilograms": 104.33,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "311",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 41.15,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 25 to 29",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Massachusetts",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 5.0,
-                    "MentalHealthDays": 5.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": 1.57,
-                    "WeightInKilograms": 102.06,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "312",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 24.13,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 80 or older",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "New Jersey",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "Yes",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.65,
-                    "WeightInKilograms": 65.77,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "316",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 27.44,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 30 to 34",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Texas",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 2.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.68,
-                    "WeightInKilograms": 77.11,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "318",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 39.16,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 55 to 59",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Maine",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "Yes",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.7,
-                    "WeightInKilograms": 113.4,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "319",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 27.12,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 40 to 44",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Montana",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 15.0,
-                    "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 4.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.83,
-                    "WeightInKilograms": 90.72,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "323",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 32.44,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 25 to 29",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Ohio",
-                    "GeneralHealth": "Poor",
-                    "PhysicalHealthDays": 30.0,
-                    "MentalHealthDays": 30.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "Yes",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": null,
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "Yes",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "Yes",
-                    "SmokerStatus": "Current smoker - now smokes every day",
-                    "ECigaretteUsage": "Use them every day",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.63,
-                    "WeightInKilograms": 85.73,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "Yes",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "330",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 24.09,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "55-59",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "No",
-                    "GenHealth": "Good",
-                    "SleepTime": 6.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "331",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 31.12,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "South Dakota",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 14.0,
-                    "MentalHealthDays": 30.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 12.0,
-                    "RemovedTeeth": "All",
-                    "HadHeartAttack": "Yes",
-                    "HadAngina": "Yes",
-                    "HadStroke": "Yes",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes some days",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "Other race only, Non-Hispanic",
-                    "HeightInMeters": 1.65,
-                    "WeightInKilograms": 84.82,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "333",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 20.97,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "80 or older",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "337",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 32.22,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 70 to 74",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "New York",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 30.0,
-                    "MentalHealthDays": 2.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "All",
-                    "HadHeartAttack": "Yes",
-                    "HadAngina": "Yes",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "Yes",
-                    "HadCOPD": "Yes",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes every day",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.52,
-                    "WeightInKilograms": 74.84,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "338",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 30.68,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 50 to 54",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Indiana",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 15.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.8,
-                    "WeightInKilograms": 99.79,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "346",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 21.8,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 70 to 74",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "West Virginia",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "All",
-                    "HadHeartAttack": "Yes",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "Yes",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "Yes",
-                    "BlindOrVisionDifficulty": "Yes",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.63,
-                    "WeightInKilograms": 57.61,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "352",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 18.69,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "75-79",
-                    "Race": "Other",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 8.0,
-                    "Asthma": "Yes",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "353",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 20.98,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 75 to 79",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Tennessee",
-                    "GeneralHealth": "Poor",
-                    "PhysicalHealthDays": 30.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "All",
-                    "HadHeartAttack": "Yes",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "Yes",
-                    "HadCOPD": "Yes",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "Yes",
-                    "DifficultyErrands": "Yes",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.68,
-                    "WeightInKilograms": 58.97,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "354",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 32.55,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 60 to 64",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "South Carolina",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "Yes",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.83,
-                    "WeightInKilograms": 108.86,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "355",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 22.46,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 75 to 79",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Ohio",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 1.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes some days",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.52,
-                    "WeightInKilograms": 52.16,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "357",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 21.58,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 80 or older",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Texas",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 2.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "Yes",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.57,
-                    "WeightInKilograms": 53.52,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "359",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 24.13,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 18 to 24",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "North Carolina",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 30.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 5.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Use them every day",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Hispanic",
-                    "HeightInMeters": 1.65,
-                    "WeightInKilograms": 65.77,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "362",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 20.6,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "65-69",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Excellent",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "363",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 22.15,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "70-74",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Excellent",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "367",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 24.37,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 25 to 29",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "North Carolina",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 7.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "5 or more years ago",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.75,
-                    "WeightInKilograms": 74.84,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "374",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 25.09,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "70-74",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "No",
-                    "GenHealth": "Excellent",
-                    "SleepTime": 6.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "375",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 31.09,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 2.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "70-74",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "Yes",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "378",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 35.15,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 30.0,
-                    "MentalHealth": 30.0,
-                    "DiffWalking": "Yes",
-                    "Sex": "Female",
-                    "AgeCategory": "60-64",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Poor",
-                    "SleepTime": 6.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "379",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 24.87,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Texas",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 5.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "Yes",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "Yes",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.57,
-                    "WeightInKilograms": 61.69,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "383",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 33.66,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 40 to 44",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Texas",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 1.0,
-                    "MentalHealthDays": 2.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.6,
-                    "WeightInKilograms": 86.18,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": null,
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "387",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 24.96,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "45-49",
-                    "Race": "Black",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "388",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 38.41,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Georgia",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "Yes",
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "Yes",
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "Black only, Non-Hispanic",
-                    "HeightInMeters": 1.57,
-                    "WeightInKilograms": 95.25,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "390",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 30.79,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 45 to 49",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Virginia",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 2.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.65,
-                    "WeightInKilograms": 83.91,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Tested positive using home test without a health professional"
-                }
-            },
-            {
-                "scenario_id": "393",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 29.29,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "75-79",
-                    "Race": "Other",
-                    "Diabetic": "Yes",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "394",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 20.98,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 80 or older",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Rhode Island",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 10.0,
-                    "MentalHealthDays": 15.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "Yes",
-                    "BlindOrVisionDifficulty": "Yes",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.73,
-                    "WeightInKilograms": 62.6,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "395",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 23.41,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 18 to 24",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Tennessee",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 3.0,
-                    "MentalHealthDays": 2.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.57,
-                    "WeightInKilograms": 58.06,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "396",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 24.03,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "70-74",
-                    "Race": "Asian",
-                    "Diabetic": "Yes",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "397",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 23.17,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 18 to 24",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Hawaii",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "Other race only, Non-Hispanic",
-                    "HeightInMeters": 1.63,
-                    "WeightInKilograms": 61.23,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "399",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 40.39,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 45 to 49",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Tennessee",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "Yes, but only during pregnancy (female)",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.6,
-                    "WeightInKilograms": 103.42,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "400",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 24.69,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 45 to 49",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Texas",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 2.0,
-                    "MentalHealthDays": 15.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.57,
-                    "WeightInKilograms": 61.23,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "Yes",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "402",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 29.7,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "55-59",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 4.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "403",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 33.0,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 35 to 39",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Texas",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.78,
-                    "WeightInKilograms": 104.33,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "404",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 26.61,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 60 to 64",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Indiana",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes some days",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.73,
-                    "WeightInKilograms": 79.38,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "408",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 25.61,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 80 or older",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Maryland",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 3.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "Yes",
-                    "HadAngina": "Yes",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "Yes",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": "Black only, Non-Hispanic",
-                    "HeightInMeters": 1.57,
-                    "WeightInKilograms": 63.5,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "410",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 23.34,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "75-79",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Excellent",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "411",
-                "features": {
-                    "HeartDisease": "Yes",
-                    "BMI": 30.34,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "70-74",
-                    "Race": "White",
-                    "Diabetic": "Yes",
-                    "PhysicalActivity": "No",
-                    "GenHealth": "Good",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "412",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 28.06,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "80 or older",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "414",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": null,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 35 to 39",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Ohio",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 3.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "418",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 23.24,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "55-59",
-                    "Race": "Hispanic",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 9.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "421",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 26.58,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 3.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "55-59",
-                    "Race": "Other",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "424",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 29.13,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "25-29",
-                    "Race": "Hispanic",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Excellent",
-                    "SleepTime": 6.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "426",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 33.52,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 75 to 79",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Ohio",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 5.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "Yes",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.7,
-                    "WeightInKilograms": 97.07,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "429",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 31.57,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "35-39",
-                    "Race": "Hispanic",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "No",
-                    "GenHealth": "Good",
-                    "SleepTime": 3.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "434",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 26.39,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 40 to 44",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Colorado",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Other race only, Non-Hispanic",
-                    "HeightInMeters": 1.85,
-                    "WeightInKilograms": 90.72,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "438",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 28.07,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "New Hampshire",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.83,
-                    "WeightInKilograms": 93.89,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "439",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 27.89,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 18 to 24",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Hawaii",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 1.0,
-                    "MentalHealthDays": 10.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Multiracial, Non-Hispanic",
-                    "HeightInMeters": 1.8,
-                    "WeightInKilograms": 90.72,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": null,
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "Yes",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "443",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 31.32,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 80 or older",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Kansas",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "All",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "Yes",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "Yes",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.7,
-                    "WeightInKilograms": 90.72,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "445",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 27.44,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 30.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "45-49",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "No",
-                    "GenHealth": "Very good",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "446",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 25.59,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 75 to 79",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Maryland",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "Yes",
-                    "HadAngina": "Yes",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "Yes",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "Yes",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.85,
-                    "WeightInKilograms": 88.0,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "448",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 31.16,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "65-69",
-                    "Race": "Black",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 5.0,
-                    "Asthma": "Yes",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "449",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": null,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 40 to 44",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Florida",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 14.0,
-                    "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 9.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "Yes",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": "Black only, Non-Hispanic",
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "453",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 49.78,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Nebraska",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.63,
-                    "WeightInKilograms": 131.54,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "454",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 39.58,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Maine",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.85,
-                    "WeightInKilograms": 136.08,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "459",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 25.1,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "65-69",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 6.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "Yes",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "467",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 33.23,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 50 to 54",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "South Dakota",
-                    "GeneralHealth": "Poor",
-                    "PhysicalHealthDays": 3.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "5 or more years ago",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": null,
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.75,
-                    "WeightInKilograms": 102.06,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "468",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 24.39,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 55 to 59",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Massachusetts",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 2.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.88,
-                    "WeightInKilograms": 86.18,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "474",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 28.71,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 55 to 59",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Texas",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "Hispanic",
-                    "HeightInMeters": 1.69,
-                    "WeightInKilograms": 82.0,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "477",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 24.68,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 18 to 24",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "California",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 5.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "Yes",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Hispanic",
-                    "HeightInMeters": 1.78,
-                    "WeightInKilograms": 78.02,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "478",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 27.41,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 2.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "65-69",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "Yes",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "480",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 27.34,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "55-59",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Excellent",
-                    "SleepTime": 7.0,
-                    "Asthma": "Yes",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "481",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 25.53,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 80 or older",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Iowa",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "Yes",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.7,
-                    "WeightInKilograms": 73.94,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "486",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 19.77,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 60 to 64",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Minnesota",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.73,
-                    "WeightInKilograms": 58.97,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "487",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 31.25,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Georgia",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 1.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.52,
-                    "WeightInKilograms": 72.57,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "488",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 33.3,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 30.0,
-                    "MentalHealth": 5.0,
-                    "DiffWalking": "Yes",
-                    "Sex": "Female",
-                    "AgeCategory": "70-74",
-                    "Race": "American Indian/Alaskan Native",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Fair",
-                    "SleepTime": 5.0,
-                    "Asthma": "Yes",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "494",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": null,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 55 to 59",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Utah",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 30.0,
-                    "MentalHealthDays": 15.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 4.0,
-                    "RemovedTeeth": "All",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "Yes",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "Yes",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "497",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 35.43,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 35 to 39",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "District of Columbia",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 30.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 5.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes every day",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Black only, Non-Hispanic",
-                    "HeightInMeters": 1.6,
-                    "WeightInKilograms": 90.72,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "498",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 34.95,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 60 to 64",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Louisiana",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "5 or more years ago",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.65,
-                    "WeightInKilograms": 95.25,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "499",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 28.34,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "50-54",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 6.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "500",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 19.2,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 75 to 79",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Florida",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 10.0,
-                    "MentalHealthDays": 10.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 12.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "Yes",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "Yes",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.57,
-                    "WeightInKilograms": 47.63,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            }
-        ],
-        "target_column": "GeneralHealth",
-        "task_sub_type": "classification",
-        "ranking_ground_truth": {
-            "top_k_ids": [
-                "060",
-                "079",
-                "133",
-                "145",
-                "170",
-                "173",
-                "205",
-                "215",
-                "316",
-                "357",
-                "379",
-                "383",
-                "400",
-                "403",
-                "474"
-            ]
-        },
-        "active_filters": [
-            {
-                "col": "State",
-                "op": "==",
-                "val": "Texas"
-            }
-        ],
-        "target_class_value": "very good"
-    },
-    "response": "",
-    "evaluation_score": {}
-}
\ No newline at end of file
+    "active_filters": [
+      {
+        "col": "State",
+        "op": "==",
+        "val": "Texas"
+      }
+    ],
+    "target_class_value": "very good"
+  },
+  "response": "",
+  "evaluation_score": {}
+}
diff --git a/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_007/current.csv b/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_007/current.csv
index e54bf61fb98aeed3a9db700b2e3235667cfa3d9d..242f4ef3080b813a26b13194e2a1d5444000d0df 100644
--- a/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_007/current.csv
+++ b/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_007/current.csv
@@ -1,201 +1,201 @@
-HeartDisease,BMI,Smoking,AlcoholDrinking,Stroke,PhysicalHealth,MentalHealth,DiffWalking,Sex,AgeCategory,Race,Diabetic,PhysicalActivity,GenHealth,SleepTime,Asthma,KidneyDisease,SkinCancer,State,PhysicalHealthDays,MentalHealthDays,LastCheckupTime,PhysicalActivities,SleepHours,RemovedTeeth,HadHeartAttack,HadAngina,HadStroke,HadAsthma,HadSkinCancer,HadCOPD,HadDepressiveDisorder,HadKidneyDisease,HadArthritis,HadDiabetes,DeafOrHardOfHearing,BlindOrVisionDifficulty,DifficultyConcentrating,DifficultyWalking,DifficultyDressingBathing,DifficultyErrands,SmokerStatus,ECigaretteUsage,ChestScan,RaceEthnicityCategory,HeightInMeters,WeightInKilograms,AlcoholDrinkers,HIVTesting,FluVaxLast12,PneumoVaxEver,TetanusLast10Tdap,HighRiskLastYear,CovidPos
-,24.13,,,,,,,Female,Age 18 to 24,,,,,,,,,Iowa,4.0,2.0,Within past year (anytime less than 12 months ago),Yes,9.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.65,65.77,No,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
-,28.7,,,,,,,Male,Age 40 to 44,,,,,,,,,Colorado,0.0,0.0,5 or more years ago,Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.78,90.72,No,Yes,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
-No,23.62,No,No,No,0.0,0.0,No,Female,30-34,White,Yes (during pregnancy),Yes,Very good,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,33.72,,,,,,,Male,Age 60 to 64,,,,,,,,,Nevada,7.0,7.0,Within past 5 years (2 years but less than 5 years ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Not at all (right now),No,"White only, Non-Hispanic",1.78,106.59,Yes,No,No,No,"No, did not receive any tetanus shot in the past 10 years",,
-,29.18,,,,,,,Female,Age 40 to 44,,,,,,,,,Washington,0.0,2.0,Within past 5 years (2 years but less than 5 years ago),Yes,8.0,None of them,No,No,No,No,No,No,Yes,No,No,No,No,Yes,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.63,77.11,No,Yes,No,Yes,"Yes, received tetanus shot, but not Tdap",No,No
-No,24.21,Yes,No,No,0.0,0.0,No,Female,70-74,White,No,Yes,Excellent,7.0,No,No,Yes,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,30.9,,,,,,,Male,Age 40 to 44,,,,,,,,,New Jersey,0.0,0.0,,No,6.0,1 to 5,No,No,No,No,No,No,No,Yes,No,Yes,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,Hispanic,1.63,81.65,No,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-,51.65,,,,,,,Male,Age 30 to 34,,,,,,,,,South Carolina,0.0,6.0,Within past year (anytime less than 12 months ago),No,6.0,None of them,No,No,No,Yes,No,No,No,No,No,No,No,No,Yes,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.68,145.15,No,No,Yes,No,"Yes, received Tdap",No,No
-,27.2,,,,,,,Female,Age 30 to 34,,,,,,,,,Illinois,5.0,10.0,Within past 5 years (2 years but less than 5 years ago),Yes,6.0,"6 or more, but not all",No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.8,88.45,Yes,Yes,No,No,"Yes, received Tdap",No,Yes
-No,27.46,No,No,Yes,7.0,3.0,No,Female,30-34,White,No,Yes,Very good,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,26.57,,,,,,,Female,Age 45 to 49,,,,,,,,,Washington,0.0,6.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.6,68.04,Yes,Yes,Yes,No,"Yes, received Tdap",No,Tested positive using home test without a health professional
-,27.48,,,,,,,Male,Age 55 to 59,,,,,,,,,Kansas,0.0,5.0,5 or more years ago,Yes,7.0,1 to 5,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.88,97.07,No,Yes,No,No,"Yes, received Tdap",No,No
-,28.97,,,,,,,Female,Age 70 to 74,,,,,,,,,New Hampshire,1.0,1.0,Within past year (anytime less than 12 months ago),No,3.0,,No,No,No,No,No,No,No,Yes,No,Yes,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.7,83.91,No,Yes,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
-,30.67,,,,,,,Male,Age 60 to 64,,,,,,,,,New Jersey,0.0,0.0,Within past 2 years (1 year but less than 2 years ago),Yes,8.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Not at all (right now),Yes,"White only, Non-Hispanic",1.68,86.18,No,Yes,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-,28.73,,,,,,,Male,Age 60 to 64,,,,,,,,,West Virginia,15.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,All,No,No,No,No,No,No,No,No,Yes,Yes,No,No,No,No,No,No,Current smoker - now smokes every day,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.68,80.74,Yes,No,No,No,"Yes, received tetanus shot but not sure what type",No,Tested positive using home test without a health professional
-,27.4,,,,,,,Female,Age 40 to 44,,,,,,,,,Massachusetts,0.0,0.0,Within past year (anytime less than 12 months ago),No,6.0,1 to 5,No,No,No,Yes,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,Hispanic,1.55,65.77,No,No,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-,23.65,,,,,,,Female,Age 60 to 64,,,,,,,,,Rhode Island,2.0,0.0,Within past year (anytime less than 12 months ago),No,7.0,1 to 5,No,No,Yes,Yes,No,No,No,No,No,No,No,No,Yes,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.7,68.49,Yes,No,No,No,"Yes, received tetanus shot but not sure what type",No,No
-,42.57,,,,,,,Female,Age 45 to 49,,,,,,,,,Delaware,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,5.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.73,127.01,No,Yes,Yes,No,"Yes, received Tdap",No,Yes
-No,32.49,Yes,No,No,30.0,15.0,Yes,Female,50-54,White,No,Yes,Very good,3.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,24.37,,,,,,,Male,Age 55 to 59,,,,,,,,,Minnesota,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.91,88.45,Yes,Yes,Yes,No,"Yes, received Tdap",No,No
-,33.0,,,,,,,Male,Age 35 to 39,,,,,,,,,Oregon,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,1 to 5,No,No,No,Yes,No,No,No,No,No,No,No,No,Yes,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.78,104.33,No,Yes,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-,,,,,,,,Female,Age 35 to 39,,,,,,,,,Texas,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,No,No,,,,,,,,,,Hispanic,,,,,,,,,
-No,23.62,No,Yes,No,0.0,19.0,No,Female,18-24,Hispanic,No,Yes,Very good,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,26.63,,,,,,,Female,Age 55 to 59,,,,,,,,,Nebraska,15.0,5.0,Within past year (anytime less than 12 months ago),No,7.0,None of them,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.65,72.57,Yes,No,No,No,"Yes, received tetanus shot but not sure what type",No,No
-No,25.61,No,No,No,0.0,0.0,No,Female,30-34,Hispanic,No,Yes,Very good,8.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,28.97,No,No,No,0.0,0.0,No,Female,55-59,White,No,Yes,Excellent,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,23.13,,,,,,,Male,Age 35 to 39,,,,,,,,,Virginia,4.0,10.0,5 or more years ago,Yes,5.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.93,86.18,Yes,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-,33.76,,,,,,,Female,Age 50 to 54,,,,,,,,,California,0.0,10.0,Within past 5 years (2 years but less than 5 years ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,Yes,Yes,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,Hispanic,1.45,70.76,Yes,No,No,No,"Yes, received tetanus shot, but not Tdap",No,Tested positive using home test without a health professional
-No,23.91,Yes,No,No,0.0,15.0,No,Female,30-34,White,No,Yes,Excellent,5.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,25.1,,,,,,,Male,Age 80 or older,,,,,,,,,Texas,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,9.0,1 to 5,No,No,No,No,Yes,No,No,Yes,Yes,No,Yes,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.8,81.65,Yes,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
-No,34.72,Yes,No,No,7.0,7.0,Yes,Female,45-49,White,No,Yes,Fair,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,32.28,,,,,,,Female,Age 55 to 59,,,,,,,,,Rhode Island,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,No,No,No,No,No,No,No,No,Yes,Yes,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.68,90.72,No,Yes,Yes,Yes,"Yes, received Tdap",No,Yes
-,24.28,,,,,,,Male,Age 25 to 29,,,,,,,,,Vermont,0.0,0.0,Within past 5 years (2 years but less than 5 years ago),Yes,8.0,None of them,No,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,No,Former smoker,Not at all (right now),No,"White only, Non-Hispanic",1.83,81.19,Yes,Yes,No,No,"No, did not receive any tetanus shot in the past 10 years",Yes,No
-,26.96,,,,,,,Female,Age 75 to 79,,,,,,,,,New York,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,1 to 5,Yes,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.65,73.48,Yes,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
-,27.44,,,,,,,Female,Age 40 to 44,,,,,,,,,Texas,0.0,1.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"Black only, Non-Hispanic",1.57,68.04,No,,,,,,
-,25.5,,,,,,,Female,Age 40 to 44,,,,,,,,,Nebraska,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.68,71.67,Yes,No,Yes,No,"Yes, received Tdap",No,Yes
-,19.37,,,,,,,Male,Age 75 to 79,,,,,,,,,Georgia,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,9.0,None of them,Yes,No,No,No,Yes,No,No,No,No,No,No,Yes,No,No,No,No,Former smoker,Not at all (right now),Yes,"White only, Non-Hispanic",1.68,54.43,Yes,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
-,24.41,,,,,,,Male,Age 45 to 49,,,,,,,,,Connecticut,3.0,4.0,5 or more years ago,Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Not at all (right now),Yes,"White only, Non-Hispanic",1.85,83.91,Yes,No,No,,"No, did not receive any tetanus shot in the past 10 years",No,Tested positive using home test without a health professional
-,21.29,,,,,,,Male,Age 35 to 39,,,,,,,,,Ohio,1.0,0.0,5 or more years ago,Yes,6.0,None of them,No,No,No,Yes,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.73,63.5,No,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-,20.8,,,,,,,Female,Age 35 to 39,,,,,,,,,New York,0.0,5.0,Within past year (anytime less than 12 months ago),No,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"Black only, Non-Hispanic",1.65,56.7,No,Yes,No,No,"Yes, received tetanus shot, but not Tdap",No,Yes
-,25.83,,,,,,,Female,Age 40 to 44,,,,,,,,,West Virginia,0.0,0.0,Within past 5 years (2 years but less than 5 years ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.78,81.65,No,No,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-,33.91,,,,,,,Female,Age 70 to 74,,,,,,,,,Maine,1.0,4.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,No,No,No,No,No,No,No,No,Yes,No,No,No,Yes,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.83,113.4,No,No,Yes,Yes,"Yes, received Tdap",No,No
-,32.55,,,,,,,Male,Age 50 to 54,,,,,,,,,Oklahoma,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,,No,No,No,No,No,No,No,No,Yes,No,No,No,Yes,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"Other race only, Non-Hispanic",1.83,108.86,,No,Yes,No,"Yes, received Tdap",No,No
-Yes,23.63,Yes,No,No,0.0,0.0,No,Male,60-64,American Indian/Alaskan Native,No,Yes,Good,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,,,,,,,,Female,Age 45 to 49,,,,,,,,,Louisiana,0.0,0.0,Within past 2 years (1 year but less than 2 years ago),No,5.0,None of them,No,No,No,Yes,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.5,,Yes,,No,,"No, did not receive any tetanus shot in the past 10 years",No,Tested positive using home test without a health professional
-No,27.79,Yes,No,No,0.0,0.0,Yes,Female,55-59,White,No,Yes,Good,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,26.39,No,No,No,0.0,0.0,No,Male,30-34,White,No,Yes,Excellent,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,,,,,,,,Male,Age 60 to 64,,,,,,,,,Connecticut,0.0,0.0,Within past 2 years (1 year but less than 2 years ago),No,6.0,"6 or more, but not all",No,No,No,No,No,No,No,Yes,Yes,Yes,Yes,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,Hispanic,,72.12,No,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
-,37.31,,,,,,,Male,Age 30 to 34,,,,,,,,,Ohio,0.0,0.0,Within past year (anytime less than 12 months ago),No,6.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,Hispanic,1.78,117.93,Yes,No,Yes,No,"Yes, received Tdap",No,No
-,24.41,,,,,,,Male,Age 65 to 69,,,,,,,,,Massachusetts,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,5.0,"6 or more, but not all",No,No,No,Yes,Yes,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.8,79.38,Yes,Yes,No,Yes,"Yes, received tetanus shot but not sure what type",No,Yes
-No,26.31,No,No,No,0.0,0.0,No,Male,55-59,White,No,Yes,Good,9.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,29.53,,,,,,,Male,Age 50 to 54,,,,,,,,,Oregon,0.0,0.0,Within past year (anytime less than 12 months ago),No,6.0,1 to 5,No,No,No,No,No,No,No,No,No,"No, pre-diabetes or borderline diabetes",No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,Hispanic,1.75,90.72,No,No,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
-,26.63,,,,,,,Female,Age 70 to 74,,,,,,,,,Minnesota,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.7,77.11,Yes,No,Yes,No,"Yes, received tetanus shot but not sure what type",No,No
-,22.81,,,,,,,Male,Age 65 to 69,,,,,,,,,Texas,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,9.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,Yes,No,No,No,Yes,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.73,68.04,Yes,No,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-,23.56,,,,,,,Female,Age 70 to 74,,,,,,,,,Indiana,6.0,14.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.68,66.22,Yes,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-,35.87,,,,,,,Male,Age 55 to 59,,,,,,,,,Montana,3.0,20.0,Within past year (anytime less than 12 months ago),No,5.0,1 to 5,No,No,No,No,No,No,Yes,No,No,Yes,Yes,No,Yes,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.78,113.4,Yes,No,Yes,No,"Yes, received Tdap",No,Yes
-,39.33,,,,,,,Male,Age 55 to 59,,,,,,,,,Kentucky,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,,"White only, Non-Hispanic",1.83,131.54,Yes,Yes,Yes,,"Yes, received Tdap",No,Yes
-,37.31,,,,,,,Female,Age 50 to 54,,,,,,,,,Minnesota,2.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,Yes,No,No,Yes,No,No,No,No,No,No,No,No,No,Never smoked,Not at all (right now),Yes,"White only, Non-Hispanic",1.78,117.93,Yes,Yes,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-No,45.49,No,No,No,2.0,7.0,No,Female,55-59,Black,Yes,No,Good,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-Yes,24.41,No,No,No,0.0,0.0,No,Male,80 or older,White,No,Yes,Very good,8.0,No,No,Yes,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,34.44,,,,,,,Female,,,,,,,,,,Massachusetts,2.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,Yes,Yes,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.78,108.86,Yes,No,Yes,Yes,"Yes, received tetanus shot, but not Tdap",No,No
-,21.11,,,,,,,Male,Age 40 to 44,,,,,,,,,Texas,0.0,5.0,5 or more years ago,Yes,6.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.85,72.57,Yes,No,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-,24.03,,,,,,,Female,Age 75 to 79,,,,,,,,,North Carolina,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,No,No,No,No,Yes,No,Yes,No,Yes,"No, pre-diabetes or borderline diabetes",No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.63,63.5,Yes,No,Yes,Yes,"Yes, received Tdap",No,No
-No,18.6,Yes,No,No,0.0,0.0,No,Female,65-69,White,No,Yes,Very good,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,27.44,,,,,,,Female,Age 55 to 59,,,,,,,,,Florida,1.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,Yes,No,No,No,Yes,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.68,77.11,Yes,No,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-,33.12,,,,,,,Male,Age 75 to 79,,,,,,,,,South Dakota,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.91,120.2,Yes,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
-,25.69,,,,,,,Female,Age 18 to 24,,,,,,,,,Oregon,5.0,1.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Not at all (right now),No,"White only, Non-Hispanic",1.6,65.77,Yes,Yes,No,No,"Yes, received Tdap",Yes,No
-No,29.84,No,No,No,0.0,0.0,No,Male,25-29,White,No,Yes,Good,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,39.32,Yes,No,No,23.0,23.0,Yes,Female,60-64,White,Yes,No,Poor,6.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,32.28,,,,,,,Female,Age 45 to 49,,,,,,,,,Texas,0.0,5.0,Within past year (anytime less than 12 months ago),No,5.0,None of them,No,No,No,Yes,No,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.68,90.72,Yes,No,No,No,"Yes, received tetanus shot, but not Tdap",No,No
-,27.44,,,,,,,Female,Age 80 or older,,,,,,,,,Texas,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,All,No,No,No,Yes,No,Yes,No,No,Yes,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.57,68.04,No,Yes,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
-No,30.13,No,No,No,0.0,0.0,No,Male,50-54,White,No,Yes,Very good,7.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,26.46,,,,,,,Male,Age 75 to 79,,,,,,,,,Tennessee,10.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,"6 or more, but not all",No,No,No,No,No,No,No,No,No,Yes,No,Yes,No,No,No,Yes,Former smoker,Not at all (right now),Yes,"White only, Non-Hispanic",1.73,78.93,No,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-,27.34,,,,,,,Female,Age 70 to 74,,,,,,,,,Oklahoma,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,No,No,No,No,No,No,No,No,Yes,Yes,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.52,63.5,No,No,Yes,Yes,"Yes, received Tdap",No,Yes
-No,22.96,Yes,No,No,0.0,0.0,No,Male,65-69,White,No,Yes,Very good,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,32.1,,,,,,,Male,Age 35 to 39,,,,,,,,,Maryland,0.0,0.0,Within past 5 years (2 years but less than 5 years ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.88,113.4,Yes,No,No,No,,No,Yes
-,23.63,,,,,,,Female,Age 55 to 59,,,,,,,,,Maryland,0.0,2.0,Within past year (anytime less than 12 months ago),Yes,7.0,"6 or more, but not all",Yes,Yes,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.65,64.41,No,No,Yes,Yes,"Yes, received Tdap",No,No
-,30.67,,,,,,,Female,Age 65 to 69,,,,,,,,,Pennsylvania,2.0,3.0,Within past year (anytime less than 12 months ago),Yes,7.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.68,86.18,Yes,No,Yes,Yes,"Yes, received Tdap",No,Yes
-,34.75,,,,,,,Female,Age 60 to 64,,,,,,,,,Pennsylvania,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,All,No,No,No,No,No,No,No,No,No,Yes,No,No,No,Yes,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.57,86.18,Yes,No,Yes,Yes,"Yes, received Tdap",No,Yes
-,20.12,,,,,,,Female,Age 80 or older,,,,,,,,,Vermont,2.0,0.0,Within past year (anytime less than 12 months ago),Yes,,1 to 5,No,,No,No,Yes,Yes,No,No,Yes,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,,"White only, Non-Hispanic",1.57,49.9,Yes,No,Yes,,"Yes, received tetanus shot but not sure what type",No,No
-,27.98,,,,,,,Male,Age 35 to 39,,,,,,,,,West Virginia,2.0,30.0,Within past year (anytime less than 12 months ago),Yes,3.0,1 to 5,No,No,No,No,No,No,Yes,No,No,No,No,No,Yes,No,No,No,Current smoker - now smokes every day,Not at all (right now),Yes,"White only, Non-Hispanic",1.73,83.46,Yes,Yes,No,No,"Yes, received tetanus shot but not sure what type",Yes,No
-No,26.57,No,No,No,2.0,5.0,No,Female,65-69,White,No,No,Good,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,33.96,,,,,,,Female,Age 50 to 54,,,,,,,,,Texas,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"Black only, Non-Hispanic",1.75,104.33,No,No,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
-,35.26,,,,,,,Male,Age 80 or older,,,,,,,,,South Dakota,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,"6 or more, but not all",No,No,No,,No,No,No,No,Yes,No,No,No,No,No,No,No,,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.83,117.93,No,,Yes,No,"Yes, received tetanus shot but not sure what type",No,
-,34.3,,,,,,,Male,Age 65 to 69,,,,,,,,,New Hampshire,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.85,117.93,Yes,Yes,Yes,No,"Yes, received tetanus shot but not sure what type",No,No
-No,25.82,No,No,No,0.0,30.0,No,Female,18-24,Black,No,No,Fair,9.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,34.33,No,No,No,0.0,5.0,No,Male,18-24,Hispanic,No,Yes,Good,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,17.36,,,,,,,Female,Age 65 to 69,,,,,,,,,Texas,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.6,44.45,No,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
-,31.42,,,,,,,Male,Age 40 to 44,,,,,,,,,Massachusetts,0.0,6.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,No,No,No,Yes,No,No,"No, pre-diabetes or borderline diabetes",No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.96,120.2,Yes,Yes,Yes,No,"Yes, received Tdap",No,No
-,,,,,,,,Female,Age 65 to 69,,,,,,,,,Washington,12.0,2.0,Within past year (anytime less than 12 months ago),No,7.0,None of them,No,No,No,No,No,No,No,No,No,Yes,No,No,No,,,,,,,"White only, Non-Hispanic",1.6,,,,,,,,
-No,33.23,Yes,No,No,0.0,0.0,No,Male,60-64,White,No,No,Good,9.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,28.25,,,,,,,Male,Age 40 to 44,,,,,,,,,Nebraska,2.0,5.0,Within past 2 years (1 year but less than 2 years ago),No,7.0,None of them,No,No,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.88,99.79,No,No,Yes,No,"Yes, received Tdap",No,No
-No,23.71,No,No,No,0.0,0.0,No,Male,70-74,White,No,Yes,Good,6.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,26.45,,,,,,,Male,Age 55 to 59,,,,,,,,,Massachusetts,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.83,88.45,Yes,Yes,Yes,Yes,"Yes, received Tdap",No,No
-No,27.2,No,No,No,10.0,0.0,No,Male,60-64,White,Yes,Yes,Very good,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,34.17,No,No,No,0.0,0.0,No,Male,50-54,White,Yes,Yes,Very good,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,35.51,,,,,,,Female,Age 45 to 49,,,,,,,,,Michigan,0.0,1.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,Yes,Yes,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.68,99.79,No,Yes,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-,22.81,,,,,,,Female,Age 35 to 39,,,,,,,,,Utah,0.0,20.0,Within past 5 years (2 years but less than 5 years ago),Yes,7.0,"6 or more, but not all",No,No,No,No,No,No,No,No,No,No,No,No,Yes,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.73,68.04,Yes,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-,26.39,,,,,,,Female,Age 55 to 59,,,,,,,,,Minnesota,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.6,67.59,Yes,No,No,No,"Yes, received Tdap",No,Yes
-,21.95,,,,,,,Female,Age 50 to 54,,,,,,,,,Minnesota,30.0,30.0,Within past year (anytime less than 12 months ago),Yes,6.0,1 to 5,No,No,No,Yes,No,Yes,Yes,No,Yes,No,No,No,Yes,Yes,No,No,Current smoker - now smokes some days,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.57,54.43,Yes,Yes,No,Yes,"Yes, received tetanus shot but not sure what type",No,No
-,31.85,,,,,,,Male,Age 75 to 79,,,,,,,,,South Dakota,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,No,No,No,No,No,Yes,Yes,No,No,No,Yes,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.78,100.7,Yes,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,Yes
-,34.15,,,,,,,Male,Age 65 to 69,,,,,,,,,West Virginia,30.0,0.0,Within past year (anytime less than 12 months ago),No,8.0,1 to 5,No,Yes,Yes,No,No,No,No,No,Yes,Yes,Yes,No,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.78,107.95,No,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
-No,31.57,Yes,No,No,0.0,3.0,No,Male,35-39,White,No,Yes,Very good,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,30.04,Yes,No,No,0.0,3.0,No,Male,35-39,White,No,Yes,Good,7.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,23.01,No,Yes,No,2.0,0.0,Yes,Male,75-79,White,No,Yes,Fair,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,27.89,Yes,No,No,0.0,0.0,Yes,Male,65-69,Black,No,Yes,Good,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,21.26,No,No,No,27.0,0.0,No,Female,80 or older,White,"No, borderline diabetes",Yes,Good,8.0,Yes,No,Yes,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,23.09,Yes,Yes,No,0.0,0.0,No,Male,35-39,White,No,Yes,Excellent,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,19.37,,,,,,,Female,Age 40 to 44,,,,,,,,,Virginia,0.0,4.0,Within past 2 years (1 year but less than 2 years ago),Yes,8.0,"6 or more, but not all",No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,Hispanic,1.68,54.43,Yes,No,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-,31.28,,,,,,,Female,Age 40 to 44,,,,,,,,,Minnesota,0.0,4.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.78,98.88,Yes,Yes,Yes,No,"Yes, received Tdap",No,No
-,25.84,,,,,,,Male,Age 80 or older,,,,,,,,,Connecticut,2.0,10.0,Within past year (anytime less than 12 months ago),No,12.0,1 to 5,No,No,No,No,No,No,Yes,No,Yes,No,Yes,No,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.75,79.38,Yes,No,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
-,25.75,,,,,,,Female,Age 60 to 64,,,,,,,,,Louisiana,0.0,10.0,Within past year (anytime less than 12 months ago),No,8.0,1 to 5,No,Yes,No,Yes,No,No,Yes,No,Yes,No,No,No,No,Yes,No,No,Current smoker - now smokes every day,Not at all (right now),Yes,"Black only, Non-Hispanic",1.63,68.04,Yes,Yes,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
-,,,,,,,,Male,Age 50 to 54,,,,,,,,,New York,0.0,0.0,Within past year (anytime less than 12 months ago),No,8.0,1 to 5,No,No,No,No,No,No,No,No,Yes,No,No,No,No,Yes,Yes,No,Never smoked,Not at all (right now),Yes,Hispanic,,,Yes,Yes,Yes,No,,No,Yes
-,32.49,,,,,,,Male,Age 50 to 54,,,,,,,,,California,0.0,0.0,Within past 2 years (1 year but less than 2 years ago),No,8.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,,Hispanic,1.75,99.79,,,,,,,
-,23.3,,,,,,,Male,Age 65 to 69,,,,,,,,,Massachusetts,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Current smoker - now smokes some days,Never used e-cigarettes in my entire life,Yes,"Black only, Non-Hispanic",1.65,63.5,Yes,Yes,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,Tested positive using home test without a health professional
-,32.1,,,,,,,Female,Age 55 to 59,,,,,,,,,New Hampshire,0.0,30.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.63,84.82,No,No,Yes,,"Yes, received Tdap",No,Yes
-No,37.3,No,No,No,0.0,14.0,No,Male,60-64,White,No,Yes,Good,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,22.05,,,,,,,Female,Age 30 to 34,,,,,,,,,District of Columbia,4.0,10.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,No,No,No,Yes,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.73,65.77,No,Yes,No,No,"Yes, received Tdap",No,Yes
-,,,,,,,,Female,Age 80 or older,,,,,,,,,Wisconsin,0.0,0.0,Within past year (anytime less than 12 months ago),No,8.0,,,No,No,No,No,No,No,No,Yes,Yes,No,No,No,Yes,No,Yes,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.45,,No,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
-No,35.26,Yes,No,No,0.0,7.0,No,Male,65-69,White,No,Yes,Very good,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,29.29,,,,,,,Male,Age 45 to 49,,,,,,,,,Alaska,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,Hispanic,1.8,95.25,Yes,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
-,,,,,,,,Female,Age 35 to 39,,,,,,,,,Virginia,7.0,16.0,Within past year (anytime less than 12 months ago),No,6.0,None of them,No,No,No,Yes,No,No,Yes,No,No,No,No,No,No,Yes,Yes,No,Former smoker,Not at all (right now),No,"Multiracial, Non-Hispanic",1.73,,Yes,No,No,No,"Yes, received Tdap",No,Yes
-No,32.78,Yes,No,No,0.0,0.0,No,Male,45-49,White,No,Yes,Excellent,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,28.37,,,,,,,Male,Age 70 to 74,,,,,,,,,Washington,14.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,"6 or more, but not all",No,No,No,No,No,No,No,Yes,Yes,No,No,No,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"Multiracial, Non-Hispanic",1.88,100.24,Yes,Yes,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,Yes
-,37.12,,,,,,,Female,Age 18 to 24,,,,,,,,,New York,0.0,3.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,Yes,No,No,Yes,No,No,No,No,Yes,No,No,No,No,Never smoked,Not at all (right now),No,"White only, Non-Hispanic",1.68,104.33,No,Yes,Yes,No,"Yes, received tetanus shot but not sure what type",No,No
-,41.15,,,,,,,Female,Age 25 to 29,,,,,,,,,Massachusetts,5.0,5.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,,1.57,102.06,Yes,,,,,,
-,24.13,,,,,,,Female,Age 80 or older,,,,,,,,,New Jersey,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,,No,No,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.65,65.77,Yes,No,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,Yes
-,27.44,,,,,,,Female,Age 30 to 34,,,,,,,,,Texas,2.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.68,77.11,Yes,Yes,No,No,"Yes, received tetanus shot, but not Tdap",No,Yes
-,39.16,,,,,,,Male,Age 55 to 59,,,,,,,,,Maine,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,Yes,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.7,113.4,No,No,Yes,No,,No,No
-,27.12,,,,,,,Male,Age 40 to 44,,,,,,,,,Montana,0.0,15.0,Within past 2 years (1 year but less than 2 years ago),Yes,4.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.83,90.72,Yes,No,No,No,"Yes, received Tdap",No,Yes
-,32.44,,,,,,,Female,Age 25 to 29,,,,,,,,,Ohio,30.0,30.0,Within past year (anytime less than 12 months ago),No,8.0,1 to 5,No,No,No,No,No,Yes,Yes,No,,No,No,Yes,Yes,No,No,Yes,Current smoker - now smokes every day,Use them every day,No,"White only, Non-Hispanic",1.63,85.73,No,Yes,Yes,No,"Yes, received tetanus shot but not sure what type",Yes,No
-No,24.09,Yes,No,No,0.0,0.0,No,Female,55-59,White,No,No,Good,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,31.12,,,,,,,Female,Age 65 to 69,,,,,,,,,South Dakota,14.0,30.0,Within past year (anytime less than 12 months ago),No,12.0,All,Yes,Yes,Yes,No,No,No,Yes,No,Yes,No,No,No,Yes,Yes,No,No,Current smoker - now smokes some days,Never used e-cigarettes in my entire life,Yes,"Other race only, Non-Hispanic",1.65,84.82,No,Yes,Yes,No,"Yes, received Tdap",No,Yes
-No,20.97,No,No,No,0.0,0.0,No,Female,80 or older,White,No,Yes,Very good,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,32.22,,,,,,,Female,Age 70 to 74,,,,,,,,,New York,30.0,2.0,Within past year (anytime less than 12 months ago),No,8.0,All,Yes,Yes,No,Yes,Yes,Yes,No,No,No,No,No,No,No,No,No,No,Current smoker - now smokes every day,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.52,74.84,Yes,Yes,Yes,Yes,,No,No
-,30.68,,,,,,,Male,Age 50 to 54,,,,,,,,,Indiana,15.0,0.0,Within past year (anytime less than 12 months ago),No,8.0,None of them,No,No,No,No,No,No,No,No,Yes,Yes,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.8,99.79,No,No,No,No,"Yes, received tetanus shot but not sure what type",No,Yes
-,21.8,,,,,,,Female,Age 70 to 74,,,,,,,,,West Virginia,,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,All,Yes,No,No,No,No,No,No,Yes,Yes,Yes,Yes,Yes,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.63,57.61,No,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-No,18.69,No,No,No,0.0,0.0,No,Female,75-79,Other,No,Yes,Good,8.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,20.98,,,,,,,Male,Age 75 to 79,,,,,,,,,Tennessee,30.0,0.0,Within past year (anytime less than 12 months ago),No,8.0,All,Yes,No,No,No,Yes,Yes,No,No,Yes,No,No,No,No,Yes,Yes,Yes,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.68,58.97,No,No,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
-,32.55,,,,,,,Male,Age 60 to 64,,,,,,,,,South Carolina,0.0,0.0,,Yes,6.0,1 to 5,No,No,No,No,No,No,No,No,Yes,No,Yes,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,,"White only, Non-Hispanic",1.83,108.86,No,No,Yes,No,"Yes, received tetanus shot but not sure what type",No,No
-,22.46,,,,,,,Female,Age 75 to 79,,,,,,,,,Ohio,1.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,No,No,No,No,No,No,No,No,Yes,No,No,No,No,Yes,No,No,Current smoker - now smokes some days,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.52,52.16,Yes,No,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
-,21.58,,,,,,,Female,Age 80 or older,,,,,,,,,Texas,0.0,2.0,Within past year (anytime less than 12 months ago),No,8.0,1 to 5,No,No,No,No,Yes,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.57,53.52,Yes,No,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,Yes
-,24.13,,,,,,,Female,Age 18 to 24,,,,,,,,,North Carolina,0.0,30.0,Within past year (anytime less than 12 months ago),No,5.0,None of them,No,No,No,No,No,No,Yes,No,No,No,No,No,Yes,No,No,No,Never smoked,Use them every day,No,Hispanic,1.65,65.77,Yes,Yes,Yes,No,"Yes, received tetanus shot, but not Tdap",No,Yes
-No,20.6,No,No,No,0.0,0.0,No,Female,65-69,White,No,Yes,Excellent,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,22.15,No,No,No,0.0,0.0,No,Female,70-74,White,No,Yes,Excellent,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,24.37,,,,,,,Male,Age 25 to 29,,,,,,,,,North Carolina,7.0,0.0,5 or more years ago,Yes,6.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Not at all (right now),No,"White only, Non-Hispanic",1.75,74.84,Yes,No,No,Yes,"Yes, received Tdap",No,Yes
-No,25.09,No,No,No,0.0,0.0,No,Male,70-74,White,No,No,Excellent,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,31.09,No,No,No,2.0,0.0,No,Female,70-74,White,No,Yes,Very good,7.0,No,No,Yes,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,35.15,Yes,No,No,30.0,30.0,Yes,Female,60-64,White,No,Yes,Poor,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,24.87,,,,,,,Female,Age 65 to 69,,,,,,,,,Texas,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,5.0,None of them,Yes,No,No,No,Yes,No,No,No,Yes,No,No,No,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.57,61.69,Yes,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-,33.66,,,,,,,Female,Age 40 to 44,,,,,,,,,Texas,1.0,2.0,Within past year (anytime less than 12 months ago),No,8.0,None of them,No,No,No,Yes,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Not at all (right now),No,"White only, Non-Hispanic",1.6,86.18,Yes,,Yes,No,"Yes, received Tdap",No,Yes
-No,24.96,No,No,No,0.0,0.0,No,Female,45-49,Black,No,Yes,Very good,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,38.41,,,,,,,Female,Age 65 to 69,,,,,,,,,Georgia,0.0,,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,Yes,No,Yes,No,Yes,,Yes,Yes,No,Yes,,Not at all (right now),Yes,"Black only, Non-Hispanic",1.57,95.25,No,Yes,No,No,"Yes, received Tdap",No,No
-,30.79,,,,,,,Female,Age 45 to 49,,,,,,,,,Virginia,2.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,Yes,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.65,83.91,Yes,Yes,No,No,,No,Tested positive using home test without a health professional
-No,29.29,No,No,No,0.0,0.0,No,Female,75-79,Other,Yes,Yes,Good,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,20.98,,,,,,,Female,Age 80 or older,,,,,,,,,Rhode Island,10.0,15.0,Within past year (anytime less than 12 months ago),Yes,6.0,1 to 5,No,No,No,Yes,No,No,Yes,No,Yes,No,Yes,Yes,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.73,62.6,Yes,No,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
-,23.41,,,,,,,Female,Age 18 to 24,,,,,,,,,Tennessee,3.0,2.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.57,58.06,No,No,No,No,"Yes, received Tdap",No,Yes
-No,24.03,No,No,No,0.0,0.0,No,Female,70-74,Asian,Yes,Yes,Good,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,23.17,,,,,,,Female,Age 18 to 24,,,,,,,,,Hawaii,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Not at all (right now),Yes,"Other race only, Non-Hispanic",1.63,61.23,No,No,Yes,No,"Yes, received Tdap",No,Yes
-,40.39,,,,,,,Female,Age 45 to 49,,,,,,,,,Tennessee,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,"6 or more, but not all",No,No,No,No,No,No,No,No,No,"Yes, but only during pregnancy (female)",No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.6,103.42,Yes,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
-,24.69,,,,,,,Female,Age 45 to 49,,,,,,,,,Texas,2.0,15.0,Within past year (anytime less than 12 months ago),Yes,6.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.57,61.23,Yes,Yes,Yes,No,"Yes, received Tdap",Yes,Yes
-No,29.7,Yes,No,No,0.0,0.0,No,Female,55-59,White,No,Yes,Very good,4.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,33.0,,,,,,,Male,Age 35 to 39,,,,,,,,,Texas,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,Yes,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.78,104.33,Yes,Yes,No,No,"Yes, received Tdap",No,No
-,26.61,,,,,,,Female,Age 60 to 64,,,,,,,,,Indiana,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Current smoker - now smokes some days,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.73,79.38,No,No,No,No,"Yes, received Tdap",No,No
-,25.61,,,,,,,Female,Age 80 or older,,,,,,,,,Maryland,,0.0,Within past year (anytime less than 12 months ago),Yes,3.0,1 to 5,Yes,Yes,No,No,No,No,No,Yes,Yes,No,,,,,,,,,,"Black only, Non-Hispanic",1.57,63.5,,,,,,,
-No,23.34,Yes,No,No,0.0,0.0,No,Female,75-79,White,No,Yes,Excellent,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-Yes,30.34,Yes,No,No,0.0,0.0,No,Male,70-74,White,Yes,No,Good,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,28.06,No,No,No,0.0,0.0,No,Male,80 or older,White,No,Yes,Good,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,,,,,,,,Female,Age 35 to 39,,,,,,,,,Ohio,3.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,1 to 5,No,No,No,No,No,No,No,No,No,No,,,,,,,,,,"White only, Non-Hispanic",,,,,,,,,
-No,23.24,No,No,No,0.0,0.0,No,Female,55-59,Hispanic,No,Yes,Good,9.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,26.58,Yes,No,No,3.0,0.0,No,Male,55-59,Other,No,Yes,Good,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,29.13,No,No,No,0.0,0.0,No,Male,25-29,Hispanic,No,Yes,Excellent,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,33.52,,,,,,,Male,Age 75 to 79,,,,,,,,,Ohio,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,5.0,None of them,No,No,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,Never smoked,Not at all (right now),No,"White only, Non-Hispanic",1.7,97.07,No,No,No,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
-No,31.57,Yes,No,No,0.0,0.0,No,Male,35-39,Hispanic,No,No,Good,3.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,26.39,,,,,,,Male,Age 40 to 44,,,,,,,,,Colorado,0.0,0.0,Within past 5 years (2 years but less than 5 years ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"Other race only, Non-Hispanic",1.85,90.72,Yes,Yes,No,No,"Yes, received tetanus shot but not sure what type",No,No
-,28.07,,,,,,,Male,Age 65 to 69,,,,,,,,,New Hampshire,0.0,0.0,Within past 2 years (1 year but less than 2 years ago),Yes,8.0,1 to 5,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.83,93.89,No,No,No,,"Yes, received tetanus shot but not sure what type",No,No
-,27.89,,,,,,,Male,Age 18 to 24,,,,,,,,,Hawaii,1.0,10.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Not at all (right now),No,"Multiracial, Non-Hispanic",1.8,90.72,Yes,,No,Yes,"Yes, received tetanus shot but not sure what type",Yes,No
-,31.32,,,,,,,Male,Age 80 or older,,,,,,,,,Kansas,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,All,No,No,No,Yes,No,Yes,Yes,No,Yes,No,Yes,No,No,Yes,No,No,Never smoked,Not at all (right now),Yes,"White only, Non-Hispanic",1.7,90.72,No,No,Yes,Yes,,No,Yes
-No,27.44,No,No,No,30.0,0.0,No,Female,45-49,White,No,No,Very good,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,25.59,,,,,,,Male,Age 75 to 79,,,,,,,,,Maryland,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,Yes,Yes,No,No,Yes,No,No,No,Yes,No,Yes,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.85,88.0,Yes,No,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
-No,31.16,No,No,No,0.0,0.0,No,Female,65-69,Black,No,Yes,Good,5.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,,,,,,,,Male,Age 40 to 44,,,,,,,,,Florida,0.0,14.0,Within past 2 years (1 year but less than 2 years ago),No,9.0,"6 or more, but not all",No,No,No,No,No,Yes,Yes,No,Yes,No,,,,,,,,,,"Black only, Non-Hispanic",,,,,,,,,
-,49.78,,,,,,,Female,Age 65 to 69,,,,,,,,,Nebraska,0.0,0.0,Within past year (anytime less than 12 months ago),No,8.0,1 to 5,No,No,No,Yes,No,No,No,No,No,No,No,No,No,Yes,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.63,131.54,Yes,No,Yes,Yes,"Yes, received Tdap",No,No
-,39.58,,,,,,,Male,Age 65 to 69,,,,,,,,,Maine,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,,"White only, Non-Hispanic",1.85,136.08,Yes,No,Yes,Yes,,No,No
-No,25.1,No,No,No,0.0,0.0,No,Male,65-69,White,No,Yes,Very good,6.0,No,No,Yes,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,33.23,,,,,,,Male,Age 50 to 54,,,,,,,,,South Dakota,3.0,0.0,5 or more years ago,Yes,6.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,,Yes,"White only, Non-Hispanic",1.75,102.06,Yes,No,No,No,"Yes, received tetanus shot, but not Tdap",No,No
-,24.39,,,,,,,Male,Age 55 to 59,,,,,,,,,Massachusetts,2.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Not at all (right now),No,"White only, Non-Hispanic",1.88,86.18,Yes,No,No,Yes,,No,No
-,28.71,,,,,,,Male,Age 55 to 59,,,,,,,,,Texas,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,Hispanic,1.69,82.0,Yes,Yes,No,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
-,24.68,,,,,,,Male,Age 18 to 24,,,,,,,,,California,5.0,0.0,Within past year (anytime less than 12 months ago),No,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,Yes,No,No,Yes,Never smoked,Never used e-cigarettes in my entire life,No,Hispanic,1.78,78.02,No,No,No,,,No,No
-No,27.41,Yes,No,No,0.0,2.0,No,Female,65-69,White,No,Yes,Very good,7.0,No,No,Yes,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,27.34,No,No,No,0.0,0.0,No,Female,55-59,White,No,Yes,Excellent,7.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,25.53,,,,,,,Female,Age 80 or older,,,,,,,,,Iowa,0.0,0.0,Within past year (anytime less than 12 months ago),No,7.0,None of them,No,No,No,No,No,No,No,No,Yes,No,Yes,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.7,73.94,No,No,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
-,19.77,,,,,,,Female,Age 60 to 64,,,,,,,,,Minnesota,0.0,0.0,Within past 5 years (2 years but less than 5 years ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.73,58.97,No,No,No,No,"Yes, received tetanus shot, but not Tdap",No,No
-,31.25,,,,,,,Female,Age 65 to 69,,,,,,,,,Georgia,1.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.52,72.57,No,No,Yes,Yes,"Yes, received Tdap",No,No
-No,33.3,Yes,No,No,30.0,5.0,Yes,Female,70-74,American Indian/Alaskan Native,No,Yes,Fair,5.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,,,,,,,,Female,Age 55 to 59,,,,,,,,,Utah,30.0,15.0,Within past year (anytime less than 12 months ago),No,4.0,All,No,Yes,No,No,No,No,Yes,Yes,Yes,Yes,,,,,,,,,,"White only, Non-Hispanic",,,,,,,,,
-,35.43,,,,,,,Female,Age 35 to 39,,,,,,,,,District of Columbia,30.0,0.0,Within past year (anytime less than 12 months ago),Yes,5.0,None of them,No,No,No,Yes,No,No,Yes,No,Yes,No,No,No,No,No,No,No,Current smoker - now smokes every day,Never used e-cigarettes in my entire life,No,"Black only, Non-Hispanic",1.6,90.72,No,Yes,Yes,Yes,"Yes, received Tdap",No,Yes
-,34.95,,,,,,,Female,Age 60 to 64,,,,,,,,,Louisiana,0.0,0.0,5 or more years ago,No,6.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.65,95.25,Yes,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-No,28.34,No,No,No,0.0,0.0,No,Female,50-54,White,No,Yes,Good,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,19.2,,,,,,,Female,Age 75 to 79,,,,,,,,,Florida,10.0,10.0,Within past year (anytime less than 12 months ago),Yes,12.0,"6 or more, but not all",No,No,No,No,No,Yes,No,No,Yes,No,No,No,No,No,No,Yes,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.57,47.63,No,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
+HeartDisease,BMI,Smoking,AlcoholDrinking,Stroke,PhysicalHealth,MentalHealth,DiffWalking,Sex,AgeCategory,Race,Diabetic,PhysicalActivity,SleepTime,Asthma,KidneyDisease,SkinCancer,State,PhysicalHealthDays,MentalHealthDays,LastCheckupTime,PhysicalActivities,SleepHours,RemovedTeeth,HadHeartAttack,HadAngina,HadStroke,HadAsthma,HadSkinCancer,HadCOPD,HadDepressiveDisorder,HadKidneyDisease,HadArthritis,HadDiabetes,DeafOrHardOfHearing,BlindOrVisionDifficulty,DifficultyConcentrating,DifficultyWalking,DifficultyDressingBathing,DifficultyErrands,SmokerStatus,ECigaretteUsage,ChestScan,RaceEthnicityCategory,HeightInMeters,WeightInKilograms,AlcoholDrinkers,HIVTesting,FluVaxLast12,PneumoVaxEver,TetanusLast10Tdap,HighRiskLastYear,CovidPos
+,24.13,,,,,,,Female,Age 18 to 24,,,,,,,,Iowa,4.0,2.0,Within past year (anytime less than 12 months ago),Yes,9.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.65,65.77,No,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
+,28.7,,,,,,,Male,Age 40 to 44,,,,,,,,Colorado,0.0,0.0,5 or more years ago,Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.78,90.72,No,Yes,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
+No,23.62,No,No,No,0.0,0.0,No,Female,30-34,White,Yes (during pregnancy),Yes,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,33.72,,,,,,,Male,Age 60 to 64,,,,,,,,Nevada,7.0,7.0,Within past 5 years (2 years but less than 5 years ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Not at all (right now),No,"White only, Non-Hispanic",1.78,106.59,Yes,No,No,No,"No, did not receive any tetanus shot in the past 10 years",,
+,29.18,,,,,,,Female,Age 40 to 44,,,,,,,,Washington,0.0,2.0,Within past 5 years (2 years but less than 5 years ago),Yes,8.0,None of them,No,No,No,No,No,No,Yes,No,No,No,No,Yes,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.63,77.11,No,Yes,No,Yes,"Yes, received tetanus shot, but not Tdap",No,No
+No,24.21,Yes,No,No,0.0,0.0,No,Female,70-74,White,No,Yes,7.0,No,No,Yes,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,30.9,,,,,,,Male,Age 40 to 44,,,,,,,,New Jersey,0.0,0.0,,No,6.0,1 to 5,No,No,No,No,No,No,No,Yes,No,Yes,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,Hispanic,1.63,81.65,No,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+,51.65,,,,,,,Male,Age 30 to 34,,,,,,,,South Carolina,0.0,6.0,Within past year (anytime less than 12 months ago),No,6.0,None of them,No,No,No,Yes,No,No,No,No,No,No,No,No,Yes,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.68,145.15,No,No,Yes,No,"Yes, received Tdap",No,No
+,27.2,,,,,,,Female,Age 30 to 34,,,,,,,,Illinois,5.0,10.0,Within past 5 years (2 years but less than 5 years ago),Yes,6.0,"6 or more, but not all",No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.8,88.45,Yes,Yes,No,No,"Yes, received Tdap",No,Yes
+No,27.46,No,No,Yes,7.0,3.0,No,Female,30-34,White,No,Yes,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,26.57,,,,,,,Female,Age 45 to 49,,,,,,,,Washington,0.0,6.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.6,68.04,Yes,Yes,Yes,No,"Yes, received Tdap",No,Tested positive using home test without a health professional
+,27.48,,,,,,,Male,Age 55 to 59,,,,,,,,Kansas,0.0,5.0,5 or more years ago,Yes,7.0,1 to 5,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.88,97.07,No,Yes,No,No,"Yes, received Tdap",No,No
+,28.97,,,,,,,Female,Age 70 to 74,,,,,,,,New Hampshire,1.0,1.0,Within past year (anytime less than 12 months ago),No,3.0,,No,No,No,No,No,No,No,Yes,No,Yes,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.7,83.91,No,Yes,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
+,30.67,,,,,,,Male,Age 60 to 64,,,,,,,,New Jersey,0.0,0.0,Within past 2 years (1 year but less than 2 years ago),Yes,8.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Not at all (right now),Yes,"White only, Non-Hispanic",1.68,86.18,No,Yes,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+,28.73,,,,,,,Male,Age 60 to 64,,,,,,,,West Virginia,15.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,All,No,No,No,No,No,No,No,No,Yes,Yes,No,No,No,No,No,No,Current smoker - now smokes every day,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.68,80.74,Yes,No,No,No,"Yes, received tetanus shot but not sure what type",No,Tested positive using home test without a health professional
+,27.4,,,,,,,Female,Age 40 to 44,,,,,,,,Massachusetts,0.0,0.0,Within past year (anytime less than 12 months ago),No,6.0,1 to 5,No,No,No,Yes,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,Hispanic,1.55,65.77,No,No,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+,23.65,,,,,,,Female,Age 60 to 64,,,,,,,,Rhode Island,2.0,0.0,Within past year (anytime less than 12 months ago),No,7.0,1 to 5,No,No,Yes,Yes,No,No,No,No,No,No,No,No,Yes,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.7,68.49,Yes,No,No,No,"Yes, received tetanus shot but not sure what type",No,No
+,42.57,,,,,,,Female,Age 45 to 49,,,,,,,,Delaware,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,5.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.73,127.01,No,Yes,Yes,No,"Yes, received Tdap",No,Yes
+No,32.49,Yes,No,No,30.0,15.0,Yes,Female,50-54,White,No,Yes,3.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,24.37,,,,,,,Male,Age 55 to 59,,,,,,,,Minnesota,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.91,88.45,Yes,Yes,Yes,No,"Yes, received Tdap",No,No
+,33.0,,,,,,,Male,Age 35 to 39,,,,,,,,Oregon,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,1 to 5,No,No,No,Yes,No,No,No,No,No,No,No,No,Yes,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.78,104.33,No,Yes,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+,,,,,,,,Female,Age 35 to 39,,,,,,,,Texas,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,No,No,,,,,,,,,,Hispanic,,,,,,,,,
+No,23.62,No,Yes,No,0.0,19.0,No,Female,18-24,Hispanic,No,Yes,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,26.63,,,,,,,Female,Age 55 to 59,,,,,,,,Nebraska,15.0,5.0,Within past year (anytime less than 12 months ago),No,7.0,None of them,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.65,72.57,Yes,No,No,No,"Yes, received tetanus shot but not sure what type",No,No
+No,25.61,No,No,No,0.0,0.0,No,Female,30-34,Hispanic,No,Yes,8.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,28.97,No,No,No,0.0,0.0,No,Female,55-59,White,No,Yes,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,23.13,,,,,,,Male,Age 35 to 39,,,,,,,,Virginia,4.0,10.0,5 or more years ago,Yes,5.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.93,86.18,Yes,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+,33.76,,,,,,,Female,Age 50 to 54,,,,,,,,California,0.0,10.0,Within past 5 years (2 years but less than 5 years ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,Yes,Yes,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,Hispanic,1.45,70.76,Yes,No,No,No,"Yes, received tetanus shot, but not Tdap",No,Tested positive using home test without a health professional
+No,23.91,Yes,No,No,0.0,15.0,No,Female,30-34,White,No,Yes,5.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,25.1,,,,,,,Male,Age 80 or older,,,,,,,,Texas,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,9.0,1 to 5,No,No,No,No,Yes,No,No,Yes,Yes,No,Yes,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.8,81.65,Yes,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
+No,34.72,Yes,No,No,7.0,7.0,Yes,Female,45-49,White,No,Yes,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,32.28,,,,,,,Female,Age 55 to 59,,,,,,,,Rhode Island,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,No,No,No,No,No,No,No,No,Yes,Yes,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.68,90.72,No,Yes,Yes,Yes,"Yes, received Tdap",No,Yes
+,24.28,,,,,,,Male,Age 25 to 29,,,,,,,,Vermont,0.0,0.0,Within past 5 years (2 years but less than 5 years ago),Yes,8.0,None of them,No,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,No,Former smoker,Not at all (right now),No,"White only, Non-Hispanic",1.83,81.19,Yes,Yes,No,No,"No, did not receive any tetanus shot in the past 10 years",Yes,No
+,26.96,,,,,,,Female,Age 75 to 79,,,,,,,,New York,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,1 to 5,Yes,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.65,73.48,Yes,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
+,27.44,,,,,,,Female,Age 40 to 44,,,,,,,,Texas,0.0,1.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"Black only, Non-Hispanic",1.57,68.04,No,,,,,,
+,25.5,,,,,,,Female,Age 40 to 44,,,,,,,,Nebraska,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.68,71.67,Yes,No,Yes,No,"Yes, received Tdap",No,Yes
+,19.37,,,,,,,Male,Age 75 to 79,,,,,,,,Georgia,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,9.0,None of them,Yes,No,No,No,Yes,No,No,No,No,No,No,Yes,No,No,No,No,Former smoker,Not at all (right now),Yes,"White only, Non-Hispanic",1.68,54.43,Yes,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
+,24.41,,,,,,,Male,Age 45 to 49,,,,,,,,Connecticut,3.0,4.0,5 or more years ago,Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Not at all (right now),Yes,"White only, Non-Hispanic",1.85,83.91,Yes,No,No,,"No, did not receive any tetanus shot in the past 10 years",No,Tested positive using home test without a health professional
+,21.29,,,,,,,Male,Age 35 to 39,,,,,,,,Ohio,1.0,0.0,5 or more years ago,Yes,6.0,None of them,No,No,No,Yes,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.73,63.5,No,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+,20.8,,,,,,,Female,Age 35 to 39,,,,,,,,New York,0.0,5.0,Within past year (anytime less than 12 months ago),No,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"Black only, Non-Hispanic",1.65,56.7,No,Yes,No,No,"Yes, received tetanus shot, but not Tdap",No,Yes
+,25.83,,,,,,,Female,Age 40 to 44,,,,,,,,West Virginia,0.0,0.0,Within past 5 years (2 years but less than 5 years ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.78,81.65,No,No,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+,33.91,,,,,,,Female,Age 70 to 74,,,,,,,,Maine,1.0,4.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,No,No,No,No,No,No,No,No,Yes,No,No,No,Yes,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.83,113.4,No,No,Yes,Yes,"Yes, received Tdap",No,No
+,32.55,,,,,,,Male,Age 50 to 54,,,,,,,,Oklahoma,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,,No,No,No,No,No,No,No,No,Yes,No,No,No,Yes,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"Other race only, Non-Hispanic",1.83,108.86,,No,Yes,No,"Yes, received Tdap",No,No
+Yes,23.63,Yes,No,No,0.0,0.0,No,Male,60-64,American Indian/Alaskan Native,No,Yes,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,,,,,,,,Female,Age 45 to 49,,,,,,,,Louisiana,0.0,0.0,Within past 2 years (1 year but less than 2 years ago),No,5.0,None of them,No,No,No,Yes,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.5,,Yes,,No,,"No, did not receive any tetanus shot in the past 10 years",No,Tested positive using home test without a health professional
+No,27.79,Yes,No,No,0.0,0.0,Yes,Female,55-59,White,No,Yes,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,26.39,No,No,No,0.0,0.0,No,Male,30-34,White,No,Yes,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,,,,,,,,Male,Age 60 to 64,,,,,,,,Connecticut,0.0,0.0,Within past 2 years (1 year but less than 2 years ago),No,6.0,"6 or more, but not all",No,No,No,No,No,No,No,Yes,Yes,Yes,Yes,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,Hispanic,,72.12,No,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
+,37.31,,,,,,,Male,Age 30 to 34,,,,,,,,Ohio,0.0,0.0,Within past year (anytime less than 12 months ago),No,6.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,Hispanic,1.78,117.93,Yes,No,Yes,No,"Yes, received Tdap",No,No
+,24.41,,,,,,,Male,Age 65 to 69,,,,,,,,Massachusetts,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,5.0,"6 or more, but not all",No,No,No,Yes,Yes,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.8,79.38,Yes,Yes,No,Yes,"Yes, received tetanus shot but not sure what type",No,Yes
+No,26.31,No,No,No,0.0,0.0,No,Male,55-59,White,No,Yes,9.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,29.53,,,,,,,Male,Age 50 to 54,,,,,,,,Oregon,0.0,0.0,Within past year (anytime less than 12 months ago),No,6.0,1 to 5,No,No,No,No,No,No,No,No,No,"No, pre-diabetes or borderline diabetes",No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,Hispanic,1.75,90.72,No,No,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
+,26.63,,,,,,,Female,Age 70 to 74,,,,,,,,Minnesota,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.7,77.11,Yes,No,Yes,No,"Yes, received tetanus shot but not sure what type",No,No
+,22.81,,,,,,,Male,Age 65 to 69,,,,,,,,Texas,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,9.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,Yes,No,No,No,Yes,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.73,68.04,Yes,No,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+,23.56,,,,,,,Female,Age 70 to 74,,,,,,,,Indiana,6.0,14.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.68,66.22,Yes,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+,35.87,,,,,,,Male,Age 55 to 59,,,,,,,,Montana,3.0,20.0,Within past year (anytime less than 12 months ago),No,5.0,1 to 5,No,No,No,No,No,No,Yes,No,No,Yes,Yes,No,Yes,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.78,113.4,Yes,No,Yes,No,"Yes, received Tdap",No,Yes
+,39.33,,,,,,,Male,Age 55 to 59,,,,,,,,Kentucky,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,,"White only, Non-Hispanic",1.83,131.54,Yes,Yes,Yes,,"Yes, received Tdap",No,Yes
+,37.31,,,,,,,Female,Age 50 to 54,,,,,,,,Minnesota,2.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,Yes,No,No,Yes,No,No,No,No,No,No,No,No,No,Never smoked,Not at all (right now),Yes,"White only, Non-Hispanic",1.78,117.93,Yes,Yes,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+No,45.49,No,No,No,2.0,7.0,No,Female,55-59,Black,Yes,No,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+Yes,24.41,No,No,No,0.0,0.0,No,Male,80 or older,White,No,Yes,8.0,No,No,Yes,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,34.44,,,,,,,Female,,,,,,,,,Massachusetts,2.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,Yes,Yes,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.78,108.86,Yes,No,Yes,Yes,"Yes, received tetanus shot, but not Tdap",No,No
+,21.11,,,,,,,Male,Age 40 to 44,,,,,,,,Texas,0.0,5.0,5 or more years ago,Yes,6.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.85,72.57,Yes,No,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+,24.03,,,,,,,Female,Age 75 to 79,,,,,,,,North Carolina,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,No,No,No,No,Yes,No,Yes,No,Yes,"No, pre-diabetes or borderline diabetes",No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.63,63.5,Yes,No,Yes,Yes,"Yes, received Tdap",No,No
+No,18.6,Yes,No,No,0.0,0.0,No,Female,65-69,White,No,Yes,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,27.44,,,,,,,Female,Age 55 to 59,,,,,,,,Florida,1.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,Yes,No,No,No,Yes,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.68,77.11,Yes,No,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+,33.12,,,,,,,Male,Age 75 to 79,,,,,,,,South Dakota,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.91,120.2,Yes,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
+,25.69,,,,,,,Female,Age 18 to 24,,,,,,,,Oregon,5.0,1.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Not at all (right now),No,"White only, Non-Hispanic",1.6,65.77,Yes,Yes,No,No,"Yes, received Tdap",Yes,No
+No,29.84,No,No,No,0.0,0.0,No,Male,25-29,White,No,Yes,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,39.32,Yes,No,No,23.0,23.0,Yes,Female,60-64,White,Yes,No,6.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,32.28,,,,,,,Female,Age 45 to 49,,,,,,,,Texas,0.0,5.0,Within past year (anytime less than 12 months ago),No,5.0,None of them,No,No,No,Yes,No,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.68,90.72,Yes,No,No,No,"Yes, received tetanus shot, but not Tdap",No,No
+,27.44,,,,,,,Female,Age 80 or older,,,,,,,,Texas,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,All,No,No,No,Yes,No,Yes,No,No,Yes,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.57,68.04,No,Yes,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
+No,30.13,No,No,No,0.0,0.0,No,Male,50-54,White,No,Yes,7.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,26.46,,,,,,,Male,Age 75 to 79,,,,,,,,Tennessee,10.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,"6 or more, but not all",No,No,No,No,No,No,No,No,No,Yes,No,Yes,No,No,No,Yes,Former smoker,Not at all (right now),Yes,"White only, Non-Hispanic",1.73,78.93,No,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+,27.34,,,,,,,Female,Age 70 to 74,,,,,,,,Oklahoma,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,No,No,No,No,No,No,No,No,Yes,Yes,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.52,63.5,No,No,Yes,Yes,"Yes, received Tdap",No,Yes
+No,22.96,Yes,No,No,0.0,0.0,No,Male,65-69,White,No,Yes,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,32.1,,,,,,,Male,Age 35 to 39,,,,,,,,Maryland,0.0,0.0,Within past 5 years (2 years but less than 5 years ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.88,113.4,Yes,No,No,No,,No,Yes
+,23.63,,,,,,,Female,Age 55 to 59,,,,,,,,Maryland,0.0,2.0,Within past year (anytime less than 12 months ago),Yes,7.0,"6 or more, but not all",Yes,Yes,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.65,64.41,No,No,Yes,Yes,"Yes, received Tdap",No,No
+,30.67,,,,,,,Female,Age 65 to 69,,,,,,,,Pennsylvania,2.0,3.0,Within past year (anytime less than 12 months ago),Yes,7.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.68,86.18,Yes,No,Yes,Yes,"Yes, received Tdap",No,Yes
+,34.75,,,,,,,Female,Age 60 to 64,,,,,,,,Pennsylvania,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,All,No,No,No,No,No,No,No,No,No,Yes,No,No,No,Yes,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.57,86.18,Yes,No,Yes,Yes,"Yes, received Tdap",No,Yes
+,20.12,,,,,,,Female,Age 80 or older,,,,,,,,Vermont,2.0,0.0,Within past year (anytime less than 12 months ago),Yes,,1 to 5,No,,No,No,Yes,Yes,No,No,Yes,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,,"White only, Non-Hispanic",1.57,49.9,Yes,No,Yes,,"Yes, received tetanus shot but not sure what type",No,No
+,27.98,,,,,,,Male,Age 35 to 39,,,,,,,,West Virginia,2.0,30.0,Within past year (anytime less than 12 months ago),Yes,3.0,1 to 5,No,No,No,No,No,No,Yes,No,No,No,No,No,Yes,No,No,No,Current smoker - now smokes every day,Not at all (right now),Yes,"White only, Non-Hispanic",1.73,83.46,Yes,Yes,No,No,"Yes, received tetanus shot but not sure what type",Yes,No
+No,26.57,No,No,No,2.0,5.0,No,Female,65-69,White,No,No,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,33.96,,,,,,,Female,Age 50 to 54,,,,,,,,Texas,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"Black only, Non-Hispanic",1.75,104.33,No,No,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
+,35.26,,,,,,,Male,Age 80 or older,,,,,,,,South Dakota,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,"6 or more, but not all",No,No,No,,No,No,No,No,Yes,No,No,No,No,No,No,No,,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.83,117.93,No,,Yes,No,"Yes, received tetanus shot but not sure what type",No,
+,34.3,,,,,,,Male,Age 65 to 69,,,,,,,,New Hampshire,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.85,117.93,Yes,Yes,Yes,No,"Yes, received tetanus shot but not sure what type",No,No
+No,25.82,No,No,No,0.0,30.0,No,Female,18-24,Black,No,No,9.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,34.33,No,No,No,0.0,5.0,No,Male,18-24,Hispanic,No,Yes,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,17.36,,,,,,,Female,Age 65 to 69,,,,,,,,Texas,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.6,44.45,No,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
+,31.42,,,,,,,Male,Age 40 to 44,,,,,,,,Massachusetts,0.0,6.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,No,No,No,Yes,No,No,"No, pre-diabetes or borderline diabetes",No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.96,120.2,Yes,Yes,Yes,No,"Yes, received Tdap",No,No
+,,,,,,,,Female,Age 65 to 69,,,,,,,,Washington,12.0,2.0,Within past year (anytime less than 12 months ago),No,7.0,None of them,No,No,No,No,No,No,No,No,No,Yes,No,No,No,,,,,,,"White only, Non-Hispanic",1.6,,,,,,,,
+No,33.23,Yes,No,No,0.0,0.0,No,Male,60-64,White,No,No,9.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,28.25,,,,,,,Male,Age 40 to 44,,,,,,,,Nebraska,2.0,5.0,Within past 2 years (1 year but less than 2 years ago),No,7.0,None of them,No,No,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.88,99.79,No,No,Yes,No,"Yes, received Tdap",No,No
+No,23.71,No,No,No,0.0,0.0,No,Male,70-74,White,No,Yes,6.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,26.45,,,,,,,Male,Age 55 to 59,,,,,,,,Massachusetts,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.83,88.45,Yes,Yes,Yes,Yes,"Yes, received Tdap",No,No
+No,27.2,No,No,No,10.0,0.0,No,Male,60-64,White,Yes,Yes,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,34.17,No,No,No,0.0,0.0,No,Male,50-54,White,Yes,Yes,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,35.51,,,,,,,Female,Age 45 to 49,,,,,,,,Michigan,0.0,1.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,Yes,Yes,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.68,99.79,No,Yes,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+,22.81,,,,,,,Female,Age 35 to 39,,,,,,,,Utah,0.0,20.0,Within past 5 years (2 years but less than 5 years ago),Yes,7.0,"6 or more, but not all",No,No,No,No,No,No,No,No,No,No,No,No,Yes,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.73,68.04,Yes,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+,26.39,,,,,,,Female,Age 55 to 59,,,,,,,,Minnesota,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.6,67.59,Yes,No,No,No,"Yes, received Tdap",No,Yes
+,21.95,,,,,,,Female,Age 50 to 54,,,,,,,,Minnesota,30.0,30.0,Within past year (anytime less than 12 months ago),Yes,6.0,1 to 5,No,No,No,Yes,No,Yes,Yes,No,Yes,No,No,No,Yes,Yes,No,No,Current smoker - now smokes some days,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.57,54.43,Yes,Yes,No,Yes,"Yes, received tetanus shot but not sure what type",No,No
+,31.85,,,,,,,Male,Age 75 to 79,,,,,,,,South Dakota,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,No,No,No,No,No,Yes,Yes,No,No,No,Yes,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.78,100.7,Yes,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,Yes
+,34.15,,,,,,,Male,Age 65 to 69,,,,,,,,West Virginia,30.0,0.0,Within past year (anytime less than 12 months ago),No,8.0,1 to 5,No,Yes,Yes,No,No,No,No,No,Yes,Yes,Yes,No,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.78,107.95,No,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
+No,31.57,Yes,No,No,0.0,3.0,No,Male,35-39,White,No,Yes,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,30.04,Yes,No,No,0.0,3.0,No,Male,35-39,White,No,Yes,7.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,23.01,No,Yes,No,2.0,0.0,Yes,Male,75-79,White,No,Yes,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,27.89,Yes,No,No,0.0,0.0,Yes,Male,65-69,Black,No,Yes,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,21.26,No,No,No,27.0,0.0,No,Female,80 or older,White,"No, borderline diabetes",Yes,8.0,Yes,No,Yes,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,23.09,Yes,Yes,No,0.0,0.0,No,Male,35-39,White,No,Yes,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,19.37,,,,,,,Female,Age 40 to 44,,,,,,,,Virginia,0.0,4.0,Within past 2 years (1 year but less than 2 years ago),Yes,8.0,"6 or more, but not all",No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,Hispanic,1.68,54.43,Yes,No,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+,31.28,,,,,,,Female,Age 40 to 44,,,,,,,,Minnesota,0.0,4.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.78,98.88,Yes,Yes,Yes,No,"Yes, received Tdap",No,No
+,25.84,,,,,,,Male,Age 80 or older,,,,,,,,Connecticut,2.0,10.0,Within past year (anytime less than 12 months ago),No,12.0,1 to 5,No,No,No,No,No,No,Yes,No,Yes,No,Yes,No,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.75,79.38,Yes,No,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
+,25.75,,,,,,,Female,Age 60 to 64,,,,,,,,Louisiana,0.0,10.0,Within past year (anytime less than 12 months ago),No,8.0,1 to 5,No,Yes,No,Yes,No,No,Yes,No,Yes,No,No,No,No,Yes,No,No,Current smoker - now smokes every day,Not at all (right now),Yes,"Black only, Non-Hispanic",1.63,68.04,Yes,Yes,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
+,,,,,,,,Male,Age 50 to 54,,,,,,,,New York,0.0,0.0,Within past year (anytime less than 12 months ago),No,8.0,1 to 5,No,No,No,No,No,No,No,No,Yes,No,No,No,No,Yes,Yes,No,Never smoked,Not at all (right now),Yes,Hispanic,,,Yes,Yes,Yes,No,,No,Yes
+,32.49,,,,,,,Male,Age 50 to 54,,,,,,,,California,0.0,0.0,Within past 2 years (1 year but less than 2 years ago),No,8.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,,Hispanic,1.75,99.79,,,,,,,
+,23.3,,,,,,,Male,Age 65 to 69,,,,,,,,Massachusetts,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Current smoker - now smokes some days,Never used e-cigarettes in my entire life,Yes,"Black only, Non-Hispanic",1.65,63.5,Yes,Yes,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,Tested positive using home test without a health professional
+,32.1,,,,,,,Female,Age 55 to 59,,,,,,,,New Hampshire,0.0,30.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.63,84.82,No,No,Yes,,"Yes, received Tdap",No,Yes
+No,37.3,No,No,No,0.0,14.0,No,Male,60-64,White,No,Yes,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,22.05,,,,,,,Female,Age 30 to 34,,,,,,,,District of Columbia,4.0,10.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,No,No,No,Yes,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.73,65.77,No,Yes,No,No,"Yes, received Tdap",No,Yes
+,,,,,,,,Female,Age 80 or older,,,,,,,,Wisconsin,0.0,0.0,Within past year (anytime less than 12 months ago),No,8.0,,,No,No,No,No,No,No,No,Yes,Yes,No,No,No,Yes,No,Yes,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.45,,No,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
+No,35.26,Yes,No,No,0.0,7.0,No,Male,65-69,White,No,Yes,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,29.29,,,,,,,Male,Age 45 to 49,,,,,,,,Alaska,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,Hispanic,1.8,95.25,Yes,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
+,,,,,,,,Female,Age 35 to 39,,,,,,,,Virginia,7.0,16.0,Within past year (anytime less than 12 months ago),No,6.0,None of them,No,No,No,Yes,No,No,Yes,No,No,No,No,No,No,Yes,Yes,No,Former smoker,Not at all (right now),No,"Multiracial, Non-Hispanic",1.73,,Yes,No,No,No,"Yes, received Tdap",No,Yes
+No,32.78,Yes,No,No,0.0,0.0,No,Male,45-49,White,No,Yes,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,28.37,,,,,,,Male,Age 70 to 74,,,,,,,,Washington,14.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,"6 or more, but not all",No,No,No,No,No,No,No,Yes,Yes,No,No,No,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"Multiracial, Non-Hispanic",1.88,100.24,Yes,Yes,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,Yes
+,37.12,,,,,,,Female,Age 18 to 24,,,,,,,,New York,0.0,3.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,Yes,No,No,Yes,No,No,No,No,Yes,No,No,No,No,Never smoked,Not at all (right now),No,"White only, Non-Hispanic",1.68,104.33,No,Yes,Yes,No,"Yes, received tetanus shot but not sure what type",No,No
+,41.15,,,,,,,Female,Age 25 to 29,,,,,,,,Massachusetts,5.0,5.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,,1.57,102.06,Yes,,,,,,
+,24.13,,,,,,,Female,Age 80 or older,,,,,,,,New Jersey,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,,No,No,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.65,65.77,Yes,No,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,Yes
+,27.44,,,,,,,Female,Age 30 to 34,,,,,,,,Texas,2.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.68,77.11,Yes,Yes,No,No,"Yes, received tetanus shot, but not Tdap",No,Yes
+,39.16,,,,,,,Male,Age 55 to 59,,,,,,,,Maine,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,Yes,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.7,113.4,No,No,Yes,No,,No,No
+,27.12,,,,,,,Male,Age 40 to 44,,,,,,,,Montana,0.0,15.0,Within past 2 years (1 year but less than 2 years ago),Yes,4.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.83,90.72,Yes,No,No,No,"Yes, received Tdap",No,Yes
+,32.44,,,,,,,Female,Age 25 to 29,,,,,,,,Ohio,30.0,30.0,Within past year (anytime less than 12 months ago),No,8.0,1 to 5,No,No,No,No,No,Yes,Yes,No,,No,No,Yes,Yes,No,No,Yes,Current smoker - now smokes every day,Use them every day,No,"White only, Non-Hispanic",1.63,85.73,No,Yes,Yes,No,"Yes, received tetanus shot but not sure what type",Yes,No
+No,24.09,Yes,No,No,0.0,0.0,No,Female,55-59,White,No,No,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,31.12,,,,,,,Female,Age 65 to 69,,,,,,,,South Dakota,14.0,30.0,Within past year (anytime less than 12 months ago),No,12.0,All,Yes,Yes,Yes,No,No,No,Yes,No,Yes,No,No,No,Yes,Yes,No,No,Current smoker - now smokes some days,Never used e-cigarettes in my entire life,Yes,"Other race only, Non-Hispanic",1.65,84.82,No,Yes,Yes,No,"Yes, received Tdap",No,Yes
+No,20.97,No,No,No,0.0,0.0,No,Female,80 or older,White,No,Yes,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,32.22,,,,,,,Female,Age 70 to 74,,,,,,,,New York,30.0,2.0,Within past year (anytime less than 12 months ago),No,8.0,All,Yes,Yes,No,Yes,Yes,Yes,No,No,No,No,No,No,No,No,No,No,Current smoker - now smokes every day,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.52,74.84,Yes,Yes,Yes,Yes,,No,No
+,30.68,,,,,,,Male,Age 50 to 54,,,,,,,,Indiana,15.0,0.0,Within past year (anytime less than 12 months ago),No,8.0,None of them,No,No,No,No,No,No,No,No,Yes,Yes,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.8,99.79,No,No,No,No,"Yes, received tetanus shot but not sure what type",No,Yes
+,21.8,,,,,,,Female,Age 70 to 74,,,,,,,,West Virginia,,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,All,Yes,No,No,No,No,No,No,Yes,Yes,Yes,Yes,Yes,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.63,57.61,No,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+No,18.69,No,No,No,0.0,0.0,No,Female,75-79,Other,No,Yes,8.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,20.98,,,,,,,Male,Age 75 to 79,,,,,,,,Tennessee,30.0,0.0,Within past year (anytime less than 12 months ago),No,8.0,All,Yes,No,No,No,Yes,Yes,No,No,Yes,No,No,No,No,Yes,Yes,Yes,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.68,58.97,No,No,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
+,32.55,,,,,,,Male,Age 60 to 64,,,,,,,,South Carolina,0.0,0.0,,Yes,6.0,1 to 5,No,No,No,No,No,No,No,No,Yes,No,Yes,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,,"White only, Non-Hispanic",1.83,108.86,No,No,Yes,No,"Yes, received tetanus shot but not sure what type",No,No
+,22.46,,,,,,,Female,Age 75 to 79,,,,,,,,Ohio,1.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,No,No,No,No,No,No,No,No,Yes,No,No,No,No,Yes,No,No,Current smoker - now smokes some days,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.52,52.16,Yes,No,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
+,21.58,,,,,,,Female,Age 80 or older,,,,,,,,Texas,0.0,2.0,Within past year (anytime less than 12 months ago),No,8.0,1 to 5,No,No,No,No,Yes,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.57,53.52,Yes,No,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,Yes
+,24.13,,,,,,,Female,Age 18 to 24,,,,,,,,North Carolina,0.0,30.0,Within past year (anytime less than 12 months ago),No,5.0,None of them,No,No,No,No,No,No,Yes,No,No,No,No,No,Yes,No,No,No,Never smoked,Use them every day,No,Hispanic,1.65,65.77,Yes,Yes,Yes,No,"Yes, received tetanus shot, but not Tdap",No,Yes
+No,20.6,No,No,No,0.0,0.0,No,Female,65-69,White,No,Yes,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,22.15,No,No,No,0.0,0.0,No,Female,70-74,White,No,Yes,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,24.37,,,,,,,Male,Age 25 to 29,,,,,,,,North Carolina,7.0,0.0,5 or more years ago,Yes,6.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Not at all (right now),No,"White only, Non-Hispanic",1.75,74.84,Yes,No,No,Yes,"Yes, received Tdap",No,Yes
+No,25.09,No,No,No,0.0,0.0,No,Male,70-74,White,No,No,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,31.09,No,No,No,2.0,0.0,No,Female,70-74,White,No,Yes,7.0,No,No,Yes,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,35.15,Yes,No,No,30.0,30.0,Yes,Female,60-64,White,No,Yes,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,24.87,,,,,,,Female,Age 65 to 69,,,,,,,,Texas,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,5.0,None of them,Yes,No,No,No,Yes,No,No,No,Yes,No,No,No,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.57,61.69,Yes,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+,33.66,,,,,,,Female,Age 40 to 44,,,,,,,,Texas,1.0,2.0,Within past year (anytime less than 12 months ago),No,8.0,None of them,No,No,No,Yes,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Not at all (right now),No,"White only, Non-Hispanic",1.6,86.18,Yes,,Yes,No,"Yes, received Tdap",No,Yes
+No,24.96,No,No,No,0.0,0.0,No,Female,45-49,Black,No,Yes,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,38.41,,,,,,,Female,Age 65 to 69,,,,,,,,Georgia,0.0,,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,Yes,No,Yes,No,Yes,,Yes,Yes,No,Yes,,Not at all (right now),Yes,"Black only, Non-Hispanic",1.57,95.25,No,Yes,No,No,"Yes, received Tdap",No,No
+,30.79,,,,,,,Female,Age 45 to 49,,,,,,,,Virginia,2.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,Yes,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.65,83.91,Yes,Yes,No,No,,No,Tested positive using home test without a health professional
+No,29.29,No,No,No,0.0,0.0,No,Female,75-79,Other,Yes,Yes,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,20.98,,,,,,,Female,Age 80 or older,,,,,,,,Rhode Island,10.0,15.0,Within past year (anytime less than 12 months ago),Yes,6.0,1 to 5,No,No,No,Yes,No,No,Yes,No,Yes,No,Yes,Yes,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.73,62.6,Yes,No,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
+,23.41,,,,,,,Female,Age 18 to 24,,,,,,,,Tennessee,3.0,2.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.57,58.06,No,No,No,No,"Yes, received Tdap",No,Yes
+No,24.03,No,No,No,0.0,0.0,No,Female,70-74,Asian,Yes,Yes,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,23.17,,,,,,,Female,Age 18 to 24,,,,,,,,Hawaii,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Not at all (right now),Yes,"Other race only, Non-Hispanic",1.63,61.23,No,No,Yes,No,"Yes, received Tdap",No,Yes
+,40.39,,,,,,,Female,Age 45 to 49,,,,,,,,Tennessee,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,"6 or more, but not all",No,No,No,No,No,No,No,No,No,"Yes, but only during pregnancy (female)",No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.6,103.42,Yes,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
+,24.69,,,,,,,Female,Age 45 to 49,,,,,,,,Texas,2.0,15.0,Within past year (anytime less than 12 months ago),Yes,6.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.57,61.23,Yes,Yes,Yes,No,"Yes, received Tdap",Yes,Yes
+No,29.7,Yes,No,No,0.0,0.0,No,Female,55-59,White,No,Yes,4.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,33.0,,,,,,,Male,Age 35 to 39,,,,,,,,Texas,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,Yes,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.78,104.33,Yes,Yes,No,No,"Yes, received Tdap",No,No
+,26.61,,,,,,,Female,Age 60 to 64,,,,,,,,Indiana,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Current smoker - now smokes some days,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.73,79.38,No,No,No,No,"Yes, received Tdap",No,No
+,25.61,,,,,,,Female,Age 80 or older,,,,,,,,Maryland,,0.0,Within past year (anytime less than 12 months ago),Yes,3.0,1 to 5,Yes,Yes,No,No,No,No,No,Yes,Yes,No,,,,,,,,,,"Black only, Non-Hispanic",1.57,63.5,,,,,,,
+No,23.34,Yes,No,No,0.0,0.0,No,Female,75-79,White,No,Yes,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+Yes,30.34,Yes,No,No,0.0,0.0,No,Male,70-74,White,Yes,No,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,28.06,No,No,No,0.0,0.0,No,Male,80 or older,White,No,Yes,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,,,,,,,,Female,Age 35 to 39,,,,,,,,Ohio,3.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,1 to 5,No,No,No,No,No,No,No,No,No,No,,,,,,,,,,"White only, Non-Hispanic",,,,,,,,,
+No,23.24,No,No,No,0.0,0.0,No,Female,55-59,Hispanic,No,Yes,9.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,26.58,Yes,No,No,3.0,0.0,No,Male,55-59,Other,No,Yes,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,29.13,No,No,No,0.0,0.0,No,Male,25-29,Hispanic,No,Yes,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,33.52,,,,,,,Male,Age 75 to 79,,,,,,,,Ohio,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,5.0,None of them,No,No,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,Never smoked,Not at all (right now),No,"White only, Non-Hispanic",1.7,97.07,No,No,No,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
+No,31.57,Yes,No,No,0.0,0.0,No,Male,35-39,Hispanic,No,No,3.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,26.39,,,,,,,Male,Age 40 to 44,,,,,,,,Colorado,0.0,0.0,Within past 5 years (2 years but less than 5 years ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"Other race only, Non-Hispanic",1.85,90.72,Yes,Yes,No,No,"Yes, received tetanus shot but not sure what type",No,No
+,28.07,,,,,,,Male,Age 65 to 69,,,,,,,,New Hampshire,0.0,0.0,Within past 2 years (1 year but less than 2 years ago),Yes,8.0,1 to 5,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.83,93.89,No,No,No,,"Yes, received tetanus shot but not sure what type",No,No
+,27.89,,,,,,,Male,Age 18 to 24,,,,,,,,Hawaii,1.0,10.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Not at all (right now),No,"Multiracial, Non-Hispanic",1.8,90.72,Yes,,No,Yes,"Yes, received tetanus shot but not sure what type",Yes,No
+,31.32,,,,,,,Male,Age 80 or older,,,,,,,,Kansas,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,All,No,No,No,Yes,No,Yes,Yes,No,Yes,No,Yes,No,No,Yes,No,No,Never smoked,Not at all (right now),Yes,"White only, Non-Hispanic",1.7,90.72,No,No,Yes,Yes,,No,Yes
+No,27.44,No,No,No,30.0,0.0,No,Female,45-49,White,No,No,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,25.59,,,,,,,Male,Age 75 to 79,,,,,,,,Maryland,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,Yes,Yes,No,No,Yes,No,No,No,Yes,No,Yes,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.85,88.0,Yes,No,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
+No,31.16,No,No,No,0.0,0.0,No,Female,65-69,Black,No,Yes,5.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,,,,,,,,Male,Age 40 to 44,,,,,,,,Florida,0.0,14.0,Within past 2 years (1 year but less than 2 years ago),No,9.0,"6 or more, but not all",No,No,No,No,No,Yes,Yes,No,Yes,No,,,,,,,,,,"Black only, Non-Hispanic",,,,,,,,,
+,49.78,,,,,,,Female,Age 65 to 69,,,,,,,,Nebraska,0.0,0.0,Within past year (anytime less than 12 months ago),No,8.0,1 to 5,No,No,No,Yes,No,No,No,No,No,No,No,No,No,Yes,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.63,131.54,Yes,No,Yes,Yes,"Yes, received Tdap",No,No
+,39.58,,,,,,,Male,Age 65 to 69,,,,,,,,Maine,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,,"White only, Non-Hispanic",1.85,136.08,Yes,No,Yes,Yes,,No,No
+No,25.1,No,No,No,0.0,0.0,No,Male,65-69,White,No,Yes,6.0,No,No,Yes,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,33.23,,,,,,,Male,Age 50 to 54,,,,,,,,South Dakota,3.0,0.0,5 or more years ago,Yes,6.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,,Yes,"White only, Non-Hispanic",1.75,102.06,Yes,No,No,No,"Yes, received tetanus shot, but not Tdap",No,No
+,24.39,,,,,,,Male,Age 55 to 59,,,,,,,,Massachusetts,2.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Not at all (right now),No,"White only, Non-Hispanic",1.88,86.18,Yes,No,No,Yes,,No,No
+,28.71,,,,,,,Male,Age 55 to 59,,,,,,,,Texas,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,Hispanic,1.69,82.0,Yes,Yes,No,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
+,24.68,,,,,,,Male,Age 18 to 24,,,,,,,,California,5.0,0.0,Within past year (anytime less than 12 months ago),No,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,Yes,No,No,Yes,Never smoked,Never used e-cigarettes in my entire life,No,Hispanic,1.78,78.02,No,No,No,,,No,No
+No,27.41,Yes,No,No,0.0,2.0,No,Female,65-69,White,No,Yes,7.0,No,No,Yes,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,27.34,No,No,No,0.0,0.0,No,Female,55-59,White,No,Yes,7.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,25.53,,,,,,,Female,Age 80 or older,,,,,,,,Iowa,0.0,0.0,Within past year (anytime less than 12 months ago),No,7.0,None of them,No,No,No,No,No,No,No,No,Yes,No,Yes,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.7,73.94,No,No,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
+,19.77,,,,,,,Female,Age 60 to 64,,,,,,,,Minnesota,0.0,0.0,Within past 5 years (2 years but less than 5 years ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.73,58.97,No,No,No,No,"Yes, received tetanus shot, but not Tdap",No,No
+,31.25,,,,,,,Female,Age 65 to 69,,,,,,,,Georgia,1.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.52,72.57,No,No,Yes,Yes,"Yes, received Tdap",No,No
+No,33.3,Yes,No,No,30.0,5.0,Yes,Female,70-74,American Indian/Alaskan Native,No,Yes,5.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,,,,,,,,Female,Age 55 to 59,,,,,,,,Utah,30.0,15.0,Within past year (anytime less than 12 months ago),No,4.0,All,No,Yes,No,No,No,No,Yes,Yes,Yes,Yes,,,,,,,,,,"White only, Non-Hispanic",,,,,,,,,
+,35.43,,,,,,,Female,Age 35 to 39,,,,,,,,District of Columbia,30.0,0.0,Within past year (anytime less than 12 months ago),Yes,5.0,None of them,No,No,No,Yes,No,No,Yes,No,Yes,No,No,No,No,No,No,No,Current smoker - now smokes every day,Never used e-cigarettes in my entire life,No,"Black only, Non-Hispanic",1.6,90.72,No,Yes,Yes,Yes,"Yes, received Tdap",No,Yes
+,34.95,,,,,,,Female,Age 60 to 64,,,,,,,,Louisiana,0.0,0.0,5 or more years ago,No,6.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.65,95.25,Yes,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+No,28.34,No,No,No,0.0,0.0,No,Female,50-54,White,No,Yes,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,19.2,,,,,,,Female,Age 75 to 79,,,,,,,,Florida,10.0,10.0,Within past year (anytime less than 12 months ago),Yes,12.0,"6 or more, but not all",No,No,No,No,No,Yes,No,No,Yes,No,No,No,No,No,No,Yes,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.57,47.63,No,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
diff --git a/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_007/history.csv b/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_007/history.csv
index b2e106fe182c8541a9087c88fe9e48b76c2ff803..341e3d45583d267952a48e52b023db4f707d1bc8 100644
--- a/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_007/history.csv
+++ b/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_007/history.csv
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:75b60e71a83fcd44ed68d1ed7aa13d80db6c57a3d2e6f72af022c17a620e757f
-size 271615431
+oid sha256:909505b745890aff132f888cd7ca00f56ac9807396d019320e105d7446632aed
+size 270594777
diff --git a/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_007/info.json b/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_007/info.json
index 53272e3074451c673817a05ef4da5ee438d07863..c876b7e9aa18ec2175d72a1a6b59bf487c77e98c 100644
--- a/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_007/info.json
+++ b/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_007/info.json
@@ -1,401 +1,393 @@
-{
-    "name": "Indicators of Heart Disease (2022 UPDATE)",
-    "source": "https://www.kaggle.com/datasets/kamilpytlak/personal-key-indicators-of-heart-disease/data",
-    "data_intro": "The dataset originally comes from the CDC and is a major part of the Behavioral Risk Factor Surveillance System (BRFSS), which conducts annual telephone surveys to collect data on the health status of U.S. residents. As described by the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm): \"Established in 1984 with 15 states, BRFSS now collects data in all 50 states, the District of Columbia, and three U.S. territories. BRFSS completes more than 400,000 adult interviews each year, making it the largest continuously conducted health survey system in the world. The most recent dataset includes data from 2023. In this dataset, I noticed many factors (questions) that directly or indirectly influence heart disease, so I decided to select the most relevant variables from it. I also decided to share with you two versions of the most recent dataset: with NaNs and without it.",
-    "is_splited": false,
-    "overall_size": 1010949,
-    "train_size": 0,
-    "test_size": 0,
-    "c_classes": 46,
-    "n_classes": 9,
-    "cat_feature_intro": {
-        "HeartDisease": "The dataset originally comes from the CDC and is a major part of the Behavioral Risk Factor Surveillance System (BRFSS), which conducts annual telephone surveys to collect data on the health status of U.S. residents. As described by the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm): \"Established in 1984 with 15 states, BRFSS now collects data in all 50 states, the District of Columbia, and three U.S. territories. BRFSS completes more than 400,000 adult interviews each year, making it the largest continuously conducted health survey system in the world. The most recent dataset includes data from 2023. In this dataset, I noticed many factors (questions) that directly or indirectly influence heart disease, so I decided to select the most relevant variables from it. I also decided to share with you two versions of the most recent dataset: with NaNs and without it.",
-        "Smoking": "According to the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm), heart disease is a leading cause of death for people of most races in the U.S. (African Americans, American Indians and Alaska Natives, and whites). About half of all Americans (47%) have at least 1 of 3 major risk factors for heart disease: high blood pressure, high cholesterol, and smoking. Other key indicators include diabetes status, obesity (high BMI), not getting enough physical activity, or drinking too much alcohol. Identifying and preventing the factors that have the greatest impact on heart disease is very important in healthcare. In turn, developments in computing allow the application of machine learning methods to detect \"patterns\" in the data that can predict a patient's condition.",
-        "AlcoholDrinking": "According to the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm), excessive alcohol consumption can lead to high blood pressure, heart failure, and even stroke. It is important to monitor and manage alcohol intake to reduce the risk of heart disease.",
-        "Stroke": "A stroke is a medical emergency that occurs when the blood supply to part of the brain is interrupted or reduced, preventing brain tissue from getting oxygen and nutrients. This can lead to serious health complications, including heart disease.",
-        "DiffWalking": "Difficulty walking can be a sign of underlying health issues, including heart disease. It is important to address mobility issues to improve overall health and reduce the risk of heart-related complications.",
-        "Sex": "Sex is a biological factor that can influence the risk of heart disease. Men and women may experience different symptoms and risk factors for heart disease.",
-        "AgeCategory": "Age is a significant risk factor for heart disease. As people age, their risk of developing heart disease increases. It is important to monitor heart health as individuals get older.",
-        "Race": "According to the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm), heart disease is a leading cause of death for people of most races in the U.S. (African Americans, American Indians and Alaska Natives, and whites). About half of all Americans (47%) have at least 1 of 3 major risk factors for heart disease: high blood pressure, high cholesterol, and smoking. Other key indicators include diabetes status, obesity (high BMI), not getting enough physical activity, or drinking too much alcohol. Identifying and preventing the factors that have the greatest impact on heart disease is very important in healthcare. In turn, developments in computing allow the application of machine learning methods to detect \"patterns\" in the data that can predict a patient's condition.",
-        "Diabetic": "Diabetes is a major risk factor for heart disease. High blood sugar levels can damage blood vessels and nerves that control the heart, leading to an increased risk of heart disease.",
-        "PhysicalActivity": "Regular physical activity is important for maintaining heart health. It can help reduce the risk of heart disease by improving blood pressure, cholesterol levels, and overall cardiovascular fitness.",
-        "GenHealth": "General health status can influence the risk of heart disease. It is important to maintain overall health and address any underlying health issues to reduce the risk of heart-related complications.",
-        "Asthma": "Asthma is a chronic respiratory condition that can affect heart health. It is important to manage asthma symptoms to reduce the risk of heart disease.",
-        "KidneyDisease": "Kidney disease can increase the risk of heart disease. It is important to monitor and manage kidney health to reduce the risk of heart-related complications.",
-        "SkinCancer": "Skin cancer is a type of cancer that can affect overall health. It is important to address and treat skin cancer to maintain overall health and reduce the risk of heart disease.",
-        "State": "The dataset originally comes from the CDC and is a major part of the Behavioral Risk Factor Surveillance System (BRFSS), which conducts annual telephone surveys to collect data on the health status of U.S. residents. As described by the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm): \"Established in 1984 with 15 states, BRFSS now collects data in all 50 states, the District of Columbia, and three U.S. territories. BRFSS completes more than 400,000 adult interviews each year, making it the largest continuously conducted health survey system in the world. The most recent dataset includes data from 2023. In this dataset, I noticed many factors (questions) that directly or indirectly influence heart disease, so I decided to select the most relevant variables from it. I also decided to share with you two versions of the most recent dataset: with NaNs and without it.",
-        "GeneralHealth": "General health status can influence the risk of heart disease. It is important to maintain overall health and address any underlying health issues to reduce the risk of heart-related complications.",
-        "LastCheckupTime": "The time since the last medical checkup can be an important factor in heart health. Regular checkups can help identify and address risk factors for heart disease early.",
-        "PhysicalActivities": "Engaging in regular physical activities is important for maintaining heart health. It can help reduce the risk of heart disease by improving blood pressure, cholesterol levels, and overall cardiovascular fitness.",
-        "RemovedTeeth": "The number of removed teeth can be an indicator of overall health, including heart health. Poor oral health has been linked to an increased risk of heart disease.",
-        "HadHeartAttack": "As described above, the original dataset of nearly 300 variables was reduced to 40 variables. In addition to classical EDA, this dataset can be used to apply a number of machine learning methods, especially classifier models (logistic regression, SVM, random forest, etc.). You should treat the variable \"HadHeartAttack\" as binary (\"Yes\" - respondent had heart disease; \"No\" - respondent did not have heart disease). Note, however, that the classes are unbalanced, so the classic approach of applying a model is not advisable. Fixing the weights/undersampling should yield much better results. Based on the data set, I built a logistic regression model and embedded it in an application that might inspire you: https://share.streamlit.io/kamilpytlak/heart-condition-checker/main/app.py. Can you indicate which variables have a significant effect on the likelihood of heart disease?",
-        "HadAngina": "Angina is a type of chest pain caused by reduced blood flow to the heart. It is a symptom of coronary artery disease and can indicate an increased risk of heart disease.",
-        "HadStroke": "A stroke is a medical emergency that occurs when the blood supply to part of the brain is interrupted or reduced, preventing brain tissue from getting oxygen and nutrients. This can lead to serious health complications, including heart disease.",
-        "HadAsthma": "Asthma is a chronic respiratory condition that can affect heart health. It is important to manage asthma symptoms to reduce the risk of heart disease.",
-        "HadSkinCancer": "Skin cancer is a type of cancer that can affect overall health. It is important to address and treat skin cancer to maintain overall health and reduce the risk of heart disease.",
-        "HadCOPD": "Chronic obstructive pulmonary disease (COPD) is a chronic inflammatory lung disease that causes obstructed airflow from the lungs. It can increase the risk of heart disease.",
-        "HadDepressiveDisorder": "Depressive disorders can affect overall health and increase the risk of heart disease. It is important to address and manage mental health to reduce the risk of heart-related complications.",
-        "HadKidneyDisease": "Kidney disease can increase the risk of heart disease. It is important to monitor and manage kidney health to reduce the risk of heart-related complications.",
-        "HadArthritis": "Arthritis is a condition that causes inflammation of the joints. It can affect overall health and increase the risk of heart disease.",
-        "HadDiabetes": "Diabetes is a major risk factor for heart disease. High blood sugar levels can damage blood vessels and nerves that control the heart, leading to an increased risk of heart disease.",
-        "DeafOrHardOfHearing": "Hearing loss can affect overall health and quality of life. It is important to address and manage hearing issues to maintain overall health and reduce the risk of heart disease.",
-        "BlindOrVisionDifficulty": "Vision difficulties can affect overall health and quality of life. It is important to address and manage vision issues to maintain overall health and reduce the risk of heart disease.",
-        "DifficultyConcentrating": "Difficulty concentrating can be a sign of underlying health issues, including heart disease. It is important to address cognitive issues to improve overall health and reduce the risk of heart-related complications.",
-        "DifficultyWalking": "Difficulty walking can be a sign of underlying health issues, including heart disease. It is important to address mobility issues to improve overall health and reduce the risk of heart-related complications.",
-        "DifficultyDressingBathing": "Difficulty with daily activities such as dressing and bathing can be a sign of underlying health issues, including heart disease. It is important to address these issues to improve overall health and reduce the risk of heart-related complications.",
-        "DifficultyErrands": "Difficulty running errands can be a sign of underlying health issues, including heart disease. It is important to address these issues to improve overall health and reduce the risk of heart-related complications.",
-        "SmokerStatus": "Smoking is a major risk factor for heart disease. It is important to address and manage smoking habits to reduce the risk of heart-related complications.",
-        "ECigaretteUsage": "E-cigarette usage can affect heart health. It is important to monitor and manage e-cigarette usage to reduce the risk of heart disease.",
-        "ChestScan": "Chest scans can help identify underlying health issues, including heart disease. It is important to monitor and address any abnormalities found in chest scans to maintain overall health.",
-        "RaceEthnicityCategory": "Race and ethnicity can influence the risk of heart disease. It is important to consider these factors when assessing and managing heart health.",
-        "AlcoholDrinkers": "According to the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm), excessive alcohol consumption can lead to high blood pressure, heart failure, and even stroke. It is important to monitor and manage alcohol intake to reduce the risk of heart disease.",
-        "HIVTesting": "HIV testing is important for overall health. It is important to address and manage HIV status to reduce the risk of heart-related complications.",
-        "FluVaxLast12": "Receiving a flu vaccine in the last 12 months can help reduce the risk of respiratory infections, which can affect heart health. It is important to stay up-to-date with vaccinations to maintain overall health.",
-        "PneumoVaxEver": "Receiving a pneumococcal vaccine can help reduce the risk of respiratory infections, which can affect heart health. It is important to stay up-to-date with vaccinations to maintain overall health.",
-        "TetanusLast10Tdap": "Receiving a tetanus vaccine in the last 10 years can help reduce the risk of infections, which can affect heart health. It is important to stay up-to-date with vaccinations to maintain overall health.",
-        "HighRiskLastYear": "Being at high risk for health issues in the last year can affect overall health and increase the risk of heart disease. It is important to address and manage high-risk factors to reduce the risk of heart-related complications.",
-        "CovidPos": "Testing positive for COVID-19 can affect overall health and increase the risk of heart disease. It is important to monitor and manage COVID-19 symptoms to reduce the risk of heart-related complications."
-    },
-    "num_feature_intro": {
-        "BMI": "According to the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm), heart disease is a leading cause of death for people of most races in the U.S. (African Americans, American Indians and Alaska Natives, and whites). About half of all Americans (47%) have at least 1 of 3 major risk factors for heart disease: high blood pressure, high cholesterol, and smoking. Other key indicators include diabetes status, obesity (high BMI), not getting enough physical activity, or drinking too much alcohol. Identifying and preventing the factors that have the greatest impact on heart disease is very important in healthcare. In turn, developments in computing allow the application of machine learning methods to detect \"patterns\" in the data that can predict a patient's condition.",
-        "PhysicalHealth": "Physical health is an important factor in overall well-being and can influence the risk of heart disease. It is important to maintain good physical health to reduce the risk of heart-related complications.",
-        "MentalHealth": "Mental health is an important factor in overall well-being and can influence the risk of heart disease. It is important to address and manage mental health to reduce the risk of heart-related complications.",
-        "SleepTime": "Sleep time is an important factor in overall health. Poor sleep can affect heart health and increase the risk of heart disease. It is important to maintain good sleep habits to reduce the risk of heart-related complications.",
-        "PhysicalHealthDays": "The number of days with good physical health can be an indicator of overall well-being. It is important to maintain good physical health to reduce the risk of heart-related complications.",
-        "MentalHealthDays": "The number of days with good mental health can be an indicator of overall well-being. It is important to address and manage mental health to reduce the risk of heart-related complications.",
-        "SleepHours": "The number of hours of sleep can affect overall health. Poor sleep can affect heart health and increase the risk of heart disease. It is important to maintain good sleep habits to reduce the risk of heart-related complications.",
-        "HeightInMeters": "Height can be an indicator of overall health. It is important to monitor and maintain a healthy height-to-weight ratio to reduce the risk of heart disease.",
-        "WeightInKilograms": "Weight can be an indicator of overall health. It is important to maintain a healthy weight to reduce the risk of heart disease."
-    },
-    "evaluation_metric": "The evaluation metric for this dataset can include accuracy, precision, recall, F1-score, and AUC-ROC. These metrics can help assess the performance of machine learning models in predicting heart disease.",
-    "task_type": "classification",
-    "target": "GeneralHealth",
-    "num_feature_value": {
-        "BMI": [
-            12.02,
-            99.64
-        ],
-        "HeightInMeters": [
-            0.91,
-            2.41
-        ],
-        "MentalHealth": [
-            0.0,
-            30.0
-        ],
-        "MentalHealthDays": [
-            0.0,
-            30.0
-        ],
-        "PhysicalHealth": [
-            0.0,
-            30.0
-        ],
-        "PhysicalHealthDays": [
-            0.0,
-            30.0
-        ],
-        "SleepHours": [
-            1.0,
-            24.0
-        ],
-        "SleepTime": [
-            1.0,
-            24.0
-        ],
-        "WeightInKilograms": [
-            22.68,
-            292.57
-        ]
-    },
-    "cat_feature_value": {
-        "AgeCategory": [
-            "18-24",
-            "25-29",
-            "30-34",
-            "35-39",
-            "40-44",
-            "45-49",
-            "50-54",
-            "55-59",
-            "60-64",
-            "65-69",
-            "70-74",
-            "75-79",
-            "80 or older",
-            "Age 18 to 24",
-            "Age 25 to 29",
-            "Age 30 to 34",
-            "Age 35 to 39",
-            "Age 40 to 44",
-            "Age 45 to 49",
-            "Age 50 to 54",
-            "Age 55 to 59",
-            "Age 60 to 64",
-            "Age 65 to 69",
-            "Age 70 to 74",
-            "Age 75 to 79",
-            "Age 80 or older"
-        ],
-        "AlcoholDrinkers": [
-            "No",
-            "Yes"
-        ],
-        "AlcoholDrinking": [
-            "No",
-            "Yes"
-        ],
-        "Asthma": [
-            "No",
-            "Yes"
-        ],
-        "BlindOrVisionDifficulty": [
-            "No",
-            "Yes"
-        ],
-        "ChestScan": [
-            "No",
-            "Yes"
-        ],
-        "CovidPos": [
-            "No",
-            "Tested positive using home test without a health professional",
-            "Yes"
-        ],
-        "DeafOrHardOfHearing": [
-            "No",
-            "Yes"
-        ],
-        "Diabetic": [
-            "No",
-            "No, borderline diabetes",
-            "Yes",
-            "Yes (during pregnancy)"
-        ],
-        "DiffWalking": [
-            "No",
-            "Yes"
-        ],
-        "DifficultyConcentrating": [
-            "No",
-            "Yes"
-        ],
-        "DifficultyDressingBathing": [
-            "No",
-            "Yes"
-        ],
-        "DifficultyErrands": [
-            "No",
-            "Yes"
-        ],
-        "DifficultyWalking": [
-            "No",
-            "Yes"
-        ],
-        "ECigaretteUsage": [
-            "Never used e-cigarettes in my entire life",
-            "Not at all (right now)",
-            "Use them every day",
-            "Use them some days"
-        ],
-        "FluVaxLast12": [
-            "No",
-            "Yes"
-        ],
-        "GenHealth": [
-            "Excellent",
-            "Fair",
-            "Good",
-            "Poor",
-            "Very good"
-        ],
-        "GeneralHealth": [
-            "Excellent",
-            "Fair",
-            "Good",
-            "Poor",
-            "Very good"
-        ],
-        "HIVTesting": [
-            "No",
-            "Yes"
-        ],
-        "HadAngina": [
-            "No",
-            "Yes"
-        ],
-        "HadArthritis": [
-            "No",
-            "Yes"
-        ],
-        "HadAsthma": [
-            "No",
-            "Yes"
-        ],
-        "HadCOPD": [
-            "No",
-            "Yes"
-        ],
-        "HadDepressiveDisorder": [
-            "No",
-            "Yes"
-        ],
-        "HadDiabetes": [
-            "No",
-            "No, pre-diabetes or borderline diabetes",
-            "Yes",
-            "Yes, but only during pregnancy (female)"
-        ],
-        "HadHeartAttack": [
-            "No",
-            "Yes"
-        ],
-        "HadKidneyDisease": [
-            "No",
-            "Yes"
-        ],
-        "HadSkinCancer": [
-            "No",
-            "Yes"
-        ],
-        "HadStroke": [
-            "No",
-            "Yes"
-        ],
-        "HeartDisease": [
-            "No",
-            "Yes"
-        ],
-        "HighRiskLastYear": [
-            "No",
-            "Yes"
-        ],
-        "KidneyDisease": [
-            "No",
-            "Yes"
-        ],
-        "LastCheckupTime": [
-            "5 or more years ago",
-            "Within past 2 years (1 year but less than 2 years ago)",
-            "Within past 5 years (2 years but less than 5 years ago)",
-            "Within past year (anytime less than 12 months ago)"
-        ],
-        "PhysicalActivities": [
-            "No",
-            "Yes"
-        ],
-        "PhysicalActivity": [
-            "No",
-            "Yes"
-        ],
-        "PneumoVaxEver": [
-            "No",
-            "Yes"
-        ],
-        "Race": [
-            "American Indian/Alaskan Native",
-            "Asian",
-            "Black",
-            "Hispanic",
-            "Other",
-            "White"
-        ],
-        "RaceEthnicityCategory": [
-            "Black only, Non-Hispanic",
-            "Hispanic",
-            "Multiracial, Non-Hispanic",
-            "Other race only, Non-Hispanic",
-            "White only, Non-Hispanic"
-        ],
-        "RemovedTeeth": [
-            "1 to 5",
-            "6 or more, but not all",
-            "All",
-            "None of them"
-        ],
-        "Sex": [
-            "Female",
-            "Male"
-        ],
-        "SkinCancer": [
-            "No",
-            "Yes"
-        ],
-        "SmokerStatus": [
-            "Current smoker - now smokes every day",
-            "Current smoker - now smokes some days",
-            "Former smoker",
-            "Never smoked"
-        ],
-        "Smoking": [
-            "No",
-            "Yes"
-        ],
-        "State": [
-            "Alabama",
-            "Alaska",
-            "Arizona",
-            "Arkansas",
-            "California",
-            "Colorado",
-            "Connecticut",
-            "Delaware",
-            "District of Columbia",
-            "Florida",
-            "Georgia",
-            "Guam",
-            "Hawaii",
-            "Idaho",
-            "Illinois",
-            "Indiana",
-            "Iowa",
-            "Kansas",
-            "Kentucky",
-            "Louisiana",
-            "Maine",
-            "Maryland",
-            "Massachusetts",
-            "Michigan",
-            "Minnesota",
-            "Mississippi",
-            "Missouri",
-            "Montana",
-            "Nebraska",
-            "Nevada",
-            "New Hampshire",
-            "New Jersey",
-            "New Mexico",
-            "New York",
-            "North Carolina",
-            "North Dakota",
-            "Ohio",
-            "Oklahoma",
-            "Oregon",
-            "Pennsylvania",
-            "Puerto Rico",
-            "Rhode Island",
-            "South Carolina",
-            "South Dakota",
-            "Tennessee",
-            "Texas",
-            "Utah",
-            "Vermont",
-            "Virgin Islands",
-            "Virginia",
-            "Washington",
-            "West Virginia",
-            "Wisconsin",
-            "Wyoming"
-        ],
-        "Stroke": [
-            "No",
-            "Yes"
-        ],
-        "TetanusLast10Tdap": [
-            "No, did not receive any tetanus shot in the past 10 years",
-            "Yes, received Tdap",
-            "Yes, received tetanus shot but not sure what type",
-            "Yes, received tetanus shot, but not Tdap"
-        ]
-    }
-}
\ No newline at end of file
+{
+  "name": "Indicators of Heart Disease (2022 UPDATE)",
+  "source": "https://www.kaggle.com/datasets/kamilpytlak/personal-key-indicators-of-heart-disease/data",
+  "data_intro": "The dataset originally comes from the CDC and is a major part of the Behavioral Risk Factor Surveillance System (BRFSS), which conducts annual telephone surveys to collect data on the health status of U.S. residents. As described by the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm): \"Established in 1984 with 15 states, BRFSS now collects data in all 50 states, the District of Columbia, and three U.S. territories. BRFSS completes more than 400,000 adult interviews each year, making it the largest continuously conducted health survey system in the world. The most recent dataset includes data from 2023. In this dataset, I noticed many factors (questions) that directly or indirectly influence heart disease, so I decided to select the most relevant variables from it. I also decided to share with you two versions of the most recent dataset: with NaNs and without it.",
+  "is_splited": false,
+  "overall_size": 1010949,
+  "train_size": 0,
+  "test_size": 0,
+  "c_classes": 45,
+  "n_classes": 9,
+  "cat_feature_intro": {
+    "HeartDisease": "The dataset originally comes from the CDC and is a major part of the Behavioral Risk Factor Surveillance System (BRFSS), which conducts annual telephone surveys to collect data on the health status of U.S. residents. As described by the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm): \"Established in 1984 with 15 states, BRFSS now collects data in all 50 states, the District of Columbia, and three U.S. territories. BRFSS completes more than 400,000 adult interviews each year, making it the largest continuously conducted health survey system in the world. The most recent dataset includes data from 2023. In this dataset, I noticed many factors (questions) that directly or indirectly influence heart disease, so I decided to select the most relevant variables from it. I also decided to share with you two versions of the most recent dataset: with NaNs and without it.",
+    "Smoking": "According to the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm), heart disease is a leading cause of death for people of most races in the U.S. (African Americans, American Indians and Alaska Natives, and whites). About half of all Americans (47%) have at least 1 of 3 major risk factors for heart disease: high blood pressure, high cholesterol, and smoking. Other key indicators include diabetes status, obesity (high BMI), not getting enough physical activity, or drinking too much alcohol. Identifying and preventing the factors that have the greatest impact on heart disease is very important in healthcare. In turn, developments in computing allow the application of machine learning methods to detect \"patterns\" in the data that can predict a patient's condition.",
+    "AlcoholDrinking": "According to the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm), excessive alcohol consumption can lead to high blood pressure, heart failure, and even stroke. It is important to monitor and manage alcohol intake to reduce the risk of heart disease.",
+    "Stroke": "A stroke is a medical emergency that occurs when the blood supply to part of the brain is interrupted or reduced, preventing brain tissue from getting oxygen and nutrients. This can lead to serious health complications, including heart disease.",
+    "DiffWalking": "Difficulty walking can be a sign of underlying health issues, including heart disease. It is important to address mobility issues to improve overall health and reduce the risk of heart-related complications.",
+    "Sex": "Sex is a biological factor that can influence the risk of heart disease. Men and women may experience different symptoms and risk factors for heart disease.",
+    "AgeCategory": "Age is a significant risk factor for heart disease. As people age, their risk of developing heart disease increases. It is important to monitor heart health as individuals get older.",
+    "Race": "According to the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm), heart disease is a leading cause of death for people of most races in the U.S. (African Americans, American Indians and Alaska Natives, and whites). About half of all Americans (47%) have at least 1 of 3 major risk factors for heart disease: high blood pressure, high cholesterol, and smoking. Other key indicators include diabetes status, obesity (high BMI), not getting enough physical activity, or drinking too much alcohol. Identifying and preventing the factors that have the greatest impact on heart disease is very important in healthcare. In turn, developments in computing allow the application of machine learning methods to detect \"patterns\" in the data that can predict a patient's condition.",
+    "Diabetic": "Diabetes is a major risk factor for heart disease. High blood sugar levels can damage blood vessels and nerves that control the heart, leading to an increased risk of heart disease.",
+    "PhysicalActivity": "Regular physical activity is important for maintaining heart health. It can help reduce the risk of heart disease by improving blood pressure, cholesterol levels, and overall cardiovascular fitness.",
+    "Asthma": "Asthma is a chronic respiratory condition that can affect heart health. It is important to manage asthma symptoms to reduce the risk of heart disease.",
+    "KidneyDisease": "Kidney disease can increase the risk of heart disease. It is important to monitor and manage kidney health to reduce the risk of heart-related complications.",
+    "SkinCancer": "Skin cancer is a type of cancer that can affect overall health. It is important to address and treat skin cancer to maintain overall health and reduce the risk of heart disease.",
+    "State": "The dataset originally comes from the CDC and is a major part of the Behavioral Risk Factor Surveillance System (BRFSS), which conducts annual telephone surveys to collect data on the health status of U.S. residents. As described by the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm): \"Established in 1984 with 15 states, BRFSS now collects data in all 50 states, the District of Columbia, and three U.S. territories. BRFSS completes more than 400,000 adult interviews each year, making it the largest continuously conducted health survey system in the world. The most recent dataset includes data from 2023. In this dataset, I noticed many factors (questions) that directly or indirectly influence heart disease, so I decided to select the most relevant variables from it. I also decided to share with you two versions of the most recent dataset: with NaNs and without it.",
+    "GeneralHealth": "Self-reported general health from BRFSS GENHLTH: Excellent, Very good, Good, Fair, or Poor.",
+    "LastCheckupTime": "The time since the last medical checkup can be an important factor in heart health. Regular checkups can help identify and address risk factors for heart disease early.",
+    "PhysicalActivities": "Engaging in regular physical activities is important for maintaining heart health. It can help reduce the risk of heart disease by improving blood pressure, cholesterol levels, and overall cardiovascular fitness.",
+    "RemovedTeeth": "The number of removed teeth can be an indicator of overall health, including heart health. Poor oral health has been linked to an increased risk of heart disease.",
+    "HadHeartAttack": "As described above, the original dataset of nearly 300 variables was reduced to 40 variables. In addition to classical EDA, this dataset can be used to apply a number of machine learning methods, especially classifier models (logistic regression, SVM, random forest, etc.). You should treat the variable \"HadHeartAttack\" as binary (\"Yes\" - respondent had heart disease; \"No\" - respondent did not have heart disease). Note, however, that the classes are unbalanced, so the classic approach of applying a model is not advisable. Fixing the weights/undersampling should yield much better results. Based on the data set, I built a logistic regression model and embedded it in an application that might inspire you: https://share.streamlit.io/kamilpytlak/heart-condition-checker/main/app.py. Can you indicate which variables have a significant effect on the likelihood of heart disease?",
+    "HadAngina": "Angina is a type of chest pain caused by reduced blood flow to the heart. It is a symptom of coronary artery disease and can indicate an increased risk of heart disease.",
+    "HadStroke": "A stroke is a medical emergency that occurs when the blood supply to part of the brain is interrupted or reduced, preventing brain tissue from getting oxygen and nutrients. This can lead to serious health complications, including heart disease.",
+    "HadAsthma": "Asthma is a chronic respiratory condition that can affect heart health. It is important to manage asthma symptoms to reduce the risk of heart disease.",
+    "HadSkinCancer": "Skin cancer is a type of cancer that can affect overall health. It is important to address and treat skin cancer to maintain overall health and reduce the risk of heart disease.",
+    "HadCOPD": "Chronic obstructive pulmonary disease (COPD) is a chronic inflammatory lung disease that causes obstructed airflow from the lungs. It can increase the risk of heart disease.",
+    "HadDepressiveDisorder": "Depressive disorders can affect overall health and increase the risk of heart disease. It is important to address and manage mental health to reduce the risk of heart-related complications.",
+    "HadKidneyDisease": "Kidney disease can increase the risk of heart disease. It is important to monitor and manage kidney health to reduce the risk of heart-related complications.",
+    "HadArthritis": "Arthritis is a condition that causes inflammation of the joints. It can affect overall health and increase the risk of heart disease.",
+    "HadDiabetes": "Diabetes is a major risk factor for heart disease. High blood sugar levels can damage blood vessels and nerves that control the heart, leading to an increased risk of heart disease.",
+    "DeafOrHardOfHearing": "Hearing loss can affect overall health and quality of life. It is important to address and manage hearing issues to maintain overall health and reduce the risk of heart disease.",
+    "BlindOrVisionDifficulty": "Vision difficulties can affect overall health and quality of life. It is important to address and manage vision issues to maintain overall health and reduce the risk of heart disease.",
+    "DifficultyConcentrating": "Difficulty concentrating can be a sign of underlying health issues, including heart disease. It is important to address cognitive issues to improve overall health and reduce the risk of heart-related complications.",
+    "DifficultyWalking": "Difficulty walking can be a sign of underlying health issues, including heart disease. It is important to address mobility issues to improve overall health and reduce the risk of heart-related complications.",
+    "DifficultyDressingBathing": "Difficulty with daily activities such as dressing and bathing can be a sign of underlying health issues, including heart disease. It is important to address these issues to improve overall health and reduce the risk of heart-related complications.",
+    "DifficultyErrands": "Difficulty running errands can be a sign of underlying health issues, including heart disease. It is important to address these issues to improve overall health and reduce the risk of heart-related complications.",
+    "SmokerStatus": "Smoking is a major risk factor for heart disease. It is important to address and manage smoking habits to reduce the risk of heart-related complications.",
+    "ECigaretteUsage": "E-cigarette usage can affect heart health. It is important to monitor and manage e-cigarette usage to reduce the risk of heart disease.",
+    "ChestScan": "Chest scans can help identify underlying health issues, including heart disease. It is important to monitor and address any abnormalities found in chest scans to maintain overall health.",
+    "RaceEthnicityCategory": "Race and ethnicity can influence the risk of heart disease. It is important to consider these factors when assessing and managing heart health.",
+    "AlcoholDrinkers": "According to the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm), excessive alcohol consumption can lead to high blood pressure, heart failure, and even stroke. It is important to monitor and manage alcohol intake to reduce the risk of heart disease.",
+    "HIVTesting": "Whether the respondent has ever been tested for HIV (Yes/No), not the result of that test.",
+    "FluVaxLast12": "Receiving a flu vaccine in the last 12 months can help reduce the risk of respiratory infections, which can affect heart health. It is important to stay up-to-date with vaccinations to maintain overall health.",
+    "PneumoVaxEver": "Receiving a pneumococcal vaccine can help reduce the risk of respiratory infections, which can affect heart health. It is important to stay up-to-date with vaccinations to maintain overall health.",
+    "TetanusLast10Tdap": "Receiving a tetanus vaccine in the last 10 years can help reduce the risk of infections, which can affect heart health. It is important to stay up-to-date with vaccinations to maintain overall health.",
+    "HighRiskLastYear": "Being at high risk for health issues in the last year can affect overall health and increase the risk of heart disease. It is important to address and manage high-risk factors to reduce the risk of heart-related complications.",
+    "CovidPos": "Testing positive for COVID-19 can affect overall health and increase the risk of heart disease. It is important to monitor and manage COVID-19 symptoms to reduce the risk of heart-related complications."
+  },
+  "num_feature_intro": {
+    "BMI": "According to the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm), heart disease is a leading cause of death for people of most races in the U.S. (African Americans, American Indians and Alaska Natives, and whites). About half of all Americans (47%) have at least 1 of 3 major risk factors for heart disease: high blood pressure, high cholesterol, and smoking. Other key indicators include diabetes status, obesity (high BMI), not getting enough physical activity, or drinking too much alcohol. Identifying and preventing the factors that have the greatest impact on heart disease is very important in healthcare. In turn, developments in computing allow the application of machine learning methods to detect \"patterns\" in the data that can predict a patient's condition.",
+    "PhysicalHealth": "Physical health is an important factor in overall well-being and can influence the risk of heart disease. It is important to maintain good physical health to reduce the risk of heart-related complications.",
+    "MentalHealth": "Mental health is an important factor in overall well-being and can influence the risk of heart disease. It is important to address and manage mental health to reduce the risk of heart-related complications.",
+    "SleepTime": "Sleep time is an important factor in overall health. Poor sleep can affect heart health and increase the risk of heart disease. It is important to maintain good sleep habits to reduce the risk of heart-related complications.",
+    "PhysicalHealthDays": "The number of days with good physical health can be an indicator of overall well-being. It is important to maintain good physical health to reduce the risk of heart-related complications.",
+    "MentalHealthDays": "The number of days with good mental health can be an indicator of overall well-being. It is important to address and manage mental health to reduce the risk of heart-related complications.",
+    "SleepHours": "The number of hours of sleep can affect overall health. Poor sleep can affect heart health and increase the risk of heart disease. It is important to maintain good sleep habits to reduce the risk of heart-related complications.",
+    "HeightInMeters": "Height can be an indicator of overall health. It is important to monitor and maintain a healthy height-to-weight ratio to reduce the risk of heart disease.",
+    "WeightInKilograms": "Weight can be an indicator of overall health. It is important to maintain a healthy weight to reduce the risk of heart disease."
+  },
+  "evaluation_metric": "The evaluation metric for this dataset can include accuracy, precision, recall, F1-score, and AUC-ROC. These metrics can help assess the performance of machine learning models in predicting heart disease.",
+  "task_type": "classification",
+  "target": "GeneralHealth",
+  "num_feature_value": {
+    "BMI": [
+      12.02,
+      99.64
+    ],
+    "HeightInMeters": [
+      0.91,
+      2.41
+    ],
+    "MentalHealth": [
+      0.0,
+      30.0
+    ],
+    "MentalHealthDays": [
+      0.0,
+      30.0
+    ],
+    "PhysicalHealth": [
+      0.0,
+      30.0
+    ],
+    "PhysicalHealthDays": [
+      0.0,
+      30.0
+    ],
+    "SleepHours": [
+      1.0,
+      24.0
+    ],
+    "SleepTime": [
+      1.0,
+      24.0
+    ],
+    "WeightInKilograms": [
+      22.68,
+      292.57
+    ]
+  },
+  "cat_feature_value": {
+    "AgeCategory": [
+      "18-24",
+      "25-29",
+      "30-34",
+      "35-39",
+      "40-44",
+      "45-49",
+      "50-54",
+      "55-59",
+      "60-64",
+      "65-69",
+      "70-74",
+      "75-79",
+      "80 or older",
+      "Age 18 to 24",
+      "Age 25 to 29",
+      "Age 30 to 34",
+      "Age 35 to 39",
+      "Age 40 to 44",
+      "Age 45 to 49",
+      "Age 50 to 54",
+      "Age 55 to 59",
+      "Age 60 to 64",
+      "Age 65 to 69",
+      "Age 70 to 74",
+      "Age 75 to 79",
+      "Age 80 or older"
+    ],
+    "AlcoholDrinkers": [
+      "No",
+      "Yes"
+    ],
+    "AlcoholDrinking": [
+      "No",
+      "Yes"
+    ],
+    "Asthma": [
+      "No",
+      "Yes"
+    ],
+    "BlindOrVisionDifficulty": [
+      "No",
+      "Yes"
+    ],
+    "ChestScan": [
+      "No",
+      "Yes"
+    ],
+    "CovidPos": [
+      "No",
+      "Tested positive using home test without a health professional",
+      "Yes"
+    ],
+    "DeafOrHardOfHearing": [
+      "No",
+      "Yes"
+    ],
+    "Diabetic": [
+      "No",
+      "No, borderline diabetes",
+      "Yes",
+      "Yes (during pregnancy)"
+    ],
+    "DiffWalking": [
+      "No",
+      "Yes"
+    ],
+    "DifficultyConcentrating": [
+      "No",
+      "Yes"
+    ],
+    "DifficultyDressingBathing": [
+      "No",
+      "Yes"
+    ],
+    "DifficultyErrands": [
+      "No",
+      "Yes"
+    ],
+    "DifficultyWalking": [
+      "No",
+      "Yes"
+    ],
+    "ECigaretteUsage": [
+      "Never used e-cigarettes in my entire life",
+      "Not at all (right now)",
+      "Use them every day",
+      "Use them some days"
+    ],
+    "FluVaxLast12": [
+      "No",
+      "Yes"
+    ],
+    "GeneralHealth": [
+      "Excellent",
+      "Very good",
+      "Good",
+      "Fair",
+      "Poor"
+    ],
+    "HIVTesting": [
+      "No",
+      "Yes"
+    ],
+    "HadAngina": [
+      "No",
+      "Yes"
+    ],
+    "HadArthritis": [
+      "No",
+      "Yes"
+    ],
+    "HadAsthma": [
+      "No",
+      "Yes"
+    ],
+    "HadCOPD": [
+      "No",
+      "Yes"
+    ],
+    "HadDepressiveDisorder": [
+      "No",
+      "Yes"
+    ],
+    "HadDiabetes": [
+      "No",
+      "No, pre-diabetes or borderline diabetes",
+      "Yes",
+      "Yes, but only during pregnancy (female)"
+    ],
+    "HadHeartAttack": [
+      "No",
+      "Yes"
+    ],
+    "HadKidneyDisease": [
+      "No",
+      "Yes"
+    ],
+    "HadSkinCancer": [
+      "No",
+      "Yes"
+    ],
+    "HadStroke": [
+      "No",
+      "Yes"
+    ],
+    "HeartDisease": [
+      "No",
+      "Yes"
+    ],
+    "HighRiskLastYear": [
+      "No",
+      "Yes"
+    ],
+    "KidneyDisease": [
+      "No",
+      "Yes"
+    ],
+    "LastCheckupTime": [
+      "5 or more years ago",
+      "Within past 2 years (1 year but less than 2 years ago)",
+      "Within past 5 years (2 years but less than 5 years ago)",
+      "Within past year (anytime less than 12 months ago)"
+    ],
+    "PhysicalActivities": [
+      "No",
+      "Yes"
+    ],
+    "PhysicalActivity": [
+      "No",
+      "Yes"
+    ],
+    "PneumoVaxEver": [
+      "No",
+      "Yes"
+    ],
+    "Race": [
+      "American Indian/Alaskan Native",
+      "Asian",
+      "Black",
+      "Hispanic",
+      "Other",
+      "White"
+    ],
+    "RaceEthnicityCategory": [
+      "Black only, Non-Hispanic",
+      "Hispanic",
+      "Multiracial, Non-Hispanic",
+      "Other race only, Non-Hispanic",
+      "White only, Non-Hispanic"
+    ],
+    "RemovedTeeth": [
+      "1 to 5",
+      "6 or more, but not all",
+      "All",
+      "None of them"
+    ],
+    "Sex": [
+      "Female",
+      "Male"
+    ],
+    "SkinCancer": [
+      "No",
+      "Yes"
+    ],
+    "SmokerStatus": [
+      "Current smoker - now smokes every day",
+      "Current smoker - now smokes some days",
+      "Former smoker",
+      "Never smoked"
+    ],
+    "Smoking": [
+      "No",
+      "Yes"
+    ],
+    "State": [
+      "Alabama",
+      "Alaska",
+      "Arizona",
+      "Arkansas",
+      "California",
+      "Colorado",
+      "Connecticut",
+      "Delaware",
+      "District of Columbia",
+      "Florida",
+      "Georgia",
+      "Guam",
+      "Hawaii",
+      "Idaho",
+      "Illinois",
+      "Indiana",
+      "Iowa",
+      "Kansas",
+      "Kentucky",
+      "Louisiana",
+      "Maine",
+      "Maryland",
+      "Massachusetts",
+      "Michigan",
+      "Minnesota",
+      "Mississippi",
+      "Missouri",
+      "Montana",
+      "Nebraska",
+      "Nevada",
+      "New Hampshire",
+      "New Jersey",
+      "New Mexico",
+      "New York",
+      "North Carolina",
+      "North Dakota",
+      "Ohio",
+      "Oklahoma",
+      "Oregon",
+      "Pennsylvania",
+      "Puerto Rico",
+      "Rhode Island",
+      "South Carolina",
+      "South Dakota",
+      "Tennessee",
+      "Texas",
+      "Utah",
+      "Vermont",
+      "Virgin Islands",
+      "Virginia",
+      "Washington",
+      "West Virginia",
+      "Wisconsin",
+      "Wyoming"
+    ],
+    "Stroke": [
+      "No",
+      "Yes"
+    ],
+    "TetanusLast10Tdap": [
+      "No, did not receive any tetanus shot in the past 10 years",
+      "Yes, received Tdap",
+      "Yes, received tetanus shot but not sure what type",
+      "Yes, received tetanus shot, but not Tdap"
+    ]
+  }
+}
diff --git a/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_007/test_current.csv b/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_007/test_current.csv
index e8d3c5108cf4461eff6a5c50e8880bbe6324db7b..770474c9dc8a1259737516ca486694e739479ea8 100644
--- a/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_007/test_current.csv
+++ b/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_007/test_current.csv
@@ -1,16 +1,16 @@
-HeartDisease,BMI,Smoking,AlcoholDrinking,Stroke,PhysicalHealth,MentalHealth,DiffWalking,Sex,AgeCategory,Race,Diabetic,PhysicalActivity,GenHealth,SleepTime,Asthma,KidneyDisease,SkinCancer,State,GeneralHealth,PhysicalHealthDays,MentalHealthDays,LastCheckupTime,PhysicalActivities,SleepHours,RemovedTeeth,HadHeartAttack,HadAngina,HadStroke,HadAsthma,HadSkinCancer,HadCOPD,HadDepressiveDisorder,HadKidneyDisease,HadArthritis,HadDiabetes,DeafOrHardOfHearing,BlindOrVisionDifficulty,DifficultyConcentrating,DifficultyWalking,DifficultyDressingBathing,DifficultyErrands,SmokerStatus,ECigaretteUsage,ChestScan,RaceEthnicityCategory,HeightInMeters,WeightInKilograms,AlcoholDrinkers,HIVTesting,FluVaxLast12,PneumoVaxEver,TetanusLast10Tdap,HighRiskLastYear,CovidPos
-,,,,,,,,Female,Age 35 to 39,,,,,,,,,Texas,Very good,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,No,No,,,,,,,,,,Hispanic,,,,,,,,,
-,25.1,,,,,,,Male,Age 80 or older,,,,,,,,,Texas,Very good,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,9.0,1 to 5,No,No,No,No,Yes,No,No,Yes,Yes,No,Yes,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.8,81.65,Yes,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
-,22.81,,,,,,,Male,Age 65 to 69,,,,,,,,,Texas,Very good,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,9.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,Yes,No,No,No,Yes,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.73,68.04,Yes,No,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-,21.11,,,,,,,Male,Age 40 to 44,,,,,,,,,Texas,Very good,0.0,5.0,5 or more years ago,Yes,6.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.85,72.57,Yes,No,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-,32.28,,,,,,,Female,Age 45 to 49,,,,,,,,,Texas,Very good,0.0,5.0,Within past year (anytime less than 12 months ago),No,5.0,None of them,No,No,No,Yes,No,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.68,90.72,Yes,No,No,No,"Yes, received tetanus shot, but not Tdap",No,No
-,27.44,,,,,,,Female,Age 80 or older,,,,,,,,,Texas,Very good,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,All,No,No,No,Yes,No,Yes,No,No,Yes,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.57,68.04,No,Yes,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
-,33.96,,,,,,,Female,Age 50 to 54,,,,,,,,,Texas,Very good,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"Black only, Non-Hispanic",1.75,104.33,No,No,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
-,17.36,,,,,,,Female,Age 65 to 69,,,,,,,,,Texas,Very good,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.6,44.45,No,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
-,27.44,,,,,,,Female,Age 30 to 34,,,,,,,,,Texas,Very good,2.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.68,77.11,Yes,Yes,No,No,"Yes, received tetanus shot, but not Tdap",No,Yes
-,21.58,,,,,,,Female,Age 80 or older,,,,,,,,,Texas,Very good,0.0,2.0,Within past year (anytime less than 12 months ago),No,8.0,1 to 5,No,No,No,No,Yes,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.57,53.52,Yes,No,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,Yes
-,24.87,,,,,,,Female,Age 65 to 69,,,,,,,,,Texas,Very good,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,5.0,None of them,Yes,No,No,No,Yes,No,No,No,Yes,No,No,No,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.57,61.69,Yes,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-,33.66,,,,,,,Female,Age 40 to 44,,,,,,,,,Texas,Very good,1.0,2.0,Within past year (anytime less than 12 months ago),No,8.0,None of them,No,No,No,Yes,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Not at all (right now),No,"White only, Non-Hispanic",1.6,86.18,Yes,,Yes,No,"Yes, received Tdap",No,Yes
-,24.69,,,,,,,Female,Age 45 to 49,,,,,,,,,Texas,Very good,2.0,15.0,Within past year (anytime less than 12 months ago),Yes,6.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.57,61.23,Yes,Yes,Yes,No,"Yes, received Tdap",Yes,Yes
-,33.0,,,,,,,Male,Age 35 to 39,,,,,,,,,Texas,Very good,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,Yes,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.78,104.33,Yes,Yes,No,No,"Yes, received Tdap",No,No
-,28.71,,,,,,,Male,Age 55 to 59,,,,,,,,,Texas,Very good,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,Hispanic,1.69,82.0,Yes,Yes,No,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
+HeartDisease,BMI,Smoking,AlcoholDrinking,Stroke,PhysicalHealth,MentalHealth,DiffWalking,Sex,AgeCategory,Race,Diabetic,PhysicalActivity,SleepTime,Asthma,KidneyDisease,SkinCancer,State,GeneralHealth,PhysicalHealthDays,MentalHealthDays,LastCheckupTime,PhysicalActivities,SleepHours,RemovedTeeth,HadHeartAttack,HadAngina,HadStroke,HadAsthma,HadSkinCancer,HadCOPD,HadDepressiveDisorder,HadKidneyDisease,HadArthritis,HadDiabetes,DeafOrHardOfHearing,BlindOrVisionDifficulty,DifficultyConcentrating,DifficultyWalking,DifficultyDressingBathing,DifficultyErrands,SmokerStatus,ECigaretteUsage,ChestScan,RaceEthnicityCategory,HeightInMeters,WeightInKilograms,AlcoholDrinkers,HIVTesting,FluVaxLast12,PneumoVaxEver,TetanusLast10Tdap,HighRiskLastYear,CovidPos
+,,,,,,,,Female,Age 35 to 39,,,,,,,,Texas,Very good,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,No,No,,,,,,,,,,Hispanic,,,,,,,,,
+,25.1,,,,,,,Male,Age 80 or older,,,,,,,,Texas,Very good,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,9.0,1 to 5,No,No,No,No,Yes,No,No,Yes,Yes,No,Yes,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.8,81.65,Yes,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
+,22.81,,,,,,,Male,Age 65 to 69,,,,,,,,Texas,Very good,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,9.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,Yes,No,No,No,Yes,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.73,68.04,Yes,No,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+,21.11,,,,,,,Male,Age 40 to 44,,,,,,,,Texas,Very good,0.0,5.0,5 or more years ago,Yes,6.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.85,72.57,Yes,No,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+,32.28,,,,,,,Female,Age 45 to 49,,,,,,,,Texas,Very good,0.0,5.0,Within past year (anytime less than 12 months ago),No,5.0,None of them,No,No,No,Yes,No,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.68,90.72,Yes,No,No,No,"Yes, received tetanus shot, but not Tdap",No,No
+,27.44,,,,,,,Female,Age 80 or older,,,,,,,,Texas,Very good,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,All,No,No,No,Yes,No,Yes,No,No,Yes,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.57,68.04,No,Yes,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
+,33.96,,,,,,,Female,Age 50 to 54,,,,,,,,Texas,Very good,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"Black only, Non-Hispanic",1.75,104.33,No,No,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
+,17.36,,,,,,,Female,Age 65 to 69,,,,,,,,Texas,Very good,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.6,44.45,No,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
+,27.44,,,,,,,Female,Age 30 to 34,,,,,,,,Texas,Very good,2.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.68,77.11,Yes,Yes,No,No,"Yes, received tetanus shot, but not Tdap",No,Yes
+,21.58,,,,,,,Female,Age 80 or older,,,,,,,,Texas,Very good,0.0,2.0,Within past year (anytime less than 12 months ago),No,8.0,1 to 5,No,No,No,No,Yes,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.57,53.52,Yes,No,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,Yes
+,24.87,,,,,,,Female,Age 65 to 69,,,,,,,,Texas,Very good,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,5.0,None of them,Yes,No,No,No,Yes,No,No,No,Yes,No,No,No,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.57,61.69,Yes,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+,33.66,,,,,,,Female,Age 40 to 44,,,,,,,,Texas,Very good,1.0,2.0,Within past year (anytime less than 12 months ago),No,8.0,None of them,No,No,No,Yes,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Not at all (right now),No,"White only, Non-Hispanic",1.6,86.18,Yes,,Yes,No,"Yes, received Tdap",No,Yes
+,24.69,,,,,,,Female,Age 45 to 49,,,,,,,,Texas,Very good,2.0,15.0,Within past year (anytime less than 12 months ago),Yes,6.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.57,61.23,Yes,Yes,Yes,No,"Yes, received Tdap",Yes,Yes
+,33.0,,,,,,,Male,Age 35 to 39,,,,,,,,Texas,Very good,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,Yes,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.78,104.33,Yes,Yes,No,No,"Yes, received Tdap",No,No
+,28.71,,,,,,,Male,Age 55 to 59,,,,,,,,Texas,Very good,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,Hispanic,1.69,82.0,Yes,Yes,No,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
diff --git a/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_008/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_008_current.json b/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_008/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_008_current.json
index 7ca08e3b347d9b1450b95daeee72e8da1b4c2aca..03ac479954debff5f3102052e8a4389e6c23510f 100644
--- a/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_008/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_008_current.json
+++ b/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_008/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_008_current.json
@@ -1,12049 +1,11852 @@
 {
-    "id": "008",
-    "task_type": "B4",
-    "subtask_type": "filter",
-    "perspective": "data_holder",
-    "dataset_name": "Indicators of Heart Disease (2022 UPDATE)",
-    "table_path": "output/medical/classification/Indicators of Heart Disease (2022 UPDATE)_B4/Indicators of Heart Disease (2022 UPDATE)_B4_008/test.csv",
-    "query": "From the dataset of past survey responses I provided, I need to flag individuals with BMI over 30 who nevertheless report excellent general health in the NEW batch of data. These cases might reveal interesting insights about body positivity or alternative health metrics.",
-    "meta_info": {
-        "domain": "medical"
+  "id": "008",
+  "task_type": "B4",
+  "subtask_type": "filter",
+  "perspective": "data_holder",
+  "dataset_name": "Indicators of Heart Disease (2022 UPDATE)",
+  "table_path": "output/medical/classification/Indicators of Heart Disease (2022 UPDATE)_B4/Indicators of Heart Disease (2022 UPDATE)_B4_008/test.csv",
+  "query": "From the dataset of past survey responses I provided, I need to flag individuals with BMI over 30 who nevertheless report excellent general health in the NEW batch of data. These cases might reveal interesting insights about body positivity or alternative health metrics.",
+  "meta_info": {
+    "domain": "medical"
+  },
+  "final_decision": {},
+  "what_if": {},
+  "ground_truth": {
+    "extracted_features": [
+      {
+        "scenario_id": "001",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 25.82,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 80 or older",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Utah",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "Yes",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "Yes",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.68,
+          "WeightInKilograms": 72.57,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "002",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 21.79,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 45 to 49",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Virginia",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 7.0,
+          "MentalHealthDays": 3.0,
+          "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 4.0,
+          "RemovedTeeth": "All",
+          "HadHeartAttack": "Yes",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "Yes",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes some days",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.68,
+          "WeightInKilograms": 61.23,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "004",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 23.4,
+          "Smoking": "No",
+          "AlcoholDrinking": "Yes",
+          "Stroke": "No",
+          "PhysicalHealth": 15.0,
+          "MentalHealth": 20.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "18-24",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "005",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 29.76,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 2.0,
+          "MentalHealth": 8.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "35-39",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 6.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "007",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 33.45,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 80 or older",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Georgia",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 3.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "Yes",
+          "HadAngina": "Yes",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.73,
+          "WeightInKilograms": 99.79,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "009",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 19.53,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 60 to 64",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Florida",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.8,
+          "WeightInKilograms": 63.5,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "010",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 30.99,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "45-49",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "No",
+          "SleepTime": 10.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "013",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 25.32,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "55-59",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "014",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 27.46,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 45 to 49",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Illinois",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 3.0,
+          "MentalHealthDays": 6.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes some days",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.63,
+          "WeightInKilograms": 72.57,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "016",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 27.46,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 25 to 29",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Washington",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.63,
+          "WeightInKilograms": 72.57,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "017",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 48.81,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 55 to 59",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Arkansas",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 15.0,
+          "MentalHealthDays": 20.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.8,
+          "WeightInKilograms": 158.76,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "018",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 29.53,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Nebraska",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes every day",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.75,
+          "WeightInKilograms": 90.72,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "019",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 25.4,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 25 to 29",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Washington",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.75,
+          "WeightInKilograms": 78.02,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Tested positive using home test without a health professional"
+        }
+      },
+      {
+        "scenario_id": "023",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 29.21,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 3.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "70-74",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 9.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "025",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 26.63,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 30 to 34",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "South Carolina",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 2.0,
+          "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.7,
+          "WeightInKilograms": 77.11,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Tested positive using home test without a health professional"
+        }
+      },
+      {
+        "scenario_id": "036",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 24.03,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 18 to 24",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Puerto Rico",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Hispanic",
+          "HeightInMeters": 1.5,
+          "WeightInKilograms": 53.98,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "038",
+        "features": {
+          "HeartDisease": null,
+          "BMI": null,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 40 to 44",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Hawaii",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 8.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "040",
+        "features": {
+          "HeartDisease": null,
+          "BMI": null,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 60 to 64",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Utah",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 14.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.65,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "042",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 27.8,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 30 to 34",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "New York",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 5.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.83,
+          "WeightInKilograms": 92.99,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "043",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 34.06,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "50-54",
+          "Race": "Hispanic",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "046",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 38.1,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 1.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "35-39",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 5.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "048",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 31.53,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 30.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "Yes",
+          "Sex": "Female",
+          "AgeCategory": "80 or older",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "No",
+          "SleepTime": 6.0,
+          "Asthma": "Yes",
+          "KidneyDisease": "Yes",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "050",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 30.23,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 55 to 59",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Delaware",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": null,
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.55,
+          "WeightInKilograms": 72.57,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": null,
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "052",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 31.89,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 4.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "60-64",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "053",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 32.01,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 60 to 64",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Tennessee",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": 1.57,
+          "WeightInKilograms": 79.38,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "055",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 28.0,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 30.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "65-69",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "Yes",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "058",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 22.25,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 2.0,
+          "MentalHealth": 2.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "18-24",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "Yes",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "060",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 17.33,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "65-69",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "063",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 34.17,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 25 to 29",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Texas",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 2.0,
+          "MentalHealthDays": 9.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.8,
+          "WeightInKilograms": 111.13,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "065",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 26.61,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 70 to 74",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "New York",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 30.0,
+          "MentalHealthDays": 30.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "Yes",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.73,
+          "WeightInKilograms": 79.38,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "067",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 32.61,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 5.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "35-39",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 6.0,
+          "Asthma": "Yes",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "071",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 22.6,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 80 or older",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Wyoming",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "Yes",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "Yes",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.68,
+          "WeightInKilograms": 63.5,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "076",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 27.26,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 18 to 24",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Missouri",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 2.0,
+          "LastCheckupTime": "5 or more years ago",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Use them every day",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.78,
+          "WeightInKilograms": 86.18,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "078",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 22.6,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 70 to 74",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Kansas",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 2.0,
+          "MentalHealthDays": 2.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.68,
+          "WeightInKilograms": 63.5,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "081",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 37.11,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 40 to 44",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "California",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Hispanic",
+          "HeightInMeters": 1.52,
+          "WeightInKilograms": 86.18,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "082",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 26.29,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "60-64",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "091",
+        "features": {
+          "HeartDisease": null,
+          "BMI": null,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Ohio",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 2.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.8,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "096",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 34.3,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 40 to 44",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Oregon",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.85,
+          "WeightInKilograms": 117.93,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "097",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 23.67,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 3.0,
+          "MentalHealth": 2.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "18-24",
+          "Race": "Black",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 6.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "099",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 25.06,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 55 to 59",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Oregon",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "Yes",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No, pre-diabetes or borderline diabetes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.7,
+          "WeightInKilograms": 72.57,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "102",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 31.46,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 3.0,
+          "MentalHealth": 20.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "65-69",
+          "Race": "Black",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "103",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 26.54,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 80 or older",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Tennessee",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "All",
+          "HadHeartAttack": "Yes",
+          "HadAngina": "Yes",
+          "HadStroke": "Yes",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "Yes",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "Yes",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.78,
+          "WeightInKilograms": 83.91,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "105",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 27.89,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 25 to 29",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Colorado",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "5 or more years ago",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Hispanic",
+          "HeightInMeters": 1.8,
+          "WeightInKilograms": 90.72,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "106",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 29.76,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 1.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "55-59",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "Yes",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "110",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 26.61,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "80 or older",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 15.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "Yes",
+          "State": null,
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "112",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 32.28,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 80 or older",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Missouri",
+          "GeneralHealth": "Poor",
+          "PhysicalHealthDays": 30.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "No",
+          "HadAngina": "Yes",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "Yes",
+          "HadCOPD": "Yes",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.68,
+          "WeightInKilograms": 90.72,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "114",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 20.78,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 5.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "30-34",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "118",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 31.64,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 18 to 24",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Utah",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 10.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 9.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "Yes, but only during pregnancy (female)",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Use them some days",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "Hispanic",
+          "HeightInMeters": 1.52,
+          "WeightInKilograms": 73.48,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "123",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 30.45,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "65-69",
+          "Race": "White",
+          "Diabetic": "Yes",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "Yes",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "133",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 34.21,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 3.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "35-39",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 5.0,
+          "Asthma": "Yes",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "137",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 37.79,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 55 to 59",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Maine",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 20.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 10.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes every day",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.55,
+          "WeightInKilograms": 90.72,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": null,
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Tested positive using home test without a health professional"
+        }
+      },
+      {
+        "scenario_id": "138",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 20.34,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 80 or older",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Kansas",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "All",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.83,
+          "WeightInKilograms": 68.04,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "146",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 28.75,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 18 to 24",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Ohio",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.83,
+          "WeightInKilograms": 96.16,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "151",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 15.04,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 30 to 34",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "California",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "Other race only, Non-Hispanic",
+          "HeightInMeters": 1.65,
+          "WeightInKilograms": 41.0,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "152",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 30.54,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 14.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "50-54",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "No",
+          "SleepTime": 6.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "157",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 25.39,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 55 to 59",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "California",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 30.0,
+          "MentalHealthDays": 4.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.73,
+          "WeightInKilograms": 75.75,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "160",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 32.32,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 50 to 54",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Illinois",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.85,
+          "WeightInKilograms": 111.13,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "162",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 19.26,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "50-54",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 6.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "163",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 36.49,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 40 to 44",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Arkansas",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Black only, Non-Hispanic",
+          "HeightInMeters": 1.73,
+          "WeightInKilograms": 108.86,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "164",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 21.02,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 55 to 59",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Iowa",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 7.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes every day",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "Black only, Non-Hispanic",
+          "HeightInMeters": 1.83,
+          "WeightInKilograms": 70.31,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "165",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 19.47,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 55 to 59",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Georgia",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 1.0,
+          "MentalHealthDays": 2.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Multiracial, Non-Hispanic",
+          "HeightInMeters": 1.65,
+          "WeightInKilograms": 53.07,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "167",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 35.24,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 25 to 29",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Colorado",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 7.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.7,
+          "WeightInKilograms": 102.06,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "173",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 17.72,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 50 to 54",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Colorado",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 1.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Other race only, Non-Hispanic",
+          "HeightInMeters": 1.75,
+          "WeightInKilograms": 54.43,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "174",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 24.54,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 60 to 64",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Colorado",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 20.0,
+          "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "Yes",
+          "SmokerStatus": "Current smoker - now smokes every day",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.85,
+          "WeightInKilograms": 84.37,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "180",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 27.57,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 80 or older",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Nebraska",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 10.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "Yes",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "Yes",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No, pre-diabetes or borderline diabetes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.7,
+          "WeightInKilograms": 79.83,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "184",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 27.5,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "55-59",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 5.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "Yes",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "187",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 22.22,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 14.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "45-49",
+          "Race": "American Indian/Alaskan Native",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "192",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 24.96,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 18 to 24",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Minnesota",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 14.0,
+          "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Black only, Non-Hispanic",
+          "HeightInMeters": 1.65,
+          "WeightInKilograms": 68.04,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "195",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 22.24,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Ohio",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.78,
+          "WeightInKilograms": 70.31,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "196",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 23.91,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 1.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "40-44",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "Yes",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "197",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 38.74,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 70 to 74",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Ohio",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 3.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "Yes",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.68,
+          "WeightInKilograms": 108.86,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "198",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 26.26,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "70-74",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "200",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 24.59,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 60 to 64",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Illinois",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 4.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Other race only, Non-Hispanic",
+          "HeightInMeters": 1.7,
+          "WeightInKilograms": 71.21,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "202",
+        "features": {
+          "HeartDisease": "Yes",
+          "BMI": 24.37,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "75-79",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "Yes",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "203",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 36.26,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 50 to 54",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Georgia",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 10.0,
+          "MentalHealthDays": 5.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.8,
+          "WeightInKilograms": 117.93,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "207",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 28.06,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 75 to 79",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Wisconsin",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 3.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "Yes",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.75,
+          "WeightInKilograms": 86.18,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "209",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 30.29,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 45 to 49",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Indiana",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 1.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.65,
+          "WeightInKilograms": 82.55,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "211",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 24.59,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 5.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "55-59",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 6.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "212",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 30.34,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 80 or older",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Kansas",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "Yes",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Use them some days",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": 1.85,
+          "WeightInKilograms": 104.33,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "217",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 32.55,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 60 to 64",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Nevada",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 2.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 5.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.83,
+          "WeightInKilograms": 108.86,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "219",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 33.2,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 21.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "65-69",
+          "Race": "American Indian/Alaskan Native",
+          "Diabetic": "Yes",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 6.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "220",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 30.9,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 30 to 34",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Indiana",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 2.0,
+          "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.63,
+          "WeightInKilograms": 81.65,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "224",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 21.95,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 70 to 74",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Florida",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.57,
+          "WeightInKilograms": 54.43,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "234",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 31.66,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 70 to 74",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Ohio",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "Yes",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.85,
+          "WeightInKilograms": 108.86,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "237",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 26.58,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 50 to 54",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Virginia",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 3.0,
+          "MentalHealthDays": 20.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.75,
+          "WeightInKilograms": 81.65,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "238",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 22.81,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 25 to 29",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Oklahoma",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Other race only, Non-Hispanic",
+          "HeightInMeters": 1.73,
+          "WeightInKilograms": 68.04,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": null,
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "241",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 36.81,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 80 or older",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Florida",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 30.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "All",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "Yes",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "Yes",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "Yes",
+          "DifficultyErrands": "Yes",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.7,
+          "WeightInKilograms": 106.59,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "242",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 26.57,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "South Dakota",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "Yes",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.6,
+          "WeightInKilograms": 68.04,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Tested positive using home test without a health professional"
+        }
+      },
+      {
+        "scenario_id": "243",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 23.05,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 75 to 79",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Nebraska",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 9.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "Yes",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No, pre-diabetes or borderline diabetes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.55,
+          "WeightInKilograms": 55.34,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "245",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 29.6,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "45-49",
+          "Race": "Hispanic",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 9.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "246",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 20.6,
+          "Smoking": "No",
+          "AlcoholDrinking": "Yes",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 30.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "40-44",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 9.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "250",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 35.88,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 50 to 54",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Florida",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 7.0,
+          "MentalHealthDays": 10.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "Yes",
+          "HadAngina": "Yes",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Use them some days",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.73,
+          "WeightInKilograms": 107.05,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "251",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 21.63,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 75 to 79",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Wisconsin",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 1.0,
+          "MentalHealthDays": 1.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes every day",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "Hispanic",
+          "HeightInMeters": 1.65,
+          "WeightInKilograms": 58.97,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "252",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 24.33,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "60-64",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 6.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "253",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 30.68,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "65-69",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 5.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "254",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 29.53,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 50 to 54",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Ohio",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.88,
+          "WeightInKilograms": 104.33,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "257",
+        "features": {
+          "HeartDisease": null,
+          "BMI": null,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 75 to 79",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Indiana",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": "Other race only, Non-Hispanic",
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "258",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 32.78,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 35 to 39",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "South Dakota",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.8,
+          "WeightInKilograms": 106.59,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "259",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 21.13,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 70 to 74",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "District of Columbia",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "Black only, Non-Hispanic",
+          "HeightInMeters": 1.65,
+          "WeightInKilograms": 57.61,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "261",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 15.96,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 30.0,
+          "MentalHealth": 15.0,
+          "DiffWalking": "Yes",
+          "Sex": "Female",
+          "AgeCategory": "70-74",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "No",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Poor",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "266",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 21.95,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": null,
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "New Mexico",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 7.0,
+          "LastCheckupTime": "5 or more years ago",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "Yes",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": 1.57,
+          "WeightInKilograms": 54.43,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "267",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 21.7,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 5.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "18-24",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "268",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 30.79,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 75 to 79",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Maine",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 9.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "Yes",
+          "HadAngina": "Yes",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "Yes",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "Yes, but only during pregnancy (female)",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "Yes",
+          "SmokerStatus": "Current smoker - now smokes every day",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.65,
+          "WeightInKilograms": 83.91,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "269",
+        "features": {
+          "HeartDisease": "Yes",
+          "BMI": 20.54,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "80 or older",
+          "Race": "Asian",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "Yes",
+          "KidneyDisease": "No",
+          "SkinCancer": "Yes",
+          "State": null,
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "270",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 34.54,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 55 to 59",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "North Carolina",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 10.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "Black only, Non-Hispanic",
+          "HeightInMeters": 1.6,
+          "WeightInKilograms": 88.45,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "271",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 32.69,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 55 to 59",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Wisconsin",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "Yes",
+          "HadAngina": "Yes",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes every day",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.73,
+          "WeightInKilograms": 97.52,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "272",
+        "features": {
+          "HeartDisease": null,
+          "BMI": null,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 60 to 64",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Minnesota",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": 1.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 4.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.6,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "273",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 27.8,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 25 to 29",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Arkansas",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.83,
+          "WeightInKilograms": 92.99,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "279",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 21.63,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "30-34",
+          "Race": "Hispanic",
+          "Diabetic": "No",
+          "PhysicalActivity": "No",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "281",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 29.29,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 75 to 79",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Massachusetts",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 8.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 5.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "Yes",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.52,
+          "WeightInKilograms": 68.04,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "284",
+        "features": {
+          "HeartDisease": "Yes",
+          "BMI": 27.88,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "75-79",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 9.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "Yes",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "289",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 31.89,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 2.0,
+          "MentalHealth": 5.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "60-64",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 6.0,
+          "Asthma": "Yes",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "294",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 28.07,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 35 to 39",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Ohio",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Black only, Non-Hispanic",
+          "HeightInMeters": 1.83,
+          "WeightInKilograms": 93.89,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": null,
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "295",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 32.26,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 30 to 34",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Texas",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 7.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "Yes",
+          "DifficultyErrands": "Yes",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "Hispanic",
+          "HeightInMeters": 1.7,
+          "WeightInKilograms": 93.44,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "296",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 26.54,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 50 to 54",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Mississippi",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "Yes",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes every day",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.78,
+          "WeightInKilograms": 83.91,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "300",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 31.01,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 80 or older",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "New Hampshire",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 9.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "Yes",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.75,
+          "WeightInKilograms": 95.25,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "301",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 15.81,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Florida",
+          "GeneralHealth": "Poor",
+          "PhysicalHealthDays": 30.0,
+          "MentalHealthDays": 14.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "Yes",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "Yes",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "Yes",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "Black only, Non-Hispanic",
+          "HeightInMeters": 1.65,
+          "WeightInKilograms": 43.09,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "302",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 25.1,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 18 to 24",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "New Jersey",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 1.0,
+          "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.75,
+          "WeightInKilograms": 77.11,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "306",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 34.75,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 55 to 59",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Ohio",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.57,
+          "WeightInKilograms": 86.18,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "307",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 25.77,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 70 to 74",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Louisiana",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 30.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 10.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "Yes",
+          "HadAsthma": "No",
+          "HadSkinCancer": "Yes",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "Yes",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.83,
+          "WeightInKilograms": 86.18,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "308",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 28.75,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "Yes",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 2.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "50-54",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 5.0,
+          "Asthma": "No",
+          "KidneyDisease": "Yes",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "310",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 30.9,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 18 to 24",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Indiana",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "Yes",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Black only, Non-Hispanic",
+          "HeightInMeters": 1.63,
+          "WeightInKilograms": 81.65,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "314",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 46.59,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 40 to 44",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "West Virginia",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Use them every day",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.65,
+          "WeightInKilograms": 127.01,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "315",
+        "features": {
+          "HeartDisease": null,
+          "BMI": null,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 40 to 44",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Washington",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "5 or more years ago",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Hispanic",
+          "HeightInMeters": null,
+          "WeightInKilograms": 81.65,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "316",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 30.85,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "Yes",
+          "Sex": "Male",
+          "AgeCategory": "65-69",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "318",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 25.54,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 5.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "60-64",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "No",
+          "SleepTime": 6.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "319",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 20.6,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "30-34",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "320",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 29.57,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 30.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "Yes",
+          "Sex": "Female",
+          "AgeCategory": "75-79",
+          "Race": "White",
+          "Diabetic": "Yes",
+          "PhysicalActivity": "No",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Poor",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "324",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 20.98,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Washington",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "5 or more years ago",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "All",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes some days",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.68,
+          "WeightInKilograms": 58.97,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "325",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 40.62,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 30.0,
+          "DiffWalking": "Yes",
+          "Sex": "Female",
+          "AgeCategory": "45-49",
+          "Race": "Other",
+          "Diabetic": "Yes",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 4.0,
+          "Asthma": "Yes",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "326",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 33.91,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 45 to 49",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Indiana",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 5.0,
+          "MentalHealthDays": 3.0,
+          "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.83,
+          "WeightInKilograms": 113.4,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "329",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 27.27,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "50-54",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "338",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 28.7,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 60 to 64",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Ohio",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 2.0,
+          "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "Yes",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.78,
+          "WeightInKilograms": 90.72,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "339",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 32.45,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 30 to 34",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Texas",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 7.0,
+          "MentalHealthDays": 30.0,
+          "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 5.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "Yes",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes every day",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.65,
+          "WeightInKilograms": 88.45,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "340",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 30.13,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 80 or older",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "South Dakota",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 30.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 4.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "Yes",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "Yes",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.78,
+          "WeightInKilograms": 95.25,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "341",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 37.68,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 5.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "50-54",
+          "Race": "Black",
+          "Diabetic": "No",
+          "PhysicalActivity": "No",
+          "SleepTime": 6.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "343",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 30.54,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 45 to 49",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "California",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "Other race only, Non-Hispanic",
+          "HeightInMeters": 1.57,
+          "WeightInKilograms": 75.75,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "345",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 26.64,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "New Hampshire",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.8,
+          "WeightInKilograms": 86.64,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "350",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 29.18,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 45 to 49",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Nebraska",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 3.0,
+          "MentalHealthDays": 3.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.63,
+          "WeightInKilograms": 77.11,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "351",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 24.96,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 60 to 64",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Washington",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.65,
+          "WeightInKilograms": 68.04,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "353",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 26.61,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 75 to 79",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Delaware",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "Yes",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.73,
+          "WeightInKilograms": 79.38,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Tested positive using home test without a health professional"
+        }
+      },
+      {
+        "scenario_id": "357",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 20.51,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 18 to 24",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Nebraska",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "5 or more years ago",
+          "PhysicalActivities": "No",
+          "SleepHours": 9.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Other race only, Non-Hispanic",
+          "HeightInMeters": 1.52,
+          "WeightInKilograms": 47.63,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "361",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 33.64,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Maryland",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 13.0,
+          "MentalHealthDays": 12.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 9.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "Yes",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "Yes",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.63,
+          "WeightInKilograms": 88.9,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "362",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 29.13,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 70 to 74",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Maine",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 9.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "Yes",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.78,
+          "WeightInKilograms": 92.08,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "366",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 35.67,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 35 to 39",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "New York",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 3.0,
+          "MentalHealthDays": 5.0,
+          "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 5.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "Yes, but only during pregnancy (female)",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.68,
+          "WeightInKilograms": 100.24,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "368",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 43.24,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 60 to 64",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "New Mexico",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 5.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "Other race only, Non-Hispanic",
+          "HeightInMeters": 1.8,
+          "WeightInKilograms": 140.61,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": null,
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "369",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 18.36,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 30 to 34",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "West Virginia",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes every day",
+          "ECigaretteUsage": "Use them some days",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.52,
+          "WeightInKilograms": 42.64,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "372",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 21.79,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 30 to 34",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Colorado",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 2.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.68,
+          "WeightInKilograms": 61.23,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "373",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 34.96,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 25 to 29",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Alabama",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 2.0,
+          "MentalHealthDays": 15.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "Yes",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.85,
+          "WeightInKilograms": 120.2,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "381",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 31.32,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "55-59",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "383",
+        "features": {
+          "HeartDisease": "Yes",
+          "BMI": 43.76,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "Yes",
+          "PhysicalHealth": 15.0,
+          "MentalHealth": 30.0,
+          "DiffWalking": "Yes",
+          "Sex": "Male",
+          "AgeCategory": "70-74",
+          "Race": "White",
+          "Diabetic": "Yes",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "Yes",
+          "State": null,
+          "GeneralHealth": "Poor",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "385",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 21.03,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "30-34",
+          "Race": "Hispanic",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "390",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 23.26,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 80 or older",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Utah",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 1.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": null,
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.73,
+          "WeightInKilograms": 69.4,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": null,
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "394",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 22.15,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "60-64",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 6.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "395",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 28.12,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 75 to 79",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Louisiana",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 25.0,
+          "MentalHealthDays": 10.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 10.0,
+          "RemovedTeeth": null,
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "Yes",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.65,
+          "WeightInKilograms": 76.66,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "397",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 34.87,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 45 to 49",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Ohio",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 20.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 3.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "Yes",
+          "DifficultyErrands": "Yes",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.8,
+          "WeightInKilograms": 113.4,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "398",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 18.65,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 1.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "Yes",
+          "Sex": "Male",
+          "AgeCategory": "35-39",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "399",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 39.05,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 25 to 29",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Montana",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 2.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 5.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.8,
+          "WeightInKilograms": 127.01,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "403",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 27.4,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 18 to 24",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Utah",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 30.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Use them some days",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.55,
+          "WeightInKilograms": 65.77,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "406",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 39.89,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 45 to 49",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Utah",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 1.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "Yes",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "Yes",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "Yes",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "Hispanic",
+          "HeightInMeters": 1.8,
+          "WeightInKilograms": 129.73,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "410",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 19.94,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 5.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "70-74",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "412",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 46.59,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 60 to 64",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Alabama",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 15.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "Black only, Non-Hispanic",
+          "HeightInMeters": 1.65,
+          "WeightInKilograms": 127.01,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "413",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 27.09,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "South Carolina",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 4.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Hispanic",
+          "HeightInMeters": 1.88,
+          "WeightInKilograms": 95.71,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "416",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 31.53,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "50-54",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 6.0,
+          "Asthma": "Yes",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "419",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 36.18,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "40-44",
+          "Race": "Hispanic",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 9.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "424",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 27.89,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Oklahoma",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "Yes",
+          "DifficultyErrands": "Yes",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.8,
+          "WeightInKilograms": 90.72,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "428",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 25.8,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 75 to 79",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Michigan",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "Yes",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.8,
+          "WeightInKilograms": 83.91,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "429",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 37.12,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 60 to 64",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "New Hampshire",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.68,
+          "WeightInKilograms": 104.33,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "430",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 26.52,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 70 to 74",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "New York",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.57,
+          "WeightInKilograms": 65.77,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "431",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 31.62,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "Yes",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "35-39",
+          "Race": "Other",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 10.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "433",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 23.03,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "Yes",
+          "PhysicalHealth": 2.0,
+          "MentalHealth": 3.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "80 or older",
+          "Race": "Black",
+          "Diabetic": "Yes (during pregnancy)",
+          "PhysicalActivity": "No",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "435",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 18.99,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 2.0,
+          "MentalHealth": 17.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "18-24",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "438",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 22.32,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 25 to 29",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Ohio",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 30.0,
+          "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 5.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes every day",
+          "ECigaretteUsage": "Use them some days",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Multiracial, Non-Hispanic",
+          "HeightInMeters": 1.8,
+          "WeightInKilograms": 72.57,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "Yes",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "441",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 24.41,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 25 to 29",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Wyoming",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 20.0,
+          "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "Yes",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.83,
+          "WeightInKilograms": 81.65,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "443",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 20.25,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 15.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "35-39",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "No",
+          "SleepTime": 5.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "444",
+        "features": {
+          "HeartDisease": "Yes",
+          "BMI": 38.74,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 30.0,
+          "MentalHealth": 15.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "70-74",
+          "Race": "White",
+          "Diabetic": "Yes",
+          "PhysicalActivity": "No",
+          "SleepTime": 9.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "445",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 34.7,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 55 to 59",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "New York",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 30.0,
+          "MentalHealthDays": 20.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 12.0,
+          "RemovedTeeth": "All",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.75,
+          "WeightInKilograms": 106.59,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "446",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 39.58,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 50 to 54",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Texas",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.85,
+          "WeightInKilograms": 136.08,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "450",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 29.85,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 65 to 69",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Maryland",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 9.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "Yes",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "Yes",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "Yes",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.55,
+          "WeightInKilograms": 71.67,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "451",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 22.14,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 5.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "Yes",
+          "Sex": "Female",
+          "AgeCategory": "30-34",
+          "Race": "Other",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "454",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 28.28,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 70 to 74",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Mississippi",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 9.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "Yes",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.5,
+          "WeightInKilograms": 63.5,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "457",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 26.39,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "35-39",
+          "Race": "Hispanic",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 8.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "459",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 41.6,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 55 to 59",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Puerto Rico",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 30.0,
+          "MentalHealthDays": 30.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 5.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "No",
+          "HadAngina": "Yes",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "Yes",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "Yes",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "Hispanic",
+          "HeightInMeters": 1.65,
+          "WeightInKilograms": 113.4,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "460",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 22.71,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 30 to 34",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Maine",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.7,
+          "WeightInKilograms": 65.77,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Tested positive using home test without a health professional"
+        }
+      },
+      {
+        "scenario_id": "461",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 21.46,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 80 or older",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Michigan",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "Yes, but only during pregnancy (female)",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.63,
+          "WeightInKilograms": 56.7,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "466",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 29.7,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 55 to 59",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Texas",
+          "GeneralHealth": "Fair",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": null,
+          "HadDepressiveDisorder": "Yes",
+          "HadKidneyDisease": "Yes",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "Yes",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.68,
+          "WeightInKilograms": 83.46,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "467",
+        "features": {
+          "HeartDisease": null,
+          "BMI": null,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 80 or older",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Iowa",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 10.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "No",
+          "HadAngina": "Yes",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.63,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "478",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 26.04,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 45 to 49",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "South Dakota",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "5 or more years ago",
+          "PhysicalActivities": "No",
+          "SleepHours": 3.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "Black only, Non-Hispanic",
+          "HeightInMeters": 1.83,
+          "WeightInKilograms": 87.09,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "479",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 25.85,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 70 to 74",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Georgia",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "Yes",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "Yes",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.73,
+          "WeightInKilograms": 77.11,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "480",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 32.23,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 70 to 74",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Maryland",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "Yes",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "Yes",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "Black only, Non-Hispanic",
+          "HeightInMeters": 1.88,
+          "WeightInKilograms": 113.85,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "483",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 28.32,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 70 to 74",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Indiana",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.52,
+          "WeightInKilograms": 65.77,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "485",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 26.11,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 45 to 49",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "New York",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 4.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 6.0,
+          "RemovedTeeth": "6 or more, but not all",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "Yes",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Not at all (right now)",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.78,
+          "WeightInKilograms": 82.55,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "487",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 24.21,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Female",
+          "AgeCategory": "70-74",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 6.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "488",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 23.99,
+          "Smoking": "Yes",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "35-39",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "489",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 22.24,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 80 or older",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "New Hampshire",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 3.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 7.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Former smoker",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.7,
+          "WeightInKilograms": 64.41,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "492",
+        "features": {
+          "HeartDisease": "No",
+          "BMI": 24.39,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 2.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "75-79",
+          "Race": "White",
+          "Diabetic": "No",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "493",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 30.04,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Male",
+          "AgeCategory": "Age 55 to 59",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Idaho",
+          "GeneralHealth": "Very good",
+          "PhysicalHealthDays": 2.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.63,
+          "WeightInKilograms": 79.38,
+          "AlcoholDrinkers": "No",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "No"
+        }
+      },
+      {
+        "scenario_id": "494",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 23.89,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 35 to 39",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "New Jersey",
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": 10.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "No",
+          "SleepHours": 5.0,
+          "RemovedTeeth": "None of them",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "No",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Current smoker - now smokes every day",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "Yes",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.68,
+          "WeightInKilograms": 67.13,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "Yes",
+          "FluVaxLast12": "Yes",
+          "PneumoVaxEver": "No",
+          "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      },
+      {
+        "scenario_id": "498",
+        "features": {
+          "HeartDisease": "Yes",
+          "BMI": 37.61,
+          "Smoking": "No",
+          "AlcoholDrinking": "No",
+          "Stroke": "No",
+          "PhysicalHealth": 0.0,
+          "MentalHealth": 0.0,
+          "DiffWalking": "No",
+          "Sex": "Male",
+          "AgeCategory": "60-64",
+          "Race": "White",
+          "Diabetic": "No, borderline diabetes",
+          "PhysicalActivity": "Yes",
+          "SleepTime": 7.0,
+          "Asthma": "No",
+          "KidneyDisease": "No",
+          "SkinCancer": "No",
+          "State": null,
+          "GeneralHealth": "Good",
+          "PhysicalHealthDays": null,
+          "MentalHealthDays": null,
+          "LastCheckupTime": null,
+          "PhysicalActivities": null,
+          "SleepHours": null,
+          "RemovedTeeth": null,
+          "HadHeartAttack": null,
+          "HadAngina": null,
+          "HadStroke": null,
+          "HadAsthma": null,
+          "HadSkinCancer": null,
+          "HadCOPD": null,
+          "HadDepressiveDisorder": null,
+          "HadKidneyDisease": null,
+          "HadArthritis": null,
+          "HadDiabetes": null,
+          "DeafOrHardOfHearing": null,
+          "BlindOrVisionDifficulty": null,
+          "DifficultyConcentrating": null,
+          "DifficultyWalking": null,
+          "DifficultyDressingBathing": null,
+          "DifficultyErrands": null,
+          "SmokerStatus": null,
+          "ECigaretteUsage": null,
+          "ChestScan": null,
+          "RaceEthnicityCategory": null,
+          "HeightInMeters": null,
+          "WeightInKilograms": null,
+          "AlcoholDrinkers": null,
+          "HIVTesting": null,
+          "FluVaxLast12": null,
+          "PneumoVaxEver": null,
+          "TetanusLast10Tdap": null,
+          "HighRiskLastYear": null,
+          "CovidPos": null
+        }
+      },
+      {
+        "scenario_id": "499",
+        "features": {
+          "HeartDisease": null,
+          "BMI": 30.42,
+          "Smoking": null,
+          "AlcoholDrinking": null,
+          "Stroke": null,
+          "PhysicalHealth": null,
+          "MentalHealth": null,
+          "DiffWalking": null,
+          "Sex": "Female",
+          "AgeCategory": "Age 80 or older",
+          "Race": null,
+          "Diabetic": null,
+          "PhysicalActivity": null,
+          "SleepTime": null,
+          "Asthma": null,
+          "KidneyDisease": null,
+          "SkinCancer": null,
+          "State": "Massachusetts",
+          "GeneralHealth": "Excellent",
+          "PhysicalHealthDays": 0.0,
+          "MentalHealthDays": 0.0,
+          "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
+          "PhysicalActivities": "Yes",
+          "SleepHours": 8.0,
+          "RemovedTeeth": "1 to 5",
+          "HadHeartAttack": "No",
+          "HadAngina": "No",
+          "HadStroke": "No",
+          "HadAsthma": "No",
+          "HadSkinCancer": "No",
+          "HadCOPD": "No",
+          "HadDepressiveDisorder": "No",
+          "HadKidneyDisease": "No",
+          "HadArthritis": "Yes",
+          "HadDiabetes": "No",
+          "DeafOrHardOfHearing": "No",
+          "BlindOrVisionDifficulty": "No",
+          "DifficultyConcentrating": "No",
+          "DifficultyWalking": "No",
+          "DifficultyDressingBathing": "No",
+          "DifficultyErrands": "No",
+          "SmokerStatus": "Never smoked",
+          "ECigaretteUsage": "Never used e-cigarettes in my entire life",
+          "ChestScan": "No",
+          "RaceEthnicityCategory": "White only, Non-Hispanic",
+          "HeightInMeters": 1.55,
+          "WeightInKilograms": 73.03,
+          "AlcoholDrinkers": "Yes",
+          "HIVTesting": "No",
+          "FluVaxLast12": "No",
+          "PneumoVaxEver": "Yes",
+          "TetanusLast10Tdap": "Yes, received Tdap",
+          "HighRiskLastYear": "No",
+          "CovidPos": "Yes"
+        }
+      }
+    ],
+    "target_column": "GeneralHealth",
+    "task_sub_type": "classification",
+    "ranking_ground_truth": {
+      "top_k_ids": [
+        "010",
+        "050",
+        "053",
+        "081",
+        "096",
+        "118",
+        "152",
+        "160",
+        "163",
+        "220",
+        "270",
+        "300",
+        "306",
+        "310",
+        "399",
+        "416",
+        "480",
+        "499"
+      ]
     },
-    "final_decision": {},
-    "what_if": {},
-    "ground_truth": {
-        "extracted_features": [
-            {
-                "scenario_id": "001",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 25.82,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 80 or older",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Utah",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "Yes",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "Yes",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.68,
-                    "WeightInKilograms": 72.57,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "002",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 21.79,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 45 to 49",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Virginia",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 7.0,
-                    "MentalHealthDays": 3.0,
-                    "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 4.0,
-                    "RemovedTeeth": "All",
-                    "HadHeartAttack": "Yes",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "Yes",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes some days",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.68,
-                    "WeightInKilograms": 61.23,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "004",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 23.4,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "Yes",
-                    "Stroke": "No",
-                    "PhysicalHealth": 15.0,
-                    "MentalHealth": 20.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "18-24",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "005",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 29.76,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 2.0,
-                    "MentalHealth": 8.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "35-39",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Excellent",
-                    "SleepTime": 6.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "007",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 33.45,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 80 or older",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Georgia",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 3.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "Yes",
-                    "HadAngina": "Yes",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.73,
-                    "WeightInKilograms": 99.79,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "009",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 19.53,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 60 to 64",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Florida",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.8,
-                    "WeightInKilograms": 63.5,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "010",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 30.99,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "45-49",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "No",
-                    "GenHealth": "Excellent",
-                    "SleepTime": 10.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "013",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 25.32,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "55-59",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "014",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 27.46,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 45 to 49",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Illinois",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 3.0,
-                    "MentalHealthDays": 6.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes some days",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.63,
-                    "WeightInKilograms": 72.57,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "016",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 27.46,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 25 to 29",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Washington",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.63,
-                    "WeightInKilograms": 72.57,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "017",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 48.81,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 55 to 59",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Arkansas",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 15.0,
-                    "MentalHealthDays": 20.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.8,
-                    "WeightInKilograms": 158.76,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "018",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 29.53,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Nebraska",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes every day",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.75,
-                    "WeightInKilograms": 90.72,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "019",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 25.4,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 25 to 29",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Washington",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.75,
-                    "WeightInKilograms": 78.02,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Tested positive using home test without a health professional"
-                }
-            },
-            {
-                "scenario_id": "023",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 29.21,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 3.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "70-74",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 9.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "025",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 26.63,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 30 to 34",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "South Carolina",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 2.0,
-                    "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.7,
-                    "WeightInKilograms": 77.11,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Tested positive using home test without a health professional"
-                }
-            },
-            {
-                "scenario_id": "036",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 24.03,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 18 to 24",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Puerto Rico",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Hispanic",
-                    "HeightInMeters": 1.5,
-                    "WeightInKilograms": 53.98,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "038",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": null,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 40 to 44",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Hawaii",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 8.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "040",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": null,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 60 to 64",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Utah",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 14.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.65,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "042",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 27.8,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 30 to 34",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "New York",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 5.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.83,
-                    "WeightInKilograms": 92.99,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "043",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 34.06,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "50-54",
-                    "Race": "Hispanic",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "046",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 38.1,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 1.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "35-39",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 5.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "048",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 31.53,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 30.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "Yes",
-                    "Sex": "Female",
-                    "AgeCategory": "80 or older",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "No",
-                    "GenHealth": "Fair",
-                    "SleepTime": 6.0,
-                    "Asthma": "Yes",
-                    "KidneyDisease": "Yes",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "050",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 30.23,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 55 to 59",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Delaware",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": null,
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.55,
-                    "WeightInKilograms": 72.57,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "052",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 31.89,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 4.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "60-64",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "053",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 32.01,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 60 to 64",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Tennessee",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": 1.57,
-                    "WeightInKilograms": 79.38,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "055",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 28.0,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 30.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "65-69",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 7.0,
-                    "Asthma": "Yes",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "058",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 22.25,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 2.0,
-                    "MentalHealth": 2.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "18-24",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 8.0,
-                    "Asthma": "Yes",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "060",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 17.33,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "65-69",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "063",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 34.17,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 25 to 29",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Texas",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 2.0,
-                    "MentalHealthDays": 9.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.8,
-                    "WeightInKilograms": 111.13,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "065",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 26.61,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 70 to 74",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "New York",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 30.0,
-                    "MentalHealthDays": 30.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "Yes",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.73,
-                    "WeightInKilograms": 79.38,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "067",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 32.61,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 5.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "35-39",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 6.0,
-                    "Asthma": "Yes",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "071",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 22.6,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 80 or older",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Wyoming",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "Yes",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "Yes",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.68,
-                    "WeightInKilograms": 63.5,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "076",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 27.26,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 18 to 24",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Missouri",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 2.0,
-                    "LastCheckupTime": "5 or more years ago",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Use them every day",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.78,
-                    "WeightInKilograms": 86.18,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "078",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 22.6,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 70 to 74",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Kansas",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 2.0,
-                    "MentalHealthDays": 2.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.68,
-                    "WeightInKilograms": 63.5,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "081",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 37.11,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 40 to 44",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "California",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Hispanic",
-                    "HeightInMeters": 1.52,
-                    "WeightInKilograms": 86.18,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "082",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 26.29,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "60-64",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "091",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": null,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Ohio",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 2.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.8,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "096",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 34.3,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 40 to 44",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Oregon",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.85,
-                    "WeightInKilograms": 117.93,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "097",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 23.67,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 3.0,
-                    "MentalHealth": 2.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "18-24",
-                    "Race": "Black",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Excellent",
-                    "SleepTime": 6.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "099",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 25.06,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 55 to 59",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Oregon",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "Yes",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No, pre-diabetes or borderline diabetes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.7,
-                    "WeightInKilograms": 72.57,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "102",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 31.46,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 3.0,
-                    "MentalHealth": 20.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "65-69",
-                    "Race": "Black",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "103",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 26.54,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 80 or older",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Tennessee",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "All",
-                    "HadHeartAttack": "Yes",
-                    "HadAngina": "Yes",
-                    "HadStroke": "Yes",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "Yes",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "Yes",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.78,
-                    "WeightInKilograms": 83.91,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "105",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 27.89,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 25 to 29",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Colorado",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "5 or more years ago",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Hispanic",
-                    "HeightInMeters": 1.8,
-                    "WeightInKilograms": 90.72,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "106",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 29.76,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 1.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "55-59",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "Yes",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "110",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 26.61,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "80 or older",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Excellent",
-                    "SleepTime": 15.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "Yes",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "112",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 32.28,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 80 or older",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Missouri",
-                    "GeneralHealth": "Poor",
-                    "PhysicalHealthDays": 30.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "Yes",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "Yes",
-                    "HadCOPD": "Yes",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.68,
-                    "WeightInKilograms": 90.72,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "114",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 20.78,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 5.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "30-34",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "118",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 31.64,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 18 to 24",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Utah",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 10.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 9.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "Yes, but only during pregnancy (female)",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Use them some days",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "Hispanic",
-                    "HeightInMeters": 1.52,
-                    "WeightInKilograms": 73.48,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "123",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 30.45,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "65-69",
-                    "Race": "White",
-                    "Diabetic": "Yes",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "Yes",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "133",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 34.21,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 3.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "35-39",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 5.0,
-                    "Asthma": "Yes",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "137",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 37.79,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 55 to 59",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Maine",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 20.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 10.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes every day",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.55,
-                    "WeightInKilograms": 90.72,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": null,
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Tested positive using home test without a health professional"
-                }
-            },
-            {
-                "scenario_id": "138",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 20.34,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 80 or older",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Kansas",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "All",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.83,
-                    "WeightInKilograms": 68.04,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "146",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 28.75,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 18 to 24",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Ohio",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.83,
-                    "WeightInKilograms": 96.16,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "151",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 15.04,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 30 to 34",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "California",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "Other race only, Non-Hispanic",
-                    "HeightInMeters": 1.65,
-                    "WeightInKilograms": 41.0,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "152",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 30.54,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 14.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "50-54",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "No",
-                    "GenHealth": "Excellent",
-                    "SleepTime": 6.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "157",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 25.39,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 55 to 59",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "California",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 30.0,
-                    "MentalHealthDays": 4.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.73,
-                    "WeightInKilograms": 75.75,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "160",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 32.32,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 50 to 54",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Illinois",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.85,
-                    "WeightInKilograms": 111.13,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "162",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 19.26,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "50-54",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 6.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "163",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 36.49,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 40 to 44",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Arkansas",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Black only, Non-Hispanic",
-                    "HeightInMeters": 1.73,
-                    "WeightInKilograms": 108.86,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "164",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 21.02,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 55 to 59",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Iowa",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 7.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes every day",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "Black only, Non-Hispanic",
-                    "HeightInMeters": 1.83,
-                    "WeightInKilograms": 70.31,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "165",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 19.47,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 55 to 59",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Georgia",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 1.0,
-                    "MentalHealthDays": 2.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Multiracial, Non-Hispanic",
-                    "HeightInMeters": 1.65,
-                    "WeightInKilograms": 53.07,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "167",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 35.24,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 25 to 29",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Colorado",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 7.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.7,
-                    "WeightInKilograms": 102.06,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "173",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 17.72,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 50 to 54",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Colorado",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 1.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Other race only, Non-Hispanic",
-                    "HeightInMeters": 1.75,
-                    "WeightInKilograms": 54.43,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "174",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 24.54,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 60 to 64",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Colorado",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 20.0,
-                    "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "Yes",
-                    "SmokerStatus": "Current smoker - now smokes every day",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.85,
-                    "WeightInKilograms": 84.37,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "180",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 27.57,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 80 or older",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Nebraska",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 10.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "Yes",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "Yes",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No, pre-diabetes or borderline diabetes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.7,
-                    "WeightInKilograms": 79.83,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "184",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 27.5,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "55-59",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 5.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "Yes",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "187",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 22.22,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 14.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "45-49",
-                    "Race": "American Indian/Alaskan Native",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "192",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 24.96,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 18 to 24",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Minnesota",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 14.0,
-                    "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Black only, Non-Hispanic",
-                    "HeightInMeters": 1.65,
-                    "WeightInKilograms": 68.04,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "195",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 22.24,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Ohio",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.78,
-                    "WeightInKilograms": 70.31,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "196",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 23.91,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 1.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "40-44",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 7.0,
-                    "Asthma": "Yes",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "197",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 38.74,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 70 to 74",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Ohio",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 3.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "Yes",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.68,
-                    "WeightInKilograms": 108.86,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "198",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 26.26,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "70-74",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "200",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 24.59,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 60 to 64",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Illinois",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 4.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Other race only, Non-Hispanic",
-                    "HeightInMeters": 1.7,
-                    "WeightInKilograms": 71.21,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "202",
-                "features": {
-                    "HeartDisease": "Yes",
-                    "BMI": 24.37,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "75-79",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "Yes",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "203",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 36.26,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 50 to 54",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Georgia",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 10.0,
-                    "MentalHealthDays": 5.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.8,
-                    "WeightInKilograms": 117.93,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "207",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 28.06,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 75 to 79",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Wisconsin",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 3.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "Yes",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.75,
-                    "WeightInKilograms": 86.18,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "209",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 30.29,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 45 to 49",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Indiana",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 1.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.65,
-                    "WeightInKilograms": 82.55,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "211",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 24.59,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 5.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "55-59",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Excellent",
-                    "SleepTime": 6.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "212",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 30.34,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 80 or older",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Kansas",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "Yes",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Use them some days",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": 1.85,
-                    "WeightInKilograms": 104.33,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "217",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 32.55,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 60 to 64",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Nevada",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 2.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 5.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.83,
-                    "WeightInKilograms": 108.86,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "219",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 33.2,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 21.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "65-69",
-                    "Race": "American Indian/Alaskan Native",
-                    "Diabetic": "Yes",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Fair",
-                    "SleepTime": 6.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "220",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 30.9,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 30 to 34",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Indiana",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 2.0,
-                    "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.63,
-                    "WeightInKilograms": 81.65,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "224",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 21.95,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 70 to 74",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Florida",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.57,
-                    "WeightInKilograms": 54.43,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "234",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 31.66,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 70 to 74",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Ohio",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "Yes",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.85,
-                    "WeightInKilograms": 108.86,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "237",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 26.58,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 50 to 54",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Virginia",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 3.0,
-                    "MentalHealthDays": 20.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.75,
-                    "WeightInKilograms": 81.65,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "238",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 22.81,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 25 to 29",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Oklahoma",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Other race only, Non-Hispanic",
-                    "HeightInMeters": 1.73,
-                    "WeightInKilograms": 68.04,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "241",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 36.81,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 80 or older",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Florida",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 30.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "All",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "Yes",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "Yes",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "Yes",
-                    "DifficultyErrands": "Yes",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.7,
-                    "WeightInKilograms": 106.59,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "242",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 26.57,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "South Dakota",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "Yes",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.6,
-                    "WeightInKilograms": 68.04,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Tested positive using home test without a health professional"
-                }
-            },
-            {
-                "scenario_id": "243",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 23.05,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 75 to 79",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Nebraska",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 9.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "Yes",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No, pre-diabetes or borderline diabetes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.55,
-                    "WeightInKilograms": 55.34,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "245",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 29.6,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "45-49",
-                    "Race": "Hispanic",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Fair",
-                    "SleepTime": 9.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "246",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 20.6,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "Yes",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 30.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "40-44",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Excellent",
-                    "SleepTime": 9.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "250",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 35.88,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 50 to 54",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Florida",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 7.0,
-                    "MentalHealthDays": 10.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "Yes",
-                    "HadAngina": "Yes",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Use them some days",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.73,
-                    "WeightInKilograms": 107.05,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "251",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 21.63,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 75 to 79",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Wisconsin",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 1.0,
-                    "MentalHealthDays": 1.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes every day",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "Hispanic",
-                    "HeightInMeters": 1.65,
-                    "WeightInKilograms": 58.97,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "252",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 24.33,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "60-64",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 6.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "253",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 30.68,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "65-69",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 5.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "254",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 29.53,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 50 to 54",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Ohio",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.88,
-                    "WeightInKilograms": 104.33,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "257",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": null,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 75 to 79",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Indiana",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": "Other race only, Non-Hispanic",
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "258",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 32.78,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 35 to 39",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "South Dakota",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.8,
-                    "WeightInKilograms": 106.59,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "259",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 21.13,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 70 to 74",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "District of Columbia",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "Black only, Non-Hispanic",
-                    "HeightInMeters": 1.65,
-                    "WeightInKilograms": 57.61,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "261",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 15.96,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 30.0,
-                    "MentalHealth": 15.0,
-                    "DiffWalking": "Yes",
-                    "Sex": "Female",
-                    "AgeCategory": "70-74",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "No",
-                    "GenHealth": "Poor",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "266",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 21.95,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": null,
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "New Mexico",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 7.0,
-                    "LastCheckupTime": "5 or more years ago",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "Yes",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": 1.57,
-                    "WeightInKilograms": 54.43,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "267",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 21.7,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 5.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "18-24",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Excellent",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "268",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 30.79,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 75 to 79",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Maine",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 9.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "Yes",
-                    "HadAngina": "Yes",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "Yes",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "Yes, but only during pregnancy (female)",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "Yes",
-                    "SmokerStatus": "Current smoker - now smokes every day",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.65,
-                    "WeightInKilograms": 83.91,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "269",
-                "features": {
-                    "HeartDisease": "Yes",
-                    "BMI": 20.54,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "80 or older",
-                    "Race": "Asian",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Excellent",
-                    "SleepTime": 8.0,
-                    "Asthma": "Yes",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "Yes",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "270",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 34.54,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 55 to 59",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "North Carolina",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 10.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "Black only, Non-Hispanic",
-                    "HeightInMeters": 1.6,
-                    "WeightInKilograms": 88.45,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "271",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 32.69,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 55 to 59",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Wisconsin",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "Yes",
-                    "HadAngina": "Yes",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes every day",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.73,
-                    "WeightInKilograms": 97.52,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "272",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": null,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 60 to 64",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Minnesota",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": 1.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 4.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.6,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "273",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 27.8,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 25 to 29",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Arkansas",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.83,
-                    "WeightInKilograms": 92.99,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "279",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 21.63,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "30-34",
-                    "Race": "Hispanic",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "No",
-                    "GenHealth": "Good",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "281",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 29.29,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 75 to 79",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Massachusetts",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 8.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 5.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "Yes",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.52,
-                    "WeightInKilograms": 68.04,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "284",
-                "features": {
-                    "HeartDisease": "Yes",
-                    "BMI": 27.88,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "75-79",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 9.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "Yes",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "289",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 31.89,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 2.0,
-                    "MentalHealth": 5.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "60-64",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 6.0,
-                    "Asthma": "Yes",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "294",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 28.07,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 35 to 39",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Ohio",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Black only, Non-Hispanic",
-                    "HeightInMeters": 1.83,
-                    "WeightInKilograms": 93.89,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": null,
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "295",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 32.26,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 30 to 34",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Texas",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 7.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "Yes",
-                    "DifficultyErrands": "Yes",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "Hispanic",
-                    "HeightInMeters": 1.7,
-                    "WeightInKilograms": 93.44,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "296",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 26.54,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 50 to 54",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Mississippi",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "Yes",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes every day",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.78,
-                    "WeightInKilograms": 83.91,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "300",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 31.01,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 80 or older",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "New Hampshire",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 9.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "Yes",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.75,
-                    "WeightInKilograms": 95.25,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "301",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 15.81,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Florida",
-                    "GeneralHealth": "Poor",
-                    "PhysicalHealthDays": 30.0,
-                    "MentalHealthDays": 14.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "Yes",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "Yes",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "Yes",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "Black only, Non-Hispanic",
-                    "HeightInMeters": 1.65,
-                    "WeightInKilograms": 43.09,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "302",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 25.1,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 18 to 24",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "New Jersey",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 1.0,
-                    "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.75,
-                    "WeightInKilograms": 77.11,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "306",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 34.75,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 55 to 59",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Ohio",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.57,
-                    "WeightInKilograms": 86.18,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "307",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 25.77,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 70 to 74",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Louisiana",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 30.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 10.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "Yes",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "Yes",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "Yes",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.83,
-                    "WeightInKilograms": 86.18,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "308",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 28.75,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "Yes",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 2.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "50-54",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 5.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "Yes",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "310",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 30.9,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 18 to 24",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Indiana",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "Yes",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Black only, Non-Hispanic",
-                    "HeightInMeters": 1.63,
-                    "WeightInKilograms": 81.65,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "314",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 46.59,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 40 to 44",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "West Virginia",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Use them every day",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.65,
-                    "WeightInKilograms": 127.01,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "315",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": null,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 40 to 44",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Washington",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "5 or more years ago",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Hispanic",
-                    "HeightInMeters": null,
-                    "WeightInKilograms": 81.65,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "316",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 30.85,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "Yes",
-                    "Sex": "Male",
-                    "AgeCategory": "65-69",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "318",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 25.54,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 5.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "60-64",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "No",
-                    "GenHealth": "Good",
-                    "SleepTime": 6.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "319",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 20.6,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "30-34",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Excellent",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "320",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 29.57,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 30.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "Yes",
-                    "Sex": "Female",
-                    "AgeCategory": "75-79",
-                    "Race": "White",
-                    "Diabetic": "Yes",
-                    "PhysicalActivity": "No",
-                    "GenHealth": "Poor",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "324",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 20.98,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Washington",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "5 or more years ago",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "All",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes some days",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.68,
-                    "WeightInKilograms": 58.97,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "325",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 40.62,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 30.0,
-                    "DiffWalking": "Yes",
-                    "Sex": "Female",
-                    "AgeCategory": "45-49",
-                    "Race": "Other",
-                    "Diabetic": "Yes",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Fair",
-                    "SleepTime": 4.0,
-                    "Asthma": "Yes",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "326",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 33.91,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 45 to 49",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Indiana",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 5.0,
-                    "MentalHealthDays": 3.0,
-                    "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.83,
-                    "WeightInKilograms": 113.4,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "329",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 27.27,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "50-54",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "338",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 28.7,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 60 to 64",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Ohio",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 2.0,
-                    "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "Yes",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.78,
-                    "WeightInKilograms": 90.72,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "339",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 32.45,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 30 to 34",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Texas",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 7.0,
-                    "MentalHealthDays": 30.0,
-                    "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 5.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "Yes",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes every day",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.65,
-                    "WeightInKilograms": 88.45,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "340",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 30.13,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 80 or older",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "South Dakota",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 30.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 4.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "Yes",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "Yes",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.78,
-                    "WeightInKilograms": 95.25,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "341",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 37.68,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 5.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "50-54",
-                    "Race": "Black",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "No",
-                    "GenHealth": "Good",
-                    "SleepTime": 6.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "343",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 30.54,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 45 to 49",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "California",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "Other race only, Non-Hispanic",
-                    "HeightInMeters": 1.57,
-                    "WeightInKilograms": 75.75,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "345",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 26.64,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "New Hampshire",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.8,
-                    "WeightInKilograms": 86.64,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "350",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 29.18,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 45 to 49",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Nebraska",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 3.0,
-                    "MentalHealthDays": 3.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.63,
-                    "WeightInKilograms": 77.11,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "351",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 24.96,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 60 to 64",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Washington",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.65,
-                    "WeightInKilograms": 68.04,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "353",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 26.61,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 75 to 79",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Delaware",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "Yes",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.73,
-                    "WeightInKilograms": 79.38,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Tested positive using home test without a health professional"
-                }
-            },
-            {
-                "scenario_id": "357",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 20.51,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 18 to 24",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Nebraska",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "5 or more years ago",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 9.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Other race only, Non-Hispanic",
-                    "HeightInMeters": 1.52,
-                    "WeightInKilograms": 47.63,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "361",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 33.64,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Maryland",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 13.0,
-                    "MentalHealthDays": 12.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 9.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "Yes",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "Yes",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.63,
-                    "WeightInKilograms": 88.9,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "362",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 29.13,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 70 to 74",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Maine",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 9.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "Yes",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.78,
-                    "WeightInKilograms": 92.08,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "366",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 35.67,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 35 to 39",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "New York",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 3.0,
-                    "MentalHealthDays": 5.0,
-                    "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 5.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "Yes, but only during pregnancy (female)",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.68,
-                    "WeightInKilograms": 100.24,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "368",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 43.24,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 60 to 64",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "New Mexico",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 5.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "Other race only, Non-Hispanic",
-                    "HeightInMeters": 1.8,
-                    "WeightInKilograms": 140.61,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": null,
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "369",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 18.36,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 30 to 34",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "West Virginia",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes every day",
-                    "ECigaretteUsage": "Use them some days",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.52,
-                    "WeightInKilograms": 42.64,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "372",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 21.79,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 30 to 34",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Colorado",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 2.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.68,
-                    "WeightInKilograms": 61.23,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "373",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 34.96,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 25 to 29",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Alabama",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 2.0,
-                    "MentalHealthDays": 15.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "Yes",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.85,
-                    "WeightInKilograms": 120.2,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "381",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 31.32,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "55-59",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "383",
-                "features": {
-                    "HeartDisease": "Yes",
-                    "BMI": 43.76,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "Yes",
-                    "PhysicalHealth": 15.0,
-                    "MentalHealth": 30.0,
-                    "DiffWalking": "Yes",
-                    "Sex": "Male",
-                    "AgeCategory": "70-74",
-                    "Race": "White",
-                    "Diabetic": "Yes",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Poor",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "Yes",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "385",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 21.03,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "30-34",
-                    "Race": "Hispanic",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "390",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 23.26,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 80 or older",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Utah",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 1.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": null,
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.73,
-                    "WeightInKilograms": 69.4,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": null,
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "394",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 22.15,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "60-64",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 6.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "395",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 28.12,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 75 to 79",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Louisiana",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 25.0,
-                    "MentalHealthDays": 10.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 10.0,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "Yes",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.65,
-                    "WeightInKilograms": 76.66,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "397",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 34.87,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 45 to 49",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Ohio",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 20.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 3.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "Yes",
-                    "DifficultyErrands": "Yes",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.8,
-                    "WeightInKilograms": 113.4,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "398",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 18.65,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 1.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "Yes",
-                    "Sex": "Male",
-                    "AgeCategory": "35-39",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "399",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 39.05,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 25 to 29",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Montana",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 2.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 5.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.8,
-                    "WeightInKilograms": 127.01,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "403",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 27.4,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 18 to 24",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Utah",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 30.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Use them some days",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.55,
-                    "WeightInKilograms": 65.77,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "406",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 39.89,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 45 to 49",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Utah",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 1.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "Yes",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "Yes",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "Yes",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "Hispanic",
-                    "HeightInMeters": 1.8,
-                    "WeightInKilograms": 129.73,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "410",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 19.94,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 5.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "70-74",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "412",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 46.59,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 60 to 64",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Alabama",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 15.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "Black only, Non-Hispanic",
-                    "HeightInMeters": 1.65,
-                    "WeightInKilograms": 127.01,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "413",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 27.09,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "South Carolina",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 4.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Hispanic",
-                    "HeightInMeters": 1.88,
-                    "WeightInKilograms": 95.71,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "416",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 31.53,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "50-54",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Excellent",
-                    "SleepTime": 6.0,
-                    "Asthma": "Yes",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "419",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 36.18,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "40-44",
-                    "Race": "Hispanic",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 9.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "424",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 27.89,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Oklahoma",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "Yes",
-                    "DifficultyErrands": "Yes",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.8,
-                    "WeightInKilograms": 90.72,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "428",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 25.8,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 75 to 79",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Michigan",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "Yes",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.8,
-                    "WeightInKilograms": 83.91,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "429",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 37.12,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 60 to 64",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "New Hampshire",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.68,
-                    "WeightInKilograms": 104.33,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "430",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 26.52,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 70 to 74",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "New York",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.57,
-                    "WeightInKilograms": 65.77,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "431",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 31.62,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "Yes",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "35-39",
-                    "Race": "Other",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 10.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "433",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 23.03,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "Yes",
-                    "PhysicalHealth": 2.0,
-                    "MentalHealth": 3.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "80 or older",
-                    "Race": "Black",
-                    "Diabetic": "Yes (during pregnancy)",
-                    "PhysicalActivity": "No",
-                    "GenHealth": "Good",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "435",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 18.99,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 2.0,
-                    "MentalHealth": 17.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "18-24",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "438",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 22.32,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 25 to 29",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Ohio",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 30.0,
-                    "LastCheckupTime": "Within past 5 years (2 years but less than 5 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 5.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes every day",
-                    "ECigaretteUsage": "Use them some days",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Multiracial, Non-Hispanic",
-                    "HeightInMeters": 1.8,
-                    "WeightInKilograms": 72.57,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "Yes",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "441",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 24.41,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 25 to 29",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Wyoming",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 20.0,
-                    "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "Yes",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.83,
-                    "WeightInKilograms": 81.65,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "443",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 20.25,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 15.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "35-39",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "No",
-                    "GenHealth": "Very good",
-                    "SleepTime": 5.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "444",
-                "features": {
-                    "HeartDisease": "Yes",
-                    "BMI": 38.74,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 30.0,
-                    "MentalHealth": 15.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "70-74",
-                    "Race": "White",
-                    "Diabetic": "Yes",
-                    "PhysicalActivity": "No",
-                    "GenHealth": "Fair",
-                    "SleepTime": 9.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "445",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 34.7,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 55 to 59",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "New York",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 30.0,
-                    "MentalHealthDays": 20.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 12.0,
-                    "RemovedTeeth": "All",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.75,
-                    "WeightInKilograms": 106.59,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "446",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 39.58,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 50 to 54",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Texas",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.85,
-                    "WeightInKilograms": 136.08,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "450",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 29.85,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 65 to 69",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Maryland",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 9.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "Yes",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "Yes",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "Yes",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.55,
-                    "WeightInKilograms": 71.67,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "451",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 22.14,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 5.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "Yes",
-                    "Sex": "Female",
-                    "AgeCategory": "30-34",
-                    "Race": "Other",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "454",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 28.28,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 70 to 74",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Mississippi",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 9.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "Yes",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.5,
-                    "WeightInKilograms": 63.5,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "457",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 26.39,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "35-39",
-                    "Race": "Hispanic",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Very good",
-                    "SleepTime": 8.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "459",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 41.6,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 55 to 59",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Puerto Rico",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 30.0,
-                    "MentalHealthDays": 30.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 5.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "Yes",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "Yes",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "Yes",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "Hispanic",
-                    "HeightInMeters": 1.65,
-                    "WeightInKilograms": 113.4,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "460",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 22.71,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 30 to 34",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Maine",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.7,
-                    "WeightInKilograms": 65.77,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Tested positive using home test without a health professional"
-                }
-            },
-            {
-                "scenario_id": "461",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 21.46,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 80 or older",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Michigan",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "Yes, but only during pregnancy (female)",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.63,
-                    "WeightInKilograms": 56.7,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "466",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 29.7,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 55 to 59",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Texas",
-                    "GeneralHealth": "Fair",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": "Yes",
-                    "HadKidneyDisease": "Yes",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "Yes",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.68,
-                    "WeightInKilograms": 83.46,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "467",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": null,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 80 or older",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Iowa",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 10.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "Yes",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.63,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "478",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 26.04,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 45 to 49",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "South Dakota",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "5 or more years ago",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 3.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "Black only, Non-Hispanic",
-                    "HeightInMeters": 1.83,
-                    "WeightInKilograms": 87.09,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "No, did not receive any tetanus shot in the past 10 years",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "479",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 25.85,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 70 to 74",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Georgia",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "Yes",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "Yes",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.73,
-                    "WeightInKilograms": 77.11,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "480",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 32.23,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 70 to 74",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Maryland",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "Yes",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "Yes",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "Black only, Non-Hispanic",
-                    "HeightInMeters": 1.88,
-                    "WeightInKilograms": 113.85,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot, but not Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "483",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 28.32,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 70 to 74",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Indiana",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.52,
-                    "WeightInKilograms": 65.77,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "485",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 26.11,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 45 to 49",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "New York",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 4.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 6.0,
-                    "RemovedTeeth": "6 or more, but not all",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "Yes",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Not at all (right now)",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.78,
-                    "WeightInKilograms": 82.55,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "487",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 24.21,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Female",
-                    "AgeCategory": "70-74",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Excellent",
-                    "SleepTime": 6.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "488",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 23.99,
-                    "Smoking": "Yes",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "35-39",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Excellent",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "489",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 22.24,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 80 or older",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "New Hampshire",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 3.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 7.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Former smoker",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.7,
-                    "WeightInKilograms": 64.41,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "492",
-                "features": {
-                    "HeartDisease": "No",
-                    "BMI": 24.39,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 2.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "75-79",
-                    "Race": "White",
-                    "Diabetic": "No",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Excellent",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "493",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 30.04,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Male",
-                    "AgeCategory": "Age 55 to 59",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Idaho",
-                    "GeneralHealth": "Very good",
-                    "PhysicalHealthDays": 2.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past 2 years (1 year but less than 2 years ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.63,
-                    "WeightInKilograms": 79.38,
-                    "AlcoholDrinkers": "No",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "No"
-                }
-            },
-            {
-                "scenario_id": "494",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 23.89,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 35 to 39",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "New Jersey",
-                    "GeneralHealth": "Good",
-                    "PhysicalHealthDays": 10.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "No",
-                    "SleepHours": 5.0,
-                    "RemovedTeeth": "None of them",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "No",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Current smoker - now smokes every day",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "Yes",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.68,
-                    "WeightInKilograms": 67.13,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "Yes",
-                    "FluVaxLast12": "Yes",
-                    "PneumoVaxEver": "No",
-                    "TetanusLast10Tdap": "Yes, received tetanus shot but not sure what type",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            },
-            {
-                "scenario_id": "498",
-                "features": {
-                    "HeartDisease": "Yes",
-                    "BMI": 37.61,
-                    "Smoking": "No",
-                    "AlcoholDrinking": "No",
-                    "Stroke": "No",
-                    "PhysicalHealth": 0.0,
-                    "MentalHealth": 0.0,
-                    "DiffWalking": "No",
-                    "Sex": "Male",
-                    "AgeCategory": "60-64",
-                    "Race": "White",
-                    "Diabetic": "No, borderline diabetes",
-                    "PhysicalActivity": "Yes",
-                    "GenHealth": "Good",
-                    "SleepTime": 7.0,
-                    "Asthma": "No",
-                    "KidneyDisease": "No",
-                    "SkinCancer": "No",
-                    "State": null,
-                    "GeneralHealth": null,
-                    "PhysicalHealthDays": null,
-                    "MentalHealthDays": null,
-                    "LastCheckupTime": null,
-                    "PhysicalActivities": null,
-                    "SleepHours": null,
-                    "RemovedTeeth": null,
-                    "HadHeartAttack": null,
-                    "HadAngina": null,
-                    "HadStroke": null,
-                    "HadAsthma": null,
-                    "HadSkinCancer": null,
-                    "HadCOPD": null,
-                    "HadDepressiveDisorder": null,
-                    "HadKidneyDisease": null,
-                    "HadArthritis": null,
-                    "HadDiabetes": null,
-                    "DeafOrHardOfHearing": null,
-                    "BlindOrVisionDifficulty": null,
-                    "DifficultyConcentrating": null,
-                    "DifficultyWalking": null,
-                    "DifficultyDressingBathing": null,
-                    "DifficultyErrands": null,
-                    "SmokerStatus": null,
-                    "ECigaretteUsage": null,
-                    "ChestScan": null,
-                    "RaceEthnicityCategory": null,
-                    "HeightInMeters": null,
-                    "WeightInKilograms": null,
-                    "AlcoholDrinkers": null,
-                    "HIVTesting": null,
-                    "FluVaxLast12": null,
-                    "PneumoVaxEver": null,
-                    "TetanusLast10Tdap": null,
-                    "HighRiskLastYear": null,
-                    "CovidPos": null
-                }
-            },
-            {
-                "scenario_id": "499",
-                "features": {
-                    "HeartDisease": null,
-                    "BMI": 30.42,
-                    "Smoking": null,
-                    "AlcoholDrinking": null,
-                    "Stroke": null,
-                    "PhysicalHealth": null,
-                    "MentalHealth": null,
-                    "DiffWalking": null,
-                    "Sex": "Female",
-                    "AgeCategory": "Age 80 or older",
-                    "Race": null,
-                    "Diabetic": null,
-                    "PhysicalActivity": null,
-                    "GenHealth": null,
-                    "SleepTime": null,
-                    "Asthma": null,
-                    "KidneyDisease": null,
-                    "SkinCancer": null,
-                    "State": "Massachusetts",
-                    "GeneralHealth": "Excellent",
-                    "PhysicalHealthDays": 0.0,
-                    "MentalHealthDays": 0.0,
-                    "LastCheckupTime": "Within past year (anytime less than 12 months ago)",
-                    "PhysicalActivities": "Yes",
-                    "SleepHours": 8.0,
-                    "RemovedTeeth": "1 to 5",
-                    "HadHeartAttack": "No",
-                    "HadAngina": "No",
-                    "HadStroke": "No",
-                    "HadAsthma": "No",
-                    "HadSkinCancer": "No",
-                    "HadCOPD": "No",
-                    "HadDepressiveDisorder": "No",
-                    "HadKidneyDisease": "No",
-                    "HadArthritis": "Yes",
-                    "HadDiabetes": "No",
-                    "DeafOrHardOfHearing": "No",
-                    "BlindOrVisionDifficulty": "No",
-                    "DifficultyConcentrating": "No",
-                    "DifficultyWalking": "No",
-                    "DifficultyDressingBathing": "No",
-                    "DifficultyErrands": "No",
-                    "SmokerStatus": "Never smoked",
-                    "ECigaretteUsage": "Never used e-cigarettes in my entire life",
-                    "ChestScan": "No",
-                    "RaceEthnicityCategory": "White only, Non-Hispanic",
-                    "HeightInMeters": 1.55,
-                    "WeightInKilograms": 73.03,
-                    "AlcoholDrinkers": "Yes",
-                    "HIVTesting": "No",
-                    "FluVaxLast12": "No",
-                    "PneumoVaxEver": "Yes",
-                    "TetanusLast10Tdap": "Yes, received Tdap",
-                    "HighRiskLastYear": "No",
-                    "CovidPos": "Yes"
-                }
-            }
-        ],
-        "target_column": "GeneralHealth",
-        "task_sub_type": "classification",
-        "ranking_ground_truth": {
-            "top_k_ids": [
-                "050",
-                "053",
-                "081",
-                "096",
-                "118",
-                "160",
-                "163",
-                "220",
-                "270",
-                "300",
-                "306",
-                "310",
-                "399",
-                "480",
-                "499"
-            ]
-        },
-        "active_filters": [
-            {
-                "col": "BMI",
-                "op": ">",
-                "val": 30
-            }
-        ],
-        "target_class_value": "excellent"
-    },
-    "response": "",
-    "evaluation_score": {}
-}
\ No newline at end of file
+    "active_filters": [
+      {
+        "col": "BMI",
+        "op": ">",
+        "val": 30
+      }
+    ],
+    "target_class_value": "excellent"
+  },
+  "response": "",
+  "evaluation_score": {}
+}
diff --git a/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_008/current.csv b/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_008/current.csv
index 11a6c44ff9d29aee17e140e934ef934b1308000c..45795793875d55bbaed84caee49c83ed5b483f97 100644
--- a/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_008/current.csv
+++ b/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_008/current.csv
@@ -1,201 +1,201 @@
-HeartDisease,BMI,Smoking,AlcoholDrinking,Stroke,PhysicalHealth,MentalHealth,DiffWalking,Sex,AgeCategory,Race,Diabetic,PhysicalActivity,GenHealth,SleepTime,Asthma,KidneyDisease,SkinCancer,State,PhysicalHealthDays,MentalHealthDays,LastCheckupTime,PhysicalActivities,SleepHours,RemovedTeeth,HadHeartAttack,HadAngina,HadStroke,HadAsthma,HadSkinCancer,HadCOPD,HadDepressiveDisorder,HadKidneyDisease,HadArthritis,HadDiabetes,DeafOrHardOfHearing,BlindOrVisionDifficulty,DifficultyConcentrating,DifficultyWalking,DifficultyDressingBathing,DifficultyErrands,SmokerStatus,ECigaretteUsage,ChestScan,RaceEthnicityCategory,HeightInMeters,WeightInKilograms,AlcoholDrinkers,HIVTesting,FluVaxLast12,PneumoVaxEver,TetanusLast10Tdap,HighRiskLastYear,CovidPos
-,25.82,,,,,,,Male,Age 80 or older,,,,,,,,,Utah,0.0,0.0,Within past year (anytime less than 12 months ago),No,8.0,1 to 5,No,No,No,No,Yes,No,No,No,Yes,No,Yes,No,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.68,72.57,Yes,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-,21.79,,,,,,,Female,Age 45 to 49,,,,,,,,,Virginia,7.0,3.0,Within past 2 years (1 year but less than 2 years ago),Yes,4.0,All,Yes,No,No,No,No,No,No,No,Yes,No,No,Yes,No,No,No,No,Current smoker - now smokes some days,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.68,61.23,No,Yes,No,No,"Yes, received tetanus shot but not sure what type",No,Yes
-No,23.4,No,Yes,No,15.0,20.0,No,Female,18-24,White,No,Yes,Very good,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,29.76,No,No,No,2.0,8.0,No,Female,35-39,White,No,Yes,Excellent,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,33.45,,,,,,,Male,Age 80 or older,,,,,,,,,Georgia,0.0,3.0,Within past year (anytime less than 12 months ago),Yes,8.0,"6 or more, but not all",Yes,Yes,No,No,No,No,Yes,No,No,No,No,No,Yes,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.73,99.79,Yes,,,,,,
-,19.53,,,,,,,Female,Age 60 to 64,,,,,,,,,Florida,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,"6 or more, but not all",No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Former smoker,Not at all (right now),Yes,"White only, Non-Hispanic",1.8,63.5,Yes,No,Yes,Yes,"Yes, received Tdap",No,No
-No,30.99,No,No,No,0.0,0.0,No,Female,45-49,White,No,No,Excellent,10.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,25.32,No,No,No,0.0,0.0,No,Female,55-59,White,No,Yes,Very good,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,27.46,,,,,,,Female,Age 45 to 49,,,,,,,,,Illinois,3.0,6.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,Current smoker - now smokes some days,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.63,72.57,Yes,Yes,Yes,No,"Yes, received tetanus shot but not sure what type",No,Yes
-,27.46,,,,,,,Female,Age 25 to 29,,,,,,,,,Washington,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.63,72.57,Yes,No,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-,48.81,,,,,,,Male,Age 55 to 59,,,,,,,,,Arkansas,15.0,20.0,Within past year (anytime less than 12 months ago),No,7.0,"6 or more, but not all",No,No,No,No,No,No,No,No,Yes,Yes,No,No,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.8,158.76,No,Yes,Yes,Yes,"Yes, received Tdap",No,Yes
-,29.53,,,,,,,Male,Age 65 to 69,,,,,,,,,Nebraska,0.0,0.0,Within past year (anytime less than 12 months ago),No,7.0,1 to 5,No,No,No,No,No,No,No,No,Yes,Yes,No,No,No,No,No,No,Current smoker - now smokes every day,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.75,90.72,Yes,No,No,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
-,25.4,,,,,,,Male,Age 25 to 29,,,,,,,,,Washington,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,Former smoker,Not at all (right now),No,"White only, Non-Hispanic",1.75,78.02,Yes,No,No,No,"Yes, received tetanus shot but not sure what type",No,Tested positive using home test without a health professional
-No,29.21,No,No,No,0.0,3.0,No,Male,70-74,White,No,Yes,Very good,9.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,26.63,,,,,,,Female,Age 30 to 34,,,,,,,,,South Carolina,0.0,2.0,Within past 5 years (2 years but less than 5 years ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.7,77.11,Yes,Yes,Yes,,"No, did not receive any tetanus shot in the past 10 years",No,Tested positive using home test without a health professional
-,24.03,,,,,,,Female,Age 18 to 24,,,,,,,,,Puerto Rico,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,Hispanic,1.5,53.98,No,No,Yes,No,"Yes, received tetanus shot but not sure what type",No,No
-,,,,,,,,Female,Age 40 to 44,,,,,,,,,Hawaii,8.0,0.0,Within past 5 years (2 years but less than 5 years ago),Yes,7.0,None of them,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",,,No,Yes,No,No,,No,No
-,,,,,,,,Female,Age 60 to 64,,,,,,,,,Utah,14.0,0.0,Within past 2 years (1 year but less than 2 years ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.65,,No,No,No,No,"Yes, received Tdap",No,No
-,27.8,,,,,,,Male,Age 30 to 34,,,,,,,,,New York,0.0,5.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.83,92.99,Yes,No,No,,"Yes, received tetanus shot but not sure what type",No,No
-No,34.06,No,No,No,0.0,0.0,No,Male,50-54,Hispanic,No,Yes,Very good,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,38.1,Yes,No,No,1.0,0.0,No,Female,35-39,White,No,Yes,Very good,5.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,31.53,No,No,No,30.0,0.0,Yes,Female,80 or older,White,No,No,Fair,6.0,Yes,Yes,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,30.23,,,,,,,Female,Age 55 to 59,,,,,,,,,Delaware,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.55,72.57,Yes,No,,Yes,"Yes, received Tdap",No,No
-No,31.89,No,No,No,4.0,0.0,No,Female,60-64,White,No,Yes,Very good,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,32.01,,,,,,,Female,Age 60 to 64,,,,,,,,,Tennessee,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,"6 or more, but not all",No,No,No,No,No,No,No,No,No,Yes,No,,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,,1.57,79.38,Yes,Yes,No,No,"Yes, received tetanus shot but not sure what type",,
-No,28.0,Yes,No,No,30.0,0.0,No,Male,65-69,White,No,Yes,Very good,7.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,22.25,No,No,No,2.0,2.0,No,Male,18-24,White,No,Yes,Very good,8.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,17.33,Yes,No,No,0.0,0.0,No,Male,65-69,White,No,Yes,Very good,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,34.17,,,,,,,Male,Age 25 to 29,,,,,,,,,Texas,2.0,9.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.8,111.13,No,No,No,Yes,"Yes, received Tdap",No,Yes
-,26.61,,,,,,,Male,Age 70 to 74,,,,,,,,,New York,30.0,30.0,Within past year (anytime less than 12 months ago),Yes,6.0,"6 or more, but not all",No,No,No,No,Yes,No,No,No,Yes,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.73,79.38,Yes,Yes,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-No,32.61,No,No,No,0.0,5.0,No,Female,35-39,White,No,Yes,Good,6.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,22.6,,,,,,,Male,Age 80 or older,,,,,,,,,Wyoming,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,Yes,No,No,Yes,Yes,Yes,No,Yes,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.68,63.5,No,No,Yes,Yes,"Yes, received tetanus shot, but not Tdap",No,No
-,27.26,,,,,,,Male,Age 18 to 24,,,,,,,,,Missouri,0.0,2.0,5 or more years ago,Yes,7.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Use them every day,No,"White only, Non-Hispanic",1.78,86.18,Yes,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-,22.6,,,,,,,Female,Age 70 to 74,,,,,,,,,Kansas,2.0,2.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.68,63.5,No,No,No,No,"Yes, received tetanus shot but not sure what type",No,No
-,37.11,,,,,,,Female,Age 40 to 44,,,,,,,,,California,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,Hispanic,1.52,86.18,No,No,Yes,No,"Yes, received tetanus shot but not sure what type",No,Yes
-No,26.29,No,No,No,0.0,0.0,No,Female,60-64,White,No,Yes,Very good,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,,,,,,,,Male,Age 65 to 69,,,,,,,,,Ohio,2.0,0.0,Within past year (anytime less than 12 months ago),No,8.0,1 to 5,No,No,No,No,No,No,No,No,Yes,No,No,No,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.8,,No,No,Yes,,"Yes, received tetanus shot but not sure what type",No,No
-,34.3,,,,,,,Male,Age 40 to 44,,,,,,,,,Oregon,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.85,117.93,Yes,Yes,No,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
-No,23.67,No,No,No,3.0,2.0,No,Male,18-24,Black,No,Yes,Excellent,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,25.06,,,,,,,Male,Age 55 to 59,,,,,,,,,Oregon,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,Yes,No,Yes,No,No,No,"No, pre-diabetes or borderline diabetes",No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.7,72.57,No,No,No,No,"Yes, received tetanus shot but not sure what type",No,Yes
-No,31.46,No,No,No,3.0,20.0,No,Male,65-69,Black,No,Yes,Good,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,26.54,,,,,,,Female,Age 80 or older,,,,,,,,,Tennessee,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,All,Yes,Yes,Yes,No,No,Yes,No,No,No,No,No,No,No,No,Yes,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.78,83.91,,,,,,,
-,27.89,,,,,,,Male,Age 25 to 29,,,,,,,,,Colorado,0.0,0.0,5 or more years ago,Yes,7.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Not at all (right now),No,Hispanic,1.8,90.72,No,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-No,29.76,No,No,No,0.0,1.0,No,Female,55-59,White,No,Yes,Very good,7.0,No,No,Yes,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,26.61,Yes,No,No,0.0,0.0,No,Male,80 or older,White,No,Yes,Excellent,15.0,No,No,Yes,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,32.28,,,,,,,Female,Age 80 or older,,,,,,,,,Missouri,30.0,0.0,Within past year (anytime less than 12 months ago),No,7.0,"6 or more, but not all",No,Yes,No,Yes,Yes,Yes,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.68,90.72,Yes,No,Yes,Yes,,No,No
-No,20.78,No,No,No,0.0,5.0,No,Female,30-34,White,No,Yes,Very good,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,31.64,,,,,,,Female,Age 18 to 24,,,,,,,,,Utah,0.0,10.0,Within past year (anytime less than 12 months ago),Yes,9.0,None of them,No,No,No,No,No,No,No,No,No,"Yes, but only during pregnancy (female)",No,No,No,No,No,No,Never smoked,Use them some days,Yes,Hispanic,1.52,73.48,No,No,No,No,"Yes, received Tdap",No,No
-No,30.45,Yes,No,No,0.0,0.0,No,Female,65-69,White,Yes,Yes,Good,8.0,No,Yes,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,34.21,No,No,No,0.0,3.0,No,Male,35-39,White,No,Yes,Good,5.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,37.79,,,,,,,Female,Age 55 to 59,,,,,,,,,Maine,20.0,0.0,Within past year (anytime less than 12 months ago),Yes,10.0,"6 or more, but not all",No,No,No,No,No,No,No,No,Yes,No,No,No,No,Yes,No,No,Current smoker - now smokes every day,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.55,90.72,No,,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,Tested positive using home test without a health professional
-,20.34,,,,,,,Male,Age 80 or older,,,,,,,,,Kansas,,0.0,Within past 2 years (1 year but less than 2 years ago),No,8.0,All,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.83,68.04,No,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-,28.75,,,,,,,Male,Age 18 to 24,,,,,,,,,Ohio,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Not at all (right now),No,"White only, Non-Hispanic",1.83,96.16,Yes,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
-,15.04,,,,,,,Female,Age 30 to 34,,,,,,,,,California,0.0,0.0,Within past 2 years (1 year but less than 2 years ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,Yes,No,No,No,Never smoked,Not at all (right now),Yes,"Other race only, Non-Hispanic",1.65,41.0,No,No,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
-No,30.54,No,No,No,0.0,14.0,No,Male,50-54,White,No,No,Excellent,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,25.39,,,,,,,Male,Age 55 to 59,,,,,,,,,California,30.0,4.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.73,75.75,Yes,Yes,Yes,No,"Yes, received Tdap",No,No
-,32.32,,,,,,,Male,Age 50 to 54,,,,,,,,,Illinois,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.85,111.13,Yes,No,Yes,No,"Yes, received Tdap",No,No
-No,19.26,Yes,No,No,0.0,0.0,No,Male,50-54,White,No,Yes,Good,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,36.49,,,,,,,Male,Age 40 to 44,,,,,,,,,Arkansas,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"Black only, Non-Hispanic",1.73,108.86,No,Yes,No,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
-,21.02,,,,,,,Male,Age 55 to 59,,,,,,,,,Iowa,7.0,0.0,Within past 2 years (1 year but less than 2 years ago),Yes,7.0,"6 or more, but not all",No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Current smoker - now smokes every day,Never used e-cigarettes in my entire life,Yes,"Black only, Non-Hispanic",1.83,70.31,Yes,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-,19.47,,,,,,,Female,Age 55 to 59,,,,,,,,,Georgia,1.0,2.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"Multiracial, Non-Hispanic",1.65,53.07,Yes,No,No,No,"Yes, received Tdap",No,No
-,35.24,,,,,,,Male,Age 25 to 29,,,,,,,,,Colorado,0.0,7.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Not at all (right now),No,"White only, Non-Hispanic",1.7,102.06,Yes,Yes,No,No,"Yes, received tetanus shot but not sure what type",No,No
-,17.72,,,,,,,Female,Age 50 to 54,,,,,,,,,Colorado,1.0,0.0,Within past 5 years (2 years but less than 5 years ago),Yes,7.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"Other race only, Non-Hispanic",1.75,54.43,No,Yes,No,No,"Yes, received Tdap",No,No
-,24.54,,,,,,,Female,Age 60 to 64,,,,,,,,,Colorado,0.0,20.0,Within past 5 years (2 years but less than 5 years ago),Yes,7.0,1 to 5,No,No,No,No,No,No,Yes,No,Yes,No,No,,No,No,No,Yes,Current smoker - now smokes every day,Not at all (right now),Yes,"White only, Non-Hispanic",1.85,84.37,Yes,No,No,Yes,"Yes, received Tdap",No,No
-,27.57,,,,,,,Male,Age 80 or older,,,,,,,,,Nebraska,10.0,0.0,Within past year (anytime less than 12 months ago),No,8.0,1 to 5,No,Yes,No,No,Yes,No,No,No,No,"No, pre-diabetes or borderline diabetes",No,No,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.7,79.83,No,No,No,Yes,"Yes, received tetanus shot but not sure what type",No,Yes
-No,27.5,No,No,No,0.0,0.0,No,Male,55-59,White,No,Yes,Good,5.0,No,No,Yes,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,22.22,Yes,No,No,0.0,14.0,No,Female,45-49,American Indian/Alaskan Native,No,Yes,Good,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,24.96,,,,,,,Male,Age 18 to 24,,,,,,,,,Minnesota,0.0,14.0,Within past 5 years (2 years but less than 5 years ago),No,6.0,None of them,No,No,No,Yes,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"Black only, Non-Hispanic",1.65,68.04,No,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
-,22.24,,,,,,,Male,Age 65 to 69,,,,,,,,,Ohio,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.78,70.31,Yes,No,Yes,Yes,"Yes, received Tdap",No,No
-No,23.91,No,No,No,0.0,1.0,No,Female,40-44,White,No,Yes,Very good,7.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,38.74,,,,,,,Male,Age 70 to 74,,,,,,,,,Ohio,3.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,"6 or more, but not all",No,No,No,No,No,No,No,No,Yes,Yes,Yes,No,No,Yes,No,No,Never smoked,Not at all (right now),Yes,"White only, Non-Hispanic",1.68,108.86,No,Yes,Yes,Yes,"Yes, received Tdap",No,No
-No,26.26,Yes,No,No,0.0,0.0,No,Female,70-74,White,No,Yes,Very good,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,24.59,,,,,,,Male,Age 60 to 64,,,,,,,,,Illinois,,,Within past year (anytime less than 12 months ago),Yes,4.0,1 to 5,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"Other race only, Non-Hispanic",1.7,71.21,No,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
-Yes,24.37,Yes,No,No,0.0,0.0,No,Male,75-79,White,No,Yes,Good,8.0,No,No,Yes,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,36.26,,,,,,,Female,Age 50 to 54,,,,,,,,,Georgia,10.0,5.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.8,117.93,No,No,Yes,No,"Yes, received Tdap",No,Yes
-,28.06,,,,,,,Male,Age 75 to 79,,,,,,,,,Wisconsin,3.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,Yes,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.75,86.18,Yes,No,Yes,Yes,"Yes, received Tdap",No,No
-,30.29,,,,,,,Female,Age 45 to 49,,,,,,,,,Indiana,0.0,1.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,Yes,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.65,82.55,Yes,No,Yes,Yes,"Yes, received Tdap",No,No
-No,24.59,No,No,No,0.0,5.0,No,Male,55-59,White,No,Yes,Excellent,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,30.34,,,,,,,Male,Age 80 or older,,,,,,,,,Kansas,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,Yes,No,No,No,No,No,No,Yes,,No,No,No,Yes,No,No,Former smoker,Use them some days,No,,1.85,104.33,Yes,No,No,Yes,"Yes, received tetanus shot but not sure what type",No,No
-,32.55,,,,,,,Male,Age 60 to 64,,,,,,,,,Nevada,2.0,0.0,Within past year (anytime less than 12 months ago),Yes,5.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,,,,,,,"White only, Non-Hispanic",1.83,108.86,,,,,,,
-No,33.2,No,No,No,21.0,0.0,No,Male,65-69,American Indian/Alaskan Native,Yes,Yes,Fair,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,30.9,,,,,,,Female,Age 30 to 34,,,,,,,,,Indiana,0.0,2.0,Within past 2 years (1 year but less than 2 years ago),Yes,8.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.63,81.65,Yes,Yes,No,No,"Yes, received Tdap",No,No
-,21.95,,,,,,,Female,Age 70 to 74,,,,,,,,,Florida,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,Yes,No,No,No,No,Yes,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.57,54.43,Yes,Yes,Yes,Yes,"Yes, received Tdap",No,No
-,31.66,,,,,,,Male,Age 70 to 74,,,,,,,,,Ohio,0.0,0.0,Within past 5 years (2 years but less than 5 years ago),Yes,7.0,1 to 5,No,No,No,No,Yes,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.85,108.86,No,No,No,No,,No,No
-,26.58,,,,,,,Male,Age 50 to 54,,,,,,,,,Virginia,3.0,20.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.75,81.65,Yes,Yes,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
-,22.81,,,,,,,Male,Age 25 to 29,,,,,,,,,Oklahoma,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"Other race only, Non-Hispanic",1.73,68.04,Yes,No,,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-,36.81,,,,,,,Male,Age 80 or older,,,,,,,,,Florida,30.0,0.0,Within past year (anytime less than 12 months ago),No,6.0,All,No,No,No,No,No,Yes,No,No,No,No,Yes,No,No,Yes,Yes,Yes,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.7,106.59,Yes,No,No,No,"Yes, received Tdap",No,No
-,26.57,,,,,,,Female,Age 65 to 69,,,,,,,,,South Dakota,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.6,68.04,Yes,No,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,Tested positive using home test without a health professional
-,23.05,,,,,,,Female,Age 75 to 79,,,,,,,,,Nebraska,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,9.0,None of them,No,No,No,No,Yes,No,No,No,Yes,"No, pre-diabetes or borderline diabetes",No,No,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.55,55.34,,,,,,,
-No,29.6,No,No,No,0.0,0.0,No,Female,45-49,Hispanic,No,Yes,Fair,9.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,20.6,No,Yes,No,0.0,30.0,No,Female,40-44,White,No,Yes,Excellent,9.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,35.88,,,,,,,Male,Age 50 to 54,,,,,,,,,Florida,7.0,10.0,Within past year (anytime less than 12 months ago),No,8.0,"6 or more, but not all",Yes,Yes,No,No,No,No,No,No,No,Yes,No,No,Yes,Yes,No,No,Former smoker,Use them some days,Yes,"White only, Non-Hispanic",1.73,107.05,No,Yes,Yes,No,"Yes, received tetanus shot, but not Tdap",No,No
-,21.63,,,,,,,Male,Age 75 to 79,,,,,,,,,Wisconsin,1.0,1.0,Within past year (anytime less than 12 months ago),Yes,6.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Current smoker - now smokes every day,Not at all (right now),Yes,Hispanic,1.65,58.97,Yes,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
-No,24.33,Yes,No,No,0.0,0.0,No,Female,60-64,White,No,Yes,Good,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,30.68,Yes,No,No,0.0,0.0,No,Male,65-69,White,No,Yes,Very good,5.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,29.53,,,,,,,Male,Age 50 to 54,,,,,,,,,Ohio,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.88,104.33,Yes,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-,,,,,,,,Female,Age 75 to 79,,,,,,,,,Indiana,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,1 to 5,No,No,No,No,No,No,No,No,No,No,,,,,,,,,,"Other race only, Non-Hispanic",,,,,,,,,
-,32.78,,,,,,,Male,Age 35 to 39,,,,,,,,,South Dakota,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,Yes,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.8,106.59,Yes,Yes,No,Yes,"Yes, received tetanus shot but not sure what type",No,Yes
-,21.13,,,,,,,Female,Age 70 to 74,,,,,,,,,District of Columbia,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"Black only, Non-Hispanic",1.65,57.61,Yes,Yes,Yes,Yes,"Yes, received Tdap",No,Yes
-No,15.96,No,No,No,30.0,15.0,Yes,Female,70-74,White,No,No,Poor,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,21.95,,,,,,,Female,,,,,,,,,,New Mexico,0.0,7.0,5 or more years ago,Yes,8.0,1 to 5,No,No,No,Yes,No,No,Yes,No,No,No,No,Yes,No,No,No,No,,,,,1.57,54.43,,,,,,,
-No,21.7,No,No,No,0.0,5.0,No,Male,18-24,White,No,Yes,Excellent,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,30.79,,,,,,,Female,Age 75 to 79,,,,,,,,,Maine,0.0,0.0,Within past year (anytime less than 12 months ago),No,9.0,"6 or more, but not all",Yes,Yes,No,No,No,Yes,No,No,Yes,"Yes, but only during pregnancy (female)",No,No,No,No,No,Yes,Current smoker - now smokes every day,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.65,83.91,No,No,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,Yes
-Yes,20.54,Yes,No,No,0.0,0.0,No,Male,80 or older,Asian,No,Yes,Excellent,8.0,Yes,No,Yes,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,34.54,,,,,,,Female,Age 55 to 59,,,,,,,,,North Carolina,0.0,10.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,No,No,No,No,No,No,Yes,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"Black only, Non-Hispanic",1.6,88.45,Yes,Yes,Yes,No,"Yes, received Tdap",No,Yes
-,32.69,,,,,,,Female,Age 55 to 59,,,,,,,,,Wisconsin,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,"6 or more, but not all",Yes,Yes,No,No,No,No,Yes,No,No,Yes,No,No,No,No,No,No,Current smoker - now smokes every day,Not at all (right now),No,"White only, Non-Hispanic",1.73,97.52,Yes,Yes,No,No,"Yes, received tetanus shot but not sure what type",No,No
-,,,,,,,,Female,Age 60 to 64,,,,,,,,,Minnesota,,1.0,Within past year (anytime less than 12 months ago),Yes,4.0,None of them,No,No,No,No,No,No,No,No,Yes,No,No,No,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.6,,Yes,No,No,No,"Yes, received tetanus shot but not sure what type",No,No
-,27.8,,,,,,,Male,Age 25 to 29,,,,,,,,,Arkansas,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,Yes,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Not at all (right now),No,"White only, Non-Hispanic",1.83,92.99,Yes,No,No,No,"Yes, received tetanus shot but not sure what type",No,No
-No,21.63,Yes,No,No,0.0,0.0,No,Male,30-34,Hispanic,No,No,Good,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,29.29,,,,,,,Female,Age 75 to 79,,,,,,,,,Massachusetts,0.0,8.0,Within past year (anytime less than 12 months ago),Yes,5.0,None of them,No,No,No,No,No,No,No,No,Yes,No,Yes,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.52,68.04,Yes,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
-Yes,27.88,No,No,No,0.0,0.0,No,Male,75-79,White,No,Yes,Very good,9.0,No,No,Yes,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,31.89,Yes,No,No,2.0,5.0,No,Female,60-64,White,No,Yes,Good,6.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,28.07,,,,,,,Male,Age 35 to 39,,,,,,,,,Ohio,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Not at all (right now),No,"Black only, Non-Hispanic",1.83,93.89,No,,Yes,No,"Yes, received Tdap",,
-,32.26,,,,,,,Female,Age 30 to 34,,,,,,,,,Texas,0.0,7.0,Within past year (anytime less than 12 months ago),No,7.0,None of them,No,No,No,No,No,No,No,No,Yes,Yes,No,No,No,Yes,Yes,Yes,Former smoker,Never used e-cigarettes in my entire life,Yes,Hispanic,1.7,93.44,No,Yes,No,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
-,26.54,,,,,,,Male,Age 50 to 54,,,,,,,,,Mississippi,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,Current smoker - now smokes every day,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.78,83.91,Yes,Yes,No,Yes,"Yes, received tetanus shot but not sure what type",No,Yes
-,31.01,,,,,,,Female,Age 80 or older,,,,,,,,,New Hampshire,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,9.0,1 to 5,No,No,No,No,Yes,No,No,No,No,Yes,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.75,95.25,No,No,Yes,Yes,"Yes, received Tdap",No,No
-,15.81,,,,,,,Female,Age 65 to 69,,,,,,,,,Florida,30.0,14.0,Within past year (anytime less than 12 months ago),Yes,8.0,"6 or more, but not all",No,No,Yes,No,No,Yes,Yes,No,Yes,Yes,No,No,Yes,Yes,Yes,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"Black only, Non-Hispanic",1.65,43.09,No,Yes,Yes,Yes,"Yes, received Tdap",No,No
-,25.1,,,,,,,Male,Age 18 to 24,,,,,,,,,New Jersey,0.0,1.0,Within past 2 years (1 year but less than 2 years ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.75,77.11,Yes,Yes,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-,34.75,,,,,,,Female,Age 55 to 59,,,,,,,,,Ohio,0.0,0.0,Within past year (anytime less than 12 months ago),No,6.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.57,86.18,No,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-,25.77,,,,,,,Male,Age 70 to 74,,,,,,,,,Louisiana,30.0,0.0,Within past year (anytime less than 12 months ago),Yes,10.0,"6 or more, but not all",No,No,Yes,No,Yes,No,No,No,Yes,Yes,No,No,Yes,Yes,No,Yes,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.83,86.18,No,No,Yes,Yes,,No,No
-No,28.75,Yes,Yes,No,0.0,2.0,No,Male,50-54,White,No,Yes,Very good,5.0,No,Yes,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,30.9,,,,,,,Female,Age 18 to 24,,,,,,,,,Indiana,0.0,0.0,Within past year (anytime less than 12 months ago),No,8.0,None of them,No,No,No,Yes,No,No,No,No,No,No,No,Yes,Yes,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"Black only, Non-Hispanic",1.63,81.65,No,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-,46.59,,,,,,,Female,Age 40 to 44,,,,,,,,,West Virginia,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,1 to 5,No,No,No,No,No,No,No,No,Yes,Yes,No,No,No,No,No,No,Former smoker,Use them every day,Yes,"White only, Non-Hispanic",1.65,127.01,No,Yes,No,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
-,,,,,,,,Male,Age 40 to 44,,,,,,,,,Washington,0.0,0.0,5 or more years ago,Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,Hispanic,,81.65,No,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
-No,30.85,No,No,No,0.0,0.0,Yes,Male,65-69,White,No,Yes,Good,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,25.54,No,No,No,5.0,0.0,No,Male,60-64,White,No,No,Good,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,20.6,No,No,No,0.0,0.0,No,Female,30-34,White,No,Yes,Excellent,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,29.57,No,No,No,30.0,0.0,Yes,Female,75-79,White,Yes,No,Poor,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,20.98,,,,,,,Female,Age 65 to 69,,,,,,,,,Washington,0.0,0.0,5 or more years ago,Yes,8.0,All,No,No,No,No,No,No,No,No,Yes,No,No,No,No,Yes,No,No,Current smoker - now smokes some days,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.68,58.97,No,Yes,No,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
-No,40.62,No,No,No,0.0,30.0,Yes,Female,45-49,Other,Yes,Yes,Fair,4.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,33.91,,,,,,,Male,Age 45 to 49,,,,,,,,,Indiana,5.0,3.0,Within past 5 years (2 years but less than 5 years ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.83,113.4,Yes,No,Yes,Yes,"Yes, received Tdap",No,No
-No,27.27,Yes,No,No,0.0,0.0,No,Male,50-54,White,No,Yes,Good,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,28.7,,,,,,,Male,Age 60 to 64,,,,,,,,,Ohio,0.0,2.0,Within past 5 years (2 years but less than 5 years ago),Yes,8.0,1 to 5,No,No,No,No,Yes,No,Yes,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.78,90.72,Yes,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
-,32.45,,,,,,,Female,Age 30 to 34,,,,,,,,,Texas,7.0,30.0,Within past 2 years (1 year but less than 2 years ago),No,5.0,1 to 5,No,No,No,No,No,No,Yes,No,No,No,Yes,No,Yes,No,No,No,Current smoker - now smokes every day,Not at all (right now),Yes,"White only, Non-Hispanic",1.65,88.45,Yes,Yes,No,Yes,"Yes, received tetanus shot but not sure what type",No,Yes
-,30.13,,,,,,,Male,Age 80 or older,,,,,,,,,South Dakota,30.0,0.0,Within past 5 years (2 years but less than 5 years ago),Yes,4.0,1 to 5,No,No,No,No,Yes,No,No,Yes,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.78,95.25,No,No,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,Yes
-No,37.68,No,No,No,5.0,0.0,No,Female,50-54,Black,No,No,Good,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,30.54,,,,,,,Female,Age 45 to 49,,,,,,,,,California,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"Other race only, Non-Hispanic",1.57,75.75,Yes,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-,26.64,,,,,,,Male,Age 65 to 69,,,,,,,,,New Hampshire,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.8,86.64,Yes,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
-,29.18,,,,,,,Female,Age 45 to 49,,,,,,,,,Nebraska,3.0,3.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.63,77.11,Yes,Yes,No,Yes,"Yes, received Tdap",No,No
-,24.96,,,,,,,Female,Age 60 to 64,,,,,,,,,Washington,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,1 to 5,No,No,No,Yes,No,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.65,68.04,No,No,Yes,Yes,"Yes, received Tdap",No,Yes
-,26.61,,,,,,,Female,Age 75 to 79,,,,,,,,,Delaware,0.0,0.0,Within past year (anytime less than 12 months ago),No,8.0,None of them,No,No,No,No,No,No,No,No,Yes,No,Yes,No,No,No,No,No,Former smoker,Not at all (right now),Yes,"White only, Non-Hispanic",1.73,79.38,Yes,No,No,Yes,"Yes, received tetanus shot, but not Tdap",No,Tested positive using home test without a health professional
-,20.51,,,,,,,Female,Age 18 to 24,,,,,,,,,Nebraska,0.0,0.0,5 or more years ago,No,9.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"Other race only, Non-Hispanic",1.52,47.63,No,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-,33.64,,,,,,,Female,Age 65 to 69,,,,,,,,,Maryland,13.0,12.0,Within past year (anytime less than 12 months ago),Yes,9.0,1 to 5,Yes,No,No,No,No,Yes,Yes,No,Yes,No,No,No,Yes,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.63,88.9,Yes,Yes,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
-,29.13,,,,,,,Male,Age 70 to 74,,,,,,,,,Maine,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,9.0,None of them,Yes,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.78,92.08,Yes,No,Yes,Yes,"Yes, received tetanus shot, but not Tdap",No,Yes
-,35.67,,,,,,,Female,Age 35 to 39,,,,,,,,,New York,3.0,5.0,Within past 2 years (1 year but less than 2 years ago),Yes,5.0,None of them,No,No,No,No,No,No,No,No,No,"Yes, but only during pregnancy (female)",No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.68,100.24,Yes,No,No,No,"Yes, received tetanus shot, but not Tdap",No,Yes
-,43.24,,,,,,,Male,Age 60 to 64,,,,,,,,,New Mexico,5.0,0.0,Within past year (anytime less than 12 months ago),No,8.0,1 to 5,No,No,No,No,No,No,No,No,No,Yes,No,No,No,Yes,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"Other race only, Non-Hispanic",1.8,140.61,No,,No,Yes,"No, did not receive any tetanus shot in the past 10 years",No,Yes
-,18.36,,,,,,,Female,Age 30 to 34,,,,,,,,,West Virginia,0.0,0.0,Within past 5 years (2 years but less than 5 years ago),Yes,6.0,1 to 5,No,No,No,Yes,No,No,No,No,No,No,No,No,No,No,No,No,Current smoker - now smokes every day,Use them some days,No,"White only, Non-Hispanic",1.52,42.64,No,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-,21.79,,,,,,,Male,Age 30 to 34,,,,,,,,,Colorado,0.0,2.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.68,61.23,Yes,No,No,No,"Yes, received Tdap",No,No
-,34.96,,,,,,,Male,Age 25 to 29,,,,,,,,,Alabama,2.0,15.0,Within past year (anytime less than 12 months ago),No,8.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Yes,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.85,120.2,No,Yes,Yes,No,"Yes, received tetanus shot but not sure what type",No,No
-No,31.32,Yes,No,No,0.0,0.0,No,Female,55-59,White,No,Yes,Very good,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-Yes,43.76,No,No,Yes,15.0,30.0,Yes,Male,70-74,White,Yes,Yes,Poor,8.0,No,No,Yes,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,21.03,No,No,No,0.0,0.0,No,Female,30-34,Hispanic,No,Yes,Good,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,23.26,,,,,,,Male,Age 80 or older,,,,,,,,,Utah,0.0,1.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,No,,No,No,No,No,No,No,No,Yes,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.73,69.4,No,,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
-No,22.15,Yes,No,No,0.0,0.0,No,Male,60-64,White,No,Yes,Very good,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,28.12,,,,,,,Female,Age 75 to 79,,,,,,,,,Louisiana,25.0,10.0,Within past year (anytime less than 12 months ago),No,10.0,,No,No,No,No,Yes,No,No,No,Yes,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.65,76.66,No,No,No,No,"Yes, received tetanus shot but not sure what type",No,Yes
-,34.87,,,,,,,Male,Age 45 to 49,,,,,,,,,Ohio,0.0,20.0,Within past year (anytime less than 12 months ago),Yes,3.0,1 to 5,No,No,No,No,No,No,Yes,No,No,No,No,No,Yes,Yes,Yes,Yes,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.8,113.4,No,Yes,No,No,"Yes, received Tdap",No,Yes
-No,18.65,No,No,No,1.0,0.0,Yes,Male,35-39,White,No,Yes,Very good,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,39.05,,,,,,,Male,Age 25 to 29,,,,,,,,,Montana,0.0,2.0,Within past year (anytime less than 12 months ago),No,5.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.8,127.01,No,No,No,Yes,,No,No
-,27.4,,,,,,,Female,Age 18 to 24,,,,,,,,,Utah,0.0,30.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Use them some days,No,"White only, Non-Hispanic",1.55,65.77,Yes,No,Yes,No,"Yes, received Tdap",No,No
-,39.89,,,,,,,Male,Age 45 to 49,,,,,,,,,Utah,1.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,Yes,Yes,No,Yes,Yes,Yes,Yes,No,No,No,Yes,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,Hispanic,1.8,129.73,No,Yes,Yes,No,"Yes, received Tdap",No,No
-No,19.94,No,No,No,0.0,5.0,No,Female,70-74,White,No,Yes,Good,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,46.59,,,,,,,Female,Age 60 to 64,,,,,,,,,Alabama,0.0,15.0,Within past year (anytime less than 12 months ago),No,6.0,"6 or more, but not all",No,No,No,No,No,No,Yes,No,Yes,No,No,No,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"Black only, Non-Hispanic",1.65,127.01,Yes,No,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
-,27.09,,,,,,,Male,Age 65 to 69,,,,,,,,,South Carolina,4.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,1 to 5,No,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,Hispanic,1.88,95.71,Yes,Yes,Yes,No,"Yes, received tetanus shot but not sure what type",No,Yes
-No,31.53,Yes,No,No,0.0,0.0,No,Female,50-54,White,No,Yes,Excellent,6.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,36.18,No,No,No,0.0,0.0,No,Male,40-44,Hispanic,No,Yes,Very good,9.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,27.89,,,,,,,Male,Age 65 to 69,,,,,,,,,Oklahoma,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,"6 or more, but not all",No,No,No,No,No,No,No,No,No,Yes,No,No,Yes,Yes,Yes,Yes,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.8,90.72,Yes,Yes,Yes,Yes,"Yes, received Tdap",No,No
-,25.8,,,,,,,Male,Age 75 to 79,,,,,,,,,Michigan,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.8,83.91,No,No,Yes,Yes,"Yes, received Tdap",No,No
-,37.12,,,,,,,Female,Age 60 to 64,,,,,,,,,New Hampshire,0.0,0.0,Within past 5 years (2 years but less than 5 years ago),Yes,6.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.68,104.33,No,No,No,No,"Yes, received tetanus shot, but not Tdap",No,No
-,26.52,,,,,,,Female,Age 70 to 74,,,,,,,,,New York,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.57,65.77,Yes,Yes,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,Yes
-No,31.62,Yes,Yes,No,0.0,0.0,No,Female,35-39,Other,No,Yes,Good,10.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,23.03,No,No,Yes,2.0,3.0,No,Female,80 or older,Black,Yes (during pregnancy),No,Good,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,18.99,No,No,No,2.0,17.0,No,Male,18-24,White,No,Yes,Very good,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,22.32,,,,,,,Male,Age 25 to 29,,,,,,,,,Ohio,0.0,30.0,Within past 5 years (2 years but less than 5 years ago),Yes,5.0,1 to 5,No,No,No,No,No,No,Yes,No,No,No,No,No,Yes,No,No,No,Current smoker - now smokes every day,Use them some days,No,"Multiracial, Non-Hispanic",1.8,72.57,Yes,Yes,No,No,"Yes, received tetanus shot but not sure what type",Yes,Yes
-,24.41,,,,,,,Male,Age 25 to 29,,,,,,,,,Wyoming,0.0,20.0,Within past 2 years (1 year but less than 2 years ago),No,6.0,None of them,No,No,No,Yes,No,No,No,No,No,No,No,No,Yes,No,No,Yes,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.83,81.65,No,Yes,No,No,"Yes, received Tdap",No,No
-No,20.25,Yes,No,No,0.0,15.0,No,Female,35-39,White,No,No,Very good,5.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-Yes,38.74,Yes,No,No,30.0,15.0,No,Male,70-74,White,Yes,No,Fair,9.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,34.7,,,,,,,Female,Age 55 to 59,,,,,,,,,New York,30.0,20.0,Within past year (anytime less than 12 months ago),No,12.0,All,No,No,No,Yes,No,No,Yes,No,Yes,No,No,No,Yes,Yes,No,No,Never smoked,Not at all (right now),No,"White only, Non-Hispanic",1.75,106.59,Yes,Yes,No,Yes,"No, did not receive any tetanus shot in the past 10 years",No,Yes
-,39.58,,,,,,,Male,Age 50 to 54,,,,,,,,,Texas,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.85,136.08,No,No,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-,29.85,,,,,,,Female,Age 65 to 69,,,,,,,,,Maryland,0.0,0.0,Within past 2 years (1 year but less than 2 years ago),No,9.0,1 to 5,No,No,Yes,No,No,No,Yes,No,No,No,No,Yes,Yes,Yes,No,Yes,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.55,71.67,No,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-No,22.14,Yes,No,No,5.0,0.0,Yes,Female,30-34,Other,No,Yes,Good,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,28.28,,,,,,,Female,Age 70 to 74,,,,,,,,,Mississippi,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,9.0,1 to 5,No,Yes,No,Yes,No,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.5,63.5,No,No,Yes,Yes,"Yes, received Tdap",No,Yes
-No,26.39,No,No,No,0.0,0.0,No,Male,35-39,Hispanic,No,Yes,Very good,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,41.6,,,,,,,Female,Age 55 to 59,,,,,,,,,Puerto Rico,30.0,30.0,Within past year (anytime less than 12 months ago),No,5.0,"6 or more, but not all",No,Yes,No,No,No,No,Yes,No,Yes,No,Yes,No,Yes,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,Hispanic,1.65,113.4,No,Yes,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-,22.71,,,,,,,Female,Age 30 to 34,,,,,,,,,Maine,0.0,0.0,Within past 2 years (1 year but less than 2 years ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Not at all (right now),No,"White only, Non-Hispanic",1.7,65.77,Yes,No,No,No,"Yes, received tetanus shot but not sure what type",No,Tested positive using home test without a health professional
-,21.46,,,,,,,Female,Age 80 or older,,,,,,,,,Michigan,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,"Yes, but only during pregnancy (female)",No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.63,56.7,No,No,Yes,Yes,"Yes, received Tdap",No,No
-,29.7,,,,,,,Female,Age 55 to 59,,,,,,,,,Texas,0.0,0.0,Within past year (anytime less than 12 months ago),No,6.0,None of them,No,No,No,Yes,No,,Yes,Yes,Yes,No,Yes,No,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.68,83.46,No,Yes,No,No,"Yes, received tetanus shot but not sure what type",No,Yes
-,,,,,,,,Female,Age 80 or older,,,,,,,,,Iowa,10.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,"6 or more, but not all",No,Yes,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.63,,No,No,No,Yes,,No,No
-,26.04,,,,,,,Male,Age 45 to 49,,,,,,,,,South Dakota,0.0,0.0,5 or more years ago,No,3.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"Black only, Non-Hispanic",1.83,87.09,No,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-,25.85,,,,,,,Female,Age 70 to 74,,,,,,,,,Georgia,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,Yes,Yes,No,No,No,No,No,No,No,No,No,Yes,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.73,77.11,Yes,No,Yes,Yes,"Yes, received Tdap",No,No
-,32.23,,,,,,,Male,Age 70 to 74,,,,,,,,,Maryland,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,No,Yes,No,No,No,No,No,No,Yes,Yes,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"Black only, Non-Hispanic",1.88,113.85,No,Yes,Yes,Yes,"Yes, received tetanus shot, but not Tdap",No,No
-,28.32,,,,,,,Female,Age 70 to 74,,,,,,,,,Indiana,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,1 to 5,No,No,No,Yes,No,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.52,65.77,Yes,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
-,26.11,,,,,,,Male,Age 45 to 49,,,,,,,,,New York,0.0,4.0,Within past year (anytime less than 12 months ago),Yes,6.0,"6 or more, but not all",No,No,No,Yes,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Not at all (right now),No,"White only, Non-Hispanic",1.78,82.55,No,Yes,No,No,"Yes, received Tdap",No,Yes
-No,24.21,Yes,No,No,0.0,0.0,No,Female,70-74,White,No,Yes,Excellent,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-No,23.99,Yes,No,No,0.0,0.0,No,Male,35-39,White,No,Yes,Excellent,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,22.24,,,,,,,Female,Age 80 or older,,,,,,,,,New Hampshire,0.0,3.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.7,64.41,Yes,No,Yes,Yes,"Yes, received Tdap",No,No
-No,24.39,No,No,No,0.0,2.0,No,Male,75-79,White,No,Yes,Excellent,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,30.04,,,,,,,Male,Age 55 to 59,,,,,,,,,Idaho,2.0,0.0,Within past 2 years (1 year but less than 2 years ago),No,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.63,79.38,No,No,No,No,"Yes, received tetanus shot but not sure what type",No,No
-,23.89,,,,,,,Female,Age 35 to 39,,,,,,,,,New Jersey,10.0,0.0,Within past year (anytime less than 12 months ago),No,5.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Current smoker - now smokes every day,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.68,67.13,Yes,Yes,Yes,No,"Yes, received tetanus shot but not sure what type",No,Yes
-Yes,37.61,No,No,No,0.0,0.0,No,Male,60-64,White,"No, borderline diabetes",Yes,Good,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-,30.42,,,,,,,Female,Age 80 or older,,,,,,,,,Massachusetts,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.55,73.03,Yes,No,No,Yes,"Yes, received Tdap",No,Yes
+HeartDisease,BMI,Smoking,AlcoholDrinking,Stroke,PhysicalHealth,MentalHealth,DiffWalking,Sex,AgeCategory,Race,Diabetic,PhysicalActivity,SleepTime,Asthma,KidneyDisease,SkinCancer,State,PhysicalHealthDays,MentalHealthDays,LastCheckupTime,PhysicalActivities,SleepHours,RemovedTeeth,HadHeartAttack,HadAngina,HadStroke,HadAsthma,HadSkinCancer,HadCOPD,HadDepressiveDisorder,HadKidneyDisease,HadArthritis,HadDiabetes,DeafOrHardOfHearing,BlindOrVisionDifficulty,DifficultyConcentrating,DifficultyWalking,DifficultyDressingBathing,DifficultyErrands,SmokerStatus,ECigaretteUsage,ChestScan,RaceEthnicityCategory,HeightInMeters,WeightInKilograms,AlcoholDrinkers,HIVTesting,FluVaxLast12,PneumoVaxEver,TetanusLast10Tdap,HighRiskLastYear,CovidPos
+,25.82,,,,,,,Male,Age 80 or older,,,,,,,,Utah,0.0,0.0,Within past year (anytime less than 12 months ago),No,8.0,1 to 5,No,No,No,No,Yes,No,No,No,Yes,No,Yes,No,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.68,72.57,Yes,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+,21.79,,,,,,,Female,Age 45 to 49,,,,,,,,Virginia,7.0,3.0,Within past 2 years (1 year but less than 2 years ago),Yes,4.0,All,Yes,No,No,No,No,No,No,No,Yes,No,No,Yes,No,No,No,No,Current smoker - now smokes some days,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.68,61.23,No,Yes,No,No,"Yes, received tetanus shot but not sure what type",No,Yes
+No,23.4,No,Yes,No,15.0,20.0,No,Female,18-24,White,No,Yes,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,29.76,No,No,No,2.0,8.0,No,Female,35-39,White,No,Yes,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,33.45,,,,,,,Male,Age 80 or older,,,,,,,,Georgia,0.0,3.0,Within past year (anytime less than 12 months ago),Yes,8.0,"6 or more, but not all",Yes,Yes,No,No,No,No,Yes,No,No,No,No,No,Yes,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.73,99.79,Yes,,,,,,
+,19.53,,,,,,,Female,Age 60 to 64,,,,,,,,Florida,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,"6 or more, but not all",No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Former smoker,Not at all (right now),Yes,"White only, Non-Hispanic",1.8,63.5,Yes,No,Yes,Yes,"Yes, received Tdap",No,No
+No,30.99,No,No,No,0.0,0.0,No,Female,45-49,White,No,No,10.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,25.32,No,No,No,0.0,0.0,No,Female,55-59,White,No,Yes,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,27.46,,,,,,,Female,Age 45 to 49,,,,,,,,Illinois,3.0,6.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,Current smoker - now smokes some days,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.63,72.57,Yes,Yes,Yes,No,"Yes, received tetanus shot but not sure what type",No,Yes
+,27.46,,,,,,,Female,Age 25 to 29,,,,,,,,Washington,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.63,72.57,Yes,No,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+,48.81,,,,,,,Male,Age 55 to 59,,,,,,,,Arkansas,15.0,20.0,Within past year (anytime less than 12 months ago),No,7.0,"6 or more, but not all",No,No,No,No,No,No,No,No,Yes,Yes,No,No,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.8,158.76,No,Yes,Yes,Yes,"Yes, received Tdap",No,Yes
+,29.53,,,,,,,Male,Age 65 to 69,,,,,,,,Nebraska,0.0,0.0,Within past year (anytime less than 12 months ago),No,7.0,1 to 5,No,No,No,No,No,No,No,No,Yes,Yes,No,No,No,No,No,No,Current smoker - now smokes every day,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.75,90.72,Yes,No,No,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
+,25.4,,,,,,,Male,Age 25 to 29,,,,,,,,Washington,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,Former smoker,Not at all (right now),No,"White only, Non-Hispanic",1.75,78.02,Yes,No,No,No,"Yes, received tetanus shot but not sure what type",No,Tested positive using home test without a health professional
+No,29.21,No,No,No,0.0,3.0,No,Male,70-74,White,No,Yes,9.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,26.63,,,,,,,Female,Age 30 to 34,,,,,,,,South Carolina,0.0,2.0,Within past 5 years (2 years but less than 5 years ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.7,77.11,Yes,Yes,Yes,,"No, did not receive any tetanus shot in the past 10 years",No,Tested positive using home test without a health professional
+,24.03,,,,,,,Female,Age 18 to 24,,,,,,,,Puerto Rico,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,Hispanic,1.5,53.98,No,No,Yes,No,"Yes, received tetanus shot but not sure what type",No,No
+,,,,,,,,Female,Age 40 to 44,,,,,,,,Hawaii,8.0,0.0,Within past 5 years (2 years but less than 5 years ago),Yes,7.0,None of them,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",,,No,Yes,No,No,,No,No
+,,,,,,,,Female,Age 60 to 64,,,,,,,,Utah,14.0,0.0,Within past 2 years (1 year but less than 2 years ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.65,,No,No,No,No,"Yes, received Tdap",No,No
+,27.8,,,,,,,Male,Age 30 to 34,,,,,,,,New York,0.0,5.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.83,92.99,Yes,No,No,,"Yes, received tetanus shot but not sure what type",No,No
+No,34.06,No,No,No,0.0,0.0,No,Male,50-54,Hispanic,No,Yes,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,38.1,Yes,No,No,1.0,0.0,No,Female,35-39,White,No,Yes,5.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,31.53,No,No,No,30.0,0.0,Yes,Female,80 or older,White,No,No,6.0,Yes,Yes,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,30.23,,,,,,,Female,Age 55 to 59,,,,,,,,Delaware,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.55,72.57,Yes,No,,Yes,"Yes, received Tdap",No,No
+No,31.89,No,No,No,4.0,0.0,No,Female,60-64,White,No,Yes,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,32.01,,,,,,,Female,Age 60 to 64,,,,,,,,Tennessee,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,"6 or more, but not all",No,No,No,No,No,No,No,No,No,Yes,No,,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,,1.57,79.38,Yes,Yes,No,No,"Yes, received tetanus shot but not sure what type",,
+No,28.0,Yes,No,No,30.0,0.0,No,Male,65-69,White,No,Yes,7.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,22.25,No,No,No,2.0,2.0,No,Male,18-24,White,No,Yes,8.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,17.33,Yes,No,No,0.0,0.0,No,Male,65-69,White,No,Yes,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,34.17,,,,,,,Male,Age 25 to 29,,,,,,,,Texas,2.0,9.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.8,111.13,No,No,No,Yes,"Yes, received Tdap",No,Yes
+,26.61,,,,,,,Male,Age 70 to 74,,,,,,,,New York,30.0,30.0,Within past year (anytime less than 12 months ago),Yes,6.0,"6 or more, but not all",No,No,No,No,Yes,No,No,No,Yes,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.73,79.38,Yes,Yes,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+No,32.61,No,No,No,0.0,5.0,No,Female,35-39,White,No,Yes,6.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,22.6,,,,,,,Male,Age 80 or older,,,,,,,,Wyoming,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,Yes,No,No,Yes,Yes,Yes,No,Yes,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.68,63.5,No,No,Yes,Yes,"Yes, received tetanus shot, but not Tdap",No,No
+,27.26,,,,,,,Male,Age 18 to 24,,,,,,,,Missouri,0.0,2.0,5 or more years ago,Yes,7.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Use them every day,No,"White only, Non-Hispanic",1.78,86.18,Yes,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+,22.6,,,,,,,Female,Age 70 to 74,,,,,,,,Kansas,2.0,2.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.68,63.5,No,No,No,No,"Yes, received tetanus shot but not sure what type",No,No
+,37.11,,,,,,,Female,Age 40 to 44,,,,,,,,California,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,Hispanic,1.52,86.18,No,No,Yes,No,"Yes, received tetanus shot but not sure what type",No,Yes
+No,26.29,No,No,No,0.0,0.0,No,Female,60-64,White,No,Yes,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,,,,,,,,Male,Age 65 to 69,,,,,,,,Ohio,2.0,0.0,Within past year (anytime less than 12 months ago),No,8.0,1 to 5,No,No,No,No,No,No,No,No,Yes,No,No,No,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.8,,No,No,Yes,,"Yes, received tetanus shot but not sure what type",No,No
+,34.3,,,,,,,Male,Age 40 to 44,,,,,,,,Oregon,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.85,117.93,Yes,Yes,No,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
+No,23.67,No,No,No,3.0,2.0,No,Male,18-24,Black,No,Yes,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,25.06,,,,,,,Male,Age 55 to 59,,,,,,,,Oregon,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,Yes,No,Yes,No,No,No,"No, pre-diabetes or borderline diabetes",No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.7,72.57,No,No,No,No,"Yes, received tetanus shot but not sure what type",No,Yes
+No,31.46,No,No,No,3.0,20.0,No,Male,65-69,Black,No,Yes,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,26.54,,,,,,,Female,Age 80 or older,,,,,,,,Tennessee,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,All,Yes,Yes,Yes,No,No,Yes,No,No,No,No,No,No,No,No,Yes,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.78,83.91,,,,,,,
+,27.89,,,,,,,Male,Age 25 to 29,,,,,,,,Colorado,0.0,0.0,5 or more years ago,Yes,7.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Not at all (right now),No,Hispanic,1.8,90.72,No,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+No,29.76,No,No,No,0.0,1.0,No,Female,55-59,White,No,Yes,7.0,No,No,Yes,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,26.61,Yes,No,No,0.0,0.0,No,Male,80 or older,White,No,Yes,15.0,No,No,Yes,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,32.28,,,,,,,Female,Age 80 or older,,,,,,,,Missouri,30.0,0.0,Within past year (anytime less than 12 months ago),No,7.0,"6 or more, but not all",No,Yes,No,Yes,Yes,Yes,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.68,90.72,Yes,No,Yes,Yes,,No,No
+No,20.78,No,No,No,0.0,5.0,No,Female,30-34,White,No,Yes,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,31.64,,,,,,,Female,Age 18 to 24,,,,,,,,Utah,0.0,10.0,Within past year (anytime less than 12 months ago),Yes,9.0,None of them,No,No,No,No,No,No,No,No,No,"Yes, but only during pregnancy (female)",No,No,No,No,No,No,Never smoked,Use them some days,Yes,Hispanic,1.52,73.48,No,No,No,No,"Yes, received Tdap",No,No
+No,30.45,Yes,No,No,0.0,0.0,No,Female,65-69,White,Yes,Yes,8.0,No,Yes,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,34.21,No,No,No,0.0,3.0,No,Male,35-39,White,No,Yes,5.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,37.79,,,,,,,Female,Age 55 to 59,,,,,,,,Maine,20.0,0.0,Within past year (anytime less than 12 months ago),Yes,10.0,"6 or more, but not all",No,No,No,No,No,No,No,No,Yes,No,No,No,No,Yes,No,No,Current smoker - now smokes every day,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.55,90.72,No,,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,Tested positive using home test without a health professional
+,20.34,,,,,,,Male,Age 80 or older,,,,,,,,Kansas,,0.0,Within past 2 years (1 year but less than 2 years ago),No,8.0,All,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.83,68.04,No,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+,28.75,,,,,,,Male,Age 18 to 24,,,,,,,,Ohio,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Not at all (right now),No,"White only, Non-Hispanic",1.83,96.16,Yes,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
+,15.04,,,,,,,Female,Age 30 to 34,,,,,,,,California,0.0,0.0,Within past 2 years (1 year but less than 2 years ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,Yes,No,No,No,Never smoked,Not at all (right now),Yes,"Other race only, Non-Hispanic",1.65,41.0,No,No,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
+No,30.54,No,No,No,0.0,14.0,No,Male,50-54,White,No,No,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,25.39,,,,,,,Male,Age 55 to 59,,,,,,,,California,30.0,4.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.73,75.75,Yes,Yes,Yes,No,"Yes, received Tdap",No,No
+,32.32,,,,,,,Male,Age 50 to 54,,,,,,,,Illinois,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.85,111.13,Yes,No,Yes,No,"Yes, received Tdap",No,No
+No,19.26,Yes,No,No,0.0,0.0,No,Male,50-54,White,No,Yes,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,36.49,,,,,,,Male,Age 40 to 44,,,,,,,,Arkansas,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"Black only, Non-Hispanic",1.73,108.86,No,Yes,No,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
+,21.02,,,,,,,Male,Age 55 to 59,,,,,,,,Iowa,7.0,0.0,Within past 2 years (1 year but less than 2 years ago),Yes,7.0,"6 or more, but not all",No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Current smoker - now smokes every day,Never used e-cigarettes in my entire life,Yes,"Black only, Non-Hispanic",1.83,70.31,Yes,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+,19.47,,,,,,,Female,Age 55 to 59,,,,,,,,Georgia,1.0,2.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"Multiracial, Non-Hispanic",1.65,53.07,Yes,No,No,No,"Yes, received Tdap",No,No
+,35.24,,,,,,,Male,Age 25 to 29,,,,,,,,Colorado,0.0,7.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Not at all (right now),No,"White only, Non-Hispanic",1.7,102.06,Yes,Yes,No,No,"Yes, received tetanus shot but not sure what type",No,No
+,17.72,,,,,,,Female,Age 50 to 54,,,,,,,,Colorado,1.0,0.0,Within past 5 years (2 years but less than 5 years ago),Yes,7.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"Other race only, Non-Hispanic",1.75,54.43,No,Yes,No,No,"Yes, received Tdap",No,No
+,24.54,,,,,,,Female,Age 60 to 64,,,,,,,,Colorado,0.0,20.0,Within past 5 years (2 years but less than 5 years ago),Yes,7.0,1 to 5,No,No,No,No,No,No,Yes,No,Yes,No,No,,No,No,No,Yes,Current smoker - now smokes every day,Not at all (right now),Yes,"White only, Non-Hispanic",1.85,84.37,Yes,No,No,Yes,"Yes, received Tdap",No,No
+,27.57,,,,,,,Male,Age 80 or older,,,,,,,,Nebraska,10.0,0.0,Within past year (anytime less than 12 months ago),No,8.0,1 to 5,No,Yes,No,No,Yes,No,No,No,No,"No, pre-diabetes or borderline diabetes",No,No,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.7,79.83,No,No,No,Yes,"Yes, received tetanus shot but not sure what type",No,Yes
+No,27.5,No,No,No,0.0,0.0,No,Male,55-59,White,No,Yes,5.0,No,No,Yes,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,22.22,Yes,No,No,0.0,14.0,No,Female,45-49,American Indian/Alaskan Native,No,Yes,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,24.96,,,,,,,Male,Age 18 to 24,,,,,,,,Minnesota,0.0,14.0,Within past 5 years (2 years but less than 5 years ago),No,6.0,None of them,No,No,No,Yes,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"Black only, Non-Hispanic",1.65,68.04,No,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
+,22.24,,,,,,,Male,Age 65 to 69,,,,,,,,Ohio,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.78,70.31,Yes,No,Yes,Yes,"Yes, received Tdap",No,No
+No,23.91,No,No,No,0.0,1.0,No,Female,40-44,White,No,Yes,7.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,38.74,,,,,,,Male,Age 70 to 74,,,,,,,,Ohio,3.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,"6 or more, but not all",No,No,No,No,No,No,No,No,Yes,Yes,Yes,No,No,Yes,No,No,Never smoked,Not at all (right now),Yes,"White only, Non-Hispanic",1.68,108.86,No,Yes,Yes,Yes,"Yes, received Tdap",No,No
+No,26.26,Yes,No,No,0.0,0.0,No,Female,70-74,White,No,Yes,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,24.59,,,,,,,Male,Age 60 to 64,,,,,,,,Illinois,,,Within past year (anytime less than 12 months ago),Yes,4.0,1 to 5,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"Other race only, Non-Hispanic",1.7,71.21,No,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
+Yes,24.37,Yes,No,No,0.0,0.0,No,Male,75-79,White,No,Yes,8.0,No,No,Yes,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,36.26,,,,,,,Female,Age 50 to 54,,,,,,,,Georgia,10.0,5.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.8,117.93,No,No,Yes,No,"Yes, received Tdap",No,Yes
+,28.06,,,,,,,Male,Age 75 to 79,,,,,,,,Wisconsin,3.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,Yes,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.75,86.18,Yes,No,Yes,Yes,"Yes, received Tdap",No,No
+,30.29,,,,,,,Female,Age 45 to 49,,,,,,,,Indiana,0.0,1.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,Yes,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.65,82.55,Yes,No,Yes,Yes,"Yes, received Tdap",No,No
+No,24.59,No,No,No,0.0,5.0,No,Male,55-59,White,No,Yes,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,30.34,,,,,,,Male,Age 80 or older,,,,,,,,Kansas,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,Yes,No,No,No,No,No,No,Yes,,No,No,No,Yes,No,No,Former smoker,Use them some days,No,,1.85,104.33,Yes,No,No,Yes,"Yes, received tetanus shot but not sure what type",No,No
+,32.55,,,,,,,Male,Age 60 to 64,,,,,,,,Nevada,2.0,0.0,Within past year (anytime less than 12 months ago),Yes,5.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,,,,,,,"White only, Non-Hispanic",1.83,108.86,,,,,,,
+No,33.2,No,No,No,21.0,0.0,No,Male,65-69,American Indian/Alaskan Native,Yes,Yes,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,30.9,,,,,,,Female,Age 30 to 34,,,,,,,,Indiana,0.0,2.0,Within past 2 years (1 year but less than 2 years ago),Yes,8.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.63,81.65,Yes,Yes,No,No,"Yes, received Tdap",No,No
+,21.95,,,,,,,Female,Age 70 to 74,,,,,,,,Florida,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,Yes,No,No,No,No,Yes,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.57,54.43,Yes,Yes,Yes,Yes,"Yes, received Tdap",No,No
+,31.66,,,,,,,Male,Age 70 to 74,,,,,,,,Ohio,0.0,0.0,Within past 5 years (2 years but less than 5 years ago),Yes,7.0,1 to 5,No,No,No,No,Yes,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.85,108.86,No,No,No,No,,No,No
+,26.58,,,,,,,Male,Age 50 to 54,,,,,,,,Virginia,3.0,20.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.75,81.65,Yes,Yes,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
+,22.81,,,,,,,Male,Age 25 to 29,,,,,,,,Oklahoma,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"Other race only, Non-Hispanic",1.73,68.04,Yes,No,,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+,36.81,,,,,,,Male,Age 80 or older,,,,,,,,Florida,30.0,0.0,Within past year (anytime less than 12 months ago),No,6.0,All,No,No,No,No,No,Yes,No,No,No,No,Yes,No,No,Yes,Yes,Yes,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.7,106.59,Yes,No,No,No,"Yes, received Tdap",No,No
+,26.57,,,,,,,Female,Age 65 to 69,,,,,,,,South Dakota,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,Yes,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.6,68.04,Yes,No,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,Tested positive using home test without a health professional
+,23.05,,,,,,,Female,Age 75 to 79,,,,,,,,Nebraska,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,9.0,None of them,No,No,No,No,Yes,No,No,No,Yes,"No, pre-diabetes or borderline diabetes",No,No,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.55,55.34,,,,,,,
+No,29.6,No,No,No,0.0,0.0,No,Female,45-49,Hispanic,No,Yes,9.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,20.6,No,Yes,No,0.0,30.0,No,Female,40-44,White,No,Yes,9.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,35.88,,,,,,,Male,Age 50 to 54,,,,,,,,Florida,7.0,10.0,Within past year (anytime less than 12 months ago),No,8.0,"6 or more, but not all",Yes,Yes,No,No,No,No,No,No,No,Yes,No,No,Yes,Yes,No,No,Former smoker,Use them some days,Yes,"White only, Non-Hispanic",1.73,107.05,No,Yes,Yes,No,"Yes, received tetanus shot, but not Tdap",No,No
+,21.63,,,,,,,Male,Age 75 to 79,,,,,,,,Wisconsin,1.0,1.0,Within past year (anytime less than 12 months ago),Yes,6.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Current smoker - now smokes every day,Not at all (right now),Yes,Hispanic,1.65,58.97,Yes,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
+No,24.33,Yes,No,No,0.0,0.0,No,Female,60-64,White,No,Yes,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,30.68,Yes,No,No,0.0,0.0,No,Male,65-69,White,No,Yes,5.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,29.53,,,,,,,Male,Age 50 to 54,,,,,,,,Ohio,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.88,104.33,Yes,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+,,,,,,,,Female,Age 75 to 79,,,,,,,,Indiana,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,1 to 5,No,No,No,No,No,No,No,No,No,No,,,,,,,,,,"Other race only, Non-Hispanic",,,,,,,,,
+,32.78,,,,,,,Male,Age 35 to 39,,,,,,,,South Dakota,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,Yes,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.8,106.59,Yes,Yes,No,Yes,"Yes, received tetanus shot but not sure what type",No,Yes
+,21.13,,,,,,,Female,Age 70 to 74,,,,,,,,District of Columbia,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"Black only, Non-Hispanic",1.65,57.61,Yes,Yes,Yes,Yes,"Yes, received Tdap",No,Yes
+No,15.96,No,No,No,30.0,15.0,Yes,Female,70-74,White,No,No,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,21.95,,,,,,,Female,,,,,,,,,New Mexico,0.0,7.0,5 or more years ago,Yes,8.0,1 to 5,No,No,No,Yes,No,No,Yes,No,No,No,No,Yes,No,No,No,No,,,,,1.57,54.43,,,,,,,
+No,21.7,No,No,No,0.0,5.0,No,Male,18-24,White,No,Yes,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,30.79,,,,,,,Female,Age 75 to 79,,,,,,,,Maine,0.0,0.0,Within past year (anytime less than 12 months ago),No,9.0,"6 or more, but not all",Yes,Yes,No,No,No,Yes,No,No,Yes,"Yes, but only during pregnancy (female)",No,No,No,No,No,Yes,Current smoker - now smokes every day,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.65,83.91,No,No,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,Yes
+Yes,20.54,Yes,No,No,0.0,0.0,No,Male,80 or older,Asian,No,Yes,8.0,Yes,No,Yes,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,34.54,,,,,,,Female,Age 55 to 59,,,,,,,,North Carolina,0.0,10.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,No,No,No,No,No,No,Yes,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"Black only, Non-Hispanic",1.6,88.45,Yes,Yes,Yes,No,"Yes, received Tdap",No,Yes
+,32.69,,,,,,,Female,Age 55 to 59,,,,,,,,Wisconsin,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,"6 or more, but not all",Yes,Yes,No,No,No,No,Yes,No,No,Yes,No,No,No,No,No,No,Current smoker - now smokes every day,Not at all (right now),No,"White only, Non-Hispanic",1.73,97.52,Yes,Yes,No,No,"Yes, received tetanus shot but not sure what type",No,No
+,,,,,,,,Female,Age 60 to 64,,,,,,,,Minnesota,,1.0,Within past year (anytime less than 12 months ago),Yes,4.0,None of them,No,No,No,No,No,No,No,No,Yes,No,No,No,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.6,,Yes,No,No,No,"Yes, received tetanus shot but not sure what type",No,No
+,27.8,,,,,,,Male,Age 25 to 29,,,,,,,,Arkansas,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,Yes,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Not at all (right now),No,"White only, Non-Hispanic",1.83,92.99,Yes,No,No,No,"Yes, received tetanus shot but not sure what type",No,No
+No,21.63,Yes,No,No,0.0,0.0,No,Male,30-34,Hispanic,No,No,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,29.29,,,,,,,Female,Age 75 to 79,,,,,,,,Massachusetts,0.0,8.0,Within past year (anytime less than 12 months ago),Yes,5.0,None of them,No,No,No,No,No,No,No,No,Yes,No,Yes,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.52,68.04,Yes,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
+Yes,27.88,No,No,No,0.0,0.0,No,Male,75-79,White,No,Yes,9.0,No,No,Yes,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,31.89,Yes,No,No,2.0,5.0,No,Female,60-64,White,No,Yes,6.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,28.07,,,,,,,Male,Age 35 to 39,,,,,,,,Ohio,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Not at all (right now),No,"Black only, Non-Hispanic",1.83,93.89,No,,Yes,No,"Yes, received Tdap",,
+,32.26,,,,,,,Female,Age 30 to 34,,,,,,,,Texas,0.0,7.0,Within past year (anytime less than 12 months ago),No,7.0,None of them,No,No,No,No,No,No,No,No,Yes,Yes,No,No,No,Yes,Yes,Yes,Former smoker,Never used e-cigarettes in my entire life,Yes,Hispanic,1.7,93.44,No,Yes,No,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
+,26.54,,,,,,,Male,Age 50 to 54,,,,,,,,Mississippi,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,Current smoker - now smokes every day,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.78,83.91,Yes,Yes,No,Yes,"Yes, received tetanus shot but not sure what type",No,Yes
+,31.01,,,,,,,Female,Age 80 or older,,,,,,,,New Hampshire,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,9.0,1 to 5,No,No,No,No,Yes,No,No,No,No,Yes,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.75,95.25,No,No,Yes,Yes,"Yes, received Tdap",No,No
+,15.81,,,,,,,Female,Age 65 to 69,,,,,,,,Florida,30.0,14.0,Within past year (anytime less than 12 months ago),Yes,8.0,"6 or more, but not all",No,No,Yes,No,No,Yes,Yes,No,Yes,Yes,No,No,Yes,Yes,Yes,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"Black only, Non-Hispanic",1.65,43.09,No,Yes,Yes,Yes,"Yes, received Tdap",No,No
+,25.1,,,,,,,Male,Age 18 to 24,,,,,,,,New Jersey,0.0,1.0,Within past 2 years (1 year but less than 2 years ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.75,77.11,Yes,Yes,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+,34.75,,,,,,,Female,Age 55 to 59,,,,,,,,Ohio,0.0,0.0,Within past year (anytime less than 12 months ago),No,6.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.57,86.18,No,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+,25.77,,,,,,,Male,Age 70 to 74,,,,,,,,Louisiana,30.0,0.0,Within past year (anytime less than 12 months ago),Yes,10.0,"6 or more, but not all",No,No,Yes,No,Yes,No,No,No,Yes,Yes,No,No,Yes,Yes,No,Yes,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.83,86.18,No,No,Yes,Yes,,No,No
+No,28.75,Yes,Yes,No,0.0,2.0,No,Male,50-54,White,No,Yes,5.0,No,Yes,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,30.9,,,,,,,Female,Age 18 to 24,,,,,,,,Indiana,0.0,0.0,Within past year (anytime less than 12 months ago),No,8.0,None of them,No,No,No,Yes,No,No,No,No,No,No,No,Yes,Yes,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"Black only, Non-Hispanic",1.63,81.65,No,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+,46.59,,,,,,,Female,Age 40 to 44,,,,,,,,West Virginia,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,1 to 5,No,No,No,No,No,No,No,No,Yes,Yes,No,No,No,No,No,No,Former smoker,Use them every day,Yes,"White only, Non-Hispanic",1.65,127.01,No,Yes,No,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
+,,,,,,,,Male,Age 40 to 44,,,,,,,,Washington,0.0,0.0,5 or more years ago,Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,Hispanic,,81.65,No,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
+No,30.85,No,No,No,0.0,0.0,Yes,Male,65-69,White,No,Yes,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,25.54,No,No,No,5.0,0.0,No,Male,60-64,White,No,No,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,20.6,No,No,No,0.0,0.0,No,Female,30-34,White,No,Yes,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,29.57,No,No,No,30.0,0.0,Yes,Female,75-79,White,Yes,No,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,20.98,,,,,,,Female,Age 65 to 69,,,,,,,,Washington,0.0,0.0,5 or more years ago,Yes,8.0,All,No,No,No,No,No,No,No,No,Yes,No,No,No,No,Yes,No,No,Current smoker - now smokes some days,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.68,58.97,No,Yes,No,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
+No,40.62,No,No,No,0.0,30.0,Yes,Female,45-49,Other,Yes,Yes,4.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,33.91,,,,,,,Male,Age 45 to 49,,,,,,,,Indiana,5.0,3.0,Within past 5 years (2 years but less than 5 years ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.83,113.4,Yes,No,Yes,Yes,"Yes, received Tdap",No,No
+No,27.27,Yes,No,No,0.0,0.0,No,Male,50-54,White,No,Yes,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,28.7,,,,,,,Male,Age 60 to 64,,,,,,,,Ohio,0.0,2.0,Within past 5 years (2 years but less than 5 years ago),Yes,8.0,1 to 5,No,No,No,No,Yes,No,Yes,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.78,90.72,Yes,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
+,32.45,,,,,,,Female,Age 30 to 34,,,,,,,,Texas,7.0,30.0,Within past 2 years (1 year but less than 2 years ago),No,5.0,1 to 5,No,No,No,No,No,No,Yes,No,No,No,Yes,No,Yes,No,No,No,Current smoker - now smokes every day,Not at all (right now),Yes,"White only, Non-Hispanic",1.65,88.45,Yes,Yes,No,Yes,"Yes, received tetanus shot but not sure what type",No,Yes
+,30.13,,,,,,,Male,Age 80 or older,,,,,,,,South Dakota,30.0,0.0,Within past 5 years (2 years but less than 5 years ago),Yes,4.0,1 to 5,No,No,No,No,Yes,No,No,Yes,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.78,95.25,No,No,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,Yes
+No,37.68,No,No,No,5.0,0.0,No,Female,50-54,Black,No,No,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,30.54,,,,,,,Female,Age 45 to 49,,,,,,,,California,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"Other race only, Non-Hispanic",1.57,75.75,Yes,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+,26.64,,,,,,,Male,Age 65 to 69,,,,,,,,New Hampshire,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.8,86.64,Yes,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
+,29.18,,,,,,,Female,Age 45 to 49,,,,,,,,Nebraska,3.0,3.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.63,77.11,Yes,Yes,No,Yes,"Yes, received Tdap",No,No
+,24.96,,,,,,,Female,Age 60 to 64,,,,,,,,Washington,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,1 to 5,No,No,No,Yes,No,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.65,68.04,No,No,Yes,Yes,"Yes, received Tdap",No,Yes
+,26.61,,,,,,,Female,Age 75 to 79,,,,,,,,Delaware,0.0,0.0,Within past year (anytime less than 12 months ago),No,8.0,None of them,No,No,No,No,No,No,No,No,Yes,No,Yes,No,No,No,No,No,Former smoker,Not at all (right now),Yes,"White only, Non-Hispanic",1.73,79.38,Yes,No,No,Yes,"Yes, received tetanus shot, but not Tdap",No,Tested positive using home test without a health professional
+,20.51,,,,,,,Female,Age 18 to 24,,,,,,,,Nebraska,0.0,0.0,5 or more years ago,No,9.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"Other race only, Non-Hispanic",1.52,47.63,No,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+,33.64,,,,,,,Female,Age 65 to 69,,,,,,,,Maryland,13.0,12.0,Within past year (anytime less than 12 months ago),Yes,9.0,1 to 5,Yes,No,No,No,No,Yes,Yes,No,Yes,No,No,No,Yes,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.63,88.9,Yes,Yes,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
+,29.13,,,,,,,Male,Age 70 to 74,,,,,,,,Maine,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,9.0,None of them,Yes,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.78,92.08,Yes,No,Yes,Yes,"Yes, received tetanus shot, but not Tdap",No,Yes
+,35.67,,,,,,,Female,Age 35 to 39,,,,,,,,New York,3.0,5.0,Within past 2 years (1 year but less than 2 years ago),Yes,5.0,None of them,No,No,No,No,No,No,No,No,No,"Yes, but only during pregnancy (female)",No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.68,100.24,Yes,No,No,No,"Yes, received tetanus shot, but not Tdap",No,Yes
+,43.24,,,,,,,Male,Age 60 to 64,,,,,,,,New Mexico,5.0,0.0,Within past year (anytime less than 12 months ago),No,8.0,1 to 5,No,No,No,No,No,No,No,No,No,Yes,No,No,No,Yes,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"Other race only, Non-Hispanic",1.8,140.61,No,,No,Yes,"No, did not receive any tetanus shot in the past 10 years",No,Yes
+,18.36,,,,,,,Female,Age 30 to 34,,,,,,,,West Virginia,0.0,0.0,Within past 5 years (2 years but less than 5 years ago),Yes,6.0,1 to 5,No,No,No,Yes,No,No,No,No,No,No,No,No,No,No,No,No,Current smoker - now smokes every day,Use them some days,No,"White only, Non-Hispanic",1.52,42.64,No,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+,21.79,,,,,,,Male,Age 30 to 34,,,,,,,,Colorado,0.0,2.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.68,61.23,Yes,No,No,No,"Yes, received Tdap",No,No
+,34.96,,,,,,,Male,Age 25 to 29,,,,,,,,Alabama,2.0,15.0,Within past year (anytime less than 12 months ago),No,8.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Yes,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.85,120.2,No,Yes,Yes,No,"Yes, received tetanus shot but not sure what type",No,No
+No,31.32,Yes,No,No,0.0,0.0,No,Female,55-59,White,No,Yes,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+Yes,43.76,No,No,Yes,15.0,30.0,Yes,Male,70-74,White,Yes,Yes,8.0,No,No,Yes,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,21.03,No,No,No,0.0,0.0,No,Female,30-34,Hispanic,No,Yes,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,23.26,,,,,,,Male,Age 80 or older,,,,,,,,Utah,0.0,1.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,No,,No,No,No,No,No,No,No,Yes,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.73,69.4,No,,Yes,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
+No,22.15,Yes,No,No,0.0,0.0,No,Male,60-64,White,No,Yes,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,28.12,,,,,,,Female,Age 75 to 79,,,,,,,,Louisiana,25.0,10.0,Within past year (anytime less than 12 months ago),No,10.0,,No,No,No,No,Yes,No,No,No,Yes,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.65,76.66,No,No,No,No,"Yes, received tetanus shot but not sure what type",No,Yes
+,34.87,,,,,,,Male,Age 45 to 49,,,,,,,,Ohio,0.0,20.0,Within past year (anytime less than 12 months ago),Yes,3.0,1 to 5,No,No,No,No,No,No,Yes,No,No,No,No,No,Yes,Yes,Yes,Yes,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.8,113.4,No,Yes,No,No,"Yes, received Tdap",No,Yes
+No,18.65,No,No,No,1.0,0.0,Yes,Male,35-39,White,No,Yes,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,39.05,,,,,,,Male,Age 25 to 29,,,,,,,,Montana,0.0,2.0,Within past year (anytime less than 12 months ago),No,5.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.8,127.01,No,No,No,Yes,,No,No
+,27.4,,,,,,,Female,Age 18 to 24,,,,,,,,Utah,0.0,30.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Use them some days,No,"White only, Non-Hispanic",1.55,65.77,Yes,No,Yes,No,"Yes, received Tdap",No,No
+,39.89,,,,,,,Male,Age 45 to 49,,,,,,,,Utah,1.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,Yes,Yes,No,Yes,Yes,Yes,Yes,No,No,No,Yes,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,Hispanic,1.8,129.73,No,Yes,Yes,No,"Yes, received Tdap",No,No
+No,19.94,No,No,No,0.0,5.0,No,Female,70-74,White,No,Yes,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,46.59,,,,,,,Female,Age 60 to 64,,,,,,,,Alabama,0.0,15.0,Within past year (anytime less than 12 months ago),No,6.0,"6 or more, but not all",No,No,No,No,No,No,Yes,No,Yes,No,No,No,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"Black only, Non-Hispanic",1.65,127.01,Yes,No,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
+,27.09,,,,,,,Male,Age 65 to 69,,,,,,,,South Carolina,4.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,1 to 5,No,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,Hispanic,1.88,95.71,Yes,Yes,Yes,No,"Yes, received tetanus shot but not sure what type",No,Yes
+No,31.53,Yes,No,No,0.0,0.0,No,Female,50-54,White,No,Yes,6.0,Yes,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,36.18,No,No,No,0.0,0.0,No,Male,40-44,Hispanic,No,Yes,9.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,27.89,,,,,,,Male,Age 65 to 69,,,,,,,,Oklahoma,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,"6 or more, but not all",No,No,No,No,No,No,No,No,No,Yes,No,No,Yes,Yes,Yes,Yes,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.8,90.72,Yes,Yes,Yes,Yes,"Yes, received Tdap",No,No
+,25.8,,,,,,,Male,Age 75 to 79,,,,,,,,Michigan,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.8,83.91,No,No,Yes,Yes,"Yes, received Tdap",No,No
+,37.12,,,,,,,Female,Age 60 to 64,,,,,,,,New Hampshire,0.0,0.0,Within past 5 years (2 years but less than 5 years ago),Yes,6.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.68,104.33,No,No,No,No,"Yes, received tetanus shot, but not Tdap",No,No
+,26.52,,,,,,,Female,Age 70 to 74,,,,,,,,New York,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.57,65.77,Yes,Yes,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,Yes
+No,31.62,Yes,Yes,No,0.0,0.0,No,Female,35-39,Other,No,Yes,10.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,23.03,No,No,Yes,2.0,3.0,No,Female,80 or older,Black,Yes (during pregnancy),No,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,18.99,No,No,No,2.0,17.0,No,Male,18-24,White,No,Yes,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,22.32,,,,,,,Male,Age 25 to 29,,,,,,,,Ohio,0.0,30.0,Within past 5 years (2 years but less than 5 years ago),Yes,5.0,1 to 5,No,No,No,No,No,No,Yes,No,No,No,No,No,Yes,No,No,No,Current smoker - now smokes every day,Use them some days,No,"Multiracial, Non-Hispanic",1.8,72.57,Yes,Yes,No,No,"Yes, received tetanus shot but not sure what type",Yes,Yes
+,24.41,,,,,,,Male,Age 25 to 29,,,,,,,,Wyoming,0.0,20.0,Within past 2 years (1 year but less than 2 years ago),No,6.0,None of them,No,No,No,Yes,No,No,No,No,No,No,No,No,Yes,No,No,Yes,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.83,81.65,No,Yes,No,No,"Yes, received Tdap",No,No
+No,20.25,Yes,No,No,0.0,15.0,No,Female,35-39,White,No,No,5.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+Yes,38.74,Yes,No,No,30.0,15.0,No,Male,70-74,White,Yes,No,9.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,34.7,,,,,,,Female,Age 55 to 59,,,,,,,,New York,30.0,20.0,Within past year (anytime less than 12 months ago),No,12.0,All,No,No,No,Yes,No,No,Yes,No,Yes,No,No,No,Yes,Yes,No,No,Never smoked,Not at all (right now),No,"White only, Non-Hispanic",1.75,106.59,Yes,Yes,No,Yes,"No, did not receive any tetanus shot in the past 10 years",No,Yes
+,39.58,,,,,,,Male,Age 50 to 54,,,,,,,,Texas,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.85,136.08,No,No,Yes,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+,29.85,,,,,,,Female,Age 65 to 69,,,,,,,,Maryland,0.0,0.0,Within past 2 years (1 year but less than 2 years ago),No,9.0,1 to 5,No,No,Yes,No,No,No,Yes,No,No,No,No,Yes,Yes,Yes,No,Yes,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.55,71.67,No,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+No,22.14,Yes,No,No,5.0,0.0,Yes,Female,30-34,Other,No,Yes,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,28.28,,,,,,,Female,Age 70 to 74,,,,,,,,Mississippi,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,9.0,1 to 5,No,Yes,No,Yes,No,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.5,63.5,No,No,Yes,Yes,"Yes, received Tdap",No,Yes
+No,26.39,No,No,No,0.0,0.0,No,Male,35-39,Hispanic,No,Yes,8.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,41.6,,,,,,,Female,Age 55 to 59,,,,,,,,Puerto Rico,30.0,30.0,Within past year (anytime less than 12 months ago),No,5.0,"6 or more, but not all",No,Yes,No,No,No,No,Yes,No,Yes,No,Yes,No,Yes,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,Hispanic,1.65,113.4,No,Yes,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+,22.71,,,,,,,Female,Age 30 to 34,,,,,,,,Maine,0.0,0.0,Within past 2 years (1 year but less than 2 years ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Not at all (right now),No,"White only, Non-Hispanic",1.7,65.77,Yes,No,No,No,"Yes, received tetanus shot but not sure what type",No,Tested positive using home test without a health professional
+,21.46,,,,,,,Female,Age 80 or older,,,,,,,,Michigan,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,"Yes, but only during pregnancy (female)",No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.63,56.7,No,No,Yes,Yes,"Yes, received Tdap",No,No
+,29.7,,,,,,,Female,Age 55 to 59,,,,,,,,Texas,0.0,0.0,Within past year (anytime less than 12 months ago),No,6.0,None of them,No,No,No,Yes,No,,Yes,Yes,Yes,No,Yes,No,No,Yes,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.68,83.46,No,Yes,No,No,"Yes, received tetanus shot but not sure what type",No,Yes
+,,,,,,,,Female,Age 80 or older,,,,,,,,Iowa,10.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,"6 or more, but not all",No,Yes,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.63,,No,No,No,Yes,,No,No
+,26.04,,,,,,,Male,Age 45 to 49,,,,,,,,South Dakota,0.0,0.0,5 or more years ago,No,3.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"Black only, Non-Hispanic",1.83,87.09,No,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+,25.85,,,,,,,Female,Age 70 to 74,,,,,,,,Georgia,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,None of them,No,No,Yes,Yes,No,No,No,No,No,No,No,No,No,Yes,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.73,77.11,Yes,No,Yes,Yes,"Yes, received Tdap",No,No
+,32.23,,,,,,,Male,Age 70 to 74,,,,,,,,Maryland,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,No,Yes,No,No,No,No,No,No,Yes,Yes,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"Black only, Non-Hispanic",1.88,113.85,No,Yes,Yes,Yes,"Yes, received tetanus shot, but not Tdap",No,No
+,28.32,,,,,,,Female,Age 70 to 74,,,,,,,,Indiana,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,1 to 5,No,No,No,Yes,No,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.52,65.77,Yes,No,Yes,Yes,"Yes, received tetanus shot but not sure what type",No,No
+,26.11,,,,,,,Male,Age 45 to 49,,,,,,,,New York,0.0,4.0,Within past year (anytime less than 12 months ago),Yes,6.0,"6 or more, but not all",No,No,No,Yes,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Not at all (right now),No,"White only, Non-Hispanic",1.78,82.55,No,Yes,No,No,"Yes, received Tdap",No,Yes
+No,24.21,Yes,No,No,0.0,0.0,No,Female,70-74,White,No,Yes,6.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+No,23.99,Yes,No,No,0.0,0.0,No,Male,35-39,White,No,Yes,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,22.24,,,,,,,Female,Age 80 or older,,,,,,,,New Hampshire,0.0,3.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.7,64.41,Yes,No,Yes,Yes,"Yes, received Tdap",No,No
+No,24.39,No,No,No,0.0,2.0,No,Male,75-79,White,No,Yes,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,30.04,,,,,,,Male,Age 55 to 59,,,,,,,,Idaho,2.0,0.0,Within past 2 years (1 year but less than 2 years ago),No,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.63,79.38,No,No,No,No,"Yes, received tetanus shot but not sure what type",No,No
+,23.89,,,,,,,Female,Age 35 to 39,,,,,,,,New Jersey,10.0,0.0,Within past year (anytime less than 12 months ago),No,5.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Current smoker - now smokes every day,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.68,67.13,Yes,Yes,Yes,No,"Yes, received tetanus shot but not sure what type",No,Yes
+Yes,37.61,No,No,No,0.0,0.0,No,Male,60-64,White,"No, borderline diabetes",Yes,7.0,No,No,No,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,30.42,,,,,,,Female,Age 80 or older,,,,,,,,Massachusetts,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.55,73.03,Yes,No,No,Yes,"Yes, received Tdap",No,Yes
diff --git a/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_008/history.csv b/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_008/history.csv
index 0d7386f5792d391e0321a6aee5f8fabc13ea2a45..3befbd9ad543ed5f2033337139af0c235d2d99cc 100644
--- a/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_008/history.csv
+++ b/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_008/history.csv
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:f8ee1ad707feca7e1a9028dfe2007d845be73e2980f23fda74a0e7c627701529
-size 271612986
+oid sha256:d0e42d757043e7fb63758bd65096cb987d6eb13170297d12bfbebc6e2db220d6
+size 270592337
diff --git a/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_008/info.json b/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_008/info.json
index 53272e3074451c673817a05ef4da5ee438d07863..c876b7e9aa18ec2175d72a1a6b59bf487c77e98c 100644
--- a/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_008/info.json
+++ b/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_008/info.json
@@ -1,401 +1,393 @@
-{
-    "name": "Indicators of Heart Disease (2022 UPDATE)",
-    "source": "https://www.kaggle.com/datasets/kamilpytlak/personal-key-indicators-of-heart-disease/data",
-    "data_intro": "The dataset originally comes from the CDC and is a major part of the Behavioral Risk Factor Surveillance System (BRFSS), which conducts annual telephone surveys to collect data on the health status of U.S. residents. As described by the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm): \"Established in 1984 with 15 states, BRFSS now collects data in all 50 states, the District of Columbia, and three U.S. territories. BRFSS completes more than 400,000 adult interviews each year, making it the largest continuously conducted health survey system in the world. The most recent dataset includes data from 2023. In this dataset, I noticed many factors (questions) that directly or indirectly influence heart disease, so I decided to select the most relevant variables from it. I also decided to share with you two versions of the most recent dataset: with NaNs and without it.",
-    "is_splited": false,
-    "overall_size": 1010949,
-    "train_size": 0,
-    "test_size": 0,
-    "c_classes": 46,
-    "n_classes": 9,
-    "cat_feature_intro": {
-        "HeartDisease": "The dataset originally comes from the CDC and is a major part of the Behavioral Risk Factor Surveillance System (BRFSS), which conducts annual telephone surveys to collect data on the health status of U.S. residents. As described by the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm): \"Established in 1984 with 15 states, BRFSS now collects data in all 50 states, the District of Columbia, and three U.S. territories. BRFSS completes more than 400,000 adult interviews each year, making it the largest continuously conducted health survey system in the world. The most recent dataset includes data from 2023. In this dataset, I noticed many factors (questions) that directly or indirectly influence heart disease, so I decided to select the most relevant variables from it. I also decided to share with you two versions of the most recent dataset: with NaNs and without it.",
-        "Smoking": "According to the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm), heart disease is a leading cause of death for people of most races in the U.S. (African Americans, American Indians and Alaska Natives, and whites). About half of all Americans (47%) have at least 1 of 3 major risk factors for heart disease: high blood pressure, high cholesterol, and smoking. Other key indicators include diabetes status, obesity (high BMI), not getting enough physical activity, or drinking too much alcohol. Identifying and preventing the factors that have the greatest impact on heart disease is very important in healthcare. In turn, developments in computing allow the application of machine learning methods to detect \"patterns\" in the data that can predict a patient's condition.",
-        "AlcoholDrinking": "According to the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm), excessive alcohol consumption can lead to high blood pressure, heart failure, and even stroke. It is important to monitor and manage alcohol intake to reduce the risk of heart disease.",
-        "Stroke": "A stroke is a medical emergency that occurs when the blood supply to part of the brain is interrupted or reduced, preventing brain tissue from getting oxygen and nutrients. This can lead to serious health complications, including heart disease.",
-        "DiffWalking": "Difficulty walking can be a sign of underlying health issues, including heart disease. It is important to address mobility issues to improve overall health and reduce the risk of heart-related complications.",
-        "Sex": "Sex is a biological factor that can influence the risk of heart disease. Men and women may experience different symptoms and risk factors for heart disease.",
-        "AgeCategory": "Age is a significant risk factor for heart disease. As people age, their risk of developing heart disease increases. It is important to monitor heart health as individuals get older.",
-        "Race": "According to the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm), heart disease is a leading cause of death for people of most races in the U.S. (African Americans, American Indians and Alaska Natives, and whites). About half of all Americans (47%) have at least 1 of 3 major risk factors for heart disease: high blood pressure, high cholesterol, and smoking. Other key indicators include diabetes status, obesity (high BMI), not getting enough physical activity, or drinking too much alcohol. Identifying and preventing the factors that have the greatest impact on heart disease is very important in healthcare. In turn, developments in computing allow the application of machine learning methods to detect \"patterns\" in the data that can predict a patient's condition.",
-        "Diabetic": "Diabetes is a major risk factor for heart disease. High blood sugar levels can damage blood vessels and nerves that control the heart, leading to an increased risk of heart disease.",
-        "PhysicalActivity": "Regular physical activity is important for maintaining heart health. It can help reduce the risk of heart disease by improving blood pressure, cholesterol levels, and overall cardiovascular fitness.",
-        "GenHealth": "General health status can influence the risk of heart disease. It is important to maintain overall health and address any underlying health issues to reduce the risk of heart-related complications.",
-        "Asthma": "Asthma is a chronic respiratory condition that can affect heart health. It is important to manage asthma symptoms to reduce the risk of heart disease.",
-        "KidneyDisease": "Kidney disease can increase the risk of heart disease. It is important to monitor and manage kidney health to reduce the risk of heart-related complications.",
-        "SkinCancer": "Skin cancer is a type of cancer that can affect overall health. It is important to address and treat skin cancer to maintain overall health and reduce the risk of heart disease.",
-        "State": "The dataset originally comes from the CDC and is a major part of the Behavioral Risk Factor Surveillance System (BRFSS), which conducts annual telephone surveys to collect data on the health status of U.S. residents. As described by the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm): \"Established in 1984 with 15 states, BRFSS now collects data in all 50 states, the District of Columbia, and three U.S. territories. BRFSS completes more than 400,000 adult interviews each year, making it the largest continuously conducted health survey system in the world. The most recent dataset includes data from 2023. In this dataset, I noticed many factors (questions) that directly or indirectly influence heart disease, so I decided to select the most relevant variables from it. I also decided to share with you two versions of the most recent dataset: with NaNs and without it.",
-        "GeneralHealth": "General health status can influence the risk of heart disease. It is important to maintain overall health and address any underlying health issues to reduce the risk of heart-related complications.",
-        "LastCheckupTime": "The time since the last medical checkup can be an important factor in heart health. Regular checkups can help identify and address risk factors for heart disease early.",
-        "PhysicalActivities": "Engaging in regular physical activities is important for maintaining heart health. It can help reduce the risk of heart disease by improving blood pressure, cholesterol levels, and overall cardiovascular fitness.",
-        "RemovedTeeth": "The number of removed teeth can be an indicator of overall health, including heart health. Poor oral health has been linked to an increased risk of heart disease.",
-        "HadHeartAttack": "As described above, the original dataset of nearly 300 variables was reduced to 40 variables. In addition to classical EDA, this dataset can be used to apply a number of machine learning methods, especially classifier models (logistic regression, SVM, random forest, etc.). You should treat the variable \"HadHeartAttack\" as binary (\"Yes\" - respondent had heart disease; \"No\" - respondent did not have heart disease). Note, however, that the classes are unbalanced, so the classic approach of applying a model is not advisable. Fixing the weights/undersampling should yield much better results. Based on the data set, I built a logistic regression model and embedded it in an application that might inspire you: https://share.streamlit.io/kamilpytlak/heart-condition-checker/main/app.py. Can you indicate which variables have a significant effect on the likelihood of heart disease?",
-        "HadAngina": "Angina is a type of chest pain caused by reduced blood flow to the heart. It is a symptom of coronary artery disease and can indicate an increased risk of heart disease.",
-        "HadStroke": "A stroke is a medical emergency that occurs when the blood supply to part of the brain is interrupted or reduced, preventing brain tissue from getting oxygen and nutrients. This can lead to serious health complications, including heart disease.",
-        "HadAsthma": "Asthma is a chronic respiratory condition that can affect heart health. It is important to manage asthma symptoms to reduce the risk of heart disease.",
-        "HadSkinCancer": "Skin cancer is a type of cancer that can affect overall health. It is important to address and treat skin cancer to maintain overall health and reduce the risk of heart disease.",
-        "HadCOPD": "Chronic obstructive pulmonary disease (COPD) is a chronic inflammatory lung disease that causes obstructed airflow from the lungs. It can increase the risk of heart disease.",
-        "HadDepressiveDisorder": "Depressive disorders can affect overall health and increase the risk of heart disease. It is important to address and manage mental health to reduce the risk of heart-related complications.",
-        "HadKidneyDisease": "Kidney disease can increase the risk of heart disease. It is important to monitor and manage kidney health to reduce the risk of heart-related complications.",
-        "HadArthritis": "Arthritis is a condition that causes inflammation of the joints. It can affect overall health and increase the risk of heart disease.",
-        "HadDiabetes": "Diabetes is a major risk factor for heart disease. High blood sugar levels can damage blood vessels and nerves that control the heart, leading to an increased risk of heart disease.",
-        "DeafOrHardOfHearing": "Hearing loss can affect overall health and quality of life. It is important to address and manage hearing issues to maintain overall health and reduce the risk of heart disease.",
-        "BlindOrVisionDifficulty": "Vision difficulties can affect overall health and quality of life. It is important to address and manage vision issues to maintain overall health and reduce the risk of heart disease.",
-        "DifficultyConcentrating": "Difficulty concentrating can be a sign of underlying health issues, including heart disease. It is important to address cognitive issues to improve overall health and reduce the risk of heart-related complications.",
-        "DifficultyWalking": "Difficulty walking can be a sign of underlying health issues, including heart disease. It is important to address mobility issues to improve overall health and reduce the risk of heart-related complications.",
-        "DifficultyDressingBathing": "Difficulty with daily activities such as dressing and bathing can be a sign of underlying health issues, including heart disease. It is important to address these issues to improve overall health and reduce the risk of heart-related complications.",
-        "DifficultyErrands": "Difficulty running errands can be a sign of underlying health issues, including heart disease. It is important to address these issues to improve overall health and reduce the risk of heart-related complications.",
-        "SmokerStatus": "Smoking is a major risk factor for heart disease. It is important to address and manage smoking habits to reduce the risk of heart-related complications.",
-        "ECigaretteUsage": "E-cigarette usage can affect heart health. It is important to monitor and manage e-cigarette usage to reduce the risk of heart disease.",
-        "ChestScan": "Chest scans can help identify underlying health issues, including heart disease. It is important to monitor and address any abnormalities found in chest scans to maintain overall health.",
-        "RaceEthnicityCategory": "Race and ethnicity can influence the risk of heart disease. It is important to consider these factors when assessing and managing heart health.",
-        "AlcoholDrinkers": "According to the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm), excessive alcohol consumption can lead to high blood pressure, heart failure, and even stroke. It is important to monitor and manage alcohol intake to reduce the risk of heart disease.",
-        "HIVTesting": "HIV testing is important for overall health. It is important to address and manage HIV status to reduce the risk of heart-related complications.",
-        "FluVaxLast12": "Receiving a flu vaccine in the last 12 months can help reduce the risk of respiratory infections, which can affect heart health. It is important to stay up-to-date with vaccinations to maintain overall health.",
-        "PneumoVaxEver": "Receiving a pneumococcal vaccine can help reduce the risk of respiratory infections, which can affect heart health. It is important to stay up-to-date with vaccinations to maintain overall health.",
-        "TetanusLast10Tdap": "Receiving a tetanus vaccine in the last 10 years can help reduce the risk of infections, which can affect heart health. It is important to stay up-to-date with vaccinations to maintain overall health.",
-        "HighRiskLastYear": "Being at high risk for health issues in the last year can affect overall health and increase the risk of heart disease. It is important to address and manage high-risk factors to reduce the risk of heart-related complications.",
-        "CovidPos": "Testing positive for COVID-19 can affect overall health and increase the risk of heart disease. It is important to monitor and manage COVID-19 symptoms to reduce the risk of heart-related complications."
-    },
-    "num_feature_intro": {
-        "BMI": "According to the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm), heart disease is a leading cause of death for people of most races in the U.S. (African Americans, American Indians and Alaska Natives, and whites). About half of all Americans (47%) have at least 1 of 3 major risk factors for heart disease: high blood pressure, high cholesterol, and smoking. Other key indicators include diabetes status, obesity (high BMI), not getting enough physical activity, or drinking too much alcohol. Identifying and preventing the factors that have the greatest impact on heart disease is very important in healthcare. In turn, developments in computing allow the application of machine learning methods to detect \"patterns\" in the data that can predict a patient's condition.",
-        "PhysicalHealth": "Physical health is an important factor in overall well-being and can influence the risk of heart disease. It is important to maintain good physical health to reduce the risk of heart-related complications.",
-        "MentalHealth": "Mental health is an important factor in overall well-being and can influence the risk of heart disease. It is important to address and manage mental health to reduce the risk of heart-related complications.",
-        "SleepTime": "Sleep time is an important factor in overall health. Poor sleep can affect heart health and increase the risk of heart disease. It is important to maintain good sleep habits to reduce the risk of heart-related complications.",
-        "PhysicalHealthDays": "The number of days with good physical health can be an indicator of overall well-being. It is important to maintain good physical health to reduce the risk of heart-related complications.",
-        "MentalHealthDays": "The number of days with good mental health can be an indicator of overall well-being. It is important to address and manage mental health to reduce the risk of heart-related complications.",
-        "SleepHours": "The number of hours of sleep can affect overall health. Poor sleep can affect heart health and increase the risk of heart disease. It is important to maintain good sleep habits to reduce the risk of heart-related complications.",
-        "HeightInMeters": "Height can be an indicator of overall health. It is important to monitor and maintain a healthy height-to-weight ratio to reduce the risk of heart disease.",
-        "WeightInKilograms": "Weight can be an indicator of overall health. It is important to maintain a healthy weight to reduce the risk of heart disease."
-    },
-    "evaluation_metric": "The evaluation metric for this dataset can include accuracy, precision, recall, F1-score, and AUC-ROC. These metrics can help assess the performance of machine learning models in predicting heart disease.",
-    "task_type": "classification",
-    "target": "GeneralHealth",
-    "num_feature_value": {
-        "BMI": [
-            12.02,
-            99.64
-        ],
-        "HeightInMeters": [
-            0.91,
-            2.41
-        ],
-        "MentalHealth": [
-            0.0,
-            30.0
-        ],
-        "MentalHealthDays": [
-            0.0,
-            30.0
-        ],
-        "PhysicalHealth": [
-            0.0,
-            30.0
-        ],
-        "PhysicalHealthDays": [
-            0.0,
-            30.0
-        ],
-        "SleepHours": [
-            1.0,
-            24.0
-        ],
-        "SleepTime": [
-            1.0,
-            24.0
-        ],
-        "WeightInKilograms": [
-            22.68,
-            292.57
-        ]
-    },
-    "cat_feature_value": {
-        "AgeCategory": [
-            "18-24",
-            "25-29",
-            "30-34",
-            "35-39",
-            "40-44",
-            "45-49",
-            "50-54",
-            "55-59",
-            "60-64",
-            "65-69",
-            "70-74",
-            "75-79",
-            "80 or older",
-            "Age 18 to 24",
-            "Age 25 to 29",
-            "Age 30 to 34",
-            "Age 35 to 39",
-            "Age 40 to 44",
-            "Age 45 to 49",
-            "Age 50 to 54",
-            "Age 55 to 59",
-            "Age 60 to 64",
-            "Age 65 to 69",
-            "Age 70 to 74",
-            "Age 75 to 79",
-            "Age 80 or older"
-        ],
-        "AlcoholDrinkers": [
-            "No",
-            "Yes"
-        ],
-        "AlcoholDrinking": [
-            "No",
-            "Yes"
-        ],
-        "Asthma": [
-            "No",
-            "Yes"
-        ],
-        "BlindOrVisionDifficulty": [
-            "No",
-            "Yes"
-        ],
-        "ChestScan": [
-            "No",
-            "Yes"
-        ],
-        "CovidPos": [
-            "No",
-            "Tested positive using home test without a health professional",
-            "Yes"
-        ],
-        "DeafOrHardOfHearing": [
-            "No",
-            "Yes"
-        ],
-        "Diabetic": [
-            "No",
-            "No, borderline diabetes",
-            "Yes",
-            "Yes (during pregnancy)"
-        ],
-        "DiffWalking": [
-            "No",
-            "Yes"
-        ],
-        "DifficultyConcentrating": [
-            "No",
-            "Yes"
-        ],
-        "DifficultyDressingBathing": [
-            "No",
-            "Yes"
-        ],
-        "DifficultyErrands": [
-            "No",
-            "Yes"
-        ],
-        "DifficultyWalking": [
-            "No",
-            "Yes"
-        ],
-        "ECigaretteUsage": [
-            "Never used e-cigarettes in my entire life",
-            "Not at all (right now)",
-            "Use them every day",
-            "Use them some days"
-        ],
-        "FluVaxLast12": [
-            "No",
-            "Yes"
-        ],
-        "GenHealth": [
-            "Excellent",
-            "Fair",
-            "Good",
-            "Poor",
-            "Very good"
-        ],
-        "GeneralHealth": [
-            "Excellent",
-            "Fair",
-            "Good",
-            "Poor",
-            "Very good"
-        ],
-        "HIVTesting": [
-            "No",
-            "Yes"
-        ],
-        "HadAngina": [
-            "No",
-            "Yes"
-        ],
-        "HadArthritis": [
-            "No",
-            "Yes"
-        ],
-        "HadAsthma": [
-            "No",
-            "Yes"
-        ],
-        "HadCOPD": [
-            "No",
-            "Yes"
-        ],
-        "HadDepressiveDisorder": [
-            "No",
-            "Yes"
-        ],
-        "HadDiabetes": [
-            "No",
-            "No, pre-diabetes or borderline diabetes",
-            "Yes",
-            "Yes, but only during pregnancy (female)"
-        ],
-        "HadHeartAttack": [
-            "No",
-            "Yes"
-        ],
-        "HadKidneyDisease": [
-            "No",
-            "Yes"
-        ],
-        "HadSkinCancer": [
-            "No",
-            "Yes"
-        ],
-        "HadStroke": [
-            "No",
-            "Yes"
-        ],
-        "HeartDisease": [
-            "No",
-            "Yes"
-        ],
-        "HighRiskLastYear": [
-            "No",
-            "Yes"
-        ],
-        "KidneyDisease": [
-            "No",
-            "Yes"
-        ],
-        "LastCheckupTime": [
-            "5 or more years ago",
-            "Within past 2 years (1 year but less than 2 years ago)",
-            "Within past 5 years (2 years but less than 5 years ago)",
-            "Within past year (anytime less than 12 months ago)"
-        ],
-        "PhysicalActivities": [
-            "No",
-            "Yes"
-        ],
-        "PhysicalActivity": [
-            "No",
-            "Yes"
-        ],
-        "PneumoVaxEver": [
-            "No",
-            "Yes"
-        ],
-        "Race": [
-            "American Indian/Alaskan Native",
-            "Asian",
-            "Black",
-            "Hispanic",
-            "Other",
-            "White"
-        ],
-        "RaceEthnicityCategory": [
-            "Black only, Non-Hispanic",
-            "Hispanic",
-            "Multiracial, Non-Hispanic",
-            "Other race only, Non-Hispanic",
-            "White only, Non-Hispanic"
-        ],
-        "RemovedTeeth": [
-            "1 to 5",
-            "6 or more, but not all",
-            "All",
-            "None of them"
-        ],
-        "Sex": [
-            "Female",
-            "Male"
-        ],
-        "SkinCancer": [
-            "No",
-            "Yes"
-        ],
-        "SmokerStatus": [
-            "Current smoker - now smokes every day",
-            "Current smoker - now smokes some days",
-            "Former smoker",
-            "Never smoked"
-        ],
-        "Smoking": [
-            "No",
-            "Yes"
-        ],
-        "State": [
-            "Alabama",
-            "Alaska",
-            "Arizona",
-            "Arkansas",
-            "California",
-            "Colorado",
-            "Connecticut",
-            "Delaware",
-            "District of Columbia",
-            "Florida",
-            "Georgia",
-            "Guam",
-            "Hawaii",
-            "Idaho",
-            "Illinois",
-            "Indiana",
-            "Iowa",
-            "Kansas",
-            "Kentucky",
-            "Louisiana",
-            "Maine",
-            "Maryland",
-            "Massachusetts",
-            "Michigan",
-            "Minnesota",
-            "Mississippi",
-            "Missouri",
-            "Montana",
-            "Nebraska",
-            "Nevada",
-            "New Hampshire",
-            "New Jersey",
-            "New Mexico",
-            "New York",
-            "North Carolina",
-            "North Dakota",
-            "Ohio",
-            "Oklahoma",
-            "Oregon",
-            "Pennsylvania",
-            "Puerto Rico",
-            "Rhode Island",
-            "South Carolina",
-            "South Dakota",
-            "Tennessee",
-            "Texas",
-            "Utah",
-            "Vermont",
-            "Virgin Islands",
-            "Virginia",
-            "Washington",
-            "West Virginia",
-            "Wisconsin",
-            "Wyoming"
-        ],
-        "Stroke": [
-            "No",
-            "Yes"
-        ],
-        "TetanusLast10Tdap": [
-            "No, did not receive any tetanus shot in the past 10 years",
-            "Yes, received Tdap",
-            "Yes, received tetanus shot but not sure what type",
-            "Yes, received tetanus shot, but not Tdap"
-        ]
-    }
-}
\ No newline at end of file
+{
+  "name": "Indicators of Heart Disease (2022 UPDATE)",
+  "source": "https://www.kaggle.com/datasets/kamilpytlak/personal-key-indicators-of-heart-disease/data",
+  "data_intro": "The dataset originally comes from the CDC and is a major part of the Behavioral Risk Factor Surveillance System (BRFSS), which conducts annual telephone surveys to collect data on the health status of U.S. residents. As described by the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm): \"Established in 1984 with 15 states, BRFSS now collects data in all 50 states, the District of Columbia, and three U.S. territories. BRFSS completes more than 400,000 adult interviews each year, making it the largest continuously conducted health survey system in the world. The most recent dataset includes data from 2023. In this dataset, I noticed many factors (questions) that directly or indirectly influence heart disease, so I decided to select the most relevant variables from it. I also decided to share with you two versions of the most recent dataset: with NaNs and without it.",
+  "is_splited": false,
+  "overall_size": 1010949,
+  "train_size": 0,
+  "test_size": 0,
+  "c_classes": 45,
+  "n_classes": 9,
+  "cat_feature_intro": {
+    "HeartDisease": "The dataset originally comes from the CDC and is a major part of the Behavioral Risk Factor Surveillance System (BRFSS), which conducts annual telephone surveys to collect data on the health status of U.S. residents. As described by the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm): \"Established in 1984 with 15 states, BRFSS now collects data in all 50 states, the District of Columbia, and three U.S. territories. BRFSS completes more than 400,000 adult interviews each year, making it the largest continuously conducted health survey system in the world. The most recent dataset includes data from 2023. In this dataset, I noticed many factors (questions) that directly or indirectly influence heart disease, so I decided to select the most relevant variables from it. I also decided to share with you two versions of the most recent dataset: with NaNs and without it.",
+    "Smoking": "According to the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm), heart disease is a leading cause of death for people of most races in the U.S. (African Americans, American Indians and Alaska Natives, and whites). About half of all Americans (47%) have at least 1 of 3 major risk factors for heart disease: high blood pressure, high cholesterol, and smoking. Other key indicators include diabetes status, obesity (high BMI), not getting enough physical activity, or drinking too much alcohol. Identifying and preventing the factors that have the greatest impact on heart disease is very important in healthcare. In turn, developments in computing allow the application of machine learning methods to detect \"patterns\" in the data that can predict a patient's condition.",
+    "AlcoholDrinking": "According to the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm), excessive alcohol consumption can lead to high blood pressure, heart failure, and even stroke. It is important to monitor and manage alcohol intake to reduce the risk of heart disease.",
+    "Stroke": "A stroke is a medical emergency that occurs when the blood supply to part of the brain is interrupted or reduced, preventing brain tissue from getting oxygen and nutrients. This can lead to serious health complications, including heart disease.",
+    "DiffWalking": "Difficulty walking can be a sign of underlying health issues, including heart disease. It is important to address mobility issues to improve overall health and reduce the risk of heart-related complications.",
+    "Sex": "Sex is a biological factor that can influence the risk of heart disease. Men and women may experience different symptoms and risk factors for heart disease.",
+    "AgeCategory": "Age is a significant risk factor for heart disease. As people age, their risk of developing heart disease increases. It is important to monitor heart health as individuals get older.",
+    "Race": "According to the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm), heart disease is a leading cause of death for people of most races in the U.S. (African Americans, American Indians and Alaska Natives, and whites). About half of all Americans (47%) have at least 1 of 3 major risk factors for heart disease: high blood pressure, high cholesterol, and smoking. Other key indicators include diabetes status, obesity (high BMI), not getting enough physical activity, or drinking too much alcohol. Identifying and preventing the factors that have the greatest impact on heart disease is very important in healthcare. In turn, developments in computing allow the application of machine learning methods to detect \"patterns\" in the data that can predict a patient's condition.",
+    "Diabetic": "Diabetes is a major risk factor for heart disease. High blood sugar levels can damage blood vessels and nerves that control the heart, leading to an increased risk of heart disease.",
+    "PhysicalActivity": "Regular physical activity is important for maintaining heart health. It can help reduce the risk of heart disease by improving blood pressure, cholesterol levels, and overall cardiovascular fitness.",
+    "Asthma": "Asthma is a chronic respiratory condition that can affect heart health. It is important to manage asthma symptoms to reduce the risk of heart disease.",
+    "KidneyDisease": "Kidney disease can increase the risk of heart disease. It is important to monitor and manage kidney health to reduce the risk of heart-related complications.",
+    "SkinCancer": "Skin cancer is a type of cancer that can affect overall health. It is important to address and treat skin cancer to maintain overall health and reduce the risk of heart disease.",
+    "State": "The dataset originally comes from the CDC and is a major part of the Behavioral Risk Factor Surveillance System (BRFSS), which conducts annual telephone surveys to collect data on the health status of U.S. residents. As described by the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm): \"Established in 1984 with 15 states, BRFSS now collects data in all 50 states, the District of Columbia, and three U.S. territories. BRFSS completes more than 400,000 adult interviews each year, making it the largest continuously conducted health survey system in the world. The most recent dataset includes data from 2023. In this dataset, I noticed many factors (questions) that directly or indirectly influence heart disease, so I decided to select the most relevant variables from it. I also decided to share with you two versions of the most recent dataset: with NaNs and without it.",
+    "GeneralHealth": "Self-reported general health from BRFSS GENHLTH: Excellent, Very good, Good, Fair, or Poor.",
+    "LastCheckupTime": "The time since the last medical checkup can be an important factor in heart health. Regular checkups can help identify and address risk factors for heart disease early.",
+    "PhysicalActivities": "Engaging in regular physical activities is important for maintaining heart health. It can help reduce the risk of heart disease by improving blood pressure, cholesterol levels, and overall cardiovascular fitness.",
+    "RemovedTeeth": "The number of removed teeth can be an indicator of overall health, including heart health. Poor oral health has been linked to an increased risk of heart disease.",
+    "HadHeartAttack": "As described above, the original dataset of nearly 300 variables was reduced to 40 variables. In addition to classical EDA, this dataset can be used to apply a number of machine learning methods, especially classifier models (logistic regression, SVM, random forest, etc.). You should treat the variable \"HadHeartAttack\" as binary (\"Yes\" - respondent had heart disease; \"No\" - respondent did not have heart disease). Note, however, that the classes are unbalanced, so the classic approach of applying a model is not advisable. Fixing the weights/undersampling should yield much better results. Based on the data set, I built a logistic regression model and embedded it in an application that might inspire you: https://share.streamlit.io/kamilpytlak/heart-condition-checker/main/app.py. Can you indicate which variables have a significant effect on the likelihood of heart disease?",
+    "HadAngina": "Angina is a type of chest pain caused by reduced blood flow to the heart. It is a symptom of coronary artery disease and can indicate an increased risk of heart disease.",
+    "HadStroke": "A stroke is a medical emergency that occurs when the blood supply to part of the brain is interrupted or reduced, preventing brain tissue from getting oxygen and nutrients. This can lead to serious health complications, including heart disease.",
+    "HadAsthma": "Asthma is a chronic respiratory condition that can affect heart health. It is important to manage asthma symptoms to reduce the risk of heart disease.",
+    "HadSkinCancer": "Skin cancer is a type of cancer that can affect overall health. It is important to address and treat skin cancer to maintain overall health and reduce the risk of heart disease.",
+    "HadCOPD": "Chronic obstructive pulmonary disease (COPD) is a chronic inflammatory lung disease that causes obstructed airflow from the lungs. It can increase the risk of heart disease.",
+    "HadDepressiveDisorder": "Depressive disorders can affect overall health and increase the risk of heart disease. It is important to address and manage mental health to reduce the risk of heart-related complications.",
+    "HadKidneyDisease": "Kidney disease can increase the risk of heart disease. It is important to monitor and manage kidney health to reduce the risk of heart-related complications.",
+    "HadArthritis": "Arthritis is a condition that causes inflammation of the joints. It can affect overall health and increase the risk of heart disease.",
+    "HadDiabetes": "Diabetes is a major risk factor for heart disease. High blood sugar levels can damage blood vessels and nerves that control the heart, leading to an increased risk of heart disease.",
+    "DeafOrHardOfHearing": "Hearing loss can affect overall health and quality of life. It is important to address and manage hearing issues to maintain overall health and reduce the risk of heart disease.",
+    "BlindOrVisionDifficulty": "Vision difficulties can affect overall health and quality of life. It is important to address and manage vision issues to maintain overall health and reduce the risk of heart disease.",
+    "DifficultyConcentrating": "Difficulty concentrating can be a sign of underlying health issues, including heart disease. It is important to address cognitive issues to improve overall health and reduce the risk of heart-related complications.",
+    "DifficultyWalking": "Difficulty walking can be a sign of underlying health issues, including heart disease. It is important to address mobility issues to improve overall health and reduce the risk of heart-related complications.",
+    "DifficultyDressingBathing": "Difficulty with daily activities such as dressing and bathing can be a sign of underlying health issues, including heart disease. It is important to address these issues to improve overall health and reduce the risk of heart-related complications.",
+    "DifficultyErrands": "Difficulty running errands can be a sign of underlying health issues, including heart disease. It is important to address these issues to improve overall health and reduce the risk of heart-related complications.",
+    "SmokerStatus": "Smoking is a major risk factor for heart disease. It is important to address and manage smoking habits to reduce the risk of heart-related complications.",
+    "ECigaretteUsage": "E-cigarette usage can affect heart health. It is important to monitor and manage e-cigarette usage to reduce the risk of heart disease.",
+    "ChestScan": "Chest scans can help identify underlying health issues, including heart disease. It is important to monitor and address any abnormalities found in chest scans to maintain overall health.",
+    "RaceEthnicityCategory": "Race and ethnicity can influence the risk of heart disease. It is important to consider these factors when assessing and managing heart health.",
+    "AlcoholDrinkers": "According to the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm), excessive alcohol consumption can lead to high blood pressure, heart failure, and even stroke. It is important to monitor and manage alcohol intake to reduce the risk of heart disease.",
+    "HIVTesting": "Whether the respondent has ever been tested for HIV (Yes/No), not the result of that test.",
+    "FluVaxLast12": "Receiving a flu vaccine in the last 12 months can help reduce the risk of respiratory infections, which can affect heart health. It is important to stay up-to-date with vaccinations to maintain overall health.",
+    "PneumoVaxEver": "Receiving a pneumococcal vaccine can help reduce the risk of respiratory infections, which can affect heart health. It is important to stay up-to-date with vaccinations to maintain overall health.",
+    "TetanusLast10Tdap": "Receiving a tetanus vaccine in the last 10 years can help reduce the risk of infections, which can affect heart health. It is important to stay up-to-date with vaccinations to maintain overall health.",
+    "HighRiskLastYear": "Being at high risk for health issues in the last year can affect overall health and increase the risk of heart disease. It is important to address and manage high-risk factors to reduce the risk of heart-related complications.",
+    "CovidPos": "Testing positive for COVID-19 can affect overall health and increase the risk of heart disease. It is important to monitor and manage COVID-19 symptoms to reduce the risk of heart-related complications."
+  },
+  "num_feature_intro": {
+    "BMI": "According to the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm), heart disease is a leading cause of death for people of most races in the U.S. (African Americans, American Indians and Alaska Natives, and whites). About half of all Americans (47%) have at least 1 of 3 major risk factors for heart disease: high blood pressure, high cholesterol, and smoking. Other key indicators include diabetes status, obesity (high BMI), not getting enough physical activity, or drinking too much alcohol. Identifying and preventing the factors that have the greatest impact on heart disease is very important in healthcare. In turn, developments in computing allow the application of machine learning methods to detect \"patterns\" in the data that can predict a patient's condition.",
+    "PhysicalHealth": "Physical health is an important factor in overall well-being and can influence the risk of heart disease. It is important to maintain good physical health to reduce the risk of heart-related complications.",
+    "MentalHealth": "Mental health is an important factor in overall well-being and can influence the risk of heart disease. It is important to address and manage mental health to reduce the risk of heart-related complications.",
+    "SleepTime": "Sleep time is an important factor in overall health. Poor sleep can affect heart health and increase the risk of heart disease. It is important to maintain good sleep habits to reduce the risk of heart-related complications.",
+    "PhysicalHealthDays": "The number of days with good physical health can be an indicator of overall well-being. It is important to maintain good physical health to reduce the risk of heart-related complications.",
+    "MentalHealthDays": "The number of days with good mental health can be an indicator of overall well-being. It is important to address and manage mental health to reduce the risk of heart-related complications.",
+    "SleepHours": "The number of hours of sleep can affect overall health. Poor sleep can affect heart health and increase the risk of heart disease. It is important to maintain good sleep habits to reduce the risk of heart-related complications.",
+    "HeightInMeters": "Height can be an indicator of overall health. It is important to monitor and maintain a healthy height-to-weight ratio to reduce the risk of heart disease.",
+    "WeightInKilograms": "Weight can be an indicator of overall health. It is important to maintain a healthy weight to reduce the risk of heart disease."
+  },
+  "evaluation_metric": "The evaluation metric for this dataset can include accuracy, precision, recall, F1-score, and AUC-ROC. These metrics can help assess the performance of machine learning models in predicting heart disease.",
+  "task_type": "classification",
+  "target": "GeneralHealth",
+  "num_feature_value": {
+    "BMI": [
+      12.02,
+      99.64
+    ],
+    "HeightInMeters": [
+      0.91,
+      2.41
+    ],
+    "MentalHealth": [
+      0.0,
+      30.0
+    ],
+    "MentalHealthDays": [
+      0.0,
+      30.0
+    ],
+    "PhysicalHealth": [
+      0.0,
+      30.0
+    ],
+    "PhysicalHealthDays": [
+      0.0,
+      30.0
+    ],
+    "SleepHours": [
+      1.0,
+      24.0
+    ],
+    "SleepTime": [
+      1.0,
+      24.0
+    ],
+    "WeightInKilograms": [
+      22.68,
+      292.57
+    ]
+  },
+  "cat_feature_value": {
+    "AgeCategory": [
+      "18-24",
+      "25-29",
+      "30-34",
+      "35-39",
+      "40-44",
+      "45-49",
+      "50-54",
+      "55-59",
+      "60-64",
+      "65-69",
+      "70-74",
+      "75-79",
+      "80 or older",
+      "Age 18 to 24",
+      "Age 25 to 29",
+      "Age 30 to 34",
+      "Age 35 to 39",
+      "Age 40 to 44",
+      "Age 45 to 49",
+      "Age 50 to 54",
+      "Age 55 to 59",
+      "Age 60 to 64",
+      "Age 65 to 69",
+      "Age 70 to 74",
+      "Age 75 to 79",
+      "Age 80 or older"
+    ],
+    "AlcoholDrinkers": [
+      "No",
+      "Yes"
+    ],
+    "AlcoholDrinking": [
+      "No",
+      "Yes"
+    ],
+    "Asthma": [
+      "No",
+      "Yes"
+    ],
+    "BlindOrVisionDifficulty": [
+      "No",
+      "Yes"
+    ],
+    "ChestScan": [
+      "No",
+      "Yes"
+    ],
+    "CovidPos": [
+      "No",
+      "Tested positive using home test without a health professional",
+      "Yes"
+    ],
+    "DeafOrHardOfHearing": [
+      "No",
+      "Yes"
+    ],
+    "Diabetic": [
+      "No",
+      "No, borderline diabetes",
+      "Yes",
+      "Yes (during pregnancy)"
+    ],
+    "DiffWalking": [
+      "No",
+      "Yes"
+    ],
+    "DifficultyConcentrating": [
+      "No",
+      "Yes"
+    ],
+    "DifficultyDressingBathing": [
+      "No",
+      "Yes"
+    ],
+    "DifficultyErrands": [
+      "No",
+      "Yes"
+    ],
+    "DifficultyWalking": [
+      "No",
+      "Yes"
+    ],
+    "ECigaretteUsage": [
+      "Never used e-cigarettes in my entire life",
+      "Not at all (right now)",
+      "Use them every day",
+      "Use them some days"
+    ],
+    "FluVaxLast12": [
+      "No",
+      "Yes"
+    ],
+    "GeneralHealth": [
+      "Excellent",
+      "Very good",
+      "Good",
+      "Fair",
+      "Poor"
+    ],
+    "HIVTesting": [
+      "No",
+      "Yes"
+    ],
+    "HadAngina": [
+      "No",
+      "Yes"
+    ],
+    "HadArthritis": [
+      "No",
+      "Yes"
+    ],
+    "HadAsthma": [
+      "No",
+      "Yes"
+    ],
+    "HadCOPD": [
+      "No",
+      "Yes"
+    ],
+    "HadDepressiveDisorder": [
+      "No",
+      "Yes"
+    ],
+    "HadDiabetes": [
+      "No",
+      "No, pre-diabetes or borderline diabetes",
+      "Yes",
+      "Yes, but only during pregnancy (female)"
+    ],
+    "HadHeartAttack": [
+      "No",
+      "Yes"
+    ],
+    "HadKidneyDisease": [
+      "No",
+      "Yes"
+    ],
+    "HadSkinCancer": [
+      "No",
+      "Yes"
+    ],
+    "HadStroke": [
+      "No",
+      "Yes"
+    ],
+    "HeartDisease": [
+      "No",
+      "Yes"
+    ],
+    "HighRiskLastYear": [
+      "No",
+      "Yes"
+    ],
+    "KidneyDisease": [
+      "No",
+      "Yes"
+    ],
+    "LastCheckupTime": [
+      "5 or more years ago",
+      "Within past 2 years (1 year but less than 2 years ago)",
+      "Within past 5 years (2 years but less than 5 years ago)",
+      "Within past year (anytime less than 12 months ago)"
+    ],
+    "PhysicalActivities": [
+      "No",
+      "Yes"
+    ],
+    "PhysicalActivity": [
+      "No",
+      "Yes"
+    ],
+    "PneumoVaxEver": [
+      "No",
+      "Yes"
+    ],
+    "Race": [
+      "American Indian/Alaskan Native",
+      "Asian",
+      "Black",
+      "Hispanic",
+      "Other",
+      "White"
+    ],
+    "RaceEthnicityCategory": [
+      "Black only, Non-Hispanic",
+      "Hispanic",
+      "Multiracial, Non-Hispanic",
+      "Other race only, Non-Hispanic",
+      "White only, Non-Hispanic"
+    ],
+    "RemovedTeeth": [
+      "1 to 5",
+      "6 or more, but not all",
+      "All",
+      "None of them"
+    ],
+    "Sex": [
+      "Female",
+      "Male"
+    ],
+    "SkinCancer": [
+      "No",
+      "Yes"
+    ],
+    "SmokerStatus": [
+      "Current smoker - now smokes every day",
+      "Current smoker - now smokes some days",
+      "Former smoker",
+      "Never smoked"
+    ],
+    "Smoking": [
+      "No",
+      "Yes"
+    ],
+    "State": [
+      "Alabama",
+      "Alaska",
+      "Arizona",
+      "Arkansas",
+      "California",
+      "Colorado",
+      "Connecticut",
+      "Delaware",
+      "District of Columbia",
+      "Florida",
+      "Georgia",
+      "Guam",
+      "Hawaii",
+      "Idaho",
+      "Illinois",
+      "Indiana",
+      "Iowa",
+      "Kansas",
+      "Kentucky",
+      "Louisiana",
+      "Maine",
+      "Maryland",
+      "Massachusetts",
+      "Michigan",
+      "Minnesota",
+      "Mississippi",
+      "Missouri",
+      "Montana",
+      "Nebraska",
+      "Nevada",
+      "New Hampshire",
+      "New Jersey",
+      "New Mexico",
+      "New York",
+      "North Carolina",
+      "North Dakota",
+      "Ohio",
+      "Oklahoma",
+      "Oregon",
+      "Pennsylvania",
+      "Puerto Rico",
+      "Rhode Island",
+      "South Carolina",
+      "South Dakota",
+      "Tennessee",
+      "Texas",
+      "Utah",
+      "Vermont",
+      "Virgin Islands",
+      "Virginia",
+      "Washington",
+      "West Virginia",
+      "Wisconsin",
+      "Wyoming"
+    ],
+    "Stroke": [
+      "No",
+      "Yes"
+    ],
+    "TetanusLast10Tdap": [
+      "No, did not receive any tetanus shot in the past 10 years",
+      "Yes, received Tdap",
+      "Yes, received tetanus shot but not sure what type",
+      "Yes, received tetanus shot, but not Tdap"
+    ]
+  }
+}
diff --git a/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_008/test_current.csv b/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_008/test_current.csv
index f2c7de1cb47a235d7bed85e0bc3d86ad2e7a986c..8f3c9cf5c76831198aa10ce0f1e86c55b581d128 100644
--- a/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_008/test_current.csv
+++ b/ranking_and_filtering/medical/classification/Indicators_of_Heart_Disease_(2022_UPDATE)_B4/Indicators_of_Heart_Disease_(2022_UPDATE)_B4_008/test_current.csv
@@ -1,16 +1,19 @@
-HeartDisease,BMI,Smoking,AlcoholDrinking,Stroke,PhysicalHealth,MentalHealth,DiffWalking,Sex,AgeCategory,Race,Diabetic,PhysicalActivity,GenHealth,SleepTime,Asthma,KidneyDisease,SkinCancer,State,GeneralHealth,PhysicalHealthDays,MentalHealthDays,LastCheckupTime,PhysicalActivities,SleepHours,RemovedTeeth,HadHeartAttack,HadAngina,HadStroke,HadAsthma,HadSkinCancer,HadCOPD,HadDepressiveDisorder,HadKidneyDisease,HadArthritis,HadDiabetes,DeafOrHardOfHearing,BlindOrVisionDifficulty,DifficultyConcentrating,DifficultyWalking,DifficultyDressingBathing,DifficultyErrands,SmokerStatus,ECigaretteUsage,ChestScan,RaceEthnicityCategory,HeightInMeters,WeightInKilograms,AlcoholDrinkers,HIVTesting,FluVaxLast12,PneumoVaxEver,TetanusLast10Tdap,HighRiskLastYear,CovidPos
-,30.23,,,,,,,Female,Age 55 to 59,,,,,,,,,Delaware,Excellent,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.55,72.57,Yes,No,,Yes,"Yes, received Tdap",No,No
-,32.01,,,,,,,Female,Age 60 to 64,,,,,,,,,Tennessee,Excellent,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,"6 or more, but not all",No,No,No,No,No,No,No,No,No,Yes,No,,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,,1.57,79.38,Yes,Yes,No,No,"Yes, received tetanus shot but not sure what type",,
-,37.11,,,,,,,Female,Age 40 to 44,,,,,,,,,California,Excellent,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,Hispanic,1.52,86.18,No,No,Yes,No,"Yes, received tetanus shot but not sure what type",No,Yes
-,34.3,,,,,,,Male,Age 40 to 44,,,,,,,,,Oregon,Excellent,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.85,117.93,Yes,Yes,No,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
-,31.64,,,,,,,Female,Age 18 to 24,,,,,,,,,Utah,Excellent,0.0,10.0,Within past year (anytime less than 12 months ago),Yes,9.0,None of them,No,No,No,No,No,No,No,No,No,"Yes, but only during pregnancy (female)",No,No,No,No,No,No,Never smoked,Use them some days,Yes,Hispanic,1.52,73.48,No,No,No,No,"Yes, received Tdap",No,No
-,32.32,,,,,,,Male,Age 50 to 54,,,,,,,,,Illinois,Excellent,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.85,111.13,Yes,No,Yes,No,"Yes, received Tdap",No,No
-,36.49,,,,,,,Male,Age 40 to 44,,,,,,,,,Arkansas,Excellent,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"Black only, Non-Hispanic",1.73,108.86,No,Yes,No,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
-,30.9,,,,,,,Female,Age 30 to 34,,,,,,,,,Indiana,Excellent,0.0,2.0,Within past 2 years (1 year but less than 2 years ago),Yes,8.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.63,81.65,Yes,Yes,No,No,"Yes, received Tdap",No,No
-,34.54,,,,,,,Female,Age 55 to 59,,,,,,,,,North Carolina,Excellent,0.0,10.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,No,No,No,No,No,No,Yes,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"Black only, Non-Hispanic",1.6,88.45,Yes,Yes,Yes,No,"Yes, received Tdap",No,Yes
-,31.01,,,,,,,Female,Age 80 or older,,,,,,,,,New Hampshire,Excellent,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,9.0,1 to 5,No,No,No,No,Yes,No,No,No,No,Yes,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.75,95.25,No,No,Yes,Yes,"Yes, received Tdap",No,No
-,34.75,,,,,,,Female,Age 55 to 59,,,,,,,,,Ohio,Excellent,0.0,0.0,Within past year (anytime less than 12 months ago),No,6.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.57,86.18,No,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-,30.9,,,,,,,Female,Age 18 to 24,,,,,,,,,Indiana,Excellent,0.0,0.0,Within past year (anytime less than 12 months ago),No,8.0,None of them,No,No,No,Yes,No,No,No,No,No,No,No,Yes,Yes,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"Black only, Non-Hispanic",1.63,81.65,No,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
-,39.05,,,,,,,Male,Age 25 to 29,,,,,,,,,Montana,Excellent,0.0,2.0,Within past year (anytime less than 12 months ago),No,5.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.8,127.01,No,No,No,Yes,,No,No
-,32.23,,,,,,,Male,Age 70 to 74,,,,,,,,,Maryland,Excellent,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,No,Yes,No,No,No,No,No,No,Yes,Yes,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"Black only, Non-Hispanic",1.88,113.85,No,Yes,Yes,Yes,"Yes, received tetanus shot, but not Tdap",No,No
-,30.42,,,,,,,Female,Age 80 or older,,,,,,,,,Massachusetts,Excellent,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.55,73.03,Yes,No,No,Yes,"Yes, received Tdap",No,Yes
+HeartDisease,BMI,Smoking,AlcoholDrinking,Stroke,PhysicalHealth,MentalHealth,DiffWalking,Sex,AgeCategory,Race,Diabetic,PhysicalActivity,SleepTime,Asthma,KidneyDisease,SkinCancer,State,GeneralHealth,PhysicalHealthDays,MentalHealthDays,LastCheckupTime,PhysicalActivities,SleepHours,RemovedTeeth,HadHeartAttack,HadAngina,HadStroke,HadAsthma,HadSkinCancer,HadCOPD,HadDepressiveDisorder,HadKidneyDisease,HadArthritis,HadDiabetes,DeafOrHardOfHearing,BlindOrVisionDifficulty,DifficultyConcentrating,DifficultyWalking,DifficultyDressingBathing,DifficultyErrands,SmokerStatus,ECigaretteUsage,ChestScan,RaceEthnicityCategory,HeightInMeters,WeightInKilograms,AlcoholDrinkers,HIVTesting,FluVaxLast12,PneumoVaxEver,TetanusLast10Tdap,HighRiskLastYear,CovidPos
+No,30.99,No,No,No,0.0,0.0,No,Female,45-49,White,No,No,10.0,No,No,No,,Excellent,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,30.23,,,,,,,Female,Age 55 to 59,,,,,,,,Delaware,Excellent,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.55,72.57,Yes,No,,Yes,"Yes, received Tdap",No,No
+,32.01,,,,,,,Female,Age 60 to 64,,,,,,,,Tennessee,Excellent,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,"6 or more, but not all",No,No,No,No,No,No,No,No,No,Yes,No,,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,,1.57,79.38,Yes,Yes,No,No,"Yes, received tetanus shot but not sure what type",,
+,37.11,,,,,,,Female,Age 40 to 44,,,,,,,,California,Excellent,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,Hispanic,1.52,86.18,No,No,Yes,No,"Yes, received tetanus shot but not sure what type",No,Yes
+,34.3,,,,,,,Male,Age 40 to 44,,,,,,,,Oregon,Excellent,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.85,117.93,Yes,Yes,No,Yes,"No, did not receive any tetanus shot in the past 10 years",No,No
+,31.64,,,,,,,Female,Age 18 to 24,,,,,,,,Utah,Excellent,0.0,10.0,Within past year (anytime less than 12 months ago),Yes,9.0,None of them,No,No,No,No,No,No,No,No,No,"Yes, but only during pregnancy (female)",No,No,No,No,No,No,Never smoked,Use them some days,Yes,Hispanic,1.52,73.48,No,No,No,No,"Yes, received Tdap",No,No
+No,30.54,No,No,No,0.0,14.0,No,Male,50-54,White,No,No,6.0,No,No,No,,Excellent,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,32.32,,,,,,,Male,Age 50 to 54,,,,,,,,Illinois,Excellent,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,7.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.85,111.13,Yes,No,Yes,No,"Yes, received Tdap",No,No
+,36.49,,,,,,,Male,Age 40 to 44,,,,,,,,Arkansas,Excellent,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,6.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"Black only, Non-Hispanic",1.73,108.86,No,Yes,No,No,"No, did not receive any tetanus shot in the past 10 years",No,Yes
+,30.9,,,,,,,Female,Age 30 to 34,,,,,,,,Indiana,Excellent,0.0,2.0,Within past 2 years (1 year but less than 2 years ago),Yes,8.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.63,81.65,Yes,Yes,No,No,"Yes, received Tdap",No,No
+,34.54,,,,,,,Female,Age 55 to 59,,,,,,,,North Carolina,Excellent,0.0,10.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,No,No,No,No,No,No,Yes,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"Black only, Non-Hispanic",1.6,88.45,Yes,Yes,Yes,No,"Yes, received Tdap",No,Yes
+,31.01,,,,,,,Female,Age 80 or older,,,,,,,,New Hampshire,Excellent,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,9.0,1 to 5,No,No,No,No,Yes,No,No,No,No,Yes,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.75,95.25,No,No,Yes,Yes,"Yes, received Tdap",No,No
+,34.75,,,,,,,Female,Age 55 to 59,,,,,,,,Ohio,Excellent,0.0,0.0,Within past year (anytime less than 12 months ago),No,6.0,1 to 5,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.57,86.18,No,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+,30.9,,,,,,,Female,Age 18 to 24,,,,,,,,Indiana,Excellent,0.0,0.0,Within past year (anytime less than 12 months ago),No,8.0,None of them,No,No,No,Yes,No,No,No,No,No,No,No,Yes,Yes,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"Black only, Non-Hispanic",1.63,81.65,No,No,No,No,"No, did not receive any tetanus shot in the past 10 years",No,No
+,39.05,,,,,,,Male,Age 25 to 29,,,,,,,,Montana,Excellent,0.0,2.0,Within past year (anytime less than 12 months ago),No,5.0,None of them,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,Yes,"White only, Non-Hispanic",1.8,127.01,No,No,No,Yes,,No,No
+No,31.53,Yes,No,No,0.0,0.0,No,Female,50-54,White,No,Yes,6.0,Yes,No,No,,Excellent,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+,32.23,,,,,,,Male,Age 70 to 74,,,,,,,,Maryland,Excellent,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,No,Yes,No,No,No,No,No,No,Yes,Yes,No,No,No,No,No,No,Former smoker,Never used e-cigarettes in my entire life,Yes,"Black only, Non-Hispanic",1.88,113.85,No,Yes,Yes,Yes,"Yes, received tetanus shot, but not Tdap",No,No
+,30.42,,,,,,,Female,Age 80 or older,,,,,,,,Massachusetts,Excellent,0.0,0.0,Within past year (anytime less than 12 months ago),Yes,8.0,1 to 5,No,No,No,No,No,No,No,No,Yes,No,No,No,No,No,No,No,Never smoked,Never used e-cigarettes in my entire life,No,"White only, Non-Hispanic",1.55,73.03,Yes,No,No,Yes,"Yes, received Tdap",No,Yes
diff --git a/ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_001/Sleep_Health_and_Lifestyle_Dataset_B4_001_current.json b/ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_001/Sleep_Health_and_Lifestyle_Dataset_B4_001_current.json
index 3e63c7f92465b83619d54f3a9cab4a47704cbff1..3b479c2b156a16a2a7d70148093227a395fbe8e0 100644
--- a/ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_001/Sleep_Health_and_Lifestyle_Dataset_B4_001_current.json
+++ b/ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_001/Sleep_Health_and_Lifestyle_Dataset_B4_001_current.json
@@ -1,1375 +1,1375 @@
 {
-    "id": "001",
-    "task_type": "B4",
-    "subtask_type": "list",
-    "perspective": "data_holder",
-    "dataset_name": "Sleep Health and Lifestyle Dataset",
-    "table_path": "output/Sleep Health and Lifestyle Dataset_B4/Sleep Health and Lifestyle Dataset_B4_001/test.csv",
-    "query": "I’ve attached our historical patient logs showing patterns in sleep issues. From this new batch of wellness profiles, can you flag all individuals who are likely experiencing insomnia based on the trends in the file I sent?",
-    "meta_info": {
-        "domain": "medical"
+  "id": "001",
+  "task_type": "B4",
+  "subtask_type": "list",
+  "perspective": "data_holder",
+  "dataset_name": "Sleep Health and Lifestyle Dataset",
+  "table_path": "output/Sleep Health and Lifestyle Dataset_B4/Sleep Health and Lifestyle Dataset_B4_001/test.csv",
+  "query": "I’ve attached our historical patient logs showing patterns in sleep issues. From this new batch of wellness profiles, can you flag all individuals who are likely experiencing insomnia based on the trends in the file I sent?",
+  "meta_info": {
+    "domain": "medical"
+  },
+  "final_decision": {},
+  "what_if": {},
+  "ground_truth": {
+    "extracted_features": [
+      {
+        "scenario_id": "001",
+        "features": {
+          "Person ID": 130,
+          "Gender": "Male",
+          "Age": 38,
+          "Occupation": "Lawyer",
+          "Sleep Duration": 7.3,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 60,
+          "Stress Level": 5,
+          "BMI Category": "Normal",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 68,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "002",
+        "features": {
+          "Person ID": 259,
+          "Gender": "Female",
+          "Age": 45,
+          "Occupation": "Teacher",
+          "Sleep Duration": 6.6,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 45,
+          "Stress Level": 4,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "135/90",
+          "Heart Rate": 65,
+          "Daily Steps": 6000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "003",
+        "features": {
+          "Person ID": 358,
+          "Gender": "Female",
+          "Age": 58,
+          "Occupation": "Nurse",
+          "Sleep Duration": 8.0,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 75,
+          "Stress Level": 3,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "140/95",
+          "Heart Rate": 68,
+          "Daily Steps": 7000,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "004",
+        "features": {
+          "Person ID": 240,
+          "Gender": "Male",
+          "Age": 44,
+          "Occupation": "Salesperson",
+          "Sleep Duration": 6.4,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 45,
+          "Stress Level": 7,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 72,
+          "Daily Steps": 6000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "005",
+        "features": {
+          "Person ID": 36,
+          "Gender": "Male",
+          "Age": 31,
+          "Occupation": "Doctor",
+          "Sleep Duration": 6.1,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 30,
+          "Stress Level": 8,
+          "BMI Category": "Normal",
+          "Blood Pressure": "125/80",
+          "Heart Rate": 72,
+          "Daily Steps": 5000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "006",
+        "features": {
+          "Person ID": 145,
+          "Gender": "Male",
+          "Age": 38,
+          "Occupation": "Lawyer",
+          "Sleep Duration": 7.1,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 60,
+          "Stress Level": 5,
+          "BMI Category": "Normal",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 68,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "007",
+        "features": {
+          "Person ID": 306,
+          "Gender": "Female",
+          "Age": 51,
+          "Occupation": "Nurse",
+          "Sleep Duration": 6.1,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 90,
+          "Stress Level": 8,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "140/95",
+          "Heart Rate": 75,
+          "Daily Steps": 10000,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "008",
+        "features": {
+          "Person ID": 237,
+          "Gender": "Male",
+          "Age": 44,
+          "Occupation": "Salesperson",
+          "Sleep Duration": 6.4,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 45,
+          "Stress Level": 7,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 72,
+          "Daily Steps": 6000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "009",
+        "features": {
+          "Person ID": 49,
+          "Gender": "Male",
+          "Age": 31,
+          "Occupation": "Doctor",
+          "Sleep Duration": 7.7,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 75,
+          "Stress Level": 6,
+          "BMI Category": "Normal",
+          "Blood Pressure": "120/80",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "010",
+        "features": {
+          "Person ID": 338,
+          "Gender": "Female",
+          "Age": 54,
+          "Occupation": "Engineer",
+          "Sleep Duration": 8.4,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 30,
+          "Stress Level": 3,
+          "BMI Category": "Normal",
+          "Blood Pressure": "125/80",
+          "Heart Rate": 65,
+          "Daily Steps": 5000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "011",
+        "features": {
+          "Person ID": 20,
+          "Gender": "Male",
+          "Age": 30,
+          "Occupation": "Doctor",
+          "Sleep Duration": 7.6,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 75,
+          "Stress Level": 6,
+          "BMI Category": "Normal",
+          "Blood Pressure": "120/80",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "012",
+        "features": {
+          "Person ID": 174,
+          "Gender": "Male",
+          "Age": 41,
+          "Occupation": "Lawyer",
+          "Sleep Duration": 7.7,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 90,
+          "Stress Level": 5,
+          "BMI Category": "Normal",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "013",
+        "features": {
+          "Person ID": 318,
+          "Gender": "Female",
+          "Age": 53,
+          "Occupation": "Engineer",
+          "Sleep Duration": 8.5,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 30,
+          "Stress Level": 3,
+          "BMI Category": "Normal",
+          "Blood Pressure": "125/80",
+          "Heart Rate": 65,
+          "Daily Steps": 5000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "014",
+        "features": {
+          "Person ID": 109,
+          "Gender": "Male",
+          "Age": 37,
+          "Occupation": "Engineer",
+          "Sleep Duration": 7.8,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 70,
+          "Stress Level": 4,
+          "BMI Category": "Normal Weight",
+          "Blood Pressure": "120/80",
+          "Heart Rate": 68,
+          "Daily Steps": 7000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "015",
+        "features": {
+          "Person ID": 181,
+          "Gender": "Male",
+          "Age": 42,
+          "Occupation": "Lawyer",
+          "Sleep Duration": 7.8,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 90,
+          "Stress Level": 5,
+          "BMI Category": "Normal",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "016",
+        "features": {
+          "Person ID": 206,
+          "Gender": "Male",
+          "Age": 43,
+          "Occupation": "Engineer",
+          "Sleep Duration": 7.7,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 90,
+          "Stress Level": 5,
+          "BMI Category": "Normal",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "017",
+        "features": {
+          "Person ID": 332,
+          "Gender": "Female",
+          "Age": 53,
+          "Occupation": "Engineer",
+          "Sleep Duration": 8.4,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 30,
+          "Stress Level": 3,
+          "BMI Category": "Normal",
+          "Blood Pressure": "125/80",
+          "Heart Rate": 65,
+          "Daily Steps": 5000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "018",
+        "features": {
+          "Person ID": 80,
+          "Gender": "Male",
+          "Age": 33,
+          "Occupation": "Doctor",
+          "Sleep Duration": 6.0,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 30,
+          "Stress Level": 8,
+          "BMI Category": "Normal",
+          "Blood Pressure": "125/80",
+          "Heart Rate": 72,
+          "Daily Steps": 5000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "019",
+        "features": {
+          "Person ID": 124,
+          "Gender": "Female",
+          "Age": 37,
+          "Occupation": "Accountant",
+          "Sleep Duration": 7.2,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 60,
+          "Stress Level": 4,
+          "BMI Category": "Normal",
+          "Blood Pressure": "115/75",
+          "Heart Rate": 68,
+          "Daily Steps": 7000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "020",
+        "features": {
+          "Person ID": 179,
+          "Gender": "Male",
+          "Age": 42,
+          "Occupation": "Lawyer",
+          "Sleep Duration": 7.8,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 90,
+          "Stress Level": 5,
+          "BMI Category": "Normal",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "021",
+        "features": {
+          "Person ID": 316,
+          "Gender": "Female",
+          "Age": 53,
+          "Occupation": "Engineer",
+          "Sleep Duration": 8.3,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 30,
+          "Stress Level": 3,
+          "BMI Category": "Normal",
+          "Blood Pressure": "125/80",
+          "Heart Rate": 65,
+          "Daily Steps": 5000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "022",
+        "features": {
+          "Person ID": 115,
+          "Gender": "Female",
+          "Age": 37,
+          "Occupation": "Accountant",
+          "Sleep Duration": 7.2,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 60,
+          "Stress Level": 4,
+          "BMI Category": "Normal",
+          "Blood Pressure": "115/75",
+          "Heart Rate": 68,
+          "Daily Steps": 7000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "023",
+        "features": {
+          "Person ID": 6,
+          "Gender": "Male",
+          "Age": 28,
+          "Occupation": "Software Engineer",
+          "Sleep Duration": 5.9,
+          "Quality of Sleep": 4,
+          "Physical Activity Level": 30,
+          "Stress Level": 8,
+          "BMI Category": "Obese",
+          "Blood Pressure": "140/90",
+          "Heart Rate": 85,
+          "Daily Steps": 3000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "024",
+        "features": {
+          "Person ID": 326,
+          "Gender": "Female",
+          "Age": 53,
+          "Occupation": "Engineer",
+          "Sleep Duration": 8.5,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 30,
+          "Stress Level": 3,
+          "BMI Category": "Normal",
+          "Blood Pressure": "125/80",
+          "Heart Rate": 65,
+          "Daily Steps": 5000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "025",
+        "features": {
+          "Person ID": 27,
+          "Gender": "Male",
+          "Age": 30,
+          "Occupation": "Doctor",
+          "Sleep Duration": 7.8,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 75,
+          "Stress Level": 6,
+          "BMI Category": "Normal",
+          "Blood Pressure": "120/80",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "026",
+        "features": {
+          "Person ID": 66,
+          "Gender": "Male",
+          "Age": 32,
+          "Occupation": "Doctor",
+          "Sleep Duration": 6.2,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 30,
+          "Stress Level": 8,
+          "BMI Category": "Normal",
+          "Blood Pressure": "125/80",
+          "Heart Rate": 72,
+          "Daily Steps": 5000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "027",
+        "features": {
+          "Person ID": 9,
+          "Gender": "Male",
+          "Age": 29,
+          "Occupation": "Doctor",
+          "Sleep Duration": 7.8,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 75,
+          "Stress Level": 6,
+          "BMI Category": "Normal",
+          "Blood Pressure": "120/80",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "028",
+        "features": {
+          "Person ID": 255,
+          "Gender": "Female",
+          "Age": 45,
+          "Occupation": "Teacher",
+          "Sleep Duration": 6.5,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 45,
+          "Stress Level": 4,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "135/90",
+          "Heart Rate": 65,
+          "Daily Steps": 6000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "029",
+        "features": {
+          "Person ID": 118,
+          "Gender": "Female",
+          "Age": 37,
+          "Occupation": "Accountant",
+          "Sleep Duration": 7.2,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 60,
+          "Stress Level": 4,
+          "BMI Category": "Normal",
+          "Blood Pressure": "115/75",
+          "Heart Rate": 68,
+          "Daily Steps": 7000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "030",
+        "features": {
+          "Person ID": 274,
+          "Gender": "Female",
+          "Age": 49,
+          "Occupation": "Nurse",
+          "Sleep Duration": 6.2,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 90,
+          "Stress Level": 8,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "140/95",
+          "Heart Rate": 75,
+          "Daily Steps": 10000,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "031",
+        "features": {
+          "Person ID": 101,
+          "Gender": "Female",
+          "Age": 36,
+          "Occupation": "Teacher",
+          "Sleep Duration": 7.2,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 60,
+          "Stress Level": 4,
+          "BMI Category": "Normal",
+          "Blood Pressure": "115/75",
+          "Heart Rate": 68,
+          "Daily Steps": 7000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "032",
+        "features": {
+          "Person ID": 165,
+          "Gender": "Male",
+          "Age": 40,
+          "Occupation": "Lawyer",
+          "Sleep Duration": 7.9,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 90,
+          "Stress Level": 5,
+          "BMI Category": "Normal",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 68,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "033",
+        "features": {
+          "Person ID": 193,
+          "Gender": "Male",
+          "Age": 43,
+          "Occupation": "Salesperson",
+          "Sleep Duration": 6.5,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 45,
+          "Stress Level": 7,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 72,
+          "Daily Steps": 6000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "034",
+        "features": {
+          "Person ID": 369,
+          "Gender": "Female",
+          "Age": 59,
+          "Occupation": "Nurse",
+          "Sleep Duration": 8.1,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 75,
+          "Stress Level": 3,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "140/95",
+          "Heart Rate": 68,
+          "Daily Steps": 7000,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "035",
+        "features": {
+          "Person ID": 123,
+          "Gender": "Female",
+          "Age": 37,
+          "Occupation": "Accountant",
+          "Sleep Duration": 7.2,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 60,
+          "Stress Level": 4,
+          "BMI Category": "Normal",
+          "Blood Pressure": "115/75",
+          "Heart Rate": 68,
+          "Daily Steps": 7000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "036",
+        "features": {
+          "Person ID": 243,
+          "Gender": "Male",
+          "Age": 44,
+          "Occupation": "Salesperson",
+          "Sleep Duration": 6.4,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 45,
+          "Stress Level": 7,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 72,
+          "Daily Steps": 6000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "037",
+        "features": {
+          "Person ID": 356,
+          "Gender": "Female",
+          "Age": 58,
+          "Occupation": "Nurse",
+          "Sleep Duration": 8.0,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 75,
+          "Stress Level": 3,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "140/95",
+          "Heart Rate": 68,
+          "Daily Steps": 7000,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "038",
+        "features": {
+          "Person ID": 129,
+          "Gender": "Male",
+          "Age": 38,
+          "Occupation": "Lawyer",
+          "Sleep Duration": 7.3,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 60,
+          "Stress Level": 5,
+          "BMI Category": "Normal",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 68,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "039",
+        "features": {
+          "Person ID": 132,
+          "Gender": "Male",
+          "Age": 38,
+          "Occupation": "Lawyer",
+          "Sleep Duration": 7.3,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 60,
+          "Stress Level": 5,
+          "BMI Category": "Normal",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 68,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "040",
+        "features": {
+          "Person ID": 88,
+          "Gender": "Male",
+          "Age": 35,
+          "Occupation": "Engineer",
+          "Sleep Duration": 7.2,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 60,
+          "Stress Level": 4,
+          "BMI Category": "Normal",
+          "Blood Pressure": "125/80",
+          "Heart Rate": 65,
+          "Daily Steps": 5000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "041",
+        "features": {
+          "Person ID": 363,
+          "Gender": "Female",
+          "Age": 59,
+          "Occupation": "Nurse",
+          "Sleep Duration": 8.2,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 75,
+          "Stress Level": 3,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "140/95",
+          "Heart Rate": 68,
+          "Daily Steps": 7000,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "042",
+        "features": {
+          "Person ID": 349,
+          "Gender": "Female",
+          "Age": 57,
+          "Occupation": "Nurse",
+          "Sleep Duration": 8.2,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 75,
+          "Stress Level": 3,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "140/95",
+          "Heart Rate": 68,
+          "Daily Steps": 7000,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "043",
+        "features": {
+          "Person ID": 334,
+          "Gender": "Female",
+          "Age": 54,
+          "Occupation": "Engineer",
+          "Sleep Duration": 8.4,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 30,
+          "Stress Level": 3,
+          "BMI Category": "Normal",
+          "Blood Pressure": "125/80",
+          "Heart Rate": 65,
+          "Daily Steps": 5000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "044",
+        "features": {
+          "Person ID": 204,
+          "Gender": "Male",
+          "Age": 43,
+          "Occupation": "Engineer",
+          "Sleep Duration": 6.9,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 47,
+          "Stress Level": 7,
+          "BMI Category": "Normal Weight",
+          "Blood Pressure": "117/76",
+          "Heart Rate": 69,
+          "Daily Steps": 6800,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "045",
+        "features": {
+          "Person ID": 97,
+          "Gender": "Female",
+          "Age": 36,
+          "Occupation": "Accountant",
+          "Sleep Duration": 7.2,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 60,
+          "Stress Level": 4,
+          "BMI Category": "Normal",
+          "Blood Pressure": "115/75",
+          "Heart Rate": 68,
+          "Daily Steps": 7000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "046",
+        "features": {
+          "Person ID": 291,
+          "Gender": "Female",
+          "Age": 50,
+          "Occupation": "Nurse",
+          "Sleep Duration": 6.0,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 90,
+          "Stress Level": 8,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "140/95",
+          "Heart Rate": 75,
+          "Daily Steps": 10000,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "047",
+        "features": {
+          "Person ID": 188,
+          "Gender": "Male",
+          "Age": 43,
+          "Occupation": "Salesperson",
+          "Sleep Duration": 6.3,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 45,
+          "Stress Level": 7,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 72,
+          "Daily Steps": 6000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "048",
+        "features": {
+          "Person ID": 168,
+          "Gender": "Male",
+          "Age": 41,
+          "Occupation": "Lawyer",
+          "Sleep Duration": 7.1,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 55,
+          "Stress Level": 6,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "125/82",
+          "Heart Rate": 72,
+          "Daily Steps": 6000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "049",
+        "features": {
+          "Person ID": 221,
+          "Gender": "Female",
+          "Age": 44,
+          "Occupation": "Teacher",
+          "Sleep Duration": 6.6,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 45,
+          "Stress Level": 4,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "135/90",
+          "Heart Rate": 65,
+          "Daily Steps": 6000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "050",
+        "features": {
+          "Person ID": 191,
+          "Gender": "Female",
+          "Age": 43,
+          "Occupation": "Teacher",
+          "Sleep Duration": 6.7,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 45,
+          "Stress Level": 4,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "135/90",
+          "Heart Rate": 65,
+          "Daily Steps": 6000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "051",
+        "features": {
+          "Person ID": 360,
+          "Gender": "Female",
+          "Age": 59,
+          "Occupation": "Nurse",
+          "Sleep Duration": 8.1,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 75,
+          "Stress Level": 3,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "140/95",
+          "Heart Rate": 68,
+          "Daily Steps": 7000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "052",
+        "features": {
+          "Person ID": 110,
+          "Gender": "Male",
+          "Age": 37,
+          "Occupation": "Lawyer",
+          "Sleep Duration": 7.4,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 60,
+          "Stress Level": 5,
+          "BMI Category": "Normal",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 68,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "053",
+        "features": {
+          "Person ID": 346,
+          "Gender": "Female",
+          "Age": 57,
+          "Occupation": "Nurse",
+          "Sleep Duration": 8.2,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 75,
+          "Stress Level": 3,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "140/95",
+          "Heart Rate": 68,
+          "Daily Steps": 7000,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "054",
+        "features": {
+          "Person ID": 185,
+          "Gender": "Female",
+          "Age": 42,
+          "Occupation": "Teacher",
+          "Sleep Duration": 6.8,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 45,
+          "Stress Level": 7,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 78,
+          "Daily Steps": 5000,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "055",
+        "features": {
+          "Person ID": 370,
+          "Gender": "Female",
+          "Age": 59,
+          "Occupation": "Nurse",
+          "Sleep Duration": 8.1,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 75,
+          "Stress Level": 3,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "140/95",
+          "Heart Rate": 68,
+          "Daily Steps": 7000,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "056",
+        "features": {
+          "Person ID": 37,
+          "Gender": "Male",
+          "Age": 31,
+          "Occupation": "Doctor",
+          "Sleep Duration": 6.1,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 30,
+          "Stress Level": 8,
+          "BMI Category": "Normal",
+          "Blood Pressure": "125/80",
+          "Heart Rate": 72,
+          "Daily Steps": 5000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "057",
+        "features": {
+          "Person ID": 4,
+          "Gender": "Male",
+          "Age": 28,
+          "Occupation": "Sales Representative",
+          "Sleep Duration": 5.9,
+          "Quality of Sleep": 4,
+          "Physical Activity Level": 30,
+          "Stress Level": 8,
+          "BMI Category": "Obese",
+          "Blood Pressure": "140/90",
+          "Heart Rate": 85,
+          "Daily Steps": 3000,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "058",
+        "features": {
+          "Person ID": 354,
+          "Gender": "Female",
+          "Age": 58,
+          "Occupation": "Nurse",
+          "Sleep Duration": 8.0,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 75,
+          "Stress Level": 3,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "140/95",
+          "Heart Rate": 68,
+          "Daily Steps": 7000,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "059",
+        "features": {
+          "Person ID": 35,
+          "Gender": "Male",
+          "Age": 31,
+          "Occupation": "Doctor",
+          "Sleep Duration": 7.7,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 75,
+          "Stress Level": 6,
+          "BMI Category": "Normal",
+          "Blood Pressure": "120/80",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "060",
+        "features": {
+          "Person ID": 281,
+          "Gender": "Female",
+          "Age": 50,
+          "Occupation": "Nurse",
+          "Sleep Duration": 6.0,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 90,
+          "Stress Level": 8,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "140/95",
+          "Heart Rate": 75,
+          "Daily Steps": 10000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "061",
+        "features": {
+          "Person ID": 233,
+          "Gender": "Female",
+          "Age": 44,
+          "Occupation": "Teacher",
+          "Sleep Duration": 6.6,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 45,
+          "Stress Level": 4,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "135/90",
+          "Heart Rate": 65,
+          "Daily Steps": 6000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "062",
+        "features": {
+          "Person ID": 19,
+          "Gender": "Female",
+          "Age": 29,
+          "Occupation": "Nurse",
+          "Sleep Duration": 6.5,
+          "Quality of Sleep": 5,
+          "Physical Activity Level": 40,
+          "Stress Level": 7,
+          "BMI Category": "Normal Weight",
+          "Blood Pressure": "132/87",
+          "Heart Rate": 80,
+          "Daily Steps": 4000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "063",
+        "features": {
+          "Person ID": 203,
+          "Gender": "Male",
+          "Age": 43,
+          "Occupation": "Engineer",
+          "Sleep Duration": 7.8,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 90,
+          "Stress Level": 5,
+          "BMI Category": "Normal",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "064",
+        "features": {
+          "Person ID": 81,
+          "Gender": "Female",
+          "Age": 34,
+          "Occupation": "Scientist",
+          "Sleep Duration": 5.8,
+          "Quality of Sleep": 4,
+          "Physical Activity Level": 32,
+          "Stress Level": 8,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "131/86",
+          "Heart Rate": 81,
+          "Daily Steps": 5200,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "065",
+        "features": {
+          "Person ID": 177,
+          "Gender": "Male",
+          "Age": 41,
+          "Occupation": "Lawyer",
+          "Sleep Duration": 7.6,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 90,
+          "Stress Level": 5,
+          "BMI Category": "Normal",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "066",
+        "features": {
+          "Person ID": 173,
+          "Gender": "Male",
+          "Age": 41,
+          "Occupation": "Lawyer",
+          "Sleep Duration": 7.7,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 90,
+          "Stress Level": 5,
+          "BMI Category": "Normal",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "067",
+        "features": {
+          "Person ID": 325,
+          "Gender": "Female",
+          "Age": 53,
+          "Occupation": "Engineer",
+          "Sleep Duration": 8.3,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 30,
+          "Stress Level": 3,
+          "BMI Category": "Normal",
+          "Blood Pressure": "125/80",
+          "Heart Rate": 65,
+          "Daily Steps": 5000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "068",
+        "features": {
+          "Person ID": 22,
+          "Gender": "Male",
+          "Age": 30,
+          "Occupation": "Doctor",
+          "Sleep Duration": 7.7,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 75,
+          "Stress Level": 6,
+          "BMI Category": "Normal",
+          "Blood Pressure": "120/80",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "069",
+        "features": {
+          "Person ID": 29,
+          "Gender": "Male",
+          "Age": 30,
+          "Occupation": "Doctor",
+          "Sleep Duration": 7.9,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 75,
+          "Stress Level": 6,
+          "BMI Category": "Normal",
+          "Blood Pressure": "120/80",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "070",
+        "features": {
+          "Person ID": 355,
+          "Gender": "Female",
+          "Age": 58,
+          "Occupation": "Nurse",
+          "Sleep Duration": 8.0,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 75,
+          "Stress Level": 3,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "140/95",
+          "Heart Rate": 68,
+          "Daily Steps": 7000,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "071",
+        "features": {
+          "Person ID": 267,
+          "Gender": "Male",
+          "Age": 48,
+          "Occupation": "Doctor",
+          "Sleep Duration": 7.3,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 65,
+          "Stress Level": 5,
+          "BMI Category": "Obese",
+          "Blood Pressure": "142/92",
+          "Heart Rate": 83,
+          "Daily Steps": 3500,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "072",
+        "features": {
+          "Person ID": 76,
+          "Gender": "Male",
+          "Age": 33,
+          "Occupation": "Doctor",
+          "Sleep Duration": 6.0,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 30,
+          "Stress Level": 8,
+          "BMI Category": "Normal",
+          "Blood Pressure": "125/80",
+          "Heart Rate": 72,
+          "Daily Steps": 5000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "073",
+        "features": {
+          "Person ID": 213,
+          "Gender": "Male",
+          "Age": 43,
+          "Occupation": "Engineer",
+          "Sleep Duration": 7.8,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 90,
+          "Stress Level": 5,
+          "BMI Category": "Normal",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "074",
+        "features": {
+          "Person ID": 313,
+          "Gender": "Female",
+          "Age": 52,
+          "Occupation": "Engineer",
+          "Sleep Duration": 8.4,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 30,
+          "Stress Level": 3,
+          "BMI Category": "Normal",
+          "Blood Pressure": "125/80",
+          "Heart Rate": 65,
+          "Daily Steps": 5000,
+          "Sleep Disorder": "No Disorder"
+        }
+      }
+    ],
+    "target_column": "Sleep Disorder",
+    "task_sub_type": "classification",
+    "ranking_ground_truth": {
+      "top_k_ids": [
+        "002",
+        "004",
+        "008",
+        "021",
+        "023",
+        "028",
+        "033",
+        "036",
+        "047",
+        "049",
+        "050",
+        "061",
+        "062",
+        "063",
+        "071"
+      ]
     },
-    "final_decision": {},
-    "what_if": {},
-    "ground_truth": {
-        "extracted_features": [
-            {
-                "scenario_id": "001",
-                "features": {
-                    "Person ID": 130,
-                    "Gender": "Male",
-                    "Age": 38,
-                    "Occupation": "Lawyer",
-                    "Sleep Duration": 7.3,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 60,
-                    "Stress Level": 5,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 68,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "002",
-                "features": {
-                    "Person ID": 259,
-                    "Gender": "Female",
-                    "Age": 45,
-                    "Occupation": "Teacher",
-                    "Sleep Duration": 6.6,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 4,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "135/90",
-                    "Heart Rate": 65,
-                    "Daily Steps": 6000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "003",
-                "features": {
-                    "Person ID": 358,
-                    "Gender": "Female",
-                    "Age": 58,
-                    "Occupation": "Nurse",
-                    "Sleep Duration": 8.0,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 75,
-                    "Stress Level": 3,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "140/95",
-                    "Heart Rate": 68,
-                    "Daily Steps": 7000,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "004",
-                "features": {
-                    "Person ID": 240,
-                    "Gender": "Male",
-                    "Age": 44,
-                    "Occupation": "Salesperson",
-                    "Sleep Duration": 6.4,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 7,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 72,
-                    "Daily Steps": 6000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "005",
-                "features": {
-                    "Person ID": 36,
-                    "Gender": "Male",
-                    "Age": 31,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 6.1,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 30,
-                    "Stress Level": 8,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "125/80",
-                    "Heart Rate": 72,
-                    "Daily Steps": 5000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "006",
-                "features": {
-                    "Person ID": 145,
-                    "Gender": "Male",
-                    "Age": 38,
-                    "Occupation": "Lawyer",
-                    "Sleep Duration": 7.1,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 60,
-                    "Stress Level": 5,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 68,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "007",
-                "features": {
-                    "Person ID": 306,
-                    "Gender": "Female",
-                    "Age": 51,
-                    "Occupation": "Nurse",
-                    "Sleep Duration": 6.1,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 90,
-                    "Stress Level": 8,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "140/95",
-                    "Heart Rate": 75,
-                    "Daily Steps": 10000,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "008",
-                "features": {
-                    "Person ID": 237,
-                    "Gender": "Male",
-                    "Age": 44,
-                    "Occupation": "Salesperson",
-                    "Sleep Duration": 6.4,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 7,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 72,
-                    "Daily Steps": 6000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "009",
-                "features": {
-                    "Person ID": 49,
-                    "Gender": "Male",
-                    "Age": 31,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 7.7,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 75,
-                    "Stress Level": 6,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "120/80",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "010",
-                "features": {
-                    "Person ID": 338,
-                    "Gender": "Female",
-                    "Age": 54,
-                    "Occupation": "Engineer",
-                    "Sleep Duration": 8.4,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 30,
-                    "Stress Level": 3,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "125/80",
-                    "Heart Rate": 65,
-                    "Daily Steps": 5000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "011",
-                "features": {
-                    "Person ID": 20,
-                    "Gender": "Male",
-                    "Age": 30,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 7.6,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 75,
-                    "Stress Level": 6,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "120/80",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "012",
-                "features": {
-                    "Person ID": 174,
-                    "Gender": "Male",
-                    "Age": 41,
-                    "Occupation": "Lawyer",
-                    "Sleep Duration": 7.7,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 90,
-                    "Stress Level": 5,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "013",
-                "features": {
-                    "Person ID": 318,
-                    "Gender": "Female",
-                    "Age": 53,
-                    "Occupation": "Engineer",
-                    "Sleep Duration": 8.5,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 30,
-                    "Stress Level": 3,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "125/80",
-                    "Heart Rate": 65,
-                    "Daily Steps": 5000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "014",
-                "features": {
-                    "Person ID": 109,
-                    "Gender": "Male",
-                    "Age": 37,
-                    "Occupation": "Engineer",
-                    "Sleep Duration": 7.8,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 70,
-                    "Stress Level": 4,
-                    "BMI Category": "Normal Weight",
-                    "Blood Pressure": "120/80",
-                    "Heart Rate": 68,
-                    "Daily Steps": 7000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "015",
-                "features": {
-                    "Person ID": 181,
-                    "Gender": "Male",
-                    "Age": 42,
-                    "Occupation": "Lawyer",
-                    "Sleep Duration": 7.8,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 90,
-                    "Stress Level": 5,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "016",
-                "features": {
-                    "Person ID": 206,
-                    "Gender": "Male",
-                    "Age": 43,
-                    "Occupation": "Engineer",
-                    "Sleep Duration": 7.7,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 90,
-                    "Stress Level": 5,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "017",
-                "features": {
-                    "Person ID": 332,
-                    "Gender": "Female",
-                    "Age": 53,
-                    "Occupation": "Engineer",
-                    "Sleep Duration": 8.4,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 30,
-                    "Stress Level": 3,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "125/80",
-                    "Heart Rate": 65,
-                    "Daily Steps": 5000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "018",
-                "features": {
-                    "Person ID": 80,
-                    "Gender": "Male",
-                    "Age": 33,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 6.0,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 30,
-                    "Stress Level": 8,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "125/80",
-                    "Heart Rate": 72,
-                    "Daily Steps": 5000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "019",
-                "features": {
-                    "Person ID": 124,
-                    "Gender": "Female",
-                    "Age": 37,
-                    "Occupation": "Accountant",
-                    "Sleep Duration": 7.2,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 60,
-                    "Stress Level": 4,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "115/75",
-                    "Heart Rate": 68,
-                    "Daily Steps": 7000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "020",
-                "features": {
-                    "Person ID": 179,
-                    "Gender": "Male",
-                    "Age": 42,
-                    "Occupation": "Lawyer",
-                    "Sleep Duration": 7.8,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 90,
-                    "Stress Level": 5,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "021",
-                "features": {
-                    "Person ID": 316,
-                    "Gender": "Female",
-                    "Age": 53,
-                    "Occupation": "Engineer",
-                    "Sleep Duration": 8.3,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 30,
-                    "Stress Level": 3,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "125/80",
-                    "Heart Rate": 65,
-                    "Daily Steps": 5000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "022",
-                "features": {
-                    "Person ID": 115,
-                    "Gender": "Female",
-                    "Age": 37,
-                    "Occupation": "Accountant",
-                    "Sleep Duration": 7.2,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 60,
-                    "Stress Level": 4,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "115/75",
-                    "Heart Rate": 68,
-                    "Daily Steps": 7000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "023",
-                "features": {
-                    "Person ID": 6,
-                    "Gender": "Male",
-                    "Age": 28,
-                    "Occupation": "Software Engineer",
-                    "Sleep Duration": 5.9,
-                    "Quality of Sleep": 4,
-                    "Physical Activity Level": 30,
-                    "Stress Level": 8,
-                    "BMI Category": "Obese",
-                    "Blood Pressure": "140/90",
-                    "Heart Rate": 85,
-                    "Daily Steps": 3000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "024",
-                "features": {
-                    "Person ID": 326,
-                    "Gender": "Female",
-                    "Age": 53,
-                    "Occupation": "Engineer",
-                    "Sleep Duration": 8.5,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 30,
-                    "Stress Level": 3,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "125/80",
-                    "Heart Rate": 65,
-                    "Daily Steps": 5000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "025",
-                "features": {
-                    "Person ID": 27,
-                    "Gender": "Male",
-                    "Age": 30,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 7.8,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 75,
-                    "Stress Level": 6,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "120/80",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "026",
-                "features": {
-                    "Person ID": 66,
-                    "Gender": "Male",
-                    "Age": 32,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 6.2,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 30,
-                    "Stress Level": 8,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "125/80",
-                    "Heart Rate": 72,
-                    "Daily Steps": 5000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "027",
-                "features": {
-                    "Person ID": 9,
-                    "Gender": "Male",
-                    "Age": 29,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 7.8,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 75,
-                    "Stress Level": 6,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "120/80",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "028",
-                "features": {
-                    "Person ID": 255,
-                    "Gender": "Female",
-                    "Age": 45,
-                    "Occupation": "Teacher",
-                    "Sleep Duration": 6.5,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 4,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "135/90",
-                    "Heart Rate": 65,
-                    "Daily Steps": 6000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "029",
-                "features": {
-                    "Person ID": 118,
-                    "Gender": "Female",
-                    "Age": 37,
-                    "Occupation": "Accountant",
-                    "Sleep Duration": 7.2,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 60,
-                    "Stress Level": 4,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "115/75",
-                    "Heart Rate": 68,
-                    "Daily Steps": 7000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "030",
-                "features": {
-                    "Person ID": 274,
-                    "Gender": "Female",
-                    "Age": 49,
-                    "Occupation": "Nurse",
-                    "Sleep Duration": 6.2,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 90,
-                    "Stress Level": 8,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "140/95",
-                    "Heart Rate": 75,
-                    "Daily Steps": 10000,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "031",
-                "features": {
-                    "Person ID": 101,
-                    "Gender": "Female",
-                    "Age": 36,
-                    "Occupation": "Teacher",
-                    "Sleep Duration": 7.2,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 60,
-                    "Stress Level": 4,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "115/75",
-                    "Heart Rate": 68,
-                    "Daily Steps": 7000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "032",
-                "features": {
-                    "Person ID": 165,
-                    "Gender": "Male",
-                    "Age": 40,
-                    "Occupation": "Lawyer",
-                    "Sleep Duration": 7.9,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 90,
-                    "Stress Level": 5,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 68,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "033",
-                "features": {
-                    "Person ID": 193,
-                    "Gender": "Male",
-                    "Age": 43,
-                    "Occupation": "Salesperson",
-                    "Sleep Duration": 6.5,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 7,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 72,
-                    "Daily Steps": 6000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "034",
-                "features": {
-                    "Person ID": 369,
-                    "Gender": "Female",
-                    "Age": 59,
-                    "Occupation": "Nurse",
-                    "Sleep Duration": 8.1,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 75,
-                    "Stress Level": 3,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "140/95",
-                    "Heart Rate": 68,
-                    "Daily Steps": 7000,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "035",
-                "features": {
-                    "Person ID": 123,
-                    "Gender": "Female",
-                    "Age": 37,
-                    "Occupation": "Accountant",
-                    "Sleep Duration": 7.2,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 60,
-                    "Stress Level": 4,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "115/75",
-                    "Heart Rate": 68,
-                    "Daily Steps": 7000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "036",
-                "features": {
-                    "Person ID": 243,
-                    "Gender": "Male",
-                    "Age": 44,
-                    "Occupation": "Salesperson",
-                    "Sleep Duration": 6.4,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 7,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 72,
-                    "Daily Steps": 6000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "037",
-                "features": {
-                    "Person ID": 356,
-                    "Gender": "Female",
-                    "Age": 58,
-                    "Occupation": "Nurse",
-                    "Sleep Duration": 8.0,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 75,
-                    "Stress Level": 3,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "140/95",
-                    "Heart Rate": 68,
-                    "Daily Steps": 7000,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "038",
-                "features": {
-                    "Person ID": 129,
-                    "Gender": "Male",
-                    "Age": 38,
-                    "Occupation": "Lawyer",
-                    "Sleep Duration": 7.3,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 60,
-                    "Stress Level": 5,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 68,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "039",
-                "features": {
-                    "Person ID": 132,
-                    "Gender": "Male",
-                    "Age": 38,
-                    "Occupation": "Lawyer",
-                    "Sleep Duration": 7.3,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 60,
-                    "Stress Level": 5,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 68,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "040",
-                "features": {
-                    "Person ID": 88,
-                    "Gender": "Male",
-                    "Age": 35,
-                    "Occupation": "Engineer",
-                    "Sleep Duration": 7.2,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 60,
-                    "Stress Level": 4,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "125/80",
-                    "Heart Rate": 65,
-                    "Daily Steps": 5000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "041",
-                "features": {
-                    "Person ID": 363,
-                    "Gender": "Female",
-                    "Age": 59,
-                    "Occupation": "Nurse",
-                    "Sleep Duration": 8.2,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 75,
-                    "Stress Level": 3,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "140/95",
-                    "Heart Rate": 68,
-                    "Daily Steps": 7000,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "042",
-                "features": {
-                    "Person ID": 349,
-                    "Gender": "Female",
-                    "Age": 57,
-                    "Occupation": "Nurse",
-                    "Sleep Duration": 8.2,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 75,
-                    "Stress Level": 3,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "140/95",
-                    "Heart Rate": 68,
-                    "Daily Steps": 7000,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "043",
-                "features": {
-                    "Person ID": 334,
-                    "Gender": "Female",
-                    "Age": 54,
-                    "Occupation": "Engineer",
-                    "Sleep Duration": 8.4,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 30,
-                    "Stress Level": 3,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "125/80",
-                    "Heart Rate": 65,
-                    "Daily Steps": 5000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "044",
-                "features": {
-                    "Person ID": 204,
-                    "Gender": "Male",
-                    "Age": 43,
-                    "Occupation": "Engineer",
-                    "Sleep Duration": 6.9,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 47,
-                    "Stress Level": 7,
-                    "BMI Category": "Normal Weight",
-                    "Blood Pressure": "117/76",
-                    "Heart Rate": 69,
-                    "Daily Steps": 6800,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "045",
-                "features": {
-                    "Person ID": 97,
-                    "Gender": "Female",
-                    "Age": 36,
-                    "Occupation": "Accountant",
-                    "Sleep Duration": 7.2,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 60,
-                    "Stress Level": 4,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "115/75",
-                    "Heart Rate": 68,
-                    "Daily Steps": 7000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "046",
-                "features": {
-                    "Person ID": 291,
-                    "Gender": "Female",
-                    "Age": 50,
-                    "Occupation": "Nurse",
-                    "Sleep Duration": 6.0,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 90,
-                    "Stress Level": 8,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "140/95",
-                    "Heart Rate": 75,
-                    "Daily Steps": 10000,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "047",
-                "features": {
-                    "Person ID": 188,
-                    "Gender": "Male",
-                    "Age": 43,
-                    "Occupation": "Salesperson",
-                    "Sleep Duration": 6.3,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 7,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 72,
-                    "Daily Steps": 6000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "048",
-                "features": {
-                    "Person ID": 168,
-                    "Gender": "Male",
-                    "Age": 41,
-                    "Occupation": "Lawyer",
-                    "Sleep Duration": 7.1,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 55,
-                    "Stress Level": 6,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "125/82",
-                    "Heart Rate": 72,
-                    "Daily Steps": 6000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "049",
-                "features": {
-                    "Person ID": 221,
-                    "Gender": "Female",
-                    "Age": 44,
-                    "Occupation": "Teacher",
-                    "Sleep Duration": 6.6,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 4,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "135/90",
-                    "Heart Rate": 65,
-                    "Daily Steps": 6000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "050",
-                "features": {
-                    "Person ID": 191,
-                    "Gender": "Female",
-                    "Age": 43,
-                    "Occupation": "Teacher",
-                    "Sleep Duration": 6.7,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 4,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "135/90",
-                    "Heart Rate": 65,
-                    "Daily Steps": 6000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "051",
-                "features": {
-                    "Person ID": 360,
-                    "Gender": "Female",
-                    "Age": 59,
-                    "Occupation": "Nurse",
-                    "Sleep Duration": 8.1,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 75,
-                    "Stress Level": 3,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "140/95",
-                    "Heart Rate": 68,
-                    "Daily Steps": 7000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "052",
-                "features": {
-                    "Person ID": 110,
-                    "Gender": "Male",
-                    "Age": 37,
-                    "Occupation": "Lawyer",
-                    "Sleep Duration": 7.4,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 60,
-                    "Stress Level": 5,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 68,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "053",
-                "features": {
-                    "Person ID": 346,
-                    "Gender": "Female",
-                    "Age": 57,
-                    "Occupation": "Nurse",
-                    "Sleep Duration": 8.2,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 75,
-                    "Stress Level": 3,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "140/95",
-                    "Heart Rate": 68,
-                    "Daily Steps": 7000,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "054",
-                "features": {
-                    "Person ID": 185,
-                    "Gender": "Female",
-                    "Age": 42,
-                    "Occupation": "Teacher",
-                    "Sleep Duration": 6.8,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 7,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 78,
-                    "Daily Steps": 5000,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "055",
-                "features": {
-                    "Person ID": 370,
-                    "Gender": "Female",
-                    "Age": 59,
-                    "Occupation": "Nurse",
-                    "Sleep Duration": 8.1,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 75,
-                    "Stress Level": 3,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "140/95",
-                    "Heart Rate": 68,
-                    "Daily Steps": 7000,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "056",
-                "features": {
-                    "Person ID": 37,
-                    "Gender": "Male",
-                    "Age": 31,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 6.1,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 30,
-                    "Stress Level": 8,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "125/80",
-                    "Heart Rate": 72,
-                    "Daily Steps": 5000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "057",
-                "features": {
-                    "Person ID": 4,
-                    "Gender": "Male",
-                    "Age": 28,
-                    "Occupation": "Sales Representative",
-                    "Sleep Duration": 5.9,
-                    "Quality of Sleep": 4,
-                    "Physical Activity Level": 30,
-                    "Stress Level": 8,
-                    "BMI Category": "Obese",
-                    "Blood Pressure": "140/90",
-                    "Heart Rate": 85,
-                    "Daily Steps": 3000,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "058",
-                "features": {
-                    "Person ID": 354,
-                    "Gender": "Female",
-                    "Age": 58,
-                    "Occupation": "Nurse",
-                    "Sleep Duration": 8.0,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 75,
-                    "Stress Level": 3,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "140/95",
-                    "Heart Rate": 68,
-                    "Daily Steps": 7000,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "059",
-                "features": {
-                    "Person ID": 35,
-                    "Gender": "Male",
-                    "Age": 31,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 7.7,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 75,
-                    "Stress Level": 6,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "120/80",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "060",
-                "features": {
-                    "Person ID": 281,
-                    "Gender": "Female",
-                    "Age": 50,
-                    "Occupation": "Nurse",
-                    "Sleep Duration": 6.0,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 90,
-                    "Stress Level": 8,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "140/95",
-                    "Heart Rate": 75,
-                    "Daily Steps": 10000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "061",
-                "features": {
-                    "Person ID": 233,
-                    "Gender": "Female",
-                    "Age": 44,
-                    "Occupation": "Teacher",
-                    "Sleep Duration": 6.6,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 4,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "135/90",
-                    "Heart Rate": 65,
-                    "Daily Steps": 6000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "062",
-                "features": {
-                    "Person ID": 19,
-                    "Gender": "Female",
-                    "Age": 29,
-                    "Occupation": "Nurse",
-                    "Sleep Duration": 6.5,
-                    "Quality of Sleep": 5,
-                    "Physical Activity Level": 40,
-                    "Stress Level": 7,
-                    "BMI Category": "Normal Weight",
-                    "Blood Pressure": "132/87",
-                    "Heart Rate": 80,
-                    "Daily Steps": 4000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "063",
-                "features": {
-                    "Person ID": 203,
-                    "Gender": "Male",
-                    "Age": 43,
-                    "Occupation": "Engineer",
-                    "Sleep Duration": 7.8,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 90,
-                    "Stress Level": 5,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "064",
-                "features": {
-                    "Person ID": 81,
-                    "Gender": "Female",
-                    "Age": 34,
-                    "Occupation": "Scientist",
-                    "Sleep Duration": 5.8,
-                    "Quality of Sleep": 4,
-                    "Physical Activity Level": 32,
-                    "Stress Level": 8,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "131/86",
-                    "Heart Rate": 81,
-                    "Daily Steps": 5200,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "065",
-                "features": {
-                    "Person ID": 177,
-                    "Gender": "Male",
-                    "Age": 41,
-                    "Occupation": "Lawyer",
-                    "Sleep Duration": 7.6,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 90,
-                    "Stress Level": 5,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "066",
-                "features": {
-                    "Person ID": 173,
-                    "Gender": "Male",
-                    "Age": 41,
-                    "Occupation": "Lawyer",
-                    "Sleep Duration": 7.7,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 90,
-                    "Stress Level": 5,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "067",
-                "features": {
-                    "Person ID": 325,
-                    "Gender": "Female",
-                    "Age": 53,
-                    "Occupation": "Engineer",
-                    "Sleep Duration": 8.3,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 30,
-                    "Stress Level": 3,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "125/80",
-                    "Heart Rate": 65,
-                    "Daily Steps": 5000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "068",
-                "features": {
-                    "Person ID": 22,
-                    "Gender": "Male",
-                    "Age": 30,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 7.7,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 75,
-                    "Stress Level": 6,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "120/80",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "069",
-                "features": {
-                    "Person ID": 29,
-                    "Gender": "Male",
-                    "Age": 30,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 7.9,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 75,
-                    "Stress Level": 6,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "120/80",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "070",
-                "features": {
-                    "Person ID": 355,
-                    "Gender": "Female",
-                    "Age": 58,
-                    "Occupation": "Nurse",
-                    "Sleep Duration": 8.0,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 75,
-                    "Stress Level": 3,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "140/95",
-                    "Heart Rate": 68,
-                    "Daily Steps": 7000,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "071",
-                "features": {
-                    "Person ID": 267,
-                    "Gender": "Male",
-                    "Age": 48,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 7.3,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 65,
-                    "Stress Level": 5,
-                    "BMI Category": "Obese",
-                    "Blood Pressure": "142/92",
-                    "Heart Rate": 83,
-                    "Daily Steps": 3500,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "072",
-                "features": {
-                    "Person ID": 76,
-                    "Gender": "Male",
-                    "Age": 33,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 6.0,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 30,
-                    "Stress Level": 8,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "125/80",
-                    "Heart Rate": 72,
-                    "Daily Steps": 5000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "073",
-                "features": {
-                    "Person ID": 213,
-                    "Gender": "Male",
-                    "Age": 43,
-                    "Occupation": "Engineer",
-                    "Sleep Duration": 7.8,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 90,
-                    "Stress Level": 5,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "074",
-                "features": {
-                    "Person ID": 313,
-                    "Gender": "Female",
-                    "Age": 52,
-                    "Occupation": "Engineer",
-                    "Sleep Duration": 8.4,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 30,
-                    "Stress Level": 3,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "125/80",
-                    "Heart Rate": 65,
-                    "Daily Steps": 5000,
-                    "Sleep Disorder": null
-                }
-            }
-        ],
-        "target_column": "Sleep Disorder",
-        "task_sub_type": "classification",
-        "ranking_ground_truth": {
-            "top_k_ids": [
-                "002",
-                "004",
-                "008",
-                "021",
-                "023",
-                "028",
-                "033",
-                "036",
-                "047",
-                "049",
-                "050",
-                "061",
-                "062",
-                "063",
-                "071"
-            ]
-        },
-        "active_filters": [],
-        "target_class_value": "insomnia"
-    },
-    "response": "",
-    "evaluation_score": {}
-}
\ No newline at end of file
+    "active_filters": [],
+    "target_class_value": "insomnia"
+  },
+  "response": "",
+  "evaluation_score": {}
+}
diff --git a/ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_001/history.csv b/ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_001/history.csv
index ba0b20afcede5e53ff26b91a0b5b81ad5a674a7b..7ca0d37ff2272308e6f803dae8dbbd0788a04b39 100644
--- a/ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_001/history.csv
+++ b/ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_001/history.csv
@@ -1,152 +1,152 @@
 Person ID,Gender,Age,Occupation,Sleep Duration,Quality of Sleep,Physical Activity Level,Stress Level,BMI Category,Blood Pressure,Heart Rate,Daily Steps,Sleep Disorder
-1,Male,27,Software Engineer,6.1,6,42,6,Overweight,126/83,77,4200,
-2,Male,28,Doctor,6.2,6,60,8,Normal,125/80,75,10000,
-3,Male,28,Doctor,6.2,6,60,8,Normal,125/80,75,10000,
+1,Male,27,Software Engineer,6.1,6,42,6,Overweight,126/83,77,4200,No Disorder
+2,Male,28,Doctor,6.2,6,60,8,Normal,125/80,75,10000,No Disorder
+3,Male,28,Doctor,6.2,6,60,8,Normal,125/80,75,10000,No Disorder
 5,Male,28,Sales Representative,5.9,4,30,8,Obese,140/90,85,3000,Sleep Apnea
 7,Male,29,Teacher,6.3,6,40,7,Obese,140/90,82,3500,Insomnia
-8,Male,29,Doctor,7.8,7,75,6,Normal,120/80,70,8000,
-10,Male,29,Doctor,7.8,7,75,6,Normal,120/80,70,8000,
-11,Male,29,Doctor,6.1,6,30,8,Normal,120/80,70,8000,
-12,Male,29,Doctor,7.8,7,75,6,Normal,120/80,70,8000,
-13,Male,29,Doctor,6.1,6,30,8,Normal,120/80,70,8000,
-14,Male,29,Doctor,6.0,6,30,8,Normal,120/80,70,8000,
-15,Male,29,Doctor,6.0,6,30,8,Normal,120/80,70,8000,
-16,Male,29,Doctor,6.0,6,30,8,Normal,120/80,70,8000,
+8,Male,29,Doctor,7.8,7,75,6,Normal,120/80,70,8000,No Disorder
+10,Male,29,Doctor,7.8,7,75,6,Normal,120/80,70,8000,No Disorder
+11,Male,29,Doctor,6.1,6,30,8,Normal,120/80,70,8000,No Disorder
+12,Male,29,Doctor,7.8,7,75,6,Normal,120/80,70,8000,No Disorder
+13,Male,29,Doctor,6.1,6,30,8,Normal,120/80,70,8000,No Disorder
+14,Male,29,Doctor,6.0,6,30,8,Normal,120/80,70,8000,No Disorder
+15,Male,29,Doctor,6.0,6,30,8,Normal,120/80,70,8000,No Disorder
+16,Male,29,Doctor,6.0,6,30,8,Normal,120/80,70,8000,No Disorder
 17,Female,29,Nurse,6.5,5,40,7,Normal Weight,132/87,80,4000,Sleep Apnea
 18,Male,29,Doctor,6.0,6,30,8,Normal,120/80,70,8000,Sleep Apnea
-21,Male,30,Doctor,7.7,7,75,6,Normal,120/80,70,8000,
-23,Male,30,Doctor,7.7,7,75,6,Normal,120/80,70,8000,
-24,Male,30,Doctor,7.7,7,75,6,Normal,120/80,70,8000,
-25,Male,30,Doctor,7.8,7,75,6,Normal,120/80,70,8000,
-26,Male,30,Doctor,7.9,7,75,6,Normal,120/80,70,8000,
-28,Male,30,Doctor,7.9,7,75,6,Normal,120/80,70,8000,
-30,Male,30,Doctor,7.9,7,75,6,Normal,120/80,70,8000,
+21,Male,30,Doctor,7.7,7,75,6,Normal,120/80,70,8000,No Disorder
+23,Male,30,Doctor,7.7,7,75,6,Normal,120/80,70,8000,No Disorder
+24,Male,30,Doctor,7.7,7,75,6,Normal,120/80,70,8000,No Disorder
+25,Male,30,Doctor,7.8,7,75,6,Normal,120/80,70,8000,No Disorder
+26,Male,30,Doctor,7.9,7,75,6,Normal,120/80,70,8000,No Disorder
+28,Male,30,Doctor,7.9,7,75,6,Normal,120/80,70,8000,No Disorder
+30,Male,30,Doctor,7.9,7,75,6,Normal,120/80,70,8000,No Disorder
 31,Female,30,Nurse,6.4,5,35,7,Normal Weight,130/86,78,4100,Sleep Apnea
 32,Female,30,Nurse,6.4,5,35,7,Normal Weight,130/86,78,4100,Insomnia
-33,Female,31,Nurse,7.9,8,75,4,Normal Weight,117/76,69,6800,
-34,Male,31,Doctor,6.1,6,30,8,Normal,125/80,72,5000,
-38,Male,31,Doctor,7.6,7,75,6,Normal,120/80,70,8000,
-39,Male,31,Doctor,7.6,7,75,6,Normal,120/80,70,8000,
-40,Male,31,Doctor,7.6,7,75,6,Normal,120/80,70,8000,
-41,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,
-42,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,
-43,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,
-44,Male,31,Doctor,7.8,7,75,6,Normal,120/80,70,8000,
-45,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,
-46,Male,31,Doctor,7.8,7,75,6,Normal,120/80,70,8000,
-47,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,
-48,Male,31,Doctor,7.8,7,75,6,Normal,120/80,70,8000,
+33,Female,31,Nurse,7.9,8,75,4,Normal Weight,117/76,69,6800,No Disorder
+34,Male,31,Doctor,6.1,6,30,8,Normal,125/80,72,5000,No Disorder
+38,Male,31,Doctor,7.6,7,75,6,Normal,120/80,70,8000,No Disorder
+39,Male,31,Doctor,7.6,7,75,6,Normal,120/80,70,8000,No Disorder
+40,Male,31,Doctor,7.6,7,75,6,Normal,120/80,70,8000,No Disorder
+41,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,No Disorder
+42,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,No Disorder
+43,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,No Disorder
+44,Male,31,Doctor,7.8,7,75,6,Normal,120/80,70,8000,No Disorder
+45,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,No Disorder
+46,Male,31,Doctor,7.8,7,75,6,Normal,120/80,70,8000,No Disorder
+47,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,No Disorder
+48,Male,31,Doctor,7.8,7,75,6,Normal,120/80,70,8000,No Disorder
 50,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,Sleep Apnea
-51,Male,32,Engineer,7.5,8,45,3,Normal,120/80,70,8000,
-52,Male,32,Engineer,7.5,8,45,3,Normal,120/80,70,8000,
-53,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,
-54,Male,32,Doctor,7.6,7,75,6,Normal,120/80,70,8000,
-55,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,
-56,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,
-57,Male,32,Doctor,7.7,7,75,6,Normal,120/80,70,8000,
-58,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,
-59,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,
-60,Male,32,Doctor,7.7,7,75,6,Normal,120/80,70,8000,
-61,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,
-62,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,
-63,Male,32,Doctor,6.2,6,30,8,Normal,125/80,72,5000,
-64,Male,32,Doctor,6.2,6,30,8,Normal,125/80,72,5000,
-65,Male,32,Doctor,6.2,6,30,8,Normal,125/80,72,5000,
-67,Male,32,Accountant,7.2,8,50,6,Normal Weight,118/76,68,7000,
+51,Male,32,Engineer,7.5,8,45,3,Normal,120/80,70,8000,No Disorder
+52,Male,32,Engineer,7.5,8,45,3,Normal,120/80,70,8000,No Disorder
+53,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,No Disorder
+54,Male,32,Doctor,7.6,7,75,6,Normal,120/80,70,8000,No Disorder
+55,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,No Disorder
+56,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,No Disorder
+57,Male,32,Doctor,7.7,7,75,6,Normal,120/80,70,8000,No Disorder
+58,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,No Disorder
+59,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,No Disorder
+60,Male,32,Doctor,7.7,7,75,6,Normal,120/80,70,8000,No Disorder
+61,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,No Disorder
+62,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,No Disorder
+63,Male,32,Doctor,6.2,6,30,8,Normal,125/80,72,5000,No Disorder
+64,Male,32,Doctor,6.2,6,30,8,Normal,125/80,72,5000,No Disorder
+65,Male,32,Doctor,6.2,6,30,8,Normal,125/80,72,5000,No Disorder
+67,Male,32,Accountant,7.2,8,50,6,Normal Weight,118/76,68,7000,No Disorder
 68,Male,33,Doctor,6.0,6,30,8,Normal,125/80,72,5000,Insomnia
-69,Female,33,Scientist,6.2,6,50,6,Overweight,128/85,76,5500,
-70,Female,33,Scientist,6.2,6,50,6,Overweight,128/85,76,5500,
-71,Male,33,Doctor,6.1,6,30,8,Normal,125/80,72,5000,
-72,Male,33,Doctor,6.1,6,30,8,Normal,125/80,72,5000,
-73,Male,33,Doctor,6.1,6,30,8,Normal,125/80,72,5000,
-74,Male,33,Doctor,6.1,6,30,8,Normal,125/80,72,5000,
-75,Male,33,Doctor,6.0,6,30,8,Normal,125/80,72,5000,
-77,Male,33,Doctor,6.0,6,30,8,Normal,125/80,72,5000,
-78,Male,33,Doctor,6.0,6,30,8,Normal,125/80,72,5000,
-79,Male,33,Doctor,6.0,6,30,8,Normal,125/80,72,5000,
+69,Female,33,Scientist,6.2,6,50,6,Overweight,128/85,76,5500,No Disorder
+70,Female,33,Scientist,6.2,6,50,6,Overweight,128/85,76,5500,No Disorder
+71,Male,33,Doctor,6.1,6,30,8,Normal,125/80,72,5000,No Disorder
+72,Male,33,Doctor,6.1,6,30,8,Normal,125/80,72,5000,No Disorder
+73,Male,33,Doctor,6.1,6,30,8,Normal,125/80,72,5000,No Disorder
+74,Male,33,Doctor,6.1,6,30,8,Normal,125/80,72,5000,No Disorder
+75,Male,33,Doctor,6.0,6,30,8,Normal,125/80,72,5000,No Disorder
+77,Male,33,Doctor,6.0,6,30,8,Normal,125/80,72,5000,No Disorder
+78,Male,33,Doctor,6.0,6,30,8,Normal,125/80,72,5000,No Disorder
+79,Male,33,Doctor,6.0,6,30,8,Normal,125/80,72,5000,No Disorder
 82,Female,34,Scientist,5.8,4,32,8,Overweight,131/86,81,5200,Sleep Apnea
-83,Male,35,Teacher,6.7,7,40,5,Overweight,128/84,70,5600,
-84,Male,35,Teacher,6.7,7,40,5,Overweight,128/84,70,5600,
-85,Male,35,Software Engineer,7.5,8,60,5,Normal Weight,120/80,70,8000,
-86,Female,35,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-87,Male,35,Engineer,7.2,8,60,4,Normal,125/80,65,5000,
-89,Male,35,Engineer,7.3,8,60,4,Normal,125/80,65,5000,
-90,Male,35,Engineer,7.3,8,60,4,Normal,125/80,65,5000,
-91,Male,35,Engineer,7.3,8,60,4,Normal,125/80,65,5000,
-92,Male,35,Engineer,7.3,8,60,4,Normal,125/80,65,5000,
-93,Male,35,Software Engineer,7.5,8,60,5,Normal Weight,120/80,70,8000,
+83,Male,35,Teacher,6.7,7,40,5,Overweight,128/84,70,5600,No Disorder
+84,Male,35,Teacher,6.7,7,40,5,Overweight,128/84,70,5600,No Disorder
+85,Male,35,Software Engineer,7.5,8,60,5,Normal Weight,120/80,70,8000,No Disorder
+86,Female,35,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+87,Male,35,Engineer,7.2,8,60,4,Normal,125/80,65,5000,No Disorder
+89,Male,35,Engineer,7.3,8,60,4,Normal,125/80,65,5000,No Disorder
+90,Male,35,Engineer,7.3,8,60,4,Normal,125/80,65,5000,No Disorder
+91,Male,35,Engineer,7.3,8,60,4,Normal,125/80,65,5000,No Disorder
+92,Male,35,Engineer,7.3,8,60,4,Normal,125/80,65,5000,No Disorder
+93,Male,35,Software Engineer,7.5,8,60,5,Normal Weight,120/80,70,8000,No Disorder
 94,Male,35,Lawyer,7.4,7,60,5,Obese,135/88,84,3300,Sleep Apnea
 95,Female,36,Accountant,7.2,8,60,4,Normal,115/75,68,7000,Insomnia
-96,Female,36,Accountant,7.1,8,60,4,Normal,115/75,68,7000,
-98,Female,36,Accountant,7.1,8,60,4,Normal,115/75,68,7000,
-99,Female,36,Teacher,7.1,8,60,4,Normal,115/75,68,7000,
-100,Female,36,Teacher,7.1,8,60,4,Normal,115/75,68,7000,
-102,Female,36,Teacher,7.2,8,60,4,Normal,115/75,68,7000,
-103,Female,36,Teacher,7.2,8,60,4,Normal,115/75,68,7000,
+96,Female,36,Accountant,7.1,8,60,4,Normal,115/75,68,7000,No Disorder
+98,Female,36,Accountant,7.1,8,60,4,Normal,115/75,68,7000,No Disorder
+99,Female,36,Teacher,7.1,8,60,4,Normal,115/75,68,7000,No Disorder
+100,Female,36,Teacher,7.1,8,60,4,Normal,115/75,68,7000,No Disorder
+102,Female,36,Teacher,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+103,Female,36,Teacher,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
 104,Male,36,Teacher,6.6,5,35,7,Overweight,129/84,74,4800,Sleep Apnea
 105,Female,36,Teacher,7.2,8,60,4,Normal,115/75,68,7000,Sleep Apnea
 106,Male,36,Teacher,6.6,5,35,7,Overweight,129/84,74,4800,Insomnia
-107,Female,37,Nurse,6.1,6,42,6,Overweight,126/83,77,4200,
-108,Male,37,Engineer,7.8,8,70,4,Normal Weight,120/80,68,7000,
-111,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-112,Male,37,Lawyer,7.4,8,60,5,Normal,130/85,68,8000,
-113,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-114,Male,37,Lawyer,7.4,8,60,5,Normal,130/85,68,8000,
-116,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-117,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-119,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-120,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-121,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-122,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-125,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-126,Female,37,Nurse,7.5,8,60,4,Normal Weight,120/80,70,8000,
-127,Male,38,Lawyer,7.3,8,60,5,Normal,130/85,68,8000,
-128,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,
-131,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,
-133,Male,38,Lawyer,7.3,8,60,5,Normal,130/85,68,8000,
-134,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,
-135,Male,38,Lawyer,7.3,8,60,5,Normal,130/85,68,8000,
-136,Male,38,Lawyer,7.3,8,60,5,Normal,130/85,68,8000,
-137,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,
-138,Male,38,Lawyer,7.1,8,60,5,Normal,130/85,68,8000,
-139,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,
-140,Male,38,Lawyer,7.1,8,60,5,Normal,130/85,68,8000,
-141,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,
-142,Male,38,Lawyer,7.1,8,60,5,Normal,130/85,68,8000,
-143,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,
-144,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,
+107,Female,37,Nurse,6.1,6,42,6,Overweight,126/83,77,4200,No Disorder
+108,Male,37,Engineer,7.8,8,70,4,Normal Weight,120/80,68,7000,No Disorder
+111,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+112,Male,37,Lawyer,7.4,8,60,5,Normal,130/85,68,8000,No Disorder
+113,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+114,Male,37,Lawyer,7.4,8,60,5,Normal,130/85,68,8000,No Disorder
+116,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+117,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+119,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+120,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+121,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+122,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+125,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+126,Female,37,Nurse,7.5,8,60,4,Normal Weight,120/80,70,8000,No Disorder
+127,Male,38,Lawyer,7.3,8,60,5,Normal,130/85,68,8000,No Disorder
+128,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,No Disorder
+131,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,No Disorder
+133,Male,38,Lawyer,7.3,8,60,5,Normal,130/85,68,8000,No Disorder
+134,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,No Disorder
+135,Male,38,Lawyer,7.3,8,60,5,Normal,130/85,68,8000,No Disorder
+136,Male,38,Lawyer,7.3,8,60,5,Normal,130/85,68,8000,No Disorder
+137,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,No Disorder
+138,Male,38,Lawyer,7.1,8,60,5,Normal,130/85,68,8000,No Disorder
+139,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,No Disorder
+140,Male,38,Lawyer,7.1,8,60,5,Normal,130/85,68,8000,No Disorder
+141,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,No Disorder
+142,Male,38,Lawyer,7.1,8,60,5,Normal,130/85,68,8000,No Disorder
+143,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,No Disorder
+144,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,No Disorder
 146,Female,38,Lawyer,7.4,7,60,5,Obese,135/88,84,3300,Sleep Apnea
 147,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,Insomnia
 148,Male,39,Engineer,6.5,5,40,7,Overweight,132/87,80,4000,Insomnia
-149,Female,39,Lawyer,6.9,7,50,6,Normal Weight,128/85,75,5500,
-150,Female,39,Accountant,8.0,9,80,3,Normal Weight,115/78,67,7500,
-151,Female,39,Accountant,8.0,9,80,3,Normal Weight,115/78,67,7500,
-152,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,
-153,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,
-154,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,
-155,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,
-156,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,
-157,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,
-158,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,
-159,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,
-160,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,
-161,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,
-162,Female,40,Accountant,7.2,8,55,6,Normal Weight,119/77,73,7300,
-163,Female,40,Accountant,7.2,8,55,6,Normal Weight,119/77,73,7300,
-164,Male,40,Lawyer,7.9,8,90,5,Normal,130/85,68,8000,
+149,Female,39,Lawyer,6.9,7,50,6,Normal Weight,128/85,75,5500,No Disorder
+150,Female,39,Accountant,8.0,9,80,3,Normal Weight,115/78,67,7500,No Disorder
+151,Female,39,Accountant,8.0,9,80,3,Normal Weight,115/78,67,7500,No Disorder
+152,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,No Disorder
+153,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,No Disorder
+154,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,No Disorder
+155,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,No Disorder
+156,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,No Disorder
+157,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,No Disorder
+158,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,No Disorder
+159,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,No Disorder
+160,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,No Disorder
+161,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,No Disorder
+162,Female,40,Accountant,7.2,8,55,6,Normal Weight,119/77,73,7300,No Disorder
+163,Female,40,Accountant,7.2,8,55,6,Normal Weight,119/77,73,7300,No Disorder
+164,Male,40,Lawyer,7.9,8,90,5,Normal,130/85,68,8000,No Disorder
 166,Male,41,Lawyer,7.6,8,90,5,Normal,130/85,70,8000,Insomnia
-167,Male,41,Engineer,7.3,8,70,6,Normal Weight,121/79,72,6200,
-169,Male,41,Lawyer,7.1,7,55,6,Overweight,125/82,72,6000,
-170,Male,41,Lawyer,7.7,8,90,5,Normal,130/85,70,8000,
-171,Male,41,Lawyer,7.7,8,90,5,Normal,130/85,70,8000,
-172,Male,41,Lawyer,7.7,8,90,5,Normal,130/85,70,8000,
-175,Male,41,Lawyer,7.6,8,90,5,Normal,130/85,70,8000,
-176,Male,41,Lawyer,7.6,8,90,5,Normal,130/85,70,8000,
+167,Male,41,Engineer,7.3,8,70,6,Normal Weight,121/79,72,6200,No Disorder
+169,Male,41,Lawyer,7.1,7,55,6,Overweight,125/82,72,6000,No Disorder
+170,Male,41,Lawyer,7.7,8,90,5,Normal,130/85,70,8000,No Disorder
+171,Male,41,Lawyer,7.7,8,90,5,Normal,130/85,70,8000,No Disorder
+172,Male,41,Lawyer,7.7,8,90,5,Normal,130/85,70,8000,No Disorder
+175,Male,41,Lawyer,7.6,8,90,5,Normal,130/85,70,8000,No Disorder
+176,Male,41,Lawyer,7.6,8,90,5,Normal,130/85,70,8000,No Disorder
 178,Male,42,Salesperson,6.5,6,45,7,Overweight,130/85,72,6000,Insomnia
-180,Male,42,Lawyer,7.8,8,90,5,Normal,130/85,70,8000,
-182,Male,42,Lawyer,7.8,8,90,5,Normal,130/85,70,8000,
-183,Male,42,Lawyer,7.8,8,90,5,Normal,130/85,70,8000,
-184,Male,42,Lawyer,7.8,8,90,5,Normal,130/85,70,8000,
+180,Male,42,Lawyer,7.8,8,90,5,Normal,130/85,70,8000,No Disorder
+182,Male,42,Lawyer,7.8,8,90,5,Normal,130/85,70,8000,No Disorder
+183,Male,42,Lawyer,7.8,8,90,5,Normal,130/85,70,8000,No Disorder
+184,Male,42,Lawyer,7.8,8,90,5,Normal,130/85,70,8000,No Disorder
 186,Female,42,Teacher,6.8,6,45,7,Overweight,130/85,78,5000,Sleep Apnea
 187,Female,43,Teacher,6.7,7,45,4,Overweight,135/90,65,6000,Insomnia
 189,Female,43,Teacher,6.7,7,45,4,Overweight,135/90,65,6000,Insomnia
@@ -161,18 +161,18 @@ Person ID,Gender,Age,Occupation,Sleep Duration,Quality of Sleep,Physical Activit
 200,Male,43,Salesperson,6.5,6,45,7,Overweight,130/85,72,6000,Insomnia
 201,Male,43,Salesperson,6.5,6,45,7,Overweight,130/85,72,6000,Insomnia
 202,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,Insomnia
-205,Male,43,Engineer,7.6,8,75,4,Overweight,122/80,68,6800,
-207,Male,43,Engineer,7.7,8,90,5,Normal,130/85,70,8000,
-208,Male,43,Engineer,7.7,8,90,5,Normal,130/85,70,8000,
-209,Male,43,Engineer,7.7,8,90,5,Normal,130/85,70,8000,
-210,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,
-211,Male,43,Engineer,7.7,8,90,5,Normal,130/85,70,8000,
-212,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,
-214,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,
-215,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,
-216,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,
-217,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,
-218,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,
+205,Male,43,Engineer,7.6,8,75,4,Overweight,122/80,68,6800,No Disorder
+207,Male,43,Engineer,7.7,8,90,5,Normal,130/85,70,8000,No Disorder
+208,Male,43,Engineer,7.7,8,90,5,Normal,130/85,70,8000,No Disorder
+209,Male,43,Engineer,7.7,8,90,5,Normal,130/85,70,8000,No Disorder
+210,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,No Disorder
+211,Male,43,Engineer,7.7,8,90,5,Normal,130/85,70,8000,No Disorder
+212,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,No Disorder
+214,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,No Disorder
+215,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,No Disorder
+216,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,No Disorder
+217,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,No Disorder
+218,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,No Disorder
 219,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,Sleep Apnea
 220,Male,43,Salesperson,6.5,6,45,7,Overweight,130/85,72,6000,Sleep Apnea
 222,Male,44,Salesperson,6.4,6,45,7,Overweight,130/85,72,6000,Insomnia
@@ -198,8 +198,8 @@ Person ID,Gender,Age,Occupation,Sleep Duration,Quality of Sleep,Physical Activit
 246,Female,44,Teacher,6.5,7,45,4,Overweight,135/90,65,6000,Insomnia
 247,Male,44,Salesperson,6.3,6,45,7,Overweight,130/85,72,6000,Insomnia
 248,Male,44,Engineer,6.8,7,45,7,Overweight,130/85,78,5000,Insomnia
-249,Male,44,Salesperson,6.4,6,45,7,Overweight,130/85,72,6000,
-250,Male,44,Salesperson,6.5,6,45,7,Overweight,130/85,72,6000,
+249,Male,44,Salesperson,6.4,6,45,7,Overweight,130/85,72,6000,No Disorder
+250,Male,44,Salesperson,6.5,6,45,7,Overweight,130/85,72,6000,No Disorder
 251,Female,45,Teacher,6.8,7,30,6,Overweight,135/90,65,6000,Insomnia
 252,Female,45,Teacher,6.8,7,30,6,Overweight,135/90,65,6000,Insomnia
 253,Female,45,Teacher,6.5,7,45,4,Overweight,135/90,65,6000,Insomnia
@@ -209,12 +209,12 @@ Person ID,Gender,Age,Occupation,Sleep Duration,Quality of Sleep,Physical Activit
 258,Female,45,Teacher,6.6,7,45,4,Overweight,135/90,65,6000,Insomnia
 260,Female,45,Teacher,6.6,7,45,4,Overweight,135/90,65,6000,Insomnia
 261,Female,45,Teacher,6.6,7,45,4,Overweight,135/90,65,6000,Insomnia
-262,Female,45,Teacher,6.6,7,45,4,Overweight,135/90,65,6000,
-263,Female,45,Teacher,6.6,7,45,4,Overweight,135/90,65,6000,
-264,Female,45,Manager,6.9,7,55,5,Overweight,125/82,75,5500,
+262,Female,45,Teacher,6.6,7,45,4,Overweight,135/90,65,6000,No Disorder
+263,Female,45,Teacher,6.6,7,45,4,Overweight,135/90,65,6000,No Disorder
+264,Female,45,Manager,6.9,7,55,5,Overweight,125/82,75,5500,No Disorder
 265,Male,48,Doctor,7.3,7,65,5,Obese,142/92,83,3500,Insomnia
 266,Female,48,Nurse,5.9,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
-268,Female,49,Nurse,6.2,6,90,8,Overweight,140/95,75,10000,
+268,Female,49,Nurse,6.2,6,90,8,Overweight,140/95,75,10000,No Disorder
 269,Female,49,Nurse,6.0,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
 270,Female,49,Nurse,6.1,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
 271,Female,49,Nurse,6.1,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
@@ -225,7 +225,7 @@ Person ID,Gender,Age,Occupation,Sleep Duration,Quality of Sleep,Physical Activit
 277,Male,49,Doctor,8.1,9,85,3,Obese,139/91,86,3700,Sleep Apnea
 278,Male,49,Doctor,8.1,9,85,3,Obese,139/91,86,3700,Sleep Apnea
 279,Female,50,Nurse,6.1,6,90,8,Overweight,140/95,75,10000,Insomnia
-280,Female,50,Engineer,8.3,9,30,3,Normal,125/80,65,5000,
+280,Female,50,Engineer,8.3,9,30,3,Normal,125/80,65,5000,No Disorder
 282,Female,50,Nurse,6.1,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
 283,Female,50,Nurse,6.0,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
 284,Female,50,Nurse,6.0,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
@@ -242,11 +242,11 @@ Person ID,Gender,Age,Occupation,Sleep Duration,Quality of Sleep,Physical Activit
 296,Female,50,Nurse,6.0,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
 297,Female,50,Nurse,6.1,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
 298,Female,50,Nurse,6.1,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
-299,Female,51,Engineer,8.5,9,30,3,Normal,125/80,65,5000,
-300,Female,51,Engineer,8.5,9,30,3,Normal,125/80,65,5000,
-301,Female,51,Engineer,8.5,9,30,3,Normal,125/80,65,5000,
-302,Female,51,Engineer,8.5,9,30,3,Normal,125/80,65,5000,
-303,Female,51,Nurse,7.1,7,55,6,Normal Weight,125/82,72,6000,
+299,Female,51,Engineer,8.5,9,30,3,Normal,125/80,65,5000,No Disorder
+300,Female,51,Engineer,8.5,9,30,3,Normal,125/80,65,5000,No Disorder
+301,Female,51,Engineer,8.5,9,30,3,Normal,125/80,65,5000,No Disorder
+302,Female,51,Engineer,8.5,9,30,3,Normal,125/80,65,5000,No Disorder
+303,Female,51,Nurse,7.1,7,55,6,Normal Weight,125/82,72,6000,No Disorder
 304,Female,51,Nurse,6.0,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
 305,Female,51,Nurse,6.1,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
 307,Female,52,Accountant,6.5,7,45,7,Overweight,130/85,72,6000,Insomnia
@@ -255,30 +255,30 @@ Person ID,Gender,Age,Occupation,Sleep Duration,Quality of Sleep,Physical Activit
 310,Female,52,Accountant,6.6,7,45,7,Overweight,130/85,72,6000,Insomnia
 311,Female,52,Accountant,6.6,7,45,7,Overweight,130/85,72,6000,Insomnia
 312,Female,52,Accountant,6.6,7,45,7,Overweight,130/85,72,6000,Insomnia
-314,Female,52,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
-315,Female,52,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
-317,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,
-319,Female,53,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
-320,Female,53,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
-321,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,
-322,Female,53,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
-323,Female,53,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
-324,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,
-327,Female,53,Engineer,8.3,9,30,3,Normal,125/80,65,5000,
-328,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,
-329,Female,53,Engineer,8.3,9,30,3,Normal,125/80,65,5000,
-330,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,
-331,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,
-333,Female,54,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
-335,Female,54,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
-336,Female,54,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
-337,Female,54,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
-339,Female,54,Engineer,8.5,9,30,3,Normal,125/80,65,5000,
+314,Female,52,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
+315,Female,52,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
+317,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,No Disorder
+319,Female,53,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
+320,Female,53,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
+321,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,No Disorder
+322,Female,53,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
+323,Female,53,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
+324,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,No Disorder
+327,Female,53,Engineer,8.3,9,30,3,Normal,125/80,65,5000,No Disorder
+328,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,No Disorder
+329,Female,53,Engineer,8.3,9,30,3,Normal,125/80,65,5000,No Disorder
+330,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,No Disorder
+331,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,No Disorder
+333,Female,54,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
+335,Female,54,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
+336,Female,54,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
+337,Female,54,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
+339,Female,54,Engineer,8.5,9,30,3,Normal,125/80,65,5000,No Disorder
 340,Female,55,Nurse,8.1,9,75,4,Overweight,140/95,72,5000,Sleep Apnea
 341,Female,55,Nurse,8.1,9,75,4,Overweight,140/95,72,5000,Sleep Apnea
-342,Female,56,Doctor,8.2,9,90,3,Normal Weight,118/75,65,10000,
-343,Female,56,Doctor,8.2,9,90,3,Normal Weight,118/75,65,10000,
-344,Female,57,Nurse,8.1,9,75,3,Overweight,140/95,68,7000,
+342,Female,56,Doctor,8.2,9,90,3,Normal Weight,118/75,65,10000,No Disorder
+343,Female,56,Doctor,8.2,9,90,3,Normal Weight,118/75,65,10000,No Disorder
+344,Female,57,Nurse,8.1,9,75,3,Overweight,140/95,68,7000,No Disorder
 345,Female,57,Nurse,8.2,9,75,3,Overweight,140/95,68,7000,Sleep Apnea
 347,Female,57,Nurse,8.2,9,75,3,Overweight,140/95,68,7000,Sleep Apnea
 348,Female,57,Nurse,8.2,9,75,3,Overweight,140/95,68,7000,Sleep Apnea
@@ -287,7 +287,7 @@ Person ID,Gender,Age,Occupation,Sleep Duration,Quality of Sleep,Physical Activit
 352,Female,57,Nurse,8.1,9,75,3,Overweight,140/95,68,7000,Sleep Apnea
 353,Female,58,Nurse,8.0,9,75,3,Overweight,140/95,68,7000,Sleep Apnea
 357,Female,58,Nurse,8.0,9,75,3,Overweight,140/95,68,7000,Sleep Apnea
-359,Female,59,Nurse,8.0,9,75,3,Overweight,140/95,68,7000,
+359,Female,59,Nurse,8.0,9,75,3,Overweight,140/95,68,7000,No Disorder
 361,Female,59,Nurse,8.2,9,75,3,Overweight,140/95,68,7000,Sleep Apnea
 362,Female,59,Nurse,8.2,9,75,3,Overweight,140/95,68,7000,Sleep Apnea
 364,Female,59,Nurse,8.2,9,75,3,Overweight,140/95,68,7000,Sleep Apnea
diff --git a/ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_001/info.json b/ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_001/info.json
index ac7f1ad59f059be3648f2769a10128e59277c544..c68a30219902530a9154e48d4957e5bb70f65c0f 100644
--- a/ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_001/info.json
+++ b/ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_001/info.json
@@ -1,121 +1,122 @@
-{
-    "name": "Sleep Health and Lifestyle Dataset",
-    "source": "https://www.kaggle.com/datasets/uom190346a/sleep-health-and-lifestyle-dataset/data",
-    "data_intro": "The Sleep Health and Lifestyle Dataset comprises 400 rows and 13 columns, covering a wide range of variables related to sleep and daily habits. It includes details such as gender, age, occupation, sleep duration, quality of sleep, physical activity level, stress levels, BMI category, blood pressure, heart rate, daily steps, and the presence or absence of sleep disorders.",
-    "is_splited": false,
-    "overall_size": 374,
-    "train_size": 0,
-    "test_size": 0,
-    "c_classes": 5,
-    "n_classes": 8,
-    "cat_feature_intro": {
-        "Gender": "Gender: The gender of the person (Male/Female).<br>",
-        "Occupation": "Occupation: The occupation or profession of the person.<br>",
-        "BMI Category": "BMI Category: The BMI category of the person (e.g., Underweight, Normal, Overweight).<br>",
-        "Blood Pressure": "Blood Pressure (systolic/diastolic): The blood pressure measurement of the person, indicated as systolic pressure over diastolic pressure.<br>",
-        "Sleep Disorder": "- None: The individual does not exhibit any specific sleep disorder."
-    },
-    "num_feature_intro": {
-        "Person ID": "Person ID: An identifier for each individual.<br>",
-        "Age": "Physical Activity Level (minutes/day): The number of minutes the person engages in physical activity daily.<br>",
-        "Sleep Duration": "Sleep Duration (hours): The number of hours the person sleeps per day.<br>",
-        "Quality of Sleep": "Quality of Sleep (scale: 1-10): A subjective rating of the quality of sleep, ranging from 1 to 10.<br>",
-        "Physical Activity Level": "Physical Activity Level (minutes/day): The number of minutes the person engages in physical activity daily.<br>",
-        "Stress Level": "Stress Level (scale: 1-10): A subjective rating of the stress level experienced by the person, ranging from 1 to 10.<br>",
-        "Heart Rate": "Heart Rate (bpm): The resting heart rate of the person in beats per minute.<br>",
-        "Daily Steps": "Daily Steps: The number of steps the person takes per day.<br>"
-    },
-    "evaluation_metric": null,
-    "task_type": "classification",
-    "target": "Sleep Disorder",
-    "num_feature_value": {
-        "Age": [
-            27.0,
-            59.0
-        ],
-        "Daily Steps": [
-            3000.0,
-            10000.0
-        ],
-        "Heart Rate": [
-            65.0,
-            86.0
-        ],
-        "Person ID": [
-            1.0,
-            374.0
-        ],
-        "Physical Activity Level": [
-            30.0,
-            90.0
-        ],
-        "Quality of Sleep": [
-            4.0,
-            9.0
-        ],
-        "Sleep Duration": [
-            5.8,
-            8.5
-        ],
-        "Stress Level": [
-            3.0,
-            8.0
-        ]
-    },
-    "cat_feature_value": {
-        "BMI Category": [
-            "Normal",
-            "Normal Weight",
-            "Obese",
-            "Overweight"
-        ],
-        "Blood Pressure": [
-            "115/75",
-            "115/78",
-            "117/76",
-            "118/75",
-            "118/76",
-            "119/77",
-            "120/80",
-            "121/79",
-            "122/80",
-            "125/80",
-            "125/82",
-            "126/83",
-            "128/84",
-            "128/85",
-            "129/84",
-            "130/85",
-            "130/86",
-            "131/86",
-            "132/87",
-            "135/88",
-            "135/90",
-            "139/91",
-            "140/90",
-            "140/95",
-            "142/92"
-        ],
-        "Gender": [
-            "Female",
-            "Male"
-        ],
-        "Occupation": [
-            "Accountant",
-            "Doctor",
-            "Engineer",
-            "Lawyer",
-            "Manager",
-            "Nurse",
-            "Sales Representative",
-            "Salesperson",
-            "Scientist",
-            "Software Engineer",
-            "Teacher"
-        ],
-        "Sleep Disorder": [
-            "Insomnia",
-            "Sleep Apnea"
-        ]
-    }
-}
\ No newline at end of file
+{
+  "name": "Sleep Health and Lifestyle Dataset",
+  "source": "https://www.kaggle.com/datasets/uom190346a/sleep-health-and-lifestyle-dataset/data",
+  "data_intro": "The Sleep Health and Lifestyle Dataset comprises 400 rows and 13 columns, covering a wide range of variables related to sleep and daily habits. It includes details such as gender, age, occupation, sleep duration, quality of sleep, physical activity level, stress levels, BMI category, blood pressure, heart rate, daily steps, and the presence or absence of sleep disorders.",
+  "is_splited": false,
+  "overall_size": 374,
+  "train_size": 0,
+  "test_size": 0,
+  "c_classes": 5,
+  "n_classes": 8,
+  "cat_feature_intro": {
+    "Gender": "Gender: The gender of the person (Male/Female).<br>",
+    "Occupation": "Occupation: The occupation or profession of the person.<br>",
+    "BMI Category": "BMI Category: The BMI category of the person (e.g., Underweight, Normal, Overweight).<br>",
+    "Blood Pressure": "Blood Pressure (systolic/diastolic): The blood pressure measurement of the person, indicated as systolic pressure over diastolic pressure.<br>",
+    "Sleep Disorder": "Sleep disorder category: No Disorder, Insomnia, or Sleep Apnea."
+  },
+  "num_feature_intro": {
+    "Person ID": "Person ID: An identifier for each individual.<br>",
+    "Age": "Physical Activity Level (minutes/day): The number of minutes the person engages in physical activity daily.<br>",
+    "Sleep Duration": "Sleep Duration (hours): The number of hours the person sleeps per day.<br>",
+    "Quality of Sleep": "Quality of Sleep (scale: 1-10): A subjective rating of the quality of sleep, ranging from 1 to 10.<br>",
+    "Physical Activity Level": "Physical Activity Level (minutes/day): The number of minutes the person engages in physical activity daily.<br>",
+    "Stress Level": "Stress Level (scale: 1-10): A subjective rating of the stress level experienced by the person, ranging from 1 to 10.<br>",
+    "Heart Rate": "Heart Rate (bpm): The resting heart rate of the person in beats per minute.<br>",
+    "Daily Steps": "Daily Steps: The number of steps the person takes per day.<br>"
+  },
+  "evaluation_metric": null,
+  "task_type": "classification",
+  "target": "Sleep Disorder",
+  "num_feature_value": {
+    "Age": [
+      27.0,
+      59.0
+    ],
+    "Daily Steps": [
+      3000.0,
+      10000.0
+    ],
+    "Heart Rate": [
+      65.0,
+      86.0
+    ],
+    "Person ID": [
+      1.0,
+      374.0
+    ],
+    "Physical Activity Level": [
+      30.0,
+      90.0
+    ],
+    "Quality of Sleep": [
+      4.0,
+      9.0
+    ],
+    "Sleep Duration": [
+      5.8,
+      8.5
+    ],
+    "Stress Level": [
+      3.0,
+      8.0
+    ]
+  },
+  "cat_feature_value": {
+    "BMI Category": [
+      "Normal",
+      "Normal Weight",
+      "Obese",
+      "Overweight"
+    ],
+    "Blood Pressure": [
+      "115/75",
+      "115/78",
+      "117/76",
+      "118/75",
+      "118/76",
+      "119/77",
+      "120/80",
+      "121/79",
+      "122/80",
+      "125/80",
+      "125/82",
+      "126/83",
+      "128/84",
+      "128/85",
+      "129/84",
+      "130/85",
+      "130/86",
+      "131/86",
+      "132/87",
+      "135/88",
+      "135/90",
+      "139/91",
+      "140/90",
+      "140/95",
+      "142/92"
+    ],
+    "Gender": [
+      "Female",
+      "Male"
+    ],
+    "Occupation": [
+      "Accountant",
+      "Doctor",
+      "Engineer",
+      "Lawyer",
+      "Manager",
+      "Nurse",
+      "Sales Representative",
+      "Salesperson",
+      "Scientist",
+      "Software Engineer",
+      "Teacher"
+    ],
+    "Sleep Disorder": [
+      "Insomnia",
+      "No Disorder",
+      "Sleep Apnea"
+    ]
+  }
+}
diff --git a/ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_002/Sleep_Health_and_Lifestyle_Dataset_B4_002_current.json b/ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_002/Sleep_Health_and_Lifestyle_Dataset_B4_002_current.json
index e225b76a80c29d9c431fec4765fafe827d038ed5..72eb9aa70d17ef38e8bc46935dec8718d6bc9740 100644
--- a/ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_002/Sleep_Health_and_Lifestyle_Dataset_B4_002_current.json
+++ b/ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_002/Sleep_Health_and_Lifestyle_Dataset_B4_002_current.json
@@ -1,1375 +1,1375 @@
 {
-    "id": "002",
-    "task_type": "B4",
-    "subtask_type": "list",
-    "perspective": "data_holder",
-    "dataset_name": "Sleep Health and Lifestyle Dataset",
-    "table_path": "output/Sleep Health and Lifestyle Dataset_B4/Sleep Health and Lifestyle Dataset_B4_002/test.csv",
-    "query": "Our clinic’s archive of past sleep assessments is available for your review. Please go through the incoming intake records and list every person whose profile suggests they may have sleep apnea, similar to the cases in our history.",
-    "meta_info": {
-        "domain": "medical"
+  "id": "002",
+  "task_type": "B4",
+  "subtask_type": "list",
+  "perspective": "data_holder",
+  "dataset_name": "Sleep Health and Lifestyle Dataset",
+  "table_path": "output/Sleep Health and Lifestyle Dataset_B4/Sleep Health and Lifestyle Dataset_B4_002/test.csv",
+  "query": "Our clinic’s archive of past sleep assessments is available for your review. Please go through the incoming intake records and list every person whose profile suggests they may have sleep apnea, similar to the cases in our history.",
+  "meta_info": {
+    "domain": "medical"
+  },
+  "final_decision": {},
+  "what_if": {},
+  "ground_truth": {
+    "extracted_features": [
+      {
+        "scenario_id": "001",
+        "features": {
+          "Person ID": 256,
+          "Gender": "Female",
+          "Age": 45,
+          "Occupation": "Teacher",
+          "Sleep Duration": 6.5,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 45,
+          "Stress Level": 4,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "135/90",
+          "Heart Rate": 65,
+          "Daily Steps": 6000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "002",
+        "features": {
+          "Person ID": 98,
+          "Gender": "Female",
+          "Age": 36,
+          "Occupation": "Accountant",
+          "Sleep Duration": 7.1,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 60,
+          "Stress Level": 4,
+          "BMI Category": "Normal",
+          "Blood Pressure": "115/75",
+          "Heart Rate": 68,
+          "Daily Steps": 7000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "003",
+        "features": {
+          "Person ID": 49,
+          "Gender": "Male",
+          "Age": 31,
+          "Occupation": "Doctor",
+          "Sleep Duration": 7.7,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 75,
+          "Stress Level": 6,
+          "BMI Category": "Normal",
+          "Blood Pressure": "120/80",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "004",
+        "features": {
+          "Person ID": 217,
+          "Gender": "Male",
+          "Age": 43,
+          "Occupation": "Engineer",
+          "Sleep Duration": 7.8,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 90,
+          "Stress Level": 5,
+          "BMI Category": "Normal",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "005",
+        "features": {
+          "Person ID": 325,
+          "Gender": "Female",
+          "Age": 53,
+          "Occupation": "Engineer",
+          "Sleep Duration": 8.3,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 30,
+          "Stress Level": 3,
+          "BMI Category": "Normal",
+          "Blood Pressure": "125/80",
+          "Heart Rate": 65,
+          "Daily Steps": 5000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "006",
+        "features": {
+          "Person ID": 16,
+          "Gender": "Male",
+          "Age": 29,
+          "Occupation": "Doctor",
+          "Sleep Duration": 6.0,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 30,
+          "Stress Level": 8,
+          "BMI Category": "Normal",
+          "Blood Pressure": "120/80",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "007",
+        "features": {
+          "Person ID": 313,
+          "Gender": "Female",
+          "Age": 52,
+          "Occupation": "Engineer",
+          "Sleep Duration": 8.4,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 30,
+          "Stress Level": 3,
+          "BMI Category": "Normal",
+          "Blood Pressure": "125/80",
+          "Heart Rate": 65,
+          "Daily Steps": 5000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "008",
+        "features": {
+          "Person ID": 308,
+          "Gender": "Female",
+          "Age": 52,
+          "Occupation": "Accountant",
+          "Sleep Duration": 6.5,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 45,
+          "Stress Level": 7,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 72,
+          "Daily Steps": 6000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "009",
+        "features": {
+          "Person ID": 60,
+          "Gender": "Male",
+          "Age": 32,
+          "Occupation": "Doctor",
+          "Sleep Duration": 7.7,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 75,
+          "Stress Level": 6,
+          "BMI Category": "Normal",
+          "Blood Pressure": "120/80",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "010",
+        "features": {
+          "Person ID": 143,
+          "Gender": "Female",
+          "Age": 38,
+          "Occupation": "Accountant",
+          "Sleep Duration": 7.1,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 60,
+          "Stress Level": 4,
+          "BMI Category": "Normal",
+          "Blood Pressure": "115/75",
+          "Heart Rate": 68,
+          "Daily Steps": 7000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "011",
+        "features": {
+          "Person ID": 182,
+          "Gender": "Male",
+          "Age": 42,
+          "Occupation": "Lawyer",
+          "Sleep Duration": 7.8,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 90,
+          "Stress Level": 5,
+          "BMI Category": "Normal",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "012",
+        "features": {
+          "Person ID": 92,
+          "Gender": "Male",
+          "Age": 35,
+          "Occupation": "Engineer",
+          "Sleep Duration": 7.3,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 60,
+          "Stress Level": 4,
+          "BMI Category": "Normal",
+          "Blood Pressure": "125/80",
+          "Heart Rate": 65,
+          "Daily Steps": 5000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "013",
+        "features": {
+          "Person ID": 369,
+          "Gender": "Female",
+          "Age": 59,
+          "Occupation": "Nurse",
+          "Sleep Duration": 8.1,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 75,
+          "Stress Level": 3,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "140/95",
+          "Heart Rate": 68,
+          "Daily Steps": 7000,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "014",
+        "features": {
+          "Person ID": 347,
+          "Gender": "Female",
+          "Age": 57,
+          "Occupation": "Nurse",
+          "Sleep Duration": 8.2,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 75,
+          "Stress Level": 3,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "140/95",
+          "Heart Rate": 68,
+          "Daily Steps": 7000,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "015",
+        "features": {
+          "Person ID": 9,
+          "Gender": "Male",
+          "Age": 29,
+          "Occupation": "Doctor",
+          "Sleep Duration": 7.8,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 75,
+          "Stress Level": 6,
+          "BMI Category": "Normal",
+          "Blood Pressure": "120/80",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "016",
+        "features": {
+          "Person ID": 63,
+          "Gender": "Male",
+          "Age": 32,
+          "Occupation": "Doctor",
+          "Sleep Duration": 6.2,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 30,
+          "Stress Level": 8,
+          "BMI Category": "Normal",
+          "Blood Pressure": "125/80",
+          "Heart Rate": 72,
+          "Daily Steps": 5000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "017",
+        "features": {
+          "Person ID": 41,
+          "Gender": "Male",
+          "Age": 31,
+          "Occupation": "Doctor",
+          "Sleep Duration": 7.7,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 75,
+          "Stress Level": 6,
+          "BMI Category": "Normal",
+          "Blood Pressure": "120/80",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "018",
+        "features": {
+          "Person ID": 315,
+          "Gender": "Female",
+          "Age": 52,
+          "Occupation": "Engineer",
+          "Sleep Duration": 8.4,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 30,
+          "Stress Level": 3,
+          "BMI Category": "Normal",
+          "Blood Pressure": "125/80",
+          "Heart Rate": 65,
+          "Daily Steps": 5000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "019",
+        "features": {
+          "Person ID": 150,
+          "Gender": "Female",
+          "Age": 39,
+          "Occupation": "Accountant",
+          "Sleep Duration": 8.0,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 80,
+          "Stress Level": 3,
+          "BMI Category": "Normal Weight",
+          "Blood Pressure": "115/78",
+          "Heart Rate": 67,
+          "Daily Steps": 7500,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "020",
+        "features": {
+          "Person ID": 246,
+          "Gender": "Female",
+          "Age": 44,
+          "Occupation": "Teacher",
+          "Sleep Duration": 6.5,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 45,
+          "Stress Level": 4,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "135/90",
+          "Heart Rate": 65,
+          "Daily Steps": 6000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "021",
+        "features": {
+          "Person ID": 35,
+          "Gender": "Male",
+          "Age": 31,
+          "Occupation": "Doctor",
+          "Sleep Duration": 7.7,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 75,
+          "Stress Level": 6,
+          "BMI Category": "Normal",
+          "Blood Pressure": "120/80",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "022",
+        "features": {
+          "Person ID": 37,
+          "Gender": "Male",
+          "Age": 31,
+          "Occupation": "Doctor",
+          "Sleep Duration": 6.1,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 30,
+          "Stress Level": 8,
+          "BMI Category": "Normal",
+          "Blood Pressure": "125/80",
+          "Heart Rate": 72,
+          "Daily Steps": 5000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "023",
+        "features": {
+          "Person ID": 221,
+          "Gender": "Female",
+          "Age": 44,
+          "Occupation": "Teacher",
+          "Sleep Duration": 6.6,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 45,
+          "Stress Level": 4,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "135/90",
+          "Heart Rate": 65,
+          "Daily Steps": 6000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "024",
+        "features": {
+          "Person ID": 213,
+          "Gender": "Male",
+          "Age": 43,
+          "Occupation": "Engineer",
+          "Sleep Duration": 7.8,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 90,
+          "Stress Level": 5,
+          "BMI Category": "Normal",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "025",
+        "features": {
+          "Person ID": 348,
+          "Gender": "Female",
+          "Age": 57,
+          "Occupation": "Nurse",
+          "Sleep Duration": 8.2,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 75,
+          "Stress Level": 3,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "140/95",
+          "Heart Rate": 68,
+          "Daily Steps": 7000,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "026",
+        "features": {
+          "Person ID": 56,
+          "Gender": "Male",
+          "Age": 32,
+          "Occupation": "Doctor",
+          "Sleep Duration": 6.0,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 30,
+          "Stress Level": 8,
+          "BMI Category": "Normal",
+          "Blood Pressure": "125/80",
+          "Heart Rate": 72,
+          "Daily Steps": 5000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "027",
+        "features": {
+          "Person ID": 15,
+          "Gender": "Male",
+          "Age": 29,
+          "Occupation": "Doctor",
+          "Sleep Duration": 6.0,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 30,
+          "Stress Level": 8,
+          "BMI Category": "Normal",
+          "Blood Pressure": "120/80",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "028",
+        "features": {
+          "Person ID": 279,
+          "Gender": "Female",
+          "Age": 50,
+          "Occupation": "Nurse",
+          "Sleep Duration": 6.1,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 90,
+          "Stress Level": 8,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "140/95",
+          "Heart Rate": 75,
+          "Daily Steps": 10000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "029",
+        "features": {
+          "Person ID": 177,
+          "Gender": "Male",
+          "Age": 41,
+          "Occupation": "Lawyer",
+          "Sleep Duration": 7.6,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 90,
+          "Stress Level": 5,
+          "BMI Category": "Normal",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "030",
+        "features": {
+          "Person ID": 331,
+          "Gender": "Female",
+          "Age": 53,
+          "Occupation": "Engineer",
+          "Sleep Duration": 8.5,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 30,
+          "Stress Level": 3,
+          "BMI Category": "Normal",
+          "Blood Pressure": "125/80",
+          "Heart Rate": 65,
+          "Daily Steps": 5000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "031",
+        "features": {
+          "Person ID": 337,
+          "Gender": "Female",
+          "Age": 54,
+          "Occupation": "Engineer",
+          "Sleep Duration": 8.4,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 30,
+          "Stress Level": 3,
+          "BMI Category": "Normal",
+          "Blood Pressure": "125/80",
+          "Heart Rate": 65,
+          "Daily Steps": 5000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "032",
+        "features": {
+          "Person ID": 192,
+          "Gender": "Male",
+          "Age": 43,
+          "Occupation": "Salesperson",
+          "Sleep Duration": 6.4,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 45,
+          "Stress Level": 7,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 72,
+          "Daily Steps": 6000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "033",
+        "features": {
+          "Person ID": 195,
+          "Gender": "Male",
+          "Age": 43,
+          "Occupation": "Salesperson",
+          "Sleep Duration": 6.5,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 45,
+          "Stress Level": 7,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 72,
+          "Daily Steps": 6000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "034",
+        "features": {
+          "Person ID": 59,
+          "Gender": "Male",
+          "Age": 32,
+          "Occupation": "Doctor",
+          "Sleep Duration": 6.0,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 30,
+          "Stress Level": 8,
+          "BMI Category": "Normal",
+          "Blood Pressure": "125/80",
+          "Heart Rate": 72,
+          "Daily Steps": 5000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "035",
+        "features": {
+          "Person ID": 179,
+          "Gender": "Male",
+          "Age": 42,
+          "Occupation": "Lawyer",
+          "Sleep Duration": 7.8,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 90,
+          "Stress Level": 5,
+          "BMI Category": "Normal",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "036",
+        "features": {
+          "Person ID": 8,
+          "Gender": "Male",
+          "Age": 29,
+          "Occupation": "Doctor",
+          "Sleep Duration": 7.8,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 75,
+          "Stress Level": 6,
+          "BMI Category": "Normal",
+          "Blood Pressure": "120/80",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "037",
+        "features": {
+          "Person ID": 303,
+          "Gender": "Female",
+          "Age": 51,
+          "Occupation": "Nurse",
+          "Sleep Duration": 7.1,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 55,
+          "Stress Level": 6,
+          "BMI Category": "Normal Weight",
+          "Blood Pressure": "125/82",
+          "Heart Rate": 72,
+          "Daily Steps": 6000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "038",
+        "features": {
+          "Person ID": 97,
+          "Gender": "Female",
+          "Age": 36,
+          "Occupation": "Accountant",
+          "Sleep Duration": 7.2,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 60,
+          "Stress Level": 4,
+          "BMI Category": "Normal",
+          "Blood Pressure": "115/75",
+          "Heart Rate": 68,
+          "Daily Steps": 7000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "039",
+        "features": {
+          "Person ID": 342,
+          "Gender": "Female",
+          "Age": 56,
+          "Occupation": "Doctor",
+          "Sleep Duration": 8.2,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 90,
+          "Stress Level": 3,
+          "BMI Category": "Normal Weight",
+          "Blood Pressure": "118/75",
+          "Heart Rate": 65,
+          "Daily Steps": 10000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "040",
+        "features": {
+          "Person ID": 124,
+          "Gender": "Female",
+          "Age": 37,
+          "Occupation": "Accountant",
+          "Sleep Duration": 7.2,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 60,
+          "Stress Level": 4,
+          "BMI Category": "Normal",
+          "Blood Pressure": "115/75",
+          "Heart Rate": 68,
+          "Daily Steps": 7000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "041",
+        "features": {
+          "Person ID": 181,
+          "Gender": "Male",
+          "Age": 42,
+          "Occupation": "Lawyer",
+          "Sleep Duration": 7.8,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 90,
+          "Stress Level": 5,
+          "BMI Category": "Normal",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "042",
+        "features": {
+          "Person ID": 358,
+          "Gender": "Female",
+          "Age": 58,
+          "Occupation": "Nurse",
+          "Sleep Duration": 8.0,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 75,
+          "Stress Level": 3,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "140/95",
+          "Heart Rate": 68,
+          "Daily Steps": 7000,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "043",
+        "features": {
+          "Person ID": 184,
+          "Gender": "Male",
+          "Age": 42,
+          "Occupation": "Lawyer",
+          "Sleep Duration": 7.8,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 90,
+          "Stress Level": 5,
+          "BMI Category": "Normal",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "044",
+        "features": {
+          "Person ID": 370,
+          "Gender": "Female",
+          "Age": 59,
+          "Occupation": "Nurse",
+          "Sleep Duration": 8.1,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 75,
+          "Stress Level": 3,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "140/95",
+          "Heart Rate": 68,
+          "Daily Steps": 7000,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "045",
+        "features": {
+          "Person ID": 270,
+          "Gender": "Female",
+          "Age": 49,
+          "Occupation": "Nurse",
+          "Sleep Duration": 6.1,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 90,
+          "Stress Level": 8,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "140/95",
+          "Heart Rate": 75,
+          "Daily Steps": 10000,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "046",
+        "features": {
+          "Person ID": 52,
+          "Gender": "Male",
+          "Age": 32,
+          "Occupation": "Engineer",
+          "Sleep Duration": 7.5,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 45,
+          "Stress Level": 3,
+          "BMI Category": "Normal",
+          "Blood Pressure": "120/80",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "047",
+        "features": {
+          "Person ID": 136,
+          "Gender": "Male",
+          "Age": 38,
+          "Occupation": "Lawyer",
+          "Sleep Duration": 7.3,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 60,
+          "Stress Level": 5,
+          "BMI Category": "Normal",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 68,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "048",
+        "features": {
+          "Person ID": 275,
+          "Gender": "Female",
+          "Age": 49,
+          "Occupation": "Nurse",
+          "Sleep Duration": 6.2,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 90,
+          "Stress Level": 8,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "140/95",
+          "Heart Rate": 75,
+          "Daily Steps": 10000,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "049",
+        "features": {
+          "Person ID": 234,
+          "Gender": "Male",
+          "Age": 44,
+          "Occupation": "Salesperson",
+          "Sleep Duration": 6.3,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 45,
+          "Stress Level": 7,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 72,
+          "Daily Steps": 6000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "050",
+        "features": {
+          "Person ID": 289,
+          "Gender": "Female",
+          "Age": 50,
+          "Occupation": "Nurse",
+          "Sleep Duration": 6.0,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 90,
+          "Stress Level": 8,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "140/95",
+          "Heart Rate": 75,
+          "Daily Steps": 10000,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "051",
+        "features": {
+          "Person ID": 236,
+          "Gender": "Male",
+          "Age": 44,
+          "Occupation": "Salesperson",
+          "Sleep Duration": 6.3,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 45,
+          "Stress Level": 7,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 72,
+          "Daily Steps": 6000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "052",
+        "features": {
+          "Person ID": 253,
+          "Gender": "Female",
+          "Age": 45,
+          "Occupation": "Teacher",
+          "Sleep Duration": 6.5,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 45,
+          "Stress Level": 4,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "135/90",
+          "Heart Rate": 65,
+          "Daily Steps": 6000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "053",
+        "features": {
+          "Person ID": 210,
+          "Gender": "Male",
+          "Age": 43,
+          "Occupation": "Engineer",
+          "Sleep Duration": 7.8,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 90,
+          "Stress Level": 5,
+          "BMI Category": "Normal",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "054",
+        "features": {
+          "Person ID": 293,
+          "Gender": "Female",
+          "Age": 50,
+          "Occupation": "Nurse",
+          "Sleep Duration": 6.1,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 90,
+          "Stress Level": 8,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "140/95",
+          "Heart Rate": 75,
+          "Daily Steps": 10000,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "055",
+        "features": {
+          "Person ID": 75,
+          "Gender": "Male",
+          "Age": 33,
+          "Occupation": "Doctor",
+          "Sleep Duration": 6.0,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 30,
+          "Stress Level": 8,
+          "BMI Category": "Normal",
+          "Blood Pressure": "125/80",
+          "Heart Rate": 72,
+          "Daily Steps": 5000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "056",
+        "features": {
+          "Person ID": 70,
+          "Gender": "Female",
+          "Age": 33,
+          "Occupation": "Scientist",
+          "Sleep Duration": 6.2,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 50,
+          "Stress Level": 6,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "128/85",
+          "Heart Rate": 76,
+          "Daily Steps": 5500,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "057",
+        "features": {
+          "Person ID": 153,
+          "Gender": "Male",
+          "Age": 39,
+          "Occupation": "Lawyer",
+          "Sleep Duration": 7.2,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 60,
+          "Stress Level": 5,
+          "BMI Category": "Normal",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 68,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "058",
+        "features": {
+          "Person ID": 87,
+          "Gender": "Male",
+          "Age": 35,
+          "Occupation": "Engineer",
+          "Sleep Duration": 7.2,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 60,
+          "Stress Level": 4,
+          "BMI Category": "Normal",
+          "Blood Pressure": "125/80",
+          "Heart Rate": 65,
+          "Daily Steps": 5000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "059",
+        "features": {
+          "Person ID": 351,
+          "Gender": "Female",
+          "Age": 57,
+          "Occupation": "Nurse",
+          "Sleep Duration": 8.1,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 75,
+          "Stress Level": 3,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "140/95",
+          "Heart Rate": 68,
+          "Daily Steps": 7000,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "060",
+        "features": {
+          "Person ID": 45,
+          "Gender": "Male",
+          "Age": 31,
+          "Occupation": "Doctor",
+          "Sleep Duration": 7.7,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 75,
+          "Stress Level": 6,
+          "BMI Category": "Normal",
+          "Blood Pressure": "120/80",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "061",
+        "features": {
+          "Person ID": 82,
+          "Gender": "Female",
+          "Age": 34,
+          "Occupation": "Scientist",
+          "Sleep Duration": 5.8,
+          "Quality of Sleep": 4,
+          "Physical Activity Level": 32,
+          "Stress Level": 8,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "131/86",
+          "Heart Rate": 81,
+          "Daily Steps": 5200,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "062",
+        "features": {
+          "Person ID": 328,
+          "Gender": "Female",
+          "Age": 53,
+          "Occupation": "Engineer",
+          "Sleep Duration": 8.5,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 30,
+          "Stress Level": 3,
+          "BMI Category": "Normal",
+          "Blood Pressure": "125/80",
+          "Heart Rate": 65,
+          "Daily Steps": 5000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "063",
+        "features": {
+          "Person ID": 354,
+          "Gender": "Female",
+          "Age": 58,
+          "Occupation": "Nurse",
+          "Sleep Duration": 8.0,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 75,
+          "Stress Level": 3,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "140/95",
+          "Heart Rate": 68,
+          "Daily Steps": 7000,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "064",
+        "features": {
+          "Person ID": 46,
+          "Gender": "Male",
+          "Age": 31,
+          "Occupation": "Doctor",
+          "Sleep Duration": 7.8,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 75,
+          "Stress Level": 6,
+          "BMI Category": "Normal",
+          "Blood Pressure": "120/80",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "065",
+        "features": {
+          "Person ID": 12,
+          "Gender": "Male",
+          "Age": 29,
+          "Occupation": "Doctor",
+          "Sleep Duration": 7.8,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 75,
+          "Stress Level": 6,
+          "BMI Category": "Normal",
+          "Blood Pressure": "120/80",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "066",
+        "features": {
+          "Person ID": 156,
+          "Gender": "Male",
+          "Age": 39,
+          "Occupation": "Lawyer",
+          "Sleep Duration": 7.2,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 60,
+          "Stress Level": 5,
+          "BMI Category": "Normal",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 68,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "067",
+        "features": {
+          "Person ID": 237,
+          "Gender": "Male",
+          "Age": 44,
+          "Occupation": "Salesperson",
+          "Sleep Duration": 6.4,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 45,
+          "Stress Level": 7,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 72,
+          "Daily Steps": 6000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "068",
+        "features": {
+          "Person ID": 62,
+          "Gender": "Male",
+          "Age": 32,
+          "Occupation": "Doctor",
+          "Sleep Duration": 6.0,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 30,
+          "Stress Level": 8,
+          "BMI Category": "Normal",
+          "Blood Pressure": "125/80",
+          "Heart Rate": 72,
+          "Daily Steps": 5000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "069",
+        "features": {
+          "Person ID": 341,
+          "Gender": "Female",
+          "Age": 55,
+          "Occupation": "Nurse",
+          "Sleep Duration": 8.1,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 75,
+          "Stress Level": 4,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "140/95",
+          "Heart Rate": 72,
+          "Daily Steps": 5000,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "070",
+        "features": {
+          "Person ID": 146,
+          "Gender": "Female",
+          "Age": 38,
+          "Occupation": "Lawyer",
+          "Sleep Duration": 7.4,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 60,
+          "Stress Level": 5,
+          "BMI Category": "Obese",
+          "Blood Pressure": "135/88",
+          "Heart Rate": 84,
+          "Daily Steps": 3300,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "071",
+        "features": {
+          "Person ID": 116,
+          "Gender": "Female",
+          "Age": 37,
+          "Occupation": "Accountant",
+          "Sleep Duration": 7.2,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 60,
+          "Stress Level": 4,
+          "BMI Category": "Normal",
+          "Blood Pressure": "115/75",
+          "Heart Rate": 68,
+          "Daily Steps": 7000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "072",
+        "features": {
+          "Person ID": 112,
+          "Gender": "Male",
+          "Age": 37,
+          "Occupation": "Lawyer",
+          "Sleep Duration": 7.4,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 60,
+          "Stress Level": 5,
+          "BMI Category": "Normal",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 68,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "073",
+        "features": {
+          "Person ID": 274,
+          "Gender": "Female",
+          "Age": 49,
+          "Occupation": "Nurse",
+          "Sleep Duration": 6.2,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 90,
+          "Stress Level": 8,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "140/95",
+          "Heart Rate": 75,
+          "Daily Steps": 10000,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "074",
+        "features": {
+          "Person ID": 86,
+          "Gender": "Female",
+          "Age": 35,
+          "Occupation": "Accountant",
+          "Sleep Duration": 7.2,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 60,
+          "Stress Level": 4,
+          "BMI Category": "Normal",
+          "Blood Pressure": "115/75",
+          "Heart Rate": 68,
+          "Daily Steps": 7000,
+          "Sleep Disorder": "No Disorder"
+        }
+      }
+    ],
+    "target_column": "Sleep Disorder",
+    "task_sub_type": "classification",
+    "ranking_ground_truth": {
+      "top_k_ids": [
+        "013",
+        "014",
+        "025",
+        "042",
+        "044",
+        "045",
+        "048",
+        "050",
+        "054",
+        "059",
+        "061",
+        "063",
+        "069",
+        "070",
+        "073"
+      ]
     },
-    "final_decision": {},
-    "what_if": {},
-    "ground_truth": {
-        "extracted_features": [
-            {
-                "scenario_id": "001",
-                "features": {
-                    "Person ID": 256,
-                    "Gender": "Female",
-                    "Age": 45,
-                    "Occupation": "Teacher",
-                    "Sleep Duration": 6.5,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 4,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "135/90",
-                    "Heart Rate": 65,
-                    "Daily Steps": 6000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "002",
-                "features": {
-                    "Person ID": 98,
-                    "Gender": "Female",
-                    "Age": 36,
-                    "Occupation": "Accountant",
-                    "Sleep Duration": 7.1,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 60,
-                    "Stress Level": 4,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "115/75",
-                    "Heart Rate": 68,
-                    "Daily Steps": 7000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "003",
-                "features": {
-                    "Person ID": 49,
-                    "Gender": "Male",
-                    "Age": 31,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 7.7,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 75,
-                    "Stress Level": 6,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "120/80",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "004",
-                "features": {
-                    "Person ID": 217,
-                    "Gender": "Male",
-                    "Age": 43,
-                    "Occupation": "Engineer",
-                    "Sleep Duration": 7.8,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 90,
-                    "Stress Level": 5,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "005",
-                "features": {
-                    "Person ID": 325,
-                    "Gender": "Female",
-                    "Age": 53,
-                    "Occupation": "Engineer",
-                    "Sleep Duration": 8.3,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 30,
-                    "Stress Level": 3,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "125/80",
-                    "Heart Rate": 65,
-                    "Daily Steps": 5000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "006",
-                "features": {
-                    "Person ID": 16,
-                    "Gender": "Male",
-                    "Age": 29,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 6.0,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 30,
-                    "Stress Level": 8,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "120/80",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "007",
-                "features": {
-                    "Person ID": 313,
-                    "Gender": "Female",
-                    "Age": 52,
-                    "Occupation": "Engineer",
-                    "Sleep Duration": 8.4,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 30,
-                    "Stress Level": 3,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "125/80",
-                    "Heart Rate": 65,
-                    "Daily Steps": 5000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "008",
-                "features": {
-                    "Person ID": 308,
-                    "Gender": "Female",
-                    "Age": 52,
-                    "Occupation": "Accountant",
-                    "Sleep Duration": 6.5,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 7,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 72,
-                    "Daily Steps": 6000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "009",
-                "features": {
-                    "Person ID": 60,
-                    "Gender": "Male",
-                    "Age": 32,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 7.7,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 75,
-                    "Stress Level": 6,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "120/80",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "010",
-                "features": {
-                    "Person ID": 143,
-                    "Gender": "Female",
-                    "Age": 38,
-                    "Occupation": "Accountant",
-                    "Sleep Duration": 7.1,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 60,
-                    "Stress Level": 4,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "115/75",
-                    "Heart Rate": 68,
-                    "Daily Steps": 7000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "011",
-                "features": {
-                    "Person ID": 182,
-                    "Gender": "Male",
-                    "Age": 42,
-                    "Occupation": "Lawyer",
-                    "Sleep Duration": 7.8,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 90,
-                    "Stress Level": 5,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "012",
-                "features": {
-                    "Person ID": 92,
-                    "Gender": "Male",
-                    "Age": 35,
-                    "Occupation": "Engineer",
-                    "Sleep Duration": 7.3,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 60,
-                    "Stress Level": 4,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "125/80",
-                    "Heart Rate": 65,
-                    "Daily Steps": 5000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "013",
-                "features": {
-                    "Person ID": 369,
-                    "Gender": "Female",
-                    "Age": 59,
-                    "Occupation": "Nurse",
-                    "Sleep Duration": 8.1,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 75,
-                    "Stress Level": 3,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "140/95",
-                    "Heart Rate": 68,
-                    "Daily Steps": 7000,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "014",
-                "features": {
-                    "Person ID": 347,
-                    "Gender": "Female",
-                    "Age": 57,
-                    "Occupation": "Nurse",
-                    "Sleep Duration": 8.2,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 75,
-                    "Stress Level": 3,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "140/95",
-                    "Heart Rate": 68,
-                    "Daily Steps": 7000,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "015",
-                "features": {
-                    "Person ID": 9,
-                    "Gender": "Male",
-                    "Age": 29,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 7.8,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 75,
-                    "Stress Level": 6,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "120/80",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "016",
-                "features": {
-                    "Person ID": 63,
-                    "Gender": "Male",
-                    "Age": 32,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 6.2,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 30,
-                    "Stress Level": 8,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "125/80",
-                    "Heart Rate": 72,
-                    "Daily Steps": 5000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "017",
-                "features": {
-                    "Person ID": 41,
-                    "Gender": "Male",
-                    "Age": 31,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 7.7,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 75,
-                    "Stress Level": 6,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "120/80",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "018",
-                "features": {
-                    "Person ID": 315,
-                    "Gender": "Female",
-                    "Age": 52,
-                    "Occupation": "Engineer",
-                    "Sleep Duration": 8.4,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 30,
-                    "Stress Level": 3,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "125/80",
-                    "Heart Rate": 65,
-                    "Daily Steps": 5000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "019",
-                "features": {
-                    "Person ID": 150,
-                    "Gender": "Female",
-                    "Age": 39,
-                    "Occupation": "Accountant",
-                    "Sleep Duration": 8.0,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 80,
-                    "Stress Level": 3,
-                    "BMI Category": "Normal Weight",
-                    "Blood Pressure": "115/78",
-                    "Heart Rate": 67,
-                    "Daily Steps": 7500,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "020",
-                "features": {
-                    "Person ID": 246,
-                    "Gender": "Female",
-                    "Age": 44,
-                    "Occupation": "Teacher",
-                    "Sleep Duration": 6.5,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 4,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "135/90",
-                    "Heart Rate": 65,
-                    "Daily Steps": 6000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "021",
-                "features": {
-                    "Person ID": 35,
-                    "Gender": "Male",
-                    "Age": 31,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 7.7,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 75,
-                    "Stress Level": 6,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "120/80",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "022",
-                "features": {
-                    "Person ID": 37,
-                    "Gender": "Male",
-                    "Age": 31,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 6.1,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 30,
-                    "Stress Level": 8,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "125/80",
-                    "Heart Rate": 72,
-                    "Daily Steps": 5000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "023",
-                "features": {
-                    "Person ID": 221,
-                    "Gender": "Female",
-                    "Age": 44,
-                    "Occupation": "Teacher",
-                    "Sleep Duration": 6.6,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 4,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "135/90",
-                    "Heart Rate": 65,
-                    "Daily Steps": 6000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "024",
-                "features": {
-                    "Person ID": 213,
-                    "Gender": "Male",
-                    "Age": 43,
-                    "Occupation": "Engineer",
-                    "Sleep Duration": 7.8,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 90,
-                    "Stress Level": 5,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "025",
-                "features": {
-                    "Person ID": 348,
-                    "Gender": "Female",
-                    "Age": 57,
-                    "Occupation": "Nurse",
-                    "Sleep Duration": 8.2,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 75,
-                    "Stress Level": 3,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "140/95",
-                    "Heart Rate": 68,
-                    "Daily Steps": 7000,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "026",
-                "features": {
-                    "Person ID": 56,
-                    "Gender": "Male",
-                    "Age": 32,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 6.0,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 30,
-                    "Stress Level": 8,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "125/80",
-                    "Heart Rate": 72,
-                    "Daily Steps": 5000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "027",
-                "features": {
-                    "Person ID": 15,
-                    "Gender": "Male",
-                    "Age": 29,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 6.0,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 30,
-                    "Stress Level": 8,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "120/80",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "028",
-                "features": {
-                    "Person ID": 279,
-                    "Gender": "Female",
-                    "Age": 50,
-                    "Occupation": "Nurse",
-                    "Sleep Duration": 6.1,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 90,
-                    "Stress Level": 8,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "140/95",
-                    "Heart Rate": 75,
-                    "Daily Steps": 10000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "029",
-                "features": {
-                    "Person ID": 177,
-                    "Gender": "Male",
-                    "Age": 41,
-                    "Occupation": "Lawyer",
-                    "Sleep Duration": 7.6,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 90,
-                    "Stress Level": 5,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "030",
-                "features": {
-                    "Person ID": 331,
-                    "Gender": "Female",
-                    "Age": 53,
-                    "Occupation": "Engineer",
-                    "Sleep Duration": 8.5,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 30,
-                    "Stress Level": 3,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "125/80",
-                    "Heart Rate": 65,
-                    "Daily Steps": 5000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "031",
-                "features": {
-                    "Person ID": 337,
-                    "Gender": "Female",
-                    "Age": 54,
-                    "Occupation": "Engineer",
-                    "Sleep Duration": 8.4,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 30,
-                    "Stress Level": 3,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "125/80",
-                    "Heart Rate": 65,
-                    "Daily Steps": 5000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "032",
-                "features": {
-                    "Person ID": 192,
-                    "Gender": "Male",
-                    "Age": 43,
-                    "Occupation": "Salesperson",
-                    "Sleep Duration": 6.4,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 7,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 72,
-                    "Daily Steps": 6000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "033",
-                "features": {
-                    "Person ID": 195,
-                    "Gender": "Male",
-                    "Age": 43,
-                    "Occupation": "Salesperson",
-                    "Sleep Duration": 6.5,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 7,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 72,
-                    "Daily Steps": 6000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "034",
-                "features": {
-                    "Person ID": 59,
-                    "Gender": "Male",
-                    "Age": 32,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 6.0,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 30,
-                    "Stress Level": 8,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "125/80",
-                    "Heart Rate": 72,
-                    "Daily Steps": 5000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "035",
-                "features": {
-                    "Person ID": 179,
-                    "Gender": "Male",
-                    "Age": 42,
-                    "Occupation": "Lawyer",
-                    "Sleep Duration": 7.8,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 90,
-                    "Stress Level": 5,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "036",
-                "features": {
-                    "Person ID": 8,
-                    "Gender": "Male",
-                    "Age": 29,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 7.8,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 75,
-                    "Stress Level": 6,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "120/80",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "037",
-                "features": {
-                    "Person ID": 303,
-                    "Gender": "Female",
-                    "Age": 51,
-                    "Occupation": "Nurse",
-                    "Sleep Duration": 7.1,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 55,
-                    "Stress Level": 6,
-                    "BMI Category": "Normal Weight",
-                    "Blood Pressure": "125/82",
-                    "Heart Rate": 72,
-                    "Daily Steps": 6000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "038",
-                "features": {
-                    "Person ID": 97,
-                    "Gender": "Female",
-                    "Age": 36,
-                    "Occupation": "Accountant",
-                    "Sleep Duration": 7.2,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 60,
-                    "Stress Level": 4,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "115/75",
-                    "Heart Rate": 68,
-                    "Daily Steps": 7000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "039",
-                "features": {
-                    "Person ID": 342,
-                    "Gender": "Female",
-                    "Age": 56,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 8.2,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 90,
-                    "Stress Level": 3,
-                    "BMI Category": "Normal Weight",
-                    "Blood Pressure": "118/75",
-                    "Heart Rate": 65,
-                    "Daily Steps": 10000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "040",
-                "features": {
-                    "Person ID": 124,
-                    "Gender": "Female",
-                    "Age": 37,
-                    "Occupation": "Accountant",
-                    "Sleep Duration": 7.2,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 60,
-                    "Stress Level": 4,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "115/75",
-                    "Heart Rate": 68,
-                    "Daily Steps": 7000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "041",
-                "features": {
-                    "Person ID": 181,
-                    "Gender": "Male",
-                    "Age": 42,
-                    "Occupation": "Lawyer",
-                    "Sleep Duration": 7.8,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 90,
-                    "Stress Level": 5,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "042",
-                "features": {
-                    "Person ID": 358,
-                    "Gender": "Female",
-                    "Age": 58,
-                    "Occupation": "Nurse",
-                    "Sleep Duration": 8.0,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 75,
-                    "Stress Level": 3,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "140/95",
-                    "Heart Rate": 68,
-                    "Daily Steps": 7000,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "043",
-                "features": {
-                    "Person ID": 184,
-                    "Gender": "Male",
-                    "Age": 42,
-                    "Occupation": "Lawyer",
-                    "Sleep Duration": 7.8,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 90,
-                    "Stress Level": 5,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "044",
-                "features": {
-                    "Person ID": 370,
-                    "Gender": "Female",
-                    "Age": 59,
-                    "Occupation": "Nurse",
-                    "Sleep Duration": 8.1,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 75,
-                    "Stress Level": 3,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "140/95",
-                    "Heart Rate": 68,
-                    "Daily Steps": 7000,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "045",
-                "features": {
-                    "Person ID": 270,
-                    "Gender": "Female",
-                    "Age": 49,
-                    "Occupation": "Nurse",
-                    "Sleep Duration": 6.1,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 90,
-                    "Stress Level": 8,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "140/95",
-                    "Heart Rate": 75,
-                    "Daily Steps": 10000,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "046",
-                "features": {
-                    "Person ID": 52,
-                    "Gender": "Male",
-                    "Age": 32,
-                    "Occupation": "Engineer",
-                    "Sleep Duration": 7.5,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 3,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "120/80",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "047",
-                "features": {
-                    "Person ID": 136,
-                    "Gender": "Male",
-                    "Age": 38,
-                    "Occupation": "Lawyer",
-                    "Sleep Duration": 7.3,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 60,
-                    "Stress Level": 5,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 68,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "048",
-                "features": {
-                    "Person ID": 275,
-                    "Gender": "Female",
-                    "Age": 49,
-                    "Occupation": "Nurse",
-                    "Sleep Duration": 6.2,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 90,
-                    "Stress Level": 8,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "140/95",
-                    "Heart Rate": 75,
-                    "Daily Steps": 10000,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "049",
-                "features": {
-                    "Person ID": 234,
-                    "Gender": "Male",
-                    "Age": 44,
-                    "Occupation": "Salesperson",
-                    "Sleep Duration": 6.3,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 7,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 72,
-                    "Daily Steps": 6000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "050",
-                "features": {
-                    "Person ID": 289,
-                    "Gender": "Female",
-                    "Age": 50,
-                    "Occupation": "Nurse",
-                    "Sleep Duration": 6.0,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 90,
-                    "Stress Level": 8,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "140/95",
-                    "Heart Rate": 75,
-                    "Daily Steps": 10000,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "051",
-                "features": {
-                    "Person ID": 236,
-                    "Gender": "Male",
-                    "Age": 44,
-                    "Occupation": "Salesperson",
-                    "Sleep Duration": 6.3,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 7,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 72,
-                    "Daily Steps": 6000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "052",
-                "features": {
-                    "Person ID": 253,
-                    "Gender": "Female",
-                    "Age": 45,
-                    "Occupation": "Teacher",
-                    "Sleep Duration": 6.5,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 4,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "135/90",
-                    "Heart Rate": 65,
-                    "Daily Steps": 6000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "053",
-                "features": {
-                    "Person ID": 210,
-                    "Gender": "Male",
-                    "Age": 43,
-                    "Occupation": "Engineer",
-                    "Sleep Duration": 7.8,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 90,
-                    "Stress Level": 5,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "054",
-                "features": {
-                    "Person ID": 293,
-                    "Gender": "Female",
-                    "Age": 50,
-                    "Occupation": "Nurse",
-                    "Sleep Duration": 6.1,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 90,
-                    "Stress Level": 8,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "140/95",
-                    "Heart Rate": 75,
-                    "Daily Steps": 10000,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "055",
-                "features": {
-                    "Person ID": 75,
-                    "Gender": "Male",
-                    "Age": 33,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 6.0,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 30,
-                    "Stress Level": 8,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "125/80",
-                    "Heart Rate": 72,
-                    "Daily Steps": 5000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "056",
-                "features": {
-                    "Person ID": 70,
-                    "Gender": "Female",
-                    "Age": 33,
-                    "Occupation": "Scientist",
-                    "Sleep Duration": 6.2,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 50,
-                    "Stress Level": 6,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "128/85",
-                    "Heart Rate": 76,
-                    "Daily Steps": 5500,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "057",
-                "features": {
-                    "Person ID": 153,
-                    "Gender": "Male",
-                    "Age": 39,
-                    "Occupation": "Lawyer",
-                    "Sleep Duration": 7.2,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 60,
-                    "Stress Level": 5,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 68,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "058",
-                "features": {
-                    "Person ID": 87,
-                    "Gender": "Male",
-                    "Age": 35,
-                    "Occupation": "Engineer",
-                    "Sleep Duration": 7.2,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 60,
-                    "Stress Level": 4,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "125/80",
-                    "Heart Rate": 65,
-                    "Daily Steps": 5000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "059",
-                "features": {
-                    "Person ID": 351,
-                    "Gender": "Female",
-                    "Age": 57,
-                    "Occupation": "Nurse",
-                    "Sleep Duration": 8.1,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 75,
-                    "Stress Level": 3,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "140/95",
-                    "Heart Rate": 68,
-                    "Daily Steps": 7000,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "060",
-                "features": {
-                    "Person ID": 45,
-                    "Gender": "Male",
-                    "Age": 31,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 7.7,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 75,
-                    "Stress Level": 6,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "120/80",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "061",
-                "features": {
-                    "Person ID": 82,
-                    "Gender": "Female",
-                    "Age": 34,
-                    "Occupation": "Scientist",
-                    "Sleep Duration": 5.8,
-                    "Quality of Sleep": 4,
-                    "Physical Activity Level": 32,
-                    "Stress Level": 8,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "131/86",
-                    "Heart Rate": 81,
-                    "Daily Steps": 5200,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "062",
-                "features": {
-                    "Person ID": 328,
-                    "Gender": "Female",
-                    "Age": 53,
-                    "Occupation": "Engineer",
-                    "Sleep Duration": 8.5,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 30,
-                    "Stress Level": 3,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "125/80",
-                    "Heart Rate": 65,
-                    "Daily Steps": 5000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "063",
-                "features": {
-                    "Person ID": 354,
-                    "Gender": "Female",
-                    "Age": 58,
-                    "Occupation": "Nurse",
-                    "Sleep Duration": 8.0,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 75,
-                    "Stress Level": 3,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "140/95",
-                    "Heart Rate": 68,
-                    "Daily Steps": 7000,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "064",
-                "features": {
-                    "Person ID": 46,
-                    "Gender": "Male",
-                    "Age": 31,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 7.8,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 75,
-                    "Stress Level": 6,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "120/80",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "065",
-                "features": {
-                    "Person ID": 12,
-                    "Gender": "Male",
-                    "Age": 29,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 7.8,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 75,
-                    "Stress Level": 6,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "120/80",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "066",
-                "features": {
-                    "Person ID": 156,
-                    "Gender": "Male",
-                    "Age": 39,
-                    "Occupation": "Lawyer",
-                    "Sleep Duration": 7.2,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 60,
-                    "Stress Level": 5,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 68,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "067",
-                "features": {
-                    "Person ID": 237,
-                    "Gender": "Male",
-                    "Age": 44,
-                    "Occupation": "Salesperson",
-                    "Sleep Duration": 6.4,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 7,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 72,
-                    "Daily Steps": 6000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "068",
-                "features": {
-                    "Person ID": 62,
-                    "Gender": "Male",
-                    "Age": 32,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 6.0,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 30,
-                    "Stress Level": 8,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "125/80",
-                    "Heart Rate": 72,
-                    "Daily Steps": 5000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "069",
-                "features": {
-                    "Person ID": 341,
-                    "Gender": "Female",
-                    "Age": 55,
-                    "Occupation": "Nurse",
-                    "Sleep Duration": 8.1,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 75,
-                    "Stress Level": 4,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "140/95",
-                    "Heart Rate": 72,
-                    "Daily Steps": 5000,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "070",
-                "features": {
-                    "Person ID": 146,
-                    "Gender": "Female",
-                    "Age": 38,
-                    "Occupation": "Lawyer",
-                    "Sleep Duration": 7.4,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 60,
-                    "Stress Level": 5,
-                    "BMI Category": "Obese",
-                    "Blood Pressure": "135/88",
-                    "Heart Rate": 84,
-                    "Daily Steps": 3300,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "071",
-                "features": {
-                    "Person ID": 116,
-                    "Gender": "Female",
-                    "Age": 37,
-                    "Occupation": "Accountant",
-                    "Sleep Duration": 7.2,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 60,
-                    "Stress Level": 4,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "115/75",
-                    "Heart Rate": 68,
-                    "Daily Steps": 7000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "072",
-                "features": {
-                    "Person ID": 112,
-                    "Gender": "Male",
-                    "Age": 37,
-                    "Occupation": "Lawyer",
-                    "Sleep Duration": 7.4,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 60,
-                    "Stress Level": 5,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 68,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "073",
-                "features": {
-                    "Person ID": 274,
-                    "Gender": "Female",
-                    "Age": 49,
-                    "Occupation": "Nurse",
-                    "Sleep Duration": 6.2,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 90,
-                    "Stress Level": 8,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "140/95",
-                    "Heart Rate": 75,
-                    "Daily Steps": 10000,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "074",
-                "features": {
-                    "Person ID": 86,
-                    "Gender": "Female",
-                    "Age": 35,
-                    "Occupation": "Accountant",
-                    "Sleep Duration": 7.2,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 60,
-                    "Stress Level": 4,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "115/75",
-                    "Heart Rate": 68,
-                    "Daily Steps": 7000,
-                    "Sleep Disorder": null
-                }
-            }
-        ],
-        "target_column": "Sleep Disorder",
-        "task_sub_type": "classification",
-        "ranking_ground_truth": {
-            "top_k_ids": [
-                "013",
-                "014",
-                "025",
-                "042",
-                "044",
-                "045",
-                "048",
-                "050",
-                "054",
-                "059",
-                "061",
-                "063",
-                "069",
-                "070",
-                "073"
-            ]
-        },
-        "active_filters": [],
-        "target_class_value": "sleep apnea"
-    },
-    "response": "",
-    "evaluation_score": {}
-}
\ No newline at end of file
+    "active_filters": [],
+    "target_class_value": "sleep apnea"
+  },
+  "response": "",
+  "evaluation_score": {}
+}
diff --git a/ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_002/history.csv b/ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_002/history.csv
index bc020ace3a436c6e6be1bd63d941279d133b6204..52bf42750070bb0c0620707fe9735b11d97733d1 100644
--- a/ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_002/history.csv
+++ b/ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_002/history.csv
@@ -1,149 +1,149 @@
 Person ID,Gender,Age,Occupation,Sleep Duration,Quality of Sleep,Physical Activity Level,Stress Level,BMI Category,Blood Pressure,Heart Rate,Daily Steps,Sleep Disorder
-1,Male,27,Software Engineer,6.1,6,42,6,Overweight,126/83,77,4200,
-2,Male,28,Doctor,6.2,6,60,8,Normal,125/80,75,10000,
-3,Male,28,Doctor,6.2,6,60,8,Normal,125/80,75,10000,
+1,Male,27,Software Engineer,6.1,6,42,6,Overweight,126/83,77,4200,No Disorder
+2,Male,28,Doctor,6.2,6,60,8,Normal,125/80,75,10000,No Disorder
+3,Male,28,Doctor,6.2,6,60,8,Normal,125/80,75,10000,No Disorder
 4,Male,28,Sales Representative,5.9,4,30,8,Obese,140/90,85,3000,Sleep Apnea
 5,Male,28,Sales Representative,5.9,4,30,8,Obese,140/90,85,3000,Sleep Apnea
 6,Male,28,Software Engineer,5.9,4,30,8,Obese,140/90,85,3000,Insomnia
 7,Male,29,Teacher,6.3,6,40,7,Obese,140/90,82,3500,Insomnia
-10,Male,29,Doctor,7.8,7,75,6,Normal,120/80,70,8000,
-11,Male,29,Doctor,6.1,6,30,8,Normal,120/80,70,8000,
-13,Male,29,Doctor,6.1,6,30,8,Normal,120/80,70,8000,
-14,Male,29,Doctor,6.0,6,30,8,Normal,120/80,70,8000,
+10,Male,29,Doctor,7.8,7,75,6,Normal,120/80,70,8000,No Disorder
+11,Male,29,Doctor,6.1,6,30,8,Normal,120/80,70,8000,No Disorder
+13,Male,29,Doctor,6.1,6,30,8,Normal,120/80,70,8000,No Disorder
+14,Male,29,Doctor,6.0,6,30,8,Normal,120/80,70,8000,No Disorder
 17,Female,29,Nurse,6.5,5,40,7,Normal Weight,132/87,80,4000,Sleep Apnea
 18,Male,29,Doctor,6.0,6,30,8,Normal,120/80,70,8000,Sleep Apnea
 19,Female,29,Nurse,6.5,5,40,7,Normal Weight,132/87,80,4000,Insomnia
-20,Male,30,Doctor,7.6,7,75,6,Normal,120/80,70,8000,
-21,Male,30,Doctor,7.7,7,75,6,Normal,120/80,70,8000,
-22,Male,30,Doctor,7.7,7,75,6,Normal,120/80,70,8000,
-23,Male,30,Doctor,7.7,7,75,6,Normal,120/80,70,8000,
-24,Male,30,Doctor,7.7,7,75,6,Normal,120/80,70,8000,
-25,Male,30,Doctor,7.8,7,75,6,Normal,120/80,70,8000,
-26,Male,30,Doctor,7.9,7,75,6,Normal,120/80,70,8000,
-27,Male,30,Doctor,7.8,7,75,6,Normal,120/80,70,8000,
-28,Male,30,Doctor,7.9,7,75,6,Normal,120/80,70,8000,
-29,Male,30,Doctor,7.9,7,75,6,Normal,120/80,70,8000,
-30,Male,30,Doctor,7.9,7,75,6,Normal,120/80,70,8000,
+20,Male,30,Doctor,7.6,7,75,6,Normal,120/80,70,8000,No Disorder
+21,Male,30,Doctor,7.7,7,75,6,Normal,120/80,70,8000,No Disorder
+22,Male,30,Doctor,7.7,7,75,6,Normal,120/80,70,8000,No Disorder
+23,Male,30,Doctor,7.7,7,75,6,Normal,120/80,70,8000,No Disorder
+24,Male,30,Doctor,7.7,7,75,6,Normal,120/80,70,8000,No Disorder
+25,Male,30,Doctor,7.8,7,75,6,Normal,120/80,70,8000,No Disorder
+26,Male,30,Doctor,7.9,7,75,6,Normal,120/80,70,8000,No Disorder
+27,Male,30,Doctor,7.8,7,75,6,Normal,120/80,70,8000,No Disorder
+28,Male,30,Doctor,7.9,7,75,6,Normal,120/80,70,8000,No Disorder
+29,Male,30,Doctor,7.9,7,75,6,Normal,120/80,70,8000,No Disorder
+30,Male,30,Doctor,7.9,7,75,6,Normal,120/80,70,8000,No Disorder
 31,Female,30,Nurse,6.4,5,35,7,Normal Weight,130/86,78,4100,Sleep Apnea
 32,Female,30,Nurse,6.4,5,35,7,Normal Weight,130/86,78,4100,Insomnia
-33,Female,31,Nurse,7.9,8,75,4,Normal Weight,117/76,69,6800,
-34,Male,31,Doctor,6.1,6,30,8,Normal,125/80,72,5000,
-36,Male,31,Doctor,6.1,6,30,8,Normal,125/80,72,5000,
-38,Male,31,Doctor,7.6,7,75,6,Normal,120/80,70,8000,
-39,Male,31,Doctor,7.6,7,75,6,Normal,120/80,70,8000,
-40,Male,31,Doctor,7.6,7,75,6,Normal,120/80,70,8000,
-42,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,
-43,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,
-44,Male,31,Doctor,7.8,7,75,6,Normal,120/80,70,8000,
-47,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,
-48,Male,31,Doctor,7.8,7,75,6,Normal,120/80,70,8000,
+33,Female,31,Nurse,7.9,8,75,4,Normal Weight,117/76,69,6800,No Disorder
+34,Male,31,Doctor,6.1,6,30,8,Normal,125/80,72,5000,No Disorder
+36,Male,31,Doctor,6.1,6,30,8,Normal,125/80,72,5000,No Disorder
+38,Male,31,Doctor,7.6,7,75,6,Normal,120/80,70,8000,No Disorder
+39,Male,31,Doctor,7.6,7,75,6,Normal,120/80,70,8000,No Disorder
+40,Male,31,Doctor,7.6,7,75,6,Normal,120/80,70,8000,No Disorder
+42,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,No Disorder
+43,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,No Disorder
+44,Male,31,Doctor,7.8,7,75,6,Normal,120/80,70,8000,No Disorder
+47,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,No Disorder
+48,Male,31,Doctor,7.8,7,75,6,Normal,120/80,70,8000,No Disorder
 50,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,Sleep Apnea
-51,Male,32,Engineer,7.5,8,45,3,Normal,120/80,70,8000,
-53,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,
-54,Male,32,Doctor,7.6,7,75,6,Normal,120/80,70,8000,
-55,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,
-57,Male,32,Doctor,7.7,7,75,6,Normal,120/80,70,8000,
-58,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,
-61,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,
-64,Male,32,Doctor,6.2,6,30,8,Normal,125/80,72,5000,
-65,Male,32,Doctor,6.2,6,30,8,Normal,125/80,72,5000,
-66,Male,32,Doctor,6.2,6,30,8,Normal,125/80,72,5000,
-67,Male,32,Accountant,7.2,8,50,6,Normal Weight,118/76,68,7000,
+51,Male,32,Engineer,7.5,8,45,3,Normal,120/80,70,8000,No Disorder
+53,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,No Disorder
+54,Male,32,Doctor,7.6,7,75,6,Normal,120/80,70,8000,No Disorder
+55,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,No Disorder
+57,Male,32,Doctor,7.7,7,75,6,Normal,120/80,70,8000,No Disorder
+58,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,No Disorder
+61,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,No Disorder
+64,Male,32,Doctor,6.2,6,30,8,Normal,125/80,72,5000,No Disorder
+65,Male,32,Doctor,6.2,6,30,8,Normal,125/80,72,5000,No Disorder
+66,Male,32,Doctor,6.2,6,30,8,Normal,125/80,72,5000,No Disorder
+67,Male,32,Accountant,7.2,8,50,6,Normal Weight,118/76,68,7000,No Disorder
 68,Male,33,Doctor,6.0,6,30,8,Normal,125/80,72,5000,Insomnia
-69,Female,33,Scientist,6.2,6,50,6,Overweight,128/85,76,5500,
-71,Male,33,Doctor,6.1,6,30,8,Normal,125/80,72,5000,
-72,Male,33,Doctor,6.1,6,30,8,Normal,125/80,72,5000,
-73,Male,33,Doctor,6.1,6,30,8,Normal,125/80,72,5000,
-74,Male,33,Doctor,6.1,6,30,8,Normal,125/80,72,5000,
-76,Male,33,Doctor,6.0,6,30,8,Normal,125/80,72,5000,
-77,Male,33,Doctor,6.0,6,30,8,Normal,125/80,72,5000,
-78,Male,33,Doctor,6.0,6,30,8,Normal,125/80,72,5000,
-79,Male,33,Doctor,6.0,6,30,8,Normal,125/80,72,5000,
-80,Male,33,Doctor,6.0,6,30,8,Normal,125/80,72,5000,
+69,Female,33,Scientist,6.2,6,50,6,Overweight,128/85,76,5500,No Disorder
+71,Male,33,Doctor,6.1,6,30,8,Normal,125/80,72,5000,No Disorder
+72,Male,33,Doctor,6.1,6,30,8,Normal,125/80,72,5000,No Disorder
+73,Male,33,Doctor,6.1,6,30,8,Normal,125/80,72,5000,No Disorder
+74,Male,33,Doctor,6.1,6,30,8,Normal,125/80,72,5000,No Disorder
+76,Male,33,Doctor,6.0,6,30,8,Normal,125/80,72,5000,No Disorder
+77,Male,33,Doctor,6.0,6,30,8,Normal,125/80,72,5000,No Disorder
+78,Male,33,Doctor,6.0,6,30,8,Normal,125/80,72,5000,No Disorder
+79,Male,33,Doctor,6.0,6,30,8,Normal,125/80,72,5000,No Disorder
+80,Male,33,Doctor,6.0,6,30,8,Normal,125/80,72,5000,No Disorder
 81,Female,34,Scientist,5.8,4,32,8,Overweight,131/86,81,5200,Sleep Apnea
-83,Male,35,Teacher,6.7,7,40,5,Overweight,128/84,70,5600,
-84,Male,35,Teacher,6.7,7,40,5,Overweight,128/84,70,5600,
-85,Male,35,Software Engineer,7.5,8,60,5,Normal Weight,120/80,70,8000,
-88,Male,35,Engineer,7.2,8,60,4,Normal,125/80,65,5000,
-89,Male,35,Engineer,7.3,8,60,4,Normal,125/80,65,5000,
-90,Male,35,Engineer,7.3,8,60,4,Normal,125/80,65,5000,
-91,Male,35,Engineer,7.3,8,60,4,Normal,125/80,65,5000,
-93,Male,35,Software Engineer,7.5,8,60,5,Normal Weight,120/80,70,8000,
+83,Male,35,Teacher,6.7,7,40,5,Overweight,128/84,70,5600,No Disorder
+84,Male,35,Teacher,6.7,7,40,5,Overweight,128/84,70,5600,No Disorder
+85,Male,35,Software Engineer,7.5,8,60,5,Normal Weight,120/80,70,8000,No Disorder
+88,Male,35,Engineer,7.2,8,60,4,Normal,125/80,65,5000,No Disorder
+89,Male,35,Engineer,7.3,8,60,4,Normal,125/80,65,5000,No Disorder
+90,Male,35,Engineer,7.3,8,60,4,Normal,125/80,65,5000,No Disorder
+91,Male,35,Engineer,7.3,8,60,4,Normal,125/80,65,5000,No Disorder
+93,Male,35,Software Engineer,7.5,8,60,5,Normal Weight,120/80,70,8000,No Disorder
 94,Male,35,Lawyer,7.4,7,60,5,Obese,135/88,84,3300,Sleep Apnea
 95,Female,36,Accountant,7.2,8,60,4,Normal,115/75,68,7000,Insomnia
-96,Female,36,Accountant,7.1,8,60,4,Normal,115/75,68,7000,
-99,Female,36,Teacher,7.1,8,60,4,Normal,115/75,68,7000,
-100,Female,36,Teacher,7.1,8,60,4,Normal,115/75,68,7000,
-101,Female,36,Teacher,7.2,8,60,4,Normal,115/75,68,7000,
-102,Female,36,Teacher,7.2,8,60,4,Normal,115/75,68,7000,
-103,Female,36,Teacher,7.2,8,60,4,Normal,115/75,68,7000,
+96,Female,36,Accountant,7.1,8,60,4,Normal,115/75,68,7000,No Disorder
+99,Female,36,Teacher,7.1,8,60,4,Normal,115/75,68,7000,No Disorder
+100,Female,36,Teacher,7.1,8,60,4,Normal,115/75,68,7000,No Disorder
+101,Female,36,Teacher,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+102,Female,36,Teacher,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+103,Female,36,Teacher,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
 104,Male,36,Teacher,6.6,5,35,7,Overweight,129/84,74,4800,Sleep Apnea
 105,Female,36,Teacher,7.2,8,60,4,Normal,115/75,68,7000,Sleep Apnea
 106,Male,36,Teacher,6.6,5,35,7,Overweight,129/84,74,4800,Insomnia
-107,Female,37,Nurse,6.1,6,42,6,Overweight,126/83,77,4200,
-108,Male,37,Engineer,7.8,8,70,4,Normal Weight,120/80,68,7000,
-109,Male,37,Engineer,7.8,8,70,4,Normal Weight,120/80,68,7000,
-110,Male,37,Lawyer,7.4,8,60,5,Normal,130/85,68,8000,
-111,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-113,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-114,Male,37,Lawyer,7.4,8,60,5,Normal,130/85,68,8000,
-115,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-117,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-118,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-119,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-120,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-121,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-122,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-123,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-125,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-126,Female,37,Nurse,7.5,8,60,4,Normal Weight,120/80,70,8000,
-127,Male,38,Lawyer,7.3,8,60,5,Normal,130/85,68,8000,
-128,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,
-129,Male,38,Lawyer,7.3,8,60,5,Normal,130/85,68,8000,
-130,Male,38,Lawyer,7.3,8,60,5,Normal,130/85,68,8000,
-131,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,
-132,Male,38,Lawyer,7.3,8,60,5,Normal,130/85,68,8000,
-133,Male,38,Lawyer,7.3,8,60,5,Normal,130/85,68,8000,
-134,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,
-135,Male,38,Lawyer,7.3,8,60,5,Normal,130/85,68,8000,
-137,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,
-138,Male,38,Lawyer,7.1,8,60,5,Normal,130/85,68,8000,
-139,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,
-140,Male,38,Lawyer,7.1,8,60,5,Normal,130/85,68,8000,
-141,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,
-142,Male,38,Lawyer,7.1,8,60,5,Normal,130/85,68,8000,
-144,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,
+107,Female,37,Nurse,6.1,6,42,6,Overweight,126/83,77,4200,No Disorder
+108,Male,37,Engineer,7.8,8,70,4,Normal Weight,120/80,68,7000,No Disorder
+109,Male,37,Engineer,7.8,8,70,4,Normal Weight,120/80,68,7000,No Disorder
+110,Male,37,Lawyer,7.4,8,60,5,Normal,130/85,68,8000,No Disorder
+111,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+113,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+114,Male,37,Lawyer,7.4,8,60,5,Normal,130/85,68,8000,No Disorder
+115,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+117,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+118,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+119,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+120,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+121,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+122,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+123,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+125,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+126,Female,37,Nurse,7.5,8,60,4,Normal Weight,120/80,70,8000,No Disorder
+127,Male,38,Lawyer,7.3,8,60,5,Normal,130/85,68,8000,No Disorder
+128,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,No Disorder
+129,Male,38,Lawyer,7.3,8,60,5,Normal,130/85,68,8000,No Disorder
+130,Male,38,Lawyer,7.3,8,60,5,Normal,130/85,68,8000,No Disorder
+131,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,No Disorder
+132,Male,38,Lawyer,7.3,8,60,5,Normal,130/85,68,8000,No Disorder
+133,Male,38,Lawyer,7.3,8,60,5,Normal,130/85,68,8000,No Disorder
+134,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,No Disorder
+135,Male,38,Lawyer,7.3,8,60,5,Normal,130/85,68,8000,No Disorder
+137,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,No Disorder
+138,Male,38,Lawyer,7.1,8,60,5,Normal,130/85,68,8000,No Disorder
+139,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,No Disorder
+140,Male,38,Lawyer,7.1,8,60,5,Normal,130/85,68,8000,No Disorder
+141,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,No Disorder
+142,Male,38,Lawyer,7.1,8,60,5,Normal,130/85,68,8000,No Disorder
+144,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,No Disorder
 145,Male,38,Lawyer,7.1,8,60,5,Normal,130/85,68,8000,Sleep Apnea
 147,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,Insomnia
 148,Male,39,Engineer,6.5,5,40,7,Overweight,132/87,80,4000,Insomnia
-149,Female,39,Lawyer,6.9,7,50,6,Normal Weight,128/85,75,5500,
-151,Female,39,Accountant,8.0,9,80,3,Normal Weight,115/78,67,7500,
-152,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,
-154,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,
-155,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,
-157,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,
-158,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,
-159,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,
-160,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,
-161,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,
-162,Female,40,Accountant,7.2,8,55,6,Normal Weight,119/77,73,7300,
-163,Female,40,Accountant,7.2,8,55,6,Normal Weight,119/77,73,7300,
-164,Male,40,Lawyer,7.9,8,90,5,Normal,130/85,68,8000,
-165,Male,40,Lawyer,7.9,8,90,5,Normal,130/85,68,8000,
+149,Female,39,Lawyer,6.9,7,50,6,Normal Weight,128/85,75,5500,No Disorder
+151,Female,39,Accountant,8.0,9,80,3,Normal Weight,115/78,67,7500,No Disorder
+152,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,No Disorder
+154,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,No Disorder
+155,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,No Disorder
+157,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,No Disorder
+158,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,No Disorder
+159,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,No Disorder
+160,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,No Disorder
+161,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,No Disorder
+162,Female,40,Accountant,7.2,8,55,6,Normal Weight,119/77,73,7300,No Disorder
+163,Female,40,Accountant,7.2,8,55,6,Normal Weight,119/77,73,7300,No Disorder
+164,Male,40,Lawyer,7.9,8,90,5,Normal,130/85,68,8000,No Disorder
+165,Male,40,Lawyer,7.9,8,90,5,Normal,130/85,68,8000,No Disorder
 166,Male,41,Lawyer,7.6,8,90,5,Normal,130/85,70,8000,Insomnia
-167,Male,41,Engineer,7.3,8,70,6,Normal Weight,121/79,72,6200,
-168,Male,41,Lawyer,7.1,7,55,6,Overweight,125/82,72,6000,
-169,Male,41,Lawyer,7.1,7,55,6,Overweight,125/82,72,6000,
-170,Male,41,Lawyer,7.7,8,90,5,Normal,130/85,70,8000,
-171,Male,41,Lawyer,7.7,8,90,5,Normal,130/85,70,8000,
-172,Male,41,Lawyer,7.7,8,90,5,Normal,130/85,70,8000,
-173,Male,41,Lawyer,7.7,8,90,5,Normal,130/85,70,8000,
-174,Male,41,Lawyer,7.7,8,90,5,Normal,130/85,70,8000,
-175,Male,41,Lawyer,7.6,8,90,5,Normal,130/85,70,8000,
-176,Male,41,Lawyer,7.6,8,90,5,Normal,130/85,70,8000,
+167,Male,41,Engineer,7.3,8,70,6,Normal Weight,121/79,72,6200,No Disorder
+168,Male,41,Lawyer,7.1,7,55,6,Overweight,125/82,72,6000,No Disorder
+169,Male,41,Lawyer,7.1,7,55,6,Overweight,125/82,72,6000,No Disorder
+170,Male,41,Lawyer,7.7,8,90,5,Normal,130/85,70,8000,No Disorder
+171,Male,41,Lawyer,7.7,8,90,5,Normal,130/85,70,8000,No Disorder
+172,Male,41,Lawyer,7.7,8,90,5,Normal,130/85,70,8000,No Disorder
+173,Male,41,Lawyer,7.7,8,90,5,Normal,130/85,70,8000,No Disorder
+174,Male,41,Lawyer,7.7,8,90,5,Normal,130/85,70,8000,No Disorder
+175,Male,41,Lawyer,7.6,8,90,5,Normal,130/85,70,8000,No Disorder
+176,Male,41,Lawyer,7.6,8,90,5,Normal,130/85,70,8000,No Disorder
 178,Male,42,Salesperson,6.5,6,45,7,Overweight,130/85,72,6000,Insomnia
-180,Male,42,Lawyer,7.8,8,90,5,Normal,130/85,70,8000,
-183,Male,42,Lawyer,7.8,8,90,5,Normal,130/85,70,8000,
+180,Male,42,Lawyer,7.8,8,90,5,Normal,130/85,70,8000,No Disorder
+183,Male,42,Lawyer,7.8,8,90,5,Normal,130/85,70,8000,No Disorder
 185,Female,42,Teacher,6.8,6,45,7,Overweight,130/85,78,5000,Sleep Apnea
 186,Female,42,Teacher,6.8,6,45,7,Overweight,130/85,78,5000,Sleep Apnea
 187,Female,43,Teacher,6.7,7,45,4,Overweight,135/90,65,6000,Insomnia
@@ -161,18 +161,18 @@ Person ID,Gender,Age,Occupation,Sleep Duration,Quality of Sleep,Physical Activit
 201,Male,43,Salesperson,6.5,6,45,7,Overweight,130/85,72,6000,Insomnia
 202,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,Insomnia
 203,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,Insomnia
-204,Male,43,Engineer,6.9,6,47,7,Normal Weight,117/76,69,6800,
-205,Male,43,Engineer,7.6,8,75,4,Overweight,122/80,68,6800,
-206,Male,43,Engineer,7.7,8,90,5,Normal,130/85,70,8000,
-207,Male,43,Engineer,7.7,8,90,5,Normal,130/85,70,8000,
-208,Male,43,Engineer,7.7,8,90,5,Normal,130/85,70,8000,
-209,Male,43,Engineer,7.7,8,90,5,Normal,130/85,70,8000,
-211,Male,43,Engineer,7.7,8,90,5,Normal,130/85,70,8000,
-212,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,
-214,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,
-215,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,
-216,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,
-218,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,
+204,Male,43,Engineer,6.9,6,47,7,Normal Weight,117/76,69,6800,No Disorder
+205,Male,43,Engineer,7.6,8,75,4,Overweight,122/80,68,6800,No Disorder
+206,Male,43,Engineer,7.7,8,90,5,Normal,130/85,70,8000,No Disorder
+207,Male,43,Engineer,7.7,8,90,5,Normal,130/85,70,8000,No Disorder
+208,Male,43,Engineer,7.7,8,90,5,Normal,130/85,70,8000,No Disorder
+209,Male,43,Engineer,7.7,8,90,5,Normal,130/85,70,8000,No Disorder
+211,Male,43,Engineer,7.7,8,90,5,Normal,130/85,70,8000,No Disorder
+212,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,No Disorder
+214,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,No Disorder
+215,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,No Disorder
+216,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,No Disorder
+218,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,No Disorder
 219,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,Sleep Apnea
 220,Male,43,Salesperson,6.5,6,45,7,Overweight,130/85,72,6000,Sleep Apnea
 222,Male,44,Salesperson,6.4,6,45,7,Overweight,130/85,72,6000,Insomnia
@@ -198,8 +198,8 @@ Person ID,Gender,Age,Occupation,Sleep Duration,Quality of Sleep,Physical Activit
 245,Male,44,Salesperson,6.3,6,45,7,Overweight,130/85,72,6000,Insomnia
 247,Male,44,Salesperson,6.3,6,45,7,Overweight,130/85,72,6000,Insomnia
 248,Male,44,Engineer,6.8,7,45,7,Overweight,130/85,78,5000,Insomnia
-249,Male,44,Salesperson,6.4,6,45,7,Overweight,130/85,72,6000,
-250,Male,44,Salesperson,6.5,6,45,7,Overweight,130/85,72,6000,
+249,Male,44,Salesperson,6.4,6,45,7,Overweight,130/85,72,6000,No Disorder
+250,Male,44,Salesperson,6.5,6,45,7,Overweight,130/85,72,6000,No Disorder
 251,Female,45,Teacher,6.8,7,30,6,Overweight,135/90,65,6000,Insomnia
 252,Female,45,Teacher,6.8,7,30,6,Overweight,135/90,65,6000,Insomnia
 254,Female,45,Teacher,6.5,7,45,4,Overweight,135/90,65,6000,Insomnia
@@ -209,13 +209,13 @@ Person ID,Gender,Age,Occupation,Sleep Duration,Quality of Sleep,Physical Activit
 259,Female,45,Teacher,6.6,7,45,4,Overweight,135/90,65,6000,Insomnia
 260,Female,45,Teacher,6.6,7,45,4,Overweight,135/90,65,6000,Insomnia
 261,Female,45,Teacher,6.6,7,45,4,Overweight,135/90,65,6000,Insomnia
-262,Female,45,Teacher,6.6,7,45,4,Overweight,135/90,65,6000,
-263,Female,45,Teacher,6.6,7,45,4,Overweight,135/90,65,6000,
-264,Female,45,Manager,6.9,7,55,5,Overweight,125/82,75,5500,
+262,Female,45,Teacher,6.6,7,45,4,Overweight,135/90,65,6000,No Disorder
+263,Female,45,Teacher,6.6,7,45,4,Overweight,135/90,65,6000,No Disorder
+264,Female,45,Manager,6.9,7,55,5,Overweight,125/82,75,5500,No Disorder
 265,Male,48,Doctor,7.3,7,65,5,Obese,142/92,83,3500,Insomnia
 266,Female,48,Nurse,5.9,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
 267,Male,48,Doctor,7.3,7,65,5,Obese,142/92,83,3500,Insomnia
-268,Female,49,Nurse,6.2,6,90,8,Overweight,140/95,75,10000,
+268,Female,49,Nurse,6.2,6,90,8,Overweight,140/95,75,10000,No Disorder
 269,Female,49,Nurse,6.0,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
 271,Female,49,Nurse,6.1,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
 272,Female,49,Nurse,6.1,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
@@ -223,8 +223,8 @@ Person ID,Gender,Age,Occupation,Sleep Duration,Quality of Sleep,Physical Activit
 276,Female,49,Nurse,6.2,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
 277,Male,49,Doctor,8.1,9,85,3,Obese,139/91,86,3700,Sleep Apnea
 278,Male,49,Doctor,8.1,9,85,3,Obese,139/91,86,3700,Sleep Apnea
-280,Female,50,Engineer,8.3,9,30,3,Normal,125/80,65,5000,
-281,Female,50,Nurse,6.0,6,90,8,Overweight,140/95,75,10000,
+280,Female,50,Engineer,8.3,9,30,3,Normal,125/80,65,5000,No Disorder
+281,Female,50,Nurse,6.0,6,90,8,Overweight,140/95,75,10000,No Disorder
 282,Female,50,Nurse,6.1,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
 283,Female,50,Nurse,6.0,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
 284,Female,50,Nurse,6.0,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
@@ -240,10 +240,10 @@ Person ID,Gender,Age,Occupation,Sleep Duration,Quality of Sleep,Physical Activit
 296,Female,50,Nurse,6.0,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
 297,Female,50,Nurse,6.1,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
 298,Female,50,Nurse,6.1,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
-299,Female,51,Engineer,8.5,9,30,3,Normal,125/80,65,5000,
-300,Female,51,Engineer,8.5,9,30,3,Normal,125/80,65,5000,
-301,Female,51,Engineer,8.5,9,30,3,Normal,125/80,65,5000,
-302,Female,51,Engineer,8.5,9,30,3,Normal,125/80,65,5000,
+299,Female,51,Engineer,8.5,9,30,3,Normal,125/80,65,5000,No Disorder
+300,Female,51,Engineer,8.5,9,30,3,Normal,125/80,65,5000,No Disorder
+301,Female,51,Engineer,8.5,9,30,3,Normal,125/80,65,5000,No Disorder
+302,Female,51,Engineer,8.5,9,30,3,Normal,125/80,65,5000,No Disorder
 304,Female,51,Nurse,6.0,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
 305,Female,51,Nurse,6.1,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
 306,Female,51,Nurse,6.1,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
@@ -252,30 +252,30 @@ Person ID,Gender,Age,Occupation,Sleep Duration,Quality of Sleep,Physical Activit
 310,Female,52,Accountant,6.6,7,45,7,Overweight,130/85,72,6000,Insomnia
 311,Female,52,Accountant,6.6,7,45,7,Overweight,130/85,72,6000,Insomnia
 312,Female,52,Accountant,6.6,7,45,7,Overweight,130/85,72,6000,Insomnia
-314,Female,52,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
+314,Female,52,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
 316,Female,53,Engineer,8.3,9,30,3,Normal,125/80,65,5000,Insomnia
-317,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,
-318,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,
-319,Female,53,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
-320,Female,53,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
-321,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,
-322,Female,53,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
-323,Female,53,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
-324,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,
-326,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,
-327,Female,53,Engineer,8.3,9,30,3,Normal,125/80,65,5000,
-329,Female,53,Engineer,8.3,9,30,3,Normal,125/80,65,5000,
-330,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,
-332,Female,53,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
-333,Female,54,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
-334,Female,54,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
-335,Female,54,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
-336,Female,54,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
-338,Female,54,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
-339,Female,54,Engineer,8.5,9,30,3,Normal,125/80,65,5000,
+317,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,No Disorder
+318,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,No Disorder
+319,Female,53,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
+320,Female,53,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
+321,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,No Disorder
+322,Female,53,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
+323,Female,53,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
+324,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,No Disorder
+326,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,No Disorder
+327,Female,53,Engineer,8.3,9,30,3,Normal,125/80,65,5000,No Disorder
+329,Female,53,Engineer,8.3,9,30,3,Normal,125/80,65,5000,No Disorder
+330,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,No Disorder
+332,Female,53,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
+333,Female,54,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
+334,Female,54,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
+335,Female,54,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
+336,Female,54,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
+338,Female,54,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
+339,Female,54,Engineer,8.5,9,30,3,Normal,125/80,65,5000,No Disorder
 340,Female,55,Nurse,8.1,9,75,4,Overweight,140/95,72,5000,Sleep Apnea
-343,Female,56,Doctor,8.2,9,90,3,Normal Weight,118/75,65,10000,
-344,Female,57,Nurse,8.1,9,75,3,Overweight,140/95,68,7000,
+343,Female,56,Doctor,8.2,9,90,3,Normal Weight,118/75,65,10000,No Disorder
+344,Female,57,Nurse,8.1,9,75,3,Overweight,140/95,68,7000,No Disorder
 345,Female,57,Nurse,8.2,9,75,3,Overweight,140/95,68,7000,Sleep Apnea
 346,Female,57,Nurse,8.2,9,75,3,Overweight,140/95,68,7000,Sleep Apnea
 349,Female,57,Nurse,8.2,9,75,3,Overweight,140/95,68,7000,Sleep Apnea
@@ -285,8 +285,8 @@ Person ID,Gender,Age,Occupation,Sleep Duration,Quality of Sleep,Physical Activit
 355,Female,58,Nurse,8.0,9,75,3,Overweight,140/95,68,7000,Sleep Apnea
 356,Female,58,Nurse,8.0,9,75,3,Overweight,140/95,68,7000,Sleep Apnea
 357,Female,58,Nurse,8.0,9,75,3,Overweight,140/95,68,7000,Sleep Apnea
-359,Female,59,Nurse,8.0,9,75,3,Overweight,140/95,68,7000,
-360,Female,59,Nurse,8.1,9,75,3,Overweight,140/95,68,7000,
+359,Female,59,Nurse,8.0,9,75,3,Overweight,140/95,68,7000,No Disorder
+360,Female,59,Nurse,8.1,9,75,3,Overweight,140/95,68,7000,No Disorder
 361,Female,59,Nurse,8.2,9,75,3,Overweight,140/95,68,7000,Sleep Apnea
 362,Female,59,Nurse,8.2,9,75,3,Overweight,140/95,68,7000,Sleep Apnea
 363,Female,59,Nurse,8.2,9,75,3,Overweight,140/95,68,7000,Sleep Apnea
diff --git a/ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_002/info.json b/ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_002/info.json
index ac7f1ad59f059be3648f2769a10128e59277c544..c68a30219902530a9154e48d4957e5bb70f65c0f 100644
--- a/ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_002/info.json
+++ b/ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_002/info.json
@@ -1,121 +1,122 @@
-{
-    "name": "Sleep Health and Lifestyle Dataset",
-    "source": "https://www.kaggle.com/datasets/uom190346a/sleep-health-and-lifestyle-dataset/data",
-    "data_intro": "The Sleep Health and Lifestyle Dataset comprises 400 rows and 13 columns, covering a wide range of variables related to sleep and daily habits. It includes details such as gender, age, occupation, sleep duration, quality of sleep, physical activity level, stress levels, BMI category, blood pressure, heart rate, daily steps, and the presence or absence of sleep disorders.",
-    "is_splited": false,
-    "overall_size": 374,
-    "train_size": 0,
-    "test_size": 0,
-    "c_classes": 5,
-    "n_classes": 8,
-    "cat_feature_intro": {
-        "Gender": "Gender: The gender of the person (Male/Female).<br>",
-        "Occupation": "Occupation: The occupation or profession of the person.<br>",
-        "BMI Category": "BMI Category: The BMI category of the person (e.g., Underweight, Normal, Overweight).<br>",
-        "Blood Pressure": "Blood Pressure (systolic/diastolic): The blood pressure measurement of the person, indicated as systolic pressure over diastolic pressure.<br>",
-        "Sleep Disorder": "- None: The individual does not exhibit any specific sleep disorder."
-    },
-    "num_feature_intro": {
-        "Person ID": "Person ID: An identifier for each individual.<br>",
-        "Age": "Physical Activity Level (minutes/day): The number of minutes the person engages in physical activity daily.<br>",
-        "Sleep Duration": "Sleep Duration (hours): The number of hours the person sleeps per day.<br>",
-        "Quality of Sleep": "Quality of Sleep (scale: 1-10): A subjective rating of the quality of sleep, ranging from 1 to 10.<br>",
-        "Physical Activity Level": "Physical Activity Level (minutes/day): The number of minutes the person engages in physical activity daily.<br>",
-        "Stress Level": "Stress Level (scale: 1-10): A subjective rating of the stress level experienced by the person, ranging from 1 to 10.<br>",
-        "Heart Rate": "Heart Rate (bpm): The resting heart rate of the person in beats per minute.<br>",
-        "Daily Steps": "Daily Steps: The number of steps the person takes per day.<br>"
-    },
-    "evaluation_metric": null,
-    "task_type": "classification",
-    "target": "Sleep Disorder",
-    "num_feature_value": {
-        "Age": [
-            27.0,
-            59.0
-        ],
-        "Daily Steps": [
-            3000.0,
-            10000.0
-        ],
-        "Heart Rate": [
-            65.0,
-            86.0
-        ],
-        "Person ID": [
-            1.0,
-            374.0
-        ],
-        "Physical Activity Level": [
-            30.0,
-            90.0
-        ],
-        "Quality of Sleep": [
-            4.0,
-            9.0
-        ],
-        "Sleep Duration": [
-            5.8,
-            8.5
-        ],
-        "Stress Level": [
-            3.0,
-            8.0
-        ]
-    },
-    "cat_feature_value": {
-        "BMI Category": [
-            "Normal",
-            "Normal Weight",
-            "Obese",
-            "Overweight"
-        ],
-        "Blood Pressure": [
-            "115/75",
-            "115/78",
-            "117/76",
-            "118/75",
-            "118/76",
-            "119/77",
-            "120/80",
-            "121/79",
-            "122/80",
-            "125/80",
-            "125/82",
-            "126/83",
-            "128/84",
-            "128/85",
-            "129/84",
-            "130/85",
-            "130/86",
-            "131/86",
-            "132/87",
-            "135/88",
-            "135/90",
-            "139/91",
-            "140/90",
-            "140/95",
-            "142/92"
-        ],
-        "Gender": [
-            "Female",
-            "Male"
-        ],
-        "Occupation": [
-            "Accountant",
-            "Doctor",
-            "Engineer",
-            "Lawyer",
-            "Manager",
-            "Nurse",
-            "Sales Representative",
-            "Salesperson",
-            "Scientist",
-            "Software Engineer",
-            "Teacher"
-        ],
-        "Sleep Disorder": [
-            "Insomnia",
-            "Sleep Apnea"
-        ]
-    }
-}
\ No newline at end of file
+{
+  "name": "Sleep Health and Lifestyle Dataset",
+  "source": "https://www.kaggle.com/datasets/uom190346a/sleep-health-and-lifestyle-dataset/data",
+  "data_intro": "The Sleep Health and Lifestyle Dataset comprises 400 rows and 13 columns, covering a wide range of variables related to sleep and daily habits. It includes details such as gender, age, occupation, sleep duration, quality of sleep, physical activity level, stress levels, BMI category, blood pressure, heart rate, daily steps, and the presence or absence of sleep disorders.",
+  "is_splited": false,
+  "overall_size": 374,
+  "train_size": 0,
+  "test_size": 0,
+  "c_classes": 5,
+  "n_classes": 8,
+  "cat_feature_intro": {
+    "Gender": "Gender: The gender of the person (Male/Female).<br>",
+    "Occupation": "Occupation: The occupation or profession of the person.<br>",
+    "BMI Category": "BMI Category: The BMI category of the person (e.g., Underweight, Normal, Overweight).<br>",
+    "Blood Pressure": "Blood Pressure (systolic/diastolic): The blood pressure measurement of the person, indicated as systolic pressure over diastolic pressure.<br>",
+    "Sleep Disorder": "Sleep disorder category: No Disorder, Insomnia, or Sleep Apnea."
+  },
+  "num_feature_intro": {
+    "Person ID": "Person ID: An identifier for each individual.<br>",
+    "Age": "Physical Activity Level (minutes/day): The number of minutes the person engages in physical activity daily.<br>",
+    "Sleep Duration": "Sleep Duration (hours): The number of hours the person sleeps per day.<br>",
+    "Quality of Sleep": "Quality of Sleep (scale: 1-10): A subjective rating of the quality of sleep, ranging from 1 to 10.<br>",
+    "Physical Activity Level": "Physical Activity Level (minutes/day): The number of minutes the person engages in physical activity daily.<br>",
+    "Stress Level": "Stress Level (scale: 1-10): A subjective rating of the stress level experienced by the person, ranging from 1 to 10.<br>",
+    "Heart Rate": "Heart Rate (bpm): The resting heart rate of the person in beats per minute.<br>",
+    "Daily Steps": "Daily Steps: The number of steps the person takes per day.<br>"
+  },
+  "evaluation_metric": null,
+  "task_type": "classification",
+  "target": "Sleep Disorder",
+  "num_feature_value": {
+    "Age": [
+      27.0,
+      59.0
+    ],
+    "Daily Steps": [
+      3000.0,
+      10000.0
+    ],
+    "Heart Rate": [
+      65.0,
+      86.0
+    ],
+    "Person ID": [
+      1.0,
+      374.0
+    ],
+    "Physical Activity Level": [
+      30.0,
+      90.0
+    ],
+    "Quality of Sleep": [
+      4.0,
+      9.0
+    ],
+    "Sleep Duration": [
+      5.8,
+      8.5
+    ],
+    "Stress Level": [
+      3.0,
+      8.0
+    ]
+  },
+  "cat_feature_value": {
+    "BMI Category": [
+      "Normal",
+      "Normal Weight",
+      "Obese",
+      "Overweight"
+    ],
+    "Blood Pressure": [
+      "115/75",
+      "115/78",
+      "117/76",
+      "118/75",
+      "118/76",
+      "119/77",
+      "120/80",
+      "121/79",
+      "122/80",
+      "125/80",
+      "125/82",
+      "126/83",
+      "128/84",
+      "128/85",
+      "129/84",
+      "130/85",
+      "130/86",
+      "131/86",
+      "132/87",
+      "135/88",
+      "135/90",
+      "139/91",
+      "140/90",
+      "140/95",
+      "142/92"
+    ],
+    "Gender": [
+      "Female",
+      "Male"
+    ],
+    "Occupation": [
+      "Accountant",
+      "Doctor",
+      "Engineer",
+      "Lawyer",
+      "Manager",
+      "Nurse",
+      "Sales Representative",
+      "Salesperson",
+      "Scientist",
+      "Software Engineer",
+      "Teacher"
+    ],
+    "Sleep Disorder": [
+      "Insomnia",
+      "No Disorder",
+      "Sleep Apnea"
+    ]
+  }
+}
diff --git a/ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_003/Sleep_Health_and_Lifestyle_Dataset_B4_003_current.json b/ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_003/Sleep_Health_and_Lifestyle_Dataset_B4_003_current.json
index b068f61eacb16cd3e6f63401e3459ffeb882ad4e..61a9a3495ed6f3a0db866c8b5931c0cbd8d5c4a3 100644
--- a/ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_003/Sleep_Health_and_Lifestyle_Dataset_B4_003_current.json
+++ b/ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_003/Sleep_Health_and_Lifestyle_Dataset_B4_003_current.json
@@ -1,1375 +1,1375 @@
 {
-    "id": "003",
-    "task_type": "B4",
-    "subtask_type": "list",
-    "perspective": "data_holder",
-    "dataset_name": "Sleep Health and Lifestyle Dataset",
-    "table_path": "output/Sleep Health and Lifestyle Dataset_B4/Sleep Health and Lifestyle Dataset_B4_003/test.csv",
-    "query": "Using the previous case histories I’ve shared, scan the latest group of employee health screenings. Identify all staff members who appear to be suffering from insomnia, as indicated by the patterns in our past logs.",
-    "meta_info": {
-        "domain": "medical"
+  "id": "003",
+  "task_type": "B4",
+  "subtask_type": "list",
+  "perspective": "data_holder",
+  "dataset_name": "Sleep Health and Lifestyle Dataset",
+  "table_path": "output/Sleep Health and Lifestyle Dataset_B4/Sleep Health and Lifestyle Dataset_B4_003/test.csv",
+  "query": "Using the previous case histories I’ve shared, scan the latest group of employee health screenings. Identify all staff members who appear to be suffering from insomnia, as indicated by the patterns in our past logs.",
+  "meta_info": {
+    "domain": "medical"
+  },
+  "final_decision": {},
+  "what_if": {},
+  "ground_truth": {
+    "extracted_features": [
+      {
+        "scenario_id": "001",
+        "features": {
+          "Person ID": 312,
+          "Gender": "Female",
+          "Age": 52,
+          "Occupation": "Accountant",
+          "Sleep Duration": 6.6,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 45,
+          "Stress Level": 7,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 72,
+          "Daily Steps": 6000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "002",
+        "features": {
+          "Person ID": 349,
+          "Gender": "Female",
+          "Age": 57,
+          "Occupation": "Nurse",
+          "Sleep Duration": 8.2,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 75,
+          "Stress Level": 3,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "140/95",
+          "Heart Rate": 68,
+          "Daily Steps": 7000,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "003",
+        "features": {
+          "Person ID": 74,
+          "Gender": "Male",
+          "Age": 33,
+          "Occupation": "Doctor",
+          "Sleep Duration": 6.1,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 30,
+          "Stress Level": 8,
+          "BMI Category": "Normal",
+          "Blood Pressure": "125/80",
+          "Heart Rate": 72,
+          "Daily Steps": 5000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "004",
+        "features": {
+          "Person ID": 12,
+          "Gender": "Male",
+          "Age": 29,
+          "Occupation": "Doctor",
+          "Sleep Duration": 7.8,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 75,
+          "Stress Level": 6,
+          "BMI Category": "Normal",
+          "Blood Pressure": "120/80",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "005",
+        "features": {
+          "Person ID": 171,
+          "Gender": "Male",
+          "Age": 41,
+          "Occupation": "Lawyer",
+          "Sleep Duration": 7.7,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 90,
+          "Stress Level": 5,
+          "BMI Category": "Normal",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "006",
+        "features": {
+          "Person ID": 299,
+          "Gender": "Female",
+          "Age": 51,
+          "Occupation": "Engineer",
+          "Sleep Duration": 8.5,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 30,
+          "Stress Level": 3,
+          "BMI Category": "Normal",
+          "Blood Pressure": "125/80",
+          "Heart Rate": 65,
+          "Daily Steps": 5000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "007",
+        "features": {
+          "Person ID": 359,
+          "Gender": "Female",
+          "Age": 59,
+          "Occupation": "Nurse",
+          "Sleep Duration": 8.0,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 75,
+          "Stress Level": 3,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "140/95",
+          "Heart Rate": 68,
+          "Daily Steps": 7000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "008",
+        "features": {
+          "Person ID": 292,
+          "Gender": "Female",
+          "Age": 50,
+          "Occupation": "Nurse",
+          "Sleep Duration": 6.1,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 90,
+          "Stress Level": 8,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "140/95",
+          "Heart Rate": 75,
+          "Daily Steps": 10000,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "009",
+        "features": {
+          "Person ID": 257,
+          "Gender": "Female",
+          "Age": 45,
+          "Occupation": "Teacher",
+          "Sleep Duration": 6.6,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 45,
+          "Stress Level": 4,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "135/90",
+          "Heart Rate": 65,
+          "Daily Steps": 6000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "010",
+        "features": {
+          "Person ID": 90,
+          "Gender": "Male",
+          "Age": 35,
+          "Occupation": "Engineer",
+          "Sleep Duration": 7.3,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 60,
+          "Stress Level": 4,
+          "BMI Category": "Normal",
+          "Blood Pressure": "125/80",
+          "Heart Rate": 65,
+          "Daily Steps": 5000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "011",
+        "features": {
+          "Person ID": 276,
+          "Gender": "Female",
+          "Age": 49,
+          "Occupation": "Nurse",
+          "Sleep Duration": 6.2,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 90,
+          "Stress Level": 8,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "140/95",
+          "Heart Rate": 75,
+          "Daily Steps": 10000,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "012",
+        "features": {
+          "Person ID": 50,
+          "Gender": "Male",
+          "Age": 31,
+          "Occupation": "Doctor",
+          "Sleep Duration": 7.7,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 75,
+          "Stress Level": 6,
+          "BMI Category": "Normal",
+          "Blood Pressure": "120/80",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "013",
+        "features": {
+          "Person ID": 211,
+          "Gender": "Male",
+          "Age": 43,
+          "Occupation": "Engineer",
+          "Sleep Duration": 7.7,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 90,
+          "Stress Level": 5,
+          "BMI Category": "Normal",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "014",
+        "features": {
+          "Person ID": 364,
+          "Gender": "Female",
+          "Age": 59,
+          "Occupation": "Nurse",
+          "Sleep Duration": 8.2,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 75,
+          "Stress Level": 3,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "140/95",
+          "Heart Rate": 68,
+          "Daily Steps": 7000,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "015",
+        "features": {
+          "Person ID": 278,
+          "Gender": "Male",
+          "Age": 49,
+          "Occupation": "Doctor",
+          "Sleep Duration": 8.1,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 85,
+          "Stress Level": 3,
+          "BMI Category": "Obese",
+          "Blood Pressure": "139/91",
+          "Heart Rate": 86,
+          "Daily Steps": 3700,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "016",
+        "features": {
+          "Person ID": 128,
+          "Gender": "Female",
+          "Age": 38,
+          "Occupation": "Accountant",
+          "Sleep Duration": 7.1,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 60,
+          "Stress Level": 4,
+          "BMI Category": "Normal",
+          "Blood Pressure": "115/75",
+          "Heart Rate": 68,
+          "Daily Steps": 7000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "017",
+        "features": {
+          "Person ID": 91,
+          "Gender": "Male",
+          "Age": 35,
+          "Occupation": "Engineer",
+          "Sleep Duration": 7.3,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 60,
+          "Stress Level": 4,
+          "BMI Category": "Normal",
+          "Blood Pressure": "125/80",
+          "Heart Rate": 65,
+          "Daily Steps": 5000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "018",
+        "features": {
+          "Person ID": 315,
+          "Gender": "Female",
+          "Age": 52,
+          "Occupation": "Engineer",
+          "Sleep Duration": 8.4,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 30,
+          "Stress Level": 3,
+          "BMI Category": "Normal",
+          "Blood Pressure": "125/80",
+          "Heart Rate": 65,
+          "Daily Steps": 5000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "019",
+        "features": {
+          "Person ID": 254,
+          "Gender": "Female",
+          "Age": 45,
+          "Occupation": "Teacher",
+          "Sleep Duration": 6.5,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 45,
+          "Stress Level": 4,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "135/90",
+          "Heart Rate": 65,
+          "Daily Steps": 6000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "020",
+        "features": {
+          "Person ID": 98,
+          "Gender": "Female",
+          "Age": 36,
+          "Occupation": "Accountant",
+          "Sleep Duration": 7.1,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 60,
+          "Stress Level": 4,
+          "BMI Category": "Normal",
+          "Blood Pressure": "115/75",
+          "Heart Rate": 68,
+          "Daily Steps": 7000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "021",
+        "features": {
+          "Person ID": 31,
+          "Gender": "Female",
+          "Age": 30,
+          "Occupation": "Nurse",
+          "Sleep Duration": 6.4,
+          "Quality of Sleep": 5,
+          "Physical Activity Level": 35,
+          "Stress Level": 7,
+          "BMI Category": "Normal Weight",
+          "Blood Pressure": "130/86",
+          "Heart Rate": 78,
+          "Daily Steps": 4100,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "022",
+        "features": {
+          "Person ID": 133,
+          "Gender": "Male",
+          "Age": 38,
+          "Occupation": "Lawyer",
+          "Sleep Duration": 7.3,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 60,
+          "Stress Level": 5,
+          "BMI Category": "Normal",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 68,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "023",
+        "features": {
+          "Person ID": 141,
+          "Gender": "Female",
+          "Age": 38,
+          "Occupation": "Accountant",
+          "Sleep Duration": 7.1,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 60,
+          "Stress Level": 4,
+          "BMI Category": "Normal",
+          "Blood Pressure": "115/75",
+          "Heart Rate": 68,
+          "Daily Steps": 7000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "024",
+        "features": {
+          "Person ID": 46,
+          "Gender": "Male",
+          "Age": 31,
+          "Occupation": "Doctor",
+          "Sleep Duration": 7.8,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 75,
+          "Stress Level": 6,
+          "BMI Category": "Normal",
+          "Blood Pressure": "120/80",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "025",
+        "features": {
+          "Person ID": 162,
+          "Gender": "Female",
+          "Age": 40,
+          "Occupation": "Accountant",
+          "Sleep Duration": 7.2,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 55,
+          "Stress Level": 6,
+          "BMI Category": "Normal Weight",
+          "Blood Pressure": "119/77",
+          "Heart Rate": 73,
+          "Daily Steps": 7300,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "026",
+        "features": {
+          "Person ID": 218,
+          "Gender": "Male",
+          "Age": 43,
+          "Occupation": "Engineer",
+          "Sleep Duration": 7.8,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 90,
+          "Stress Level": 5,
+          "BMI Category": "Normal",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "027",
+        "features": {
+          "Person ID": 142,
+          "Gender": "Male",
+          "Age": 38,
+          "Occupation": "Lawyer",
+          "Sleep Duration": 7.1,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 60,
+          "Stress Level": 5,
+          "BMI Category": "Normal",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 68,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "028",
+        "features": {
+          "Person ID": 307,
+          "Gender": "Female",
+          "Age": 52,
+          "Occupation": "Accountant",
+          "Sleep Duration": 6.5,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 45,
+          "Stress Level": 7,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 72,
+          "Daily Steps": 6000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "029",
+        "features": {
+          "Person ID": 209,
+          "Gender": "Male",
+          "Age": 43,
+          "Occupation": "Engineer",
+          "Sleep Duration": 7.7,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 90,
+          "Stress Level": 5,
+          "BMI Category": "Normal",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "030",
+        "features": {
+          "Person ID": 174,
+          "Gender": "Male",
+          "Age": 41,
+          "Occupation": "Lawyer",
+          "Sleep Duration": 7.7,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 90,
+          "Stress Level": 5,
+          "BMI Category": "Normal",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "031",
+        "features": {
+          "Person ID": 219,
+          "Gender": "Male",
+          "Age": 43,
+          "Occupation": "Engineer",
+          "Sleep Duration": 7.8,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 90,
+          "Stress Level": 5,
+          "BMI Category": "Normal",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "032",
+        "features": {
+          "Person ID": 228,
+          "Gender": "Male",
+          "Age": 44,
+          "Occupation": "Salesperson",
+          "Sleep Duration": 6.3,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 45,
+          "Stress Level": 7,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 72,
+          "Daily Steps": 6000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "033",
+        "features": {
+          "Person ID": 62,
+          "Gender": "Male",
+          "Age": 32,
+          "Occupation": "Doctor",
+          "Sleep Duration": 6.0,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 30,
+          "Stress Level": 8,
+          "BMI Category": "Normal",
+          "Blood Pressure": "125/80",
+          "Heart Rate": 72,
+          "Daily Steps": 5000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "034",
+        "features": {
+          "Person ID": 237,
+          "Gender": "Male",
+          "Age": 44,
+          "Occupation": "Salesperson",
+          "Sleep Duration": 6.4,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 45,
+          "Stress Level": 7,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 72,
+          "Daily Steps": 6000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "035",
+        "features": {
+          "Person ID": 325,
+          "Gender": "Female",
+          "Age": 53,
+          "Occupation": "Engineer",
+          "Sleep Duration": 8.3,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 30,
+          "Stress Level": 3,
+          "BMI Category": "Normal",
+          "Blood Pressure": "125/80",
+          "Heart Rate": 65,
+          "Daily Steps": 5000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "036",
+        "features": {
+          "Person ID": 126,
+          "Gender": "Female",
+          "Age": 37,
+          "Occupation": "Nurse",
+          "Sleep Duration": 7.5,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 60,
+          "Stress Level": 4,
+          "BMI Category": "Normal Weight",
+          "Blood Pressure": "120/80",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "037",
+        "features": {
+          "Person ID": 173,
+          "Gender": "Male",
+          "Age": 41,
+          "Occupation": "Lawyer",
+          "Sleep Duration": 7.7,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 90,
+          "Stress Level": 5,
+          "BMI Category": "Normal",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "038",
+        "features": {
+          "Person ID": 195,
+          "Gender": "Male",
+          "Age": 43,
+          "Occupation": "Salesperson",
+          "Sleep Duration": 6.5,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 45,
+          "Stress Level": 7,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 72,
+          "Daily Steps": 6000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "039",
+        "features": {
+          "Person ID": 68,
+          "Gender": "Male",
+          "Age": 33,
+          "Occupation": "Doctor",
+          "Sleep Duration": 6.0,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 30,
+          "Stress Level": 8,
+          "BMI Category": "Normal",
+          "Blood Pressure": "125/80",
+          "Heart Rate": 72,
+          "Daily Steps": 5000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "040",
+        "features": {
+          "Person ID": 371,
+          "Gender": "Female",
+          "Age": 59,
+          "Occupation": "Nurse",
+          "Sleep Duration": 8.0,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 75,
+          "Stress Level": 3,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "140/95",
+          "Heart Rate": 68,
+          "Daily Steps": 7000,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "041",
+        "features": {
+          "Person ID": 170,
+          "Gender": "Male",
+          "Age": 41,
+          "Occupation": "Lawyer",
+          "Sleep Duration": 7.7,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 90,
+          "Stress Level": 5,
+          "BMI Category": "Normal",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "042",
+        "features": {
+          "Person ID": 187,
+          "Gender": "Female",
+          "Age": 43,
+          "Occupation": "Teacher",
+          "Sleep Duration": 6.7,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 45,
+          "Stress Level": 4,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "135/90",
+          "Heart Rate": 65,
+          "Daily Steps": 6000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "043",
+        "features": {
+          "Person ID": 318,
+          "Gender": "Female",
+          "Age": 53,
+          "Occupation": "Engineer",
+          "Sleep Duration": 8.5,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 30,
+          "Stress Level": 3,
+          "BMI Category": "Normal",
+          "Blood Pressure": "125/80",
+          "Heart Rate": 65,
+          "Daily Steps": 5000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "044",
+        "features": {
+          "Person ID": 37,
+          "Gender": "Male",
+          "Age": 31,
+          "Occupation": "Doctor",
+          "Sleep Duration": 6.1,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 30,
+          "Stress Level": 8,
+          "BMI Category": "Normal",
+          "Blood Pressure": "125/80",
+          "Heart Rate": 72,
+          "Daily Steps": 5000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "045",
+        "features": {
+          "Person ID": 20,
+          "Gender": "Male",
+          "Age": 30,
+          "Occupation": "Doctor",
+          "Sleep Duration": 7.6,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 75,
+          "Stress Level": 6,
+          "BMI Category": "Normal",
+          "Blood Pressure": "120/80",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "046",
+        "features": {
+          "Person ID": 97,
+          "Gender": "Female",
+          "Age": 36,
+          "Occupation": "Accountant",
+          "Sleep Duration": 7.2,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 60,
+          "Stress Level": 4,
+          "BMI Category": "Normal",
+          "Blood Pressure": "115/75",
+          "Heart Rate": 68,
+          "Daily Steps": 7000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "047",
+        "features": {
+          "Person ID": 105,
+          "Gender": "Female",
+          "Age": 36,
+          "Occupation": "Teacher",
+          "Sleep Duration": 7.2,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 60,
+          "Stress Level": 4,
+          "BMI Category": "Normal",
+          "Blood Pressure": "115/75",
+          "Heart Rate": 68,
+          "Daily Steps": 7000,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "048",
+        "features": {
+          "Person ID": 27,
+          "Gender": "Male",
+          "Age": 30,
+          "Occupation": "Doctor",
+          "Sleep Duration": 7.8,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 75,
+          "Stress Level": 6,
+          "BMI Category": "Normal",
+          "Blood Pressure": "120/80",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "049",
+        "features": {
+          "Person ID": 167,
+          "Gender": "Male",
+          "Age": 41,
+          "Occupation": "Engineer",
+          "Sleep Duration": 7.3,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 70,
+          "Stress Level": 6,
+          "BMI Category": "Normal Weight",
+          "Blood Pressure": "121/79",
+          "Heart Rate": 72,
+          "Daily Steps": 6200,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "050",
+        "features": {
+          "Person ID": 273,
+          "Gender": "Female",
+          "Age": 49,
+          "Occupation": "Nurse",
+          "Sleep Duration": 6.1,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 90,
+          "Stress Level": 8,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "140/95",
+          "Heart Rate": 75,
+          "Daily Steps": 10000,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "051",
+        "features": {
+          "Person ID": 366,
+          "Gender": "Female",
+          "Age": 59,
+          "Occupation": "Nurse",
+          "Sleep Duration": 8.0,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 75,
+          "Stress Level": 3,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "140/95",
+          "Heart Rate": 68,
+          "Daily Steps": 7000,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "052",
+        "features": {
+          "Person ID": 326,
+          "Gender": "Female",
+          "Age": 53,
+          "Occupation": "Engineer",
+          "Sleep Duration": 8.5,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 30,
+          "Stress Level": 3,
+          "BMI Category": "Normal",
+          "Blood Pressure": "125/80",
+          "Heart Rate": 65,
+          "Daily Steps": 5000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "053",
+        "features": {
+          "Person ID": 203,
+          "Gender": "Male",
+          "Age": 43,
+          "Occupation": "Engineer",
+          "Sleep Duration": 7.8,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 90,
+          "Stress Level": 5,
+          "BMI Category": "Normal",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "054",
+        "features": {
+          "Person ID": 193,
+          "Gender": "Male",
+          "Age": 43,
+          "Occupation": "Salesperson",
+          "Sleep Duration": 6.5,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 45,
+          "Stress Level": 7,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 72,
+          "Daily Steps": 6000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "055",
+        "features": {
+          "Person ID": 369,
+          "Gender": "Female",
+          "Age": 59,
+          "Occupation": "Nurse",
+          "Sleep Duration": 8.1,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 75,
+          "Stress Level": 3,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "140/95",
+          "Heart Rate": 68,
+          "Daily Steps": 7000,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "056",
+        "features": {
+          "Person ID": 150,
+          "Gender": "Female",
+          "Age": 39,
+          "Occupation": "Accountant",
+          "Sleep Duration": 8.0,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 80,
+          "Stress Level": 3,
+          "BMI Category": "Normal Weight",
+          "Blood Pressure": "115/78",
+          "Heart Rate": 67,
+          "Daily Steps": 7500,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "057",
+        "features": {
+          "Person ID": 250,
+          "Gender": "Male",
+          "Age": 44,
+          "Occupation": "Salesperson",
+          "Sleep Duration": 6.5,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 45,
+          "Stress Level": 7,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 72,
+          "Daily Steps": 6000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "058",
+        "features": {
+          "Person ID": 53,
+          "Gender": "Male",
+          "Age": 32,
+          "Occupation": "Doctor",
+          "Sleep Duration": 6.0,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 30,
+          "Stress Level": 8,
+          "BMI Category": "Normal",
+          "Blood Pressure": "125/80",
+          "Heart Rate": 72,
+          "Daily Steps": 5000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "059",
+        "features": {
+          "Person ID": 143,
+          "Gender": "Female",
+          "Age": 38,
+          "Occupation": "Accountant",
+          "Sleep Duration": 7.1,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 60,
+          "Stress Level": 4,
+          "BMI Category": "Normal",
+          "Blood Pressure": "115/75",
+          "Heart Rate": 68,
+          "Daily Steps": 7000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "060",
+        "features": {
+          "Person ID": 317,
+          "Gender": "Female",
+          "Age": 53,
+          "Occupation": "Engineer",
+          "Sleep Duration": 8.5,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 30,
+          "Stress Level": 3,
+          "BMI Category": "Normal",
+          "Blood Pressure": "125/80",
+          "Heart Rate": 65,
+          "Daily Steps": 5000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "061",
+        "features": {
+          "Person ID": 186,
+          "Gender": "Female",
+          "Age": 42,
+          "Occupation": "Teacher",
+          "Sleep Duration": 6.8,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 45,
+          "Stress Level": 7,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 78,
+          "Daily Steps": 5000,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "062",
+        "features": {
+          "Person ID": 331,
+          "Gender": "Female",
+          "Age": 53,
+          "Occupation": "Engineer",
+          "Sleep Duration": 8.5,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 30,
+          "Stress Level": 3,
+          "BMI Category": "Normal",
+          "Blood Pressure": "125/80",
+          "Heart Rate": 65,
+          "Daily Steps": 5000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "063",
+        "features": {
+          "Person ID": 314,
+          "Gender": "Female",
+          "Age": 52,
+          "Occupation": "Engineer",
+          "Sleep Duration": 8.4,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 30,
+          "Stress Level": 3,
+          "BMI Category": "Normal",
+          "Blood Pressure": "125/80",
+          "Heart Rate": 65,
+          "Daily Steps": 5000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "064",
+        "features": {
+          "Person ID": 238,
+          "Gender": "Female",
+          "Age": 44,
+          "Occupation": "Teacher",
+          "Sleep Duration": 6.5,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 45,
+          "Stress Level": 4,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "135/90",
+          "Heart Rate": 65,
+          "Daily Steps": 6000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "065",
+        "features": {
+          "Person ID": 261,
+          "Gender": "Female",
+          "Age": 45,
+          "Occupation": "Teacher",
+          "Sleep Duration": 6.6,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 45,
+          "Stress Level": 4,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "135/90",
+          "Heart Rate": 65,
+          "Daily Steps": 6000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "066",
+        "features": {
+          "Person ID": 309,
+          "Gender": "Female",
+          "Age": 52,
+          "Occupation": "Accountant",
+          "Sleep Duration": 6.6,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 45,
+          "Stress Level": 7,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 72,
+          "Daily Steps": 6000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "067",
+        "features": {
+          "Person ID": 25,
+          "Gender": "Male",
+          "Age": 30,
+          "Occupation": "Doctor",
+          "Sleep Duration": 7.8,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 75,
+          "Stress Level": 6,
+          "BMI Category": "Normal",
+          "Blood Pressure": "120/80",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "068",
+        "features": {
+          "Person ID": 16,
+          "Gender": "Male",
+          "Age": 29,
+          "Occupation": "Doctor",
+          "Sleep Duration": 6.0,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 30,
+          "Stress Level": 8,
+          "BMI Category": "Normal",
+          "Blood Pressure": "120/80",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "069",
+        "features": {
+          "Person ID": 66,
+          "Gender": "Male",
+          "Age": 32,
+          "Occupation": "Doctor",
+          "Sleep Duration": 6.2,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 30,
+          "Stress Level": 8,
+          "BMI Category": "Normal",
+          "Blood Pressure": "125/80",
+          "Heart Rate": 72,
+          "Daily Steps": 5000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "070",
+        "features": {
+          "Person ID": 35,
+          "Gender": "Male",
+          "Age": 31,
+          "Occupation": "Doctor",
+          "Sleep Duration": 7.7,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 75,
+          "Stress Level": 6,
+          "BMI Category": "Normal",
+          "Blood Pressure": "120/80",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "071",
+        "features": {
+          "Person ID": 191,
+          "Gender": "Female",
+          "Age": 43,
+          "Occupation": "Teacher",
+          "Sleep Duration": 6.7,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 45,
+          "Stress Level": 4,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "135/90",
+          "Heart Rate": 65,
+          "Daily Steps": 6000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "072",
+        "features": {
+          "Person ID": 146,
+          "Gender": "Female",
+          "Age": 38,
+          "Occupation": "Lawyer",
+          "Sleep Duration": 7.4,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 60,
+          "Stress Level": 5,
+          "BMI Category": "Obese",
+          "Blood Pressure": "135/88",
+          "Heart Rate": 84,
+          "Daily Steps": 3300,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "073",
+        "features": {
+          "Person ID": 67,
+          "Gender": "Male",
+          "Age": 32,
+          "Occupation": "Accountant",
+          "Sleep Duration": 7.2,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 50,
+          "Stress Level": 6,
+          "BMI Category": "Normal Weight",
+          "Blood Pressure": "118/76",
+          "Heart Rate": 68,
+          "Daily Steps": 7000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "074",
+        "features": {
+          "Person ID": 182,
+          "Gender": "Male",
+          "Age": 42,
+          "Occupation": "Lawyer",
+          "Sleep Duration": 7.8,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 90,
+          "Stress Level": 5,
+          "BMI Category": "Normal",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      }
+    ],
+    "target_column": "Sleep Disorder",
+    "task_sub_type": "classification",
+    "ranking_ground_truth": {
+      "top_k_ids": [
+        "001",
+        "009",
+        "019",
+        "028",
+        "032",
+        "034",
+        "038",
+        "039",
+        "042",
+        "053",
+        "054",
+        "064",
+        "065",
+        "066",
+        "071"
+      ]
     },
-    "final_decision": {},
-    "what_if": {},
-    "ground_truth": {
-        "extracted_features": [
-            {
-                "scenario_id": "001",
-                "features": {
-                    "Person ID": 312,
-                    "Gender": "Female",
-                    "Age": 52,
-                    "Occupation": "Accountant",
-                    "Sleep Duration": 6.6,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 7,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 72,
-                    "Daily Steps": 6000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "002",
-                "features": {
-                    "Person ID": 349,
-                    "Gender": "Female",
-                    "Age": 57,
-                    "Occupation": "Nurse",
-                    "Sleep Duration": 8.2,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 75,
-                    "Stress Level": 3,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "140/95",
-                    "Heart Rate": 68,
-                    "Daily Steps": 7000,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "003",
-                "features": {
-                    "Person ID": 74,
-                    "Gender": "Male",
-                    "Age": 33,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 6.1,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 30,
-                    "Stress Level": 8,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "125/80",
-                    "Heart Rate": 72,
-                    "Daily Steps": 5000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "004",
-                "features": {
-                    "Person ID": 12,
-                    "Gender": "Male",
-                    "Age": 29,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 7.8,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 75,
-                    "Stress Level": 6,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "120/80",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "005",
-                "features": {
-                    "Person ID": 171,
-                    "Gender": "Male",
-                    "Age": 41,
-                    "Occupation": "Lawyer",
-                    "Sleep Duration": 7.7,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 90,
-                    "Stress Level": 5,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "006",
-                "features": {
-                    "Person ID": 299,
-                    "Gender": "Female",
-                    "Age": 51,
-                    "Occupation": "Engineer",
-                    "Sleep Duration": 8.5,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 30,
-                    "Stress Level": 3,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "125/80",
-                    "Heart Rate": 65,
-                    "Daily Steps": 5000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "007",
-                "features": {
-                    "Person ID": 359,
-                    "Gender": "Female",
-                    "Age": 59,
-                    "Occupation": "Nurse",
-                    "Sleep Duration": 8.0,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 75,
-                    "Stress Level": 3,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "140/95",
-                    "Heart Rate": 68,
-                    "Daily Steps": 7000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "008",
-                "features": {
-                    "Person ID": 292,
-                    "Gender": "Female",
-                    "Age": 50,
-                    "Occupation": "Nurse",
-                    "Sleep Duration": 6.1,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 90,
-                    "Stress Level": 8,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "140/95",
-                    "Heart Rate": 75,
-                    "Daily Steps": 10000,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "009",
-                "features": {
-                    "Person ID": 257,
-                    "Gender": "Female",
-                    "Age": 45,
-                    "Occupation": "Teacher",
-                    "Sleep Duration": 6.6,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 4,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "135/90",
-                    "Heart Rate": 65,
-                    "Daily Steps": 6000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "010",
-                "features": {
-                    "Person ID": 90,
-                    "Gender": "Male",
-                    "Age": 35,
-                    "Occupation": "Engineer",
-                    "Sleep Duration": 7.3,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 60,
-                    "Stress Level": 4,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "125/80",
-                    "Heart Rate": 65,
-                    "Daily Steps": 5000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "011",
-                "features": {
-                    "Person ID": 276,
-                    "Gender": "Female",
-                    "Age": 49,
-                    "Occupation": "Nurse",
-                    "Sleep Duration": 6.2,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 90,
-                    "Stress Level": 8,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "140/95",
-                    "Heart Rate": 75,
-                    "Daily Steps": 10000,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "012",
-                "features": {
-                    "Person ID": 50,
-                    "Gender": "Male",
-                    "Age": 31,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 7.7,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 75,
-                    "Stress Level": 6,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "120/80",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "013",
-                "features": {
-                    "Person ID": 211,
-                    "Gender": "Male",
-                    "Age": 43,
-                    "Occupation": "Engineer",
-                    "Sleep Duration": 7.7,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 90,
-                    "Stress Level": 5,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "014",
-                "features": {
-                    "Person ID": 364,
-                    "Gender": "Female",
-                    "Age": 59,
-                    "Occupation": "Nurse",
-                    "Sleep Duration": 8.2,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 75,
-                    "Stress Level": 3,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "140/95",
-                    "Heart Rate": 68,
-                    "Daily Steps": 7000,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "015",
-                "features": {
-                    "Person ID": 278,
-                    "Gender": "Male",
-                    "Age": 49,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 8.1,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 85,
-                    "Stress Level": 3,
-                    "BMI Category": "Obese",
-                    "Blood Pressure": "139/91",
-                    "Heart Rate": 86,
-                    "Daily Steps": 3700,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "016",
-                "features": {
-                    "Person ID": 128,
-                    "Gender": "Female",
-                    "Age": 38,
-                    "Occupation": "Accountant",
-                    "Sleep Duration": 7.1,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 60,
-                    "Stress Level": 4,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "115/75",
-                    "Heart Rate": 68,
-                    "Daily Steps": 7000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "017",
-                "features": {
-                    "Person ID": 91,
-                    "Gender": "Male",
-                    "Age": 35,
-                    "Occupation": "Engineer",
-                    "Sleep Duration": 7.3,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 60,
-                    "Stress Level": 4,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "125/80",
-                    "Heart Rate": 65,
-                    "Daily Steps": 5000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "018",
-                "features": {
-                    "Person ID": 315,
-                    "Gender": "Female",
-                    "Age": 52,
-                    "Occupation": "Engineer",
-                    "Sleep Duration": 8.4,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 30,
-                    "Stress Level": 3,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "125/80",
-                    "Heart Rate": 65,
-                    "Daily Steps": 5000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "019",
-                "features": {
-                    "Person ID": 254,
-                    "Gender": "Female",
-                    "Age": 45,
-                    "Occupation": "Teacher",
-                    "Sleep Duration": 6.5,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 4,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "135/90",
-                    "Heart Rate": 65,
-                    "Daily Steps": 6000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "020",
-                "features": {
-                    "Person ID": 98,
-                    "Gender": "Female",
-                    "Age": 36,
-                    "Occupation": "Accountant",
-                    "Sleep Duration": 7.1,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 60,
-                    "Stress Level": 4,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "115/75",
-                    "Heart Rate": 68,
-                    "Daily Steps": 7000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "021",
-                "features": {
-                    "Person ID": 31,
-                    "Gender": "Female",
-                    "Age": 30,
-                    "Occupation": "Nurse",
-                    "Sleep Duration": 6.4,
-                    "Quality of Sleep": 5,
-                    "Physical Activity Level": 35,
-                    "Stress Level": 7,
-                    "BMI Category": "Normal Weight",
-                    "Blood Pressure": "130/86",
-                    "Heart Rate": 78,
-                    "Daily Steps": 4100,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "022",
-                "features": {
-                    "Person ID": 133,
-                    "Gender": "Male",
-                    "Age": 38,
-                    "Occupation": "Lawyer",
-                    "Sleep Duration": 7.3,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 60,
-                    "Stress Level": 5,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 68,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "023",
-                "features": {
-                    "Person ID": 141,
-                    "Gender": "Female",
-                    "Age": 38,
-                    "Occupation": "Accountant",
-                    "Sleep Duration": 7.1,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 60,
-                    "Stress Level": 4,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "115/75",
-                    "Heart Rate": 68,
-                    "Daily Steps": 7000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "024",
-                "features": {
-                    "Person ID": 46,
-                    "Gender": "Male",
-                    "Age": 31,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 7.8,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 75,
-                    "Stress Level": 6,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "120/80",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "025",
-                "features": {
-                    "Person ID": 162,
-                    "Gender": "Female",
-                    "Age": 40,
-                    "Occupation": "Accountant",
-                    "Sleep Duration": 7.2,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 55,
-                    "Stress Level": 6,
-                    "BMI Category": "Normal Weight",
-                    "Blood Pressure": "119/77",
-                    "Heart Rate": 73,
-                    "Daily Steps": 7300,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "026",
-                "features": {
-                    "Person ID": 218,
-                    "Gender": "Male",
-                    "Age": 43,
-                    "Occupation": "Engineer",
-                    "Sleep Duration": 7.8,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 90,
-                    "Stress Level": 5,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "027",
-                "features": {
-                    "Person ID": 142,
-                    "Gender": "Male",
-                    "Age": 38,
-                    "Occupation": "Lawyer",
-                    "Sleep Duration": 7.1,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 60,
-                    "Stress Level": 5,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 68,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "028",
-                "features": {
-                    "Person ID": 307,
-                    "Gender": "Female",
-                    "Age": 52,
-                    "Occupation": "Accountant",
-                    "Sleep Duration": 6.5,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 7,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 72,
-                    "Daily Steps": 6000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "029",
-                "features": {
-                    "Person ID": 209,
-                    "Gender": "Male",
-                    "Age": 43,
-                    "Occupation": "Engineer",
-                    "Sleep Duration": 7.7,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 90,
-                    "Stress Level": 5,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "030",
-                "features": {
-                    "Person ID": 174,
-                    "Gender": "Male",
-                    "Age": 41,
-                    "Occupation": "Lawyer",
-                    "Sleep Duration": 7.7,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 90,
-                    "Stress Level": 5,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "031",
-                "features": {
-                    "Person ID": 219,
-                    "Gender": "Male",
-                    "Age": 43,
-                    "Occupation": "Engineer",
-                    "Sleep Duration": 7.8,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 90,
-                    "Stress Level": 5,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "032",
-                "features": {
-                    "Person ID": 228,
-                    "Gender": "Male",
-                    "Age": 44,
-                    "Occupation": "Salesperson",
-                    "Sleep Duration": 6.3,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 7,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 72,
-                    "Daily Steps": 6000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "033",
-                "features": {
-                    "Person ID": 62,
-                    "Gender": "Male",
-                    "Age": 32,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 6.0,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 30,
-                    "Stress Level": 8,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "125/80",
-                    "Heart Rate": 72,
-                    "Daily Steps": 5000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "034",
-                "features": {
-                    "Person ID": 237,
-                    "Gender": "Male",
-                    "Age": 44,
-                    "Occupation": "Salesperson",
-                    "Sleep Duration": 6.4,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 7,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 72,
-                    "Daily Steps": 6000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "035",
-                "features": {
-                    "Person ID": 325,
-                    "Gender": "Female",
-                    "Age": 53,
-                    "Occupation": "Engineer",
-                    "Sleep Duration": 8.3,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 30,
-                    "Stress Level": 3,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "125/80",
-                    "Heart Rate": 65,
-                    "Daily Steps": 5000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "036",
-                "features": {
-                    "Person ID": 126,
-                    "Gender": "Female",
-                    "Age": 37,
-                    "Occupation": "Nurse",
-                    "Sleep Duration": 7.5,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 60,
-                    "Stress Level": 4,
-                    "BMI Category": "Normal Weight",
-                    "Blood Pressure": "120/80",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "037",
-                "features": {
-                    "Person ID": 173,
-                    "Gender": "Male",
-                    "Age": 41,
-                    "Occupation": "Lawyer",
-                    "Sleep Duration": 7.7,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 90,
-                    "Stress Level": 5,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "038",
-                "features": {
-                    "Person ID": 195,
-                    "Gender": "Male",
-                    "Age": 43,
-                    "Occupation": "Salesperson",
-                    "Sleep Duration": 6.5,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 7,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 72,
-                    "Daily Steps": 6000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "039",
-                "features": {
-                    "Person ID": 68,
-                    "Gender": "Male",
-                    "Age": 33,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 6.0,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 30,
-                    "Stress Level": 8,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "125/80",
-                    "Heart Rate": 72,
-                    "Daily Steps": 5000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "040",
-                "features": {
-                    "Person ID": 371,
-                    "Gender": "Female",
-                    "Age": 59,
-                    "Occupation": "Nurse",
-                    "Sleep Duration": 8.0,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 75,
-                    "Stress Level": 3,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "140/95",
-                    "Heart Rate": 68,
-                    "Daily Steps": 7000,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "041",
-                "features": {
-                    "Person ID": 170,
-                    "Gender": "Male",
-                    "Age": 41,
-                    "Occupation": "Lawyer",
-                    "Sleep Duration": 7.7,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 90,
-                    "Stress Level": 5,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "042",
-                "features": {
-                    "Person ID": 187,
-                    "Gender": "Female",
-                    "Age": 43,
-                    "Occupation": "Teacher",
-                    "Sleep Duration": 6.7,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 4,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "135/90",
-                    "Heart Rate": 65,
-                    "Daily Steps": 6000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "043",
-                "features": {
-                    "Person ID": 318,
-                    "Gender": "Female",
-                    "Age": 53,
-                    "Occupation": "Engineer",
-                    "Sleep Duration": 8.5,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 30,
-                    "Stress Level": 3,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "125/80",
-                    "Heart Rate": 65,
-                    "Daily Steps": 5000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "044",
-                "features": {
-                    "Person ID": 37,
-                    "Gender": "Male",
-                    "Age": 31,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 6.1,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 30,
-                    "Stress Level": 8,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "125/80",
-                    "Heart Rate": 72,
-                    "Daily Steps": 5000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "045",
-                "features": {
-                    "Person ID": 20,
-                    "Gender": "Male",
-                    "Age": 30,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 7.6,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 75,
-                    "Stress Level": 6,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "120/80",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "046",
-                "features": {
-                    "Person ID": 97,
-                    "Gender": "Female",
-                    "Age": 36,
-                    "Occupation": "Accountant",
-                    "Sleep Duration": 7.2,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 60,
-                    "Stress Level": 4,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "115/75",
-                    "Heart Rate": 68,
-                    "Daily Steps": 7000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "047",
-                "features": {
-                    "Person ID": 105,
-                    "Gender": "Female",
-                    "Age": 36,
-                    "Occupation": "Teacher",
-                    "Sleep Duration": 7.2,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 60,
-                    "Stress Level": 4,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "115/75",
-                    "Heart Rate": 68,
-                    "Daily Steps": 7000,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "048",
-                "features": {
-                    "Person ID": 27,
-                    "Gender": "Male",
-                    "Age": 30,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 7.8,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 75,
-                    "Stress Level": 6,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "120/80",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "049",
-                "features": {
-                    "Person ID": 167,
-                    "Gender": "Male",
-                    "Age": 41,
-                    "Occupation": "Engineer",
-                    "Sleep Duration": 7.3,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 70,
-                    "Stress Level": 6,
-                    "BMI Category": "Normal Weight",
-                    "Blood Pressure": "121/79",
-                    "Heart Rate": 72,
-                    "Daily Steps": 6200,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "050",
-                "features": {
-                    "Person ID": 273,
-                    "Gender": "Female",
-                    "Age": 49,
-                    "Occupation": "Nurse",
-                    "Sleep Duration": 6.1,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 90,
-                    "Stress Level": 8,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "140/95",
-                    "Heart Rate": 75,
-                    "Daily Steps": 10000,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "051",
-                "features": {
-                    "Person ID": 366,
-                    "Gender": "Female",
-                    "Age": 59,
-                    "Occupation": "Nurse",
-                    "Sleep Duration": 8.0,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 75,
-                    "Stress Level": 3,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "140/95",
-                    "Heart Rate": 68,
-                    "Daily Steps": 7000,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "052",
-                "features": {
-                    "Person ID": 326,
-                    "Gender": "Female",
-                    "Age": 53,
-                    "Occupation": "Engineer",
-                    "Sleep Duration": 8.5,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 30,
-                    "Stress Level": 3,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "125/80",
-                    "Heart Rate": 65,
-                    "Daily Steps": 5000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "053",
-                "features": {
-                    "Person ID": 203,
-                    "Gender": "Male",
-                    "Age": 43,
-                    "Occupation": "Engineer",
-                    "Sleep Duration": 7.8,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 90,
-                    "Stress Level": 5,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "054",
-                "features": {
-                    "Person ID": 193,
-                    "Gender": "Male",
-                    "Age": 43,
-                    "Occupation": "Salesperson",
-                    "Sleep Duration": 6.5,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 7,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 72,
-                    "Daily Steps": 6000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "055",
-                "features": {
-                    "Person ID": 369,
-                    "Gender": "Female",
-                    "Age": 59,
-                    "Occupation": "Nurse",
-                    "Sleep Duration": 8.1,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 75,
-                    "Stress Level": 3,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "140/95",
-                    "Heart Rate": 68,
-                    "Daily Steps": 7000,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "056",
-                "features": {
-                    "Person ID": 150,
-                    "Gender": "Female",
-                    "Age": 39,
-                    "Occupation": "Accountant",
-                    "Sleep Duration": 8.0,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 80,
-                    "Stress Level": 3,
-                    "BMI Category": "Normal Weight",
-                    "Blood Pressure": "115/78",
-                    "Heart Rate": 67,
-                    "Daily Steps": 7500,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "057",
-                "features": {
-                    "Person ID": 250,
-                    "Gender": "Male",
-                    "Age": 44,
-                    "Occupation": "Salesperson",
-                    "Sleep Duration": 6.5,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 7,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 72,
-                    "Daily Steps": 6000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "058",
-                "features": {
-                    "Person ID": 53,
-                    "Gender": "Male",
-                    "Age": 32,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 6.0,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 30,
-                    "Stress Level": 8,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "125/80",
-                    "Heart Rate": 72,
-                    "Daily Steps": 5000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "059",
-                "features": {
-                    "Person ID": 143,
-                    "Gender": "Female",
-                    "Age": 38,
-                    "Occupation": "Accountant",
-                    "Sleep Duration": 7.1,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 60,
-                    "Stress Level": 4,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "115/75",
-                    "Heart Rate": 68,
-                    "Daily Steps": 7000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "060",
-                "features": {
-                    "Person ID": 317,
-                    "Gender": "Female",
-                    "Age": 53,
-                    "Occupation": "Engineer",
-                    "Sleep Duration": 8.5,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 30,
-                    "Stress Level": 3,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "125/80",
-                    "Heart Rate": 65,
-                    "Daily Steps": 5000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "061",
-                "features": {
-                    "Person ID": 186,
-                    "Gender": "Female",
-                    "Age": 42,
-                    "Occupation": "Teacher",
-                    "Sleep Duration": 6.8,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 7,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 78,
-                    "Daily Steps": 5000,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "062",
-                "features": {
-                    "Person ID": 331,
-                    "Gender": "Female",
-                    "Age": 53,
-                    "Occupation": "Engineer",
-                    "Sleep Duration": 8.5,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 30,
-                    "Stress Level": 3,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "125/80",
-                    "Heart Rate": 65,
-                    "Daily Steps": 5000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "063",
-                "features": {
-                    "Person ID": 314,
-                    "Gender": "Female",
-                    "Age": 52,
-                    "Occupation": "Engineer",
-                    "Sleep Duration": 8.4,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 30,
-                    "Stress Level": 3,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "125/80",
-                    "Heart Rate": 65,
-                    "Daily Steps": 5000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "064",
-                "features": {
-                    "Person ID": 238,
-                    "Gender": "Female",
-                    "Age": 44,
-                    "Occupation": "Teacher",
-                    "Sleep Duration": 6.5,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 4,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "135/90",
-                    "Heart Rate": 65,
-                    "Daily Steps": 6000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "065",
-                "features": {
-                    "Person ID": 261,
-                    "Gender": "Female",
-                    "Age": 45,
-                    "Occupation": "Teacher",
-                    "Sleep Duration": 6.6,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 4,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "135/90",
-                    "Heart Rate": 65,
-                    "Daily Steps": 6000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "066",
-                "features": {
-                    "Person ID": 309,
-                    "Gender": "Female",
-                    "Age": 52,
-                    "Occupation": "Accountant",
-                    "Sleep Duration": 6.6,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 7,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 72,
-                    "Daily Steps": 6000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "067",
-                "features": {
-                    "Person ID": 25,
-                    "Gender": "Male",
-                    "Age": 30,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 7.8,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 75,
-                    "Stress Level": 6,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "120/80",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "068",
-                "features": {
-                    "Person ID": 16,
-                    "Gender": "Male",
-                    "Age": 29,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 6.0,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 30,
-                    "Stress Level": 8,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "120/80",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "069",
-                "features": {
-                    "Person ID": 66,
-                    "Gender": "Male",
-                    "Age": 32,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 6.2,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 30,
-                    "Stress Level": 8,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "125/80",
-                    "Heart Rate": 72,
-                    "Daily Steps": 5000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "070",
-                "features": {
-                    "Person ID": 35,
-                    "Gender": "Male",
-                    "Age": 31,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 7.7,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 75,
-                    "Stress Level": 6,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "120/80",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "071",
-                "features": {
-                    "Person ID": 191,
-                    "Gender": "Female",
-                    "Age": 43,
-                    "Occupation": "Teacher",
-                    "Sleep Duration": 6.7,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 4,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "135/90",
-                    "Heart Rate": 65,
-                    "Daily Steps": 6000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "072",
-                "features": {
-                    "Person ID": 146,
-                    "Gender": "Female",
-                    "Age": 38,
-                    "Occupation": "Lawyer",
-                    "Sleep Duration": 7.4,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 60,
-                    "Stress Level": 5,
-                    "BMI Category": "Obese",
-                    "Blood Pressure": "135/88",
-                    "Heart Rate": 84,
-                    "Daily Steps": 3300,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "073",
-                "features": {
-                    "Person ID": 67,
-                    "Gender": "Male",
-                    "Age": 32,
-                    "Occupation": "Accountant",
-                    "Sleep Duration": 7.2,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 50,
-                    "Stress Level": 6,
-                    "BMI Category": "Normal Weight",
-                    "Blood Pressure": "118/76",
-                    "Heart Rate": 68,
-                    "Daily Steps": 7000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "074",
-                "features": {
-                    "Person ID": 182,
-                    "Gender": "Male",
-                    "Age": 42,
-                    "Occupation": "Lawyer",
-                    "Sleep Duration": 7.8,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 90,
-                    "Stress Level": 5,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            }
-        ],
-        "target_column": "Sleep Disorder",
-        "task_sub_type": "classification",
-        "ranking_ground_truth": {
-            "top_k_ids": [
-                "001",
-                "009",
-                "019",
-                "028",
-                "032",
-                "034",
-                "038",
-                "039",
-                "042",
-                "053",
-                "054",
-                "064",
-                "065",
-                "066",
-                "071"
-            ]
-        },
-        "active_filters": [],
-        "target_class_value": "insomnia"
-    },
-    "response": "",
-    "evaluation_score": {}
-}
\ No newline at end of file
+    "active_filters": [],
+    "target_class_value": "insomnia"
+  },
+  "response": "",
+  "evaluation_score": {}
+}
diff --git a/ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_003/history.csv b/ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_003/history.csv
index 285abc0f8d0130e23bdae9c5583dd0141a26e78b..633bc16d112bc82ae9e0c1b32b2346966b941d61 100644
--- a/ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_003/history.csv
+++ b/ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_003/history.csv
@@ -1,152 +1,152 @@
 Person ID,Gender,Age,Occupation,Sleep Duration,Quality of Sleep,Physical Activity Level,Stress Level,BMI Category,Blood Pressure,Heart Rate,Daily Steps,Sleep Disorder
-1,Male,27,Software Engineer,6.1,6,42,6,Overweight,126/83,77,4200,
-2,Male,28,Doctor,6.2,6,60,8,Normal,125/80,75,10000,
-3,Male,28,Doctor,6.2,6,60,8,Normal,125/80,75,10000,
+1,Male,27,Software Engineer,6.1,6,42,6,Overweight,126/83,77,4200,No Disorder
+2,Male,28,Doctor,6.2,6,60,8,Normal,125/80,75,10000,No Disorder
+3,Male,28,Doctor,6.2,6,60,8,Normal,125/80,75,10000,No Disorder
 4,Male,28,Sales Representative,5.9,4,30,8,Obese,140/90,85,3000,Sleep Apnea
 5,Male,28,Sales Representative,5.9,4,30,8,Obese,140/90,85,3000,Sleep Apnea
 6,Male,28,Software Engineer,5.9,4,30,8,Obese,140/90,85,3000,Insomnia
 7,Male,29,Teacher,6.3,6,40,7,Obese,140/90,82,3500,Insomnia
-8,Male,29,Doctor,7.8,7,75,6,Normal,120/80,70,8000,
-9,Male,29,Doctor,7.8,7,75,6,Normal,120/80,70,8000,
-10,Male,29,Doctor,7.8,7,75,6,Normal,120/80,70,8000,
-11,Male,29,Doctor,6.1,6,30,8,Normal,120/80,70,8000,
-13,Male,29,Doctor,6.1,6,30,8,Normal,120/80,70,8000,
-14,Male,29,Doctor,6.0,6,30,8,Normal,120/80,70,8000,
-15,Male,29,Doctor,6.0,6,30,8,Normal,120/80,70,8000,
+8,Male,29,Doctor,7.8,7,75,6,Normal,120/80,70,8000,No Disorder
+9,Male,29,Doctor,7.8,7,75,6,Normal,120/80,70,8000,No Disorder
+10,Male,29,Doctor,7.8,7,75,6,Normal,120/80,70,8000,No Disorder
+11,Male,29,Doctor,6.1,6,30,8,Normal,120/80,70,8000,No Disorder
+13,Male,29,Doctor,6.1,6,30,8,Normal,120/80,70,8000,No Disorder
+14,Male,29,Doctor,6.0,6,30,8,Normal,120/80,70,8000,No Disorder
+15,Male,29,Doctor,6.0,6,30,8,Normal,120/80,70,8000,No Disorder
 17,Female,29,Nurse,6.5,5,40,7,Normal Weight,132/87,80,4000,Sleep Apnea
 18,Male,29,Doctor,6.0,6,30,8,Normal,120/80,70,8000,Sleep Apnea
 19,Female,29,Nurse,6.5,5,40,7,Normal Weight,132/87,80,4000,Insomnia
-21,Male,30,Doctor,7.7,7,75,6,Normal,120/80,70,8000,
-22,Male,30,Doctor,7.7,7,75,6,Normal,120/80,70,8000,
-23,Male,30,Doctor,7.7,7,75,6,Normal,120/80,70,8000,
-24,Male,30,Doctor,7.7,7,75,6,Normal,120/80,70,8000,
-26,Male,30,Doctor,7.9,7,75,6,Normal,120/80,70,8000,
-28,Male,30,Doctor,7.9,7,75,6,Normal,120/80,70,8000,
-29,Male,30,Doctor,7.9,7,75,6,Normal,120/80,70,8000,
-30,Male,30,Doctor,7.9,7,75,6,Normal,120/80,70,8000,
+21,Male,30,Doctor,7.7,7,75,6,Normal,120/80,70,8000,No Disorder
+22,Male,30,Doctor,7.7,7,75,6,Normal,120/80,70,8000,No Disorder
+23,Male,30,Doctor,7.7,7,75,6,Normal,120/80,70,8000,No Disorder
+24,Male,30,Doctor,7.7,7,75,6,Normal,120/80,70,8000,No Disorder
+26,Male,30,Doctor,7.9,7,75,6,Normal,120/80,70,8000,No Disorder
+28,Male,30,Doctor,7.9,7,75,6,Normal,120/80,70,8000,No Disorder
+29,Male,30,Doctor,7.9,7,75,6,Normal,120/80,70,8000,No Disorder
+30,Male,30,Doctor,7.9,7,75,6,Normal,120/80,70,8000,No Disorder
 32,Female,30,Nurse,6.4,5,35,7,Normal Weight,130/86,78,4100,Insomnia
-33,Female,31,Nurse,7.9,8,75,4,Normal Weight,117/76,69,6800,
-34,Male,31,Doctor,6.1,6,30,8,Normal,125/80,72,5000,
-36,Male,31,Doctor,6.1,6,30,8,Normal,125/80,72,5000,
-38,Male,31,Doctor,7.6,7,75,6,Normal,120/80,70,8000,
-39,Male,31,Doctor,7.6,7,75,6,Normal,120/80,70,8000,
-40,Male,31,Doctor,7.6,7,75,6,Normal,120/80,70,8000,
-41,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,
-42,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,
-43,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,
-44,Male,31,Doctor,7.8,7,75,6,Normal,120/80,70,8000,
-45,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,
-47,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,
-48,Male,31,Doctor,7.8,7,75,6,Normal,120/80,70,8000,
-49,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,
-51,Male,32,Engineer,7.5,8,45,3,Normal,120/80,70,8000,
-52,Male,32,Engineer,7.5,8,45,3,Normal,120/80,70,8000,
-54,Male,32,Doctor,7.6,7,75,6,Normal,120/80,70,8000,
-55,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,
-56,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,
-57,Male,32,Doctor,7.7,7,75,6,Normal,120/80,70,8000,
-58,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,
-59,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,
-60,Male,32,Doctor,7.7,7,75,6,Normal,120/80,70,8000,
-61,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,
-63,Male,32,Doctor,6.2,6,30,8,Normal,125/80,72,5000,
-64,Male,32,Doctor,6.2,6,30,8,Normal,125/80,72,5000,
-65,Male,32,Doctor,6.2,6,30,8,Normal,125/80,72,5000,
-69,Female,33,Scientist,6.2,6,50,6,Overweight,128/85,76,5500,
-70,Female,33,Scientist,6.2,6,50,6,Overweight,128/85,76,5500,
-71,Male,33,Doctor,6.1,6,30,8,Normal,125/80,72,5000,
-72,Male,33,Doctor,6.1,6,30,8,Normal,125/80,72,5000,
-73,Male,33,Doctor,6.1,6,30,8,Normal,125/80,72,5000,
-75,Male,33,Doctor,6.0,6,30,8,Normal,125/80,72,5000,
-76,Male,33,Doctor,6.0,6,30,8,Normal,125/80,72,5000,
-77,Male,33,Doctor,6.0,6,30,8,Normal,125/80,72,5000,
-78,Male,33,Doctor,6.0,6,30,8,Normal,125/80,72,5000,
-79,Male,33,Doctor,6.0,6,30,8,Normal,125/80,72,5000,
-80,Male,33,Doctor,6.0,6,30,8,Normal,125/80,72,5000,
+33,Female,31,Nurse,7.9,8,75,4,Normal Weight,117/76,69,6800,No Disorder
+34,Male,31,Doctor,6.1,6,30,8,Normal,125/80,72,5000,No Disorder
+36,Male,31,Doctor,6.1,6,30,8,Normal,125/80,72,5000,No Disorder
+38,Male,31,Doctor,7.6,7,75,6,Normal,120/80,70,8000,No Disorder
+39,Male,31,Doctor,7.6,7,75,6,Normal,120/80,70,8000,No Disorder
+40,Male,31,Doctor,7.6,7,75,6,Normal,120/80,70,8000,No Disorder
+41,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,No Disorder
+42,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,No Disorder
+43,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,No Disorder
+44,Male,31,Doctor,7.8,7,75,6,Normal,120/80,70,8000,No Disorder
+45,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,No Disorder
+47,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,No Disorder
+48,Male,31,Doctor,7.8,7,75,6,Normal,120/80,70,8000,No Disorder
+49,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,No Disorder
+51,Male,32,Engineer,7.5,8,45,3,Normal,120/80,70,8000,No Disorder
+52,Male,32,Engineer,7.5,8,45,3,Normal,120/80,70,8000,No Disorder
+54,Male,32,Doctor,7.6,7,75,6,Normal,120/80,70,8000,No Disorder
+55,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,No Disorder
+56,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,No Disorder
+57,Male,32,Doctor,7.7,7,75,6,Normal,120/80,70,8000,No Disorder
+58,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,No Disorder
+59,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,No Disorder
+60,Male,32,Doctor,7.7,7,75,6,Normal,120/80,70,8000,No Disorder
+61,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,No Disorder
+63,Male,32,Doctor,6.2,6,30,8,Normal,125/80,72,5000,No Disorder
+64,Male,32,Doctor,6.2,6,30,8,Normal,125/80,72,5000,No Disorder
+65,Male,32,Doctor,6.2,6,30,8,Normal,125/80,72,5000,No Disorder
+69,Female,33,Scientist,6.2,6,50,6,Overweight,128/85,76,5500,No Disorder
+70,Female,33,Scientist,6.2,6,50,6,Overweight,128/85,76,5500,No Disorder
+71,Male,33,Doctor,6.1,6,30,8,Normal,125/80,72,5000,No Disorder
+72,Male,33,Doctor,6.1,6,30,8,Normal,125/80,72,5000,No Disorder
+73,Male,33,Doctor,6.1,6,30,8,Normal,125/80,72,5000,No Disorder
+75,Male,33,Doctor,6.0,6,30,8,Normal,125/80,72,5000,No Disorder
+76,Male,33,Doctor,6.0,6,30,8,Normal,125/80,72,5000,No Disorder
+77,Male,33,Doctor,6.0,6,30,8,Normal,125/80,72,5000,No Disorder
+78,Male,33,Doctor,6.0,6,30,8,Normal,125/80,72,5000,No Disorder
+79,Male,33,Doctor,6.0,6,30,8,Normal,125/80,72,5000,No Disorder
+80,Male,33,Doctor,6.0,6,30,8,Normal,125/80,72,5000,No Disorder
 81,Female,34,Scientist,5.8,4,32,8,Overweight,131/86,81,5200,Sleep Apnea
 82,Female,34,Scientist,5.8,4,32,8,Overweight,131/86,81,5200,Sleep Apnea
-83,Male,35,Teacher,6.7,7,40,5,Overweight,128/84,70,5600,
-84,Male,35,Teacher,6.7,7,40,5,Overweight,128/84,70,5600,
-85,Male,35,Software Engineer,7.5,8,60,5,Normal Weight,120/80,70,8000,
-86,Female,35,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-87,Male,35,Engineer,7.2,8,60,4,Normal,125/80,65,5000,
-88,Male,35,Engineer,7.2,8,60,4,Normal,125/80,65,5000,
-89,Male,35,Engineer,7.3,8,60,4,Normal,125/80,65,5000,
-92,Male,35,Engineer,7.3,8,60,4,Normal,125/80,65,5000,
-93,Male,35,Software Engineer,7.5,8,60,5,Normal Weight,120/80,70,8000,
+83,Male,35,Teacher,6.7,7,40,5,Overweight,128/84,70,5600,No Disorder
+84,Male,35,Teacher,6.7,7,40,5,Overweight,128/84,70,5600,No Disorder
+85,Male,35,Software Engineer,7.5,8,60,5,Normal Weight,120/80,70,8000,No Disorder
+86,Female,35,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+87,Male,35,Engineer,7.2,8,60,4,Normal,125/80,65,5000,No Disorder
+88,Male,35,Engineer,7.2,8,60,4,Normal,125/80,65,5000,No Disorder
+89,Male,35,Engineer,7.3,8,60,4,Normal,125/80,65,5000,No Disorder
+92,Male,35,Engineer,7.3,8,60,4,Normal,125/80,65,5000,No Disorder
+93,Male,35,Software Engineer,7.5,8,60,5,Normal Weight,120/80,70,8000,No Disorder
 94,Male,35,Lawyer,7.4,7,60,5,Obese,135/88,84,3300,Sleep Apnea
 95,Female,36,Accountant,7.2,8,60,4,Normal,115/75,68,7000,Insomnia
-96,Female,36,Accountant,7.1,8,60,4,Normal,115/75,68,7000,
-99,Female,36,Teacher,7.1,8,60,4,Normal,115/75,68,7000,
-100,Female,36,Teacher,7.1,8,60,4,Normal,115/75,68,7000,
-101,Female,36,Teacher,7.2,8,60,4,Normal,115/75,68,7000,
-102,Female,36,Teacher,7.2,8,60,4,Normal,115/75,68,7000,
-103,Female,36,Teacher,7.2,8,60,4,Normal,115/75,68,7000,
+96,Female,36,Accountant,7.1,8,60,4,Normal,115/75,68,7000,No Disorder
+99,Female,36,Teacher,7.1,8,60,4,Normal,115/75,68,7000,No Disorder
+100,Female,36,Teacher,7.1,8,60,4,Normal,115/75,68,7000,No Disorder
+101,Female,36,Teacher,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+102,Female,36,Teacher,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+103,Female,36,Teacher,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
 104,Male,36,Teacher,6.6,5,35,7,Overweight,129/84,74,4800,Sleep Apnea
 106,Male,36,Teacher,6.6,5,35,7,Overweight,129/84,74,4800,Insomnia
-107,Female,37,Nurse,6.1,6,42,6,Overweight,126/83,77,4200,
-108,Male,37,Engineer,7.8,8,70,4,Normal Weight,120/80,68,7000,
-109,Male,37,Engineer,7.8,8,70,4,Normal Weight,120/80,68,7000,
-110,Male,37,Lawyer,7.4,8,60,5,Normal,130/85,68,8000,
-111,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-112,Male,37,Lawyer,7.4,8,60,5,Normal,130/85,68,8000,
-113,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-114,Male,37,Lawyer,7.4,8,60,5,Normal,130/85,68,8000,
-115,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-116,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-117,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-118,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-119,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-120,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-121,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-122,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-123,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-124,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-125,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-127,Male,38,Lawyer,7.3,8,60,5,Normal,130/85,68,8000,
-129,Male,38,Lawyer,7.3,8,60,5,Normal,130/85,68,8000,
-130,Male,38,Lawyer,7.3,8,60,5,Normal,130/85,68,8000,
-131,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,
-132,Male,38,Lawyer,7.3,8,60,5,Normal,130/85,68,8000,
-134,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,
-135,Male,38,Lawyer,7.3,8,60,5,Normal,130/85,68,8000,
-136,Male,38,Lawyer,7.3,8,60,5,Normal,130/85,68,8000,
-137,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,
-138,Male,38,Lawyer,7.1,8,60,5,Normal,130/85,68,8000,
-139,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,
-140,Male,38,Lawyer,7.1,8,60,5,Normal,130/85,68,8000,
-144,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,
+107,Female,37,Nurse,6.1,6,42,6,Overweight,126/83,77,4200,No Disorder
+108,Male,37,Engineer,7.8,8,70,4,Normal Weight,120/80,68,7000,No Disorder
+109,Male,37,Engineer,7.8,8,70,4,Normal Weight,120/80,68,7000,No Disorder
+110,Male,37,Lawyer,7.4,8,60,5,Normal,130/85,68,8000,No Disorder
+111,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+112,Male,37,Lawyer,7.4,8,60,5,Normal,130/85,68,8000,No Disorder
+113,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+114,Male,37,Lawyer,7.4,8,60,5,Normal,130/85,68,8000,No Disorder
+115,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+116,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+117,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+118,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+119,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+120,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+121,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+122,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+123,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+124,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+125,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+127,Male,38,Lawyer,7.3,8,60,5,Normal,130/85,68,8000,No Disorder
+129,Male,38,Lawyer,7.3,8,60,5,Normal,130/85,68,8000,No Disorder
+130,Male,38,Lawyer,7.3,8,60,5,Normal,130/85,68,8000,No Disorder
+131,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,No Disorder
+132,Male,38,Lawyer,7.3,8,60,5,Normal,130/85,68,8000,No Disorder
+134,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,No Disorder
+135,Male,38,Lawyer,7.3,8,60,5,Normal,130/85,68,8000,No Disorder
+136,Male,38,Lawyer,7.3,8,60,5,Normal,130/85,68,8000,No Disorder
+137,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,No Disorder
+138,Male,38,Lawyer,7.1,8,60,5,Normal,130/85,68,8000,No Disorder
+139,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,No Disorder
+140,Male,38,Lawyer,7.1,8,60,5,Normal,130/85,68,8000,No Disorder
+144,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,No Disorder
 145,Male,38,Lawyer,7.1,8,60,5,Normal,130/85,68,8000,Sleep Apnea
 147,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,Insomnia
 148,Male,39,Engineer,6.5,5,40,7,Overweight,132/87,80,4000,Insomnia
-149,Female,39,Lawyer,6.9,7,50,6,Normal Weight,128/85,75,5500,
-151,Female,39,Accountant,8.0,9,80,3,Normal Weight,115/78,67,7500,
-152,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,
-153,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,
-154,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,
-155,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,
-156,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,
-157,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,
-158,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,
-159,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,
-160,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,
-161,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,
-163,Female,40,Accountant,7.2,8,55,6,Normal Weight,119/77,73,7300,
-164,Male,40,Lawyer,7.9,8,90,5,Normal,130/85,68,8000,
-165,Male,40,Lawyer,7.9,8,90,5,Normal,130/85,68,8000,
+149,Female,39,Lawyer,6.9,7,50,6,Normal Weight,128/85,75,5500,No Disorder
+151,Female,39,Accountant,8.0,9,80,3,Normal Weight,115/78,67,7500,No Disorder
+152,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,No Disorder
+153,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,No Disorder
+154,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,No Disorder
+155,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,No Disorder
+156,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,No Disorder
+157,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,No Disorder
+158,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,No Disorder
+159,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,No Disorder
+160,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,No Disorder
+161,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,No Disorder
+163,Female,40,Accountant,7.2,8,55,6,Normal Weight,119/77,73,7300,No Disorder
+164,Male,40,Lawyer,7.9,8,90,5,Normal,130/85,68,8000,No Disorder
+165,Male,40,Lawyer,7.9,8,90,5,Normal,130/85,68,8000,No Disorder
 166,Male,41,Lawyer,7.6,8,90,5,Normal,130/85,70,8000,Insomnia
-168,Male,41,Lawyer,7.1,7,55,6,Overweight,125/82,72,6000,
-169,Male,41,Lawyer,7.1,7,55,6,Overweight,125/82,72,6000,
-172,Male,41,Lawyer,7.7,8,90,5,Normal,130/85,70,8000,
-175,Male,41,Lawyer,7.6,8,90,5,Normal,130/85,70,8000,
-176,Male,41,Lawyer,7.6,8,90,5,Normal,130/85,70,8000,
-177,Male,41,Lawyer,7.6,8,90,5,Normal,130/85,70,8000,
+168,Male,41,Lawyer,7.1,7,55,6,Overweight,125/82,72,6000,No Disorder
+169,Male,41,Lawyer,7.1,7,55,6,Overweight,125/82,72,6000,No Disorder
+172,Male,41,Lawyer,7.7,8,90,5,Normal,130/85,70,8000,No Disorder
+175,Male,41,Lawyer,7.6,8,90,5,Normal,130/85,70,8000,No Disorder
+176,Male,41,Lawyer,7.6,8,90,5,Normal,130/85,70,8000,No Disorder
+177,Male,41,Lawyer,7.6,8,90,5,Normal,130/85,70,8000,No Disorder
 178,Male,42,Salesperson,6.5,6,45,7,Overweight,130/85,72,6000,Insomnia
-179,Male,42,Lawyer,7.8,8,90,5,Normal,130/85,70,8000,
-180,Male,42,Lawyer,7.8,8,90,5,Normal,130/85,70,8000,
-181,Male,42,Lawyer,7.8,8,90,5,Normal,130/85,70,8000,
-183,Male,42,Lawyer,7.8,8,90,5,Normal,130/85,70,8000,
-184,Male,42,Lawyer,7.8,8,90,5,Normal,130/85,70,8000,
+179,Male,42,Lawyer,7.8,8,90,5,Normal,130/85,70,8000,No Disorder
+180,Male,42,Lawyer,7.8,8,90,5,Normal,130/85,70,8000,No Disorder
+181,Male,42,Lawyer,7.8,8,90,5,Normal,130/85,70,8000,No Disorder
+183,Male,42,Lawyer,7.8,8,90,5,Normal,130/85,70,8000,No Disorder
+184,Male,42,Lawyer,7.8,8,90,5,Normal,130/85,70,8000,No Disorder
 185,Female,42,Teacher,6.8,6,45,7,Overweight,130/85,78,5000,Sleep Apnea
 188,Male,43,Salesperson,6.3,6,45,7,Overweight,130/85,72,6000,Insomnia
 189,Female,43,Teacher,6.7,7,45,4,Overweight,135/90,65,6000,Insomnia
@@ -160,18 +160,18 @@ Person ID,Gender,Age,Occupation,Sleep Duration,Quality of Sleep,Physical Activit
 200,Male,43,Salesperson,6.5,6,45,7,Overweight,130/85,72,6000,Insomnia
 201,Male,43,Salesperson,6.5,6,45,7,Overweight,130/85,72,6000,Insomnia
 202,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,Insomnia
-204,Male,43,Engineer,6.9,6,47,7,Normal Weight,117/76,69,6800,
-205,Male,43,Engineer,7.6,8,75,4,Overweight,122/80,68,6800,
-206,Male,43,Engineer,7.7,8,90,5,Normal,130/85,70,8000,
-207,Male,43,Engineer,7.7,8,90,5,Normal,130/85,70,8000,
-208,Male,43,Engineer,7.7,8,90,5,Normal,130/85,70,8000,
-210,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,
-212,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,
-213,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,
-214,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,
-215,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,
-216,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,
-217,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,
+204,Male,43,Engineer,6.9,6,47,7,Normal Weight,117/76,69,6800,No Disorder
+205,Male,43,Engineer,7.6,8,75,4,Overweight,122/80,68,6800,No Disorder
+206,Male,43,Engineer,7.7,8,90,5,Normal,130/85,70,8000,No Disorder
+207,Male,43,Engineer,7.7,8,90,5,Normal,130/85,70,8000,No Disorder
+208,Male,43,Engineer,7.7,8,90,5,Normal,130/85,70,8000,No Disorder
+210,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,No Disorder
+212,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,No Disorder
+213,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,No Disorder
+214,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,No Disorder
+215,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,No Disorder
+216,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,No Disorder
+217,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,No Disorder
 220,Male,43,Salesperson,6.5,6,45,7,Overweight,130/85,72,6000,Sleep Apnea
 221,Female,44,Teacher,6.6,7,45,4,Overweight,135/90,65,6000,Insomnia
 222,Male,44,Salesperson,6.4,6,45,7,Overweight,130/85,72,6000,Insomnia
@@ -198,7 +198,7 @@ Person ID,Gender,Age,Occupation,Sleep Duration,Quality of Sleep,Physical Activit
 246,Female,44,Teacher,6.5,7,45,4,Overweight,135/90,65,6000,Insomnia
 247,Male,44,Salesperson,6.3,6,45,7,Overweight,130/85,72,6000,Insomnia
 248,Male,44,Engineer,6.8,7,45,7,Overweight,130/85,78,5000,Insomnia
-249,Male,44,Salesperson,6.4,6,45,7,Overweight,130/85,72,6000,
+249,Male,44,Salesperson,6.4,6,45,7,Overweight,130/85,72,6000,No Disorder
 251,Female,45,Teacher,6.8,7,30,6,Overweight,135/90,65,6000,Insomnia
 252,Female,45,Teacher,6.8,7,30,6,Overweight,135/90,65,6000,Insomnia
 253,Female,45,Teacher,6.5,7,45,4,Overweight,135/90,65,6000,Insomnia
@@ -207,13 +207,13 @@ Person ID,Gender,Age,Occupation,Sleep Duration,Quality of Sleep,Physical Activit
 258,Female,45,Teacher,6.6,7,45,4,Overweight,135/90,65,6000,Insomnia
 259,Female,45,Teacher,6.6,7,45,4,Overweight,135/90,65,6000,Insomnia
 260,Female,45,Teacher,6.6,7,45,4,Overweight,135/90,65,6000,Insomnia
-262,Female,45,Teacher,6.6,7,45,4,Overweight,135/90,65,6000,
-263,Female,45,Teacher,6.6,7,45,4,Overweight,135/90,65,6000,
-264,Female,45,Manager,6.9,7,55,5,Overweight,125/82,75,5500,
+262,Female,45,Teacher,6.6,7,45,4,Overweight,135/90,65,6000,No Disorder
+263,Female,45,Teacher,6.6,7,45,4,Overweight,135/90,65,6000,No Disorder
+264,Female,45,Manager,6.9,7,55,5,Overweight,125/82,75,5500,No Disorder
 265,Male,48,Doctor,7.3,7,65,5,Obese,142/92,83,3500,Insomnia
 266,Female,48,Nurse,5.9,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
 267,Male,48,Doctor,7.3,7,65,5,Obese,142/92,83,3500,Insomnia
-268,Female,49,Nurse,6.2,6,90,8,Overweight,140/95,75,10000,
+268,Female,49,Nurse,6.2,6,90,8,Overweight,140/95,75,10000,No Disorder
 269,Female,49,Nurse,6.0,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
 270,Female,49,Nurse,6.1,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
 271,Female,49,Nurse,6.1,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
@@ -222,8 +222,8 @@ Person ID,Gender,Age,Occupation,Sleep Duration,Quality of Sleep,Physical Activit
 275,Female,49,Nurse,6.2,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
 277,Male,49,Doctor,8.1,9,85,3,Obese,139/91,86,3700,Sleep Apnea
 279,Female,50,Nurse,6.1,6,90,8,Overweight,140/95,75,10000,Insomnia
-280,Female,50,Engineer,8.3,9,30,3,Normal,125/80,65,5000,
-281,Female,50,Nurse,6.0,6,90,8,Overweight,140/95,75,10000,
+280,Female,50,Engineer,8.3,9,30,3,Normal,125/80,65,5000,No Disorder
+281,Female,50,Nurse,6.0,6,90,8,Overweight,140/95,75,10000,No Disorder
 282,Female,50,Nurse,6.1,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
 283,Female,50,Nurse,6.0,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
 284,Female,50,Nurse,6.0,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
@@ -240,41 +240,41 @@ Person ID,Gender,Age,Occupation,Sleep Duration,Quality of Sleep,Physical Activit
 296,Female,50,Nurse,6.0,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
 297,Female,50,Nurse,6.1,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
 298,Female,50,Nurse,6.1,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
-300,Female,51,Engineer,8.5,9,30,3,Normal,125/80,65,5000,
-301,Female,51,Engineer,8.5,9,30,3,Normal,125/80,65,5000,
-302,Female,51,Engineer,8.5,9,30,3,Normal,125/80,65,5000,
-303,Female,51,Nurse,7.1,7,55,6,Normal Weight,125/82,72,6000,
+300,Female,51,Engineer,8.5,9,30,3,Normal,125/80,65,5000,No Disorder
+301,Female,51,Engineer,8.5,9,30,3,Normal,125/80,65,5000,No Disorder
+302,Female,51,Engineer,8.5,9,30,3,Normal,125/80,65,5000,No Disorder
+303,Female,51,Nurse,7.1,7,55,6,Normal Weight,125/82,72,6000,No Disorder
 304,Female,51,Nurse,6.0,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
 305,Female,51,Nurse,6.1,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
 306,Female,51,Nurse,6.1,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
 308,Female,52,Accountant,6.5,7,45,7,Overweight,130/85,72,6000,Insomnia
 310,Female,52,Accountant,6.6,7,45,7,Overweight,130/85,72,6000,Insomnia
 311,Female,52,Accountant,6.6,7,45,7,Overweight,130/85,72,6000,Insomnia
-313,Female,52,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
+313,Female,52,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
 316,Female,53,Engineer,8.3,9,30,3,Normal,125/80,65,5000,Insomnia
-319,Female,53,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
-320,Female,53,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
-321,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,
-322,Female,53,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
-323,Female,53,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
-324,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,
-327,Female,53,Engineer,8.3,9,30,3,Normal,125/80,65,5000,
-328,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,
-329,Female,53,Engineer,8.3,9,30,3,Normal,125/80,65,5000,
-330,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,
-332,Female,53,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
-333,Female,54,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
-334,Female,54,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
-335,Female,54,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
-336,Female,54,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
-337,Female,54,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
-338,Female,54,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
-339,Female,54,Engineer,8.5,9,30,3,Normal,125/80,65,5000,
+319,Female,53,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
+320,Female,53,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
+321,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,No Disorder
+322,Female,53,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
+323,Female,53,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
+324,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,No Disorder
+327,Female,53,Engineer,8.3,9,30,3,Normal,125/80,65,5000,No Disorder
+328,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,No Disorder
+329,Female,53,Engineer,8.3,9,30,3,Normal,125/80,65,5000,No Disorder
+330,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,No Disorder
+332,Female,53,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
+333,Female,54,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
+334,Female,54,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
+335,Female,54,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
+336,Female,54,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
+337,Female,54,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
+338,Female,54,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
+339,Female,54,Engineer,8.5,9,30,3,Normal,125/80,65,5000,No Disorder
 340,Female,55,Nurse,8.1,9,75,4,Overweight,140/95,72,5000,Sleep Apnea
 341,Female,55,Nurse,8.1,9,75,4,Overweight,140/95,72,5000,Sleep Apnea
-342,Female,56,Doctor,8.2,9,90,3,Normal Weight,118/75,65,10000,
-343,Female,56,Doctor,8.2,9,90,3,Normal Weight,118/75,65,10000,
-344,Female,57,Nurse,8.1,9,75,3,Overweight,140/95,68,7000,
+342,Female,56,Doctor,8.2,9,90,3,Normal Weight,118/75,65,10000,No Disorder
+343,Female,56,Doctor,8.2,9,90,3,Normal Weight,118/75,65,10000,No Disorder
+344,Female,57,Nurse,8.1,9,75,3,Overweight,140/95,68,7000,No Disorder
 345,Female,57,Nurse,8.2,9,75,3,Overweight,140/95,68,7000,Sleep Apnea
 346,Female,57,Nurse,8.2,9,75,3,Overweight,140/95,68,7000,Sleep Apnea
 347,Female,57,Nurse,8.2,9,75,3,Overweight,140/95,68,7000,Sleep Apnea
@@ -288,7 +288,7 @@ Person ID,Gender,Age,Occupation,Sleep Duration,Quality of Sleep,Physical Activit
 356,Female,58,Nurse,8.0,9,75,3,Overweight,140/95,68,7000,Sleep Apnea
 357,Female,58,Nurse,8.0,9,75,3,Overweight,140/95,68,7000,Sleep Apnea
 358,Female,58,Nurse,8.0,9,75,3,Overweight,140/95,68,7000,Sleep Apnea
-360,Female,59,Nurse,8.1,9,75,3,Overweight,140/95,68,7000,
+360,Female,59,Nurse,8.1,9,75,3,Overweight,140/95,68,7000,No Disorder
 361,Female,59,Nurse,8.2,9,75,3,Overweight,140/95,68,7000,Sleep Apnea
 362,Female,59,Nurse,8.2,9,75,3,Overweight,140/95,68,7000,Sleep Apnea
 363,Female,59,Nurse,8.2,9,75,3,Overweight,140/95,68,7000,Sleep Apnea
diff --git a/ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_003/info.json b/ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_003/info.json
index ac7f1ad59f059be3648f2769a10128e59277c544..c68a30219902530a9154e48d4957e5bb70f65c0f 100644
--- a/ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_003/info.json
+++ b/ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_003/info.json
@@ -1,121 +1,122 @@
-{
-    "name": "Sleep Health and Lifestyle Dataset",
-    "source": "https://www.kaggle.com/datasets/uom190346a/sleep-health-and-lifestyle-dataset/data",
-    "data_intro": "The Sleep Health and Lifestyle Dataset comprises 400 rows and 13 columns, covering a wide range of variables related to sleep and daily habits. It includes details such as gender, age, occupation, sleep duration, quality of sleep, physical activity level, stress levels, BMI category, blood pressure, heart rate, daily steps, and the presence or absence of sleep disorders.",
-    "is_splited": false,
-    "overall_size": 374,
-    "train_size": 0,
-    "test_size": 0,
-    "c_classes": 5,
-    "n_classes": 8,
-    "cat_feature_intro": {
-        "Gender": "Gender: The gender of the person (Male/Female).<br>",
-        "Occupation": "Occupation: The occupation or profession of the person.<br>",
-        "BMI Category": "BMI Category: The BMI category of the person (e.g., Underweight, Normal, Overweight).<br>",
-        "Blood Pressure": "Blood Pressure (systolic/diastolic): The blood pressure measurement of the person, indicated as systolic pressure over diastolic pressure.<br>",
-        "Sleep Disorder": "- None: The individual does not exhibit any specific sleep disorder."
-    },
-    "num_feature_intro": {
-        "Person ID": "Person ID: An identifier for each individual.<br>",
-        "Age": "Physical Activity Level (minutes/day): The number of minutes the person engages in physical activity daily.<br>",
-        "Sleep Duration": "Sleep Duration (hours): The number of hours the person sleeps per day.<br>",
-        "Quality of Sleep": "Quality of Sleep (scale: 1-10): A subjective rating of the quality of sleep, ranging from 1 to 10.<br>",
-        "Physical Activity Level": "Physical Activity Level (minutes/day): The number of minutes the person engages in physical activity daily.<br>",
-        "Stress Level": "Stress Level (scale: 1-10): A subjective rating of the stress level experienced by the person, ranging from 1 to 10.<br>",
-        "Heart Rate": "Heart Rate (bpm): The resting heart rate of the person in beats per minute.<br>",
-        "Daily Steps": "Daily Steps: The number of steps the person takes per day.<br>"
-    },
-    "evaluation_metric": null,
-    "task_type": "classification",
-    "target": "Sleep Disorder",
-    "num_feature_value": {
-        "Age": [
-            27.0,
-            59.0
-        ],
-        "Daily Steps": [
-            3000.0,
-            10000.0
-        ],
-        "Heart Rate": [
-            65.0,
-            86.0
-        ],
-        "Person ID": [
-            1.0,
-            374.0
-        ],
-        "Physical Activity Level": [
-            30.0,
-            90.0
-        ],
-        "Quality of Sleep": [
-            4.0,
-            9.0
-        ],
-        "Sleep Duration": [
-            5.8,
-            8.5
-        ],
-        "Stress Level": [
-            3.0,
-            8.0
-        ]
-    },
-    "cat_feature_value": {
-        "BMI Category": [
-            "Normal",
-            "Normal Weight",
-            "Obese",
-            "Overweight"
-        ],
-        "Blood Pressure": [
-            "115/75",
-            "115/78",
-            "117/76",
-            "118/75",
-            "118/76",
-            "119/77",
-            "120/80",
-            "121/79",
-            "122/80",
-            "125/80",
-            "125/82",
-            "126/83",
-            "128/84",
-            "128/85",
-            "129/84",
-            "130/85",
-            "130/86",
-            "131/86",
-            "132/87",
-            "135/88",
-            "135/90",
-            "139/91",
-            "140/90",
-            "140/95",
-            "142/92"
-        ],
-        "Gender": [
-            "Female",
-            "Male"
-        ],
-        "Occupation": [
-            "Accountant",
-            "Doctor",
-            "Engineer",
-            "Lawyer",
-            "Manager",
-            "Nurse",
-            "Sales Representative",
-            "Salesperson",
-            "Scientist",
-            "Software Engineer",
-            "Teacher"
-        ],
-        "Sleep Disorder": [
-            "Insomnia",
-            "Sleep Apnea"
-        ]
-    }
-}
\ No newline at end of file
+{
+  "name": "Sleep Health and Lifestyle Dataset",
+  "source": "https://www.kaggle.com/datasets/uom190346a/sleep-health-and-lifestyle-dataset/data",
+  "data_intro": "The Sleep Health and Lifestyle Dataset comprises 400 rows and 13 columns, covering a wide range of variables related to sleep and daily habits. It includes details such as gender, age, occupation, sleep duration, quality of sleep, physical activity level, stress levels, BMI category, blood pressure, heart rate, daily steps, and the presence or absence of sleep disorders.",
+  "is_splited": false,
+  "overall_size": 374,
+  "train_size": 0,
+  "test_size": 0,
+  "c_classes": 5,
+  "n_classes": 8,
+  "cat_feature_intro": {
+    "Gender": "Gender: The gender of the person (Male/Female).<br>",
+    "Occupation": "Occupation: The occupation or profession of the person.<br>",
+    "BMI Category": "BMI Category: The BMI category of the person (e.g., Underweight, Normal, Overweight).<br>",
+    "Blood Pressure": "Blood Pressure (systolic/diastolic): The blood pressure measurement of the person, indicated as systolic pressure over diastolic pressure.<br>",
+    "Sleep Disorder": "Sleep disorder category: No Disorder, Insomnia, or Sleep Apnea."
+  },
+  "num_feature_intro": {
+    "Person ID": "Person ID: An identifier for each individual.<br>",
+    "Age": "Physical Activity Level (minutes/day): The number of minutes the person engages in physical activity daily.<br>",
+    "Sleep Duration": "Sleep Duration (hours): The number of hours the person sleeps per day.<br>",
+    "Quality of Sleep": "Quality of Sleep (scale: 1-10): A subjective rating of the quality of sleep, ranging from 1 to 10.<br>",
+    "Physical Activity Level": "Physical Activity Level (minutes/day): The number of minutes the person engages in physical activity daily.<br>",
+    "Stress Level": "Stress Level (scale: 1-10): A subjective rating of the stress level experienced by the person, ranging from 1 to 10.<br>",
+    "Heart Rate": "Heart Rate (bpm): The resting heart rate of the person in beats per minute.<br>",
+    "Daily Steps": "Daily Steps: The number of steps the person takes per day.<br>"
+  },
+  "evaluation_metric": null,
+  "task_type": "classification",
+  "target": "Sleep Disorder",
+  "num_feature_value": {
+    "Age": [
+      27.0,
+      59.0
+    ],
+    "Daily Steps": [
+      3000.0,
+      10000.0
+    ],
+    "Heart Rate": [
+      65.0,
+      86.0
+    ],
+    "Person ID": [
+      1.0,
+      374.0
+    ],
+    "Physical Activity Level": [
+      30.0,
+      90.0
+    ],
+    "Quality of Sleep": [
+      4.0,
+      9.0
+    ],
+    "Sleep Duration": [
+      5.8,
+      8.5
+    ],
+    "Stress Level": [
+      3.0,
+      8.0
+    ]
+  },
+  "cat_feature_value": {
+    "BMI Category": [
+      "Normal",
+      "Normal Weight",
+      "Obese",
+      "Overweight"
+    ],
+    "Blood Pressure": [
+      "115/75",
+      "115/78",
+      "117/76",
+      "118/75",
+      "118/76",
+      "119/77",
+      "120/80",
+      "121/79",
+      "122/80",
+      "125/80",
+      "125/82",
+      "126/83",
+      "128/84",
+      "128/85",
+      "129/84",
+      "130/85",
+      "130/86",
+      "131/86",
+      "132/87",
+      "135/88",
+      "135/90",
+      "139/91",
+      "140/90",
+      "140/95",
+      "142/92"
+    ],
+    "Gender": [
+      "Female",
+      "Male"
+    ],
+    "Occupation": [
+      "Accountant",
+      "Doctor",
+      "Engineer",
+      "Lawyer",
+      "Manager",
+      "Nurse",
+      "Sales Representative",
+      "Salesperson",
+      "Scientist",
+      "Software Engineer",
+      "Teacher"
+    ],
+    "Sleep Disorder": [
+      "Insomnia",
+      "No Disorder",
+      "Sleep Apnea"
+    ]
+  }
+}
diff --git a/ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_004/Sleep_Health_and_Lifestyle_Dataset_B4_004_current.json b/ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_004/Sleep_Health_and_Lifestyle_Dataset_B4_004_current.json
index 25129df4189ce8b17ee315a8561a28da38f79127..1a7218e9aaeb2b3ca2590bb711eb7db41c66b00a 100644
--- a/ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_004/Sleep_Health_and_Lifestyle_Dataset_B4_004_current.json
+++ b/ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_004/Sleep_Health_and_Lifestyle_Dataset_B4_004_current.json
@@ -1,1375 +1,1375 @@
 {
-    "id": "004",
-    "task_type": "B4",
-    "subtask_type": "list",
-    "perspective": "data_holder",
-    "dataset_name": "Sleep Health and Lifestyle Dataset",
-    "table_path": "output/Sleep Health and Lifestyle Dataset_B4/Sleep Health and Lifestyle Dataset_B4_004/test.csv",
-    "query": "I’m providing our historical database of sleep disorder diagnoses. Compare it against these new patient entries and filter out those who likely have sleep apnea, matching the profiles we’ve seen before.",
-    "meta_info": {
-        "domain": "medical"
+  "id": "004",
+  "task_type": "B4",
+  "subtask_type": "list",
+  "perspective": "data_holder",
+  "dataset_name": "Sleep Health and Lifestyle Dataset",
+  "table_path": "output/Sleep Health and Lifestyle Dataset_B4/Sleep Health and Lifestyle Dataset_B4_004/test.csv",
+  "query": "I’m providing our historical database of sleep disorder diagnoses. Compare it against these new patient entries and filter out those who likely have sleep apnea, matching the profiles we’ve seen before.",
+  "meta_info": {
+    "domain": "medical"
+  },
+  "final_decision": {},
+  "what_if": {},
+  "ground_truth": {
+    "extracted_features": [
+      {
+        "scenario_id": "001",
+        "features": {
+          "Person ID": 31,
+          "Gender": "Female",
+          "Age": 30,
+          "Occupation": "Nurse",
+          "Sleep Duration": 6.4,
+          "Quality of Sleep": 5,
+          "Physical Activity Level": 35,
+          "Stress Level": 7,
+          "BMI Category": "Normal Weight",
+          "Blood Pressure": "130/86",
+          "Heart Rate": 78,
+          "Daily Steps": 4100,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "002",
+        "features": {
+          "Person ID": 11,
+          "Gender": "Male",
+          "Age": 29,
+          "Occupation": "Doctor",
+          "Sleep Duration": 6.1,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 30,
+          "Stress Level": 8,
+          "BMI Category": "Normal",
+          "Blood Pressure": "120/80",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "003",
+        "features": {
+          "Person ID": 7,
+          "Gender": "Male",
+          "Age": 29,
+          "Occupation": "Teacher",
+          "Sleep Duration": 6.3,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 40,
+          "Stress Level": 7,
+          "BMI Category": "Obese",
+          "Blood Pressure": "140/90",
+          "Heart Rate": 82,
+          "Daily Steps": 3500,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "004",
+        "features": {
+          "Person ID": 30,
+          "Gender": "Male",
+          "Age": 30,
+          "Occupation": "Doctor",
+          "Sleep Duration": 7.9,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 75,
+          "Stress Level": 6,
+          "BMI Category": "Normal",
+          "Blood Pressure": "120/80",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "005",
+        "features": {
+          "Person ID": 234,
+          "Gender": "Male",
+          "Age": 44,
+          "Occupation": "Salesperson",
+          "Sleep Duration": 6.3,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 45,
+          "Stress Level": 7,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 72,
+          "Daily Steps": 6000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "006",
+        "features": {
+          "Person ID": 45,
+          "Gender": "Male",
+          "Age": 31,
+          "Occupation": "Doctor",
+          "Sleep Duration": 7.7,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 75,
+          "Stress Level": 6,
+          "BMI Category": "Normal",
+          "Blood Pressure": "120/80",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "007",
+        "features": {
+          "Person ID": 68,
+          "Gender": "Male",
+          "Age": 33,
+          "Occupation": "Doctor",
+          "Sleep Duration": 6.0,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 30,
+          "Stress Level": 8,
+          "BMI Category": "Normal",
+          "Blood Pressure": "125/80",
+          "Heart Rate": 72,
+          "Daily Steps": 5000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "008",
+        "features": {
+          "Person ID": 51,
+          "Gender": "Male",
+          "Age": 32,
+          "Occupation": "Engineer",
+          "Sleep Duration": 7.5,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 45,
+          "Stress Level": 3,
+          "BMI Category": "Normal",
+          "Blood Pressure": "120/80",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "009",
+        "features": {
+          "Person ID": 181,
+          "Gender": "Male",
+          "Age": 42,
+          "Occupation": "Lawyer",
+          "Sleep Duration": 7.8,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 90,
+          "Stress Level": 5,
+          "BMI Category": "Normal",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "010",
+        "features": {
+          "Person ID": 5,
+          "Gender": "Male",
+          "Age": 28,
+          "Occupation": "Sales Representative",
+          "Sleep Duration": 5.9,
+          "Quality of Sleep": 4,
+          "Physical Activity Level": 30,
+          "Stress Level": 8,
+          "BMI Category": "Obese",
+          "Blood Pressure": "140/90",
+          "Heart Rate": 85,
+          "Daily Steps": 3000,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "011",
+        "features": {
+          "Person ID": 237,
+          "Gender": "Male",
+          "Age": 44,
+          "Occupation": "Salesperson",
+          "Sleep Duration": 6.4,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 45,
+          "Stress Level": 7,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 72,
+          "Daily Steps": 6000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "012",
+        "features": {
+          "Person ID": 190,
+          "Gender": "Male",
+          "Age": 43,
+          "Occupation": "Salesperson",
+          "Sleep Duration": 6.5,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 45,
+          "Stress Level": 7,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 72,
+          "Daily Steps": 6000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "013",
+        "features": {
+          "Person ID": 275,
+          "Gender": "Female",
+          "Age": 49,
+          "Occupation": "Nurse",
+          "Sleep Duration": 6.2,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 90,
+          "Stress Level": 8,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "140/95",
+          "Heart Rate": 75,
+          "Daily Steps": 10000,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "014",
+        "features": {
+          "Person ID": 172,
+          "Gender": "Male",
+          "Age": 41,
+          "Occupation": "Lawyer",
+          "Sleep Duration": 7.7,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 90,
+          "Stress Level": 5,
+          "BMI Category": "Normal",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "015",
+        "features": {
+          "Person ID": 189,
+          "Gender": "Female",
+          "Age": 43,
+          "Occupation": "Teacher",
+          "Sleep Duration": 6.7,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 45,
+          "Stress Level": 4,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "135/90",
+          "Heart Rate": 65,
+          "Daily Steps": 6000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "016",
+        "features": {
+          "Person ID": 369,
+          "Gender": "Female",
+          "Age": 59,
+          "Occupation": "Nurse",
+          "Sleep Duration": 8.1,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 75,
+          "Stress Level": 3,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "140/95",
+          "Heart Rate": 68,
+          "Daily Steps": 7000,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "017",
+        "features": {
+          "Person ID": 277,
+          "Gender": "Male",
+          "Age": 49,
+          "Occupation": "Doctor",
+          "Sleep Duration": 8.1,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 85,
+          "Stress Level": 3,
+          "BMI Category": "Obese",
+          "Blood Pressure": "139/91",
+          "Heart Rate": 86,
+          "Daily Steps": 3700,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "018",
+        "features": {
+          "Person ID": 22,
+          "Gender": "Male",
+          "Age": 30,
+          "Occupation": "Doctor",
+          "Sleep Duration": 7.7,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 75,
+          "Stress Level": 6,
+          "BMI Category": "Normal",
+          "Blood Pressure": "120/80",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "019",
+        "features": {
+          "Person ID": 154,
+          "Gender": "Male",
+          "Age": 39,
+          "Occupation": "Lawyer",
+          "Sleep Duration": 7.2,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 60,
+          "Stress Level": 5,
+          "BMI Category": "Normal",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 68,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "020",
+        "features": {
+          "Person ID": 104,
+          "Gender": "Male",
+          "Age": 36,
+          "Occupation": "Teacher",
+          "Sleep Duration": 6.6,
+          "Quality of Sleep": 5,
+          "Physical Activity Level": 35,
+          "Stress Level": 7,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "129/84",
+          "Heart Rate": 74,
+          "Daily Steps": 4800,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "021",
+        "features": {
+          "Person ID": 343,
+          "Gender": "Female",
+          "Age": 56,
+          "Occupation": "Doctor",
+          "Sleep Duration": 8.2,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 90,
+          "Stress Level": 3,
+          "BMI Category": "Normal Weight",
+          "Blood Pressure": "118/75",
+          "Heart Rate": 65,
+          "Daily Steps": 10000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "022",
+        "features": {
+          "Person ID": 62,
+          "Gender": "Male",
+          "Age": 32,
+          "Occupation": "Doctor",
+          "Sleep Duration": 6.0,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 30,
+          "Stress Level": 8,
+          "BMI Category": "Normal",
+          "Blood Pressure": "125/80",
+          "Heart Rate": 72,
+          "Daily Steps": 5000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "023",
+        "features": {
+          "Person ID": 364,
+          "Gender": "Female",
+          "Age": 59,
+          "Occupation": "Nurse",
+          "Sleep Duration": 8.2,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 75,
+          "Stress Level": 3,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "140/95",
+          "Heart Rate": 68,
+          "Daily Steps": 7000,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "024",
+        "features": {
+          "Person ID": 242,
+          "Gender": "Male",
+          "Age": 44,
+          "Occupation": "Salesperson",
+          "Sleep Duration": 6.3,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 45,
+          "Stress Level": 7,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 72,
+          "Daily Steps": 6000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "025",
+        "features": {
+          "Person ID": 328,
+          "Gender": "Female",
+          "Age": 53,
+          "Occupation": "Engineer",
+          "Sleep Duration": 8.5,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 30,
+          "Stress Level": 3,
+          "BMI Category": "Normal",
+          "Blood Pressure": "125/80",
+          "Heart Rate": 65,
+          "Daily Steps": 5000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "026",
+        "features": {
+          "Person ID": 241,
+          "Gender": "Female",
+          "Age": 44,
+          "Occupation": "Teacher",
+          "Sleep Duration": 6.5,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 45,
+          "Stress Level": 4,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "135/90",
+          "Heart Rate": 65,
+          "Daily Steps": 6000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "027",
+        "features": {
+          "Person ID": 299,
+          "Gender": "Female",
+          "Age": 51,
+          "Occupation": "Engineer",
+          "Sleep Duration": 8.5,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 30,
+          "Stress Level": 3,
+          "BMI Category": "Normal",
+          "Blood Pressure": "125/80",
+          "Heart Rate": 65,
+          "Daily Steps": 5000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "028",
+        "features": {
+          "Person ID": 372,
+          "Gender": "Female",
+          "Age": 59,
+          "Occupation": "Nurse",
+          "Sleep Duration": 8.1,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 75,
+          "Stress Level": 3,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "140/95",
+          "Heart Rate": 68,
+          "Daily Steps": 7000,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "029",
+        "features": {
+          "Person ID": 56,
+          "Gender": "Male",
+          "Age": 32,
+          "Occupation": "Doctor",
+          "Sleep Duration": 6.0,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 30,
+          "Stress Level": 8,
+          "BMI Category": "Normal",
+          "Blood Pressure": "125/80",
+          "Heart Rate": 72,
+          "Daily Steps": 5000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "030",
+        "features": {
+          "Person ID": 192,
+          "Gender": "Male",
+          "Age": 43,
+          "Occupation": "Salesperson",
+          "Sleep Duration": 6.4,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 45,
+          "Stress Level": 7,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 72,
+          "Daily Steps": 6000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "031",
+        "features": {
+          "Person ID": 121,
+          "Gender": "Female",
+          "Age": 37,
+          "Occupation": "Accountant",
+          "Sleep Duration": 7.2,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 60,
+          "Stress Level": 4,
+          "BMI Category": "Normal",
+          "Blood Pressure": "115/75",
+          "Heart Rate": 68,
+          "Daily Steps": 7000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "032",
+        "features": {
+          "Person ID": 111,
+          "Gender": "Female",
+          "Age": 37,
+          "Occupation": "Accountant",
+          "Sleep Duration": 7.2,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 60,
+          "Stress Level": 4,
+          "BMI Category": "Normal",
+          "Blood Pressure": "115/75",
+          "Heart Rate": 68,
+          "Daily Steps": 7000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "033",
+        "features": {
+          "Person ID": 334,
+          "Gender": "Female",
+          "Age": 54,
+          "Occupation": "Engineer",
+          "Sleep Duration": 8.4,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 30,
+          "Stress Level": 3,
+          "BMI Category": "Normal",
+          "Blood Pressure": "125/80",
+          "Heart Rate": 65,
+          "Daily Steps": 5000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "034",
+        "features": {
+          "Person ID": 360,
+          "Gender": "Female",
+          "Age": 59,
+          "Occupation": "Nurse",
+          "Sleep Duration": 8.1,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 75,
+          "Stress Level": 3,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "140/95",
+          "Heart Rate": 68,
+          "Daily Steps": 7000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "035",
+        "features": {
+          "Person ID": 124,
+          "Gender": "Female",
+          "Age": 37,
+          "Occupation": "Accountant",
+          "Sleep Duration": 7.2,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 60,
+          "Stress Level": 4,
+          "BMI Category": "Normal",
+          "Blood Pressure": "115/75",
+          "Heart Rate": 68,
+          "Daily Steps": 7000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "036",
+        "features": {
+          "Person ID": 289,
+          "Gender": "Female",
+          "Age": 50,
+          "Occupation": "Nurse",
+          "Sleep Duration": 6.0,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 90,
+          "Stress Level": 8,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "140/95",
+          "Heart Rate": 75,
+          "Daily Steps": 10000,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "037",
+        "features": {
+          "Person ID": 357,
+          "Gender": "Female",
+          "Age": 58,
+          "Occupation": "Nurse",
+          "Sleep Duration": 8.0,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 75,
+          "Stress Level": 3,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "140/95",
+          "Heart Rate": 68,
+          "Daily Steps": 7000,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "038",
+        "features": {
+          "Person ID": 19,
+          "Gender": "Female",
+          "Age": 29,
+          "Occupation": "Nurse",
+          "Sleep Duration": 6.5,
+          "Quality of Sleep": 5,
+          "Physical Activity Level": 40,
+          "Stress Level": 7,
+          "BMI Category": "Normal Weight",
+          "Blood Pressure": "132/87",
+          "Heart Rate": 80,
+          "Daily Steps": 4000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "039",
+        "features": {
+          "Person ID": 150,
+          "Gender": "Female",
+          "Age": 39,
+          "Occupation": "Accountant",
+          "Sleep Duration": 8.0,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 80,
+          "Stress Level": 3,
+          "BMI Category": "Normal Weight",
+          "Blood Pressure": "115/78",
+          "Heart Rate": 67,
+          "Daily Steps": 7500,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "040",
+        "features": {
+          "Person ID": 167,
+          "Gender": "Male",
+          "Age": 41,
+          "Occupation": "Engineer",
+          "Sleep Duration": 7.3,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 70,
+          "Stress Level": 6,
+          "BMI Category": "Normal Weight",
+          "Blood Pressure": "121/79",
+          "Heart Rate": 72,
+          "Daily Steps": 6200,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "041",
+        "features": {
+          "Person ID": 40,
+          "Gender": "Male",
+          "Age": 31,
+          "Occupation": "Doctor",
+          "Sleep Duration": 7.6,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 75,
+          "Stress Level": 6,
+          "BMI Category": "Normal",
+          "Blood Pressure": "120/80",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "042",
+        "features": {
+          "Person ID": 90,
+          "Gender": "Male",
+          "Age": 35,
+          "Occupation": "Engineer",
+          "Sleep Duration": 7.3,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 60,
+          "Stress Level": 4,
+          "BMI Category": "Normal",
+          "Blood Pressure": "125/80",
+          "Heart Rate": 65,
+          "Daily Steps": 5000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "043",
+        "features": {
+          "Person ID": 325,
+          "Gender": "Female",
+          "Age": 53,
+          "Occupation": "Engineer",
+          "Sleep Duration": 8.3,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 30,
+          "Stress Level": 3,
+          "BMI Category": "Normal",
+          "Blood Pressure": "125/80",
+          "Heart Rate": 65,
+          "Daily Steps": 5000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "044",
+        "features": {
+          "Person ID": 262,
+          "Gender": "Female",
+          "Age": 45,
+          "Occupation": "Teacher",
+          "Sleep Duration": 6.6,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 45,
+          "Stress Level": 4,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "135/90",
+          "Heart Rate": 65,
+          "Daily Steps": 6000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "045",
+        "features": {
+          "Person ID": 291,
+          "Gender": "Female",
+          "Age": 50,
+          "Occupation": "Nurse",
+          "Sleep Duration": 6.0,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 90,
+          "Stress Level": 8,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "140/95",
+          "Heart Rate": 75,
+          "Daily Steps": 10000,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "046",
+        "features": {
+          "Person ID": 322,
+          "Gender": "Female",
+          "Age": 53,
+          "Occupation": "Engineer",
+          "Sleep Duration": 8.4,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 30,
+          "Stress Level": 3,
+          "BMI Category": "Normal",
+          "Blood Pressure": "125/80",
+          "Heart Rate": 65,
+          "Daily Steps": 5000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "047",
+        "features": {
+          "Person ID": 227,
+          "Gender": "Female",
+          "Age": 44,
+          "Occupation": "Teacher",
+          "Sleep Duration": 6.6,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 45,
+          "Stress Level": 4,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "135/90",
+          "Heart Rate": 65,
+          "Daily Steps": 6000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "048",
+        "features": {
+          "Person ID": 236,
+          "Gender": "Male",
+          "Age": 44,
+          "Occupation": "Salesperson",
+          "Sleep Duration": 6.3,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 45,
+          "Stress Level": 7,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 72,
+          "Daily Steps": 6000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "049",
+        "features": {
+          "Person ID": 109,
+          "Gender": "Male",
+          "Age": 37,
+          "Occupation": "Engineer",
+          "Sleep Duration": 7.8,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 70,
+          "Stress Level": 4,
+          "BMI Category": "Normal Weight",
+          "Blood Pressure": "120/80",
+          "Heart Rate": 68,
+          "Daily Steps": 7000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "050",
+        "features": {
+          "Person ID": 257,
+          "Gender": "Female",
+          "Age": 45,
+          "Occupation": "Teacher",
+          "Sleep Duration": 6.6,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 45,
+          "Stress Level": 4,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "135/90",
+          "Heart Rate": 65,
+          "Daily Steps": 6000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "051",
+        "features": {
+          "Person ID": 67,
+          "Gender": "Male",
+          "Age": 32,
+          "Occupation": "Accountant",
+          "Sleep Duration": 7.2,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 50,
+          "Stress Level": 6,
+          "BMI Category": "Normal Weight",
+          "Blood Pressure": "118/76",
+          "Heart Rate": 68,
+          "Daily Steps": 7000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "052",
+        "features": {
+          "Person ID": 303,
+          "Gender": "Female",
+          "Age": 51,
+          "Occupation": "Nurse",
+          "Sleep Duration": 7.1,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 55,
+          "Stress Level": 6,
+          "BMI Category": "Normal Weight",
+          "Blood Pressure": "125/82",
+          "Heart Rate": 72,
+          "Daily Steps": 6000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "053",
+        "features": {
+          "Person ID": 132,
+          "Gender": "Male",
+          "Age": 38,
+          "Occupation": "Lawyer",
+          "Sleep Duration": 7.3,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 60,
+          "Stress Level": 5,
+          "BMI Category": "Normal",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 68,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "054",
+        "features": {
+          "Person ID": 258,
+          "Gender": "Female",
+          "Age": 45,
+          "Occupation": "Teacher",
+          "Sleep Duration": 6.6,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 45,
+          "Stress Level": 4,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "135/90",
+          "Heart Rate": 65,
+          "Daily Steps": 6000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "055",
+        "features": {
+          "Person ID": 314,
+          "Gender": "Female",
+          "Age": 52,
+          "Occupation": "Engineer",
+          "Sleep Duration": 8.4,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 30,
+          "Stress Level": 3,
+          "BMI Category": "Normal",
+          "Blood Pressure": "125/80",
+          "Heart Rate": 65,
+          "Daily Steps": 5000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "056",
+        "features": {
+          "Person ID": 358,
+          "Gender": "Female",
+          "Age": 58,
+          "Occupation": "Nurse",
+          "Sleep Duration": 8.0,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 75,
+          "Stress Level": 3,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "140/95",
+          "Heart Rate": 68,
+          "Daily Steps": 7000,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "057",
+        "features": {
+          "Person ID": 307,
+          "Gender": "Female",
+          "Age": 52,
+          "Occupation": "Accountant",
+          "Sleep Duration": 6.5,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 45,
+          "Stress Level": 7,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 72,
+          "Daily Steps": 6000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "058",
+        "features": {
+          "Person ID": 229,
+          "Gender": "Female",
+          "Age": 44,
+          "Occupation": "Teacher",
+          "Sleep Duration": 6.6,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 45,
+          "Stress Level": 4,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "135/90",
+          "Heart Rate": 65,
+          "Daily Steps": 6000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "059",
+        "features": {
+          "Person ID": 287,
+          "Gender": "Female",
+          "Age": 50,
+          "Occupation": "Nurse",
+          "Sleep Duration": 6.0,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 90,
+          "Stress Level": 8,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "140/95",
+          "Heart Rate": 75,
+          "Daily Steps": 10000,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "060",
+        "features": {
+          "Person ID": 85,
+          "Gender": "Male",
+          "Age": 35,
+          "Occupation": "Software Engineer",
+          "Sleep Duration": 7.5,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 60,
+          "Stress Level": 5,
+          "BMI Category": "Normal Weight",
+          "Blood Pressure": "120/80",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "061",
+        "features": {
+          "Person ID": 202,
+          "Gender": "Male",
+          "Age": 43,
+          "Occupation": "Engineer",
+          "Sleep Duration": 7.8,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 90,
+          "Stress Level": 5,
+          "BMI Category": "Normal",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "062",
+        "features": {
+          "Person ID": 14,
+          "Gender": "Male",
+          "Age": 29,
+          "Occupation": "Doctor",
+          "Sleep Duration": 6.0,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 30,
+          "Stress Level": 8,
+          "BMI Category": "Normal",
+          "Blood Pressure": "120/80",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "063",
+        "features": {
+          "Person ID": 88,
+          "Gender": "Male",
+          "Age": 35,
+          "Occupation": "Engineer",
+          "Sleep Duration": 7.2,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 60,
+          "Stress Level": 4,
+          "BMI Category": "Normal",
+          "Blood Pressure": "125/80",
+          "Heart Rate": 65,
+          "Daily Steps": 5000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "064",
+        "features": {
+          "Person ID": 351,
+          "Gender": "Female",
+          "Age": 57,
+          "Occupation": "Nurse",
+          "Sleep Duration": 8.1,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 75,
+          "Stress Level": 3,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "140/95",
+          "Heart Rate": 68,
+          "Daily Steps": 7000,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "065",
+        "features": {
+          "Person ID": 60,
+          "Gender": "Male",
+          "Age": 32,
+          "Occupation": "Doctor",
+          "Sleep Duration": 7.7,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 75,
+          "Stress Level": 6,
+          "BMI Category": "Normal",
+          "Blood Pressure": "120/80",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "066",
+        "features": {
+          "Person ID": 363,
+          "Gender": "Female",
+          "Age": 59,
+          "Occupation": "Nurse",
+          "Sleep Duration": 8.2,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 75,
+          "Stress Level": 3,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "140/95",
+          "Heart Rate": 68,
+          "Daily Steps": 7000,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "067",
+        "features": {
+          "Person ID": 248,
+          "Gender": "Male",
+          "Age": 44,
+          "Occupation": "Engineer",
+          "Sleep Duration": 6.8,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 45,
+          "Stress Level": 7,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 78,
+          "Daily Steps": 5000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "068",
+        "features": {
+          "Person ID": 194,
+          "Gender": "Male",
+          "Age": 43,
+          "Occupation": "Salesperson",
+          "Sleep Duration": 6.5,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 45,
+          "Stress Level": 7,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 72,
+          "Daily Steps": 6000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "069",
+        "features": {
+          "Person ID": 324,
+          "Gender": "Female",
+          "Age": 53,
+          "Occupation": "Engineer",
+          "Sleep Duration": 8.5,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 30,
+          "Stress Level": 3,
+          "BMI Category": "Normal",
+          "Blood Pressure": "125/80",
+          "Heart Rate": 65,
+          "Daily Steps": 5000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "070",
+        "features": {
+          "Person ID": 182,
+          "Gender": "Male",
+          "Age": 42,
+          "Occupation": "Lawyer",
+          "Sleep Duration": 7.8,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 90,
+          "Stress Level": 5,
+          "BMI Category": "Normal",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "071",
+        "features": {
+          "Person ID": 166,
+          "Gender": "Male",
+          "Age": 41,
+          "Occupation": "Lawyer",
+          "Sleep Duration": 7.6,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 90,
+          "Stress Level": 5,
+          "BMI Category": "Normal",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "072",
+        "features": {
+          "Person ID": 122,
+          "Gender": "Female",
+          "Age": 37,
+          "Occupation": "Accountant",
+          "Sleep Duration": 7.2,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 60,
+          "Stress Level": 4,
+          "BMI Category": "Normal",
+          "Blood Pressure": "115/75",
+          "Heart Rate": 68,
+          "Daily Steps": 7000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "073",
+        "features": {
+          "Person ID": 49,
+          "Gender": "Male",
+          "Age": 31,
+          "Occupation": "Doctor",
+          "Sleep Duration": 7.7,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 75,
+          "Stress Level": 6,
+          "BMI Category": "Normal",
+          "Blood Pressure": "120/80",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "074",
+        "features": {
+          "Person ID": 33,
+          "Gender": "Female",
+          "Age": 31,
+          "Occupation": "Nurse",
+          "Sleep Duration": 7.9,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 75,
+          "Stress Level": 4,
+          "BMI Category": "Normal Weight",
+          "Blood Pressure": "117/76",
+          "Heart Rate": 69,
+          "Daily Steps": 6800,
+          "Sleep Disorder": "No Disorder"
+        }
+      }
+    ],
+    "target_column": "Sleep Disorder",
+    "task_sub_type": "classification",
+    "ranking_ground_truth": {
+      "top_k_ids": [
+        "001",
+        "010",
+        "013",
+        "016",
+        "017",
+        "020",
+        "023",
+        "028",
+        "036",
+        "037",
+        "045",
+        "056",
+        "059",
+        "064",
+        "066"
+      ]
     },
-    "final_decision": {},
-    "what_if": {},
-    "ground_truth": {
-        "extracted_features": [
-            {
-                "scenario_id": "001",
-                "features": {
-                    "Person ID": 31,
-                    "Gender": "Female",
-                    "Age": 30,
-                    "Occupation": "Nurse",
-                    "Sleep Duration": 6.4,
-                    "Quality of Sleep": 5,
-                    "Physical Activity Level": 35,
-                    "Stress Level": 7,
-                    "BMI Category": "Normal Weight",
-                    "Blood Pressure": "130/86",
-                    "Heart Rate": 78,
-                    "Daily Steps": 4100,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "002",
-                "features": {
-                    "Person ID": 11,
-                    "Gender": "Male",
-                    "Age": 29,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 6.1,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 30,
-                    "Stress Level": 8,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "120/80",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "003",
-                "features": {
-                    "Person ID": 7,
-                    "Gender": "Male",
-                    "Age": 29,
-                    "Occupation": "Teacher",
-                    "Sleep Duration": 6.3,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 40,
-                    "Stress Level": 7,
-                    "BMI Category": "Obese",
-                    "Blood Pressure": "140/90",
-                    "Heart Rate": 82,
-                    "Daily Steps": 3500,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "004",
-                "features": {
-                    "Person ID": 30,
-                    "Gender": "Male",
-                    "Age": 30,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 7.9,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 75,
-                    "Stress Level": 6,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "120/80",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "005",
-                "features": {
-                    "Person ID": 234,
-                    "Gender": "Male",
-                    "Age": 44,
-                    "Occupation": "Salesperson",
-                    "Sleep Duration": 6.3,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 7,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 72,
-                    "Daily Steps": 6000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "006",
-                "features": {
-                    "Person ID": 45,
-                    "Gender": "Male",
-                    "Age": 31,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 7.7,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 75,
-                    "Stress Level": 6,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "120/80",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "007",
-                "features": {
-                    "Person ID": 68,
-                    "Gender": "Male",
-                    "Age": 33,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 6.0,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 30,
-                    "Stress Level": 8,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "125/80",
-                    "Heart Rate": 72,
-                    "Daily Steps": 5000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "008",
-                "features": {
-                    "Person ID": 51,
-                    "Gender": "Male",
-                    "Age": 32,
-                    "Occupation": "Engineer",
-                    "Sleep Duration": 7.5,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 3,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "120/80",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "009",
-                "features": {
-                    "Person ID": 181,
-                    "Gender": "Male",
-                    "Age": 42,
-                    "Occupation": "Lawyer",
-                    "Sleep Duration": 7.8,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 90,
-                    "Stress Level": 5,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "010",
-                "features": {
-                    "Person ID": 5,
-                    "Gender": "Male",
-                    "Age": 28,
-                    "Occupation": "Sales Representative",
-                    "Sleep Duration": 5.9,
-                    "Quality of Sleep": 4,
-                    "Physical Activity Level": 30,
-                    "Stress Level": 8,
-                    "BMI Category": "Obese",
-                    "Blood Pressure": "140/90",
-                    "Heart Rate": 85,
-                    "Daily Steps": 3000,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "011",
-                "features": {
-                    "Person ID": 237,
-                    "Gender": "Male",
-                    "Age": 44,
-                    "Occupation": "Salesperson",
-                    "Sleep Duration": 6.4,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 7,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 72,
-                    "Daily Steps": 6000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "012",
-                "features": {
-                    "Person ID": 190,
-                    "Gender": "Male",
-                    "Age": 43,
-                    "Occupation": "Salesperson",
-                    "Sleep Duration": 6.5,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 7,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 72,
-                    "Daily Steps": 6000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "013",
-                "features": {
-                    "Person ID": 275,
-                    "Gender": "Female",
-                    "Age": 49,
-                    "Occupation": "Nurse",
-                    "Sleep Duration": 6.2,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 90,
-                    "Stress Level": 8,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "140/95",
-                    "Heart Rate": 75,
-                    "Daily Steps": 10000,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "014",
-                "features": {
-                    "Person ID": 172,
-                    "Gender": "Male",
-                    "Age": 41,
-                    "Occupation": "Lawyer",
-                    "Sleep Duration": 7.7,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 90,
-                    "Stress Level": 5,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "015",
-                "features": {
-                    "Person ID": 189,
-                    "Gender": "Female",
-                    "Age": 43,
-                    "Occupation": "Teacher",
-                    "Sleep Duration": 6.7,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 4,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "135/90",
-                    "Heart Rate": 65,
-                    "Daily Steps": 6000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "016",
-                "features": {
-                    "Person ID": 369,
-                    "Gender": "Female",
-                    "Age": 59,
-                    "Occupation": "Nurse",
-                    "Sleep Duration": 8.1,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 75,
-                    "Stress Level": 3,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "140/95",
-                    "Heart Rate": 68,
-                    "Daily Steps": 7000,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "017",
-                "features": {
-                    "Person ID": 277,
-                    "Gender": "Male",
-                    "Age": 49,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 8.1,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 85,
-                    "Stress Level": 3,
-                    "BMI Category": "Obese",
-                    "Blood Pressure": "139/91",
-                    "Heart Rate": 86,
-                    "Daily Steps": 3700,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "018",
-                "features": {
-                    "Person ID": 22,
-                    "Gender": "Male",
-                    "Age": 30,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 7.7,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 75,
-                    "Stress Level": 6,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "120/80",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "019",
-                "features": {
-                    "Person ID": 154,
-                    "Gender": "Male",
-                    "Age": 39,
-                    "Occupation": "Lawyer",
-                    "Sleep Duration": 7.2,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 60,
-                    "Stress Level": 5,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 68,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "020",
-                "features": {
-                    "Person ID": 104,
-                    "Gender": "Male",
-                    "Age": 36,
-                    "Occupation": "Teacher",
-                    "Sleep Duration": 6.6,
-                    "Quality of Sleep": 5,
-                    "Physical Activity Level": 35,
-                    "Stress Level": 7,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "129/84",
-                    "Heart Rate": 74,
-                    "Daily Steps": 4800,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "021",
-                "features": {
-                    "Person ID": 343,
-                    "Gender": "Female",
-                    "Age": 56,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 8.2,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 90,
-                    "Stress Level": 3,
-                    "BMI Category": "Normal Weight",
-                    "Blood Pressure": "118/75",
-                    "Heart Rate": 65,
-                    "Daily Steps": 10000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "022",
-                "features": {
-                    "Person ID": 62,
-                    "Gender": "Male",
-                    "Age": 32,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 6.0,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 30,
-                    "Stress Level": 8,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "125/80",
-                    "Heart Rate": 72,
-                    "Daily Steps": 5000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "023",
-                "features": {
-                    "Person ID": 364,
-                    "Gender": "Female",
-                    "Age": 59,
-                    "Occupation": "Nurse",
-                    "Sleep Duration": 8.2,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 75,
-                    "Stress Level": 3,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "140/95",
-                    "Heart Rate": 68,
-                    "Daily Steps": 7000,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "024",
-                "features": {
-                    "Person ID": 242,
-                    "Gender": "Male",
-                    "Age": 44,
-                    "Occupation": "Salesperson",
-                    "Sleep Duration": 6.3,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 7,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 72,
-                    "Daily Steps": 6000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "025",
-                "features": {
-                    "Person ID": 328,
-                    "Gender": "Female",
-                    "Age": 53,
-                    "Occupation": "Engineer",
-                    "Sleep Duration": 8.5,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 30,
-                    "Stress Level": 3,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "125/80",
-                    "Heart Rate": 65,
-                    "Daily Steps": 5000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "026",
-                "features": {
-                    "Person ID": 241,
-                    "Gender": "Female",
-                    "Age": 44,
-                    "Occupation": "Teacher",
-                    "Sleep Duration": 6.5,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 4,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "135/90",
-                    "Heart Rate": 65,
-                    "Daily Steps": 6000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "027",
-                "features": {
-                    "Person ID": 299,
-                    "Gender": "Female",
-                    "Age": 51,
-                    "Occupation": "Engineer",
-                    "Sleep Duration": 8.5,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 30,
-                    "Stress Level": 3,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "125/80",
-                    "Heart Rate": 65,
-                    "Daily Steps": 5000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "028",
-                "features": {
-                    "Person ID": 372,
-                    "Gender": "Female",
-                    "Age": 59,
-                    "Occupation": "Nurse",
-                    "Sleep Duration": 8.1,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 75,
-                    "Stress Level": 3,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "140/95",
-                    "Heart Rate": 68,
-                    "Daily Steps": 7000,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "029",
-                "features": {
-                    "Person ID": 56,
-                    "Gender": "Male",
-                    "Age": 32,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 6.0,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 30,
-                    "Stress Level": 8,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "125/80",
-                    "Heart Rate": 72,
-                    "Daily Steps": 5000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "030",
-                "features": {
-                    "Person ID": 192,
-                    "Gender": "Male",
-                    "Age": 43,
-                    "Occupation": "Salesperson",
-                    "Sleep Duration": 6.4,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 7,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 72,
-                    "Daily Steps": 6000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "031",
-                "features": {
-                    "Person ID": 121,
-                    "Gender": "Female",
-                    "Age": 37,
-                    "Occupation": "Accountant",
-                    "Sleep Duration": 7.2,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 60,
-                    "Stress Level": 4,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "115/75",
-                    "Heart Rate": 68,
-                    "Daily Steps": 7000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "032",
-                "features": {
-                    "Person ID": 111,
-                    "Gender": "Female",
-                    "Age": 37,
-                    "Occupation": "Accountant",
-                    "Sleep Duration": 7.2,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 60,
-                    "Stress Level": 4,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "115/75",
-                    "Heart Rate": 68,
-                    "Daily Steps": 7000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "033",
-                "features": {
-                    "Person ID": 334,
-                    "Gender": "Female",
-                    "Age": 54,
-                    "Occupation": "Engineer",
-                    "Sleep Duration": 8.4,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 30,
-                    "Stress Level": 3,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "125/80",
-                    "Heart Rate": 65,
-                    "Daily Steps": 5000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "034",
-                "features": {
-                    "Person ID": 360,
-                    "Gender": "Female",
-                    "Age": 59,
-                    "Occupation": "Nurse",
-                    "Sleep Duration": 8.1,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 75,
-                    "Stress Level": 3,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "140/95",
-                    "Heart Rate": 68,
-                    "Daily Steps": 7000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "035",
-                "features": {
-                    "Person ID": 124,
-                    "Gender": "Female",
-                    "Age": 37,
-                    "Occupation": "Accountant",
-                    "Sleep Duration": 7.2,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 60,
-                    "Stress Level": 4,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "115/75",
-                    "Heart Rate": 68,
-                    "Daily Steps": 7000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "036",
-                "features": {
-                    "Person ID": 289,
-                    "Gender": "Female",
-                    "Age": 50,
-                    "Occupation": "Nurse",
-                    "Sleep Duration": 6.0,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 90,
-                    "Stress Level": 8,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "140/95",
-                    "Heart Rate": 75,
-                    "Daily Steps": 10000,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "037",
-                "features": {
-                    "Person ID": 357,
-                    "Gender": "Female",
-                    "Age": 58,
-                    "Occupation": "Nurse",
-                    "Sleep Duration": 8.0,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 75,
-                    "Stress Level": 3,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "140/95",
-                    "Heart Rate": 68,
-                    "Daily Steps": 7000,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "038",
-                "features": {
-                    "Person ID": 19,
-                    "Gender": "Female",
-                    "Age": 29,
-                    "Occupation": "Nurse",
-                    "Sleep Duration": 6.5,
-                    "Quality of Sleep": 5,
-                    "Physical Activity Level": 40,
-                    "Stress Level": 7,
-                    "BMI Category": "Normal Weight",
-                    "Blood Pressure": "132/87",
-                    "Heart Rate": 80,
-                    "Daily Steps": 4000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "039",
-                "features": {
-                    "Person ID": 150,
-                    "Gender": "Female",
-                    "Age": 39,
-                    "Occupation": "Accountant",
-                    "Sleep Duration": 8.0,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 80,
-                    "Stress Level": 3,
-                    "BMI Category": "Normal Weight",
-                    "Blood Pressure": "115/78",
-                    "Heart Rate": 67,
-                    "Daily Steps": 7500,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "040",
-                "features": {
-                    "Person ID": 167,
-                    "Gender": "Male",
-                    "Age": 41,
-                    "Occupation": "Engineer",
-                    "Sleep Duration": 7.3,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 70,
-                    "Stress Level": 6,
-                    "BMI Category": "Normal Weight",
-                    "Blood Pressure": "121/79",
-                    "Heart Rate": 72,
-                    "Daily Steps": 6200,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "041",
-                "features": {
-                    "Person ID": 40,
-                    "Gender": "Male",
-                    "Age": 31,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 7.6,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 75,
-                    "Stress Level": 6,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "120/80",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "042",
-                "features": {
-                    "Person ID": 90,
-                    "Gender": "Male",
-                    "Age": 35,
-                    "Occupation": "Engineer",
-                    "Sleep Duration": 7.3,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 60,
-                    "Stress Level": 4,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "125/80",
-                    "Heart Rate": 65,
-                    "Daily Steps": 5000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "043",
-                "features": {
-                    "Person ID": 325,
-                    "Gender": "Female",
-                    "Age": 53,
-                    "Occupation": "Engineer",
-                    "Sleep Duration": 8.3,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 30,
-                    "Stress Level": 3,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "125/80",
-                    "Heart Rate": 65,
-                    "Daily Steps": 5000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "044",
-                "features": {
-                    "Person ID": 262,
-                    "Gender": "Female",
-                    "Age": 45,
-                    "Occupation": "Teacher",
-                    "Sleep Duration": 6.6,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 4,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "135/90",
-                    "Heart Rate": 65,
-                    "Daily Steps": 6000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "045",
-                "features": {
-                    "Person ID": 291,
-                    "Gender": "Female",
-                    "Age": 50,
-                    "Occupation": "Nurse",
-                    "Sleep Duration": 6.0,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 90,
-                    "Stress Level": 8,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "140/95",
-                    "Heart Rate": 75,
-                    "Daily Steps": 10000,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "046",
-                "features": {
-                    "Person ID": 322,
-                    "Gender": "Female",
-                    "Age": 53,
-                    "Occupation": "Engineer",
-                    "Sleep Duration": 8.4,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 30,
-                    "Stress Level": 3,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "125/80",
-                    "Heart Rate": 65,
-                    "Daily Steps": 5000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "047",
-                "features": {
-                    "Person ID": 227,
-                    "Gender": "Female",
-                    "Age": 44,
-                    "Occupation": "Teacher",
-                    "Sleep Duration": 6.6,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 4,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "135/90",
-                    "Heart Rate": 65,
-                    "Daily Steps": 6000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "048",
-                "features": {
-                    "Person ID": 236,
-                    "Gender": "Male",
-                    "Age": 44,
-                    "Occupation": "Salesperson",
-                    "Sleep Duration": 6.3,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 7,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 72,
-                    "Daily Steps": 6000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "049",
-                "features": {
-                    "Person ID": 109,
-                    "Gender": "Male",
-                    "Age": 37,
-                    "Occupation": "Engineer",
-                    "Sleep Duration": 7.8,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 70,
-                    "Stress Level": 4,
-                    "BMI Category": "Normal Weight",
-                    "Blood Pressure": "120/80",
-                    "Heart Rate": 68,
-                    "Daily Steps": 7000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "050",
-                "features": {
-                    "Person ID": 257,
-                    "Gender": "Female",
-                    "Age": 45,
-                    "Occupation": "Teacher",
-                    "Sleep Duration": 6.6,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 4,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "135/90",
-                    "Heart Rate": 65,
-                    "Daily Steps": 6000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "051",
-                "features": {
-                    "Person ID": 67,
-                    "Gender": "Male",
-                    "Age": 32,
-                    "Occupation": "Accountant",
-                    "Sleep Duration": 7.2,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 50,
-                    "Stress Level": 6,
-                    "BMI Category": "Normal Weight",
-                    "Blood Pressure": "118/76",
-                    "Heart Rate": 68,
-                    "Daily Steps": 7000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "052",
-                "features": {
-                    "Person ID": 303,
-                    "Gender": "Female",
-                    "Age": 51,
-                    "Occupation": "Nurse",
-                    "Sleep Duration": 7.1,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 55,
-                    "Stress Level": 6,
-                    "BMI Category": "Normal Weight",
-                    "Blood Pressure": "125/82",
-                    "Heart Rate": 72,
-                    "Daily Steps": 6000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "053",
-                "features": {
-                    "Person ID": 132,
-                    "Gender": "Male",
-                    "Age": 38,
-                    "Occupation": "Lawyer",
-                    "Sleep Duration": 7.3,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 60,
-                    "Stress Level": 5,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 68,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "054",
-                "features": {
-                    "Person ID": 258,
-                    "Gender": "Female",
-                    "Age": 45,
-                    "Occupation": "Teacher",
-                    "Sleep Duration": 6.6,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 4,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "135/90",
-                    "Heart Rate": 65,
-                    "Daily Steps": 6000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "055",
-                "features": {
-                    "Person ID": 314,
-                    "Gender": "Female",
-                    "Age": 52,
-                    "Occupation": "Engineer",
-                    "Sleep Duration": 8.4,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 30,
-                    "Stress Level": 3,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "125/80",
-                    "Heart Rate": 65,
-                    "Daily Steps": 5000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "056",
-                "features": {
-                    "Person ID": 358,
-                    "Gender": "Female",
-                    "Age": 58,
-                    "Occupation": "Nurse",
-                    "Sleep Duration": 8.0,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 75,
-                    "Stress Level": 3,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "140/95",
-                    "Heart Rate": 68,
-                    "Daily Steps": 7000,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "057",
-                "features": {
-                    "Person ID": 307,
-                    "Gender": "Female",
-                    "Age": 52,
-                    "Occupation": "Accountant",
-                    "Sleep Duration": 6.5,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 7,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 72,
-                    "Daily Steps": 6000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "058",
-                "features": {
-                    "Person ID": 229,
-                    "Gender": "Female",
-                    "Age": 44,
-                    "Occupation": "Teacher",
-                    "Sleep Duration": 6.6,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 4,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "135/90",
-                    "Heart Rate": 65,
-                    "Daily Steps": 6000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "059",
-                "features": {
-                    "Person ID": 287,
-                    "Gender": "Female",
-                    "Age": 50,
-                    "Occupation": "Nurse",
-                    "Sleep Duration": 6.0,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 90,
-                    "Stress Level": 8,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "140/95",
-                    "Heart Rate": 75,
-                    "Daily Steps": 10000,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "060",
-                "features": {
-                    "Person ID": 85,
-                    "Gender": "Male",
-                    "Age": 35,
-                    "Occupation": "Software Engineer",
-                    "Sleep Duration": 7.5,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 60,
-                    "Stress Level": 5,
-                    "BMI Category": "Normal Weight",
-                    "Blood Pressure": "120/80",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "061",
-                "features": {
-                    "Person ID": 202,
-                    "Gender": "Male",
-                    "Age": 43,
-                    "Occupation": "Engineer",
-                    "Sleep Duration": 7.8,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 90,
-                    "Stress Level": 5,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "062",
-                "features": {
-                    "Person ID": 14,
-                    "Gender": "Male",
-                    "Age": 29,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 6.0,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 30,
-                    "Stress Level": 8,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "120/80",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "063",
-                "features": {
-                    "Person ID": 88,
-                    "Gender": "Male",
-                    "Age": 35,
-                    "Occupation": "Engineer",
-                    "Sleep Duration": 7.2,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 60,
-                    "Stress Level": 4,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "125/80",
-                    "Heart Rate": 65,
-                    "Daily Steps": 5000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "064",
-                "features": {
-                    "Person ID": 351,
-                    "Gender": "Female",
-                    "Age": 57,
-                    "Occupation": "Nurse",
-                    "Sleep Duration": 8.1,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 75,
-                    "Stress Level": 3,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "140/95",
-                    "Heart Rate": 68,
-                    "Daily Steps": 7000,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "065",
-                "features": {
-                    "Person ID": 60,
-                    "Gender": "Male",
-                    "Age": 32,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 7.7,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 75,
-                    "Stress Level": 6,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "120/80",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "066",
-                "features": {
-                    "Person ID": 363,
-                    "Gender": "Female",
-                    "Age": 59,
-                    "Occupation": "Nurse",
-                    "Sleep Duration": 8.2,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 75,
-                    "Stress Level": 3,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "140/95",
-                    "Heart Rate": 68,
-                    "Daily Steps": 7000,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "067",
-                "features": {
-                    "Person ID": 248,
-                    "Gender": "Male",
-                    "Age": 44,
-                    "Occupation": "Engineer",
-                    "Sleep Duration": 6.8,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 7,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 78,
-                    "Daily Steps": 5000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "068",
-                "features": {
-                    "Person ID": 194,
-                    "Gender": "Male",
-                    "Age": 43,
-                    "Occupation": "Salesperson",
-                    "Sleep Duration": 6.5,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 7,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 72,
-                    "Daily Steps": 6000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "069",
-                "features": {
-                    "Person ID": 324,
-                    "Gender": "Female",
-                    "Age": 53,
-                    "Occupation": "Engineer",
-                    "Sleep Duration": 8.5,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 30,
-                    "Stress Level": 3,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "125/80",
-                    "Heart Rate": 65,
-                    "Daily Steps": 5000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "070",
-                "features": {
-                    "Person ID": 182,
-                    "Gender": "Male",
-                    "Age": 42,
-                    "Occupation": "Lawyer",
-                    "Sleep Duration": 7.8,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 90,
-                    "Stress Level": 5,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "071",
-                "features": {
-                    "Person ID": 166,
-                    "Gender": "Male",
-                    "Age": 41,
-                    "Occupation": "Lawyer",
-                    "Sleep Duration": 7.6,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 90,
-                    "Stress Level": 5,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "072",
-                "features": {
-                    "Person ID": 122,
-                    "Gender": "Female",
-                    "Age": 37,
-                    "Occupation": "Accountant",
-                    "Sleep Duration": 7.2,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 60,
-                    "Stress Level": 4,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "115/75",
-                    "Heart Rate": 68,
-                    "Daily Steps": 7000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "073",
-                "features": {
-                    "Person ID": 49,
-                    "Gender": "Male",
-                    "Age": 31,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 7.7,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 75,
-                    "Stress Level": 6,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "120/80",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "074",
-                "features": {
-                    "Person ID": 33,
-                    "Gender": "Female",
-                    "Age": 31,
-                    "Occupation": "Nurse",
-                    "Sleep Duration": 7.9,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 75,
-                    "Stress Level": 4,
-                    "BMI Category": "Normal Weight",
-                    "Blood Pressure": "117/76",
-                    "Heart Rate": 69,
-                    "Daily Steps": 6800,
-                    "Sleep Disorder": null
-                }
-            }
-        ],
-        "target_column": "Sleep Disorder",
-        "task_sub_type": "classification",
-        "ranking_ground_truth": {
-            "top_k_ids": [
-                "001",
-                "010",
-                "013",
-                "016",
-                "017",
-                "020",
-                "023",
-                "028",
-                "036",
-                "037",
-                "045",
-                "056",
-                "059",
-                "064",
-                "066"
-            ]
-        },
-        "active_filters": [],
-        "target_class_value": "sleep apnea"
-    },
-    "response": "",
-    "evaluation_score": {}
-}
\ No newline at end of file
+    "active_filters": [],
+    "target_class_value": "sleep apnea"
+  },
+  "response": "",
+  "evaluation_score": {}
+}
diff --git a/ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_004/history.csv b/ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_004/history.csv
index 0b6c45f106984cd82905894e0f7cd31ad56507f4..a9ed9c9507a0b437fe865761931093c47aff7704 100644
--- a/ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_004/history.csv
+++ b/ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_004/history.csv
@@ -1,153 +1,153 @@
 Person ID,Gender,Age,Occupation,Sleep Duration,Quality of Sleep,Physical Activity Level,Stress Level,BMI Category,Blood Pressure,Heart Rate,Daily Steps,Sleep Disorder
-1,Male,27,Software Engineer,6.1,6,42,6,Overweight,126/83,77,4200,
-2,Male,28,Doctor,6.2,6,60,8,Normal,125/80,75,10000,
-3,Male,28,Doctor,6.2,6,60,8,Normal,125/80,75,10000,
+1,Male,27,Software Engineer,6.1,6,42,6,Overweight,126/83,77,4200,No Disorder
+2,Male,28,Doctor,6.2,6,60,8,Normal,125/80,75,10000,No Disorder
+3,Male,28,Doctor,6.2,6,60,8,Normal,125/80,75,10000,No Disorder
 4,Male,28,Sales Representative,5.9,4,30,8,Obese,140/90,85,3000,Sleep Apnea
 6,Male,28,Software Engineer,5.9,4,30,8,Obese,140/90,85,3000,Insomnia
-8,Male,29,Doctor,7.8,7,75,6,Normal,120/80,70,8000,
-9,Male,29,Doctor,7.8,7,75,6,Normal,120/80,70,8000,
-10,Male,29,Doctor,7.8,7,75,6,Normal,120/80,70,8000,
-12,Male,29,Doctor,7.8,7,75,6,Normal,120/80,70,8000,
-13,Male,29,Doctor,6.1,6,30,8,Normal,120/80,70,8000,
-15,Male,29,Doctor,6.0,6,30,8,Normal,120/80,70,8000,
-16,Male,29,Doctor,6.0,6,30,8,Normal,120/80,70,8000,
+8,Male,29,Doctor,7.8,7,75,6,Normal,120/80,70,8000,No Disorder
+9,Male,29,Doctor,7.8,7,75,6,Normal,120/80,70,8000,No Disorder
+10,Male,29,Doctor,7.8,7,75,6,Normal,120/80,70,8000,No Disorder
+12,Male,29,Doctor,7.8,7,75,6,Normal,120/80,70,8000,No Disorder
+13,Male,29,Doctor,6.1,6,30,8,Normal,120/80,70,8000,No Disorder
+15,Male,29,Doctor,6.0,6,30,8,Normal,120/80,70,8000,No Disorder
+16,Male,29,Doctor,6.0,6,30,8,Normal,120/80,70,8000,No Disorder
 17,Female,29,Nurse,6.5,5,40,7,Normal Weight,132/87,80,4000,Sleep Apnea
 18,Male,29,Doctor,6.0,6,30,8,Normal,120/80,70,8000,Sleep Apnea
-20,Male,30,Doctor,7.6,7,75,6,Normal,120/80,70,8000,
-21,Male,30,Doctor,7.7,7,75,6,Normal,120/80,70,8000,
-23,Male,30,Doctor,7.7,7,75,6,Normal,120/80,70,8000,
-24,Male,30,Doctor,7.7,7,75,6,Normal,120/80,70,8000,
-25,Male,30,Doctor,7.8,7,75,6,Normal,120/80,70,8000,
-26,Male,30,Doctor,7.9,7,75,6,Normal,120/80,70,8000,
-27,Male,30,Doctor,7.8,7,75,6,Normal,120/80,70,8000,
-28,Male,30,Doctor,7.9,7,75,6,Normal,120/80,70,8000,
-29,Male,30,Doctor,7.9,7,75,6,Normal,120/80,70,8000,
+20,Male,30,Doctor,7.6,7,75,6,Normal,120/80,70,8000,No Disorder
+21,Male,30,Doctor,7.7,7,75,6,Normal,120/80,70,8000,No Disorder
+23,Male,30,Doctor,7.7,7,75,6,Normal,120/80,70,8000,No Disorder
+24,Male,30,Doctor,7.7,7,75,6,Normal,120/80,70,8000,No Disorder
+25,Male,30,Doctor,7.8,7,75,6,Normal,120/80,70,8000,No Disorder
+26,Male,30,Doctor,7.9,7,75,6,Normal,120/80,70,8000,No Disorder
+27,Male,30,Doctor,7.8,7,75,6,Normal,120/80,70,8000,No Disorder
+28,Male,30,Doctor,7.9,7,75,6,Normal,120/80,70,8000,No Disorder
+29,Male,30,Doctor,7.9,7,75,6,Normal,120/80,70,8000,No Disorder
 32,Female,30,Nurse,6.4,5,35,7,Normal Weight,130/86,78,4100,Insomnia
-34,Male,31,Doctor,6.1,6,30,8,Normal,125/80,72,5000,
-35,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,
-36,Male,31,Doctor,6.1,6,30,8,Normal,125/80,72,5000,
-37,Male,31,Doctor,6.1,6,30,8,Normal,125/80,72,5000,
-38,Male,31,Doctor,7.6,7,75,6,Normal,120/80,70,8000,
-39,Male,31,Doctor,7.6,7,75,6,Normal,120/80,70,8000,
-41,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,
-42,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,
-43,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,
-44,Male,31,Doctor,7.8,7,75,6,Normal,120/80,70,8000,
-46,Male,31,Doctor,7.8,7,75,6,Normal,120/80,70,8000,
-47,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,
-48,Male,31,Doctor,7.8,7,75,6,Normal,120/80,70,8000,
+34,Male,31,Doctor,6.1,6,30,8,Normal,125/80,72,5000,No Disorder
+35,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,No Disorder
+36,Male,31,Doctor,6.1,6,30,8,Normal,125/80,72,5000,No Disorder
+37,Male,31,Doctor,6.1,6,30,8,Normal,125/80,72,5000,No Disorder
+38,Male,31,Doctor,7.6,7,75,6,Normal,120/80,70,8000,No Disorder
+39,Male,31,Doctor,7.6,7,75,6,Normal,120/80,70,8000,No Disorder
+41,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,No Disorder
+42,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,No Disorder
+43,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,No Disorder
+44,Male,31,Doctor,7.8,7,75,6,Normal,120/80,70,8000,No Disorder
+46,Male,31,Doctor,7.8,7,75,6,Normal,120/80,70,8000,No Disorder
+47,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,No Disorder
+48,Male,31,Doctor,7.8,7,75,6,Normal,120/80,70,8000,No Disorder
 50,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,Sleep Apnea
-52,Male,32,Engineer,7.5,8,45,3,Normal,120/80,70,8000,
-53,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,
-54,Male,32,Doctor,7.6,7,75,6,Normal,120/80,70,8000,
-55,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,
-57,Male,32,Doctor,7.7,7,75,6,Normal,120/80,70,8000,
-58,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,
-59,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,
-61,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,
-63,Male,32,Doctor,6.2,6,30,8,Normal,125/80,72,5000,
-64,Male,32,Doctor,6.2,6,30,8,Normal,125/80,72,5000,
-65,Male,32,Doctor,6.2,6,30,8,Normal,125/80,72,5000,
-66,Male,32,Doctor,6.2,6,30,8,Normal,125/80,72,5000,
-69,Female,33,Scientist,6.2,6,50,6,Overweight,128/85,76,5500,
-70,Female,33,Scientist,6.2,6,50,6,Overweight,128/85,76,5500,
-71,Male,33,Doctor,6.1,6,30,8,Normal,125/80,72,5000,
-72,Male,33,Doctor,6.1,6,30,8,Normal,125/80,72,5000,
-73,Male,33,Doctor,6.1,6,30,8,Normal,125/80,72,5000,
-74,Male,33,Doctor,6.1,6,30,8,Normal,125/80,72,5000,
-75,Male,33,Doctor,6.0,6,30,8,Normal,125/80,72,5000,
-76,Male,33,Doctor,6.0,6,30,8,Normal,125/80,72,5000,
-77,Male,33,Doctor,6.0,6,30,8,Normal,125/80,72,5000,
-78,Male,33,Doctor,6.0,6,30,8,Normal,125/80,72,5000,
-79,Male,33,Doctor,6.0,6,30,8,Normal,125/80,72,5000,
-80,Male,33,Doctor,6.0,6,30,8,Normal,125/80,72,5000,
+52,Male,32,Engineer,7.5,8,45,3,Normal,120/80,70,8000,No Disorder
+53,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,No Disorder
+54,Male,32,Doctor,7.6,7,75,6,Normal,120/80,70,8000,No Disorder
+55,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,No Disorder
+57,Male,32,Doctor,7.7,7,75,6,Normal,120/80,70,8000,No Disorder
+58,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,No Disorder
+59,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,No Disorder
+61,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,No Disorder
+63,Male,32,Doctor,6.2,6,30,8,Normal,125/80,72,5000,No Disorder
+64,Male,32,Doctor,6.2,6,30,8,Normal,125/80,72,5000,No Disorder
+65,Male,32,Doctor,6.2,6,30,8,Normal,125/80,72,5000,No Disorder
+66,Male,32,Doctor,6.2,6,30,8,Normal,125/80,72,5000,No Disorder
+69,Female,33,Scientist,6.2,6,50,6,Overweight,128/85,76,5500,No Disorder
+70,Female,33,Scientist,6.2,6,50,6,Overweight,128/85,76,5500,No Disorder
+71,Male,33,Doctor,6.1,6,30,8,Normal,125/80,72,5000,No Disorder
+72,Male,33,Doctor,6.1,6,30,8,Normal,125/80,72,5000,No Disorder
+73,Male,33,Doctor,6.1,6,30,8,Normal,125/80,72,5000,No Disorder
+74,Male,33,Doctor,6.1,6,30,8,Normal,125/80,72,5000,No Disorder
+75,Male,33,Doctor,6.0,6,30,8,Normal,125/80,72,5000,No Disorder
+76,Male,33,Doctor,6.0,6,30,8,Normal,125/80,72,5000,No Disorder
+77,Male,33,Doctor,6.0,6,30,8,Normal,125/80,72,5000,No Disorder
+78,Male,33,Doctor,6.0,6,30,8,Normal,125/80,72,5000,No Disorder
+79,Male,33,Doctor,6.0,6,30,8,Normal,125/80,72,5000,No Disorder
+80,Male,33,Doctor,6.0,6,30,8,Normal,125/80,72,5000,No Disorder
 81,Female,34,Scientist,5.8,4,32,8,Overweight,131/86,81,5200,Sleep Apnea
 82,Female,34,Scientist,5.8,4,32,8,Overweight,131/86,81,5200,Sleep Apnea
-83,Male,35,Teacher,6.7,7,40,5,Overweight,128/84,70,5600,
-84,Male,35,Teacher,6.7,7,40,5,Overweight,128/84,70,5600,
-86,Female,35,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-87,Male,35,Engineer,7.2,8,60,4,Normal,125/80,65,5000,
-89,Male,35,Engineer,7.3,8,60,4,Normal,125/80,65,5000,
-91,Male,35,Engineer,7.3,8,60,4,Normal,125/80,65,5000,
-92,Male,35,Engineer,7.3,8,60,4,Normal,125/80,65,5000,
-93,Male,35,Software Engineer,7.5,8,60,5,Normal Weight,120/80,70,8000,
+83,Male,35,Teacher,6.7,7,40,5,Overweight,128/84,70,5600,No Disorder
+84,Male,35,Teacher,6.7,7,40,5,Overweight,128/84,70,5600,No Disorder
+86,Female,35,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+87,Male,35,Engineer,7.2,8,60,4,Normal,125/80,65,5000,No Disorder
+89,Male,35,Engineer,7.3,8,60,4,Normal,125/80,65,5000,No Disorder
+91,Male,35,Engineer,7.3,8,60,4,Normal,125/80,65,5000,No Disorder
+92,Male,35,Engineer,7.3,8,60,4,Normal,125/80,65,5000,No Disorder
+93,Male,35,Software Engineer,7.5,8,60,5,Normal Weight,120/80,70,8000,No Disorder
 94,Male,35,Lawyer,7.4,7,60,5,Obese,135/88,84,3300,Sleep Apnea
 95,Female,36,Accountant,7.2,8,60,4,Normal,115/75,68,7000,Insomnia
-96,Female,36,Accountant,7.1,8,60,4,Normal,115/75,68,7000,
-97,Female,36,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-98,Female,36,Accountant,7.1,8,60,4,Normal,115/75,68,7000,
-99,Female,36,Teacher,7.1,8,60,4,Normal,115/75,68,7000,
-100,Female,36,Teacher,7.1,8,60,4,Normal,115/75,68,7000,
-101,Female,36,Teacher,7.2,8,60,4,Normal,115/75,68,7000,
-102,Female,36,Teacher,7.2,8,60,4,Normal,115/75,68,7000,
-103,Female,36,Teacher,7.2,8,60,4,Normal,115/75,68,7000,
+96,Female,36,Accountant,7.1,8,60,4,Normal,115/75,68,7000,No Disorder
+97,Female,36,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+98,Female,36,Accountant,7.1,8,60,4,Normal,115/75,68,7000,No Disorder
+99,Female,36,Teacher,7.1,8,60,4,Normal,115/75,68,7000,No Disorder
+100,Female,36,Teacher,7.1,8,60,4,Normal,115/75,68,7000,No Disorder
+101,Female,36,Teacher,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+102,Female,36,Teacher,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+103,Female,36,Teacher,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
 105,Female,36,Teacher,7.2,8,60,4,Normal,115/75,68,7000,Sleep Apnea
 106,Male,36,Teacher,6.6,5,35,7,Overweight,129/84,74,4800,Insomnia
-107,Female,37,Nurse,6.1,6,42,6,Overweight,126/83,77,4200,
-108,Male,37,Engineer,7.8,8,70,4,Normal Weight,120/80,68,7000,
-110,Male,37,Lawyer,7.4,8,60,5,Normal,130/85,68,8000,
-112,Male,37,Lawyer,7.4,8,60,5,Normal,130/85,68,8000,
-113,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-114,Male,37,Lawyer,7.4,8,60,5,Normal,130/85,68,8000,
-115,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-116,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-117,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-118,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-119,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-120,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-123,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-125,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-126,Female,37,Nurse,7.5,8,60,4,Normal Weight,120/80,70,8000,
-127,Male,38,Lawyer,7.3,8,60,5,Normal,130/85,68,8000,
-128,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,
-129,Male,38,Lawyer,7.3,8,60,5,Normal,130/85,68,8000,
-130,Male,38,Lawyer,7.3,8,60,5,Normal,130/85,68,8000,
-131,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,
-133,Male,38,Lawyer,7.3,8,60,5,Normal,130/85,68,8000,
-134,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,
-135,Male,38,Lawyer,7.3,8,60,5,Normal,130/85,68,8000,
-136,Male,38,Lawyer,7.3,8,60,5,Normal,130/85,68,8000,
-137,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,
-138,Male,38,Lawyer,7.1,8,60,5,Normal,130/85,68,8000,
-139,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,
-140,Male,38,Lawyer,7.1,8,60,5,Normal,130/85,68,8000,
-141,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,
-142,Male,38,Lawyer,7.1,8,60,5,Normal,130/85,68,8000,
-143,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,
-144,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,
+107,Female,37,Nurse,6.1,6,42,6,Overweight,126/83,77,4200,No Disorder
+108,Male,37,Engineer,7.8,8,70,4,Normal Weight,120/80,68,7000,No Disorder
+110,Male,37,Lawyer,7.4,8,60,5,Normal,130/85,68,8000,No Disorder
+112,Male,37,Lawyer,7.4,8,60,5,Normal,130/85,68,8000,No Disorder
+113,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+114,Male,37,Lawyer,7.4,8,60,5,Normal,130/85,68,8000,No Disorder
+115,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+116,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+117,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+118,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+119,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+120,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+123,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+125,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+126,Female,37,Nurse,7.5,8,60,4,Normal Weight,120/80,70,8000,No Disorder
+127,Male,38,Lawyer,7.3,8,60,5,Normal,130/85,68,8000,No Disorder
+128,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,No Disorder
+129,Male,38,Lawyer,7.3,8,60,5,Normal,130/85,68,8000,No Disorder
+130,Male,38,Lawyer,7.3,8,60,5,Normal,130/85,68,8000,No Disorder
+131,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,No Disorder
+133,Male,38,Lawyer,7.3,8,60,5,Normal,130/85,68,8000,No Disorder
+134,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,No Disorder
+135,Male,38,Lawyer,7.3,8,60,5,Normal,130/85,68,8000,No Disorder
+136,Male,38,Lawyer,7.3,8,60,5,Normal,130/85,68,8000,No Disorder
+137,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,No Disorder
+138,Male,38,Lawyer,7.1,8,60,5,Normal,130/85,68,8000,No Disorder
+139,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,No Disorder
+140,Male,38,Lawyer,7.1,8,60,5,Normal,130/85,68,8000,No Disorder
+141,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,No Disorder
+142,Male,38,Lawyer,7.1,8,60,5,Normal,130/85,68,8000,No Disorder
+143,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,No Disorder
+144,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,No Disorder
 145,Male,38,Lawyer,7.1,8,60,5,Normal,130/85,68,8000,Sleep Apnea
 146,Female,38,Lawyer,7.4,7,60,5,Obese,135/88,84,3300,Sleep Apnea
 147,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,Insomnia
 148,Male,39,Engineer,6.5,5,40,7,Overweight,132/87,80,4000,Insomnia
-149,Female,39,Lawyer,6.9,7,50,6,Normal Weight,128/85,75,5500,
-151,Female,39,Accountant,8.0,9,80,3,Normal Weight,115/78,67,7500,
-152,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,
-153,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,
-155,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,
-156,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,
-157,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,
-158,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,
-159,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,
-160,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,
-161,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,
-162,Female,40,Accountant,7.2,8,55,6,Normal Weight,119/77,73,7300,
-163,Female,40,Accountant,7.2,8,55,6,Normal Weight,119/77,73,7300,
-164,Male,40,Lawyer,7.9,8,90,5,Normal,130/85,68,8000,
-165,Male,40,Lawyer,7.9,8,90,5,Normal,130/85,68,8000,
-168,Male,41,Lawyer,7.1,7,55,6,Overweight,125/82,72,6000,
-169,Male,41,Lawyer,7.1,7,55,6,Overweight,125/82,72,6000,
-170,Male,41,Lawyer,7.7,8,90,5,Normal,130/85,70,8000,
-171,Male,41,Lawyer,7.7,8,90,5,Normal,130/85,70,8000,
-173,Male,41,Lawyer,7.7,8,90,5,Normal,130/85,70,8000,
-174,Male,41,Lawyer,7.7,8,90,5,Normal,130/85,70,8000,
-175,Male,41,Lawyer,7.6,8,90,5,Normal,130/85,70,8000,
-176,Male,41,Lawyer,7.6,8,90,5,Normal,130/85,70,8000,
-177,Male,41,Lawyer,7.6,8,90,5,Normal,130/85,70,8000,
+149,Female,39,Lawyer,6.9,7,50,6,Normal Weight,128/85,75,5500,No Disorder
+151,Female,39,Accountant,8.0,9,80,3,Normal Weight,115/78,67,7500,No Disorder
+152,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,No Disorder
+153,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,No Disorder
+155,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,No Disorder
+156,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,No Disorder
+157,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,No Disorder
+158,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,No Disorder
+159,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,No Disorder
+160,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,No Disorder
+161,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,No Disorder
+162,Female,40,Accountant,7.2,8,55,6,Normal Weight,119/77,73,7300,No Disorder
+163,Female,40,Accountant,7.2,8,55,6,Normal Weight,119/77,73,7300,No Disorder
+164,Male,40,Lawyer,7.9,8,90,5,Normal,130/85,68,8000,No Disorder
+165,Male,40,Lawyer,7.9,8,90,5,Normal,130/85,68,8000,No Disorder
+168,Male,41,Lawyer,7.1,7,55,6,Overweight,125/82,72,6000,No Disorder
+169,Male,41,Lawyer,7.1,7,55,6,Overweight,125/82,72,6000,No Disorder
+170,Male,41,Lawyer,7.7,8,90,5,Normal,130/85,70,8000,No Disorder
+171,Male,41,Lawyer,7.7,8,90,5,Normal,130/85,70,8000,No Disorder
+173,Male,41,Lawyer,7.7,8,90,5,Normal,130/85,70,8000,No Disorder
+174,Male,41,Lawyer,7.7,8,90,5,Normal,130/85,70,8000,No Disorder
+175,Male,41,Lawyer,7.6,8,90,5,Normal,130/85,70,8000,No Disorder
+176,Male,41,Lawyer,7.6,8,90,5,Normal,130/85,70,8000,No Disorder
+177,Male,41,Lawyer,7.6,8,90,5,Normal,130/85,70,8000,No Disorder
 178,Male,42,Salesperson,6.5,6,45,7,Overweight,130/85,72,6000,Insomnia
-179,Male,42,Lawyer,7.8,8,90,5,Normal,130/85,70,8000,
-180,Male,42,Lawyer,7.8,8,90,5,Normal,130/85,70,8000,
-183,Male,42,Lawyer,7.8,8,90,5,Normal,130/85,70,8000,
-184,Male,42,Lawyer,7.8,8,90,5,Normal,130/85,70,8000,
+179,Male,42,Lawyer,7.8,8,90,5,Normal,130/85,70,8000,No Disorder
+180,Male,42,Lawyer,7.8,8,90,5,Normal,130/85,70,8000,No Disorder
+183,Male,42,Lawyer,7.8,8,90,5,Normal,130/85,70,8000,No Disorder
+184,Male,42,Lawyer,7.8,8,90,5,Normal,130/85,70,8000,No Disorder
 185,Female,42,Teacher,6.8,6,45,7,Overweight,130/85,78,5000,Sleep Apnea
 186,Female,42,Teacher,6.8,6,45,7,Overweight,130/85,78,5000,Sleep Apnea
 187,Female,43,Teacher,6.7,7,45,4,Overweight,135/90,65,6000,Insomnia
@@ -162,21 +162,21 @@ Person ID,Gender,Age,Occupation,Sleep Duration,Quality of Sleep,Physical Activit
 200,Male,43,Salesperson,6.5,6,45,7,Overweight,130/85,72,6000,Insomnia
 201,Male,43,Salesperson,6.5,6,45,7,Overweight,130/85,72,6000,Insomnia
 203,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,Insomnia
-204,Male,43,Engineer,6.9,6,47,7,Normal Weight,117/76,69,6800,
-205,Male,43,Engineer,7.6,8,75,4,Overweight,122/80,68,6800,
-206,Male,43,Engineer,7.7,8,90,5,Normal,130/85,70,8000,
-207,Male,43,Engineer,7.7,8,90,5,Normal,130/85,70,8000,
-208,Male,43,Engineer,7.7,8,90,5,Normal,130/85,70,8000,
-209,Male,43,Engineer,7.7,8,90,5,Normal,130/85,70,8000,
-210,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,
-211,Male,43,Engineer,7.7,8,90,5,Normal,130/85,70,8000,
-212,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,
-213,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,
-214,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,
-215,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,
-216,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,
-217,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,
-218,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,
+204,Male,43,Engineer,6.9,6,47,7,Normal Weight,117/76,69,6800,No Disorder
+205,Male,43,Engineer,7.6,8,75,4,Overweight,122/80,68,6800,No Disorder
+206,Male,43,Engineer,7.7,8,90,5,Normal,130/85,70,8000,No Disorder
+207,Male,43,Engineer,7.7,8,90,5,Normal,130/85,70,8000,No Disorder
+208,Male,43,Engineer,7.7,8,90,5,Normal,130/85,70,8000,No Disorder
+209,Male,43,Engineer,7.7,8,90,5,Normal,130/85,70,8000,No Disorder
+210,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,No Disorder
+211,Male,43,Engineer,7.7,8,90,5,Normal,130/85,70,8000,No Disorder
+212,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,No Disorder
+213,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,No Disorder
+214,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,No Disorder
+215,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,No Disorder
+216,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,No Disorder
+217,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,No Disorder
+218,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,No Disorder
 219,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,Sleep Apnea
 220,Male,43,Salesperson,6.5,6,45,7,Overweight,130/85,72,6000,Sleep Apnea
 221,Female,44,Teacher,6.6,7,45,4,Overweight,135/90,65,6000,Insomnia
@@ -199,8 +199,8 @@ Person ID,Gender,Age,Occupation,Sleep Duration,Quality of Sleep,Physical Activit
 245,Male,44,Salesperson,6.3,6,45,7,Overweight,130/85,72,6000,Insomnia
 246,Female,44,Teacher,6.5,7,45,4,Overweight,135/90,65,6000,Insomnia
 247,Male,44,Salesperson,6.3,6,45,7,Overweight,130/85,72,6000,Insomnia
-249,Male,44,Salesperson,6.4,6,45,7,Overweight,130/85,72,6000,
-250,Male,44,Salesperson,6.5,6,45,7,Overweight,130/85,72,6000,
+249,Male,44,Salesperson,6.4,6,45,7,Overweight,130/85,72,6000,No Disorder
+250,Male,44,Salesperson,6.5,6,45,7,Overweight,130/85,72,6000,No Disorder
 251,Female,45,Teacher,6.8,7,30,6,Overweight,135/90,65,6000,Insomnia
 252,Female,45,Teacher,6.8,7,30,6,Overweight,135/90,65,6000,Insomnia
 253,Female,45,Teacher,6.5,7,45,4,Overweight,135/90,65,6000,Insomnia
@@ -210,12 +210,12 @@ Person ID,Gender,Age,Occupation,Sleep Duration,Quality of Sleep,Physical Activit
 259,Female,45,Teacher,6.6,7,45,4,Overweight,135/90,65,6000,Insomnia
 260,Female,45,Teacher,6.6,7,45,4,Overweight,135/90,65,6000,Insomnia
 261,Female,45,Teacher,6.6,7,45,4,Overweight,135/90,65,6000,Insomnia
-263,Female,45,Teacher,6.6,7,45,4,Overweight,135/90,65,6000,
-264,Female,45,Manager,6.9,7,55,5,Overweight,125/82,75,5500,
+263,Female,45,Teacher,6.6,7,45,4,Overweight,135/90,65,6000,No Disorder
+264,Female,45,Manager,6.9,7,55,5,Overweight,125/82,75,5500,No Disorder
 265,Male,48,Doctor,7.3,7,65,5,Obese,142/92,83,3500,Insomnia
 266,Female,48,Nurse,5.9,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
 267,Male,48,Doctor,7.3,7,65,5,Obese,142/92,83,3500,Insomnia
-268,Female,49,Nurse,6.2,6,90,8,Overweight,140/95,75,10000,
+268,Female,49,Nurse,6.2,6,90,8,Overweight,140/95,75,10000,No Disorder
 269,Female,49,Nurse,6.0,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
 270,Female,49,Nurse,6.1,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
 271,Female,49,Nurse,6.1,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
@@ -225,8 +225,8 @@ Person ID,Gender,Age,Occupation,Sleep Duration,Quality of Sleep,Physical Activit
 276,Female,49,Nurse,6.2,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
 278,Male,49,Doctor,8.1,9,85,3,Obese,139/91,86,3700,Sleep Apnea
 279,Female,50,Nurse,6.1,6,90,8,Overweight,140/95,75,10000,Insomnia
-280,Female,50,Engineer,8.3,9,30,3,Normal,125/80,65,5000,
-281,Female,50,Nurse,6.0,6,90,8,Overweight,140/95,75,10000,
+280,Female,50,Engineer,8.3,9,30,3,Normal,125/80,65,5000,No Disorder
+281,Female,50,Nurse,6.0,6,90,8,Overweight,140/95,75,10000,No Disorder
 282,Female,50,Nurse,6.1,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
 283,Female,50,Nurse,6.0,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
 284,Female,50,Nurse,6.0,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
@@ -241,9 +241,9 @@ Person ID,Gender,Age,Occupation,Sleep Duration,Quality of Sleep,Physical Activit
 296,Female,50,Nurse,6.0,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
 297,Female,50,Nurse,6.1,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
 298,Female,50,Nurse,6.1,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
-300,Female,51,Engineer,8.5,9,30,3,Normal,125/80,65,5000,
-301,Female,51,Engineer,8.5,9,30,3,Normal,125/80,65,5000,
-302,Female,51,Engineer,8.5,9,30,3,Normal,125/80,65,5000,
+300,Female,51,Engineer,8.5,9,30,3,Normal,125/80,65,5000,No Disorder
+301,Female,51,Engineer,8.5,9,30,3,Normal,125/80,65,5000,No Disorder
+302,Female,51,Engineer,8.5,9,30,3,Normal,125/80,65,5000,No Disorder
 304,Female,51,Nurse,6.0,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
 305,Female,51,Nurse,6.1,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
 306,Female,51,Nurse,6.1,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
@@ -252,31 +252,31 @@ Person ID,Gender,Age,Occupation,Sleep Duration,Quality of Sleep,Physical Activit
 310,Female,52,Accountant,6.6,7,45,7,Overweight,130/85,72,6000,Insomnia
 311,Female,52,Accountant,6.6,7,45,7,Overweight,130/85,72,6000,Insomnia
 312,Female,52,Accountant,6.6,7,45,7,Overweight,130/85,72,6000,Insomnia
-313,Female,52,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
-315,Female,52,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
+313,Female,52,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
+315,Female,52,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
 316,Female,53,Engineer,8.3,9,30,3,Normal,125/80,65,5000,Insomnia
-317,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,
-318,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,
-319,Female,53,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
-320,Female,53,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
-321,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,
-323,Female,53,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
-326,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,
-327,Female,53,Engineer,8.3,9,30,3,Normal,125/80,65,5000,
-329,Female,53,Engineer,8.3,9,30,3,Normal,125/80,65,5000,
-330,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,
-331,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,
-332,Female,53,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
-333,Female,54,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
-335,Female,54,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
-336,Female,54,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
-337,Female,54,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
-338,Female,54,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
-339,Female,54,Engineer,8.5,9,30,3,Normal,125/80,65,5000,
+317,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,No Disorder
+318,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,No Disorder
+319,Female,53,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
+320,Female,53,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
+321,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,No Disorder
+323,Female,53,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
+326,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,No Disorder
+327,Female,53,Engineer,8.3,9,30,3,Normal,125/80,65,5000,No Disorder
+329,Female,53,Engineer,8.3,9,30,3,Normal,125/80,65,5000,No Disorder
+330,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,No Disorder
+331,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,No Disorder
+332,Female,53,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
+333,Female,54,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
+335,Female,54,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
+336,Female,54,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
+337,Female,54,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
+338,Female,54,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
+339,Female,54,Engineer,8.5,9,30,3,Normal,125/80,65,5000,No Disorder
 340,Female,55,Nurse,8.1,9,75,4,Overweight,140/95,72,5000,Sleep Apnea
 341,Female,55,Nurse,8.1,9,75,4,Overweight,140/95,72,5000,Sleep Apnea
-342,Female,56,Doctor,8.2,9,90,3,Normal Weight,118/75,65,10000,
-344,Female,57,Nurse,8.1,9,75,3,Overweight,140/95,68,7000,
+342,Female,56,Doctor,8.2,9,90,3,Normal Weight,118/75,65,10000,No Disorder
+344,Female,57,Nurse,8.1,9,75,3,Overweight,140/95,68,7000,No Disorder
 345,Female,57,Nurse,8.2,9,75,3,Overweight,140/95,68,7000,Sleep Apnea
 346,Female,57,Nurse,8.2,9,75,3,Overweight,140/95,68,7000,Sleep Apnea
 347,Female,57,Nurse,8.2,9,75,3,Overweight,140/95,68,7000,Sleep Apnea
@@ -288,7 +288,7 @@ Person ID,Gender,Age,Occupation,Sleep Duration,Quality of Sleep,Physical Activit
 354,Female,58,Nurse,8.0,9,75,3,Overweight,140/95,68,7000,Sleep Apnea
 355,Female,58,Nurse,8.0,9,75,3,Overweight,140/95,68,7000,Sleep Apnea
 356,Female,58,Nurse,8.0,9,75,3,Overweight,140/95,68,7000,Sleep Apnea
-359,Female,59,Nurse,8.0,9,75,3,Overweight,140/95,68,7000,
+359,Female,59,Nurse,8.0,9,75,3,Overweight,140/95,68,7000,No Disorder
 361,Female,59,Nurse,8.2,9,75,3,Overweight,140/95,68,7000,Sleep Apnea
 362,Female,59,Nurse,8.2,9,75,3,Overweight,140/95,68,7000,Sleep Apnea
 365,Female,59,Nurse,8.0,9,75,3,Overweight,140/95,68,7000,Sleep Apnea
diff --git a/ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_004/info.json b/ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_004/info.json
index ac7f1ad59f059be3648f2769a10128e59277c544..c68a30219902530a9154e48d4957e5bb70f65c0f 100644
--- a/ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_004/info.json
+++ b/ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_004/info.json
@@ -1,121 +1,122 @@
-{
-    "name": "Sleep Health and Lifestyle Dataset",
-    "source": "https://www.kaggle.com/datasets/uom190346a/sleep-health-and-lifestyle-dataset/data",
-    "data_intro": "The Sleep Health and Lifestyle Dataset comprises 400 rows and 13 columns, covering a wide range of variables related to sleep and daily habits. It includes details such as gender, age, occupation, sleep duration, quality of sleep, physical activity level, stress levels, BMI category, blood pressure, heart rate, daily steps, and the presence or absence of sleep disorders.",
-    "is_splited": false,
-    "overall_size": 374,
-    "train_size": 0,
-    "test_size": 0,
-    "c_classes": 5,
-    "n_classes": 8,
-    "cat_feature_intro": {
-        "Gender": "Gender: The gender of the person (Male/Female).<br>",
-        "Occupation": "Occupation: The occupation or profession of the person.<br>",
-        "BMI Category": "BMI Category: The BMI category of the person (e.g., Underweight, Normal, Overweight).<br>",
-        "Blood Pressure": "Blood Pressure (systolic/diastolic): The blood pressure measurement of the person, indicated as systolic pressure over diastolic pressure.<br>",
-        "Sleep Disorder": "- None: The individual does not exhibit any specific sleep disorder."
-    },
-    "num_feature_intro": {
-        "Person ID": "Person ID: An identifier for each individual.<br>",
-        "Age": "Physical Activity Level (minutes/day): The number of minutes the person engages in physical activity daily.<br>",
-        "Sleep Duration": "Sleep Duration (hours): The number of hours the person sleeps per day.<br>",
-        "Quality of Sleep": "Quality of Sleep (scale: 1-10): A subjective rating of the quality of sleep, ranging from 1 to 10.<br>",
-        "Physical Activity Level": "Physical Activity Level (minutes/day): The number of minutes the person engages in physical activity daily.<br>",
-        "Stress Level": "Stress Level (scale: 1-10): A subjective rating of the stress level experienced by the person, ranging from 1 to 10.<br>",
-        "Heart Rate": "Heart Rate (bpm): The resting heart rate of the person in beats per minute.<br>",
-        "Daily Steps": "Daily Steps: The number of steps the person takes per day.<br>"
-    },
-    "evaluation_metric": null,
-    "task_type": "classification",
-    "target": "Sleep Disorder",
-    "num_feature_value": {
-        "Age": [
-            27.0,
-            59.0
-        ],
-        "Daily Steps": [
-            3000.0,
-            10000.0
-        ],
-        "Heart Rate": [
-            65.0,
-            86.0
-        ],
-        "Person ID": [
-            1.0,
-            374.0
-        ],
-        "Physical Activity Level": [
-            30.0,
-            90.0
-        ],
-        "Quality of Sleep": [
-            4.0,
-            9.0
-        ],
-        "Sleep Duration": [
-            5.8,
-            8.5
-        ],
-        "Stress Level": [
-            3.0,
-            8.0
-        ]
-    },
-    "cat_feature_value": {
-        "BMI Category": [
-            "Normal",
-            "Normal Weight",
-            "Obese",
-            "Overweight"
-        ],
-        "Blood Pressure": [
-            "115/75",
-            "115/78",
-            "117/76",
-            "118/75",
-            "118/76",
-            "119/77",
-            "120/80",
-            "121/79",
-            "122/80",
-            "125/80",
-            "125/82",
-            "126/83",
-            "128/84",
-            "128/85",
-            "129/84",
-            "130/85",
-            "130/86",
-            "131/86",
-            "132/87",
-            "135/88",
-            "135/90",
-            "139/91",
-            "140/90",
-            "140/95",
-            "142/92"
-        ],
-        "Gender": [
-            "Female",
-            "Male"
-        ],
-        "Occupation": [
-            "Accountant",
-            "Doctor",
-            "Engineer",
-            "Lawyer",
-            "Manager",
-            "Nurse",
-            "Sales Representative",
-            "Salesperson",
-            "Scientist",
-            "Software Engineer",
-            "Teacher"
-        ],
-        "Sleep Disorder": [
-            "Insomnia",
-            "Sleep Apnea"
-        ]
-    }
-}
\ No newline at end of file
+{
+  "name": "Sleep Health and Lifestyle Dataset",
+  "source": "https://www.kaggle.com/datasets/uom190346a/sleep-health-and-lifestyle-dataset/data",
+  "data_intro": "The Sleep Health and Lifestyle Dataset comprises 400 rows and 13 columns, covering a wide range of variables related to sleep and daily habits. It includes details such as gender, age, occupation, sleep duration, quality of sleep, physical activity level, stress levels, BMI category, blood pressure, heart rate, daily steps, and the presence or absence of sleep disorders.",
+  "is_splited": false,
+  "overall_size": 374,
+  "train_size": 0,
+  "test_size": 0,
+  "c_classes": 5,
+  "n_classes": 8,
+  "cat_feature_intro": {
+    "Gender": "Gender: The gender of the person (Male/Female).<br>",
+    "Occupation": "Occupation: The occupation or profession of the person.<br>",
+    "BMI Category": "BMI Category: The BMI category of the person (e.g., Underweight, Normal, Overweight).<br>",
+    "Blood Pressure": "Blood Pressure (systolic/diastolic): The blood pressure measurement of the person, indicated as systolic pressure over diastolic pressure.<br>",
+    "Sleep Disorder": "Sleep disorder category: No Disorder, Insomnia, or Sleep Apnea."
+  },
+  "num_feature_intro": {
+    "Person ID": "Person ID: An identifier for each individual.<br>",
+    "Age": "Physical Activity Level (minutes/day): The number of minutes the person engages in physical activity daily.<br>",
+    "Sleep Duration": "Sleep Duration (hours): The number of hours the person sleeps per day.<br>",
+    "Quality of Sleep": "Quality of Sleep (scale: 1-10): A subjective rating of the quality of sleep, ranging from 1 to 10.<br>",
+    "Physical Activity Level": "Physical Activity Level (minutes/day): The number of minutes the person engages in physical activity daily.<br>",
+    "Stress Level": "Stress Level (scale: 1-10): A subjective rating of the stress level experienced by the person, ranging from 1 to 10.<br>",
+    "Heart Rate": "Heart Rate (bpm): The resting heart rate of the person in beats per minute.<br>",
+    "Daily Steps": "Daily Steps: The number of steps the person takes per day.<br>"
+  },
+  "evaluation_metric": null,
+  "task_type": "classification",
+  "target": "Sleep Disorder",
+  "num_feature_value": {
+    "Age": [
+      27.0,
+      59.0
+    ],
+    "Daily Steps": [
+      3000.0,
+      10000.0
+    ],
+    "Heart Rate": [
+      65.0,
+      86.0
+    ],
+    "Person ID": [
+      1.0,
+      374.0
+    ],
+    "Physical Activity Level": [
+      30.0,
+      90.0
+    ],
+    "Quality of Sleep": [
+      4.0,
+      9.0
+    ],
+    "Sleep Duration": [
+      5.8,
+      8.5
+    ],
+    "Stress Level": [
+      3.0,
+      8.0
+    ]
+  },
+  "cat_feature_value": {
+    "BMI Category": [
+      "Normal",
+      "Normal Weight",
+      "Obese",
+      "Overweight"
+    ],
+    "Blood Pressure": [
+      "115/75",
+      "115/78",
+      "117/76",
+      "118/75",
+      "118/76",
+      "119/77",
+      "120/80",
+      "121/79",
+      "122/80",
+      "125/80",
+      "125/82",
+      "126/83",
+      "128/84",
+      "128/85",
+      "129/84",
+      "130/85",
+      "130/86",
+      "131/86",
+      "132/87",
+      "135/88",
+      "135/90",
+      "139/91",
+      "140/90",
+      "140/95",
+      "142/92"
+    ],
+    "Gender": [
+      "Female",
+      "Male"
+    ],
+    "Occupation": [
+      "Accountant",
+      "Doctor",
+      "Engineer",
+      "Lawyer",
+      "Manager",
+      "Nurse",
+      "Sales Representative",
+      "Salesperson",
+      "Scientist",
+      "Software Engineer",
+      "Teacher"
+    ],
+    "Sleep Disorder": [
+      "Insomnia",
+      "No Disorder",
+      "Sleep Apnea"
+    ]
+  }
+}
diff --git a/ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_005/Sleep_Health_and_Lifestyle_Dataset_B4_005_current.json b/ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_005/Sleep_Health_and_Lifestyle_Dataset_B4_005_current.json
index 5d08e9f7121f79dc357b415b519dfd5b00fa7222..99857d4845b80d77bc6287a3fbb497bff6af7f99 100644
--- a/ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_005/Sleep_Health_and_Lifestyle_Dataset_B4_005_current.json
+++ b/ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_005/Sleep_Health_and_Lifestyle_Dataset_B4_005_current.json
@@ -1,1377 +1,1377 @@
 {
-    "id": "005",
-    "task_type": "B4",
-    "subtask_type": "filter",
-    "perspective": "data_holder",
-    "dataset_name": "Sleep Health and Lifestyle Dataset",
-    "table_path": "output/Sleep Health and Lifestyle Dataset_B4/Sleep Health and Lifestyle Dataset_B4_005/test.csv",
-    "query": "I've shared our historical patient wellness logs with you. From the new batch of assessments, I need you to flag all the male candidates who are most likely suffering from Sleep Apnea. This will help our clinic prioritize follow-up consultations.",
-    "meta_info": {
-        "domain": "medical"
+  "id": "005",
+  "task_type": "B4",
+  "subtask_type": "filter",
+  "perspective": "data_holder",
+  "dataset_name": "Sleep Health and Lifestyle Dataset",
+  "table_path": "output/Sleep Health and Lifestyle Dataset_B4/Sleep Health and Lifestyle Dataset_B4_005/test.csv",
+  "query": "I've shared our historical patient wellness logs with you. From the new batch of assessments, I need you to flag all the male candidates who are most likely suffering from Sleep Apnea. This will help our clinic prioritize follow-up consultations.",
+  "meta_info": {
+    "domain": "medical"
+  },
+  "final_decision": {},
+  "what_if": {},
+  "ground_truth": {
+    "extracted_features": [
+      {
+        "scenario_id": "001",
+        "features": {
+          "Person ID": 101,
+          "Gender": "Female",
+          "Age": 36,
+          "Occupation": "Teacher",
+          "Sleep Duration": 7.2,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 60,
+          "Stress Level": 4,
+          "BMI Category": "Normal",
+          "Blood Pressure": "115/75",
+          "Heart Rate": 68,
+          "Daily Steps": 7000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "002",
+        "features": {
+          "Person ID": 257,
+          "Gender": "Female",
+          "Age": 45,
+          "Occupation": "Teacher",
+          "Sleep Duration": 6.6,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 45,
+          "Stress Level": 4,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "135/90",
+          "Heart Rate": 65,
+          "Daily Steps": 6000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "003",
+        "features": {
+          "Person ID": 153,
+          "Gender": "Male",
+          "Age": 39,
+          "Occupation": "Lawyer",
+          "Sleep Duration": 7.2,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 60,
+          "Stress Level": 5,
+          "BMI Category": "Normal",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 68,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "004",
+        "features": {
+          "Person ID": 225,
+          "Gender": "Female",
+          "Age": 44,
+          "Occupation": "Teacher",
+          "Sleep Duration": 6.6,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 45,
+          "Stress Level": 4,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "135/90",
+          "Heart Rate": 65,
+          "Daily Steps": 6000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "005",
+        "features": {
+          "Person ID": 180,
+          "Gender": "Male",
+          "Age": 42,
+          "Occupation": "Lawyer",
+          "Sleep Duration": 7.8,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 90,
+          "Stress Level": 5,
+          "BMI Category": "Normal",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "006",
+        "features": {
+          "Person ID": 57,
+          "Gender": "Male",
+          "Age": 32,
+          "Occupation": "Doctor",
+          "Sleep Duration": 7.7,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 75,
+          "Stress Level": 6,
+          "BMI Category": "Normal",
+          "Blood Pressure": "120/80",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "007",
+        "features": {
+          "Person ID": 2,
+          "Gender": "Male",
+          "Age": 28,
+          "Occupation": "Doctor",
+          "Sleep Duration": 6.2,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 60,
+          "Stress Level": 8,
+          "BMI Category": "Normal",
+          "Blood Pressure": "125/80",
+          "Heart Rate": 75,
+          "Daily Steps": 10000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "008",
+        "features": {
+          "Person ID": 321,
+          "Gender": "Female",
+          "Age": 53,
+          "Occupation": "Engineer",
+          "Sleep Duration": 8.5,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 30,
+          "Stress Level": 3,
+          "BMI Category": "Normal",
+          "Blood Pressure": "125/80",
+          "Heart Rate": 65,
+          "Daily Steps": 5000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "009",
+        "features": {
+          "Person ID": 209,
+          "Gender": "Male",
+          "Age": 43,
+          "Occupation": "Engineer",
+          "Sleep Duration": 7.7,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 90,
+          "Stress Level": 5,
+          "BMI Category": "Normal",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "010",
+        "features": {
+          "Person ID": 146,
+          "Gender": "Female",
+          "Age": 38,
+          "Occupation": "Lawyer",
+          "Sleep Duration": 7.4,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 60,
+          "Stress Level": 5,
+          "BMI Category": "Obese",
+          "Blood Pressure": "135/88",
+          "Heart Rate": 84,
+          "Daily Steps": 3300,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "011",
+        "features": {
+          "Person ID": 278,
+          "Gender": "Male",
+          "Age": 49,
+          "Occupation": "Doctor",
+          "Sleep Duration": 8.1,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 85,
+          "Stress Level": 3,
+          "BMI Category": "Obese",
+          "Blood Pressure": "139/91",
+          "Heart Rate": 86,
+          "Daily Steps": 3700,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "012",
+        "features": {
+          "Person ID": 238,
+          "Gender": "Female",
+          "Age": 44,
+          "Occupation": "Teacher",
+          "Sleep Duration": 6.5,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 45,
+          "Stress Level": 4,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "135/90",
+          "Heart Rate": 65,
+          "Daily Steps": 6000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "013",
+        "features": {
+          "Person ID": 50,
+          "Gender": "Male",
+          "Age": 31,
+          "Occupation": "Doctor",
+          "Sleep Duration": 7.7,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 75,
+          "Stress Level": 6,
+          "BMI Category": "Normal",
+          "Blood Pressure": "120/80",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "014",
+        "features": {
+          "Person ID": 172,
+          "Gender": "Male",
+          "Age": 41,
+          "Occupation": "Lawyer",
+          "Sleep Duration": 7.7,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 90,
+          "Stress Level": 5,
+          "BMI Category": "Normal",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "015",
+        "features": {
+          "Person ID": 31,
+          "Gender": "Female",
+          "Age": 30,
+          "Occupation": "Nurse",
+          "Sleep Duration": 6.4,
+          "Quality of Sleep": 5,
+          "Physical Activity Level": 35,
+          "Stress Level": 7,
+          "BMI Category": "Normal Weight",
+          "Blood Pressure": "130/86",
+          "Heart Rate": 78,
+          "Daily Steps": 4100,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "016",
+        "features": {
+          "Person ID": 179,
+          "Gender": "Male",
+          "Age": 42,
+          "Occupation": "Lawyer",
+          "Sleep Duration": 7.8,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 90,
+          "Stress Level": 5,
+          "BMI Category": "Normal",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "017",
+        "features": {
+          "Person ID": 58,
+          "Gender": "Male",
+          "Age": 32,
+          "Occupation": "Doctor",
+          "Sleep Duration": 6.0,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 30,
+          "Stress Level": 8,
+          "BMI Category": "Normal",
+          "Blood Pressure": "125/80",
+          "Heart Rate": 72,
+          "Daily Steps": 5000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "018",
+        "features": {
+          "Person ID": 6,
+          "Gender": "Male",
+          "Age": 28,
+          "Occupation": "Software Engineer",
+          "Sleep Duration": 5.9,
+          "Quality of Sleep": 4,
+          "Physical Activity Level": 30,
+          "Stress Level": 8,
+          "BMI Category": "Obese",
+          "Blood Pressure": "140/90",
+          "Heart Rate": 85,
+          "Daily Steps": 3000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "019",
+        "features": {
+          "Person ID": 217,
+          "Gender": "Male",
+          "Age": 43,
+          "Occupation": "Engineer",
+          "Sleep Duration": 7.8,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 90,
+          "Stress Level": 5,
+          "BMI Category": "Normal",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "020",
+        "features": {
+          "Person ID": 144,
+          "Gender": "Female",
+          "Age": 38,
+          "Occupation": "Accountant",
+          "Sleep Duration": 7.1,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 60,
+          "Stress Level": 4,
+          "BMI Category": "Normal",
+          "Blood Pressure": "115/75",
+          "Heart Rate": 68,
+          "Daily Steps": 7000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "021",
+        "features": {
+          "Person ID": 42,
+          "Gender": "Male",
+          "Age": 31,
+          "Occupation": "Doctor",
+          "Sleep Duration": 7.7,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 75,
+          "Stress Level": 6,
+          "BMI Category": "Normal",
+          "Blood Pressure": "120/80",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "022",
+        "features": {
+          "Person ID": 212,
+          "Gender": "Male",
+          "Age": 43,
+          "Occupation": "Engineer",
+          "Sleep Duration": 7.8,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 90,
+          "Stress Level": 5,
+          "BMI Category": "Normal",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "023",
+        "features": {
+          "Person ID": 54,
+          "Gender": "Male",
+          "Age": 32,
+          "Occupation": "Doctor",
+          "Sleep Duration": 7.6,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 75,
+          "Stress Level": 6,
+          "BMI Category": "Normal",
+          "Blood Pressure": "120/80",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "024",
+        "features": {
+          "Person ID": 206,
+          "Gender": "Male",
+          "Age": 43,
+          "Occupation": "Engineer",
+          "Sleep Duration": 7.7,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 90,
+          "Stress Level": 5,
+          "BMI Category": "Normal",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "025",
+        "features": {
+          "Person ID": 303,
+          "Gender": "Female",
+          "Age": 51,
+          "Occupation": "Nurse",
+          "Sleep Duration": 7.1,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 55,
+          "Stress Level": 6,
+          "BMI Category": "Normal Weight",
+          "Blood Pressure": "125/82",
+          "Heart Rate": 72,
+          "Daily Steps": 6000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "026",
+        "features": {
+          "Person ID": 41,
+          "Gender": "Male",
+          "Age": 31,
+          "Occupation": "Doctor",
+          "Sleep Duration": 7.7,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 75,
+          "Stress Level": 6,
+          "BMI Category": "Normal",
+          "Blood Pressure": "120/80",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "027",
+        "features": {
+          "Person ID": 94,
+          "Gender": "Male",
+          "Age": 35,
+          "Occupation": "Lawyer",
+          "Sleep Duration": 7.4,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 60,
+          "Stress Level": 5,
+          "BMI Category": "Obese",
+          "Blood Pressure": "135/88",
+          "Heart Rate": 84,
+          "Daily Steps": 3300,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "028",
+        "features": {
+          "Person ID": 21,
+          "Gender": "Male",
+          "Age": 30,
+          "Occupation": "Doctor",
+          "Sleep Duration": 7.7,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 75,
+          "Stress Level": 6,
+          "BMI Category": "Normal",
+          "Blood Pressure": "120/80",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "029",
+        "features": {
+          "Person ID": 203,
+          "Gender": "Male",
+          "Age": 43,
+          "Occupation": "Engineer",
+          "Sleep Duration": 7.8,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 90,
+          "Stress Level": 5,
+          "BMI Category": "Normal",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "030",
+        "features": {
+          "Person ID": 111,
+          "Gender": "Female",
+          "Age": 37,
+          "Occupation": "Accountant",
+          "Sleep Duration": 7.2,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 60,
+          "Stress Level": 4,
+          "BMI Category": "Normal",
+          "Blood Pressure": "115/75",
+          "Heart Rate": 68,
+          "Daily Steps": 7000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "031",
+        "features": {
+          "Person ID": 130,
+          "Gender": "Male",
+          "Age": 38,
+          "Occupation": "Lawyer",
+          "Sleep Duration": 7.3,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 60,
+          "Stress Level": 5,
+          "BMI Category": "Normal",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 68,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "032",
+        "features": {
+          "Person ID": 34,
+          "Gender": "Male",
+          "Age": 31,
+          "Occupation": "Doctor",
+          "Sleep Duration": 6.1,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 30,
+          "Stress Level": 8,
+          "BMI Category": "Normal",
+          "Blood Pressure": "125/80",
+          "Heart Rate": 72,
+          "Daily Steps": 5000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "033",
+        "features": {
+          "Person ID": 8,
+          "Gender": "Male",
+          "Age": 29,
+          "Occupation": "Doctor",
+          "Sleep Duration": 7.8,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 75,
+          "Stress Level": 6,
+          "BMI Category": "Normal",
+          "Blood Pressure": "120/80",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "034",
+        "features": {
+          "Person ID": 328,
+          "Gender": "Female",
+          "Age": 53,
+          "Occupation": "Engineer",
+          "Sleep Duration": 8.5,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 30,
+          "Stress Level": 3,
+          "BMI Category": "Normal",
+          "Blood Pressure": "125/80",
+          "Heart Rate": 65,
+          "Daily Steps": 5000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "035",
+        "features": {
+          "Person ID": 220,
+          "Gender": "Male",
+          "Age": 43,
+          "Occupation": "Salesperson",
+          "Sleep Duration": 6.5,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 45,
+          "Stress Level": 7,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 72,
+          "Daily Steps": 6000,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "036",
+        "features": {
+          "Person ID": 164,
+          "Gender": "Male",
+          "Age": 40,
+          "Occupation": "Lawyer",
+          "Sleep Duration": 7.9,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 90,
+          "Stress Level": 5,
+          "BMI Category": "Normal",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 68,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "037",
+        "features": {
+          "Person ID": 207,
+          "Gender": "Male",
+          "Age": 43,
+          "Occupation": "Engineer",
+          "Sleep Duration": 7.7,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 90,
+          "Stress Level": 5,
+          "BMI Category": "Normal",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "038",
+        "features": {
+          "Person ID": 362,
+          "Gender": "Female",
+          "Age": 59,
+          "Occupation": "Nurse",
+          "Sleep Duration": 8.2,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 75,
+          "Stress Level": 3,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "140/95",
+          "Heart Rate": 68,
+          "Daily Steps": 7000,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "039",
+        "features": {
+          "Person ID": 106,
+          "Gender": "Male",
+          "Age": 36,
+          "Occupation": "Teacher",
+          "Sleep Duration": 6.6,
+          "Quality of Sleep": 5,
+          "Physical Activity Level": 35,
+          "Stress Level": 7,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "129/84",
+          "Heart Rate": 74,
+          "Daily Steps": 4800,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "040",
+        "features": {
+          "Person ID": 373,
+          "Gender": "Female",
+          "Age": 59,
+          "Occupation": "Nurse",
+          "Sleep Duration": 8.1,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 75,
+          "Stress Level": 3,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "140/95",
+          "Heart Rate": 68,
+          "Daily Steps": 7000,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "041",
+        "features": {
+          "Person ID": 156,
+          "Gender": "Male",
+          "Age": 39,
+          "Occupation": "Lawyer",
+          "Sleep Duration": 7.2,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 60,
+          "Stress Level": 5,
+          "BMI Category": "Normal",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 68,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "042",
+        "features": {
+          "Person ID": 5,
+          "Gender": "Male",
+          "Age": 28,
+          "Occupation": "Sales Representative",
+          "Sleep Duration": 5.9,
+          "Quality of Sleep": 4,
+          "Physical Activity Level": 30,
+          "Stress Level": 8,
+          "BMI Category": "Obese",
+          "Blood Pressure": "140/90",
+          "Heart Rate": 85,
+          "Daily Steps": 3000,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "043",
+        "features": {
+          "Person ID": 192,
+          "Gender": "Male",
+          "Age": 43,
+          "Occupation": "Salesperson",
+          "Sleep Duration": 6.4,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 45,
+          "Stress Level": 7,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 72,
+          "Daily Steps": 6000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "044",
+        "features": {
+          "Person ID": 208,
+          "Gender": "Male",
+          "Age": 43,
+          "Occupation": "Engineer",
+          "Sleep Duration": 7.7,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 90,
+          "Stress Level": 5,
+          "BMI Category": "Normal",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "045",
+        "features": {
+          "Person ID": 277,
+          "Gender": "Male",
+          "Age": 49,
+          "Occupation": "Doctor",
+          "Sleep Duration": 8.1,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 85,
+          "Stress Level": 3,
+          "BMI Category": "Obese",
+          "Blood Pressure": "139/91",
+          "Heart Rate": 86,
+          "Daily Steps": 3700,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "046",
+        "features": {
+          "Person ID": 37,
+          "Gender": "Male",
+          "Age": 31,
+          "Occupation": "Doctor",
+          "Sleep Duration": 6.1,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 30,
+          "Stress Level": 8,
+          "BMI Category": "Normal",
+          "Blood Pressure": "125/80",
+          "Heart Rate": 72,
+          "Daily Steps": 5000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "047",
+        "features": {
+          "Person ID": 363,
+          "Gender": "Female",
+          "Age": 59,
+          "Occupation": "Nurse",
+          "Sleep Duration": 8.2,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 75,
+          "Stress Level": 3,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "140/95",
+          "Heart Rate": 68,
+          "Daily Steps": 7000,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "048",
+        "features": {
+          "Person ID": 105,
+          "Gender": "Female",
+          "Age": 36,
+          "Occupation": "Teacher",
+          "Sleep Duration": 7.2,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 60,
+          "Stress Level": 4,
+          "BMI Category": "Normal",
+          "Blood Pressure": "115/75",
+          "Heart Rate": 68,
+          "Daily Steps": 7000,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "049",
+        "features": {
+          "Person ID": 331,
+          "Gender": "Female",
+          "Age": 53,
+          "Occupation": "Engineer",
+          "Sleep Duration": 8.5,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 30,
+          "Stress Level": 3,
+          "BMI Category": "Normal",
+          "Blood Pressure": "125/80",
+          "Heart Rate": 65,
+          "Daily Steps": 5000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "050",
+        "features": {
+          "Person ID": 20,
+          "Gender": "Male",
+          "Age": 30,
+          "Occupation": "Doctor",
+          "Sleep Duration": 7.6,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 75,
+          "Stress Level": 6,
+          "BMI Category": "Normal",
+          "Blood Pressure": "120/80",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "051",
+        "features": {
+          "Person ID": 131,
+          "Gender": "Female",
+          "Age": 38,
+          "Occupation": "Accountant",
+          "Sleep Duration": 7.1,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 60,
+          "Stress Level": 4,
+          "BMI Category": "Normal",
+          "Blood Pressure": "115/75",
+          "Heart Rate": 68,
+          "Daily Steps": 7000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "052",
+        "features": {
+          "Person ID": 145,
+          "Gender": "Male",
+          "Age": 38,
+          "Occupation": "Lawyer",
+          "Sleep Duration": 7.1,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 60,
+          "Stress Level": 5,
+          "BMI Category": "Normal",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 68,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "053",
+        "features": {
+          "Person ID": 364,
+          "Gender": "Female",
+          "Age": 59,
+          "Occupation": "Nurse",
+          "Sleep Duration": 8.2,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 75,
+          "Stress Level": 3,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "140/95",
+          "Heart Rate": 68,
+          "Daily Steps": 7000,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "054",
+        "features": {
+          "Person ID": 40,
+          "Gender": "Male",
+          "Age": 31,
+          "Occupation": "Doctor",
+          "Sleep Duration": 7.6,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 75,
+          "Stress Level": 6,
+          "BMI Category": "Normal",
+          "Blood Pressure": "120/80",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "055",
+        "features": {
+          "Person ID": 229,
+          "Gender": "Female",
+          "Age": 44,
+          "Occupation": "Teacher",
+          "Sleep Duration": 6.6,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 45,
+          "Stress Level": 4,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "135/90",
+          "Heart Rate": 65,
+          "Daily Steps": 6000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "056",
+        "features": {
+          "Person ID": 51,
+          "Gender": "Male",
+          "Age": 32,
+          "Occupation": "Engineer",
+          "Sleep Duration": 7.5,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 45,
+          "Stress Level": 3,
+          "BMI Category": "Normal",
+          "Blood Pressure": "120/80",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "057",
+        "features": {
+          "Person ID": 44,
+          "Gender": "Male",
+          "Age": 31,
+          "Occupation": "Doctor",
+          "Sleep Duration": 7.8,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 75,
+          "Stress Level": 6,
+          "BMI Category": "Normal",
+          "Blood Pressure": "120/80",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "058",
+        "features": {
+          "Person ID": 4,
+          "Gender": "Male",
+          "Age": 28,
+          "Occupation": "Sales Representative",
+          "Sleep Duration": 5.9,
+          "Quality of Sleep": 4,
+          "Physical Activity Level": 30,
+          "Stress Level": 8,
+          "BMI Category": "Obese",
+          "Blood Pressure": "140/90",
+          "Heart Rate": 85,
+          "Daily Steps": 3000,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "059",
+        "features": {
+          "Person ID": 36,
+          "Gender": "Male",
+          "Age": 31,
+          "Occupation": "Doctor",
+          "Sleep Duration": 6.1,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 30,
+          "Stress Level": 8,
+          "BMI Category": "Normal",
+          "Blood Pressure": "125/80",
+          "Heart Rate": 72,
+          "Daily Steps": 5000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "060",
+        "features": {
+          "Person ID": 272,
+          "Gender": "Female",
+          "Age": 49,
+          "Occupation": "Nurse",
+          "Sleep Duration": 6.1,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 90,
+          "Stress Level": 8,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "140/95",
+          "Heart Rate": 75,
+          "Daily Steps": 10000,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "061",
+        "features": {
+          "Person ID": 68,
+          "Gender": "Male",
+          "Age": 33,
+          "Occupation": "Doctor",
+          "Sleep Duration": 6.0,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 30,
+          "Stress Level": 8,
+          "BMI Category": "Normal",
+          "Blood Pressure": "125/80",
+          "Heart Rate": 72,
+          "Daily Steps": 5000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "062",
+        "features": {
+          "Person ID": 18,
+          "Gender": "Male",
+          "Age": 29,
+          "Occupation": "Doctor",
+          "Sleep Duration": 6.0,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 30,
+          "Stress Level": 8,
+          "BMI Category": "Normal",
+          "Blood Pressure": "120/80",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "063",
+        "features": {
+          "Person ID": 184,
+          "Gender": "Male",
+          "Age": 42,
+          "Occupation": "Lawyer",
+          "Sleep Duration": 7.8,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 90,
+          "Stress Level": 5,
+          "BMI Category": "Normal",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "064",
+        "features": {
+          "Person ID": 13,
+          "Gender": "Male",
+          "Age": 29,
+          "Occupation": "Doctor",
+          "Sleep Duration": 6.1,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 30,
+          "Stress Level": 8,
+          "BMI Category": "Normal",
+          "Blood Pressure": "120/80",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "065",
+        "features": {
+          "Person ID": 86,
+          "Gender": "Female",
+          "Age": 35,
+          "Occupation": "Accountant",
+          "Sleep Duration": 7.2,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 60,
+          "Stress Level": 4,
+          "BMI Category": "Normal",
+          "Blood Pressure": "115/75",
+          "Heart Rate": 68,
+          "Daily Steps": 7000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "066",
+        "features": {
+          "Person ID": 90,
+          "Gender": "Male",
+          "Age": 35,
+          "Occupation": "Engineer",
+          "Sleep Duration": 7.3,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 60,
+          "Stress Level": 4,
+          "BMI Category": "Normal",
+          "Blood Pressure": "125/80",
+          "Heart Rate": 65,
+          "Daily Steps": 5000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "067",
+        "features": {
+          "Person ID": 344,
+          "Gender": "Female",
+          "Age": 57,
+          "Occupation": "Nurse",
+          "Sleep Duration": 8.1,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 75,
+          "Stress Level": 3,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "140/95",
+          "Heart Rate": 68,
+          "Daily Steps": 7000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "068",
+        "features": {
+          "Person ID": 139,
+          "Gender": "Female",
+          "Age": 38,
+          "Occupation": "Accountant",
+          "Sleep Duration": 7.1,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 60,
+          "Stress Level": 4,
+          "BMI Category": "Normal",
+          "Blood Pressure": "115/75",
+          "Heart Rate": 68,
+          "Daily Steps": 7000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "069",
+        "features": {
+          "Person ID": 193,
+          "Gender": "Male",
+          "Age": 43,
+          "Occupation": "Salesperson",
+          "Sleep Duration": 6.5,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 45,
+          "Stress Level": 7,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 72,
+          "Daily Steps": 6000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "070",
+        "features": {
+          "Person ID": 28,
+          "Gender": "Male",
+          "Age": 30,
+          "Occupation": "Doctor",
+          "Sleep Duration": 7.9,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 75,
+          "Stress Level": 6,
+          "BMI Category": "Normal",
+          "Blood Pressure": "120/80",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "071",
+        "features": {
+          "Person ID": 347,
+          "Gender": "Female",
+          "Age": 57,
+          "Occupation": "Nurse",
+          "Sleep Duration": 8.2,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 75,
+          "Stress Level": 3,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "140/95",
+          "Heart Rate": 68,
+          "Daily Steps": 7000,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "072",
+        "features": {
+          "Person ID": 104,
+          "Gender": "Male",
+          "Age": 36,
+          "Occupation": "Teacher",
+          "Sleep Duration": 6.6,
+          "Quality of Sleep": 5,
+          "Physical Activity Level": 35,
+          "Stress Level": 7,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "129/84",
+          "Heart Rate": 74,
+          "Daily Steps": 4800,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "073",
+        "features": {
+          "Person ID": 219,
+          "Gender": "Male",
+          "Age": 43,
+          "Occupation": "Engineer",
+          "Sleep Duration": 7.8,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 90,
+          "Stress Level": 5,
+          "BMI Category": "Normal",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "074",
+        "features": {
+          "Person ID": 183,
+          "Gender": "Male",
+          "Age": 42,
+          "Occupation": "Lawyer",
+          "Sleep Duration": 7.8,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 90,
+          "Stress Level": 5,
+          "BMI Category": "Normal",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      }
+    ],
+    "target_column": "Sleep Disorder",
+    "task_sub_type": "classification",
+    "ranking_ground_truth": {
+      "top_k_ids": [
+        "011",
+        "013",
+        "027",
+        "035",
+        "042",
+        "045",
+        "052",
+        "058",
+        "062",
+        "072",
+        "073"
+      ]
     },
-    "final_decision": {},
-    "what_if": {},
-    "ground_truth": {
-        "extracted_features": [
-            {
-                "scenario_id": "001",
-                "features": {
-                    "Person ID": 101,
-                    "Gender": "Female",
-                    "Age": 36,
-                    "Occupation": "Teacher",
-                    "Sleep Duration": 7.2,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 60,
-                    "Stress Level": 4,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "115/75",
-                    "Heart Rate": 68,
-                    "Daily Steps": 7000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "002",
-                "features": {
-                    "Person ID": 257,
-                    "Gender": "Female",
-                    "Age": 45,
-                    "Occupation": "Teacher",
-                    "Sleep Duration": 6.6,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 4,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "135/90",
-                    "Heart Rate": 65,
-                    "Daily Steps": 6000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "003",
-                "features": {
-                    "Person ID": 153,
-                    "Gender": "Male",
-                    "Age": 39,
-                    "Occupation": "Lawyer",
-                    "Sleep Duration": 7.2,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 60,
-                    "Stress Level": 5,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 68,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "004",
-                "features": {
-                    "Person ID": 225,
-                    "Gender": "Female",
-                    "Age": 44,
-                    "Occupation": "Teacher",
-                    "Sleep Duration": 6.6,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 4,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "135/90",
-                    "Heart Rate": 65,
-                    "Daily Steps": 6000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "005",
-                "features": {
-                    "Person ID": 180,
-                    "Gender": "Male",
-                    "Age": 42,
-                    "Occupation": "Lawyer",
-                    "Sleep Duration": 7.8,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 90,
-                    "Stress Level": 5,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "006",
-                "features": {
-                    "Person ID": 57,
-                    "Gender": "Male",
-                    "Age": 32,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 7.7,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 75,
-                    "Stress Level": 6,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "120/80",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "007",
-                "features": {
-                    "Person ID": 2,
-                    "Gender": "Male",
-                    "Age": 28,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 6.2,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 60,
-                    "Stress Level": 8,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "125/80",
-                    "Heart Rate": 75,
-                    "Daily Steps": 10000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "008",
-                "features": {
-                    "Person ID": 321,
-                    "Gender": "Female",
-                    "Age": 53,
-                    "Occupation": "Engineer",
-                    "Sleep Duration": 8.5,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 30,
-                    "Stress Level": 3,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "125/80",
-                    "Heart Rate": 65,
-                    "Daily Steps": 5000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "009",
-                "features": {
-                    "Person ID": 209,
-                    "Gender": "Male",
-                    "Age": 43,
-                    "Occupation": "Engineer",
-                    "Sleep Duration": 7.7,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 90,
-                    "Stress Level": 5,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "010",
-                "features": {
-                    "Person ID": 146,
-                    "Gender": "Female",
-                    "Age": 38,
-                    "Occupation": "Lawyer",
-                    "Sleep Duration": 7.4,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 60,
-                    "Stress Level": 5,
-                    "BMI Category": "Obese",
-                    "Blood Pressure": "135/88",
-                    "Heart Rate": 84,
-                    "Daily Steps": 3300,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "011",
-                "features": {
-                    "Person ID": 278,
-                    "Gender": "Male",
-                    "Age": 49,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 8.1,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 85,
-                    "Stress Level": 3,
-                    "BMI Category": "Obese",
-                    "Blood Pressure": "139/91",
-                    "Heart Rate": 86,
-                    "Daily Steps": 3700,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "012",
-                "features": {
-                    "Person ID": 238,
-                    "Gender": "Female",
-                    "Age": 44,
-                    "Occupation": "Teacher",
-                    "Sleep Duration": 6.5,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 4,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "135/90",
-                    "Heart Rate": 65,
-                    "Daily Steps": 6000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "013",
-                "features": {
-                    "Person ID": 50,
-                    "Gender": "Male",
-                    "Age": 31,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 7.7,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 75,
-                    "Stress Level": 6,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "120/80",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "014",
-                "features": {
-                    "Person ID": 172,
-                    "Gender": "Male",
-                    "Age": 41,
-                    "Occupation": "Lawyer",
-                    "Sleep Duration": 7.7,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 90,
-                    "Stress Level": 5,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "015",
-                "features": {
-                    "Person ID": 31,
-                    "Gender": "Female",
-                    "Age": 30,
-                    "Occupation": "Nurse",
-                    "Sleep Duration": 6.4,
-                    "Quality of Sleep": 5,
-                    "Physical Activity Level": 35,
-                    "Stress Level": 7,
-                    "BMI Category": "Normal Weight",
-                    "Blood Pressure": "130/86",
-                    "Heart Rate": 78,
-                    "Daily Steps": 4100,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "016",
-                "features": {
-                    "Person ID": 179,
-                    "Gender": "Male",
-                    "Age": 42,
-                    "Occupation": "Lawyer",
-                    "Sleep Duration": 7.8,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 90,
-                    "Stress Level": 5,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "017",
-                "features": {
-                    "Person ID": 58,
-                    "Gender": "Male",
-                    "Age": 32,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 6.0,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 30,
-                    "Stress Level": 8,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "125/80",
-                    "Heart Rate": 72,
-                    "Daily Steps": 5000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "018",
-                "features": {
-                    "Person ID": 6,
-                    "Gender": "Male",
-                    "Age": 28,
-                    "Occupation": "Software Engineer",
-                    "Sleep Duration": 5.9,
-                    "Quality of Sleep": 4,
-                    "Physical Activity Level": 30,
-                    "Stress Level": 8,
-                    "BMI Category": "Obese",
-                    "Blood Pressure": "140/90",
-                    "Heart Rate": 85,
-                    "Daily Steps": 3000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "019",
-                "features": {
-                    "Person ID": 217,
-                    "Gender": "Male",
-                    "Age": 43,
-                    "Occupation": "Engineer",
-                    "Sleep Duration": 7.8,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 90,
-                    "Stress Level": 5,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "020",
-                "features": {
-                    "Person ID": 144,
-                    "Gender": "Female",
-                    "Age": 38,
-                    "Occupation": "Accountant",
-                    "Sleep Duration": 7.1,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 60,
-                    "Stress Level": 4,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "115/75",
-                    "Heart Rate": 68,
-                    "Daily Steps": 7000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "021",
-                "features": {
-                    "Person ID": 42,
-                    "Gender": "Male",
-                    "Age": 31,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 7.7,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 75,
-                    "Stress Level": 6,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "120/80",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "022",
-                "features": {
-                    "Person ID": 212,
-                    "Gender": "Male",
-                    "Age": 43,
-                    "Occupation": "Engineer",
-                    "Sleep Duration": 7.8,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 90,
-                    "Stress Level": 5,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "023",
-                "features": {
-                    "Person ID": 54,
-                    "Gender": "Male",
-                    "Age": 32,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 7.6,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 75,
-                    "Stress Level": 6,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "120/80",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "024",
-                "features": {
-                    "Person ID": 206,
-                    "Gender": "Male",
-                    "Age": 43,
-                    "Occupation": "Engineer",
-                    "Sleep Duration": 7.7,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 90,
-                    "Stress Level": 5,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "025",
-                "features": {
-                    "Person ID": 303,
-                    "Gender": "Female",
-                    "Age": 51,
-                    "Occupation": "Nurse",
-                    "Sleep Duration": 7.1,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 55,
-                    "Stress Level": 6,
-                    "BMI Category": "Normal Weight",
-                    "Blood Pressure": "125/82",
-                    "Heart Rate": 72,
-                    "Daily Steps": 6000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "026",
-                "features": {
-                    "Person ID": 41,
-                    "Gender": "Male",
-                    "Age": 31,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 7.7,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 75,
-                    "Stress Level": 6,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "120/80",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "027",
-                "features": {
-                    "Person ID": 94,
-                    "Gender": "Male",
-                    "Age": 35,
-                    "Occupation": "Lawyer",
-                    "Sleep Duration": 7.4,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 60,
-                    "Stress Level": 5,
-                    "BMI Category": "Obese",
-                    "Blood Pressure": "135/88",
-                    "Heart Rate": 84,
-                    "Daily Steps": 3300,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "028",
-                "features": {
-                    "Person ID": 21,
-                    "Gender": "Male",
-                    "Age": 30,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 7.7,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 75,
-                    "Stress Level": 6,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "120/80",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "029",
-                "features": {
-                    "Person ID": 203,
-                    "Gender": "Male",
-                    "Age": 43,
-                    "Occupation": "Engineer",
-                    "Sleep Duration": 7.8,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 90,
-                    "Stress Level": 5,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "030",
-                "features": {
-                    "Person ID": 111,
-                    "Gender": "Female",
-                    "Age": 37,
-                    "Occupation": "Accountant",
-                    "Sleep Duration": 7.2,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 60,
-                    "Stress Level": 4,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "115/75",
-                    "Heart Rate": 68,
-                    "Daily Steps": 7000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "031",
-                "features": {
-                    "Person ID": 130,
-                    "Gender": "Male",
-                    "Age": 38,
-                    "Occupation": "Lawyer",
-                    "Sleep Duration": 7.3,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 60,
-                    "Stress Level": 5,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 68,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "032",
-                "features": {
-                    "Person ID": 34,
-                    "Gender": "Male",
-                    "Age": 31,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 6.1,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 30,
-                    "Stress Level": 8,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "125/80",
-                    "Heart Rate": 72,
-                    "Daily Steps": 5000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "033",
-                "features": {
-                    "Person ID": 8,
-                    "Gender": "Male",
-                    "Age": 29,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 7.8,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 75,
-                    "Stress Level": 6,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "120/80",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "034",
-                "features": {
-                    "Person ID": 328,
-                    "Gender": "Female",
-                    "Age": 53,
-                    "Occupation": "Engineer",
-                    "Sleep Duration": 8.5,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 30,
-                    "Stress Level": 3,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "125/80",
-                    "Heart Rate": 65,
-                    "Daily Steps": 5000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "035",
-                "features": {
-                    "Person ID": 220,
-                    "Gender": "Male",
-                    "Age": 43,
-                    "Occupation": "Salesperson",
-                    "Sleep Duration": 6.5,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 7,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 72,
-                    "Daily Steps": 6000,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "036",
-                "features": {
-                    "Person ID": 164,
-                    "Gender": "Male",
-                    "Age": 40,
-                    "Occupation": "Lawyer",
-                    "Sleep Duration": 7.9,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 90,
-                    "Stress Level": 5,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 68,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "037",
-                "features": {
-                    "Person ID": 207,
-                    "Gender": "Male",
-                    "Age": 43,
-                    "Occupation": "Engineer",
-                    "Sleep Duration": 7.7,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 90,
-                    "Stress Level": 5,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "038",
-                "features": {
-                    "Person ID": 362,
-                    "Gender": "Female",
-                    "Age": 59,
-                    "Occupation": "Nurse",
-                    "Sleep Duration": 8.2,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 75,
-                    "Stress Level": 3,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "140/95",
-                    "Heart Rate": 68,
-                    "Daily Steps": 7000,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "039",
-                "features": {
-                    "Person ID": 106,
-                    "Gender": "Male",
-                    "Age": 36,
-                    "Occupation": "Teacher",
-                    "Sleep Duration": 6.6,
-                    "Quality of Sleep": 5,
-                    "Physical Activity Level": 35,
-                    "Stress Level": 7,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "129/84",
-                    "Heart Rate": 74,
-                    "Daily Steps": 4800,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "040",
-                "features": {
-                    "Person ID": 373,
-                    "Gender": "Female",
-                    "Age": 59,
-                    "Occupation": "Nurse",
-                    "Sleep Duration": 8.1,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 75,
-                    "Stress Level": 3,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "140/95",
-                    "Heart Rate": 68,
-                    "Daily Steps": 7000,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "041",
-                "features": {
-                    "Person ID": 156,
-                    "Gender": "Male",
-                    "Age": 39,
-                    "Occupation": "Lawyer",
-                    "Sleep Duration": 7.2,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 60,
-                    "Stress Level": 5,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 68,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "042",
-                "features": {
-                    "Person ID": 5,
-                    "Gender": "Male",
-                    "Age": 28,
-                    "Occupation": "Sales Representative",
-                    "Sleep Duration": 5.9,
-                    "Quality of Sleep": 4,
-                    "Physical Activity Level": 30,
-                    "Stress Level": 8,
-                    "BMI Category": "Obese",
-                    "Blood Pressure": "140/90",
-                    "Heart Rate": 85,
-                    "Daily Steps": 3000,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "043",
-                "features": {
-                    "Person ID": 192,
-                    "Gender": "Male",
-                    "Age": 43,
-                    "Occupation": "Salesperson",
-                    "Sleep Duration": 6.4,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 7,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 72,
-                    "Daily Steps": 6000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "044",
-                "features": {
-                    "Person ID": 208,
-                    "Gender": "Male",
-                    "Age": 43,
-                    "Occupation": "Engineer",
-                    "Sleep Duration": 7.7,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 90,
-                    "Stress Level": 5,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "045",
-                "features": {
-                    "Person ID": 277,
-                    "Gender": "Male",
-                    "Age": 49,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 8.1,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 85,
-                    "Stress Level": 3,
-                    "BMI Category": "Obese",
-                    "Blood Pressure": "139/91",
-                    "Heart Rate": 86,
-                    "Daily Steps": 3700,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "046",
-                "features": {
-                    "Person ID": 37,
-                    "Gender": "Male",
-                    "Age": 31,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 6.1,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 30,
-                    "Stress Level": 8,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "125/80",
-                    "Heart Rate": 72,
-                    "Daily Steps": 5000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "047",
-                "features": {
-                    "Person ID": 363,
-                    "Gender": "Female",
-                    "Age": 59,
-                    "Occupation": "Nurse",
-                    "Sleep Duration": 8.2,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 75,
-                    "Stress Level": 3,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "140/95",
-                    "Heart Rate": 68,
-                    "Daily Steps": 7000,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "048",
-                "features": {
-                    "Person ID": 105,
-                    "Gender": "Female",
-                    "Age": 36,
-                    "Occupation": "Teacher",
-                    "Sleep Duration": 7.2,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 60,
-                    "Stress Level": 4,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "115/75",
-                    "Heart Rate": 68,
-                    "Daily Steps": 7000,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "049",
-                "features": {
-                    "Person ID": 331,
-                    "Gender": "Female",
-                    "Age": 53,
-                    "Occupation": "Engineer",
-                    "Sleep Duration": 8.5,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 30,
-                    "Stress Level": 3,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "125/80",
-                    "Heart Rate": 65,
-                    "Daily Steps": 5000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "050",
-                "features": {
-                    "Person ID": 20,
-                    "Gender": "Male",
-                    "Age": 30,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 7.6,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 75,
-                    "Stress Level": 6,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "120/80",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "051",
-                "features": {
-                    "Person ID": 131,
-                    "Gender": "Female",
-                    "Age": 38,
-                    "Occupation": "Accountant",
-                    "Sleep Duration": 7.1,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 60,
-                    "Stress Level": 4,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "115/75",
-                    "Heart Rate": 68,
-                    "Daily Steps": 7000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "052",
-                "features": {
-                    "Person ID": 145,
-                    "Gender": "Male",
-                    "Age": 38,
-                    "Occupation": "Lawyer",
-                    "Sleep Duration": 7.1,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 60,
-                    "Stress Level": 5,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 68,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "053",
-                "features": {
-                    "Person ID": 364,
-                    "Gender": "Female",
-                    "Age": 59,
-                    "Occupation": "Nurse",
-                    "Sleep Duration": 8.2,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 75,
-                    "Stress Level": 3,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "140/95",
-                    "Heart Rate": 68,
-                    "Daily Steps": 7000,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "054",
-                "features": {
-                    "Person ID": 40,
-                    "Gender": "Male",
-                    "Age": 31,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 7.6,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 75,
-                    "Stress Level": 6,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "120/80",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "055",
-                "features": {
-                    "Person ID": 229,
-                    "Gender": "Female",
-                    "Age": 44,
-                    "Occupation": "Teacher",
-                    "Sleep Duration": 6.6,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 4,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "135/90",
-                    "Heart Rate": 65,
-                    "Daily Steps": 6000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "056",
-                "features": {
-                    "Person ID": 51,
-                    "Gender": "Male",
-                    "Age": 32,
-                    "Occupation": "Engineer",
-                    "Sleep Duration": 7.5,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 3,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "120/80",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "057",
-                "features": {
-                    "Person ID": 44,
-                    "Gender": "Male",
-                    "Age": 31,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 7.8,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 75,
-                    "Stress Level": 6,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "120/80",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "058",
-                "features": {
-                    "Person ID": 4,
-                    "Gender": "Male",
-                    "Age": 28,
-                    "Occupation": "Sales Representative",
-                    "Sleep Duration": 5.9,
-                    "Quality of Sleep": 4,
-                    "Physical Activity Level": 30,
-                    "Stress Level": 8,
-                    "BMI Category": "Obese",
-                    "Blood Pressure": "140/90",
-                    "Heart Rate": 85,
-                    "Daily Steps": 3000,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "059",
-                "features": {
-                    "Person ID": 36,
-                    "Gender": "Male",
-                    "Age": 31,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 6.1,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 30,
-                    "Stress Level": 8,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "125/80",
-                    "Heart Rate": 72,
-                    "Daily Steps": 5000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "060",
-                "features": {
-                    "Person ID": 272,
-                    "Gender": "Female",
-                    "Age": 49,
-                    "Occupation": "Nurse",
-                    "Sleep Duration": 6.1,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 90,
-                    "Stress Level": 8,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "140/95",
-                    "Heart Rate": 75,
-                    "Daily Steps": 10000,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "061",
-                "features": {
-                    "Person ID": 68,
-                    "Gender": "Male",
-                    "Age": 33,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 6.0,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 30,
-                    "Stress Level": 8,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "125/80",
-                    "Heart Rate": 72,
-                    "Daily Steps": 5000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "062",
-                "features": {
-                    "Person ID": 18,
-                    "Gender": "Male",
-                    "Age": 29,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 6.0,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 30,
-                    "Stress Level": 8,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "120/80",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "063",
-                "features": {
-                    "Person ID": 184,
-                    "Gender": "Male",
-                    "Age": 42,
-                    "Occupation": "Lawyer",
-                    "Sleep Duration": 7.8,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 90,
-                    "Stress Level": 5,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "064",
-                "features": {
-                    "Person ID": 13,
-                    "Gender": "Male",
-                    "Age": 29,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 6.1,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 30,
-                    "Stress Level": 8,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "120/80",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "065",
-                "features": {
-                    "Person ID": 86,
-                    "Gender": "Female",
-                    "Age": 35,
-                    "Occupation": "Accountant",
-                    "Sleep Duration": 7.2,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 60,
-                    "Stress Level": 4,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "115/75",
-                    "Heart Rate": 68,
-                    "Daily Steps": 7000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "066",
-                "features": {
-                    "Person ID": 90,
-                    "Gender": "Male",
-                    "Age": 35,
-                    "Occupation": "Engineer",
-                    "Sleep Duration": 7.3,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 60,
-                    "Stress Level": 4,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "125/80",
-                    "Heart Rate": 65,
-                    "Daily Steps": 5000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "067",
-                "features": {
-                    "Person ID": 344,
-                    "Gender": "Female",
-                    "Age": 57,
-                    "Occupation": "Nurse",
-                    "Sleep Duration": 8.1,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 75,
-                    "Stress Level": 3,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "140/95",
-                    "Heart Rate": 68,
-                    "Daily Steps": 7000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "068",
-                "features": {
-                    "Person ID": 139,
-                    "Gender": "Female",
-                    "Age": 38,
-                    "Occupation": "Accountant",
-                    "Sleep Duration": 7.1,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 60,
-                    "Stress Level": 4,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "115/75",
-                    "Heart Rate": 68,
-                    "Daily Steps": 7000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "069",
-                "features": {
-                    "Person ID": 193,
-                    "Gender": "Male",
-                    "Age": 43,
-                    "Occupation": "Salesperson",
-                    "Sleep Duration": 6.5,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 7,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 72,
-                    "Daily Steps": 6000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "070",
-                "features": {
-                    "Person ID": 28,
-                    "Gender": "Male",
-                    "Age": 30,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 7.9,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 75,
-                    "Stress Level": 6,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "120/80",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "071",
-                "features": {
-                    "Person ID": 347,
-                    "Gender": "Female",
-                    "Age": 57,
-                    "Occupation": "Nurse",
-                    "Sleep Duration": 8.2,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 75,
-                    "Stress Level": 3,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "140/95",
-                    "Heart Rate": 68,
-                    "Daily Steps": 7000,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "072",
-                "features": {
-                    "Person ID": 104,
-                    "Gender": "Male",
-                    "Age": 36,
-                    "Occupation": "Teacher",
-                    "Sleep Duration": 6.6,
-                    "Quality of Sleep": 5,
-                    "Physical Activity Level": 35,
-                    "Stress Level": 7,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "129/84",
-                    "Heart Rate": 74,
-                    "Daily Steps": 4800,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "073",
-                "features": {
-                    "Person ID": 219,
-                    "Gender": "Male",
-                    "Age": 43,
-                    "Occupation": "Engineer",
-                    "Sleep Duration": 7.8,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 90,
-                    "Stress Level": 5,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "074",
-                "features": {
-                    "Person ID": 183,
-                    "Gender": "Male",
-                    "Age": 42,
-                    "Occupation": "Lawyer",
-                    "Sleep Duration": 7.8,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 90,
-                    "Stress Level": 5,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            }
-        ],
-        "target_column": "Sleep Disorder",
-        "task_sub_type": "classification",
-        "ranking_ground_truth": {
-            "top_k_ids": [
-                "011",
-                "013",
-                "027",
-                "035",
-                "042",
-                "045",
-                "052",
-                "058",
-                "062",
-                "072",
-                "073"
-            ]
-        },
-        "active_filters": [
-            {
-                "col": "Gender",
-                "op": "==",
-                "val": "Male"
-            }
-        ],
-        "target_class_value": "sleep apnea"
-    },
-    "response": "",
-    "evaluation_score": {}
-}
\ No newline at end of file
+    "active_filters": [
+      {
+        "col": "Gender",
+        "op": "==",
+        "val": "Male"
+      }
+    ],
+    "target_class_value": "sleep apnea"
+  },
+  "response": "",
+  "evaluation_score": {}
+}
diff --git a/ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_005/history.csv b/ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_005/history.csv
index bad09e0310dd9113f8d4e8d174c792272ebebbdf..d2bc37881ec4f8bcece4ead3217701e43cd06bc3 100644
--- a/ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_005/history.csv
+++ b/ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_005/history.csv
@@ -1,142 +1,142 @@
 Person ID,Gender,Age,Occupation,Sleep Duration,Quality of Sleep,Physical Activity Level,Stress Level,BMI Category,Blood Pressure,Heart Rate,Daily Steps,Sleep Disorder
-1,Male,27,Software Engineer,6.1,6,42,6,Overweight,126/83,77,4200,
-3,Male,28,Doctor,6.2,6,60,8,Normal,125/80,75,10000,
+1,Male,27,Software Engineer,6.1,6,42,6,Overweight,126/83,77,4200,No Disorder
+3,Male,28,Doctor,6.2,6,60,8,Normal,125/80,75,10000,No Disorder
 7,Male,29,Teacher,6.3,6,40,7,Obese,140/90,82,3500,Insomnia
-9,Male,29,Doctor,7.8,7,75,6,Normal,120/80,70,8000,
-10,Male,29,Doctor,7.8,7,75,6,Normal,120/80,70,8000,
-11,Male,29,Doctor,6.1,6,30,8,Normal,120/80,70,8000,
-12,Male,29,Doctor,7.8,7,75,6,Normal,120/80,70,8000,
-14,Male,29,Doctor,6.0,6,30,8,Normal,120/80,70,8000,
-15,Male,29,Doctor,6.0,6,30,8,Normal,120/80,70,8000,
-16,Male,29,Doctor,6.0,6,30,8,Normal,120/80,70,8000,
+9,Male,29,Doctor,7.8,7,75,6,Normal,120/80,70,8000,No Disorder
+10,Male,29,Doctor,7.8,7,75,6,Normal,120/80,70,8000,No Disorder
+11,Male,29,Doctor,6.1,6,30,8,Normal,120/80,70,8000,No Disorder
+12,Male,29,Doctor,7.8,7,75,6,Normal,120/80,70,8000,No Disorder
+14,Male,29,Doctor,6.0,6,30,8,Normal,120/80,70,8000,No Disorder
+15,Male,29,Doctor,6.0,6,30,8,Normal,120/80,70,8000,No Disorder
+16,Male,29,Doctor,6.0,6,30,8,Normal,120/80,70,8000,No Disorder
 17,Female,29,Nurse,6.5,5,40,7,Normal Weight,132/87,80,4000,Sleep Apnea
 19,Female,29,Nurse,6.5,5,40,7,Normal Weight,132/87,80,4000,Insomnia
-22,Male,30,Doctor,7.7,7,75,6,Normal,120/80,70,8000,
-23,Male,30,Doctor,7.7,7,75,6,Normal,120/80,70,8000,
-24,Male,30,Doctor,7.7,7,75,6,Normal,120/80,70,8000,
-25,Male,30,Doctor,7.8,7,75,6,Normal,120/80,70,8000,
-26,Male,30,Doctor,7.9,7,75,6,Normal,120/80,70,8000,
-27,Male,30,Doctor,7.8,7,75,6,Normal,120/80,70,8000,
-29,Male,30,Doctor,7.9,7,75,6,Normal,120/80,70,8000,
-30,Male,30,Doctor,7.9,7,75,6,Normal,120/80,70,8000,
+22,Male,30,Doctor,7.7,7,75,6,Normal,120/80,70,8000,No Disorder
+23,Male,30,Doctor,7.7,7,75,6,Normal,120/80,70,8000,No Disorder
+24,Male,30,Doctor,7.7,7,75,6,Normal,120/80,70,8000,No Disorder
+25,Male,30,Doctor,7.8,7,75,6,Normal,120/80,70,8000,No Disorder
+26,Male,30,Doctor,7.9,7,75,6,Normal,120/80,70,8000,No Disorder
+27,Male,30,Doctor,7.8,7,75,6,Normal,120/80,70,8000,No Disorder
+29,Male,30,Doctor,7.9,7,75,6,Normal,120/80,70,8000,No Disorder
+30,Male,30,Doctor,7.9,7,75,6,Normal,120/80,70,8000,No Disorder
 32,Female,30,Nurse,6.4,5,35,7,Normal Weight,130/86,78,4100,Insomnia
-33,Female,31,Nurse,7.9,8,75,4,Normal Weight,117/76,69,6800,
-35,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,
-38,Male,31,Doctor,7.6,7,75,6,Normal,120/80,70,8000,
-39,Male,31,Doctor,7.6,7,75,6,Normal,120/80,70,8000,
-43,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,
-45,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,
-46,Male,31,Doctor,7.8,7,75,6,Normal,120/80,70,8000,
-47,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,
-48,Male,31,Doctor,7.8,7,75,6,Normal,120/80,70,8000,
-49,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,
-52,Male,32,Engineer,7.5,8,45,3,Normal,120/80,70,8000,
-53,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,
-55,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,
-56,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,
-59,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,
-60,Male,32,Doctor,7.7,7,75,6,Normal,120/80,70,8000,
-61,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,
-62,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,
-63,Male,32,Doctor,6.2,6,30,8,Normal,125/80,72,5000,
-64,Male,32,Doctor,6.2,6,30,8,Normal,125/80,72,5000,
-65,Male,32,Doctor,6.2,6,30,8,Normal,125/80,72,5000,
-66,Male,32,Doctor,6.2,6,30,8,Normal,125/80,72,5000,
-67,Male,32,Accountant,7.2,8,50,6,Normal Weight,118/76,68,7000,
-69,Female,33,Scientist,6.2,6,50,6,Overweight,128/85,76,5500,
-70,Female,33,Scientist,6.2,6,50,6,Overweight,128/85,76,5500,
-71,Male,33,Doctor,6.1,6,30,8,Normal,125/80,72,5000,
-72,Male,33,Doctor,6.1,6,30,8,Normal,125/80,72,5000,
-73,Male,33,Doctor,6.1,6,30,8,Normal,125/80,72,5000,
-74,Male,33,Doctor,6.1,6,30,8,Normal,125/80,72,5000,
-75,Male,33,Doctor,6.0,6,30,8,Normal,125/80,72,5000,
-76,Male,33,Doctor,6.0,6,30,8,Normal,125/80,72,5000,
-77,Male,33,Doctor,6.0,6,30,8,Normal,125/80,72,5000,
-78,Male,33,Doctor,6.0,6,30,8,Normal,125/80,72,5000,
-79,Male,33,Doctor,6.0,6,30,8,Normal,125/80,72,5000,
-80,Male,33,Doctor,6.0,6,30,8,Normal,125/80,72,5000,
+33,Female,31,Nurse,7.9,8,75,4,Normal Weight,117/76,69,6800,No Disorder
+35,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,No Disorder
+38,Male,31,Doctor,7.6,7,75,6,Normal,120/80,70,8000,No Disorder
+39,Male,31,Doctor,7.6,7,75,6,Normal,120/80,70,8000,No Disorder
+43,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,No Disorder
+45,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,No Disorder
+46,Male,31,Doctor,7.8,7,75,6,Normal,120/80,70,8000,No Disorder
+47,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,No Disorder
+48,Male,31,Doctor,7.8,7,75,6,Normal,120/80,70,8000,No Disorder
+49,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,No Disorder
+52,Male,32,Engineer,7.5,8,45,3,Normal,120/80,70,8000,No Disorder
+53,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,No Disorder
+55,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,No Disorder
+56,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,No Disorder
+59,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,No Disorder
+60,Male,32,Doctor,7.7,7,75,6,Normal,120/80,70,8000,No Disorder
+61,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,No Disorder
+62,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,No Disorder
+63,Male,32,Doctor,6.2,6,30,8,Normal,125/80,72,5000,No Disorder
+64,Male,32,Doctor,6.2,6,30,8,Normal,125/80,72,5000,No Disorder
+65,Male,32,Doctor,6.2,6,30,8,Normal,125/80,72,5000,No Disorder
+66,Male,32,Doctor,6.2,6,30,8,Normal,125/80,72,5000,No Disorder
+67,Male,32,Accountant,7.2,8,50,6,Normal Weight,118/76,68,7000,No Disorder
+69,Female,33,Scientist,6.2,6,50,6,Overweight,128/85,76,5500,No Disorder
+70,Female,33,Scientist,6.2,6,50,6,Overweight,128/85,76,5500,No Disorder
+71,Male,33,Doctor,6.1,6,30,8,Normal,125/80,72,5000,No Disorder
+72,Male,33,Doctor,6.1,6,30,8,Normal,125/80,72,5000,No Disorder
+73,Male,33,Doctor,6.1,6,30,8,Normal,125/80,72,5000,No Disorder
+74,Male,33,Doctor,6.1,6,30,8,Normal,125/80,72,5000,No Disorder
+75,Male,33,Doctor,6.0,6,30,8,Normal,125/80,72,5000,No Disorder
+76,Male,33,Doctor,6.0,6,30,8,Normal,125/80,72,5000,No Disorder
+77,Male,33,Doctor,6.0,6,30,8,Normal,125/80,72,5000,No Disorder
+78,Male,33,Doctor,6.0,6,30,8,Normal,125/80,72,5000,No Disorder
+79,Male,33,Doctor,6.0,6,30,8,Normal,125/80,72,5000,No Disorder
+80,Male,33,Doctor,6.0,6,30,8,Normal,125/80,72,5000,No Disorder
 81,Female,34,Scientist,5.8,4,32,8,Overweight,131/86,81,5200,Sleep Apnea
 82,Female,34,Scientist,5.8,4,32,8,Overweight,131/86,81,5200,Sleep Apnea
-83,Male,35,Teacher,6.7,7,40,5,Overweight,128/84,70,5600,
-84,Male,35,Teacher,6.7,7,40,5,Overweight,128/84,70,5600,
-85,Male,35,Software Engineer,7.5,8,60,5,Normal Weight,120/80,70,8000,
-87,Male,35,Engineer,7.2,8,60,4,Normal,125/80,65,5000,
-88,Male,35,Engineer,7.2,8,60,4,Normal,125/80,65,5000,
-89,Male,35,Engineer,7.3,8,60,4,Normal,125/80,65,5000,
-91,Male,35,Engineer,7.3,8,60,4,Normal,125/80,65,5000,
-92,Male,35,Engineer,7.3,8,60,4,Normal,125/80,65,5000,
-93,Male,35,Software Engineer,7.5,8,60,5,Normal Weight,120/80,70,8000,
+83,Male,35,Teacher,6.7,7,40,5,Overweight,128/84,70,5600,No Disorder
+84,Male,35,Teacher,6.7,7,40,5,Overweight,128/84,70,5600,No Disorder
+85,Male,35,Software Engineer,7.5,8,60,5,Normal Weight,120/80,70,8000,No Disorder
+87,Male,35,Engineer,7.2,8,60,4,Normal,125/80,65,5000,No Disorder
+88,Male,35,Engineer,7.2,8,60,4,Normal,125/80,65,5000,No Disorder
+89,Male,35,Engineer,7.3,8,60,4,Normal,125/80,65,5000,No Disorder
+91,Male,35,Engineer,7.3,8,60,4,Normal,125/80,65,5000,No Disorder
+92,Male,35,Engineer,7.3,8,60,4,Normal,125/80,65,5000,No Disorder
+93,Male,35,Software Engineer,7.5,8,60,5,Normal Weight,120/80,70,8000,No Disorder
 95,Female,36,Accountant,7.2,8,60,4,Normal,115/75,68,7000,Insomnia
-96,Female,36,Accountant,7.1,8,60,4,Normal,115/75,68,7000,
-97,Female,36,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-98,Female,36,Accountant,7.1,8,60,4,Normal,115/75,68,7000,
-99,Female,36,Teacher,7.1,8,60,4,Normal,115/75,68,7000,
-100,Female,36,Teacher,7.1,8,60,4,Normal,115/75,68,7000,
-102,Female,36,Teacher,7.2,8,60,4,Normal,115/75,68,7000,
-103,Female,36,Teacher,7.2,8,60,4,Normal,115/75,68,7000,
-107,Female,37,Nurse,6.1,6,42,6,Overweight,126/83,77,4200,
-108,Male,37,Engineer,7.8,8,70,4,Normal Weight,120/80,68,7000,
-109,Male,37,Engineer,7.8,8,70,4,Normal Weight,120/80,68,7000,
-110,Male,37,Lawyer,7.4,8,60,5,Normal,130/85,68,8000,
-112,Male,37,Lawyer,7.4,8,60,5,Normal,130/85,68,8000,
-113,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-114,Male,37,Lawyer,7.4,8,60,5,Normal,130/85,68,8000,
-115,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-116,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-117,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-118,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-119,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-120,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-121,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-122,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-123,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-124,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-125,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-126,Female,37,Nurse,7.5,8,60,4,Normal Weight,120/80,70,8000,
-127,Male,38,Lawyer,7.3,8,60,5,Normal,130/85,68,8000,
-128,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,
-129,Male,38,Lawyer,7.3,8,60,5,Normal,130/85,68,8000,
-132,Male,38,Lawyer,7.3,8,60,5,Normal,130/85,68,8000,
-133,Male,38,Lawyer,7.3,8,60,5,Normal,130/85,68,8000,
-134,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,
-135,Male,38,Lawyer,7.3,8,60,5,Normal,130/85,68,8000,
-136,Male,38,Lawyer,7.3,8,60,5,Normal,130/85,68,8000,
-137,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,
-138,Male,38,Lawyer,7.1,8,60,5,Normal,130/85,68,8000,
-140,Male,38,Lawyer,7.1,8,60,5,Normal,130/85,68,8000,
-141,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,
-142,Male,38,Lawyer,7.1,8,60,5,Normal,130/85,68,8000,
-143,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,
+96,Female,36,Accountant,7.1,8,60,4,Normal,115/75,68,7000,No Disorder
+97,Female,36,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+98,Female,36,Accountant,7.1,8,60,4,Normal,115/75,68,7000,No Disorder
+99,Female,36,Teacher,7.1,8,60,4,Normal,115/75,68,7000,No Disorder
+100,Female,36,Teacher,7.1,8,60,4,Normal,115/75,68,7000,No Disorder
+102,Female,36,Teacher,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+103,Female,36,Teacher,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+107,Female,37,Nurse,6.1,6,42,6,Overweight,126/83,77,4200,No Disorder
+108,Male,37,Engineer,7.8,8,70,4,Normal Weight,120/80,68,7000,No Disorder
+109,Male,37,Engineer,7.8,8,70,4,Normal Weight,120/80,68,7000,No Disorder
+110,Male,37,Lawyer,7.4,8,60,5,Normal,130/85,68,8000,No Disorder
+112,Male,37,Lawyer,7.4,8,60,5,Normal,130/85,68,8000,No Disorder
+113,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+114,Male,37,Lawyer,7.4,8,60,5,Normal,130/85,68,8000,No Disorder
+115,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+116,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+117,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+118,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+119,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+120,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+121,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+122,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+123,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+124,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+125,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+126,Female,37,Nurse,7.5,8,60,4,Normal Weight,120/80,70,8000,No Disorder
+127,Male,38,Lawyer,7.3,8,60,5,Normal,130/85,68,8000,No Disorder
+128,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,No Disorder
+129,Male,38,Lawyer,7.3,8,60,5,Normal,130/85,68,8000,No Disorder
+132,Male,38,Lawyer,7.3,8,60,5,Normal,130/85,68,8000,No Disorder
+133,Male,38,Lawyer,7.3,8,60,5,Normal,130/85,68,8000,No Disorder
+134,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,No Disorder
+135,Male,38,Lawyer,7.3,8,60,5,Normal,130/85,68,8000,No Disorder
+136,Male,38,Lawyer,7.3,8,60,5,Normal,130/85,68,8000,No Disorder
+137,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,No Disorder
+138,Male,38,Lawyer,7.1,8,60,5,Normal,130/85,68,8000,No Disorder
+140,Male,38,Lawyer,7.1,8,60,5,Normal,130/85,68,8000,No Disorder
+141,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,No Disorder
+142,Male,38,Lawyer,7.1,8,60,5,Normal,130/85,68,8000,No Disorder
+143,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,No Disorder
 147,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,Insomnia
 148,Male,39,Engineer,6.5,5,40,7,Overweight,132/87,80,4000,Insomnia
-149,Female,39,Lawyer,6.9,7,50,6,Normal Weight,128/85,75,5500,
-150,Female,39,Accountant,8.0,9,80,3,Normal Weight,115/78,67,7500,
-151,Female,39,Accountant,8.0,9,80,3,Normal Weight,115/78,67,7500,
-152,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,
-154,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,
-155,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,
-157,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,
-158,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,
-159,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,
-160,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,
-161,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,
-162,Female,40,Accountant,7.2,8,55,6,Normal Weight,119/77,73,7300,
-163,Female,40,Accountant,7.2,8,55,6,Normal Weight,119/77,73,7300,
-165,Male,40,Lawyer,7.9,8,90,5,Normal,130/85,68,8000,
+149,Female,39,Lawyer,6.9,7,50,6,Normal Weight,128/85,75,5500,No Disorder
+150,Female,39,Accountant,8.0,9,80,3,Normal Weight,115/78,67,7500,No Disorder
+151,Female,39,Accountant,8.0,9,80,3,Normal Weight,115/78,67,7500,No Disorder
+152,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,No Disorder
+154,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,No Disorder
+155,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,No Disorder
+157,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,No Disorder
+158,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,No Disorder
+159,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,No Disorder
+160,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,No Disorder
+161,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,No Disorder
+162,Female,40,Accountant,7.2,8,55,6,Normal Weight,119/77,73,7300,No Disorder
+163,Female,40,Accountant,7.2,8,55,6,Normal Weight,119/77,73,7300,No Disorder
+165,Male,40,Lawyer,7.9,8,90,5,Normal,130/85,68,8000,No Disorder
 166,Male,41,Lawyer,7.6,8,90,5,Normal,130/85,70,8000,Insomnia
-167,Male,41,Engineer,7.3,8,70,6,Normal Weight,121/79,72,6200,
-168,Male,41,Lawyer,7.1,7,55,6,Overweight,125/82,72,6000,
-169,Male,41,Lawyer,7.1,7,55,6,Overweight,125/82,72,6000,
-170,Male,41,Lawyer,7.7,8,90,5,Normal,130/85,70,8000,
-171,Male,41,Lawyer,7.7,8,90,5,Normal,130/85,70,8000,
-173,Male,41,Lawyer,7.7,8,90,5,Normal,130/85,70,8000,
-174,Male,41,Lawyer,7.7,8,90,5,Normal,130/85,70,8000,
-175,Male,41,Lawyer,7.6,8,90,5,Normal,130/85,70,8000,
-176,Male,41,Lawyer,7.6,8,90,5,Normal,130/85,70,8000,
-177,Male,41,Lawyer,7.6,8,90,5,Normal,130/85,70,8000,
+167,Male,41,Engineer,7.3,8,70,6,Normal Weight,121/79,72,6200,No Disorder
+168,Male,41,Lawyer,7.1,7,55,6,Overweight,125/82,72,6000,No Disorder
+169,Male,41,Lawyer,7.1,7,55,6,Overweight,125/82,72,6000,No Disorder
+170,Male,41,Lawyer,7.7,8,90,5,Normal,130/85,70,8000,No Disorder
+171,Male,41,Lawyer,7.7,8,90,5,Normal,130/85,70,8000,No Disorder
+173,Male,41,Lawyer,7.7,8,90,5,Normal,130/85,70,8000,No Disorder
+174,Male,41,Lawyer,7.7,8,90,5,Normal,130/85,70,8000,No Disorder
+175,Male,41,Lawyer,7.6,8,90,5,Normal,130/85,70,8000,No Disorder
+176,Male,41,Lawyer,7.6,8,90,5,Normal,130/85,70,8000,No Disorder
+177,Male,41,Lawyer,7.6,8,90,5,Normal,130/85,70,8000,No Disorder
 178,Male,42,Salesperson,6.5,6,45,7,Overweight,130/85,72,6000,Insomnia
-181,Male,42,Lawyer,7.8,8,90,5,Normal,130/85,70,8000,
-182,Male,42,Lawyer,7.8,8,90,5,Normal,130/85,70,8000,
+181,Male,42,Lawyer,7.8,8,90,5,Normal,130/85,70,8000,No Disorder
+182,Male,42,Lawyer,7.8,8,90,5,Normal,130/85,70,8000,No Disorder
 185,Female,42,Teacher,6.8,6,45,7,Overweight,130/85,78,5000,Sleep Apnea
 186,Female,42,Teacher,6.8,6,45,7,Overweight,130/85,78,5000,Sleep Apnea
 187,Female,43,Teacher,6.7,7,45,4,Overweight,135/90,65,6000,Insomnia
@@ -153,15 +153,15 @@ Person ID,Gender,Age,Occupation,Sleep Duration,Quality of Sleep,Physical Activit
 200,Male,43,Salesperson,6.5,6,45,7,Overweight,130/85,72,6000,Insomnia
 201,Male,43,Salesperson,6.5,6,45,7,Overweight,130/85,72,6000,Insomnia
 202,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,Insomnia
-204,Male,43,Engineer,6.9,6,47,7,Normal Weight,117/76,69,6800,
-205,Male,43,Engineer,7.6,8,75,4,Overweight,122/80,68,6800,
-210,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,
-211,Male,43,Engineer,7.7,8,90,5,Normal,130/85,70,8000,
-213,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,
-214,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,
-215,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,
-216,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,
-218,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,
+204,Male,43,Engineer,6.9,6,47,7,Normal Weight,117/76,69,6800,No Disorder
+205,Male,43,Engineer,7.6,8,75,4,Overweight,122/80,68,6800,No Disorder
+210,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,No Disorder
+211,Male,43,Engineer,7.7,8,90,5,Normal,130/85,70,8000,No Disorder
+213,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,No Disorder
+214,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,No Disorder
+215,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,No Disorder
+216,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,No Disorder
+218,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,No Disorder
 221,Female,44,Teacher,6.6,7,45,4,Overweight,135/90,65,6000,Insomnia
 222,Male,44,Salesperson,6.4,6,45,7,Overweight,130/85,72,6000,Insomnia
 223,Male,44,Salesperson,6.3,6,45,7,Overweight,130/85,72,6000,Insomnia
@@ -187,8 +187,8 @@ Person ID,Gender,Age,Occupation,Sleep Duration,Quality of Sleep,Physical Activit
 246,Female,44,Teacher,6.5,7,45,4,Overweight,135/90,65,6000,Insomnia
 247,Male,44,Salesperson,6.3,6,45,7,Overweight,130/85,72,6000,Insomnia
 248,Male,44,Engineer,6.8,7,45,7,Overweight,130/85,78,5000,Insomnia
-249,Male,44,Salesperson,6.4,6,45,7,Overweight,130/85,72,6000,
-250,Male,44,Salesperson,6.5,6,45,7,Overweight,130/85,72,6000,
+249,Male,44,Salesperson,6.4,6,45,7,Overweight,130/85,72,6000,No Disorder
+250,Male,44,Salesperson,6.5,6,45,7,Overweight,130/85,72,6000,No Disorder
 251,Female,45,Teacher,6.8,7,30,6,Overweight,135/90,65,6000,Insomnia
 252,Female,45,Teacher,6.8,7,30,6,Overweight,135/90,65,6000,Insomnia
 253,Female,45,Teacher,6.5,7,45,4,Overweight,135/90,65,6000,Insomnia
@@ -199,13 +199,13 @@ Person ID,Gender,Age,Occupation,Sleep Duration,Quality of Sleep,Physical Activit
 259,Female,45,Teacher,6.6,7,45,4,Overweight,135/90,65,6000,Insomnia
 260,Female,45,Teacher,6.6,7,45,4,Overweight,135/90,65,6000,Insomnia
 261,Female,45,Teacher,6.6,7,45,4,Overweight,135/90,65,6000,Insomnia
-262,Female,45,Teacher,6.6,7,45,4,Overweight,135/90,65,6000,
-263,Female,45,Teacher,6.6,7,45,4,Overweight,135/90,65,6000,
-264,Female,45,Manager,6.9,7,55,5,Overweight,125/82,75,5500,
+262,Female,45,Teacher,6.6,7,45,4,Overweight,135/90,65,6000,No Disorder
+263,Female,45,Teacher,6.6,7,45,4,Overweight,135/90,65,6000,No Disorder
+264,Female,45,Manager,6.9,7,55,5,Overweight,125/82,75,5500,No Disorder
 265,Male,48,Doctor,7.3,7,65,5,Obese,142/92,83,3500,Insomnia
 266,Female,48,Nurse,5.9,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
 267,Male,48,Doctor,7.3,7,65,5,Obese,142/92,83,3500,Insomnia
-268,Female,49,Nurse,6.2,6,90,8,Overweight,140/95,75,10000,
+268,Female,49,Nurse,6.2,6,90,8,Overweight,140/95,75,10000,No Disorder
 269,Female,49,Nurse,6.0,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
 270,Female,49,Nurse,6.1,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
 271,Female,49,Nurse,6.1,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
@@ -214,8 +214,8 @@ Person ID,Gender,Age,Occupation,Sleep Duration,Quality of Sleep,Physical Activit
 275,Female,49,Nurse,6.2,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
 276,Female,49,Nurse,6.2,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
 279,Female,50,Nurse,6.1,6,90,8,Overweight,140/95,75,10000,Insomnia
-280,Female,50,Engineer,8.3,9,30,3,Normal,125/80,65,5000,
-281,Female,50,Nurse,6.0,6,90,8,Overweight,140/95,75,10000,
+280,Female,50,Engineer,8.3,9,30,3,Normal,125/80,65,5000,No Disorder
+281,Female,50,Nurse,6.0,6,90,8,Overweight,140/95,75,10000,No Disorder
 282,Female,50,Nurse,6.1,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
 283,Female,50,Nurse,6.0,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
 284,Female,50,Nurse,6.0,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
@@ -233,10 +233,10 @@ Person ID,Gender,Age,Occupation,Sleep Duration,Quality of Sleep,Physical Activit
 296,Female,50,Nurse,6.0,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
 297,Female,50,Nurse,6.1,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
 298,Female,50,Nurse,6.1,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
-299,Female,51,Engineer,8.5,9,30,3,Normal,125/80,65,5000,
-300,Female,51,Engineer,8.5,9,30,3,Normal,125/80,65,5000,
-301,Female,51,Engineer,8.5,9,30,3,Normal,125/80,65,5000,
-302,Female,51,Engineer,8.5,9,30,3,Normal,125/80,65,5000,
+299,Female,51,Engineer,8.5,9,30,3,Normal,125/80,65,5000,No Disorder
+300,Female,51,Engineer,8.5,9,30,3,Normal,125/80,65,5000,No Disorder
+301,Female,51,Engineer,8.5,9,30,3,Normal,125/80,65,5000,No Disorder
+302,Female,51,Engineer,8.5,9,30,3,Normal,125/80,65,5000,No Disorder
 304,Female,51,Nurse,6.0,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
 305,Female,51,Nurse,6.1,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
 306,Female,51,Nurse,6.1,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
@@ -246,34 +246,34 @@ Person ID,Gender,Age,Occupation,Sleep Duration,Quality of Sleep,Physical Activit
 310,Female,52,Accountant,6.6,7,45,7,Overweight,130/85,72,6000,Insomnia
 311,Female,52,Accountant,6.6,7,45,7,Overweight,130/85,72,6000,Insomnia
 312,Female,52,Accountant,6.6,7,45,7,Overweight,130/85,72,6000,Insomnia
-313,Female,52,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
-314,Female,52,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
-315,Female,52,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
+313,Female,52,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
+314,Female,52,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
+315,Female,52,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
 316,Female,53,Engineer,8.3,9,30,3,Normal,125/80,65,5000,Insomnia
-317,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,
-318,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,
-319,Female,53,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
-320,Female,53,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
-322,Female,53,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
-323,Female,53,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
-324,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,
-325,Female,53,Engineer,8.3,9,30,3,Normal,125/80,65,5000,
-326,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,
-327,Female,53,Engineer,8.3,9,30,3,Normal,125/80,65,5000,
-329,Female,53,Engineer,8.3,9,30,3,Normal,125/80,65,5000,
-330,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,
-332,Female,53,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
-333,Female,54,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
-334,Female,54,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
-335,Female,54,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
-336,Female,54,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
-337,Female,54,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
-338,Female,54,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
-339,Female,54,Engineer,8.5,9,30,3,Normal,125/80,65,5000,
+317,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,No Disorder
+318,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,No Disorder
+319,Female,53,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
+320,Female,53,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
+322,Female,53,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
+323,Female,53,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
+324,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,No Disorder
+325,Female,53,Engineer,8.3,9,30,3,Normal,125/80,65,5000,No Disorder
+326,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,No Disorder
+327,Female,53,Engineer,8.3,9,30,3,Normal,125/80,65,5000,No Disorder
+329,Female,53,Engineer,8.3,9,30,3,Normal,125/80,65,5000,No Disorder
+330,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,No Disorder
+332,Female,53,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
+333,Female,54,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
+334,Female,54,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
+335,Female,54,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
+336,Female,54,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
+337,Female,54,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
+338,Female,54,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
+339,Female,54,Engineer,8.5,9,30,3,Normal,125/80,65,5000,No Disorder
 340,Female,55,Nurse,8.1,9,75,4,Overweight,140/95,72,5000,Sleep Apnea
 341,Female,55,Nurse,8.1,9,75,4,Overweight,140/95,72,5000,Sleep Apnea
-342,Female,56,Doctor,8.2,9,90,3,Normal Weight,118/75,65,10000,
-343,Female,56,Doctor,8.2,9,90,3,Normal Weight,118/75,65,10000,
+342,Female,56,Doctor,8.2,9,90,3,Normal Weight,118/75,65,10000,No Disorder
+343,Female,56,Doctor,8.2,9,90,3,Normal Weight,118/75,65,10000,No Disorder
 345,Female,57,Nurse,8.2,9,75,3,Overweight,140/95,68,7000,Sleep Apnea
 346,Female,57,Nurse,8.2,9,75,3,Overweight,140/95,68,7000,Sleep Apnea
 348,Female,57,Nurse,8.2,9,75,3,Overweight,140/95,68,7000,Sleep Apnea
@@ -287,8 +287,8 @@ Person ID,Gender,Age,Occupation,Sleep Duration,Quality of Sleep,Physical Activit
 356,Female,58,Nurse,8.0,9,75,3,Overweight,140/95,68,7000,Sleep Apnea
 357,Female,58,Nurse,8.0,9,75,3,Overweight,140/95,68,7000,Sleep Apnea
 358,Female,58,Nurse,8.0,9,75,3,Overweight,140/95,68,7000,Sleep Apnea
-359,Female,59,Nurse,8.0,9,75,3,Overweight,140/95,68,7000,
-360,Female,59,Nurse,8.1,9,75,3,Overweight,140/95,68,7000,
+359,Female,59,Nurse,8.0,9,75,3,Overweight,140/95,68,7000,No Disorder
+360,Female,59,Nurse,8.1,9,75,3,Overweight,140/95,68,7000,No Disorder
 361,Female,59,Nurse,8.2,9,75,3,Overweight,140/95,68,7000,Sleep Apnea
 365,Female,59,Nurse,8.0,9,75,3,Overweight,140/95,68,7000,Sleep Apnea
 366,Female,59,Nurse,8.0,9,75,3,Overweight,140/95,68,7000,Sleep Apnea
diff --git a/ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_005/info.json b/ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_005/info.json
index ac7f1ad59f059be3648f2769a10128e59277c544..c68a30219902530a9154e48d4957e5bb70f65c0f 100644
--- a/ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_005/info.json
+++ b/ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_005/info.json
@@ -1,121 +1,122 @@
-{
-    "name": "Sleep Health and Lifestyle Dataset",
-    "source": "https://www.kaggle.com/datasets/uom190346a/sleep-health-and-lifestyle-dataset/data",
-    "data_intro": "The Sleep Health and Lifestyle Dataset comprises 400 rows and 13 columns, covering a wide range of variables related to sleep and daily habits. It includes details such as gender, age, occupation, sleep duration, quality of sleep, physical activity level, stress levels, BMI category, blood pressure, heart rate, daily steps, and the presence or absence of sleep disorders.",
-    "is_splited": false,
-    "overall_size": 374,
-    "train_size": 0,
-    "test_size": 0,
-    "c_classes": 5,
-    "n_classes": 8,
-    "cat_feature_intro": {
-        "Gender": "Gender: The gender of the person (Male/Female).<br>",
-        "Occupation": "Occupation: The occupation or profession of the person.<br>",
-        "BMI Category": "BMI Category: The BMI category of the person (e.g., Underweight, Normal, Overweight).<br>",
-        "Blood Pressure": "Blood Pressure (systolic/diastolic): The blood pressure measurement of the person, indicated as systolic pressure over diastolic pressure.<br>",
-        "Sleep Disorder": "- None: The individual does not exhibit any specific sleep disorder."
-    },
-    "num_feature_intro": {
-        "Person ID": "Person ID: An identifier for each individual.<br>",
-        "Age": "Physical Activity Level (minutes/day): The number of minutes the person engages in physical activity daily.<br>",
-        "Sleep Duration": "Sleep Duration (hours): The number of hours the person sleeps per day.<br>",
-        "Quality of Sleep": "Quality of Sleep (scale: 1-10): A subjective rating of the quality of sleep, ranging from 1 to 10.<br>",
-        "Physical Activity Level": "Physical Activity Level (minutes/day): The number of minutes the person engages in physical activity daily.<br>",
-        "Stress Level": "Stress Level (scale: 1-10): A subjective rating of the stress level experienced by the person, ranging from 1 to 10.<br>",
-        "Heart Rate": "Heart Rate (bpm): The resting heart rate of the person in beats per minute.<br>",
-        "Daily Steps": "Daily Steps: The number of steps the person takes per day.<br>"
-    },
-    "evaluation_metric": null,
-    "task_type": "classification",
-    "target": "Sleep Disorder",
-    "num_feature_value": {
-        "Age": [
-            27.0,
-            59.0
-        ],
-        "Daily Steps": [
-            3000.0,
-            10000.0
-        ],
-        "Heart Rate": [
-            65.0,
-            86.0
-        ],
-        "Person ID": [
-            1.0,
-            374.0
-        ],
-        "Physical Activity Level": [
-            30.0,
-            90.0
-        ],
-        "Quality of Sleep": [
-            4.0,
-            9.0
-        ],
-        "Sleep Duration": [
-            5.8,
-            8.5
-        ],
-        "Stress Level": [
-            3.0,
-            8.0
-        ]
-    },
-    "cat_feature_value": {
-        "BMI Category": [
-            "Normal",
-            "Normal Weight",
-            "Obese",
-            "Overweight"
-        ],
-        "Blood Pressure": [
-            "115/75",
-            "115/78",
-            "117/76",
-            "118/75",
-            "118/76",
-            "119/77",
-            "120/80",
-            "121/79",
-            "122/80",
-            "125/80",
-            "125/82",
-            "126/83",
-            "128/84",
-            "128/85",
-            "129/84",
-            "130/85",
-            "130/86",
-            "131/86",
-            "132/87",
-            "135/88",
-            "135/90",
-            "139/91",
-            "140/90",
-            "140/95",
-            "142/92"
-        ],
-        "Gender": [
-            "Female",
-            "Male"
-        ],
-        "Occupation": [
-            "Accountant",
-            "Doctor",
-            "Engineer",
-            "Lawyer",
-            "Manager",
-            "Nurse",
-            "Sales Representative",
-            "Salesperson",
-            "Scientist",
-            "Software Engineer",
-            "Teacher"
-        ],
-        "Sleep Disorder": [
-            "Insomnia",
-            "Sleep Apnea"
-        ]
-    }
-}
\ No newline at end of file
+{
+  "name": "Sleep Health and Lifestyle Dataset",
+  "source": "https://www.kaggle.com/datasets/uom190346a/sleep-health-and-lifestyle-dataset/data",
+  "data_intro": "The Sleep Health and Lifestyle Dataset comprises 400 rows and 13 columns, covering a wide range of variables related to sleep and daily habits. It includes details such as gender, age, occupation, sleep duration, quality of sleep, physical activity level, stress levels, BMI category, blood pressure, heart rate, daily steps, and the presence or absence of sleep disorders.",
+  "is_splited": false,
+  "overall_size": 374,
+  "train_size": 0,
+  "test_size": 0,
+  "c_classes": 5,
+  "n_classes": 8,
+  "cat_feature_intro": {
+    "Gender": "Gender: The gender of the person (Male/Female).<br>",
+    "Occupation": "Occupation: The occupation or profession of the person.<br>",
+    "BMI Category": "BMI Category: The BMI category of the person (e.g., Underweight, Normal, Overweight).<br>",
+    "Blood Pressure": "Blood Pressure (systolic/diastolic): The blood pressure measurement of the person, indicated as systolic pressure over diastolic pressure.<br>",
+    "Sleep Disorder": "Sleep disorder category: No Disorder, Insomnia, or Sleep Apnea."
+  },
+  "num_feature_intro": {
+    "Person ID": "Person ID: An identifier for each individual.<br>",
+    "Age": "Physical Activity Level (minutes/day): The number of minutes the person engages in physical activity daily.<br>",
+    "Sleep Duration": "Sleep Duration (hours): The number of hours the person sleeps per day.<br>",
+    "Quality of Sleep": "Quality of Sleep (scale: 1-10): A subjective rating of the quality of sleep, ranging from 1 to 10.<br>",
+    "Physical Activity Level": "Physical Activity Level (minutes/day): The number of minutes the person engages in physical activity daily.<br>",
+    "Stress Level": "Stress Level (scale: 1-10): A subjective rating of the stress level experienced by the person, ranging from 1 to 10.<br>",
+    "Heart Rate": "Heart Rate (bpm): The resting heart rate of the person in beats per minute.<br>",
+    "Daily Steps": "Daily Steps: The number of steps the person takes per day.<br>"
+  },
+  "evaluation_metric": null,
+  "task_type": "classification",
+  "target": "Sleep Disorder",
+  "num_feature_value": {
+    "Age": [
+      27.0,
+      59.0
+    ],
+    "Daily Steps": [
+      3000.0,
+      10000.0
+    ],
+    "Heart Rate": [
+      65.0,
+      86.0
+    ],
+    "Person ID": [
+      1.0,
+      374.0
+    ],
+    "Physical Activity Level": [
+      30.0,
+      90.0
+    ],
+    "Quality of Sleep": [
+      4.0,
+      9.0
+    ],
+    "Sleep Duration": [
+      5.8,
+      8.5
+    ],
+    "Stress Level": [
+      3.0,
+      8.0
+    ]
+  },
+  "cat_feature_value": {
+    "BMI Category": [
+      "Normal",
+      "Normal Weight",
+      "Obese",
+      "Overweight"
+    ],
+    "Blood Pressure": [
+      "115/75",
+      "115/78",
+      "117/76",
+      "118/75",
+      "118/76",
+      "119/77",
+      "120/80",
+      "121/79",
+      "122/80",
+      "125/80",
+      "125/82",
+      "126/83",
+      "128/84",
+      "128/85",
+      "129/84",
+      "130/85",
+      "130/86",
+      "131/86",
+      "132/87",
+      "135/88",
+      "135/90",
+      "139/91",
+      "140/90",
+      "140/95",
+      "142/92"
+    ],
+    "Gender": [
+      "Female",
+      "Male"
+    ],
+    "Occupation": [
+      "Accountant",
+      "Doctor",
+      "Engineer",
+      "Lawyer",
+      "Manager",
+      "Nurse",
+      "Sales Representative",
+      "Salesperson",
+      "Scientist",
+      "Software Engineer",
+      "Teacher"
+    ],
+    "Sleep Disorder": [
+      "Insomnia",
+      "No Disorder",
+      "Sleep Apnea"
+    ]
+  }
+}
diff --git a/ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_006/Sleep_Health_and_Lifestyle_Dataset_B4_006_current.json b/ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_006/Sleep_Health_and_Lifestyle_Dataset_B4_006_current.json
index 966d08309f6289ad2852e455b02fd0153cd63ee1..020b6756d61d68d659cdd7559c4d58a428b67a6c 100644
--- a/ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_006/Sleep_Health_and_Lifestyle_Dataset_B4_006_current.json
+++ b/ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_006/Sleep_Health_and_Lifestyle_Dataset_B4_006_current.json
@@ -1,1381 +1,1381 @@
 {
-    "id": "006",
-    "task_type": "B4",
-    "subtask_type": "filter",
-    "perspective": "data_holder",
-    "dataset_name": "Sleep Health and Lifestyle Dataset",
-    "table_path": "output/Sleep Health and Lifestyle Dataset_B4/Sleep Health and Lifestyle Dataset_B4_006/test.csv",
-    "query": "Our sales team is launching a campaign for our new sleep aid product. Using the lifestyle data archive I've provided, can you isolate the high-stress individuals (those with a stress level of 7 or higher) from this new group who are most likely to be diagnosed with Insomnia? They are our primary target audience.",
-    "meta_info": {
-        "domain": "medical"
+  "id": "006",
+  "task_type": "B4",
+  "subtask_type": "filter",
+  "perspective": "data_holder",
+  "dataset_name": "Sleep Health and Lifestyle Dataset",
+  "table_path": "output/Sleep Health and Lifestyle Dataset_B4/Sleep Health and Lifestyle Dataset_B4_006/test.csv",
+  "query": "Our sales team is launching a campaign for our new sleep aid product. Using the lifestyle data archive I've provided, can you isolate the high-stress individuals (those with a stress level of 7 or higher) from this new group who are most likely to be diagnosed with Insomnia? They are our primary target audience.",
+  "meta_info": {
+    "domain": "medical"
+  },
+  "final_decision": {},
+  "what_if": {},
+  "ground_truth": {
+    "extracted_features": [
+      {
+        "scenario_id": "001",
+        "features": {
+          "Person ID": 82,
+          "Gender": "Female",
+          "Age": 34,
+          "Occupation": "Scientist",
+          "Sleep Duration": 5.8,
+          "Quality of Sleep": 4,
+          "Physical Activity Level": 32,
+          "Stress Level": 8,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "131/86",
+          "Heart Rate": 81,
+          "Daily Steps": 5200,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "002",
+        "features": {
+          "Person ID": 73,
+          "Gender": "Male",
+          "Age": 33,
+          "Occupation": "Doctor",
+          "Sleep Duration": 6.1,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 30,
+          "Stress Level": 8,
+          "BMI Category": "Normal",
+          "Blood Pressure": "125/80",
+          "Heart Rate": 72,
+          "Daily Steps": 5000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "003",
+        "features": {
+          "Person ID": 110,
+          "Gender": "Male",
+          "Age": 37,
+          "Occupation": "Lawyer",
+          "Sleep Duration": 7.4,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 60,
+          "Stress Level": 5,
+          "BMI Category": "Normal",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 68,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "004",
+        "features": {
+          "Person ID": 19,
+          "Gender": "Female",
+          "Age": 29,
+          "Occupation": "Nurse",
+          "Sleep Duration": 6.5,
+          "Quality of Sleep": 5,
+          "Physical Activity Level": 40,
+          "Stress Level": 7,
+          "BMI Category": "Normal Weight",
+          "Blood Pressure": "132/87",
+          "Heart Rate": 80,
+          "Daily Steps": 4000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "005",
+        "features": {
+          "Person ID": 139,
+          "Gender": "Female",
+          "Age": 38,
+          "Occupation": "Accountant",
+          "Sleep Duration": 7.1,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 60,
+          "Stress Level": 4,
+          "BMI Category": "Normal",
+          "Blood Pressure": "115/75",
+          "Heart Rate": 68,
+          "Daily Steps": 7000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "006",
+        "features": {
+          "Person ID": 350,
+          "Gender": "Female",
+          "Age": 57,
+          "Occupation": "Nurse",
+          "Sleep Duration": 8.1,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 75,
+          "Stress Level": 3,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "140/95",
+          "Heart Rate": 68,
+          "Daily Steps": 7000,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "007",
+        "features": {
+          "Person ID": 186,
+          "Gender": "Female",
+          "Age": 42,
+          "Occupation": "Teacher",
+          "Sleep Duration": 6.8,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 45,
+          "Stress Level": 7,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 78,
+          "Daily Steps": 5000,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "008",
+        "features": {
+          "Person ID": 64,
+          "Gender": "Male",
+          "Age": 32,
+          "Occupation": "Doctor",
+          "Sleep Duration": 6.2,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 30,
+          "Stress Level": 8,
+          "BMI Category": "Normal",
+          "Blood Pressure": "125/80",
+          "Heart Rate": 72,
+          "Daily Steps": 5000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "009",
+        "features": {
+          "Person ID": 310,
+          "Gender": "Female",
+          "Age": 52,
+          "Occupation": "Accountant",
+          "Sleep Duration": 6.6,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 45,
+          "Stress Level": 7,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 72,
+          "Daily Steps": 6000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "010",
+        "features": {
+          "Person ID": 89,
+          "Gender": "Male",
+          "Age": 35,
+          "Occupation": "Engineer",
+          "Sleep Duration": 7.3,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 60,
+          "Stress Level": 4,
+          "BMI Category": "Normal",
+          "Blood Pressure": "125/80",
+          "Heart Rate": 65,
+          "Daily Steps": 5000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "011",
+        "features": {
+          "Person ID": 278,
+          "Gender": "Male",
+          "Age": 49,
+          "Occupation": "Doctor",
+          "Sleep Duration": 8.1,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 85,
+          "Stress Level": 3,
+          "BMI Category": "Obese",
+          "Blood Pressure": "139/91",
+          "Heart Rate": 86,
+          "Daily Steps": 3700,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "012",
+        "features": {
+          "Person ID": 216,
+          "Gender": "Male",
+          "Age": 43,
+          "Occupation": "Engineer",
+          "Sleep Duration": 7.8,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 90,
+          "Stress Level": 5,
+          "BMI Category": "Normal",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "013",
+        "features": {
+          "Person ID": 242,
+          "Gender": "Male",
+          "Age": 44,
+          "Occupation": "Salesperson",
+          "Sleep Duration": 6.3,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 45,
+          "Stress Level": 7,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 72,
+          "Daily Steps": 6000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "014",
+        "features": {
+          "Person ID": 147,
+          "Gender": "Male",
+          "Age": 39,
+          "Occupation": "Lawyer",
+          "Sleep Duration": 7.2,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 60,
+          "Stress Level": 5,
+          "BMI Category": "Normal",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 68,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "015",
+        "features": {
+          "Person ID": 266,
+          "Gender": "Female",
+          "Age": 48,
+          "Occupation": "Nurse",
+          "Sleep Duration": 5.9,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 90,
+          "Stress Level": 8,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "140/95",
+          "Heart Rate": 75,
+          "Daily Steps": 10000,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "016",
+        "features": {
+          "Person ID": 98,
+          "Gender": "Female",
+          "Age": 36,
+          "Occupation": "Accountant",
+          "Sleep Duration": 7.1,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 60,
+          "Stress Level": 4,
+          "BMI Category": "Normal",
+          "Blood Pressure": "115/75",
+          "Heart Rate": 68,
+          "Daily Steps": 7000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "017",
+        "features": {
+          "Person ID": 41,
+          "Gender": "Male",
+          "Age": 31,
+          "Occupation": "Doctor",
+          "Sleep Duration": 7.7,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 75,
+          "Stress Level": 6,
+          "BMI Category": "Normal",
+          "Blood Pressure": "120/80",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "018",
+        "features": {
+          "Person ID": 11,
+          "Gender": "Male",
+          "Age": 29,
+          "Occupation": "Doctor",
+          "Sleep Duration": 6.1,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 30,
+          "Stress Level": 8,
+          "BMI Category": "Normal",
+          "Blood Pressure": "120/80",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "019",
+        "features": {
+          "Person ID": 265,
+          "Gender": "Male",
+          "Age": 48,
+          "Occupation": "Doctor",
+          "Sleep Duration": 7.3,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 65,
+          "Stress Level": 5,
+          "BMI Category": "Obese",
+          "Blood Pressure": "142/92",
+          "Heart Rate": 83,
+          "Daily Steps": 3500,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "020",
+        "features": {
+          "Person ID": 133,
+          "Gender": "Male",
+          "Age": 38,
+          "Occupation": "Lawyer",
+          "Sleep Duration": 7.3,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 60,
+          "Stress Level": 5,
+          "BMI Category": "Normal",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 68,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "021",
+        "features": {
+          "Person ID": 339,
+          "Gender": "Female",
+          "Age": 54,
+          "Occupation": "Engineer",
+          "Sleep Duration": 8.5,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 30,
+          "Stress Level": 3,
+          "BMI Category": "Normal",
+          "Blood Pressure": "125/80",
+          "Heart Rate": 65,
+          "Daily Steps": 5000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "022",
+        "features": {
+          "Person ID": 204,
+          "Gender": "Male",
+          "Age": 43,
+          "Occupation": "Engineer",
+          "Sleep Duration": 6.9,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 47,
+          "Stress Level": 7,
+          "BMI Category": "Normal Weight",
+          "Blood Pressure": "117/76",
+          "Heart Rate": 69,
+          "Daily Steps": 6800,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "023",
+        "features": {
+          "Person ID": 248,
+          "Gender": "Male",
+          "Age": 44,
+          "Occupation": "Engineer",
+          "Sleep Duration": 6.8,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 45,
+          "Stress Level": 7,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 78,
+          "Daily Steps": 5000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "024",
+        "features": {
+          "Person ID": 4,
+          "Gender": "Male",
+          "Age": 28,
+          "Occupation": "Sales Representative",
+          "Sleep Duration": 5.9,
+          "Quality of Sleep": 4,
+          "Physical Activity Level": 30,
+          "Stress Level": 8,
+          "BMI Category": "Obese",
+          "Blood Pressure": "140/90",
+          "Heart Rate": 85,
+          "Daily Steps": 3000,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "025",
+        "features": {
+          "Person ID": 360,
+          "Gender": "Female",
+          "Age": 59,
+          "Occupation": "Nurse",
+          "Sleep Duration": 8.1,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 75,
+          "Stress Level": 3,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "140/95",
+          "Heart Rate": 68,
+          "Daily Steps": 7000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "026",
+        "features": {
+          "Person ID": 210,
+          "Gender": "Male",
+          "Age": 43,
+          "Occupation": "Engineer",
+          "Sleep Duration": 7.8,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 90,
+          "Stress Level": 5,
+          "BMI Category": "Normal",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "027",
+        "features": {
+          "Person ID": 273,
+          "Gender": "Female",
+          "Age": 49,
+          "Occupation": "Nurse",
+          "Sleep Duration": 6.1,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 90,
+          "Stress Level": 8,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "140/95",
+          "Heart Rate": 75,
+          "Daily Steps": 10000,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "028",
+        "features": {
+          "Person ID": 68,
+          "Gender": "Male",
+          "Age": 33,
+          "Occupation": "Doctor",
+          "Sleep Duration": 6.0,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 30,
+          "Stress Level": 8,
+          "BMI Category": "Normal",
+          "Blood Pressure": "125/80",
+          "Heart Rate": 72,
+          "Daily Steps": 5000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "029",
+        "features": {
+          "Person ID": 363,
+          "Gender": "Female",
+          "Age": 59,
+          "Occupation": "Nurse",
+          "Sleep Duration": 8.2,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 75,
+          "Stress Level": 3,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "140/95",
+          "Heart Rate": 68,
+          "Daily Steps": 7000,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "030",
+        "features": {
+          "Person ID": 258,
+          "Gender": "Female",
+          "Age": 45,
+          "Occupation": "Teacher",
+          "Sleep Duration": 6.6,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 45,
+          "Stress Level": 4,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "135/90",
+          "Heart Rate": 65,
+          "Daily Steps": 6000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "031",
+        "features": {
+          "Person ID": 23,
+          "Gender": "Male",
+          "Age": 30,
+          "Occupation": "Doctor",
+          "Sleep Duration": 7.7,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 75,
+          "Stress Level": 6,
+          "BMI Category": "Normal",
+          "Blood Pressure": "120/80",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "032",
+        "features": {
+          "Person ID": 15,
+          "Gender": "Male",
+          "Age": 29,
+          "Occupation": "Doctor",
+          "Sleep Duration": 6.0,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 30,
+          "Stress Level": 8,
+          "BMI Category": "Normal",
+          "Blood Pressure": "120/80",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "033",
+        "features": {
+          "Person ID": 51,
+          "Gender": "Male",
+          "Age": 32,
+          "Occupation": "Engineer",
+          "Sleep Duration": 7.5,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 45,
+          "Stress Level": 3,
+          "BMI Category": "Normal",
+          "Blood Pressure": "120/80",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "034",
+        "features": {
+          "Person ID": 33,
+          "Gender": "Female",
+          "Age": 31,
+          "Occupation": "Nurse",
+          "Sleep Duration": 7.9,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 75,
+          "Stress Level": 4,
+          "BMI Category": "Normal Weight",
+          "Blood Pressure": "117/76",
+          "Heart Rate": 69,
+          "Daily Steps": 6800,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "035",
+        "features": {
+          "Person ID": 178,
+          "Gender": "Male",
+          "Age": 42,
+          "Occupation": "Salesperson",
+          "Sleep Duration": 6.5,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 45,
+          "Stress Level": 7,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 72,
+          "Daily Steps": 6000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "036",
+        "features": {
+          "Person ID": 325,
+          "Gender": "Female",
+          "Age": 53,
+          "Occupation": "Engineer",
+          "Sleep Duration": 8.3,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 30,
+          "Stress Level": 3,
+          "BMI Category": "Normal",
+          "Blood Pressure": "125/80",
+          "Heart Rate": 65,
+          "Daily Steps": 5000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "037",
+        "features": {
+          "Person ID": 309,
+          "Gender": "Female",
+          "Age": 52,
+          "Occupation": "Accountant",
+          "Sleep Duration": 6.6,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 45,
+          "Stress Level": 7,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 72,
+          "Daily Steps": 6000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "038",
+        "features": {
+          "Person ID": 157,
+          "Gender": "Male",
+          "Age": 39,
+          "Occupation": "Lawyer",
+          "Sleep Duration": 7.2,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 60,
+          "Stress Level": 5,
+          "BMI Category": "Normal",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 68,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "039",
+        "features": {
+          "Person ID": 337,
+          "Gender": "Female",
+          "Age": 54,
+          "Occupation": "Engineer",
+          "Sleep Duration": 8.4,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 30,
+          "Stress Level": 3,
+          "BMI Category": "Normal",
+          "Blood Pressure": "125/80",
+          "Heart Rate": 65,
+          "Daily Steps": 5000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "040",
+        "features": {
+          "Person ID": 158,
+          "Gender": "Male",
+          "Age": 39,
+          "Occupation": "Lawyer",
+          "Sleep Duration": 7.2,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 60,
+          "Stress Level": 5,
+          "BMI Category": "Normal",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 68,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "041",
+        "features": {
+          "Person ID": 311,
+          "Gender": "Female",
+          "Age": 52,
+          "Occupation": "Accountant",
+          "Sleep Duration": 6.6,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 45,
+          "Stress Level": 7,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 72,
+          "Daily Steps": 6000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "042",
+        "features": {
+          "Person ID": 201,
+          "Gender": "Male",
+          "Age": 43,
+          "Occupation": "Salesperson",
+          "Sleep Duration": 6.5,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 45,
+          "Stress Level": 7,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 72,
+          "Daily Steps": 6000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "043",
+        "features": {
+          "Person ID": 223,
+          "Gender": "Male",
+          "Age": 44,
+          "Occupation": "Salesperson",
+          "Sleep Duration": 6.3,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 45,
+          "Stress Level": 7,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 72,
+          "Daily Steps": 6000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "044",
+        "features": {
+          "Person ID": 172,
+          "Gender": "Male",
+          "Age": 41,
+          "Occupation": "Lawyer",
+          "Sleep Duration": 7.7,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 90,
+          "Stress Level": 5,
+          "BMI Category": "Normal",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "045",
+        "features": {
+          "Person ID": 209,
+          "Gender": "Male",
+          "Age": 43,
+          "Occupation": "Engineer",
+          "Sleep Duration": 7.7,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 90,
+          "Stress Level": 5,
+          "BMI Category": "Normal",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "046",
+        "features": {
+          "Person ID": 289,
+          "Gender": "Female",
+          "Age": 50,
+          "Occupation": "Nurse",
+          "Sleep Duration": 6.0,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 90,
+          "Stress Level": 8,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "140/95",
+          "Heart Rate": 75,
+          "Daily Steps": 10000,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "047",
+        "features": {
+          "Person ID": 268,
+          "Gender": "Female",
+          "Age": 49,
+          "Occupation": "Nurse",
+          "Sleep Duration": 6.2,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 90,
+          "Stress Level": 8,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "140/95",
+          "Heart Rate": 75,
+          "Daily Steps": 10000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "048",
+        "features": {
+          "Person ID": 180,
+          "Gender": "Male",
+          "Age": 42,
+          "Occupation": "Lawyer",
+          "Sleep Duration": 7.8,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 90,
+          "Stress Level": 5,
+          "BMI Category": "Normal",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "049",
+        "features": {
+          "Person ID": 124,
+          "Gender": "Female",
+          "Age": 37,
+          "Occupation": "Accountant",
+          "Sleep Duration": 7.2,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 60,
+          "Stress Level": 4,
+          "BMI Category": "Normal",
+          "Blood Pressure": "115/75",
+          "Heart Rate": 68,
+          "Daily Steps": 7000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "050",
+        "features": {
+          "Person ID": 74,
+          "Gender": "Male",
+          "Age": 33,
+          "Occupation": "Doctor",
+          "Sleep Duration": 6.1,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 30,
+          "Stress Level": 8,
+          "BMI Category": "Normal",
+          "Blood Pressure": "125/80",
+          "Heart Rate": 72,
+          "Daily Steps": 5000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "051",
+        "features": {
+          "Person ID": 334,
+          "Gender": "Female",
+          "Age": 54,
+          "Occupation": "Engineer",
+          "Sleep Duration": 8.4,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 30,
+          "Stress Level": 3,
+          "BMI Category": "Normal",
+          "Blood Pressure": "125/80",
+          "Heart Rate": 65,
+          "Daily Steps": 5000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "052",
+        "features": {
+          "Person ID": 44,
+          "Gender": "Male",
+          "Age": 31,
+          "Occupation": "Doctor",
+          "Sleep Duration": 7.8,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 75,
+          "Stress Level": 6,
+          "BMI Category": "Normal",
+          "Blood Pressure": "120/80",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "053",
+        "features": {
+          "Person ID": 196,
+          "Gender": "Male",
+          "Age": 43,
+          "Occupation": "Salesperson",
+          "Sleep Duration": 6.5,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 45,
+          "Stress Level": 7,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 72,
+          "Daily Steps": 6000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "054",
+        "features": {
+          "Person ID": 131,
+          "Gender": "Female",
+          "Age": 38,
+          "Occupation": "Accountant",
+          "Sleep Duration": 7.1,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 60,
+          "Stress Level": 4,
+          "BMI Category": "Normal",
+          "Blood Pressure": "115/75",
+          "Heart Rate": 68,
+          "Daily Steps": 7000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "055",
+        "features": {
+          "Person ID": 238,
+          "Gender": "Female",
+          "Age": 44,
+          "Occupation": "Teacher",
+          "Sleep Duration": 6.5,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 45,
+          "Stress Level": 4,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "135/90",
+          "Heart Rate": 65,
+          "Daily Steps": 6000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "056",
+        "features": {
+          "Person ID": 327,
+          "Gender": "Female",
+          "Age": 53,
+          "Occupation": "Engineer",
+          "Sleep Duration": 8.3,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 30,
+          "Stress Level": 3,
+          "BMI Category": "Normal",
+          "Blood Pressure": "125/80",
+          "Heart Rate": 65,
+          "Daily Steps": 5000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "057",
+        "features": {
+          "Person ID": 317,
+          "Gender": "Female",
+          "Age": 53,
+          "Occupation": "Engineer",
+          "Sleep Duration": 8.5,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 30,
+          "Stress Level": 3,
+          "BMI Category": "Normal",
+          "Blood Pressure": "125/80",
+          "Heart Rate": 65,
+          "Daily Steps": 5000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "058",
+        "features": {
+          "Person ID": 129,
+          "Gender": "Male",
+          "Age": 38,
+          "Occupation": "Lawyer",
+          "Sleep Duration": 7.3,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 60,
+          "Stress Level": 5,
+          "BMI Category": "Normal",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 68,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "059",
+        "features": {
+          "Person ID": 345,
+          "Gender": "Female",
+          "Age": 57,
+          "Occupation": "Nurse",
+          "Sleep Duration": 8.2,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 75,
+          "Stress Level": 3,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "140/95",
+          "Heart Rate": 68,
+          "Daily Steps": 7000,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "060",
+        "features": {
+          "Person ID": 371,
+          "Gender": "Female",
+          "Age": 59,
+          "Occupation": "Nurse",
+          "Sleep Duration": 8.0,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 75,
+          "Stress Level": 3,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "140/95",
+          "Heart Rate": 68,
+          "Daily Steps": 7000,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "061",
+        "features": {
+          "Person ID": 232,
+          "Gender": "Male",
+          "Age": 44,
+          "Occupation": "Salesperson",
+          "Sleep Duration": 6.3,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 45,
+          "Stress Level": 7,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 72,
+          "Daily Steps": 6000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "062",
+        "features": {
+          "Person ID": 78,
+          "Gender": "Male",
+          "Age": 33,
+          "Occupation": "Doctor",
+          "Sleep Duration": 6.0,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 30,
+          "Stress Level": 8,
+          "BMI Category": "Normal",
+          "Blood Pressure": "125/80",
+          "Heart Rate": 72,
+          "Daily Steps": 5000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "063",
+        "features": {
+          "Person ID": 335,
+          "Gender": "Female",
+          "Age": 54,
+          "Occupation": "Engineer",
+          "Sleep Duration": 8.4,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 30,
+          "Stress Level": 3,
+          "BMI Category": "Normal",
+          "Blood Pressure": "125/80",
+          "Heart Rate": 65,
+          "Daily Steps": 5000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "064",
+        "features": {
+          "Person ID": 256,
+          "Gender": "Female",
+          "Age": 45,
+          "Occupation": "Teacher",
+          "Sleep Duration": 6.5,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 45,
+          "Stress Level": 4,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "135/90",
+          "Heart Rate": 65,
+          "Daily Steps": 6000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "065",
+        "features": {
+          "Person ID": 155,
+          "Gender": "Male",
+          "Age": 39,
+          "Occupation": "Lawyer",
+          "Sleep Duration": 7.2,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 60,
+          "Stress Level": 5,
+          "BMI Category": "Normal",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 68,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "066",
+        "features": {
+          "Person ID": 240,
+          "Gender": "Male",
+          "Age": 44,
+          "Occupation": "Salesperson",
+          "Sleep Duration": 6.4,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 45,
+          "Stress Level": 7,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 72,
+          "Daily Steps": 6000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "067",
+        "features": {
+          "Person ID": 214,
+          "Gender": "Male",
+          "Age": 43,
+          "Occupation": "Engineer",
+          "Sleep Duration": 7.8,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 90,
+          "Stress Level": 5,
+          "BMI Category": "Normal",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "068",
+        "features": {
+          "Person ID": 224,
+          "Gender": "Male",
+          "Age": 44,
+          "Occupation": "Salesperson",
+          "Sleep Duration": 6.4,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 45,
+          "Stress Level": 7,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 72,
+          "Daily Steps": 6000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "069",
+        "features": {
+          "Person ID": 218,
+          "Gender": "Male",
+          "Age": 43,
+          "Occupation": "Engineer",
+          "Sleep Duration": 7.8,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 90,
+          "Stress Level": 5,
+          "BMI Category": "Normal",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "070",
+        "features": {
+          "Person ID": 295,
+          "Gender": "Female",
+          "Age": 50,
+          "Occupation": "Nurse",
+          "Sleep Duration": 6.1,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 90,
+          "Stress Level": 8,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "140/95",
+          "Heart Rate": 75,
+          "Daily Steps": 10000,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "071",
+        "features": {
+          "Person ID": 241,
+          "Gender": "Female",
+          "Age": 44,
+          "Occupation": "Teacher",
+          "Sleep Duration": 6.5,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 45,
+          "Stress Level": 4,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "135/90",
+          "Heart Rate": 65,
+          "Daily Steps": 6000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "072",
+        "features": {
+          "Person ID": 312,
+          "Gender": "Female",
+          "Age": 52,
+          "Occupation": "Accountant",
+          "Sleep Duration": 6.6,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 45,
+          "Stress Level": 7,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 72,
+          "Daily Steps": 6000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "073",
+        "features": {
+          "Person ID": 160,
+          "Gender": "Male",
+          "Age": 39,
+          "Occupation": "Lawyer",
+          "Sleep Duration": 7.2,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 60,
+          "Stress Level": 5,
+          "BMI Category": "Normal",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 68,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "074",
+        "features": {
+          "Person ID": 12,
+          "Gender": "Male",
+          "Age": 29,
+          "Occupation": "Doctor",
+          "Sleep Duration": 7.8,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 75,
+          "Stress Level": 6,
+          "BMI Category": "Normal",
+          "Blood Pressure": "120/80",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      }
+    ],
+    "target_column": "Sleep Disorder",
+    "task_sub_type": "classification",
+    "ranking_ground_truth": {
+      "top_k_ids": [
+        "004",
+        "009",
+        "013",
+        "023",
+        "028",
+        "035",
+        "037",
+        "041",
+        "042",
+        "043",
+        "053",
+        "061",
+        "066",
+        "068",
+        "072"
+      ]
     },
-    "final_decision": {},
-    "what_if": {},
-    "ground_truth": {
-        "extracted_features": [
-            {
-                "scenario_id": "001",
-                "features": {
-                    "Person ID": 82,
-                    "Gender": "Female",
-                    "Age": 34,
-                    "Occupation": "Scientist",
-                    "Sleep Duration": 5.8,
-                    "Quality of Sleep": 4,
-                    "Physical Activity Level": 32,
-                    "Stress Level": 8,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "131/86",
-                    "Heart Rate": 81,
-                    "Daily Steps": 5200,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "002",
-                "features": {
-                    "Person ID": 73,
-                    "Gender": "Male",
-                    "Age": 33,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 6.1,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 30,
-                    "Stress Level": 8,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "125/80",
-                    "Heart Rate": 72,
-                    "Daily Steps": 5000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "003",
-                "features": {
-                    "Person ID": 110,
-                    "Gender": "Male",
-                    "Age": 37,
-                    "Occupation": "Lawyer",
-                    "Sleep Duration": 7.4,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 60,
-                    "Stress Level": 5,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 68,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "004",
-                "features": {
-                    "Person ID": 19,
-                    "Gender": "Female",
-                    "Age": 29,
-                    "Occupation": "Nurse",
-                    "Sleep Duration": 6.5,
-                    "Quality of Sleep": 5,
-                    "Physical Activity Level": 40,
-                    "Stress Level": 7,
-                    "BMI Category": "Normal Weight",
-                    "Blood Pressure": "132/87",
-                    "Heart Rate": 80,
-                    "Daily Steps": 4000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "005",
-                "features": {
-                    "Person ID": 139,
-                    "Gender": "Female",
-                    "Age": 38,
-                    "Occupation": "Accountant",
-                    "Sleep Duration": 7.1,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 60,
-                    "Stress Level": 4,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "115/75",
-                    "Heart Rate": 68,
-                    "Daily Steps": 7000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "006",
-                "features": {
-                    "Person ID": 350,
-                    "Gender": "Female",
-                    "Age": 57,
-                    "Occupation": "Nurse",
-                    "Sleep Duration": 8.1,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 75,
-                    "Stress Level": 3,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "140/95",
-                    "Heart Rate": 68,
-                    "Daily Steps": 7000,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "007",
-                "features": {
-                    "Person ID": 186,
-                    "Gender": "Female",
-                    "Age": 42,
-                    "Occupation": "Teacher",
-                    "Sleep Duration": 6.8,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 7,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 78,
-                    "Daily Steps": 5000,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "008",
-                "features": {
-                    "Person ID": 64,
-                    "Gender": "Male",
-                    "Age": 32,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 6.2,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 30,
-                    "Stress Level": 8,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "125/80",
-                    "Heart Rate": 72,
-                    "Daily Steps": 5000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "009",
-                "features": {
-                    "Person ID": 310,
-                    "Gender": "Female",
-                    "Age": 52,
-                    "Occupation": "Accountant",
-                    "Sleep Duration": 6.6,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 7,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 72,
-                    "Daily Steps": 6000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "010",
-                "features": {
-                    "Person ID": 89,
-                    "Gender": "Male",
-                    "Age": 35,
-                    "Occupation": "Engineer",
-                    "Sleep Duration": 7.3,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 60,
-                    "Stress Level": 4,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "125/80",
-                    "Heart Rate": 65,
-                    "Daily Steps": 5000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "011",
-                "features": {
-                    "Person ID": 278,
-                    "Gender": "Male",
-                    "Age": 49,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 8.1,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 85,
-                    "Stress Level": 3,
-                    "BMI Category": "Obese",
-                    "Blood Pressure": "139/91",
-                    "Heart Rate": 86,
-                    "Daily Steps": 3700,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "012",
-                "features": {
-                    "Person ID": 216,
-                    "Gender": "Male",
-                    "Age": 43,
-                    "Occupation": "Engineer",
-                    "Sleep Duration": 7.8,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 90,
-                    "Stress Level": 5,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "013",
-                "features": {
-                    "Person ID": 242,
-                    "Gender": "Male",
-                    "Age": 44,
-                    "Occupation": "Salesperson",
-                    "Sleep Duration": 6.3,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 7,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 72,
-                    "Daily Steps": 6000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "014",
-                "features": {
-                    "Person ID": 147,
-                    "Gender": "Male",
-                    "Age": 39,
-                    "Occupation": "Lawyer",
-                    "Sleep Duration": 7.2,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 60,
-                    "Stress Level": 5,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 68,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "015",
-                "features": {
-                    "Person ID": 266,
-                    "Gender": "Female",
-                    "Age": 48,
-                    "Occupation": "Nurse",
-                    "Sleep Duration": 5.9,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 90,
-                    "Stress Level": 8,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "140/95",
-                    "Heart Rate": 75,
-                    "Daily Steps": 10000,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "016",
-                "features": {
-                    "Person ID": 98,
-                    "Gender": "Female",
-                    "Age": 36,
-                    "Occupation": "Accountant",
-                    "Sleep Duration": 7.1,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 60,
-                    "Stress Level": 4,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "115/75",
-                    "Heart Rate": 68,
-                    "Daily Steps": 7000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "017",
-                "features": {
-                    "Person ID": 41,
-                    "Gender": "Male",
-                    "Age": 31,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 7.7,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 75,
-                    "Stress Level": 6,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "120/80",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "018",
-                "features": {
-                    "Person ID": 11,
-                    "Gender": "Male",
-                    "Age": 29,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 6.1,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 30,
-                    "Stress Level": 8,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "120/80",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "019",
-                "features": {
-                    "Person ID": 265,
-                    "Gender": "Male",
-                    "Age": 48,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 7.3,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 65,
-                    "Stress Level": 5,
-                    "BMI Category": "Obese",
-                    "Blood Pressure": "142/92",
-                    "Heart Rate": 83,
-                    "Daily Steps": 3500,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "020",
-                "features": {
-                    "Person ID": 133,
-                    "Gender": "Male",
-                    "Age": 38,
-                    "Occupation": "Lawyer",
-                    "Sleep Duration": 7.3,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 60,
-                    "Stress Level": 5,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 68,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "021",
-                "features": {
-                    "Person ID": 339,
-                    "Gender": "Female",
-                    "Age": 54,
-                    "Occupation": "Engineer",
-                    "Sleep Duration": 8.5,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 30,
-                    "Stress Level": 3,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "125/80",
-                    "Heart Rate": 65,
-                    "Daily Steps": 5000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "022",
-                "features": {
-                    "Person ID": 204,
-                    "Gender": "Male",
-                    "Age": 43,
-                    "Occupation": "Engineer",
-                    "Sleep Duration": 6.9,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 47,
-                    "Stress Level": 7,
-                    "BMI Category": "Normal Weight",
-                    "Blood Pressure": "117/76",
-                    "Heart Rate": 69,
-                    "Daily Steps": 6800,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "023",
-                "features": {
-                    "Person ID": 248,
-                    "Gender": "Male",
-                    "Age": 44,
-                    "Occupation": "Engineer",
-                    "Sleep Duration": 6.8,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 7,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 78,
-                    "Daily Steps": 5000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "024",
-                "features": {
-                    "Person ID": 4,
-                    "Gender": "Male",
-                    "Age": 28,
-                    "Occupation": "Sales Representative",
-                    "Sleep Duration": 5.9,
-                    "Quality of Sleep": 4,
-                    "Physical Activity Level": 30,
-                    "Stress Level": 8,
-                    "BMI Category": "Obese",
-                    "Blood Pressure": "140/90",
-                    "Heart Rate": 85,
-                    "Daily Steps": 3000,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "025",
-                "features": {
-                    "Person ID": 360,
-                    "Gender": "Female",
-                    "Age": 59,
-                    "Occupation": "Nurse",
-                    "Sleep Duration": 8.1,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 75,
-                    "Stress Level": 3,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "140/95",
-                    "Heart Rate": 68,
-                    "Daily Steps": 7000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "026",
-                "features": {
-                    "Person ID": 210,
-                    "Gender": "Male",
-                    "Age": 43,
-                    "Occupation": "Engineer",
-                    "Sleep Duration": 7.8,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 90,
-                    "Stress Level": 5,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "027",
-                "features": {
-                    "Person ID": 273,
-                    "Gender": "Female",
-                    "Age": 49,
-                    "Occupation": "Nurse",
-                    "Sleep Duration": 6.1,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 90,
-                    "Stress Level": 8,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "140/95",
-                    "Heart Rate": 75,
-                    "Daily Steps": 10000,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "028",
-                "features": {
-                    "Person ID": 68,
-                    "Gender": "Male",
-                    "Age": 33,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 6.0,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 30,
-                    "Stress Level": 8,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "125/80",
-                    "Heart Rate": 72,
-                    "Daily Steps": 5000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "029",
-                "features": {
-                    "Person ID": 363,
-                    "Gender": "Female",
-                    "Age": 59,
-                    "Occupation": "Nurse",
-                    "Sleep Duration": 8.2,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 75,
-                    "Stress Level": 3,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "140/95",
-                    "Heart Rate": 68,
-                    "Daily Steps": 7000,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "030",
-                "features": {
-                    "Person ID": 258,
-                    "Gender": "Female",
-                    "Age": 45,
-                    "Occupation": "Teacher",
-                    "Sleep Duration": 6.6,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 4,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "135/90",
-                    "Heart Rate": 65,
-                    "Daily Steps": 6000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "031",
-                "features": {
-                    "Person ID": 23,
-                    "Gender": "Male",
-                    "Age": 30,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 7.7,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 75,
-                    "Stress Level": 6,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "120/80",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "032",
-                "features": {
-                    "Person ID": 15,
-                    "Gender": "Male",
-                    "Age": 29,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 6.0,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 30,
-                    "Stress Level": 8,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "120/80",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "033",
-                "features": {
-                    "Person ID": 51,
-                    "Gender": "Male",
-                    "Age": 32,
-                    "Occupation": "Engineer",
-                    "Sleep Duration": 7.5,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 3,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "120/80",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "034",
-                "features": {
-                    "Person ID": 33,
-                    "Gender": "Female",
-                    "Age": 31,
-                    "Occupation": "Nurse",
-                    "Sleep Duration": 7.9,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 75,
-                    "Stress Level": 4,
-                    "BMI Category": "Normal Weight",
-                    "Blood Pressure": "117/76",
-                    "Heart Rate": 69,
-                    "Daily Steps": 6800,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "035",
-                "features": {
-                    "Person ID": 178,
-                    "Gender": "Male",
-                    "Age": 42,
-                    "Occupation": "Salesperson",
-                    "Sleep Duration": 6.5,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 7,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 72,
-                    "Daily Steps": 6000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "036",
-                "features": {
-                    "Person ID": 325,
-                    "Gender": "Female",
-                    "Age": 53,
-                    "Occupation": "Engineer",
-                    "Sleep Duration": 8.3,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 30,
-                    "Stress Level": 3,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "125/80",
-                    "Heart Rate": 65,
-                    "Daily Steps": 5000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "037",
-                "features": {
-                    "Person ID": 309,
-                    "Gender": "Female",
-                    "Age": 52,
-                    "Occupation": "Accountant",
-                    "Sleep Duration": 6.6,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 7,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 72,
-                    "Daily Steps": 6000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "038",
-                "features": {
-                    "Person ID": 157,
-                    "Gender": "Male",
-                    "Age": 39,
-                    "Occupation": "Lawyer",
-                    "Sleep Duration": 7.2,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 60,
-                    "Stress Level": 5,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 68,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "039",
-                "features": {
-                    "Person ID": 337,
-                    "Gender": "Female",
-                    "Age": 54,
-                    "Occupation": "Engineer",
-                    "Sleep Duration": 8.4,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 30,
-                    "Stress Level": 3,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "125/80",
-                    "Heart Rate": 65,
-                    "Daily Steps": 5000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "040",
-                "features": {
-                    "Person ID": 158,
-                    "Gender": "Male",
-                    "Age": 39,
-                    "Occupation": "Lawyer",
-                    "Sleep Duration": 7.2,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 60,
-                    "Stress Level": 5,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 68,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "041",
-                "features": {
-                    "Person ID": 311,
-                    "Gender": "Female",
-                    "Age": 52,
-                    "Occupation": "Accountant",
-                    "Sleep Duration": 6.6,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 7,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 72,
-                    "Daily Steps": 6000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "042",
-                "features": {
-                    "Person ID": 201,
-                    "Gender": "Male",
-                    "Age": 43,
-                    "Occupation": "Salesperson",
-                    "Sleep Duration": 6.5,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 7,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 72,
-                    "Daily Steps": 6000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "043",
-                "features": {
-                    "Person ID": 223,
-                    "Gender": "Male",
-                    "Age": 44,
-                    "Occupation": "Salesperson",
-                    "Sleep Duration": 6.3,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 7,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 72,
-                    "Daily Steps": 6000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "044",
-                "features": {
-                    "Person ID": 172,
-                    "Gender": "Male",
-                    "Age": 41,
-                    "Occupation": "Lawyer",
-                    "Sleep Duration": 7.7,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 90,
-                    "Stress Level": 5,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "045",
-                "features": {
-                    "Person ID": 209,
-                    "Gender": "Male",
-                    "Age": 43,
-                    "Occupation": "Engineer",
-                    "Sleep Duration": 7.7,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 90,
-                    "Stress Level": 5,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "046",
-                "features": {
-                    "Person ID": 289,
-                    "Gender": "Female",
-                    "Age": 50,
-                    "Occupation": "Nurse",
-                    "Sleep Duration": 6.0,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 90,
-                    "Stress Level": 8,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "140/95",
-                    "Heart Rate": 75,
-                    "Daily Steps": 10000,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "047",
-                "features": {
-                    "Person ID": 268,
-                    "Gender": "Female",
-                    "Age": 49,
-                    "Occupation": "Nurse",
-                    "Sleep Duration": 6.2,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 90,
-                    "Stress Level": 8,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "140/95",
-                    "Heart Rate": 75,
-                    "Daily Steps": 10000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "048",
-                "features": {
-                    "Person ID": 180,
-                    "Gender": "Male",
-                    "Age": 42,
-                    "Occupation": "Lawyer",
-                    "Sleep Duration": 7.8,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 90,
-                    "Stress Level": 5,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "049",
-                "features": {
-                    "Person ID": 124,
-                    "Gender": "Female",
-                    "Age": 37,
-                    "Occupation": "Accountant",
-                    "Sleep Duration": 7.2,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 60,
-                    "Stress Level": 4,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "115/75",
-                    "Heart Rate": 68,
-                    "Daily Steps": 7000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "050",
-                "features": {
-                    "Person ID": 74,
-                    "Gender": "Male",
-                    "Age": 33,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 6.1,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 30,
-                    "Stress Level": 8,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "125/80",
-                    "Heart Rate": 72,
-                    "Daily Steps": 5000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "051",
-                "features": {
-                    "Person ID": 334,
-                    "Gender": "Female",
-                    "Age": 54,
-                    "Occupation": "Engineer",
-                    "Sleep Duration": 8.4,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 30,
-                    "Stress Level": 3,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "125/80",
-                    "Heart Rate": 65,
-                    "Daily Steps": 5000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "052",
-                "features": {
-                    "Person ID": 44,
-                    "Gender": "Male",
-                    "Age": 31,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 7.8,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 75,
-                    "Stress Level": 6,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "120/80",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "053",
-                "features": {
-                    "Person ID": 196,
-                    "Gender": "Male",
-                    "Age": 43,
-                    "Occupation": "Salesperson",
-                    "Sleep Duration": 6.5,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 7,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 72,
-                    "Daily Steps": 6000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "054",
-                "features": {
-                    "Person ID": 131,
-                    "Gender": "Female",
-                    "Age": 38,
-                    "Occupation": "Accountant",
-                    "Sleep Duration": 7.1,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 60,
-                    "Stress Level": 4,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "115/75",
-                    "Heart Rate": 68,
-                    "Daily Steps": 7000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "055",
-                "features": {
-                    "Person ID": 238,
-                    "Gender": "Female",
-                    "Age": 44,
-                    "Occupation": "Teacher",
-                    "Sleep Duration": 6.5,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 4,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "135/90",
-                    "Heart Rate": 65,
-                    "Daily Steps": 6000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "056",
-                "features": {
-                    "Person ID": 327,
-                    "Gender": "Female",
-                    "Age": 53,
-                    "Occupation": "Engineer",
-                    "Sleep Duration": 8.3,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 30,
-                    "Stress Level": 3,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "125/80",
-                    "Heart Rate": 65,
-                    "Daily Steps": 5000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "057",
-                "features": {
-                    "Person ID": 317,
-                    "Gender": "Female",
-                    "Age": 53,
-                    "Occupation": "Engineer",
-                    "Sleep Duration": 8.5,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 30,
-                    "Stress Level": 3,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "125/80",
-                    "Heart Rate": 65,
-                    "Daily Steps": 5000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "058",
-                "features": {
-                    "Person ID": 129,
-                    "Gender": "Male",
-                    "Age": 38,
-                    "Occupation": "Lawyer",
-                    "Sleep Duration": 7.3,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 60,
-                    "Stress Level": 5,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 68,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "059",
-                "features": {
-                    "Person ID": 345,
-                    "Gender": "Female",
-                    "Age": 57,
-                    "Occupation": "Nurse",
-                    "Sleep Duration": 8.2,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 75,
-                    "Stress Level": 3,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "140/95",
-                    "Heart Rate": 68,
-                    "Daily Steps": 7000,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "060",
-                "features": {
-                    "Person ID": 371,
-                    "Gender": "Female",
-                    "Age": 59,
-                    "Occupation": "Nurse",
-                    "Sleep Duration": 8.0,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 75,
-                    "Stress Level": 3,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "140/95",
-                    "Heart Rate": 68,
-                    "Daily Steps": 7000,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "061",
-                "features": {
-                    "Person ID": 232,
-                    "Gender": "Male",
-                    "Age": 44,
-                    "Occupation": "Salesperson",
-                    "Sleep Duration": 6.3,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 7,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 72,
-                    "Daily Steps": 6000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "062",
-                "features": {
-                    "Person ID": 78,
-                    "Gender": "Male",
-                    "Age": 33,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 6.0,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 30,
-                    "Stress Level": 8,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "125/80",
-                    "Heart Rate": 72,
-                    "Daily Steps": 5000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "063",
-                "features": {
-                    "Person ID": 335,
-                    "Gender": "Female",
-                    "Age": 54,
-                    "Occupation": "Engineer",
-                    "Sleep Duration": 8.4,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 30,
-                    "Stress Level": 3,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "125/80",
-                    "Heart Rate": 65,
-                    "Daily Steps": 5000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "064",
-                "features": {
-                    "Person ID": 256,
-                    "Gender": "Female",
-                    "Age": 45,
-                    "Occupation": "Teacher",
-                    "Sleep Duration": 6.5,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 4,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "135/90",
-                    "Heart Rate": 65,
-                    "Daily Steps": 6000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "065",
-                "features": {
-                    "Person ID": 155,
-                    "Gender": "Male",
-                    "Age": 39,
-                    "Occupation": "Lawyer",
-                    "Sleep Duration": 7.2,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 60,
-                    "Stress Level": 5,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 68,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "066",
-                "features": {
-                    "Person ID": 240,
-                    "Gender": "Male",
-                    "Age": 44,
-                    "Occupation": "Salesperson",
-                    "Sleep Duration": 6.4,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 7,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 72,
-                    "Daily Steps": 6000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "067",
-                "features": {
-                    "Person ID": 214,
-                    "Gender": "Male",
-                    "Age": 43,
-                    "Occupation": "Engineer",
-                    "Sleep Duration": 7.8,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 90,
-                    "Stress Level": 5,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "068",
-                "features": {
-                    "Person ID": 224,
-                    "Gender": "Male",
-                    "Age": 44,
-                    "Occupation": "Salesperson",
-                    "Sleep Duration": 6.4,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 7,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 72,
-                    "Daily Steps": 6000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "069",
-                "features": {
-                    "Person ID": 218,
-                    "Gender": "Male",
-                    "Age": 43,
-                    "Occupation": "Engineer",
-                    "Sleep Duration": 7.8,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 90,
-                    "Stress Level": 5,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "070",
-                "features": {
-                    "Person ID": 295,
-                    "Gender": "Female",
-                    "Age": 50,
-                    "Occupation": "Nurse",
-                    "Sleep Duration": 6.1,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 90,
-                    "Stress Level": 8,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "140/95",
-                    "Heart Rate": 75,
-                    "Daily Steps": 10000,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "071",
-                "features": {
-                    "Person ID": 241,
-                    "Gender": "Female",
-                    "Age": 44,
-                    "Occupation": "Teacher",
-                    "Sleep Duration": 6.5,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 4,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "135/90",
-                    "Heart Rate": 65,
-                    "Daily Steps": 6000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "072",
-                "features": {
-                    "Person ID": 312,
-                    "Gender": "Female",
-                    "Age": 52,
-                    "Occupation": "Accountant",
-                    "Sleep Duration": 6.6,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 7,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 72,
-                    "Daily Steps": 6000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "073",
-                "features": {
-                    "Person ID": 160,
-                    "Gender": "Male",
-                    "Age": 39,
-                    "Occupation": "Lawyer",
-                    "Sleep Duration": 7.2,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 60,
-                    "Stress Level": 5,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 68,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "074",
-                "features": {
-                    "Person ID": 12,
-                    "Gender": "Male",
-                    "Age": 29,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 7.8,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 75,
-                    "Stress Level": 6,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "120/80",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            }
-        ],
-        "target_column": "Sleep Disorder",
-        "task_sub_type": "classification",
-        "ranking_ground_truth": {
-            "top_k_ids": [
-                "004",
-                "009",
-                "013",
-                "023",
-                "028",
-                "035",
-                "037",
-                "041",
-                "042",
-                "043",
-                "053",
-                "061",
-                "066",
-                "068",
-                "072"
-            ]
-        },
-        "active_filters": [
-            {
-                "col": "Stress Level",
-                "op": ">=",
-                "val": 7
-            }
-        ],
-        "target_class_value": "insomnia"
-    },
-    "response": "",
-    "evaluation_score": {}
-}
\ No newline at end of file
+    "active_filters": [
+      {
+        "col": "Stress Level",
+        "op": ">=",
+        "val": 7
+      }
+    ],
+    "target_class_value": "insomnia"
+  },
+  "response": "",
+  "evaluation_score": {}
+}
diff --git a/ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_006/history.csv b/ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_006/history.csv
index 648c6e923f0372eef04e8d79888d0d32073df445..4747906692328831703b0caf5b7fd2d3848de766 100644
--- a/ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_006/history.csv
+++ b/ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_006/history.csv
@@ -1,156 +1,156 @@
 Person ID,Gender,Age,Occupation,Sleep Duration,Quality of Sleep,Physical Activity Level,Stress Level,BMI Category,Blood Pressure,Heart Rate,Daily Steps,Sleep Disorder
-1,Male,27,Software Engineer,6.1,6,42,6,Overweight,126/83,77,4200,
-2,Male,28,Doctor,6.2,6,60,8,Normal,125/80,75,10000,
-3,Male,28,Doctor,6.2,6,60,8,Normal,125/80,75,10000,
+1,Male,27,Software Engineer,6.1,6,42,6,Overweight,126/83,77,4200,No Disorder
+2,Male,28,Doctor,6.2,6,60,8,Normal,125/80,75,10000,No Disorder
+3,Male,28,Doctor,6.2,6,60,8,Normal,125/80,75,10000,No Disorder
 5,Male,28,Sales Representative,5.9,4,30,8,Obese,140/90,85,3000,Sleep Apnea
 6,Male,28,Software Engineer,5.9,4,30,8,Obese,140/90,85,3000,Insomnia
 7,Male,29,Teacher,6.3,6,40,7,Obese,140/90,82,3500,Insomnia
-8,Male,29,Doctor,7.8,7,75,6,Normal,120/80,70,8000,
-9,Male,29,Doctor,7.8,7,75,6,Normal,120/80,70,8000,
-10,Male,29,Doctor,7.8,7,75,6,Normal,120/80,70,8000,
-13,Male,29,Doctor,6.1,6,30,8,Normal,120/80,70,8000,
-14,Male,29,Doctor,6.0,6,30,8,Normal,120/80,70,8000,
-16,Male,29,Doctor,6.0,6,30,8,Normal,120/80,70,8000,
+8,Male,29,Doctor,7.8,7,75,6,Normal,120/80,70,8000,No Disorder
+9,Male,29,Doctor,7.8,7,75,6,Normal,120/80,70,8000,No Disorder
+10,Male,29,Doctor,7.8,7,75,6,Normal,120/80,70,8000,No Disorder
+13,Male,29,Doctor,6.1,6,30,8,Normal,120/80,70,8000,No Disorder
+14,Male,29,Doctor,6.0,6,30,8,Normal,120/80,70,8000,No Disorder
+16,Male,29,Doctor,6.0,6,30,8,Normal,120/80,70,8000,No Disorder
 17,Female,29,Nurse,6.5,5,40,7,Normal Weight,132/87,80,4000,Sleep Apnea
 18,Male,29,Doctor,6.0,6,30,8,Normal,120/80,70,8000,Sleep Apnea
-20,Male,30,Doctor,7.6,7,75,6,Normal,120/80,70,8000,
-21,Male,30,Doctor,7.7,7,75,6,Normal,120/80,70,8000,
-22,Male,30,Doctor,7.7,7,75,6,Normal,120/80,70,8000,
-24,Male,30,Doctor,7.7,7,75,6,Normal,120/80,70,8000,
-25,Male,30,Doctor,7.8,7,75,6,Normal,120/80,70,8000,
-26,Male,30,Doctor,7.9,7,75,6,Normal,120/80,70,8000,
-27,Male,30,Doctor,7.8,7,75,6,Normal,120/80,70,8000,
-28,Male,30,Doctor,7.9,7,75,6,Normal,120/80,70,8000,
-29,Male,30,Doctor,7.9,7,75,6,Normal,120/80,70,8000,
-30,Male,30,Doctor,7.9,7,75,6,Normal,120/80,70,8000,
+20,Male,30,Doctor,7.6,7,75,6,Normal,120/80,70,8000,No Disorder
+21,Male,30,Doctor,7.7,7,75,6,Normal,120/80,70,8000,No Disorder
+22,Male,30,Doctor,7.7,7,75,6,Normal,120/80,70,8000,No Disorder
+24,Male,30,Doctor,7.7,7,75,6,Normal,120/80,70,8000,No Disorder
+25,Male,30,Doctor,7.8,7,75,6,Normal,120/80,70,8000,No Disorder
+26,Male,30,Doctor,7.9,7,75,6,Normal,120/80,70,8000,No Disorder
+27,Male,30,Doctor,7.8,7,75,6,Normal,120/80,70,8000,No Disorder
+28,Male,30,Doctor,7.9,7,75,6,Normal,120/80,70,8000,No Disorder
+29,Male,30,Doctor,7.9,7,75,6,Normal,120/80,70,8000,No Disorder
+30,Male,30,Doctor,7.9,7,75,6,Normal,120/80,70,8000,No Disorder
 31,Female,30,Nurse,6.4,5,35,7,Normal Weight,130/86,78,4100,Sleep Apnea
 32,Female,30,Nurse,6.4,5,35,7,Normal Weight,130/86,78,4100,Insomnia
-34,Male,31,Doctor,6.1,6,30,8,Normal,125/80,72,5000,
-35,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,
-36,Male,31,Doctor,6.1,6,30,8,Normal,125/80,72,5000,
-37,Male,31,Doctor,6.1,6,30,8,Normal,125/80,72,5000,
-38,Male,31,Doctor,7.6,7,75,6,Normal,120/80,70,8000,
-39,Male,31,Doctor,7.6,7,75,6,Normal,120/80,70,8000,
-40,Male,31,Doctor,7.6,7,75,6,Normal,120/80,70,8000,
-42,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,
-43,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,
-45,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,
-46,Male,31,Doctor,7.8,7,75,6,Normal,120/80,70,8000,
-47,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,
-48,Male,31,Doctor,7.8,7,75,6,Normal,120/80,70,8000,
-49,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,
+34,Male,31,Doctor,6.1,6,30,8,Normal,125/80,72,5000,No Disorder
+35,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,No Disorder
+36,Male,31,Doctor,6.1,6,30,8,Normal,125/80,72,5000,No Disorder
+37,Male,31,Doctor,6.1,6,30,8,Normal,125/80,72,5000,No Disorder
+38,Male,31,Doctor,7.6,7,75,6,Normal,120/80,70,8000,No Disorder
+39,Male,31,Doctor,7.6,7,75,6,Normal,120/80,70,8000,No Disorder
+40,Male,31,Doctor,7.6,7,75,6,Normal,120/80,70,8000,No Disorder
+42,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,No Disorder
+43,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,No Disorder
+45,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,No Disorder
+46,Male,31,Doctor,7.8,7,75,6,Normal,120/80,70,8000,No Disorder
+47,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,No Disorder
+48,Male,31,Doctor,7.8,7,75,6,Normal,120/80,70,8000,No Disorder
+49,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,No Disorder
 50,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,Sleep Apnea
-52,Male,32,Engineer,7.5,8,45,3,Normal,120/80,70,8000,
-53,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,
-54,Male,32,Doctor,7.6,7,75,6,Normal,120/80,70,8000,
-55,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,
-56,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,
-57,Male,32,Doctor,7.7,7,75,6,Normal,120/80,70,8000,
-58,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,
-59,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,
-60,Male,32,Doctor,7.7,7,75,6,Normal,120/80,70,8000,
-61,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,
-62,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,
-63,Male,32,Doctor,6.2,6,30,8,Normal,125/80,72,5000,
-65,Male,32,Doctor,6.2,6,30,8,Normal,125/80,72,5000,
-66,Male,32,Doctor,6.2,6,30,8,Normal,125/80,72,5000,
-67,Male,32,Accountant,7.2,8,50,6,Normal Weight,118/76,68,7000,
-69,Female,33,Scientist,6.2,6,50,6,Overweight,128/85,76,5500,
-70,Female,33,Scientist,6.2,6,50,6,Overweight,128/85,76,5500,
-71,Male,33,Doctor,6.1,6,30,8,Normal,125/80,72,5000,
-72,Male,33,Doctor,6.1,6,30,8,Normal,125/80,72,5000,
-75,Male,33,Doctor,6.0,6,30,8,Normal,125/80,72,5000,
-76,Male,33,Doctor,6.0,6,30,8,Normal,125/80,72,5000,
-77,Male,33,Doctor,6.0,6,30,8,Normal,125/80,72,5000,
-79,Male,33,Doctor,6.0,6,30,8,Normal,125/80,72,5000,
-80,Male,33,Doctor,6.0,6,30,8,Normal,125/80,72,5000,
+52,Male,32,Engineer,7.5,8,45,3,Normal,120/80,70,8000,No Disorder
+53,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,No Disorder
+54,Male,32,Doctor,7.6,7,75,6,Normal,120/80,70,8000,No Disorder
+55,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,No Disorder
+56,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,No Disorder
+57,Male,32,Doctor,7.7,7,75,6,Normal,120/80,70,8000,No Disorder
+58,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,No Disorder
+59,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,No Disorder
+60,Male,32,Doctor,7.7,7,75,6,Normal,120/80,70,8000,No Disorder
+61,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,No Disorder
+62,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,No Disorder
+63,Male,32,Doctor,6.2,6,30,8,Normal,125/80,72,5000,No Disorder
+65,Male,32,Doctor,6.2,6,30,8,Normal,125/80,72,5000,No Disorder
+66,Male,32,Doctor,6.2,6,30,8,Normal,125/80,72,5000,No Disorder
+67,Male,32,Accountant,7.2,8,50,6,Normal Weight,118/76,68,7000,No Disorder
+69,Female,33,Scientist,6.2,6,50,6,Overweight,128/85,76,5500,No Disorder
+70,Female,33,Scientist,6.2,6,50,6,Overweight,128/85,76,5500,No Disorder
+71,Male,33,Doctor,6.1,6,30,8,Normal,125/80,72,5000,No Disorder
+72,Male,33,Doctor,6.1,6,30,8,Normal,125/80,72,5000,No Disorder
+75,Male,33,Doctor,6.0,6,30,8,Normal,125/80,72,5000,No Disorder
+76,Male,33,Doctor,6.0,6,30,8,Normal,125/80,72,5000,No Disorder
+77,Male,33,Doctor,6.0,6,30,8,Normal,125/80,72,5000,No Disorder
+79,Male,33,Doctor,6.0,6,30,8,Normal,125/80,72,5000,No Disorder
+80,Male,33,Doctor,6.0,6,30,8,Normal,125/80,72,5000,No Disorder
 81,Female,34,Scientist,5.8,4,32,8,Overweight,131/86,81,5200,Sleep Apnea
-83,Male,35,Teacher,6.7,7,40,5,Overweight,128/84,70,5600,
-84,Male,35,Teacher,6.7,7,40,5,Overweight,128/84,70,5600,
-85,Male,35,Software Engineer,7.5,8,60,5,Normal Weight,120/80,70,8000,
-86,Female,35,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-87,Male,35,Engineer,7.2,8,60,4,Normal,125/80,65,5000,
-88,Male,35,Engineer,7.2,8,60,4,Normal,125/80,65,5000,
-90,Male,35,Engineer,7.3,8,60,4,Normal,125/80,65,5000,
-91,Male,35,Engineer,7.3,8,60,4,Normal,125/80,65,5000,
-92,Male,35,Engineer,7.3,8,60,4,Normal,125/80,65,5000,
-93,Male,35,Software Engineer,7.5,8,60,5,Normal Weight,120/80,70,8000,
+83,Male,35,Teacher,6.7,7,40,5,Overweight,128/84,70,5600,No Disorder
+84,Male,35,Teacher,6.7,7,40,5,Overweight,128/84,70,5600,No Disorder
+85,Male,35,Software Engineer,7.5,8,60,5,Normal Weight,120/80,70,8000,No Disorder
+86,Female,35,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+87,Male,35,Engineer,7.2,8,60,4,Normal,125/80,65,5000,No Disorder
+88,Male,35,Engineer,7.2,8,60,4,Normal,125/80,65,5000,No Disorder
+90,Male,35,Engineer,7.3,8,60,4,Normal,125/80,65,5000,No Disorder
+91,Male,35,Engineer,7.3,8,60,4,Normal,125/80,65,5000,No Disorder
+92,Male,35,Engineer,7.3,8,60,4,Normal,125/80,65,5000,No Disorder
+93,Male,35,Software Engineer,7.5,8,60,5,Normal Weight,120/80,70,8000,No Disorder
 94,Male,35,Lawyer,7.4,7,60,5,Obese,135/88,84,3300,Sleep Apnea
 95,Female,36,Accountant,7.2,8,60,4,Normal,115/75,68,7000,Insomnia
-96,Female,36,Accountant,7.1,8,60,4,Normal,115/75,68,7000,
-97,Female,36,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-99,Female,36,Teacher,7.1,8,60,4,Normal,115/75,68,7000,
-100,Female,36,Teacher,7.1,8,60,4,Normal,115/75,68,7000,
-101,Female,36,Teacher,7.2,8,60,4,Normal,115/75,68,7000,
-102,Female,36,Teacher,7.2,8,60,4,Normal,115/75,68,7000,
-103,Female,36,Teacher,7.2,8,60,4,Normal,115/75,68,7000,
+96,Female,36,Accountant,7.1,8,60,4,Normal,115/75,68,7000,No Disorder
+97,Female,36,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+99,Female,36,Teacher,7.1,8,60,4,Normal,115/75,68,7000,No Disorder
+100,Female,36,Teacher,7.1,8,60,4,Normal,115/75,68,7000,No Disorder
+101,Female,36,Teacher,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+102,Female,36,Teacher,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+103,Female,36,Teacher,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
 104,Male,36,Teacher,6.6,5,35,7,Overweight,129/84,74,4800,Sleep Apnea
 105,Female,36,Teacher,7.2,8,60,4,Normal,115/75,68,7000,Sleep Apnea
 106,Male,36,Teacher,6.6,5,35,7,Overweight,129/84,74,4800,Insomnia
-107,Female,37,Nurse,6.1,6,42,6,Overweight,126/83,77,4200,
-108,Male,37,Engineer,7.8,8,70,4,Normal Weight,120/80,68,7000,
-109,Male,37,Engineer,7.8,8,70,4,Normal Weight,120/80,68,7000,
-111,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-112,Male,37,Lawyer,7.4,8,60,5,Normal,130/85,68,8000,
-113,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-114,Male,37,Lawyer,7.4,8,60,5,Normal,130/85,68,8000,
-115,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-116,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-117,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-118,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-119,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-120,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-121,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-122,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-123,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-125,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-126,Female,37,Nurse,7.5,8,60,4,Normal Weight,120/80,70,8000,
-127,Male,38,Lawyer,7.3,8,60,5,Normal,130/85,68,8000,
-128,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,
-130,Male,38,Lawyer,7.3,8,60,5,Normal,130/85,68,8000,
-132,Male,38,Lawyer,7.3,8,60,5,Normal,130/85,68,8000,
-134,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,
-135,Male,38,Lawyer,7.3,8,60,5,Normal,130/85,68,8000,
-136,Male,38,Lawyer,7.3,8,60,5,Normal,130/85,68,8000,
-137,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,
-138,Male,38,Lawyer,7.1,8,60,5,Normal,130/85,68,8000,
-140,Male,38,Lawyer,7.1,8,60,5,Normal,130/85,68,8000,
-141,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,
-142,Male,38,Lawyer,7.1,8,60,5,Normal,130/85,68,8000,
-143,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,
-144,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,
+107,Female,37,Nurse,6.1,6,42,6,Overweight,126/83,77,4200,No Disorder
+108,Male,37,Engineer,7.8,8,70,4,Normal Weight,120/80,68,7000,No Disorder
+109,Male,37,Engineer,7.8,8,70,4,Normal Weight,120/80,68,7000,No Disorder
+111,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+112,Male,37,Lawyer,7.4,8,60,5,Normal,130/85,68,8000,No Disorder
+113,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+114,Male,37,Lawyer,7.4,8,60,5,Normal,130/85,68,8000,No Disorder
+115,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+116,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+117,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+118,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+119,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+120,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+121,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+122,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+123,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+125,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+126,Female,37,Nurse,7.5,8,60,4,Normal Weight,120/80,70,8000,No Disorder
+127,Male,38,Lawyer,7.3,8,60,5,Normal,130/85,68,8000,No Disorder
+128,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,No Disorder
+130,Male,38,Lawyer,7.3,8,60,5,Normal,130/85,68,8000,No Disorder
+132,Male,38,Lawyer,7.3,8,60,5,Normal,130/85,68,8000,No Disorder
+134,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,No Disorder
+135,Male,38,Lawyer,7.3,8,60,5,Normal,130/85,68,8000,No Disorder
+136,Male,38,Lawyer,7.3,8,60,5,Normal,130/85,68,8000,No Disorder
+137,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,No Disorder
+138,Male,38,Lawyer,7.1,8,60,5,Normal,130/85,68,8000,No Disorder
+140,Male,38,Lawyer,7.1,8,60,5,Normal,130/85,68,8000,No Disorder
+141,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,No Disorder
+142,Male,38,Lawyer,7.1,8,60,5,Normal,130/85,68,8000,No Disorder
+143,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,No Disorder
+144,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,No Disorder
 145,Male,38,Lawyer,7.1,8,60,5,Normal,130/85,68,8000,Sleep Apnea
 146,Female,38,Lawyer,7.4,7,60,5,Obese,135/88,84,3300,Sleep Apnea
 148,Male,39,Engineer,6.5,5,40,7,Overweight,132/87,80,4000,Insomnia
-149,Female,39,Lawyer,6.9,7,50,6,Normal Weight,128/85,75,5500,
-150,Female,39,Accountant,8.0,9,80,3,Normal Weight,115/78,67,7500,
-151,Female,39,Accountant,8.0,9,80,3,Normal Weight,115/78,67,7500,
-152,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,
-153,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,
-154,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,
-156,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,
-159,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,
-161,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,
-162,Female,40,Accountant,7.2,8,55,6,Normal Weight,119/77,73,7300,
-163,Female,40,Accountant,7.2,8,55,6,Normal Weight,119/77,73,7300,
-164,Male,40,Lawyer,7.9,8,90,5,Normal,130/85,68,8000,
-165,Male,40,Lawyer,7.9,8,90,5,Normal,130/85,68,8000,
+149,Female,39,Lawyer,6.9,7,50,6,Normal Weight,128/85,75,5500,No Disorder
+150,Female,39,Accountant,8.0,9,80,3,Normal Weight,115/78,67,7500,No Disorder
+151,Female,39,Accountant,8.0,9,80,3,Normal Weight,115/78,67,7500,No Disorder
+152,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,No Disorder
+153,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,No Disorder
+154,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,No Disorder
+156,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,No Disorder
+159,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,No Disorder
+161,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,No Disorder
+162,Female,40,Accountant,7.2,8,55,6,Normal Weight,119/77,73,7300,No Disorder
+163,Female,40,Accountant,7.2,8,55,6,Normal Weight,119/77,73,7300,No Disorder
+164,Male,40,Lawyer,7.9,8,90,5,Normal,130/85,68,8000,No Disorder
+165,Male,40,Lawyer,7.9,8,90,5,Normal,130/85,68,8000,No Disorder
 166,Male,41,Lawyer,7.6,8,90,5,Normal,130/85,70,8000,Insomnia
-167,Male,41,Engineer,7.3,8,70,6,Normal Weight,121/79,72,6200,
-168,Male,41,Lawyer,7.1,7,55,6,Overweight,125/82,72,6000,
-169,Male,41,Lawyer,7.1,7,55,6,Overweight,125/82,72,6000,
-170,Male,41,Lawyer,7.7,8,90,5,Normal,130/85,70,8000,
-171,Male,41,Lawyer,7.7,8,90,5,Normal,130/85,70,8000,
-173,Male,41,Lawyer,7.7,8,90,5,Normal,130/85,70,8000,
-174,Male,41,Lawyer,7.7,8,90,5,Normal,130/85,70,8000,
-175,Male,41,Lawyer,7.6,8,90,5,Normal,130/85,70,8000,
-176,Male,41,Lawyer,7.6,8,90,5,Normal,130/85,70,8000,
-177,Male,41,Lawyer,7.6,8,90,5,Normal,130/85,70,8000,
-179,Male,42,Lawyer,7.8,8,90,5,Normal,130/85,70,8000,
-181,Male,42,Lawyer,7.8,8,90,5,Normal,130/85,70,8000,
-182,Male,42,Lawyer,7.8,8,90,5,Normal,130/85,70,8000,
-183,Male,42,Lawyer,7.8,8,90,5,Normal,130/85,70,8000,
-184,Male,42,Lawyer,7.8,8,90,5,Normal,130/85,70,8000,
+167,Male,41,Engineer,7.3,8,70,6,Normal Weight,121/79,72,6200,No Disorder
+168,Male,41,Lawyer,7.1,7,55,6,Overweight,125/82,72,6000,No Disorder
+169,Male,41,Lawyer,7.1,7,55,6,Overweight,125/82,72,6000,No Disorder
+170,Male,41,Lawyer,7.7,8,90,5,Normal,130/85,70,8000,No Disorder
+171,Male,41,Lawyer,7.7,8,90,5,Normal,130/85,70,8000,No Disorder
+173,Male,41,Lawyer,7.7,8,90,5,Normal,130/85,70,8000,No Disorder
+174,Male,41,Lawyer,7.7,8,90,5,Normal,130/85,70,8000,No Disorder
+175,Male,41,Lawyer,7.6,8,90,5,Normal,130/85,70,8000,No Disorder
+176,Male,41,Lawyer,7.6,8,90,5,Normal,130/85,70,8000,No Disorder
+177,Male,41,Lawyer,7.6,8,90,5,Normal,130/85,70,8000,No Disorder
+179,Male,42,Lawyer,7.8,8,90,5,Normal,130/85,70,8000,No Disorder
+181,Male,42,Lawyer,7.8,8,90,5,Normal,130/85,70,8000,No Disorder
+182,Male,42,Lawyer,7.8,8,90,5,Normal,130/85,70,8000,No Disorder
+183,Male,42,Lawyer,7.8,8,90,5,Normal,130/85,70,8000,No Disorder
+184,Male,42,Lawyer,7.8,8,90,5,Normal,130/85,70,8000,No Disorder
 185,Female,42,Teacher,6.8,6,45,7,Overweight,130/85,78,5000,Sleep Apnea
 187,Female,43,Teacher,6.7,7,45,4,Overweight,135/90,65,6000,Insomnia
 188,Male,43,Salesperson,6.3,6,45,7,Overweight,130/85,72,6000,Insomnia
@@ -167,15 +167,15 @@ Person ID,Gender,Age,Occupation,Sleep Duration,Quality of Sleep,Physical Activit
 200,Male,43,Salesperson,6.5,6,45,7,Overweight,130/85,72,6000,Insomnia
 202,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,Insomnia
 203,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,Insomnia
-205,Male,43,Engineer,7.6,8,75,4,Overweight,122/80,68,6800,
-206,Male,43,Engineer,7.7,8,90,5,Normal,130/85,70,8000,
-207,Male,43,Engineer,7.7,8,90,5,Normal,130/85,70,8000,
-208,Male,43,Engineer,7.7,8,90,5,Normal,130/85,70,8000,
-211,Male,43,Engineer,7.7,8,90,5,Normal,130/85,70,8000,
-212,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,
-213,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,
-215,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,
-217,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,
+205,Male,43,Engineer,7.6,8,75,4,Overweight,122/80,68,6800,No Disorder
+206,Male,43,Engineer,7.7,8,90,5,Normal,130/85,70,8000,No Disorder
+207,Male,43,Engineer,7.7,8,90,5,Normal,130/85,70,8000,No Disorder
+208,Male,43,Engineer,7.7,8,90,5,Normal,130/85,70,8000,No Disorder
+211,Male,43,Engineer,7.7,8,90,5,Normal,130/85,70,8000,No Disorder
+212,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,No Disorder
+213,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,No Disorder
+215,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,No Disorder
+217,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,No Disorder
 219,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,Sleep Apnea
 220,Male,43,Salesperson,6.5,6,45,7,Overweight,130/85,72,6000,Sleep Apnea
 221,Female,44,Teacher,6.6,7,45,4,Overweight,135/90,65,6000,Insomnia
@@ -198,8 +198,8 @@ Person ID,Gender,Age,Occupation,Sleep Duration,Quality of Sleep,Physical Activit
 245,Male,44,Salesperson,6.3,6,45,7,Overweight,130/85,72,6000,Insomnia
 246,Female,44,Teacher,6.5,7,45,4,Overweight,135/90,65,6000,Insomnia
 247,Male,44,Salesperson,6.3,6,45,7,Overweight,130/85,72,6000,Insomnia
-249,Male,44,Salesperson,6.4,6,45,7,Overweight,130/85,72,6000,
-250,Male,44,Salesperson,6.5,6,45,7,Overweight,130/85,72,6000,
+249,Male,44,Salesperson,6.4,6,45,7,Overweight,130/85,72,6000,No Disorder
+250,Male,44,Salesperson,6.5,6,45,7,Overweight,130/85,72,6000,No Disorder
 251,Female,45,Teacher,6.8,7,30,6,Overweight,135/90,65,6000,Insomnia
 252,Female,45,Teacher,6.8,7,30,6,Overweight,135/90,65,6000,Insomnia
 253,Female,45,Teacher,6.5,7,45,4,Overweight,135/90,65,6000,Insomnia
@@ -209,9 +209,9 @@ Person ID,Gender,Age,Occupation,Sleep Duration,Quality of Sleep,Physical Activit
 259,Female,45,Teacher,6.6,7,45,4,Overweight,135/90,65,6000,Insomnia
 260,Female,45,Teacher,6.6,7,45,4,Overweight,135/90,65,6000,Insomnia
 261,Female,45,Teacher,6.6,7,45,4,Overweight,135/90,65,6000,Insomnia
-262,Female,45,Teacher,6.6,7,45,4,Overweight,135/90,65,6000,
-263,Female,45,Teacher,6.6,7,45,4,Overweight,135/90,65,6000,
-264,Female,45,Manager,6.9,7,55,5,Overweight,125/82,75,5500,
+262,Female,45,Teacher,6.6,7,45,4,Overweight,135/90,65,6000,No Disorder
+263,Female,45,Teacher,6.6,7,45,4,Overweight,135/90,65,6000,No Disorder
+264,Female,45,Manager,6.9,7,55,5,Overweight,125/82,75,5500,No Disorder
 267,Male,48,Doctor,7.3,7,65,5,Obese,142/92,83,3500,Insomnia
 269,Female,49,Nurse,6.0,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
 270,Female,49,Nurse,6.1,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
@@ -222,8 +222,8 @@ Person ID,Gender,Age,Occupation,Sleep Duration,Quality of Sleep,Physical Activit
 276,Female,49,Nurse,6.2,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
 277,Male,49,Doctor,8.1,9,85,3,Obese,139/91,86,3700,Sleep Apnea
 279,Female,50,Nurse,6.1,6,90,8,Overweight,140/95,75,10000,Insomnia
-280,Female,50,Engineer,8.3,9,30,3,Normal,125/80,65,5000,
-281,Female,50,Nurse,6.0,6,90,8,Overweight,140/95,75,10000,
+280,Female,50,Engineer,8.3,9,30,3,Normal,125/80,65,5000,No Disorder
+281,Female,50,Nurse,6.0,6,90,8,Overweight,140/95,75,10000,No Disorder
 282,Female,50,Nurse,6.1,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
 283,Female,50,Nurse,6.0,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
 284,Female,50,Nurse,6.0,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
@@ -239,41 +239,41 @@ Person ID,Gender,Age,Occupation,Sleep Duration,Quality of Sleep,Physical Activit
 296,Female,50,Nurse,6.0,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
 297,Female,50,Nurse,6.1,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
 298,Female,50,Nurse,6.1,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
-299,Female,51,Engineer,8.5,9,30,3,Normal,125/80,65,5000,
-300,Female,51,Engineer,8.5,9,30,3,Normal,125/80,65,5000,
-301,Female,51,Engineer,8.5,9,30,3,Normal,125/80,65,5000,
-302,Female,51,Engineer,8.5,9,30,3,Normal,125/80,65,5000,
-303,Female,51,Nurse,7.1,7,55,6,Normal Weight,125/82,72,6000,
+299,Female,51,Engineer,8.5,9,30,3,Normal,125/80,65,5000,No Disorder
+300,Female,51,Engineer,8.5,9,30,3,Normal,125/80,65,5000,No Disorder
+301,Female,51,Engineer,8.5,9,30,3,Normal,125/80,65,5000,No Disorder
+302,Female,51,Engineer,8.5,9,30,3,Normal,125/80,65,5000,No Disorder
+303,Female,51,Nurse,7.1,7,55,6,Normal Weight,125/82,72,6000,No Disorder
 304,Female,51,Nurse,6.0,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
 305,Female,51,Nurse,6.1,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
 306,Female,51,Nurse,6.1,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
 307,Female,52,Accountant,6.5,7,45,7,Overweight,130/85,72,6000,Insomnia
 308,Female,52,Accountant,6.5,7,45,7,Overweight,130/85,72,6000,Insomnia
-313,Female,52,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
-314,Female,52,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
-315,Female,52,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
+313,Female,52,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
+314,Female,52,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
+315,Female,52,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
 316,Female,53,Engineer,8.3,9,30,3,Normal,125/80,65,5000,Insomnia
-318,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,
-319,Female,53,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
-320,Female,53,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
-321,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,
-322,Female,53,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
-323,Female,53,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
-324,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,
-326,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,
-328,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,
-329,Female,53,Engineer,8.3,9,30,3,Normal,125/80,65,5000,
-330,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,
-331,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,
-332,Female,53,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
-333,Female,54,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
-336,Female,54,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
-338,Female,54,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
+318,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,No Disorder
+319,Female,53,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
+320,Female,53,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
+321,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,No Disorder
+322,Female,53,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
+323,Female,53,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
+324,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,No Disorder
+326,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,No Disorder
+328,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,No Disorder
+329,Female,53,Engineer,8.3,9,30,3,Normal,125/80,65,5000,No Disorder
+330,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,No Disorder
+331,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,No Disorder
+332,Female,53,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
+333,Female,54,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
+336,Female,54,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
+338,Female,54,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
 340,Female,55,Nurse,8.1,9,75,4,Overweight,140/95,72,5000,Sleep Apnea
 341,Female,55,Nurse,8.1,9,75,4,Overweight,140/95,72,5000,Sleep Apnea
-342,Female,56,Doctor,8.2,9,90,3,Normal Weight,118/75,65,10000,
-343,Female,56,Doctor,8.2,9,90,3,Normal Weight,118/75,65,10000,
-344,Female,57,Nurse,8.1,9,75,3,Overweight,140/95,68,7000,
+342,Female,56,Doctor,8.2,9,90,3,Normal Weight,118/75,65,10000,No Disorder
+343,Female,56,Doctor,8.2,9,90,3,Normal Weight,118/75,65,10000,No Disorder
+344,Female,57,Nurse,8.1,9,75,3,Overweight,140/95,68,7000,No Disorder
 346,Female,57,Nurse,8.2,9,75,3,Overweight,140/95,68,7000,Sleep Apnea
 347,Female,57,Nurse,8.2,9,75,3,Overweight,140/95,68,7000,Sleep Apnea
 348,Female,57,Nurse,8.2,9,75,3,Overweight,140/95,68,7000,Sleep Apnea
@@ -286,7 +286,7 @@ Person ID,Gender,Age,Occupation,Sleep Duration,Quality of Sleep,Physical Activit
 356,Female,58,Nurse,8.0,9,75,3,Overweight,140/95,68,7000,Sleep Apnea
 357,Female,58,Nurse,8.0,9,75,3,Overweight,140/95,68,7000,Sleep Apnea
 358,Female,58,Nurse,8.0,9,75,3,Overweight,140/95,68,7000,Sleep Apnea
-359,Female,59,Nurse,8.0,9,75,3,Overweight,140/95,68,7000,
+359,Female,59,Nurse,8.0,9,75,3,Overweight,140/95,68,7000,No Disorder
 361,Female,59,Nurse,8.2,9,75,3,Overweight,140/95,68,7000,Sleep Apnea
 362,Female,59,Nurse,8.2,9,75,3,Overweight,140/95,68,7000,Sleep Apnea
 364,Female,59,Nurse,8.2,9,75,3,Overweight,140/95,68,7000,Sleep Apnea
diff --git a/ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_006/info.json b/ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_006/info.json
index ac7f1ad59f059be3648f2769a10128e59277c544..c68a30219902530a9154e48d4957e5bb70f65c0f 100644
--- a/ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_006/info.json
+++ b/ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_006/info.json
@@ -1,121 +1,122 @@
-{
-    "name": "Sleep Health and Lifestyle Dataset",
-    "source": "https://www.kaggle.com/datasets/uom190346a/sleep-health-and-lifestyle-dataset/data",
-    "data_intro": "The Sleep Health and Lifestyle Dataset comprises 400 rows and 13 columns, covering a wide range of variables related to sleep and daily habits. It includes details such as gender, age, occupation, sleep duration, quality of sleep, physical activity level, stress levels, BMI category, blood pressure, heart rate, daily steps, and the presence or absence of sleep disorders.",
-    "is_splited": false,
-    "overall_size": 374,
-    "train_size": 0,
-    "test_size": 0,
-    "c_classes": 5,
-    "n_classes": 8,
-    "cat_feature_intro": {
-        "Gender": "Gender: The gender of the person (Male/Female).<br>",
-        "Occupation": "Occupation: The occupation or profession of the person.<br>",
-        "BMI Category": "BMI Category: The BMI category of the person (e.g., Underweight, Normal, Overweight).<br>",
-        "Blood Pressure": "Blood Pressure (systolic/diastolic): The blood pressure measurement of the person, indicated as systolic pressure over diastolic pressure.<br>",
-        "Sleep Disorder": "- None: The individual does not exhibit any specific sleep disorder."
-    },
-    "num_feature_intro": {
-        "Person ID": "Person ID: An identifier for each individual.<br>",
-        "Age": "Physical Activity Level (minutes/day): The number of minutes the person engages in physical activity daily.<br>",
-        "Sleep Duration": "Sleep Duration (hours): The number of hours the person sleeps per day.<br>",
-        "Quality of Sleep": "Quality of Sleep (scale: 1-10): A subjective rating of the quality of sleep, ranging from 1 to 10.<br>",
-        "Physical Activity Level": "Physical Activity Level (minutes/day): The number of minutes the person engages in physical activity daily.<br>",
-        "Stress Level": "Stress Level (scale: 1-10): A subjective rating of the stress level experienced by the person, ranging from 1 to 10.<br>",
-        "Heart Rate": "Heart Rate (bpm): The resting heart rate of the person in beats per minute.<br>",
-        "Daily Steps": "Daily Steps: The number of steps the person takes per day.<br>"
-    },
-    "evaluation_metric": null,
-    "task_type": "classification",
-    "target": "Sleep Disorder",
-    "num_feature_value": {
-        "Age": [
-            27.0,
-            59.0
-        ],
-        "Daily Steps": [
-            3000.0,
-            10000.0
-        ],
-        "Heart Rate": [
-            65.0,
-            86.0
-        ],
-        "Person ID": [
-            1.0,
-            374.0
-        ],
-        "Physical Activity Level": [
-            30.0,
-            90.0
-        ],
-        "Quality of Sleep": [
-            4.0,
-            9.0
-        ],
-        "Sleep Duration": [
-            5.8,
-            8.5
-        ],
-        "Stress Level": [
-            3.0,
-            8.0
-        ]
-    },
-    "cat_feature_value": {
-        "BMI Category": [
-            "Normal",
-            "Normal Weight",
-            "Obese",
-            "Overweight"
-        ],
-        "Blood Pressure": [
-            "115/75",
-            "115/78",
-            "117/76",
-            "118/75",
-            "118/76",
-            "119/77",
-            "120/80",
-            "121/79",
-            "122/80",
-            "125/80",
-            "125/82",
-            "126/83",
-            "128/84",
-            "128/85",
-            "129/84",
-            "130/85",
-            "130/86",
-            "131/86",
-            "132/87",
-            "135/88",
-            "135/90",
-            "139/91",
-            "140/90",
-            "140/95",
-            "142/92"
-        ],
-        "Gender": [
-            "Female",
-            "Male"
-        ],
-        "Occupation": [
-            "Accountant",
-            "Doctor",
-            "Engineer",
-            "Lawyer",
-            "Manager",
-            "Nurse",
-            "Sales Representative",
-            "Salesperson",
-            "Scientist",
-            "Software Engineer",
-            "Teacher"
-        ],
-        "Sleep Disorder": [
-            "Insomnia",
-            "Sleep Apnea"
-        ]
-    }
-}
\ No newline at end of file
+{
+  "name": "Sleep Health and Lifestyle Dataset",
+  "source": "https://www.kaggle.com/datasets/uom190346a/sleep-health-and-lifestyle-dataset/data",
+  "data_intro": "The Sleep Health and Lifestyle Dataset comprises 400 rows and 13 columns, covering a wide range of variables related to sleep and daily habits. It includes details such as gender, age, occupation, sleep duration, quality of sleep, physical activity level, stress levels, BMI category, blood pressure, heart rate, daily steps, and the presence or absence of sleep disorders.",
+  "is_splited": false,
+  "overall_size": 374,
+  "train_size": 0,
+  "test_size": 0,
+  "c_classes": 5,
+  "n_classes": 8,
+  "cat_feature_intro": {
+    "Gender": "Gender: The gender of the person (Male/Female).<br>",
+    "Occupation": "Occupation: The occupation or profession of the person.<br>",
+    "BMI Category": "BMI Category: The BMI category of the person (e.g., Underweight, Normal, Overweight).<br>",
+    "Blood Pressure": "Blood Pressure (systolic/diastolic): The blood pressure measurement of the person, indicated as systolic pressure over diastolic pressure.<br>",
+    "Sleep Disorder": "Sleep disorder category: No Disorder, Insomnia, or Sleep Apnea."
+  },
+  "num_feature_intro": {
+    "Person ID": "Person ID: An identifier for each individual.<br>",
+    "Age": "Physical Activity Level (minutes/day): The number of minutes the person engages in physical activity daily.<br>",
+    "Sleep Duration": "Sleep Duration (hours): The number of hours the person sleeps per day.<br>",
+    "Quality of Sleep": "Quality of Sleep (scale: 1-10): A subjective rating of the quality of sleep, ranging from 1 to 10.<br>",
+    "Physical Activity Level": "Physical Activity Level (minutes/day): The number of minutes the person engages in physical activity daily.<br>",
+    "Stress Level": "Stress Level (scale: 1-10): A subjective rating of the stress level experienced by the person, ranging from 1 to 10.<br>",
+    "Heart Rate": "Heart Rate (bpm): The resting heart rate of the person in beats per minute.<br>",
+    "Daily Steps": "Daily Steps: The number of steps the person takes per day.<br>"
+  },
+  "evaluation_metric": null,
+  "task_type": "classification",
+  "target": "Sleep Disorder",
+  "num_feature_value": {
+    "Age": [
+      27.0,
+      59.0
+    ],
+    "Daily Steps": [
+      3000.0,
+      10000.0
+    ],
+    "Heart Rate": [
+      65.0,
+      86.0
+    ],
+    "Person ID": [
+      1.0,
+      374.0
+    ],
+    "Physical Activity Level": [
+      30.0,
+      90.0
+    ],
+    "Quality of Sleep": [
+      4.0,
+      9.0
+    ],
+    "Sleep Duration": [
+      5.8,
+      8.5
+    ],
+    "Stress Level": [
+      3.0,
+      8.0
+    ]
+  },
+  "cat_feature_value": {
+    "BMI Category": [
+      "Normal",
+      "Normal Weight",
+      "Obese",
+      "Overweight"
+    ],
+    "Blood Pressure": [
+      "115/75",
+      "115/78",
+      "117/76",
+      "118/75",
+      "118/76",
+      "119/77",
+      "120/80",
+      "121/79",
+      "122/80",
+      "125/80",
+      "125/82",
+      "126/83",
+      "128/84",
+      "128/85",
+      "129/84",
+      "130/85",
+      "130/86",
+      "131/86",
+      "132/87",
+      "135/88",
+      "135/90",
+      "139/91",
+      "140/90",
+      "140/95",
+      "142/92"
+    ],
+    "Gender": [
+      "Female",
+      "Male"
+    ],
+    "Occupation": [
+      "Accountant",
+      "Doctor",
+      "Engineer",
+      "Lawyer",
+      "Manager",
+      "Nurse",
+      "Sales Representative",
+      "Salesperson",
+      "Scientist",
+      "Software Engineer",
+      "Teacher"
+    ],
+    "Sleep Disorder": [
+      "Insomnia",
+      "No Disorder",
+      "Sleep Apnea"
+    ]
+  }
+}
diff --git a/ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_007/Sleep_Health_and_Lifestyle_Dataset_B4_007_current.json b/ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_007/Sleep_Health_and_Lifestyle_Dataset_B4_007_current.json
index 0514a340ff2a6731cd8b40cb41611c13eb795f0d..d0ca98da49f73f75eb206c2bd0d16583a934000b 100644
--- a/ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_007/Sleep_Health_and_Lifestyle_Dataset_B4_007_current.json
+++ b/ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_007/Sleep_Health_and_Lifestyle_Dataset_B4_007_current.json
@@ -1,1381 +1,1381 @@
 {
-    "id": "007",
-    "task_type": "B4",
-    "subtask_type": "filter",
-    "perspective": "data_holder",
-    "dataset_name": "Sleep Health and Lifestyle Dataset",
-    "table_path": "output/Sleep Health and Lifestyle Dataset_B4/Sleep Health and Lifestyle Dataset_B4_007/test.csv",
-    "query": "We're analyzing our archive to refine pre-screening for a clinical study. Please review the new candidate data and group all individuals aged 50 and above who are most probable to have Sleep Apnea. This helps us streamline participant selection.",
-    "meta_info": {
-        "domain": "medical"
+  "id": "007",
+  "task_type": "B4",
+  "subtask_type": "filter",
+  "perspective": "data_holder",
+  "dataset_name": "Sleep Health and Lifestyle Dataset",
+  "table_path": "output/Sleep Health and Lifestyle Dataset_B4/Sleep Health and Lifestyle Dataset_B4_007/test.csv",
+  "query": "We're analyzing our archive to refine pre-screening for a clinical study. Please review the new candidate data and group all individuals aged 50 and above who are most probable to have Sleep Apnea. This helps us streamline participant selection.",
+  "meta_info": {
+    "domain": "medical"
+  },
+  "final_decision": {},
+  "what_if": {},
+  "ground_truth": {
+    "extracted_features": [
+      {
+        "scenario_id": "001",
+        "features": {
+          "Person ID": 284,
+          "Gender": "Female",
+          "Age": 50,
+          "Occupation": "Nurse",
+          "Sleep Duration": 6.0,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 90,
+          "Stress Level": 8,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "140/95",
+          "Heart Rate": 75,
+          "Daily Steps": 10000,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "002",
+        "features": {
+          "Person ID": 265,
+          "Gender": "Male",
+          "Age": 48,
+          "Occupation": "Doctor",
+          "Sleep Duration": 7.3,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 65,
+          "Stress Level": 5,
+          "BMI Category": "Obese",
+          "Blood Pressure": "142/92",
+          "Heart Rate": 83,
+          "Daily Steps": 3500,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "003",
+        "features": {
+          "Person ID": 267,
+          "Gender": "Male",
+          "Age": 48,
+          "Occupation": "Doctor",
+          "Sleep Duration": 7.3,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 65,
+          "Stress Level": 5,
+          "BMI Category": "Obese",
+          "Blood Pressure": "142/92",
+          "Heart Rate": 83,
+          "Daily Steps": 3500,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "004",
+        "features": {
+          "Person ID": 308,
+          "Gender": "Female",
+          "Age": 52,
+          "Occupation": "Accountant",
+          "Sleep Duration": 6.5,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 45,
+          "Stress Level": 7,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 72,
+          "Daily Steps": 6000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "005",
+        "features": {
+          "Person ID": 340,
+          "Gender": "Female",
+          "Age": 55,
+          "Occupation": "Nurse",
+          "Sleep Duration": 8.1,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 75,
+          "Stress Level": 4,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "140/95",
+          "Heart Rate": 72,
+          "Daily Steps": 5000,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "006",
+        "features": {
+          "Person ID": 259,
+          "Gender": "Female",
+          "Age": 45,
+          "Occupation": "Teacher",
+          "Sleep Duration": 6.6,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 45,
+          "Stress Level": 4,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "135/90",
+          "Heart Rate": 65,
+          "Daily Steps": 6000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "007",
+        "features": {
+          "Person ID": 373,
+          "Gender": "Female",
+          "Age": 59,
+          "Occupation": "Nurse",
+          "Sleep Duration": 8.1,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 75,
+          "Stress Level": 3,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "140/95",
+          "Heart Rate": 68,
+          "Daily Steps": 7000,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "008",
+        "features": {
+          "Person ID": 344,
+          "Gender": "Female",
+          "Age": 57,
+          "Occupation": "Nurse",
+          "Sleep Duration": 8.1,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 75,
+          "Stress Level": 3,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "140/95",
+          "Heart Rate": 68,
+          "Daily Steps": 7000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "009",
+        "features": {
+          "Person ID": 262,
+          "Gender": "Female",
+          "Age": 45,
+          "Occupation": "Teacher",
+          "Sleep Duration": 6.6,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 45,
+          "Stress Level": 4,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "135/90",
+          "Heart Rate": 65,
+          "Daily Steps": 6000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "010",
+        "features": {
+          "Person ID": 243,
+          "Gender": "Male",
+          "Age": 44,
+          "Occupation": "Salesperson",
+          "Sleep Duration": 6.4,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 45,
+          "Stress Level": 7,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 72,
+          "Daily Steps": 6000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "011",
+        "features": {
+          "Person ID": 88,
+          "Gender": "Male",
+          "Age": 35,
+          "Occupation": "Engineer",
+          "Sleep Duration": 7.2,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 60,
+          "Stress Level": 4,
+          "BMI Category": "Normal",
+          "Blood Pressure": "125/80",
+          "Heart Rate": 65,
+          "Daily Steps": 5000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "012",
+        "features": {
+          "Person ID": 107,
+          "Gender": "Female",
+          "Age": 37,
+          "Occupation": "Nurse",
+          "Sleep Duration": 6.1,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 42,
+          "Stress Level": 6,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "126/83",
+          "Heart Rate": 77,
+          "Daily Steps": 4200,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "013",
+        "features": {
+          "Person ID": 281,
+          "Gender": "Female",
+          "Age": 50,
+          "Occupation": "Nurse",
+          "Sleep Duration": 6.0,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 90,
+          "Stress Level": 8,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "140/95",
+          "Heart Rate": 75,
+          "Daily Steps": 10000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "014",
+        "features": {
+          "Person ID": 334,
+          "Gender": "Female",
+          "Age": 54,
+          "Occupation": "Engineer",
+          "Sleep Duration": 8.4,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 30,
+          "Stress Level": 3,
+          "BMI Category": "Normal",
+          "Blood Pressure": "125/80",
+          "Heart Rate": 65,
+          "Daily Steps": 5000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "015",
+        "features": {
+          "Person ID": 356,
+          "Gender": "Female",
+          "Age": 58,
+          "Occupation": "Nurse",
+          "Sleep Duration": 8.0,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 75,
+          "Stress Level": 3,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "140/95",
+          "Heart Rate": 68,
+          "Daily Steps": 7000,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "016",
+        "features": {
+          "Person ID": 138,
+          "Gender": "Male",
+          "Age": 38,
+          "Occupation": "Lawyer",
+          "Sleep Duration": 7.1,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 60,
+          "Stress Level": 5,
+          "BMI Category": "Normal",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 68,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "017",
+        "features": {
+          "Person ID": 163,
+          "Gender": "Female",
+          "Age": 40,
+          "Occupation": "Accountant",
+          "Sleep Duration": 7.2,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 55,
+          "Stress Level": 6,
+          "BMI Category": "Normal Weight",
+          "Blood Pressure": "119/77",
+          "Heart Rate": 73,
+          "Daily Steps": 7300,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "018",
+        "features": {
+          "Person ID": 71,
+          "Gender": "Male",
+          "Age": 33,
+          "Occupation": "Doctor",
+          "Sleep Duration": 6.1,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 30,
+          "Stress Level": 8,
+          "BMI Category": "Normal",
+          "Blood Pressure": "125/80",
+          "Heart Rate": 72,
+          "Daily Steps": 5000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "019",
+        "features": {
+          "Person ID": 183,
+          "Gender": "Male",
+          "Age": 42,
+          "Occupation": "Lawyer",
+          "Sleep Duration": 7.8,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 90,
+          "Stress Level": 5,
+          "BMI Category": "Normal",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "020",
+        "features": {
+          "Person ID": 290,
+          "Gender": "Female",
+          "Age": 50,
+          "Occupation": "Nurse",
+          "Sleep Duration": 6.1,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 90,
+          "Stress Level": 8,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "140/95",
+          "Heart Rate": 75,
+          "Daily Steps": 10000,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "021",
+        "features": {
+          "Person ID": 51,
+          "Gender": "Male",
+          "Age": 32,
+          "Occupation": "Engineer",
+          "Sleep Duration": 7.5,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 45,
+          "Stress Level": 3,
+          "BMI Category": "Normal",
+          "Blood Pressure": "120/80",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "022",
+        "features": {
+          "Person ID": 304,
+          "Gender": "Female",
+          "Age": 51,
+          "Occupation": "Nurse",
+          "Sleep Duration": 6.0,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 90,
+          "Stress Level": 8,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "140/95",
+          "Heart Rate": 75,
+          "Daily Steps": 10000,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "023",
+        "features": {
+          "Person ID": 320,
+          "Gender": "Female",
+          "Age": 53,
+          "Occupation": "Engineer",
+          "Sleep Duration": 8.4,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 30,
+          "Stress Level": 3,
+          "BMI Category": "Normal",
+          "Blood Pressure": "125/80",
+          "Heart Rate": 65,
+          "Daily Steps": 5000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "024",
+        "features": {
+          "Person ID": 140,
+          "Gender": "Male",
+          "Age": 38,
+          "Occupation": "Lawyer",
+          "Sleep Duration": 7.1,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 60,
+          "Stress Level": 5,
+          "BMI Category": "Normal",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 68,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "025",
+        "features": {
+          "Person ID": 247,
+          "Gender": "Male",
+          "Age": 44,
+          "Occupation": "Salesperson",
+          "Sleep Duration": 6.3,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 45,
+          "Stress Level": 7,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 72,
+          "Daily Steps": 6000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "026",
+        "features": {
+          "Person ID": 115,
+          "Gender": "Female",
+          "Age": 37,
+          "Occupation": "Accountant",
+          "Sleep Duration": 7.2,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 60,
+          "Stress Level": 4,
+          "BMI Category": "Normal",
+          "Blood Pressure": "115/75",
+          "Heart Rate": 68,
+          "Daily Steps": 7000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "027",
+        "features": {
+          "Person ID": 226,
+          "Gender": "Male",
+          "Age": 44,
+          "Occupation": "Salesperson",
+          "Sleep Duration": 6.3,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 45,
+          "Stress Level": 7,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 72,
+          "Daily Steps": 6000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "028",
+        "features": {
+          "Person ID": 191,
+          "Gender": "Female",
+          "Age": 43,
+          "Occupation": "Teacher",
+          "Sleep Duration": 6.7,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 45,
+          "Stress Level": 4,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "135/90",
+          "Heart Rate": 65,
+          "Daily Steps": 6000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "029",
+        "features": {
+          "Person ID": 328,
+          "Gender": "Female",
+          "Age": 53,
+          "Occupation": "Engineer",
+          "Sleep Duration": 8.5,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 30,
+          "Stress Level": 3,
+          "BMI Category": "Normal",
+          "Blood Pressure": "125/80",
+          "Heart Rate": 65,
+          "Daily Steps": 5000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "030",
+        "features": {
+          "Person ID": 370,
+          "Gender": "Female",
+          "Age": 59,
+          "Occupation": "Nurse",
+          "Sleep Duration": 8.1,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 75,
+          "Stress Level": 3,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "140/95",
+          "Heart Rate": 68,
+          "Daily Steps": 7000,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "031",
+        "features": {
+          "Person ID": 147,
+          "Gender": "Male",
+          "Age": 39,
+          "Occupation": "Lawyer",
+          "Sleep Duration": 7.2,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 60,
+          "Stress Level": 5,
+          "BMI Category": "Normal",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 68,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "032",
+        "features": {
+          "Person ID": 233,
+          "Gender": "Female",
+          "Age": 44,
+          "Occupation": "Teacher",
+          "Sleep Duration": 6.6,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 45,
+          "Stress Level": 4,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "135/90",
+          "Heart Rate": 65,
+          "Daily Steps": 6000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "033",
+        "features": {
+          "Person ID": 319,
+          "Gender": "Female",
+          "Age": 53,
+          "Occupation": "Engineer",
+          "Sleep Duration": 8.4,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 30,
+          "Stress Level": 3,
+          "BMI Category": "Normal",
+          "Blood Pressure": "125/80",
+          "Heart Rate": 65,
+          "Daily Steps": 5000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "034",
+        "features": {
+          "Person ID": 238,
+          "Gender": "Female",
+          "Age": 44,
+          "Occupation": "Teacher",
+          "Sleep Duration": 6.5,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 45,
+          "Stress Level": 4,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "135/90",
+          "Heart Rate": 65,
+          "Daily Steps": 6000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "035",
+        "features": {
+          "Person ID": 184,
+          "Gender": "Male",
+          "Age": 42,
+          "Occupation": "Lawyer",
+          "Sleep Duration": 7.8,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 90,
+          "Stress Level": 5,
+          "BMI Category": "Normal",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "036",
+        "features": {
+          "Person ID": 142,
+          "Gender": "Male",
+          "Age": 38,
+          "Occupation": "Lawyer",
+          "Sleep Duration": 7.1,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 60,
+          "Stress Level": 5,
+          "BMI Category": "Normal",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 68,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "037",
+        "features": {
+          "Person ID": 369,
+          "Gender": "Female",
+          "Age": 59,
+          "Occupation": "Nurse",
+          "Sleep Duration": 8.1,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 75,
+          "Stress Level": 3,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "140/95",
+          "Heart Rate": 68,
+          "Daily Steps": 7000,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "038",
+        "features": {
+          "Person ID": 331,
+          "Gender": "Female",
+          "Age": 53,
+          "Occupation": "Engineer",
+          "Sleep Duration": 8.5,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 30,
+          "Stress Level": 3,
+          "BMI Category": "Normal",
+          "Blood Pressure": "125/80",
+          "Heart Rate": 65,
+          "Daily Steps": 5000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "039",
+        "features": {
+          "Person ID": 173,
+          "Gender": "Male",
+          "Age": 41,
+          "Occupation": "Lawyer",
+          "Sleep Duration": 7.7,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 90,
+          "Stress Level": 5,
+          "BMI Category": "Normal",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "040",
+        "features": {
+          "Person ID": 151,
+          "Gender": "Female",
+          "Age": 39,
+          "Occupation": "Accountant",
+          "Sleep Duration": 8.0,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 80,
+          "Stress Level": 3,
+          "BMI Category": "Normal Weight",
+          "Blood Pressure": "115/78",
+          "Heart Rate": 67,
+          "Daily Steps": 7500,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "041",
+        "features": {
+          "Person ID": 63,
+          "Gender": "Male",
+          "Age": 32,
+          "Occupation": "Doctor",
+          "Sleep Duration": 6.2,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 30,
+          "Stress Level": 8,
+          "BMI Category": "Normal",
+          "Blood Pressure": "125/80",
+          "Heart Rate": 72,
+          "Daily Steps": 5000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "042",
+        "features": {
+          "Person ID": 310,
+          "Gender": "Female",
+          "Age": 52,
+          "Occupation": "Accountant",
+          "Sleep Duration": 6.6,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 45,
+          "Stress Level": 7,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 72,
+          "Daily Steps": 6000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "043",
+        "features": {
+          "Person ID": 352,
+          "Gender": "Female",
+          "Age": 57,
+          "Occupation": "Nurse",
+          "Sleep Duration": 8.1,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 75,
+          "Stress Level": 3,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "140/95",
+          "Heart Rate": 68,
+          "Daily Steps": 7000,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "044",
+        "features": {
+          "Person ID": 133,
+          "Gender": "Male",
+          "Age": 38,
+          "Occupation": "Lawyer",
+          "Sleep Duration": 7.3,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 60,
+          "Stress Level": 5,
+          "BMI Category": "Normal",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 68,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "045",
+        "features": {
+          "Person ID": 134,
+          "Gender": "Female",
+          "Age": 38,
+          "Occupation": "Accountant",
+          "Sleep Duration": 7.1,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 60,
+          "Stress Level": 4,
+          "BMI Category": "Normal",
+          "Blood Pressure": "115/75",
+          "Heart Rate": 68,
+          "Daily Steps": 7000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "046",
+        "features": {
+          "Person ID": 246,
+          "Gender": "Female",
+          "Age": 44,
+          "Occupation": "Teacher",
+          "Sleep Duration": 6.5,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 45,
+          "Stress Level": 4,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "135/90",
+          "Heart Rate": 65,
+          "Daily Steps": 6000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "047",
+        "features": {
+          "Person ID": 277,
+          "Gender": "Male",
+          "Age": 49,
+          "Occupation": "Doctor",
+          "Sleep Duration": 8.1,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 85,
+          "Stress Level": 3,
+          "BMI Category": "Obese",
+          "Blood Pressure": "139/91",
+          "Heart Rate": 86,
+          "Daily Steps": 3700,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "048",
+        "features": {
+          "Person ID": 349,
+          "Gender": "Female",
+          "Age": 57,
+          "Occupation": "Nurse",
+          "Sleep Duration": 8.2,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 75,
+          "Stress Level": 3,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "140/95",
+          "Heart Rate": 68,
+          "Daily Steps": 7000,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "049",
+        "features": {
+          "Person ID": 157,
+          "Gender": "Male",
+          "Age": 39,
+          "Occupation": "Lawyer",
+          "Sleep Duration": 7.2,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 60,
+          "Stress Level": 5,
+          "BMI Category": "Normal",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 68,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "050",
+        "features": {
+          "Person ID": 185,
+          "Gender": "Female",
+          "Age": 42,
+          "Occupation": "Teacher",
+          "Sleep Duration": 6.8,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 45,
+          "Stress Level": 7,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 78,
+          "Daily Steps": 5000,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "051",
+        "features": {
+          "Person ID": 283,
+          "Gender": "Female",
+          "Age": 50,
+          "Occupation": "Nurse",
+          "Sleep Duration": 6.0,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 90,
+          "Stress Level": 8,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "140/95",
+          "Heart Rate": 75,
+          "Daily Steps": 10000,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "052",
+        "features": {
+          "Person ID": 43,
+          "Gender": "Male",
+          "Age": 31,
+          "Occupation": "Doctor",
+          "Sleep Duration": 7.7,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 75,
+          "Stress Level": 6,
+          "BMI Category": "Normal",
+          "Blood Pressure": "120/80",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "053",
+        "features": {
+          "Person ID": 78,
+          "Gender": "Male",
+          "Age": 33,
+          "Occupation": "Doctor",
+          "Sleep Duration": 6.0,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 30,
+          "Stress Level": 8,
+          "BMI Category": "Normal",
+          "Blood Pressure": "125/80",
+          "Heart Rate": 72,
+          "Daily Steps": 5000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "054",
+        "features": {
+          "Person ID": 94,
+          "Gender": "Male",
+          "Age": 35,
+          "Occupation": "Lawyer",
+          "Sleep Duration": 7.4,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 60,
+          "Stress Level": 5,
+          "BMI Category": "Obese",
+          "Blood Pressure": "135/88",
+          "Heart Rate": 84,
+          "Daily Steps": 3300,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "055",
+        "features": {
+          "Person ID": 209,
+          "Gender": "Male",
+          "Age": 43,
+          "Occupation": "Engineer",
+          "Sleep Duration": 7.7,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 90,
+          "Stress Level": 5,
+          "BMI Category": "Normal",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "056",
+        "features": {
+          "Person ID": 372,
+          "Gender": "Female",
+          "Age": 59,
+          "Occupation": "Nurse",
+          "Sleep Duration": 8.1,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 75,
+          "Stress Level": 3,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "140/95",
+          "Heart Rate": 68,
+          "Daily Steps": 7000,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "057",
+        "features": {
+          "Person ID": 47,
+          "Gender": "Male",
+          "Age": 31,
+          "Occupation": "Doctor",
+          "Sleep Duration": 7.7,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 75,
+          "Stress Level": 6,
+          "BMI Category": "Normal",
+          "Blood Pressure": "120/80",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "058",
+        "features": {
+          "Person ID": 206,
+          "Gender": "Male",
+          "Age": 43,
+          "Occupation": "Engineer",
+          "Sleep Duration": 7.7,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 90,
+          "Stress Level": 5,
+          "BMI Category": "Normal",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "059",
+        "features": {
+          "Person ID": 303,
+          "Gender": "Female",
+          "Age": 51,
+          "Occupation": "Nurse",
+          "Sleep Duration": 7.1,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 55,
+          "Stress Level": 6,
+          "BMI Category": "Normal Weight",
+          "Blood Pressure": "125/82",
+          "Heart Rate": 72,
+          "Daily Steps": 6000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "060",
+        "features": {
+          "Person ID": 111,
+          "Gender": "Female",
+          "Age": 37,
+          "Occupation": "Accountant",
+          "Sleep Duration": 7.2,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 60,
+          "Stress Level": 4,
+          "BMI Category": "Normal",
+          "Blood Pressure": "115/75",
+          "Heart Rate": 68,
+          "Daily Steps": 7000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "061",
+        "features": {
+          "Person ID": 54,
+          "Gender": "Male",
+          "Age": 32,
+          "Occupation": "Doctor",
+          "Sleep Duration": 7.6,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 75,
+          "Stress Level": 6,
+          "BMI Category": "Normal",
+          "Blood Pressure": "120/80",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "062",
+        "features": {
+          "Person ID": 39,
+          "Gender": "Male",
+          "Age": 31,
+          "Occupation": "Doctor",
+          "Sleep Duration": 7.6,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 75,
+          "Stress Level": 6,
+          "BMI Category": "Normal",
+          "Blood Pressure": "120/80",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "063",
+        "features": {
+          "Person ID": 291,
+          "Gender": "Female",
+          "Age": 50,
+          "Occupation": "Nurse",
+          "Sleep Duration": 6.0,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 90,
+          "Stress Level": 8,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "140/95",
+          "Heart Rate": 75,
+          "Daily Steps": 10000,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "064",
+        "features": {
+          "Person ID": 228,
+          "Gender": "Male",
+          "Age": 44,
+          "Occupation": "Salesperson",
+          "Sleep Duration": 6.3,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 45,
+          "Stress Level": 7,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 72,
+          "Daily Steps": 6000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "065",
+        "features": {
+          "Person ID": 204,
+          "Gender": "Male",
+          "Age": 43,
+          "Occupation": "Engineer",
+          "Sleep Duration": 6.9,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 47,
+          "Stress Level": 7,
+          "BMI Category": "Normal Weight",
+          "Blood Pressure": "117/76",
+          "Heart Rate": 69,
+          "Daily Steps": 6800,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "066",
+        "features": {
+          "Person ID": 271,
+          "Gender": "Female",
+          "Age": 49,
+          "Occupation": "Nurse",
+          "Sleep Duration": 6.1,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 90,
+          "Stress Level": 8,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "140/95",
+          "Heart Rate": 75,
+          "Daily Steps": 10000,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "067",
+        "features": {
+          "Person ID": 176,
+          "Gender": "Male",
+          "Age": 41,
+          "Occupation": "Lawyer",
+          "Sleep Duration": 7.6,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 90,
+          "Stress Level": 5,
+          "BMI Category": "Normal",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "068",
+        "features": {
+          "Person ID": 235,
+          "Gender": "Female",
+          "Age": 44,
+          "Occupation": "Teacher",
+          "Sleep Duration": 6.6,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 45,
+          "Stress Level": 4,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "135/90",
+          "Heart Rate": 65,
+          "Daily Steps": 6000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "069",
+        "features": {
+          "Person ID": 237,
+          "Gender": "Male",
+          "Age": 44,
+          "Occupation": "Salesperson",
+          "Sleep Duration": 6.4,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 45,
+          "Stress Level": 7,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 72,
+          "Daily Steps": 6000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "070",
+        "features": {
+          "Person ID": 110,
+          "Gender": "Male",
+          "Age": 37,
+          "Occupation": "Lawyer",
+          "Sleep Duration": 7.4,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 60,
+          "Stress Level": 5,
+          "BMI Category": "Normal",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 68,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "071",
+        "features": {
+          "Person ID": 367,
+          "Gender": "Female",
+          "Age": 59,
+          "Occupation": "Nurse",
+          "Sleep Duration": 8.1,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 75,
+          "Stress Level": 3,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "140/95",
+          "Heart Rate": 68,
+          "Daily Steps": 7000,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "072",
+        "features": {
+          "Person ID": 231,
+          "Gender": "Female",
+          "Age": 44,
+          "Occupation": "Teacher",
+          "Sleep Duration": 6.6,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 45,
+          "Stress Level": 4,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "135/90",
+          "Heart Rate": 65,
+          "Daily Steps": 6000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "073",
+        "features": {
+          "Person ID": 1,
+          "Gender": "Male",
+          "Age": 27,
+          "Occupation": "Software Engineer",
+          "Sleep Duration": 6.1,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 42,
+          "Stress Level": 6,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "126/83",
+          "Heart Rate": 77,
+          "Daily Steps": 4200,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "074",
+        "features": {
+          "Person ID": 282,
+          "Gender": "Female",
+          "Age": 50,
+          "Occupation": "Nurse",
+          "Sleep Duration": 6.1,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 90,
+          "Stress Level": 8,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "140/95",
+          "Heart Rate": 75,
+          "Daily Steps": 10000,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      }
+    ],
+    "target_column": "Sleep Disorder",
+    "task_sub_type": "classification",
+    "ranking_ground_truth": {
+      "top_k_ids": [
+        "001",
+        "005",
+        "007",
+        "015",
+        "020",
+        "022",
+        "030",
+        "037",
+        "043",
+        "048",
+        "051",
+        "056",
+        "063",
+        "071",
+        "074"
+      ]
     },
-    "final_decision": {},
-    "what_if": {},
-    "ground_truth": {
-        "extracted_features": [
-            {
-                "scenario_id": "001",
-                "features": {
-                    "Person ID": 284,
-                    "Gender": "Female",
-                    "Age": 50,
-                    "Occupation": "Nurse",
-                    "Sleep Duration": 6.0,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 90,
-                    "Stress Level": 8,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "140/95",
-                    "Heart Rate": 75,
-                    "Daily Steps": 10000,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "002",
-                "features": {
-                    "Person ID": 265,
-                    "Gender": "Male",
-                    "Age": 48,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 7.3,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 65,
-                    "Stress Level": 5,
-                    "BMI Category": "Obese",
-                    "Blood Pressure": "142/92",
-                    "Heart Rate": 83,
-                    "Daily Steps": 3500,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "003",
-                "features": {
-                    "Person ID": 267,
-                    "Gender": "Male",
-                    "Age": 48,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 7.3,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 65,
-                    "Stress Level": 5,
-                    "BMI Category": "Obese",
-                    "Blood Pressure": "142/92",
-                    "Heart Rate": 83,
-                    "Daily Steps": 3500,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "004",
-                "features": {
-                    "Person ID": 308,
-                    "Gender": "Female",
-                    "Age": 52,
-                    "Occupation": "Accountant",
-                    "Sleep Duration": 6.5,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 7,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 72,
-                    "Daily Steps": 6000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "005",
-                "features": {
-                    "Person ID": 340,
-                    "Gender": "Female",
-                    "Age": 55,
-                    "Occupation": "Nurse",
-                    "Sleep Duration": 8.1,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 75,
-                    "Stress Level": 4,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "140/95",
-                    "Heart Rate": 72,
-                    "Daily Steps": 5000,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "006",
-                "features": {
-                    "Person ID": 259,
-                    "Gender": "Female",
-                    "Age": 45,
-                    "Occupation": "Teacher",
-                    "Sleep Duration": 6.6,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 4,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "135/90",
-                    "Heart Rate": 65,
-                    "Daily Steps": 6000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "007",
-                "features": {
-                    "Person ID": 373,
-                    "Gender": "Female",
-                    "Age": 59,
-                    "Occupation": "Nurse",
-                    "Sleep Duration": 8.1,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 75,
-                    "Stress Level": 3,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "140/95",
-                    "Heart Rate": 68,
-                    "Daily Steps": 7000,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "008",
-                "features": {
-                    "Person ID": 344,
-                    "Gender": "Female",
-                    "Age": 57,
-                    "Occupation": "Nurse",
-                    "Sleep Duration": 8.1,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 75,
-                    "Stress Level": 3,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "140/95",
-                    "Heart Rate": 68,
-                    "Daily Steps": 7000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "009",
-                "features": {
-                    "Person ID": 262,
-                    "Gender": "Female",
-                    "Age": 45,
-                    "Occupation": "Teacher",
-                    "Sleep Duration": 6.6,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 4,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "135/90",
-                    "Heart Rate": 65,
-                    "Daily Steps": 6000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "010",
-                "features": {
-                    "Person ID": 243,
-                    "Gender": "Male",
-                    "Age": 44,
-                    "Occupation": "Salesperson",
-                    "Sleep Duration": 6.4,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 7,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 72,
-                    "Daily Steps": 6000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "011",
-                "features": {
-                    "Person ID": 88,
-                    "Gender": "Male",
-                    "Age": 35,
-                    "Occupation": "Engineer",
-                    "Sleep Duration": 7.2,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 60,
-                    "Stress Level": 4,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "125/80",
-                    "Heart Rate": 65,
-                    "Daily Steps": 5000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "012",
-                "features": {
-                    "Person ID": 107,
-                    "Gender": "Female",
-                    "Age": 37,
-                    "Occupation": "Nurse",
-                    "Sleep Duration": 6.1,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 42,
-                    "Stress Level": 6,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "126/83",
-                    "Heart Rate": 77,
-                    "Daily Steps": 4200,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "013",
-                "features": {
-                    "Person ID": 281,
-                    "Gender": "Female",
-                    "Age": 50,
-                    "Occupation": "Nurse",
-                    "Sleep Duration": 6.0,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 90,
-                    "Stress Level": 8,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "140/95",
-                    "Heart Rate": 75,
-                    "Daily Steps": 10000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "014",
-                "features": {
-                    "Person ID": 334,
-                    "Gender": "Female",
-                    "Age": 54,
-                    "Occupation": "Engineer",
-                    "Sleep Duration": 8.4,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 30,
-                    "Stress Level": 3,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "125/80",
-                    "Heart Rate": 65,
-                    "Daily Steps": 5000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "015",
-                "features": {
-                    "Person ID": 356,
-                    "Gender": "Female",
-                    "Age": 58,
-                    "Occupation": "Nurse",
-                    "Sleep Duration": 8.0,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 75,
-                    "Stress Level": 3,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "140/95",
-                    "Heart Rate": 68,
-                    "Daily Steps": 7000,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "016",
-                "features": {
-                    "Person ID": 138,
-                    "Gender": "Male",
-                    "Age": 38,
-                    "Occupation": "Lawyer",
-                    "Sleep Duration": 7.1,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 60,
-                    "Stress Level": 5,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 68,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "017",
-                "features": {
-                    "Person ID": 163,
-                    "Gender": "Female",
-                    "Age": 40,
-                    "Occupation": "Accountant",
-                    "Sleep Duration": 7.2,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 55,
-                    "Stress Level": 6,
-                    "BMI Category": "Normal Weight",
-                    "Blood Pressure": "119/77",
-                    "Heart Rate": 73,
-                    "Daily Steps": 7300,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "018",
-                "features": {
-                    "Person ID": 71,
-                    "Gender": "Male",
-                    "Age": 33,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 6.1,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 30,
-                    "Stress Level": 8,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "125/80",
-                    "Heart Rate": 72,
-                    "Daily Steps": 5000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "019",
-                "features": {
-                    "Person ID": 183,
-                    "Gender": "Male",
-                    "Age": 42,
-                    "Occupation": "Lawyer",
-                    "Sleep Duration": 7.8,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 90,
-                    "Stress Level": 5,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "020",
-                "features": {
-                    "Person ID": 290,
-                    "Gender": "Female",
-                    "Age": 50,
-                    "Occupation": "Nurse",
-                    "Sleep Duration": 6.1,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 90,
-                    "Stress Level": 8,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "140/95",
-                    "Heart Rate": 75,
-                    "Daily Steps": 10000,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "021",
-                "features": {
-                    "Person ID": 51,
-                    "Gender": "Male",
-                    "Age": 32,
-                    "Occupation": "Engineer",
-                    "Sleep Duration": 7.5,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 3,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "120/80",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "022",
-                "features": {
-                    "Person ID": 304,
-                    "Gender": "Female",
-                    "Age": 51,
-                    "Occupation": "Nurse",
-                    "Sleep Duration": 6.0,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 90,
-                    "Stress Level": 8,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "140/95",
-                    "Heart Rate": 75,
-                    "Daily Steps": 10000,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "023",
-                "features": {
-                    "Person ID": 320,
-                    "Gender": "Female",
-                    "Age": 53,
-                    "Occupation": "Engineer",
-                    "Sleep Duration": 8.4,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 30,
-                    "Stress Level": 3,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "125/80",
-                    "Heart Rate": 65,
-                    "Daily Steps": 5000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "024",
-                "features": {
-                    "Person ID": 140,
-                    "Gender": "Male",
-                    "Age": 38,
-                    "Occupation": "Lawyer",
-                    "Sleep Duration": 7.1,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 60,
-                    "Stress Level": 5,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 68,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "025",
-                "features": {
-                    "Person ID": 247,
-                    "Gender": "Male",
-                    "Age": 44,
-                    "Occupation": "Salesperson",
-                    "Sleep Duration": 6.3,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 7,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 72,
-                    "Daily Steps": 6000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "026",
-                "features": {
-                    "Person ID": 115,
-                    "Gender": "Female",
-                    "Age": 37,
-                    "Occupation": "Accountant",
-                    "Sleep Duration": 7.2,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 60,
-                    "Stress Level": 4,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "115/75",
-                    "Heart Rate": 68,
-                    "Daily Steps": 7000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "027",
-                "features": {
-                    "Person ID": 226,
-                    "Gender": "Male",
-                    "Age": 44,
-                    "Occupation": "Salesperson",
-                    "Sleep Duration": 6.3,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 7,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 72,
-                    "Daily Steps": 6000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "028",
-                "features": {
-                    "Person ID": 191,
-                    "Gender": "Female",
-                    "Age": 43,
-                    "Occupation": "Teacher",
-                    "Sleep Duration": 6.7,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 4,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "135/90",
-                    "Heart Rate": 65,
-                    "Daily Steps": 6000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "029",
-                "features": {
-                    "Person ID": 328,
-                    "Gender": "Female",
-                    "Age": 53,
-                    "Occupation": "Engineer",
-                    "Sleep Duration": 8.5,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 30,
-                    "Stress Level": 3,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "125/80",
-                    "Heart Rate": 65,
-                    "Daily Steps": 5000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "030",
-                "features": {
-                    "Person ID": 370,
-                    "Gender": "Female",
-                    "Age": 59,
-                    "Occupation": "Nurse",
-                    "Sleep Duration": 8.1,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 75,
-                    "Stress Level": 3,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "140/95",
-                    "Heart Rate": 68,
-                    "Daily Steps": 7000,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "031",
-                "features": {
-                    "Person ID": 147,
-                    "Gender": "Male",
-                    "Age": 39,
-                    "Occupation": "Lawyer",
-                    "Sleep Duration": 7.2,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 60,
-                    "Stress Level": 5,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 68,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "032",
-                "features": {
-                    "Person ID": 233,
-                    "Gender": "Female",
-                    "Age": 44,
-                    "Occupation": "Teacher",
-                    "Sleep Duration": 6.6,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 4,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "135/90",
-                    "Heart Rate": 65,
-                    "Daily Steps": 6000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "033",
-                "features": {
-                    "Person ID": 319,
-                    "Gender": "Female",
-                    "Age": 53,
-                    "Occupation": "Engineer",
-                    "Sleep Duration": 8.4,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 30,
-                    "Stress Level": 3,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "125/80",
-                    "Heart Rate": 65,
-                    "Daily Steps": 5000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "034",
-                "features": {
-                    "Person ID": 238,
-                    "Gender": "Female",
-                    "Age": 44,
-                    "Occupation": "Teacher",
-                    "Sleep Duration": 6.5,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 4,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "135/90",
-                    "Heart Rate": 65,
-                    "Daily Steps": 6000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "035",
-                "features": {
-                    "Person ID": 184,
-                    "Gender": "Male",
-                    "Age": 42,
-                    "Occupation": "Lawyer",
-                    "Sleep Duration": 7.8,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 90,
-                    "Stress Level": 5,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "036",
-                "features": {
-                    "Person ID": 142,
-                    "Gender": "Male",
-                    "Age": 38,
-                    "Occupation": "Lawyer",
-                    "Sleep Duration": 7.1,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 60,
-                    "Stress Level": 5,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 68,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "037",
-                "features": {
-                    "Person ID": 369,
-                    "Gender": "Female",
-                    "Age": 59,
-                    "Occupation": "Nurse",
-                    "Sleep Duration": 8.1,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 75,
-                    "Stress Level": 3,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "140/95",
-                    "Heart Rate": 68,
-                    "Daily Steps": 7000,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "038",
-                "features": {
-                    "Person ID": 331,
-                    "Gender": "Female",
-                    "Age": 53,
-                    "Occupation": "Engineer",
-                    "Sleep Duration": 8.5,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 30,
-                    "Stress Level": 3,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "125/80",
-                    "Heart Rate": 65,
-                    "Daily Steps": 5000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "039",
-                "features": {
-                    "Person ID": 173,
-                    "Gender": "Male",
-                    "Age": 41,
-                    "Occupation": "Lawyer",
-                    "Sleep Duration": 7.7,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 90,
-                    "Stress Level": 5,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "040",
-                "features": {
-                    "Person ID": 151,
-                    "Gender": "Female",
-                    "Age": 39,
-                    "Occupation": "Accountant",
-                    "Sleep Duration": 8.0,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 80,
-                    "Stress Level": 3,
-                    "BMI Category": "Normal Weight",
-                    "Blood Pressure": "115/78",
-                    "Heart Rate": 67,
-                    "Daily Steps": 7500,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "041",
-                "features": {
-                    "Person ID": 63,
-                    "Gender": "Male",
-                    "Age": 32,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 6.2,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 30,
-                    "Stress Level": 8,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "125/80",
-                    "Heart Rate": 72,
-                    "Daily Steps": 5000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "042",
-                "features": {
-                    "Person ID": 310,
-                    "Gender": "Female",
-                    "Age": 52,
-                    "Occupation": "Accountant",
-                    "Sleep Duration": 6.6,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 7,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 72,
-                    "Daily Steps": 6000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "043",
-                "features": {
-                    "Person ID": 352,
-                    "Gender": "Female",
-                    "Age": 57,
-                    "Occupation": "Nurse",
-                    "Sleep Duration": 8.1,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 75,
-                    "Stress Level": 3,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "140/95",
-                    "Heart Rate": 68,
-                    "Daily Steps": 7000,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "044",
-                "features": {
-                    "Person ID": 133,
-                    "Gender": "Male",
-                    "Age": 38,
-                    "Occupation": "Lawyer",
-                    "Sleep Duration": 7.3,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 60,
-                    "Stress Level": 5,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 68,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "045",
-                "features": {
-                    "Person ID": 134,
-                    "Gender": "Female",
-                    "Age": 38,
-                    "Occupation": "Accountant",
-                    "Sleep Duration": 7.1,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 60,
-                    "Stress Level": 4,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "115/75",
-                    "Heart Rate": 68,
-                    "Daily Steps": 7000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "046",
-                "features": {
-                    "Person ID": 246,
-                    "Gender": "Female",
-                    "Age": 44,
-                    "Occupation": "Teacher",
-                    "Sleep Duration": 6.5,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 4,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "135/90",
-                    "Heart Rate": 65,
-                    "Daily Steps": 6000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "047",
-                "features": {
-                    "Person ID": 277,
-                    "Gender": "Male",
-                    "Age": 49,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 8.1,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 85,
-                    "Stress Level": 3,
-                    "BMI Category": "Obese",
-                    "Blood Pressure": "139/91",
-                    "Heart Rate": 86,
-                    "Daily Steps": 3700,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "048",
-                "features": {
-                    "Person ID": 349,
-                    "Gender": "Female",
-                    "Age": 57,
-                    "Occupation": "Nurse",
-                    "Sleep Duration": 8.2,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 75,
-                    "Stress Level": 3,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "140/95",
-                    "Heart Rate": 68,
-                    "Daily Steps": 7000,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "049",
-                "features": {
-                    "Person ID": 157,
-                    "Gender": "Male",
-                    "Age": 39,
-                    "Occupation": "Lawyer",
-                    "Sleep Duration": 7.2,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 60,
-                    "Stress Level": 5,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 68,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "050",
-                "features": {
-                    "Person ID": 185,
-                    "Gender": "Female",
-                    "Age": 42,
-                    "Occupation": "Teacher",
-                    "Sleep Duration": 6.8,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 7,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 78,
-                    "Daily Steps": 5000,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "051",
-                "features": {
-                    "Person ID": 283,
-                    "Gender": "Female",
-                    "Age": 50,
-                    "Occupation": "Nurse",
-                    "Sleep Duration": 6.0,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 90,
-                    "Stress Level": 8,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "140/95",
-                    "Heart Rate": 75,
-                    "Daily Steps": 10000,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "052",
-                "features": {
-                    "Person ID": 43,
-                    "Gender": "Male",
-                    "Age": 31,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 7.7,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 75,
-                    "Stress Level": 6,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "120/80",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "053",
-                "features": {
-                    "Person ID": 78,
-                    "Gender": "Male",
-                    "Age": 33,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 6.0,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 30,
-                    "Stress Level": 8,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "125/80",
-                    "Heart Rate": 72,
-                    "Daily Steps": 5000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "054",
-                "features": {
-                    "Person ID": 94,
-                    "Gender": "Male",
-                    "Age": 35,
-                    "Occupation": "Lawyer",
-                    "Sleep Duration": 7.4,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 60,
-                    "Stress Level": 5,
-                    "BMI Category": "Obese",
-                    "Blood Pressure": "135/88",
-                    "Heart Rate": 84,
-                    "Daily Steps": 3300,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "055",
-                "features": {
-                    "Person ID": 209,
-                    "Gender": "Male",
-                    "Age": 43,
-                    "Occupation": "Engineer",
-                    "Sleep Duration": 7.7,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 90,
-                    "Stress Level": 5,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "056",
-                "features": {
-                    "Person ID": 372,
-                    "Gender": "Female",
-                    "Age": 59,
-                    "Occupation": "Nurse",
-                    "Sleep Duration": 8.1,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 75,
-                    "Stress Level": 3,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "140/95",
-                    "Heart Rate": 68,
-                    "Daily Steps": 7000,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "057",
-                "features": {
-                    "Person ID": 47,
-                    "Gender": "Male",
-                    "Age": 31,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 7.7,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 75,
-                    "Stress Level": 6,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "120/80",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "058",
-                "features": {
-                    "Person ID": 206,
-                    "Gender": "Male",
-                    "Age": 43,
-                    "Occupation": "Engineer",
-                    "Sleep Duration": 7.7,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 90,
-                    "Stress Level": 5,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "059",
-                "features": {
-                    "Person ID": 303,
-                    "Gender": "Female",
-                    "Age": 51,
-                    "Occupation": "Nurse",
-                    "Sleep Duration": 7.1,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 55,
-                    "Stress Level": 6,
-                    "BMI Category": "Normal Weight",
-                    "Blood Pressure": "125/82",
-                    "Heart Rate": 72,
-                    "Daily Steps": 6000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "060",
-                "features": {
-                    "Person ID": 111,
-                    "Gender": "Female",
-                    "Age": 37,
-                    "Occupation": "Accountant",
-                    "Sleep Duration": 7.2,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 60,
-                    "Stress Level": 4,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "115/75",
-                    "Heart Rate": 68,
-                    "Daily Steps": 7000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "061",
-                "features": {
-                    "Person ID": 54,
-                    "Gender": "Male",
-                    "Age": 32,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 7.6,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 75,
-                    "Stress Level": 6,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "120/80",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "062",
-                "features": {
-                    "Person ID": 39,
-                    "Gender": "Male",
-                    "Age": 31,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 7.6,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 75,
-                    "Stress Level": 6,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "120/80",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "063",
-                "features": {
-                    "Person ID": 291,
-                    "Gender": "Female",
-                    "Age": 50,
-                    "Occupation": "Nurse",
-                    "Sleep Duration": 6.0,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 90,
-                    "Stress Level": 8,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "140/95",
-                    "Heart Rate": 75,
-                    "Daily Steps": 10000,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "064",
-                "features": {
-                    "Person ID": 228,
-                    "Gender": "Male",
-                    "Age": 44,
-                    "Occupation": "Salesperson",
-                    "Sleep Duration": 6.3,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 7,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 72,
-                    "Daily Steps": 6000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "065",
-                "features": {
-                    "Person ID": 204,
-                    "Gender": "Male",
-                    "Age": 43,
-                    "Occupation": "Engineer",
-                    "Sleep Duration": 6.9,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 47,
-                    "Stress Level": 7,
-                    "BMI Category": "Normal Weight",
-                    "Blood Pressure": "117/76",
-                    "Heart Rate": 69,
-                    "Daily Steps": 6800,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "066",
-                "features": {
-                    "Person ID": 271,
-                    "Gender": "Female",
-                    "Age": 49,
-                    "Occupation": "Nurse",
-                    "Sleep Duration": 6.1,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 90,
-                    "Stress Level": 8,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "140/95",
-                    "Heart Rate": 75,
-                    "Daily Steps": 10000,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "067",
-                "features": {
-                    "Person ID": 176,
-                    "Gender": "Male",
-                    "Age": 41,
-                    "Occupation": "Lawyer",
-                    "Sleep Duration": 7.6,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 90,
-                    "Stress Level": 5,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "068",
-                "features": {
-                    "Person ID": 235,
-                    "Gender": "Female",
-                    "Age": 44,
-                    "Occupation": "Teacher",
-                    "Sleep Duration": 6.6,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 4,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "135/90",
-                    "Heart Rate": 65,
-                    "Daily Steps": 6000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "069",
-                "features": {
-                    "Person ID": 237,
-                    "Gender": "Male",
-                    "Age": 44,
-                    "Occupation": "Salesperson",
-                    "Sleep Duration": 6.4,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 7,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 72,
-                    "Daily Steps": 6000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "070",
-                "features": {
-                    "Person ID": 110,
-                    "Gender": "Male",
-                    "Age": 37,
-                    "Occupation": "Lawyer",
-                    "Sleep Duration": 7.4,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 60,
-                    "Stress Level": 5,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 68,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "071",
-                "features": {
-                    "Person ID": 367,
-                    "Gender": "Female",
-                    "Age": 59,
-                    "Occupation": "Nurse",
-                    "Sleep Duration": 8.1,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 75,
-                    "Stress Level": 3,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "140/95",
-                    "Heart Rate": 68,
-                    "Daily Steps": 7000,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "072",
-                "features": {
-                    "Person ID": 231,
-                    "Gender": "Female",
-                    "Age": 44,
-                    "Occupation": "Teacher",
-                    "Sleep Duration": 6.6,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 4,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "135/90",
-                    "Heart Rate": 65,
-                    "Daily Steps": 6000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "073",
-                "features": {
-                    "Person ID": 1,
-                    "Gender": "Male",
-                    "Age": 27,
-                    "Occupation": "Software Engineer",
-                    "Sleep Duration": 6.1,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 42,
-                    "Stress Level": 6,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "126/83",
-                    "Heart Rate": 77,
-                    "Daily Steps": 4200,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "074",
-                "features": {
-                    "Person ID": 282,
-                    "Gender": "Female",
-                    "Age": 50,
-                    "Occupation": "Nurse",
-                    "Sleep Duration": 6.1,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 90,
-                    "Stress Level": 8,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "140/95",
-                    "Heart Rate": 75,
-                    "Daily Steps": 10000,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            }
-        ],
-        "target_column": "Sleep Disorder",
-        "task_sub_type": "classification",
-        "ranking_ground_truth": {
-            "top_k_ids": [
-                "001",
-                "005",
-                "007",
-                "015",
-                "020",
-                "022",
-                "030",
-                "037",
-                "043",
-                "048",
-                "051",
-                "056",
-                "063",
-                "071",
-                "074"
-            ]
-        },
-        "active_filters": [
-            {
-                "col": "Age",
-                "op": ">=",
-                "val": 50
-            }
-        ],
-        "target_class_value": "sleep apnea"
-    },
-    "response": "",
-    "evaluation_score": {}
-}
\ No newline at end of file
+    "active_filters": [
+      {
+        "col": "Age",
+        "op": ">=",
+        "val": 50
+      }
+    ],
+    "target_class_value": "sleep apnea"
+  },
+  "response": "",
+  "evaluation_score": {}
+}
diff --git a/ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_007/history.csv b/ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_007/history.csv
index 4c392c725af1146884515eae0255785309440825..8233ee87ab756690a156254a948fba9f3337de1b 100644
--- a/ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_007/history.csv
+++ b/ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_007/history.csv
@@ -1,160 +1,160 @@
 Person ID,Gender,Age,Occupation,Sleep Duration,Quality of Sleep,Physical Activity Level,Stress Level,BMI Category,Blood Pressure,Heart Rate,Daily Steps,Sleep Disorder
-2,Male,28,Doctor,6.2,6,60,8,Normal,125/80,75,10000,
-3,Male,28,Doctor,6.2,6,60,8,Normal,125/80,75,10000,
+2,Male,28,Doctor,6.2,6,60,8,Normal,125/80,75,10000,No Disorder
+3,Male,28,Doctor,6.2,6,60,8,Normal,125/80,75,10000,No Disorder
 4,Male,28,Sales Representative,5.9,4,30,8,Obese,140/90,85,3000,Sleep Apnea
 5,Male,28,Sales Representative,5.9,4,30,8,Obese,140/90,85,3000,Sleep Apnea
 6,Male,28,Software Engineer,5.9,4,30,8,Obese,140/90,85,3000,Insomnia
 7,Male,29,Teacher,6.3,6,40,7,Obese,140/90,82,3500,Insomnia
-8,Male,29,Doctor,7.8,7,75,6,Normal,120/80,70,8000,
-9,Male,29,Doctor,7.8,7,75,6,Normal,120/80,70,8000,
-10,Male,29,Doctor,7.8,7,75,6,Normal,120/80,70,8000,
-11,Male,29,Doctor,6.1,6,30,8,Normal,120/80,70,8000,
-12,Male,29,Doctor,7.8,7,75,6,Normal,120/80,70,8000,
-13,Male,29,Doctor,6.1,6,30,8,Normal,120/80,70,8000,
-14,Male,29,Doctor,6.0,6,30,8,Normal,120/80,70,8000,
-15,Male,29,Doctor,6.0,6,30,8,Normal,120/80,70,8000,
-16,Male,29,Doctor,6.0,6,30,8,Normal,120/80,70,8000,
+8,Male,29,Doctor,7.8,7,75,6,Normal,120/80,70,8000,No Disorder
+9,Male,29,Doctor,7.8,7,75,6,Normal,120/80,70,8000,No Disorder
+10,Male,29,Doctor,7.8,7,75,6,Normal,120/80,70,8000,No Disorder
+11,Male,29,Doctor,6.1,6,30,8,Normal,120/80,70,8000,No Disorder
+12,Male,29,Doctor,7.8,7,75,6,Normal,120/80,70,8000,No Disorder
+13,Male,29,Doctor,6.1,6,30,8,Normal,120/80,70,8000,No Disorder
+14,Male,29,Doctor,6.0,6,30,8,Normal,120/80,70,8000,No Disorder
+15,Male,29,Doctor,6.0,6,30,8,Normal,120/80,70,8000,No Disorder
+16,Male,29,Doctor,6.0,6,30,8,Normal,120/80,70,8000,No Disorder
 17,Female,29,Nurse,6.5,5,40,7,Normal Weight,132/87,80,4000,Sleep Apnea
 18,Male,29,Doctor,6.0,6,30,8,Normal,120/80,70,8000,Sleep Apnea
 19,Female,29,Nurse,6.5,5,40,7,Normal Weight,132/87,80,4000,Insomnia
-20,Male,30,Doctor,7.6,7,75,6,Normal,120/80,70,8000,
-21,Male,30,Doctor,7.7,7,75,6,Normal,120/80,70,8000,
-22,Male,30,Doctor,7.7,7,75,6,Normal,120/80,70,8000,
-23,Male,30,Doctor,7.7,7,75,6,Normal,120/80,70,8000,
-24,Male,30,Doctor,7.7,7,75,6,Normal,120/80,70,8000,
-25,Male,30,Doctor,7.8,7,75,6,Normal,120/80,70,8000,
-26,Male,30,Doctor,7.9,7,75,6,Normal,120/80,70,8000,
-27,Male,30,Doctor,7.8,7,75,6,Normal,120/80,70,8000,
-28,Male,30,Doctor,7.9,7,75,6,Normal,120/80,70,8000,
-29,Male,30,Doctor,7.9,7,75,6,Normal,120/80,70,8000,
-30,Male,30,Doctor,7.9,7,75,6,Normal,120/80,70,8000,
+20,Male,30,Doctor,7.6,7,75,6,Normal,120/80,70,8000,No Disorder
+21,Male,30,Doctor,7.7,7,75,6,Normal,120/80,70,8000,No Disorder
+22,Male,30,Doctor,7.7,7,75,6,Normal,120/80,70,8000,No Disorder
+23,Male,30,Doctor,7.7,7,75,6,Normal,120/80,70,8000,No Disorder
+24,Male,30,Doctor,7.7,7,75,6,Normal,120/80,70,8000,No Disorder
+25,Male,30,Doctor,7.8,7,75,6,Normal,120/80,70,8000,No Disorder
+26,Male,30,Doctor,7.9,7,75,6,Normal,120/80,70,8000,No Disorder
+27,Male,30,Doctor,7.8,7,75,6,Normal,120/80,70,8000,No Disorder
+28,Male,30,Doctor,7.9,7,75,6,Normal,120/80,70,8000,No Disorder
+29,Male,30,Doctor,7.9,7,75,6,Normal,120/80,70,8000,No Disorder
+30,Male,30,Doctor,7.9,7,75,6,Normal,120/80,70,8000,No Disorder
 31,Female,30,Nurse,6.4,5,35,7,Normal Weight,130/86,78,4100,Sleep Apnea
 32,Female,30,Nurse,6.4,5,35,7,Normal Weight,130/86,78,4100,Insomnia
-33,Female,31,Nurse,7.9,8,75,4,Normal Weight,117/76,69,6800,
-34,Male,31,Doctor,6.1,6,30,8,Normal,125/80,72,5000,
-35,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,
-36,Male,31,Doctor,6.1,6,30,8,Normal,125/80,72,5000,
-37,Male,31,Doctor,6.1,6,30,8,Normal,125/80,72,5000,
-38,Male,31,Doctor,7.6,7,75,6,Normal,120/80,70,8000,
-40,Male,31,Doctor,7.6,7,75,6,Normal,120/80,70,8000,
-41,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,
-42,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,
-44,Male,31,Doctor,7.8,7,75,6,Normal,120/80,70,8000,
-45,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,
-46,Male,31,Doctor,7.8,7,75,6,Normal,120/80,70,8000,
-48,Male,31,Doctor,7.8,7,75,6,Normal,120/80,70,8000,
-49,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,
+33,Female,31,Nurse,7.9,8,75,4,Normal Weight,117/76,69,6800,No Disorder
+34,Male,31,Doctor,6.1,6,30,8,Normal,125/80,72,5000,No Disorder
+35,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,No Disorder
+36,Male,31,Doctor,6.1,6,30,8,Normal,125/80,72,5000,No Disorder
+37,Male,31,Doctor,6.1,6,30,8,Normal,125/80,72,5000,No Disorder
+38,Male,31,Doctor,7.6,7,75,6,Normal,120/80,70,8000,No Disorder
+40,Male,31,Doctor,7.6,7,75,6,Normal,120/80,70,8000,No Disorder
+41,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,No Disorder
+42,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,No Disorder
+44,Male,31,Doctor,7.8,7,75,6,Normal,120/80,70,8000,No Disorder
+45,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,No Disorder
+46,Male,31,Doctor,7.8,7,75,6,Normal,120/80,70,8000,No Disorder
+48,Male,31,Doctor,7.8,7,75,6,Normal,120/80,70,8000,No Disorder
+49,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,No Disorder
 50,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,Sleep Apnea
-52,Male,32,Engineer,7.5,8,45,3,Normal,120/80,70,8000,
-53,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,
-55,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,
-56,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,
-57,Male,32,Doctor,7.7,7,75,6,Normal,120/80,70,8000,
-58,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,
-59,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,
-60,Male,32,Doctor,7.7,7,75,6,Normal,120/80,70,8000,
-61,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,
-62,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,
-64,Male,32,Doctor,6.2,6,30,8,Normal,125/80,72,5000,
-65,Male,32,Doctor,6.2,6,30,8,Normal,125/80,72,5000,
-66,Male,32,Doctor,6.2,6,30,8,Normal,125/80,72,5000,
-67,Male,32,Accountant,7.2,8,50,6,Normal Weight,118/76,68,7000,
+52,Male,32,Engineer,7.5,8,45,3,Normal,120/80,70,8000,No Disorder
+53,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,No Disorder
+55,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,No Disorder
+56,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,No Disorder
+57,Male,32,Doctor,7.7,7,75,6,Normal,120/80,70,8000,No Disorder
+58,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,No Disorder
+59,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,No Disorder
+60,Male,32,Doctor,7.7,7,75,6,Normal,120/80,70,8000,No Disorder
+61,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,No Disorder
+62,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,No Disorder
+64,Male,32,Doctor,6.2,6,30,8,Normal,125/80,72,5000,No Disorder
+65,Male,32,Doctor,6.2,6,30,8,Normal,125/80,72,5000,No Disorder
+66,Male,32,Doctor,6.2,6,30,8,Normal,125/80,72,5000,No Disorder
+67,Male,32,Accountant,7.2,8,50,6,Normal Weight,118/76,68,7000,No Disorder
 68,Male,33,Doctor,6.0,6,30,8,Normal,125/80,72,5000,Insomnia
-69,Female,33,Scientist,6.2,6,50,6,Overweight,128/85,76,5500,
-70,Female,33,Scientist,6.2,6,50,6,Overweight,128/85,76,5500,
-72,Male,33,Doctor,6.1,6,30,8,Normal,125/80,72,5000,
-73,Male,33,Doctor,6.1,6,30,8,Normal,125/80,72,5000,
-74,Male,33,Doctor,6.1,6,30,8,Normal,125/80,72,5000,
-75,Male,33,Doctor,6.0,6,30,8,Normal,125/80,72,5000,
-76,Male,33,Doctor,6.0,6,30,8,Normal,125/80,72,5000,
-77,Male,33,Doctor,6.0,6,30,8,Normal,125/80,72,5000,
-79,Male,33,Doctor,6.0,6,30,8,Normal,125/80,72,5000,
-80,Male,33,Doctor,6.0,6,30,8,Normal,125/80,72,5000,
+69,Female,33,Scientist,6.2,6,50,6,Overweight,128/85,76,5500,No Disorder
+70,Female,33,Scientist,6.2,6,50,6,Overweight,128/85,76,5500,No Disorder
+72,Male,33,Doctor,6.1,6,30,8,Normal,125/80,72,5000,No Disorder
+73,Male,33,Doctor,6.1,6,30,8,Normal,125/80,72,5000,No Disorder
+74,Male,33,Doctor,6.1,6,30,8,Normal,125/80,72,5000,No Disorder
+75,Male,33,Doctor,6.0,6,30,8,Normal,125/80,72,5000,No Disorder
+76,Male,33,Doctor,6.0,6,30,8,Normal,125/80,72,5000,No Disorder
+77,Male,33,Doctor,6.0,6,30,8,Normal,125/80,72,5000,No Disorder
+79,Male,33,Doctor,6.0,6,30,8,Normal,125/80,72,5000,No Disorder
+80,Male,33,Doctor,6.0,6,30,8,Normal,125/80,72,5000,No Disorder
 81,Female,34,Scientist,5.8,4,32,8,Overweight,131/86,81,5200,Sleep Apnea
 82,Female,34,Scientist,5.8,4,32,8,Overweight,131/86,81,5200,Sleep Apnea
-83,Male,35,Teacher,6.7,7,40,5,Overweight,128/84,70,5600,
-84,Male,35,Teacher,6.7,7,40,5,Overweight,128/84,70,5600,
-85,Male,35,Software Engineer,7.5,8,60,5,Normal Weight,120/80,70,8000,
-86,Female,35,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-87,Male,35,Engineer,7.2,8,60,4,Normal,125/80,65,5000,
-89,Male,35,Engineer,7.3,8,60,4,Normal,125/80,65,5000,
-90,Male,35,Engineer,7.3,8,60,4,Normal,125/80,65,5000,
-91,Male,35,Engineer,7.3,8,60,4,Normal,125/80,65,5000,
-92,Male,35,Engineer,7.3,8,60,4,Normal,125/80,65,5000,
-93,Male,35,Software Engineer,7.5,8,60,5,Normal Weight,120/80,70,8000,
+83,Male,35,Teacher,6.7,7,40,5,Overweight,128/84,70,5600,No Disorder
+84,Male,35,Teacher,6.7,7,40,5,Overweight,128/84,70,5600,No Disorder
+85,Male,35,Software Engineer,7.5,8,60,5,Normal Weight,120/80,70,8000,No Disorder
+86,Female,35,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+87,Male,35,Engineer,7.2,8,60,4,Normal,125/80,65,5000,No Disorder
+89,Male,35,Engineer,7.3,8,60,4,Normal,125/80,65,5000,No Disorder
+90,Male,35,Engineer,7.3,8,60,4,Normal,125/80,65,5000,No Disorder
+91,Male,35,Engineer,7.3,8,60,4,Normal,125/80,65,5000,No Disorder
+92,Male,35,Engineer,7.3,8,60,4,Normal,125/80,65,5000,No Disorder
+93,Male,35,Software Engineer,7.5,8,60,5,Normal Weight,120/80,70,8000,No Disorder
 95,Female,36,Accountant,7.2,8,60,4,Normal,115/75,68,7000,Insomnia
-96,Female,36,Accountant,7.1,8,60,4,Normal,115/75,68,7000,
-97,Female,36,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-98,Female,36,Accountant,7.1,8,60,4,Normal,115/75,68,7000,
-99,Female,36,Teacher,7.1,8,60,4,Normal,115/75,68,7000,
-100,Female,36,Teacher,7.1,8,60,4,Normal,115/75,68,7000,
-101,Female,36,Teacher,7.2,8,60,4,Normal,115/75,68,7000,
-102,Female,36,Teacher,7.2,8,60,4,Normal,115/75,68,7000,
-103,Female,36,Teacher,7.2,8,60,4,Normal,115/75,68,7000,
+96,Female,36,Accountant,7.1,8,60,4,Normal,115/75,68,7000,No Disorder
+97,Female,36,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+98,Female,36,Accountant,7.1,8,60,4,Normal,115/75,68,7000,No Disorder
+99,Female,36,Teacher,7.1,8,60,4,Normal,115/75,68,7000,No Disorder
+100,Female,36,Teacher,7.1,8,60,4,Normal,115/75,68,7000,No Disorder
+101,Female,36,Teacher,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+102,Female,36,Teacher,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+103,Female,36,Teacher,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
 104,Male,36,Teacher,6.6,5,35,7,Overweight,129/84,74,4800,Sleep Apnea
 105,Female,36,Teacher,7.2,8,60,4,Normal,115/75,68,7000,Sleep Apnea
 106,Male,36,Teacher,6.6,5,35,7,Overweight,129/84,74,4800,Insomnia
-108,Male,37,Engineer,7.8,8,70,4,Normal Weight,120/80,68,7000,
-109,Male,37,Engineer,7.8,8,70,4,Normal Weight,120/80,68,7000,
-112,Male,37,Lawyer,7.4,8,60,5,Normal,130/85,68,8000,
-113,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-114,Male,37,Lawyer,7.4,8,60,5,Normal,130/85,68,8000,
-116,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-117,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-118,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-119,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-120,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-121,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-122,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-123,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-124,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-125,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-126,Female,37,Nurse,7.5,8,60,4,Normal Weight,120/80,70,8000,
-127,Male,38,Lawyer,7.3,8,60,5,Normal,130/85,68,8000,
-128,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,
-129,Male,38,Lawyer,7.3,8,60,5,Normal,130/85,68,8000,
-130,Male,38,Lawyer,7.3,8,60,5,Normal,130/85,68,8000,
-131,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,
-132,Male,38,Lawyer,7.3,8,60,5,Normal,130/85,68,8000,
-135,Male,38,Lawyer,7.3,8,60,5,Normal,130/85,68,8000,
-136,Male,38,Lawyer,7.3,8,60,5,Normal,130/85,68,8000,
-137,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,
-139,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,
-141,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,
-143,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,
-144,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,
+108,Male,37,Engineer,7.8,8,70,4,Normal Weight,120/80,68,7000,No Disorder
+109,Male,37,Engineer,7.8,8,70,4,Normal Weight,120/80,68,7000,No Disorder
+112,Male,37,Lawyer,7.4,8,60,5,Normal,130/85,68,8000,No Disorder
+113,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+114,Male,37,Lawyer,7.4,8,60,5,Normal,130/85,68,8000,No Disorder
+116,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+117,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+118,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+119,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+120,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+121,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+122,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+123,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+124,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+125,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+126,Female,37,Nurse,7.5,8,60,4,Normal Weight,120/80,70,8000,No Disorder
+127,Male,38,Lawyer,7.3,8,60,5,Normal,130/85,68,8000,No Disorder
+128,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,No Disorder
+129,Male,38,Lawyer,7.3,8,60,5,Normal,130/85,68,8000,No Disorder
+130,Male,38,Lawyer,7.3,8,60,5,Normal,130/85,68,8000,No Disorder
+131,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,No Disorder
+132,Male,38,Lawyer,7.3,8,60,5,Normal,130/85,68,8000,No Disorder
+135,Male,38,Lawyer,7.3,8,60,5,Normal,130/85,68,8000,No Disorder
+136,Male,38,Lawyer,7.3,8,60,5,Normal,130/85,68,8000,No Disorder
+137,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,No Disorder
+139,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,No Disorder
+141,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,No Disorder
+143,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,No Disorder
+144,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,No Disorder
 145,Male,38,Lawyer,7.1,8,60,5,Normal,130/85,68,8000,Sleep Apnea
 146,Female,38,Lawyer,7.4,7,60,5,Obese,135/88,84,3300,Sleep Apnea
 148,Male,39,Engineer,6.5,5,40,7,Overweight,132/87,80,4000,Insomnia
-149,Female,39,Lawyer,6.9,7,50,6,Normal Weight,128/85,75,5500,
-150,Female,39,Accountant,8.0,9,80,3,Normal Weight,115/78,67,7500,
-152,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,
-153,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,
-154,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,
-155,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,
-156,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,
-158,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,
-159,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,
-160,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,
-161,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,
-162,Female,40,Accountant,7.2,8,55,6,Normal Weight,119/77,73,7300,
-164,Male,40,Lawyer,7.9,8,90,5,Normal,130/85,68,8000,
-165,Male,40,Lawyer,7.9,8,90,5,Normal,130/85,68,8000,
+149,Female,39,Lawyer,6.9,7,50,6,Normal Weight,128/85,75,5500,No Disorder
+150,Female,39,Accountant,8.0,9,80,3,Normal Weight,115/78,67,7500,No Disorder
+152,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,No Disorder
+153,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,No Disorder
+154,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,No Disorder
+155,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,No Disorder
+156,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,No Disorder
+158,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,No Disorder
+159,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,No Disorder
+160,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,No Disorder
+161,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,No Disorder
+162,Female,40,Accountant,7.2,8,55,6,Normal Weight,119/77,73,7300,No Disorder
+164,Male,40,Lawyer,7.9,8,90,5,Normal,130/85,68,8000,No Disorder
+165,Male,40,Lawyer,7.9,8,90,5,Normal,130/85,68,8000,No Disorder
 166,Male,41,Lawyer,7.6,8,90,5,Normal,130/85,70,8000,Insomnia
-167,Male,41,Engineer,7.3,8,70,6,Normal Weight,121/79,72,6200,
-168,Male,41,Lawyer,7.1,7,55,6,Overweight,125/82,72,6000,
-169,Male,41,Lawyer,7.1,7,55,6,Overweight,125/82,72,6000,
-170,Male,41,Lawyer,7.7,8,90,5,Normal,130/85,70,8000,
-171,Male,41,Lawyer,7.7,8,90,5,Normal,130/85,70,8000,
-172,Male,41,Lawyer,7.7,8,90,5,Normal,130/85,70,8000,
-174,Male,41,Lawyer,7.7,8,90,5,Normal,130/85,70,8000,
-175,Male,41,Lawyer,7.6,8,90,5,Normal,130/85,70,8000,
-177,Male,41,Lawyer,7.6,8,90,5,Normal,130/85,70,8000,
+167,Male,41,Engineer,7.3,8,70,6,Normal Weight,121/79,72,6200,No Disorder
+168,Male,41,Lawyer,7.1,7,55,6,Overweight,125/82,72,6000,No Disorder
+169,Male,41,Lawyer,7.1,7,55,6,Overweight,125/82,72,6000,No Disorder
+170,Male,41,Lawyer,7.7,8,90,5,Normal,130/85,70,8000,No Disorder
+171,Male,41,Lawyer,7.7,8,90,5,Normal,130/85,70,8000,No Disorder
+172,Male,41,Lawyer,7.7,8,90,5,Normal,130/85,70,8000,No Disorder
+174,Male,41,Lawyer,7.7,8,90,5,Normal,130/85,70,8000,No Disorder
+175,Male,41,Lawyer,7.6,8,90,5,Normal,130/85,70,8000,No Disorder
+177,Male,41,Lawyer,7.6,8,90,5,Normal,130/85,70,8000,No Disorder
 178,Male,42,Salesperson,6.5,6,45,7,Overweight,130/85,72,6000,Insomnia
-179,Male,42,Lawyer,7.8,8,90,5,Normal,130/85,70,8000,
-180,Male,42,Lawyer,7.8,8,90,5,Normal,130/85,70,8000,
-181,Male,42,Lawyer,7.8,8,90,5,Normal,130/85,70,8000,
-182,Male,42,Lawyer,7.8,8,90,5,Normal,130/85,70,8000,
+179,Male,42,Lawyer,7.8,8,90,5,Normal,130/85,70,8000,No Disorder
+180,Male,42,Lawyer,7.8,8,90,5,Normal,130/85,70,8000,No Disorder
+181,Male,42,Lawyer,7.8,8,90,5,Normal,130/85,70,8000,No Disorder
+182,Male,42,Lawyer,7.8,8,90,5,Normal,130/85,70,8000,No Disorder
 186,Female,42,Teacher,6.8,6,45,7,Overweight,130/85,78,5000,Sleep Apnea
 187,Female,43,Teacher,6.7,7,45,4,Overweight,135/90,65,6000,Insomnia
 188,Male,43,Salesperson,6.3,6,45,7,Overweight,130/85,72,6000,Insomnia
@@ -172,18 +172,18 @@ Person ID,Gender,Age,Occupation,Sleep Duration,Quality of Sleep,Physical Activit
 201,Male,43,Salesperson,6.5,6,45,7,Overweight,130/85,72,6000,Insomnia
 202,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,Insomnia
 203,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,Insomnia
-205,Male,43,Engineer,7.6,8,75,4,Overweight,122/80,68,6800,
-207,Male,43,Engineer,7.7,8,90,5,Normal,130/85,70,8000,
-208,Male,43,Engineer,7.7,8,90,5,Normal,130/85,70,8000,
-210,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,
-211,Male,43,Engineer,7.7,8,90,5,Normal,130/85,70,8000,
-212,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,
-213,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,
-214,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,
-215,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,
-216,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,
-217,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,
-218,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,
+205,Male,43,Engineer,7.6,8,75,4,Overweight,122/80,68,6800,No Disorder
+207,Male,43,Engineer,7.7,8,90,5,Normal,130/85,70,8000,No Disorder
+208,Male,43,Engineer,7.7,8,90,5,Normal,130/85,70,8000,No Disorder
+210,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,No Disorder
+211,Male,43,Engineer,7.7,8,90,5,Normal,130/85,70,8000,No Disorder
+212,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,No Disorder
+213,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,No Disorder
+214,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,No Disorder
+215,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,No Disorder
+216,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,No Disorder
+217,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,No Disorder
+218,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,No Disorder
 219,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,Sleep Apnea
 220,Male,43,Salesperson,6.5,6,45,7,Overweight,130/85,72,6000,Sleep Apnea
 221,Female,44,Teacher,6.6,7,45,4,Overweight,135/90,65,6000,Insomnia
@@ -204,8 +204,8 @@ Person ID,Gender,Age,Occupation,Sleep Duration,Quality of Sleep,Physical Activit
 244,Female,44,Teacher,6.5,7,45,4,Overweight,135/90,65,6000,Insomnia
 245,Male,44,Salesperson,6.3,6,45,7,Overweight,130/85,72,6000,Insomnia
 248,Male,44,Engineer,6.8,7,45,7,Overweight,130/85,78,5000,Insomnia
-249,Male,44,Salesperson,6.4,6,45,7,Overweight,130/85,72,6000,
-250,Male,44,Salesperson,6.5,6,45,7,Overweight,130/85,72,6000,
+249,Male,44,Salesperson,6.4,6,45,7,Overweight,130/85,72,6000,No Disorder
+250,Male,44,Salesperson,6.5,6,45,7,Overweight,130/85,72,6000,No Disorder
 251,Female,45,Teacher,6.8,7,30,6,Overweight,135/90,65,6000,Insomnia
 252,Female,45,Teacher,6.8,7,30,6,Overweight,135/90,65,6000,Insomnia
 253,Female,45,Teacher,6.5,7,45,4,Overweight,135/90,65,6000,Insomnia
@@ -216,10 +216,10 @@ Person ID,Gender,Age,Occupation,Sleep Duration,Quality of Sleep,Physical Activit
 258,Female,45,Teacher,6.6,7,45,4,Overweight,135/90,65,6000,Insomnia
 260,Female,45,Teacher,6.6,7,45,4,Overweight,135/90,65,6000,Insomnia
 261,Female,45,Teacher,6.6,7,45,4,Overweight,135/90,65,6000,Insomnia
-263,Female,45,Teacher,6.6,7,45,4,Overweight,135/90,65,6000,
-264,Female,45,Manager,6.9,7,55,5,Overweight,125/82,75,5500,
+263,Female,45,Teacher,6.6,7,45,4,Overweight,135/90,65,6000,No Disorder
+264,Female,45,Manager,6.9,7,55,5,Overweight,125/82,75,5500,No Disorder
 266,Female,48,Nurse,5.9,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
-268,Female,49,Nurse,6.2,6,90,8,Overweight,140/95,75,10000,
+268,Female,49,Nurse,6.2,6,90,8,Overweight,140/95,75,10000,No Disorder
 269,Female,49,Nurse,6.0,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
 270,Female,49,Nurse,6.1,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
 272,Female,49,Nurse,6.1,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
@@ -229,7 +229,7 @@ Person ID,Gender,Age,Occupation,Sleep Duration,Quality of Sleep,Physical Activit
 276,Female,49,Nurse,6.2,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
 278,Male,49,Doctor,8.1,9,85,3,Obese,139/91,86,3700,Sleep Apnea
 279,Female,50,Nurse,6.1,6,90,8,Overweight,140/95,75,10000,Insomnia
-280,Female,50,Engineer,8.3,9,30,3,Normal,125/80,65,5000,
+280,Female,50,Engineer,8.3,9,30,3,Normal,125/80,65,5000,No Disorder
 285,Female,50,Nurse,6.0,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
 286,Female,50,Nurse,6.0,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
 287,Female,50,Nurse,6.0,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
@@ -242,41 +242,41 @@ Person ID,Gender,Age,Occupation,Sleep Duration,Quality of Sleep,Physical Activit
 296,Female,50,Nurse,6.0,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
 297,Female,50,Nurse,6.1,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
 298,Female,50,Nurse,6.1,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
-299,Female,51,Engineer,8.5,9,30,3,Normal,125/80,65,5000,
-300,Female,51,Engineer,8.5,9,30,3,Normal,125/80,65,5000,
-301,Female,51,Engineer,8.5,9,30,3,Normal,125/80,65,5000,
-302,Female,51,Engineer,8.5,9,30,3,Normal,125/80,65,5000,
+299,Female,51,Engineer,8.5,9,30,3,Normal,125/80,65,5000,No Disorder
+300,Female,51,Engineer,8.5,9,30,3,Normal,125/80,65,5000,No Disorder
+301,Female,51,Engineer,8.5,9,30,3,Normal,125/80,65,5000,No Disorder
+302,Female,51,Engineer,8.5,9,30,3,Normal,125/80,65,5000,No Disorder
 305,Female,51,Nurse,6.1,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
 306,Female,51,Nurse,6.1,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
 307,Female,52,Accountant,6.5,7,45,7,Overweight,130/85,72,6000,Insomnia
 309,Female,52,Accountant,6.6,7,45,7,Overweight,130/85,72,6000,Insomnia
 311,Female,52,Accountant,6.6,7,45,7,Overweight,130/85,72,6000,Insomnia
 312,Female,52,Accountant,6.6,7,45,7,Overweight,130/85,72,6000,Insomnia
-313,Female,52,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
-314,Female,52,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
-315,Female,52,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
+313,Female,52,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
+314,Female,52,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
+315,Female,52,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
 316,Female,53,Engineer,8.3,9,30,3,Normal,125/80,65,5000,Insomnia
-317,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,
-318,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,
-321,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,
-322,Female,53,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
-323,Female,53,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
-324,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,
-325,Female,53,Engineer,8.3,9,30,3,Normal,125/80,65,5000,
-326,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,
-327,Female,53,Engineer,8.3,9,30,3,Normal,125/80,65,5000,
-329,Female,53,Engineer,8.3,9,30,3,Normal,125/80,65,5000,
-330,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,
-332,Female,53,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
-333,Female,54,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
-335,Female,54,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
-336,Female,54,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
-337,Female,54,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
-338,Female,54,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
-339,Female,54,Engineer,8.5,9,30,3,Normal,125/80,65,5000,
+317,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,No Disorder
+318,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,No Disorder
+321,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,No Disorder
+322,Female,53,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
+323,Female,53,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
+324,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,No Disorder
+325,Female,53,Engineer,8.3,9,30,3,Normal,125/80,65,5000,No Disorder
+326,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,No Disorder
+327,Female,53,Engineer,8.3,9,30,3,Normal,125/80,65,5000,No Disorder
+329,Female,53,Engineer,8.3,9,30,3,Normal,125/80,65,5000,No Disorder
+330,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,No Disorder
+332,Female,53,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
+333,Female,54,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
+335,Female,54,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
+336,Female,54,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
+337,Female,54,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
+338,Female,54,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
+339,Female,54,Engineer,8.5,9,30,3,Normal,125/80,65,5000,No Disorder
 341,Female,55,Nurse,8.1,9,75,4,Overweight,140/95,72,5000,Sleep Apnea
-342,Female,56,Doctor,8.2,9,90,3,Normal Weight,118/75,65,10000,
-343,Female,56,Doctor,8.2,9,90,3,Normal Weight,118/75,65,10000,
+342,Female,56,Doctor,8.2,9,90,3,Normal Weight,118/75,65,10000,No Disorder
+343,Female,56,Doctor,8.2,9,90,3,Normal Weight,118/75,65,10000,No Disorder
 345,Female,57,Nurse,8.2,9,75,3,Overweight,140/95,68,7000,Sleep Apnea
 346,Female,57,Nurse,8.2,9,75,3,Overweight,140/95,68,7000,Sleep Apnea
 347,Female,57,Nurse,8.2,9,75,3,Overweight,140/95,68,7000,Sleep Apnea
@@ -288,8 +288,8 @@ Person ID,Gender,Age,Occupation,Sleep Duration,Quality of Sleep,Physical Activit
 355,Female,58,Nurse,8.0,9,75,3,Overweight,140/95,68,7000,Sleep Apnea
 357,Female,58,Nurse,8.0,9,75,3,Overweight,140/95,68,7000,Sleep Apnea
 358,Female,58,Nurse,8.0,9,75,3,Overweight,140/95,68,7000,Sleep Apnea
-359,Female,59,Nurse,8.0,9,75,3,Overweight,140/95,68,7000,
-360,Female,59,Nurse,8.1,9,75,3,Overweight,140/95,68,7000,
+359,Female,59,Nurse,8.0,9,75,3,Overweight,140/95,68,7000,No Disorder
+360,Female,59,Nurse,8.1,9,75,3,Overweight,140/95,68,7000,No Disorder
 361,Female,59,Nurse,8.2,9,75,3,Overweight,140/95,68,7000,Sleep Apnea
 362,Female,59,Nurse,8.2,9,75,3,Overweight,140/95,68,7000,Sleep Apnea
 363,Female,59,Nurse,8.2,9,75,3,Overweight,140/95,68,7000,Sleep Apnea
diff --git a/ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_007/info.json b/ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_007/info.json
index ac7f1ad59f059be3648f2769a10128e59277c544..c68a30219902530a9154e48d4957e5bb70f65c0f 100644
--- a/ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_007/info.json
+++ b/ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_007/info.json
@@ -1,121 +1,122 @@
-{
-    "name": "Sleep Health and Lifestyle Dataset",
-    "source": "https://www.kaggle.com/datasets/uom190346a/sleep-health-and-lifestyle-dataset/data",
-    "data_intro": "The Sleep Health and Lifestyle Dataset comprises 400 rows and 13 columns, covering a wide range of variables related to sleep and daily habits. It includes details such as gender, age, occupation, sleep duration, quality of sleep, physical activity level, stress levels, BMI category, blood pressure, heart rate, daily steps, and the presence or absence of sleep disorders.",
-    "is_splited": false,
-    "overall_size": 374,
-    "train_size": 0,
-    "test_size": 0,
-    "c_classes": 5,
-    "n_classes": 8,
-    "cat_feature_intro": {
-        "Gender": "Gender: The gender of the person (Male/Female).<br>",
-        "Occupation": "Occupation: The occupation or profession of the person.<br>",
-        "BMI Category": "BMI Category: The BMI category of the person (e.g., Underweight, Normal, Overweight).<br>",
-        "Blood Pressure": "Blood Pressure (systolic/diastolic): The blood pressure measurement of the person, indicated as systolic pressure over diastolic pressure.<br>",
-        "Sleep Disorder": "- None: The individual does not exhibit any specific sleep disorder."
-    },
-    "num_feature_intro": {
-        "Person ID": "Person ID: An identifier for each individual.<br>",
-        "Age": "Physical Activity Level (minutes/day): The number of minutes the person engages in physical activity daily.<br>",
-        "Sleep Duration": "Sleep Duration (hours): The number of hours the person sleeps per day.<br>",
-        "Quality of Sleep": "Quality of Sleep (scale: 1-10): A subjective rating of the quality of sleep, ranging from 1 to 10.<br>",
-        "Physical Activity Level": "Physical Activity Level (minutes/day): The number of minutes the person engages in physical activity daily.<br>",
-        "Stress Level": "Stress Level (scale: 1-10): A subjective rating of the stress level experienced by the person, ranging from 1 to 10.<br>",
-        "Heart Rate": "Heart Rate (bpm): The resting heart rate of the person in beats per minute.<br>",
-        "Daily Steps": "Daily Steps: The number of steps the person takes per day.<br>"
-    },
-    "evaluation_metric": null,
-    "task_type": "classification",
-    "target": "Sleep Disorder",
-    "num_feature_value": {
-        "Age": [
-            27.0,
-            59.0
-        ],
-        "Daily Steps": [
-            3000.0,
-            10000.0
-        ],
-        "Heart Rate": [
-            65.0,
-            86.0
-        ],
-        "Person ID": [
-            1.0,
-            374.0
-        ],
-        "Physical Activity Level": [
-            30.0,
-            90.0
-        ],
-        "Quality of Sleep": [
-            4.0,
-            9.0
-        ],
-        "Sleep Duration": [
-            5.8,
-            8.5
-        ],
-        "Stress Level": [
-            3.0,
-            8.0
-        ]
-    },
-    "cat_feature_value": {
-        "BMI Category": [
-            "Normal",
-            "Normal Weight",
-            "Obese",
-            "Overweight"
-        ],
-        "Blood Pressure": [
-            "115/75",
-            "115/78",
-            "117/76",
-            "118/75",
-            "118/76",
-            "119/77",
-            "120/80",
-            "121/79",
-            "122/80",
-            "125/80",
-            "125/82",
-            "126/83",
-            "128/84",
-            "128/85",
-            "129/84",
-            "130/85",
-            "130/86",
-            "131/86",
-            "132/87",
-            "135/88",
-            "135/90",
-            "139/91",
-            "140/90",
-            "140/95",
-            "142/92"
-        ],
-        "Gender": [
-            "Female",
-            "Male"
-        ],
-        "Occupation": [
-            "Accountant",
-            "Doctor",
-            "Engineer",
-            "Lawyer",
-            "Manager",
-            "Nurse",
-            "Sales Representative",
-            "Salesperson",
-            "Scientist",
-            "Software Engineer",
-            "Teacher"
-        ],
-        "Sleep Disorder": [
-            "Insomnia",
-            "Sleep Apnea"
-        ]
-    }
-}
\ No newline at end of file
+{
+  "name": "Sleep Health and Lifestyle Dataset",
+  "source": "https://www.kaggle.com/datasets/uom190346a/sleep-health-and-lifestyle-dataset/data",
+  "data_intro": "The Sleep Health and Lifestyle Dataset comprises 400 rows and 13 columns, covering a wide range of variables related to sleep and daily habits. It includes details such as gender, age, occupation, sleep duration, quality of sleep, physical activity level, stress levels, BMI category, blood pressure, heart rate, daily steps, and the presence or absence of sleep disorders.",
+  "is_splited": false,
+  "overall_size": 374,
+  "train_size": 0,
+  "test_size": 0,
+  "c_classes": 5,
+  "n_classes": 8,
+  "cat_feature_intro": {
+    "Gender": "Gender: The gender of the person (Male/Female).<br>",
+    "Occupation": "Occupation: The occupation or profession of the person.<br>",
+    "BMI Category": "BMI Category: The BMI category of the person (e.g., Underweight, Normal, Overweight).<br>",
+    "Blood Pressure": "Blood Pressure (systolic/diastolic): The blood pressure measurement of the person, indicated as systolic pressure over diastolic pressure.<br>",
+    "Sleep Disorder": "Sleep disorder category: No Disorder, Insomnia, or Sleep Apnea."
+  },
+  "num_feature_intro": {
+    "Person ID": "Person ID: An identifier for each individual.<br>",
+    "Age": "Physical Activity Level (minutes/day): The number of minutes the person engages in physical activity daily.<br>",
+    "Sleep Duration": "Sleep Duration (hours): The number of hours the person sleeps per day.<br>",
+    "Quality of Sleep": "Quality of Sleep (scale: 1-10): A subjective rating of the quality of sleep, ranging from 1 to 10.<br>",
+    "Physical Activity Level": "Physical Activity Level (minutes/day): The number of minutes the person engages in physical activity daily.<br>",
+    "Stress Level": "Stress Level (scale: 1-10): A subjective rating of the stress level experienced by the person, ranging from 1 to 10.<br>",
+    "Heart Rate": "Heart Rate (bpm): The resting heart rate of the person in beats per minute.<br>",
+    "Daily Steps": "Daily Steps: The number of steps the person takes per day.<br>"
+  },
+  "evaluation_metric": null,
+  "task_type": "classification",
+  "target": "Sleep Disorder",
+  "num_feature_value": {
+    "Age": [
+      27.0,
+      59.0
+    ],
+    "Daily Steps": [
+      3000.0,
+      10000.0
+    ],
+    "Heart Rate": [
+      65.0,
+      86.0
+    ],
+    "Person ID": [
+      1.0,
+      374.0
+    ],
+    "Physical Activity Level": [
+      30.0,
+      90.0
+    ],
+    "Quality of Sleep": [
+      4.0,
+      9.0
+    ],
+    "Sleep Duration": [
+      5.8,
+      8.5
+    ],
+    "Stress Level": [
+      3.0,
+      8.0
+    ]
+  },
+  "cat_feature_value": {
+    "BMI Category": [
+      "Normal",
+      "Normal Weight",
+      "Obese",
+      "Overweight"
+    ],
+    "Blood Pressure": [
+      "115/75",
+      "115/78",
+      "117/76",
+      "118/75",
+      "118/76",
+      "119/77",
+      "120/80",
+      "121/79",
+      "122/80",
+      "125/80",
+      "125/82",
+      "126/83",
+      "128/84",
+      "128/85",
+      "129/84",
+      "130/85",
+      "130/86",
+      "131/86",
+      "132/87",
+      "135/88",
+      "135/90",
+      "139/91",
+      "140/90",
+      "140/95",
+      "142/92"
+    ],
+    "Gender": [
+      "Female",
+      "Male"
+    ],
+    "Occupation": [
+      "Accountant",
+      "Doctor",
+      "Engineer",
+      "Lawyer",
+      "Manager",
+      "Nurse",
+      "Sales Representative",
+      "Salesperson",
+      "Scientist",
+      "Software Engineer",
+      "Teacher"
+    ],
+    "Sleep Disorder": [
+      "Insomnia",
+      "No Disorder",
+      "Sleep Apnea"
+    ]
+  }
+}
diff --git a/ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_008/Sleep_Health_and_Lifestyle_Dataset_B4_008_current.json b/ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_008/Sleep_Health_and_Lifestyle_Dataset_B4_008_current.json
index 9aad6ce8e434b0c14f373d7b37348866bbc8fd8d..8b0dff7693dff6e9865354c8afda05742848e685 100644
--- a/ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_008/Sleep_Health_and_Lifestyle_Dataset_B4_008_current.json
+++ b/ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_008/Sleep_Health_and_Lifestyle_Dataset_B4_008_current.json
@@ -1,1381 +1,1381 @@
 {
-    "id": "008",
-    "task_type": "B4",
-    "subtask_type": "filter",
-    "perspective": "data_holder",
-    "dataset_name": "Sleep Health and Lifestyle Dataset",
-    "table_path": "output/Sleep Health and Lifestyle Dataset_B4/Sleep Health and Lifestyle Dataset_B4_008/test.csv",
-    "query": "For a new meditation app partnership, we need to find potential beta testers. Using our wellness database as a reference, identify candidates in the \"Teacher\" occupation from the new data who are likely struggling with Insomnia, as they could benefit most from the stress-management features.",
-    "meta_info": {
-        "domain": "medical"
+  "id": "008",
+  "task_type": "B4",
+  "subtask_type": "filter",
+  "perspective": "data_holder",
+  "dataset_name": "Sleep Health and Lifestyle Dataset",
+  "table_path": "output/Sleep Health and Lifestyle Dataset_B4/Sleep Health and Lifestyle Dataset_B4_008/test.csv",
+  "query": "For a new meditation app partnership, we need to find potential beta testers. Using our wellness database as a reference, identify candidates in the \"Teacher\" occupation from the new data who are likely struggling with Insomnia, as they could benefit most from the stress-management features.",
+  "meta_info": {
+    "domain": "medical"
+  },
+  "final_decision": {},
+  "what_if": {},
+  "ground_truth": {
+    "extracted_features": [
+      {
+        "scenario_id": "001",
+        "features": {
+          "Person ID": 373,
+          "Gender": "Female",
+          "Age": 59,
+          "Occupation": "Nurse",
+          "Sleep Duration": 8.1,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 75,
+          "Stress Level": 3,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "140/95",
+          "Heart Rate": 68,
+          "Daily Steps": 7000,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "002",
+        "features": {
+          "Person ID": 314,
+          "Gender": "Female",
+          "Age": 52,
+          "Occupation": "Engineer",
+          "Sleep Duration": 8.4,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 30,
+          "Stress Level": 3,
+          "BMI Category": "Normal",
+          "Blood Pressure": "125/80",
+          "Heart Rate": 65,
+          "Daily Steps": 5000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "003",
+        "features": {
+          "Person ID": 208,
+          "Gender": "Male",
+          "Age": 43,
+          "Occupation": "Engineer",
+          "Sleep Duration": 7.7,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 90,
+          "Stress Level": 5,
+          "BMI Category": "Normal",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "004",
+        "features": {
+          "Person ID": 106,
+          "Gender": "Male",
+          "Age": 36,
+          "Occupation": "Teacher",
+          "Sleep Duration": 6.6,
+          "Quality of Sleep": 5,
+          "Physical Activity Level": 35,
+          "Stress Level": 7,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "129/84",
+          "Heart Rate": 74,
+          "Daily Steps": 4800,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "005",
+        "features": {
+          "Person ID": 78,
+          "Gender": "Male",
+          "Age": 33,
+          "Occupation": "Doctor",
+          "Sleep Duration": 6.0,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 30,
+          "Stress Level": 8,
+          "BMI Category": "Normal",
+          "Blood Pressure": "125/80",
+          "Heart Rate": 72,
+          "Daily Steps": 5000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "006",
+        "features": {
+          "Person ID": 227,
+          "Gender": "Female",
+          "Age": 44,
+          "Occupation": "Teacher",
+          "Sleep Duration": 6.6,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 45,
+          "Stress Level": 4,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "135/90",
+          "Heart Rate": 65,
+          "Daily Steps": 6000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "007",
+        "features": {
+          "Person ID": 86,
+          "Gender": "Female",
+          "Age": 35,
+          "Occupation": "Accountant",
+          "Sleep Duration": 7.2,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 60,
+          "Stress Level": 4,
+          "BMI Category": "Normal",
+          "Blood Pressure": "115/75",
+          "Heart Rate": 68,
+          "Daily Steps": 7000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "008",
+        "features": {
+          "Person ID": 183,
+          "Gender": "Male",
+          "Age": 42,
+          "Occupation": "Lawyer",
+          "Sleep Duration": 7.8,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 90,
+          "Stress Level": 5,
+          "BMI Category": "Normal",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "009",
+        "features": {
+          "Person ID": 294,
+          "Gender": "Female",
+          "Age": 50,
+          "Occupation": "Nurse",
+          "Sleep Duration": 6.0,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 90,
+          "Stress Level": 8,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "140/95",
+          "Heart Rate": 75,
+          "Daily Steps": 10000,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "010",
+        "features": {
+          "Person ID": 252,
+          "Gender": "Female",
+          "Age": 45,
+          "Occupation": "Teacher",
+          "Sleep Duration": 6.8,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 30,
+          "Stress Level": 6,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "135/90",
+          "Heart Rate": 65,
+          "Daily Steps": 6000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "011",
+        "features": {
+          "Person ID": 302,
+          "Gender": "Female",
+          "Age": 51,
+          "Occupation": "Engineer",
+          "Sleep Duration": 8.5,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 30,
+          "Stress Level": 3,
+          "BMI Category": "Normal",
+          "Blood Pressure": "125/80",
+          "Heart Rate": 65,
+          "Daily Steps": 5000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "012",
+        "features": {
+          "Person ID": 60,
+          "Gender": "Male",
+          "Age": 32,
+          "Occupation": "Doctor",
+          "Sleep Duration": 7.7,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 75,
+          "Stress Level": 6,
+          "BMI Category": "Normal",
+          "Blood Pressure": "120/80",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "013",
+        "features": {
+          "Person ID": 144,
+          "Gender": "Female",
+          "Age": 38,
+          "Occupation": "Accountant",
+          "Sleep Duration": 7.1,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 60,
+          "Stress Level": 4,
+          "BMI Category": "Normal",
+          "Blood Pressure": "115/75",
+          "Heart Rate": 68,
+          "Daily Steps": 7000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "014",
+        "features": {
+          "Person ID": 192,
+          "Gender": "Male",
+          "Age": 43,
+          "Occupation": "Salesperson",
+          "Sleep Duration": 6.4,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 45,
+          "Stress Level": 7,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 72,
+          "Daily Steps": 6000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "015",
+        "features": {
+          "Person ID": 89,
+          "Gender": "Male",
+          "Age": 35,
+          "Occupation": "Engineer",
+          "Sleep Duration": 7.3,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 60,
+          "Stress Level": 4,
+          "BMI Category": "Normal",
+          "Blood Pressure": "125/80",
+          "Heart Rate": 65,
+          "Daily Steps": 5000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "016",
+        "features": {
+          "Person ID": 104,
+          "Gender": "Male",
+          "Age": 36,
+          "Occupation": "Teacher",
+          "Sleep Duration": 6.6,
+          "Quality of Sleep": 5,
+          "Physical Activity Level": 35,
+          "Stress Level": 7,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "129/84",
+          "Heart Rate": 74,
+          "Daily Steps": 4800,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "017",
+        "features": {
+          "Person ID": 297,
+          "Gender": "Female",
+          "Age": 50,
+          "Occupation": "Nurse",
+          "Sleep Duration": 6.1,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 90,
+          "Stress Level": 8,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "140/95",
+          "Heart Rate": 75,
+          "Daily Steps": 10000,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "018",
+        "features": {
+          "Person ID": 90,
+          "Gender": "Male",
+          "Age": 35,
+          "Occupation": "Engineer",
+          "Sleep Duration": 7.3,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 60,
+          "Stress Level": 4,
+          "BMI Category": "Normal",
+          "Blood Pressure": "125/80",
+          "Heart Rate": 65,
+          "Daily Steps": 5000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "019",
+        "features": {
+          "Person ID": 111,
+          "Gender": "Female",
+          "Age": 37,
+          "Occupation": "Accountant",
+          "Sleep Duration": 7.2,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 60,
+          "Stress Level": 4,
+          "BMI Category": "Normal",
+          "Blood Pressure": "115/75",
+          "Heart Rate": 68,
+          "Daily Steps": 7000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "020",
+        "features": {
+          "Person ID": 194,
+          "Gender": "Male",
+          "Age": 43,
+          "Occupation": "Salesperson",
+          "Sleep Duration": 6.5,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 45,
+          "Stress Level": 7,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 72,
+          "Daily Steps": 6000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "021",
+        "features": {
+          "Person ID": 143,
+          "Gender": "Female",
+          "Age": 38,
+          "Occupation": "Accountant",
+          "Sleep Duration": 7.1,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 60,
+          "Stress Level": 4,
+          "BMI Category": "Normal",
+          "Blood Pressure": "115/75",
+          "Heart Rate": 68,
+          "Daily Steps": 7000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "022",
+        "features": {
+          "Person ID": 76,
+          "Gender": "Male",
+          "Age": 33,
+          "Occupation": "Doctor",
+          "Sleep Duration": 6.0,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 30,
+          "Stress Level": 8,
+          "BMI Category": "Normal",
+          "Blood Pressure": "125/80",
+          "Heart Rate": 72,
+          "Daily Steps": 5000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "023",
+        "features": {
+          "Person ID": 56,
+          "Gender": "Male",
+          "Age": 32,
+          "Occupation": "Doctor",
+          "Sleep Duration": 6.0,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 30,
+          "Stress Level": 8,
+          "BMI Category": "Normal",
+          "Blood Pressure": "125/80",
+          "Heart Rate": 72,
+          "Daily Steps": 5000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "024",
+        "features": {
+          "Person ID": 132,
+          "Gender": "Male",
+          "Age": 38,
+          "Occupation": "Lawyer",
+          "Sleep Duration": 7.3,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 60,
+          "Stress Level": 5,
+          "BMI Category": "Normal",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 68,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "025",
+        "features": {
+          "Person ID": 163,
+          "Gender": "Female",
+          "Age": 40,
+          "Occupation": "Accountant",
+          "Sleep Duration": 7.2,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 55,
+          "Stress Level": 6,
+          "BMI Category": "Normal Weight",
+          "Blood Pressure": "119/77",
+          "Heart Rate": 73,
+          "Daily Steps": 7300,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "026",
+        "features": {
+          "Person ID": 355,
+          "Gender": "Female",
+          "Age": 58,
+          "Occupation": "Nurse",
+          "Sleep Duration": 8.0,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 75,
+          "Stress Level": 3,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "140/95",
+          "Heart Rate": 68,
+          "Daily Steps": 7000,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "027",
+        "features": {
+          "Person ID": 271,
+          "Gender": "Female",
+          "Age": 49,
+          "Occupation": "Nurse",
+          "Sleep Duration": 6.1,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 90,
+          "Stress Level": 8,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "140/95",
+          "Heart Rate": 75,
+          "Daily Steps": 10000,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "028",
+        "features": {
+          "Person ID": 217,
+          "Gender": "Male",
+          "Age": 43,
+          "Occupation": "Engineer",
+          "Sleep Duration": 7.8,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 90,
+          "Stress Level": 5,
+          "BMI Category": "Normal",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "029",
+        "features": {
+          "Person ID": 246,
+          "Gender": "Female",
+          "Age": 44,
+          "Occupation": "Teacher",
+          "Sleep Duration": 6.5,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 45,
+          "Stress Level": 4,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "135/90",
+          "Heart Rate": 65,
+          "Daily Steps": 6000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "030",
+        "features": {
+          "Person ID": 352,
+          "Gender": "Female",
+          "Age": 57,
+          "Occupation": "Nurse",
+          "Sleep Duration": 8.1,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 75,
+          "Stress Level": 3,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "140/95",
+          "Heart Rate": 68,
+          "Daily Steps": 7000,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "031",
+        "features": {
+          "Person ID": 26,
+          "Gender": "Male",
+          "Age": 30,
+          "Occupation": "Doctor",
+          "Sleep Duration": 7.9,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 75,
+          "Stress Level": 6,
+          "BMI Category": "Normal",
+          "Blood Pressure": "120/80",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "032",
+        "features": {
+          "Person ID": 54,
+          "Gender": "Male",
+          "Age": 32,
+          "Occupation": "Doctor",
+          "Sleep Duration": 7.6,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 75,
+          "Stress Level": 6,
+          "BMI Category": "Normal",
+          "Blood Pressure": "120/80",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "033",
+        "features": {
+          "Person ID": 57,
+          "Gender": "Male",
+          "Age": 32,
+          "Occupation": "Doctor",
+          "Sleep Duration": 7.7,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 75,
+          "Stress Level": 6,
+          "BMI Category": "Normal",
+          "Blood Pressure": "120/80",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "034",
+        "features": {
+          "Person ID": 358,
+          "Gender": "Female",
+          "Age": 58,
+          "Occupation": "Nurse",
+          "Sleep Duration": 8.0,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 75,
+          "Stress Level": 3,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "140/95",
+          "Heart Rate": 68,
+          "Daily Steps": 7000,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "035",
+        "features": {
+          "Person ID": 337,
+          "Gender": "Female",
+          "Age": 54,
+          "Occupation": "Engineer",
+          "Sleep Duration": 8.4,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 30,
+          "Stress Level": 3,
+          "BMI Category": "Normal",
+          "Blood Pressure": "125/80",
+          "Heart Rate": 65,
+          "Daily Steps": 5000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "036",
+        "features": {
+          "Person ID": 28,
+          "Gender": "Male",
+          "Age": 30,
+          "Occupation": "Doctor",
+          "Sleep Duration": 7.9,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 75,
+          "Stress Level": 6,
+          "BMI Category": "Normal",
+          "Blood Pressure": "120/80",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "037",
+        "features": {
+          "Person ID": 244,
+          "Gender": "Female",
+          "Age": 44,
+          "Occupation": "Teacher",
+          "Sleep Duration": 6.5,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 45,
+          "Stress Level": 4,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "135/90",
+          "Heart Rate": 65,
+          "Daily Steps": 6000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "038",
+        "features": {
+          "Person ID": 147,
+          "Gender": "Male",
+          "Age": 39,
+          "Occupation": "Lawyer",
+          "Sleep Duration": 7.2,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 60,
+          "Stress Level": 5,
+          "BMI Category": "Normal",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 68,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "039",
+        "features": {
+          "Person ID": 309,
+          "Gender": "Female",
+          "Age": 52,
+          "Occupation": "Accountant",
+          "Sleep Duration": 6.6,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 45,
+          "Stress Level": 7,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 72,
+          "Daily Steps": 6000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "040",
+        "features": {
+          "Person ID": 17,
+          "Gender": "Female",
+          "Age": 29,
+          "Occupation": "Nurse",
+          "Sleep Duration": 6.5,
+          "Quality of Sleep": 5,
+          "Physical Activity Level": 40,
+          "Stress Level": 7,
+          "BMI Category": "Normal Weight",
+          "Blood Pressure": "132/87",
+          "Heart Rate": 80,
+          "Daily Steps": 4000,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "041",
+        "features": {
+          "Person ID": 68,
+          "Gender": "Male",
+          "Age": 33,
+          "Occupation": "Doctor",
+          "Sleep Duration": 6.0,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 30,
+          "Stress Level": 8,
+          "BMI Category": "Normal",
+          "Blood Pressure": "125/80",
+          "Heart Rate": 72,
+          "Daily Steps": 5000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "042",
+        "features": {
+          "Person ID": 118,
+          "Gender": "Female",
+          "Age": 37,
+          "Occupation": "Accountant",
+          "Sleep Duration": 7.2,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 60,
+          "Stress Level": 4,
+          "BMI Category": "Normal",
+          "Blood Pressure": "115/75",
+          "Heart Rate": 68,
+          "Daily Steps": 7000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "043",
+        "features": {
+          "Person ID": 241,
+          "Gender": "Female",
+          "Age": 44,
+          "Occupation": "Teacher",
+          "Sleep Duration": 6.5,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 45,
+          "Stress Level": 4,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "135/90",
+          "Heart Rate": 65,
+          "Daily Steps": 6000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "044",
+        "features": {
+          "Person ID": 55,
+          "Gender": "Male",
+          "Age": 32,
+          "Occupation": "Doctor",
+          "Sleep Duration": 6.0,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 30,
+          "Stress Level": 8,
+          "BMI Category": "Normal",
+          "Blood Pressure": "125/80",
+          "Heart Rate": 72,
+          "Daily Steps": 5000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "045",
+        "features": {
+          "Person ID": 229,
+          "Gender": "Female",
+          "Age": 44,
+          "Occupation": "Teacher",
+          "Sleep Duration": 6.6,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 45,
+          "Stress Level": 4,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "135/90",
+          "Heart Rate": 65,
+          "Daily Steps": 6000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "046",
+        "features": {
+          "Person ID": 365,
+          "Gender": "Female",
+          "Age": 59,
+          "Occupation": "Nurse",
+          "Sleep Duration": 8.0,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 75,
+          "Stress Level": 3,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "140/95",
+          "Heart Rate": 68,
+          "Daily Steps": 7000,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "047",
+        "features": {
+          "Person ID": 138,
+          "Gender": "Male",
+          "Age": 38,
+          "Occupation": "Lawyer",
+          "Sleep Duration": 7.1,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 60,
+          "Stress Level": 5,
+          "BMI Category": "Normal",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 68,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "048",
+        "features": {
+          "Person ID": 220,
+          "Gender": "Male",
+          "Age": 43,
+          "Occupation": "Salesperson",
+          "Sleep Duration": 6.5,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 45,
+          "Stress Level": 7,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 72,
+          "Daily Steps": 6000,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "049",
+        "features": {
+          "Person ID": 19,
+          "Gender": "Female",
+          "Age": 29,
+          "Occupation": "Nurse",
+          "Sleep Duration": 6.5,
+          "Quality of Sleep": 5,
+          "Physical Activity Level": 40,
+          "Stress Level": 7,
+          "BMI Category": "Normal Weight",
+          "Blood Pressure": "132/87",
+          "Heart Rate": 80,
+          "Daily Steps": 4000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "050",
+        "features": {
+          "Person ID": 98,
+          "Gender": "Female",
+          "Age": 36,
+          "Occupation": "Accountant",
+          "Sleep Duration": 7.1,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 60,
+          "Stress Level": 4,
+          "BMI Category": "Normal",
+          "Blood Pressure": "115/75",
+          "Heart Rate": 68,
+          "Daily Steps": 7000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "051",
+        "features": {
+          "Person ID": 231,
+          "Gender": "Female",
+          "Age": 44,
+          "Occupation": "Teacher",
+          "Sleep Duration": 6.6,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 45,
+          "Stress Level": 4,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "135/90",
+          "Heart Rate": 65,
+          "Daily Steps": 6000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "052",
+        "features": {
+          "Person ID": 7,
+          "Gender": "Male",
+          "Age": 29,
+          "Occupation": "Teacher",
+          "Sleep Duration": 6.3,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 40,
+          "Stress Level": 7,
+          "BMI Category": "Obese",
+          "Blood Pressure": "140/90",
+          "Heart Rate": 82,
+          "Daily Steps": 3500,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "053",
+        "features": {
+          "Person ID": 225,
+          "Gender": "Female",
+          "Age": 44,
+          "Occupation": "Teacher",
+          "Sleep Duration": 6.6,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 45,
+          "Stress Level": 4,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "135/90",
+          "Heart Rate": 65,
+          "Daily Steps": 6000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "054",
+        "features": {
+          "Person ID": 272,
+          "Gender": "Female",
+          "Age": 49,
+          "Occupation": "Nurse",
+          "Sleep Duration": 6.1,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 90,
+          "Stress Level": 8,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "140/95",
+          "Heart Rate": 75,
+          "Daily Steps": 10000,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "055",
+        "features": {
+          "Person ID": 129,
+          "Gender": "Male",
+          "Age": 38,
+          "Occupation": "Lawyer",
+          "Sleep Duration": 7.3,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 60,
+          "Stress Level": 5,
+          "BMI Category": "Normal",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 68,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "056",
+        "features": {
+          "Person ID": 261,
+          "Gender": "Female",
+          "Age": 45,
+          "Occupation": "Teacher",
+          "Sleep Duration": 6.6,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 45,
+          "Stress Level": 4,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "135/90",
+          "Heart Rate": 65,
+          "Daily Steps": 6000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "057",
+        "features": {
+          "Person ID": 342,
+          "Gender": "Female",
+          "Age": 56,
+          "Occupation": "Doctor",
+          "Sleep Duration": 8.2,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 90,
+          "Stress Level": 3,
+          "BMI Category": "Normal Weight",
+          "Blood Pressure": "118/75",
+          "Heart Rate": 65,
+          "Daily Steps": 10000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "058",
+        "features": {
+          "Person ID": 182,
+          "Gender": "Male",
+          "Age": 42,
+          "Occupation": "Lawyer",
+          "Sleep Duration": 7.8,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 90,
+          "Stress Level": 5,
+          "BMI Category": "Normal",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "059",
+        "features": {
+          "Person ID": 209,
+          "Gender": "Male",
+          "Age": 43,
+          "Occupation": "Engineer",
+          "Sleep Duration": 7.7,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 90,
+          "Stress Level": 5,
+          "BMI Category": "Normal",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "060",
+        "features": {
+          "Person ID": 193,
+          "Gender": "Male",
+          "Age": 43,
+          "Occupation": "Salesperson",
+          "Sleep Duration": 6.5,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 45,
+          "Stress Level": 7,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 72,
+          "Daily Steps": 6000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "061",
+        "features": {
+          "Person ID": 62,
+          "Gender": "Male",
+          "Age": 32,
+          "Occupation": "Doctor",
+          "Sleep Duration": 6.0,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 30,
+          "Stress Level": 8,
+          "BMI Category": "Normal",
+          "Blood Pressure": "125/80",
+          "Heart Rate": 72,
+          "Daily Steps": 5000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "062",
+        "features": {
+          "Person ID": 151,
+          "Gender": "Female",
+          "Age": 39,
+          "Occupation": "Accountant",
+          "Sleep Duration": 8.0,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 80,
+          "Stress Level": 3,
+          "BMI Category": "Normal Weight",
+          "Blood Pressure": "115/78",
+          "Heart Rate": 67,
+          "Daily Steps": 7500,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "063",
+        "features": {
+          "Person ID": 277,
+          "Gender": "Male",
+          "Age": 49,
+          "Occupation": "Doctor",
+          "Sleep Duration": 8.1,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 85,
+          "Stress Level": 3,
+          "BMI Category": "Obese",
+          "Blood Pressure": "139/91",
+          "Heart Rate": 86,
+          "Daily Steps": 3700,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "064",
+        "features": {
+          "Person ID": 257,
+          "Gender": "Female",
+          "Age": 45,
+          "Occupation": "Teacher",
+          "Sleep Duration": 6.6,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 45,
+          "Stress Level": 4,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "135/90",
+          "Heart Rate": 65,
+          "Daily Steps": 6000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "065",
+        "features": {
+          "Person ID": 264,
+          "Gender": "Female",
+          "Age": 45,
+          "Occupation": "Manager",
+          "Sleep Duration": 6.9,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 55,
+          "Stress Level": 5,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "125/82",
+          "Heart Rate": 75,
+          "Daily Steps": 5500,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "066",
+        "features": {
+          "Person ID": 253,
+          "Gender": "Female",
+          "Age": 45,
+          "Occupation": "Teacher",
+          "Sleep Duration": 6.5,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 45,
+          "Stress Level": 4,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "135/90",
+          "Heart Rate": 65,
+          "Daily Steps": 6000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "067",
+        "features": {
+          "Person ID": 207,
+          "Gender": "Male",
+          "Age": 43,
+          "Occupation": "Engineer",
+          "Sleep Duration": 7.7,
+          "Quality of Sleep": 8,
+          "Physical Activity Level": 90,
+          "Stress Level": 5,
+          "BMI Category": "Normal",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "068",
+        "features": {
+          "Person ID": 254,
+          "Gender": "Female",
+          "Age": 45,
+          "Occupation": "Teacher",
+          "Sleep Duration": 6.5,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 45,
+          "Stress Level": 4,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "135/90",
+          "Heart Rate": 65,
+          "Daily Steps": 6000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "069",
+        "features": {
+          "Person ID": 224,
+          "Gender": "Male",
+          "Age": 44,
+          "Occupation": "Salesperson",
+          "Sleep Duration": 6.4,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 45,
+          "Stress Level": 7,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 72,
+          "Daily Steps": 6000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "070",
+        "features": {
+          "Person ID": 20,
+          "Gender": "Male",
+          "Age": 30,
+          "Occupation": "Doctor",
+          "Sleep Duration": 7.6,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 75,
+          "Stress Level": 6,
+          "BMI Category": "Normal",
+          "Blood Pressure": "120/80",
+          "Heart Rate": 70,
+          "Daily Steps": 8000,
+          "Sleep Disorder": "No Disorder"
+        }
+      },
+      {
+        "scenario_id": "071",
+        "features": {
+          "Person ID": 305,
+          "Gender": "Female",
+          "Age": 51,
+          "Occupation": "Nurse",
+          "Sleep Duration": 6.1,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 90,
+          "Stress Level": 8,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "140/95",
+          "Heart Rate": 75,
+          "Daily Steps": 10000,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "072",
+        "features": {
+          "Person ID": 341,
+          "Gender": "Female",
+          "Age": 55,
+          "Occupation": "Nurse",
+          "Sleep Duration": 8.1,
+          "Quality of Sleep": 9,
+          "Physical Activity Level": 75,
+          "Stress Level": 4,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "140/95",
+          "Heart Rate": 72,
+          "Daily Steps": 5000,
+          "Sleep Disorder": "Sleep Apnea"
+        }
+      },
+      {
+        "scenario_id": "073",
+        "features": {
+          "Person ID": 260,
+          "Gender": "Female",
+          "Age": 45,
+          "Occupation": "Teacher",
+          "Sleep Duration": 6.6,
+          "Quality of Sleep": 7,
+          "Physical Activity Level": 45,
+          "Stress Level": 4,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "135/90",
+          "Heart Rate": 65,
+          "Daily Steps": 6000,
+          "Sleep Disorder": "Insomnia"
+        }
+      },
+      {
+        "scenario_id": "074",
+        "features": {
+          "Person ID": 197,
+          "Gender": "Male",
+          "Age": 43,
+          "Occupation": "Salesperson",
+          "Sleep Duration": 6.5,
+          "Quality of Sleep": 6,
+          "Physical Activity Level": 45,
+          "Stress Level": 7,
+          "BMI Category": "Overweight",
+          "Blood Pressure": "130/85",
+          "Heart Rate": 72,
+          "Daily Steps": 6000,
+          "Sleep Disorder": "Insomnia"
+        }
+      }
+    ],
+    "target_column": "Sleep Disorder",
+    "task_sub_type": "classification",
+    "ranking_ground_truth": {
+      "top_k_ids": [
+        "004",
+        "006",
+        "010",
+        "029",
+        "037",
+        "043",
+        "045",
+        "051",
+        "052",
+        "053",
+        "056",
+        "064",
+        "066",
+        "068",
+        "073"
+      ]
     },
-    "final_decision": {},
-    "what_if": {},
-    "ground_truth": {
-        "extracted_features": [
-            {
-                "scenario_id": "001",
-                "features": {
-                    "Person ID": 373,
-                    "Gender": "Female",
-                    "Age": 59,
-                    "Occupation": "Nurse",
-                    "Sleep Duration": 8.1,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 75,
-                    "Stress Level": 3,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "140/95",
-                    "Heart Rate": 68,
-                    "Daily Steps": 7000,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "002",
-                "features": {
-                    "Person ID": 314,
-                    "Gender": "Female",
-                    "Age": 52,
-                    "Occupation": "Engineer",
-                    "Sleep Duration": 8.4,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 30,
-                    "Stress Level": 3,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "125/80",
-                    "Heart Rate": 65,
-                    "Daily Steps": 5000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "003",
-                "features": {
-                    "Person ID": 208,
-                    "Gender": "Male",
-                    "Age": 43,
-                    "Occupation": "Engineer",
-                    "Sleep Duration": 7.7,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 90,
-                    "Stress Level": 5,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "004",
-                "features": {
-                    "Person ID": 106,
-                    "Gender": "Male",
-                    "Age": 36,
-                    "Occupation": "Teacher",
-                    "Sleep Duration": 6.6,
-                    "Quality of Sleep": 5,
-                    "Physical Activity Level": 35,
-                    "Stress Level": 7,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "129/84",
-                    "Heart Rate": 74,
-                    "Daily Steps": 4800,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "005",
-                "features": {
-                    "Person ID": 78,
-                    "Gender": "Male",
-                    "Age": 33,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 6.0,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 30,
-                    "Stress Level": 8,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "125/80",
-                    "Heart Rate": 72,
-                    "Daily Steps": 5000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "006",
-                "features": {
-                    "Person ID": 227,
-                    "Gender": "Female",
-                    "Age": 44,
-                    "Occupation": "Teacher",
-                    "Sleep Duration": 6.6,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 4,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "135/90",
-                    "Heart Rate": 65,
-                    "Daily Steps": 6000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "007",
-                "features": {
-                    "Person ID": 86,
-                    "Gender": "Female",
-                    "Age": 35,
-                    "Occupation": "Accountant",
-                    "Sleep Duration": 7.2,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 60,
-                    "Stress Level": 4,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "115/75",
-                    "Heart Rate": 68,
-                    "Daily Steps": 7000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "008",
-                "features": {
-                    "Person ID": 183,
-                    "Gender": "Male",
-                    "Age": 42,
-                    "Occupation": "Lawyer",
-                    "Sleep Duration": 7.8,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 90,
-                    "Stress Level": 5,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "009",
-                "features": {
-                    "Person ID": 294,
-                    "Gender": "Female",
-                    "Age": 50,
-                    "Occupation": "Nurse",
-                    "Sleep Duration": 6.0,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 90,
-                    "Stress Level": 8,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "140/95",
-                    "Heart Rate": 75,
-                    "Daily Steps": 10000,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "010",
-                "features": {
-                    "Person ID": 252,
-                    "Gender": "Female",
-                    "Age": 45,
-                    "Occupation": "Teacher",
-                    "Sleep Duration": 6.8,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 30,
-                    "Stress Level": 6,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "135/90",
-                    "Heart Rate": 65,
-                    "Daily Steps": 6000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "011",
-                "features": {
-                    "Person ID": 302,
-                    "Gender": "Female",
-                    "Age": 51,
-                    "Occupation": "Engineer",
-                    "Sleep Duration": 8.5,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 30,
-                    "Stress Level": 3,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "125/80",
-                    "Heart Rate": 65,
-                    "Daily Steps": 5000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "012",
-                "features": {
-                    "Person ID": 60,
-                    "Gender": "Male",
-                    "Age": 32,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 7.7,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 75,
-                    "Stress Level": 6,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "120/80",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "013",
-                "features": {
-                    "Person ID": 144,
-                    "Gender": "Female",
-                    "Age": 38,
-                    "Occupation": "Accountant",
-                    "Sleep Duration": 7.1,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 60,
-                    "Stress Level": 4,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "115/75",
-                    "Heart Rate": 68,
-                    "Daily Steps": 7000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "014",
-                "features": {
-                    "Person ID": 192,
-                    "Gender": "Male",
-                    "Age": 43,
-                    "Occupation": "Salesperson",
-                    "Sleep Duration": 6.4,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 7,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 72,
-                    "Daily Steps": 6000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "015",
-                "features": {
-                    "Person ID": 89,
-                    "Gender": "Male",
-                    "Age": 35,
-                    "Occupation": "Engineer",
-                    "Sleep Duration": 7.3,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 60,
-                    "Stress Level": 4,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "125/80",
-                    "Heart Rate": 65,
-                    "Daily Steps": 5000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "016",
-                "features": {
-                    "Person ID": 104,
-                    "Gender": "Male",
-                    "Age": 36,
-                    "Occupation": "Teacher",
-                    "Sleep Duration": 6.6,
-                    "Quality of Sleep": 5,
-                    "Physical Activity Level": 35,
-                    "Stress Level": 7,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "129/84",
-                    "Heart Rate": 74,
-                    "Daily Steps": 4800,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "017",
-                "features": {
-                    "Person ID": 297,
-                    "Gender": "Female",
-                    "Age": 50,
-                    "Occupation": "Nurse",
-                    "Sleep Duration": 6.1,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 90,
-                    "Stress Level": 8,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "140/95",
-                    "Heart Rate": 75,
-                    "Daily Steps": 10000,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "018",
-                "features": {
-                    "Person ID": 90,
-                    "Gender": "Male",
-                    "Age": 35,
-                    "Occupation": "Engineer",
-                    "Sleep Duration": 7.3,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 60,
-                    "Stress Level": 4,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "125/80",
-                    "Heart Rate": 65,
-                    "Daily Steps": 5000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "019",
-                "features": {
-                    "Person ID": 111,
-                    "Gender": "Female",
-                    "Age": 37,
-                    "Occupation": "Accountant",
-                    "Sleep Duration": 7.2,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 60,
-                    "Stress Level": 4,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "115/75",
-                    "Heart Rate": 68,
-                    "Daily Steps": 7000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "020",
-                "features": {
-                    "Person ID": 194,
-                    "Gender": "Male",
-                    "Age": 43,
-                    "Occupation": "Salesperson",
-                    "Sleep Duration": 6.5,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 7,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 72,
-                    "Daily Steps": 6000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "021",
-                "features": {
-                    "Person ID": 143,
-                    "Gender": "Female",
-                    "Age": 38,
-                    "Occupation": "Accountant",
-                    "Sleep Duration": 7.1,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 60,
-                    "Stress Level": 4,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "115/75",
-                    "Heart Rate": 68,
-                    "Daily Steps": 7000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "022",
-                "features": {
-                    "Person ID": 76,
-                    "Gender": "Male",
-                    "Age": 33,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 6.0,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 30,
-                    "Stress Level": 8,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "125/80",
-                    "Heart Rate": 72,
-                    "Daily Steps": 5000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "023",
-                "features": {
-                    "Person ID": 56,
-                    "Gender": "Male",
-                    "Age": 32,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 6.0,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 30,
-                    "Stress Level": 8,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "125/80",
-                    "Heart Rate": 72,
-                    "Daily Steps": 5000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "024",
-                "features": {
-                    "Person ID": 132,
-                    "Gender": "Male",
-                    "Age": 38,
-                    "Occupation": "Lawyer",
-                    "Sleep Duration": 7.3,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 60,
-                    "Stress Level": 5,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 68,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "025",
-                "features": {
-                    "Person ID": 163,
-                    "Gender": "Female",
-                    "Age": 40,
-                    "Occupation": "Accountant",
-                    "Sleep Duration": 7.2,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 55,
-                    "Stress Level": 6,
-                    "BMI Category": "Normal Weight",
-                    "Blood Pressure": "119/77",
-                    "Heart Rate": 73,
-                    "Daily Steps": 7300,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "026",
-                "features": {
-                    "Person ID": 355,
-                    "Gender": "Female",
-                    "Age": 58,
-                    "Occupation": "Nurse",
-                    "Sleep Duration": 8.0,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 75,
-                    "Stress Level": 3,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "140/95",
-                    "Heart Rate": 68,
-                    "Daily Steps": 7000,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "027",
-                "features": {
-                    "Person ID": 271,
-                    "Gender": "Female",
-                    "Age": 49,
-                    "Occupation": "Nurse",
-                    "Sleep Duration": 6.1,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 90,
-                    "Stress Level": 8,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "140/95",
-                    "Heart Rate": 75,
-                    "Daily Steps": 10000,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "028",
-                "features": {
-                    "Person ID": 217,
-                    "Gender": "Male",
-                    "Age": 43,
-                    "Occupation": "Engineer",
-                    "Sleep Duration": 7.8,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 90,
-                    "Stress Level": 5,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "029",
-                "features": {
-                    "Person ID": 246,
-                    "Gender": "Female",
-                    "Age": 44,
-                    "Occupation": "Teacher",
-                    "Sleep Duration": 6.5,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 4,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "135/90",
-                    "Heart Rate": 65,
-                    "Daily Steps": 6000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "030",
-                "features": {
-                    "Person ID": 352,
-                    "Gender": "Female",
-                    "Age": 57,
-                    "Occupation": "Nurse",
-                    "Sleep Duration": 8.1,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 75,
-                    "Stress Level": 3,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "140/95",
-                    "Heart Rate": 68,
-                    "Daily Steps": 7000,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "031",
-                "features": {
-                    "Person ID": 26,
-                    "Gender": "Male",
-                    "Age": 30,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 7.9,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 75,
-                    "Stress Level": 6,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "120/80",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "032",
-                "features": {
-                    "Person ID": 54,
-                    "Gender": "Male",
-                    "Age": 32,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 7.6,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 75,
-                    "Stress Level": 6,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "120/80",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "033",
-                "features": {
-                    "Person ID": 57,
-                    "Gender": "Male",
-                    "Age": 32,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 7.7,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 75,
-                    "Stress Level": 6,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "120/80",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "034",
-                "features": {
-                    "Person ID": 358,
-                    "Gender": "Female",
-                    "Age": 58,
-                    "Occupation": "Nurse",
-                    "Sleep Duration": 8.0,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 75,
-                    "Stress Level": 3,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "140/95",
-                    "Heart Rate": 68,
-                    "Daily Steps": 7000,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "035",
-                "features": {
-                    "Person ID": 337,
-                    "Gender": "Female",
-                    "Age": 54,
-                    "Occupation": "Engineer",
-                    "Sleep Duration": 8.4,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 30,
-                    "Stress Level": 3,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "125/80",
-                    "Heart Rate": 65,
-                    "Daily Steps": 5000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "036",
-                "features": {
-                    "Person ID": 28,
-                    "Gender": "Male",
-                    "Age": 30,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 7.9,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 75,
-                    "Stress Level": 6,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "120/80",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "037",
-                "features": {
-                    "Person ID": 244,
-                    "Gender": "Female",
-                    "Age": 44,
-                    "Occupation": "Teacher",
-                    "Sleep Duration": 6.5,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 4,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "135/90",
-                    "Heart Rate": 65,
-                    "Daily Steps": 6000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "038",
-                "features": {
-                    "Person ID": 147,
-                    "Gender": "Male",
-                    "Age": 39,
-                    "Occupation": "Lawyer",
-                    "Sleep Duration": 7.2,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 60,
-                    "Stress Level": 5,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 68,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "039",
-                "features": {
-                    "Person ID": 309,
-                    "Gender": "Female",
-                    "Age": 52,
-                    "Occupation": "Accountant",
-                    "Sleep Duration": 6.6,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 7,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 72,
-                    "Daily Steps": 6000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "040",
-                "features": {
-                    "Person ID": 17,
-                    "Gender": "Female",
-                    "Age": 29,
-                    "Occupation": "Nurse",
-                    "Sleep Duration": 6.5,
-                    "Quality of Sleep": 5,
-                    "Physical Activity Level": 40,
-                    "Stress Level": 7,
-                    "BMI Category": "Normal Weight",
-                    "Blood Pressure": "132/87",
-                    "Heart Rate": 80,
-                    "Daily Steps": 4000,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "041",
-                "features": {
-                    "Person ID": 68,
-                    "Gender": "Male",
-                    "Age": 33,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 6.0,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 30,
-                    "Stress Level": 8,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "125/80",
-                    "Heart Rate": 72,
-                    "Daily Steps": 5000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "042",
-                "features": {
-                    "Person ID": 118,
-                    "Gender": "Female",
-                    "Age": 37,
-                    "Occupation": "Accountant",
-                    "Sleep Duration": 7.2,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 60,
-                    "Stress Level": 4,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "115/75",
-                    "Heart Rate": 68,
-                    "Daily Steps": 7000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "043",
-                "features": {
-                    "Person ID": 241,
-                    "Gender": "Female",
-                    "Age": 44,
-                    "Occupation": "Teacher",
-                    "Sleep Duration": 6.5,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 4,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "135/90",
-                    "Heart Rate": 65,
-                    "Daily Steps": 6000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "044",
-                "features": {
-                    "Person ID": 55,
-                    "Gender": "Male",
-                    "Age": 32,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 6.0,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 30,
-                    "Stress Level": 8,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "125/80",
-                    "Heart Rate": 72,
-                    "Daily Steps": 5000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "045",
-                "features": {
-                    "Person ID": 229,
-                    "Gender": "Female",
-                    "Age": 44,
-                    "Occupation": "Teacher",
-                    "Sleep Duration": 6.6,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 4,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "135/90",
-                    "Heart Rate": 65,
-                    "Daily Steps": 6000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "046",
-                "features": {
-                    "Person ID": 365,
-                    "Gender": "Female",
-                    "Age": 59,
-                    "Occupation": "Nurse",
-                    "Sleep Duration": 8.0,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 75,
-                    "Stress Level": 3,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "140/95",
-                    "Heart Rate": 68,
-                    "Daily Steps": 7000,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "047",
-                "features": {
-                    "Person ID": 138,
-                    "Gender": "Male",
-                    "Age": 38,
-                    "Occupation": "Lawyer",
-                    "Sleep Duration": 7.1,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 60,
-                    "Stress Level": 5,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 68,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "048",
-                "features": {
-                    "Person ID": 220,
-                    "Gender": "Male",
-                    "Age": 43,
-                    "Occupation": "Salesperson",
-                    "Sleep Duration": 6.5,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 7,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 72,
-                    "Daily Steps": 6000,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "049",
-                "features": {
-                    "Person ID": 19,
-                    "Gender": "Female",
-                    "Age": 29,
-                    "Occupation": "Nurse",
-                    "Sleep Duration": 6.5,
-                    "Quality of Sleep": 5,
-                    "Physical Activity Level": 40,
-                    "Stress Level": 7,
-                    "BMI Category": "Normal Weight",
-                    "Blood Pressure": "132/87",
-                    "Heart Rate": 80,
-                    "Daily Steps": 4000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "050",
-                "features": {
-                    "Person ID": 98,
-                    "Gender": "Female",
-                    "Age": 36,
-                    "Occupation": "Accountant",
-                    "Sleep Duration": 7.1,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 60,
-                    "Stress Level": 4,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "115/75",
-                    "Heart Rate": 68,
-                    "Daily Steps": 7000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "051",
-                "features": {
-                    "Person ID": 231,
-                    "Gender": "Female",
-                    "Age": 44,
-                    "Occupation": "Teacher",
-                    "Sleep Duration": 6.6,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 4,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "135/90",
-                    "Heart Rate": 65,
-                    "Daily Steps": 6000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "052",
-                "features": {
-                    "Person ID": 7,
-                    "Gender": "Male",
-                    "Age": 29,
-                    "Occupation": "Teacher",
-                    "Sleep Duration": 6.3,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 40,
-                    "Stress Level": 7,
-                    "BMI Category": "Obese",
-                    "Blood Pressure": "140/90",
-                    "Heart Rate": 82,
-                    "Daily Steps": 3500,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "053",
-                "features": {
-                    "Person ID": 225,
-                    "Gender": "Female",
-                    "Age": 44,
-                    "Occupation": "Teacher",
-                    "Sleep Duration": 6.6,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 4,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "135/90",
-                    "Heart Rate": 65,
-                    "Daily Steps": 6000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "054",
-                "features": {
-                    "Person ID": 272,
-                    "Gender": "Female",
-                    "Age": 49,
-                    "Occupation": "Nurse",
-                    "Sleep Duration": 6.1,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 90,
-                    "Stress Level": 8,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "140/95",
-                    "Heart Rate": 75,
-                    "Daily Steps": 10000,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "055",
-                "features": {
-                    "Person ID": 129,
-                    "Gender": "Male",
-                    "Age": 38,
-                    "Occupation": "Lawyer",
-                    "Sleep Duration": 7.3,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 60,
-                    "Stress Level": 5,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 68,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "056",
-                "features": {
-                    "Person ID": 261,
-                    "Gender": "Female",
-                    "Age": 45,
-                    "Occupation": "Teacher",
-                    "Sleep Duration": 6.6,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 4,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "135/90",
-                    "Heart Rate": 65,
-                    "Daily Steps": 6000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "057",
-                "features": {
-                    "Person ID": 342,
-                    "Gender": "Female",
-                    "Age": 56,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 8.2,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 90,
-                    "Stress Level": 3,
-                    "BMI Category": "Normal Weight",
-                    "Blood Pressure": "118/75",
-                    "Heart Rate": 65,
-                    "Daily Steps": 10000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "058",
-                "features": {
-                    "Person ID": 182,
-                    "Gender": "Male",
-                    "Age": 42,
-                    "Occupation": "Lawyer",
-                    "Sleep Duration": 7.8,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 90,
-                    "Stress Level": 5,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "059",
-                "features": {
-                    "Person ID": 209,
-                    "Gender": "Male",
-                    "Age": 43,
-                    "Occupation": "Engineer",
-                    "Sleep Duration": 7.7,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 90,
-                    "Stress Level": 5,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "060",
-                "features": {
-                    "Person ID": 193,
-                    "Gender": "Male",
-                    "Age": 43,
-                    "Occupation": "Salesperson",
-                    "Sleep Duration": 6.5,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 7,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 72,
-                    "Daily Steps": 6000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "061",
-                "features": {
-                    "Person ID": 62,
-                    "Gender": "Male",
-                    "Age": 32,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 6.0,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 30,
-                    "Stress Level": 8,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "125/80",
-                    "Heart Rate": 72,
-                    "Daily Steps": 5000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "062",
-                "features": {
-                    "Person ID": 151,
-                    "Gender": "Female",
-                    "Age": 39,
-                    "Occupation": "Accountant",
-                    "Sleep Duration": 8.0,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 80,
-                    "Stress Level": 3,
-                    "BMI Category": "Normal Weight",
-                    "Blood Pressure": "115/78",
-                    "Heart Rate": 67,
-                    "Daily Steps": 7500,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "063",
-                "features": {
-                    "Person ID": 277,
-                    "Gender": "Male",
-                    "Age": 49,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 8.1,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 85,
-                    "Stress Level": 3,
-                    "BMI Category": "Obese",
-                    "Blood Pressure": "139/91",
-                    "Heart Rate": 86,
-                    "Daily Steps": 3700,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "064",
-                "features": {
-                    "Person ID": 257,
-                    "Gender": "Female",
-                    "Age": 45,
-                    "Occupation": "Teacher",
-                    "Sleep Duration": 6.6,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 4,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "135/90",
-                    "Heart Rate": 65,
-                    "Daily Steps": 6000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "065",
-                "features": {
-                    "Person ID": 264,
-                    "Gender": "Female",
-                    "Age": 45,
-                    "Occupation": "Manager",
-                    "Sleep Duration": 6.9,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 55,
-                    "Stress Level": 5,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "125/82",
-                    "Heart Rate": 75,
-                    "Daily Steps": 5500,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "066",
-                "features": {
-                    "Person ID": 253,
-                    "Gender": "Female",
-                    "Age": 45,
-                    "Occupation": "Teacher",
-                    "Sleep Duration": 6.5,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 4,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "135/90",
-                    "Heart Rate": 65,
-                    "Daily Steps": 6000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "067",
-                "features": {
-                    "Person ID": 207,
-                    "Gender": "Male",
-                    "Age": 43,
-                    "Occupation": "Engineer",
-                    "Sleep Duration": 7.7,
-                    "Quality of Sleep": 8,
-                    "Physical Activity Level": 90,
-                    "Stress Level": 5,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "068",
-                "features": {
-                    "Person ID": 254,
-                    "Gender": "Female",
-                    "Age": 45,
-                    "Occupation": "Teacher",
-                    "Sleep Duration": 6.5,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 4,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "135/90",
-                    "Heart Rate": 65,
-                    "Daily Steps": 6000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "069",
-                "features": {
-                    "Person ID": 224,
-                    "Gender": "Male",
-                    "Age": 44,
-                    "Occupation": "Salesperson",
-                    "Sleep Duration": 6.4,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 7,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 72,
-                    "Daily Steps": 6000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "070",
-                "features": {
-                    "Person ID": 20,
-                    "Gender": "Male",
-                    "Age": 30,
-                    "Occupation": "Doctor",
-                    "Sleep Duration": 7.6,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 75,
-                    "Stress Level": 6,
-                    "BMI Category": "Normal",
-                    "Blood Pressure": "120/80",
-                    "Heart Rate": 70,
-                    "Daily Steps": 8000,
-                    "Sleep Disorder": null
-                }
-            },
-            {
-                "scenario_id": "071",
-                "features": {
-                    "Person ID": 305,
-                    "Gender": "Female",
-                    "Age": 51,
-                    "Occupation": "Nurse",
-                    "Sleep Duration": 6.1,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 90,
-                    "Stress Level": 8,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "140/95",
-                    "Heart Rate": 75,
-                    "Daily Steps": 10000,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "072",
-                "features": {
-                    "Person ID": 341,
-                    "Gender": "Female",
-                    "Age": 55,
-                    "Occupation": "Nurse",
-                    "Sleep Duration": 8.1,
-                    "Quality of Sleep": 9,
-                    "Physical Activity Level": 75,
-                    "Stress Level": 4,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "140/95",
-                    "Heart Rate": 72,
-                    "Daily Steps": 5000,
-                    "Sleep Disorder": "Sleep Apnea"
-                }
-            },
-            {
-                "scenario_id": "073",
-                "features": {
-                    "Person ID": 260,
-                    "Gender": "Female",
-                    "Age": 45,
-                    "Occupation": "Teacher",
-                    "Sleep Duration": 6.6,
-                    "Quality of Sleep": 7,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 4,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "135/90",
-                    "Heart Rate": 65,
-                    "Daily Steps": 6000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            },
-            {
-                "scenario_id": "074",
-                "features": {
-                    "Person ID": 197,
-                    "Gender": "Male",
-                    "Age": 43,
-                    "Occupation": "Salesperson",
-                    "Sleep Duration": 6.5,
-                    "Quality of Sleep": 6,
-                    "Physical Activity Level": 45,
-                    "Stress Level": 7,
-                    "BMI Category": "Overweight",
-                    "Blood Pressure": "130/85",
-                    "Heart Rate": 72,
-                    "Daily Steps": 6000,
-                    "Sleep Disorder": "Insomnia"
-                }
-            }
-        ],
-        "target_column": "Sleep Disorder",
-        "task_sub_type": "classification",
-        "ranking_ground_truth": {
-            "top_k_ids": [
-                "004",
-                "006",
-                "010",
-                "029",
-                "037",
-                "043",
-                "045",
-                "051",
-                "052",
-                "053",
-                "056",
-                "064",
-                "066",
-                "068",
-                "073"
-            ]
-        },
-        "active_filters": [
-            {
-                "col": "Occupation",
-                "op": "==",
-                "val": "Teacher"
-            }
-        ],
-        "target_class_value": "insomnia"
-    },
-    "response": "",
-    "evaluation_score": {}
-}
\ No newline at end of file
+    "active_filters": [
+      {
+        "col": "Occupation",
+        "op": "==",
+        "val": "Teacher"
+      }
+    ],
+    "target_class_value": "insomnia"
+  },
+  "response": "",
+  "evaluation_score": {}
+}
diff --git a/ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_008/history.csv b/ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_008/history.csv
index d03508d052731c48f6e6a233222ee05e75d7b02e..19f63611fabe13547946853583ff6e9f32f0a944 100644
--- a/ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_008/history.csv
+++ b/ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_008/history.csv
@@ -1,155 +1,155 @@
 Person ID,Gender,Age,Occupation,Sleep Duration,Quality of Sleep,Physical Activity Level,Stress Level,BMI Category,Blood Pressure,Heart Rate,Daily Steps,Sleep Disorder
-1,Male,27,Software Engineer,6.1,6,42,6,Overweight,126/83,77,4200,
-2,Male,28,Doctor,6.2,6,60,8,Normal,125/80,75,10000,
-3,Male,28,Doctor,6.2,6,60,8,Normal,125/80,75,10000,
+1,Male,27,Software Engineer,6.1,6,42,6,Overweight,126/83,77,4200,No Disorder
+2,Male,28,Doctor,6.2,6,60,8,Normal,125/80,75,10000,No Disorder
+3,Male,28,Doctor,6.2,6,60,8,Normal,125/80,75,10000,No Disorder
 4,Male,28,Sales Representative,5.9,4,30,8,Obese,140/90,85,3000,Sleep Apnea
 5,Male,28,Sales Representative,5.9,4,30,8,Obese,140/90,85,3000,Sleep Apnea
 6,Male,28,Software Engineer,5.9,4,30,8,Obese,140/90,85,3000,Insomnia
-8,Male,29,Doctor,7.8,7,75,6,Normal,120/80,70,8000,
-9,Male,29,Doctor,7.8,7,75,6,Normal,120/80,70,8000,
-10,Male,29,Doctor,7.8,7,75,6,Normal,120/80,70,8000,
-11,Male,29,Doctor,6.1,6,30,8,Normal,120/80,70,8000,
-12,Male,29,Doctor,7.8,7,75,6,Normal,120/80,70,8000,
-13,Male,29,Doctor,6.1,6,30,8,Normal,120/80,70,8000,
-14,Male,29,Doctor,6.0,6,30,8,Normal,120/80,70,8000,
-15,Male,29,Doctor,6.0,6,30,8,Normal,120/80,70,8000,
-16,Male,29,Doctor,6.0,6,30,8,Normal,120/80,70,8000,
+8,Male,29,Doctor,7.8,7,75,6,Normal,120/80,70,8000,No Disorder
+9,Male,29,Doctor,7.8,7,75,6,Normal,120/80,70,8000,No Disorder
+10,Male,29,Doctor,7.8,7,75,6,Normal,120/80,70,8000,No Disorder
+11,Male,29,Doctor,6.1,6,30,8,Normal,120/80,70,8000,No Disorder
+12,Male,29,Doctor,7.8,7,75,6,Normal,120/80,70,8000,No Disorder
+13,Male,29,Doctor,6.1,6,30,8,Normal,120/80,70,8000,No Disorder
+14,Male,29,Doctor,6.0,6,30,8,Normal,120/80,70,8000,No Disorder
+15,Male,29,Doctor,6.0,6,30,8,Normal,120/80,70,8000,No Disorder
+16,Male,29,Doctor,6.0,6,30,8,Normal,120/80,70,8000,No Disorder
 18,Male,29,Doctor,6.0,6,30,8,Normal,120/80,70,8000,Sleep Apnea
-21,Male,30,Doctor,7.7,7,75,6,Normal,120/80,70,8000,
-22,Male,30,Doctor,7.7,7,75,6,Normal,120/80,70,8000,
-23,Male,30,Doctor,7.7,7,75,6,Normal,120/80,70,8000,
-24,Male,30,Doctor,7.7,7,75,6,Normal,120/80,70,8000,
-25,Male,30,Doctor,7.8,7,75,6,Normal,120/80,70,8000,
-27,Male,30,Doctor,7.8,7,75,6,Normal,120/80,70,8000,
-29,Male,30,Doctor,7.9,7,75,6,Normal,120/80,70,8000,
-30,Male,30,Doctor,7.9,7,75,6,Normal,120/80,70,8000,
+21,Male,30,Doctor,7.7,7,75,6,Normal,120/80,70,8000,No Disorder
+22,Male,30,Doctor,7.7,7,75,6,Normal,120/80,70,8000,No Disorder
+23,Male,30,Doctor,7.7,7,75,6,Normal,120/80,70,8000,No Disorder
+24,Male,30,Doctor,7.7,7,75,6,Normal,120/80,70,8000,No Disorder
+25,Male,30,Doctor,7.8,7,75,6,Normal,120/80,70,8000,No Disorder
+27,Male,30,Doctor,7.8,7,75,6,Normal,120/80,70,8000,No Disorder
+29,Male,30,Doctor,7.9,7,75,6,Normal,120/80,70,8000,No Disorder
+30,Male,30,Doctor,7.9,7,75,6,Normal,120/80,70,8000,No Disorder
 31,Female,30,Nurse,6.4,5,35,7,Normal Weight,130/86,78,4100,Sleep Apnea
 32,Female,30,Nurse,6.4,5,35,7,Normal Weight,130/86,78,4100,Insomnia
-33,Female,31,Nurse,7.9,8,75,4,Normal Weight,117/76,69,6800,
-34,Male,31,Doctor,6.1,6,30,8,Normal,125/80,72,5000,
-35,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,
-36,Male,31,Doctor,6.1,6,30,8,Normal,125/80,72,5000,
-37,Male,31,Doctor,6.1,6,30,8,Normal,125/80,72,5000,
-38,Male,31,Doctor,7.6,7,75,6,Normal,120/80,70,8000,
-39,Male,31,Doctor,7.6,7,75,6,Normal,120/80,70,8000,
-40,Male,31,Doctor,7.6,7,75,6,Normal,120/80,70,8000,
-41,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,
-42,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,
-43,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,
-44,Male,31,Doctor,7.8,7,75,6,Normal,120/80,70,8000,
-45,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,
-46,Male,31,Doctor,7.8,7,75,6,Normal,120/80,70,8000,
-47,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,
-48,Male,31,Doctor,7.8,7,75,6,Normal,120/80,70,8000,
-49,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,
+33,Female,31,Nurse,7.9,8,75,4,Normal Weight,117/76,69,6800,No Disorder
+34,Male,31,Doctor,6.1,6,30,8,Normal,125/80,72,5000,No Disorder
+35,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,No Disorder
+36,Male,31,Doctor,6.1,6,30,8,Normal,125/80,72,5000,No Disorder
+37,Male,31,Doctor,6.1,6,30,8,Normal,125/80,72,5000,No Disorder
+38,Male,31,Doctor,7.6,7,75,6,Normal,120/80,70,8000,No Disorder
+39,Male,31,Doctor,7.6,7,75,6,Normal,120/80,70,8000,No Disorder
+40,Male,31,Doctor,7.6,7,75,6,Normal,120/80,70,8000,No Disorder
+41,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,No Disorder
+42,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,No Disorder
+43,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,No Disorder
+44,Male,31,Doctor,7.8,7,75,6,Normal,120/80,70,8000,No Disorder
+45,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,No Disorder
+46,Male,31,Doctor,7.8,7,75,6,Normal,120/80,70,8000,No Disorder
+47,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,No Disorder
+48,Male,31,Doctor,7.8,7,75,6,Normal,120/80,70,8000,No Disorder
+49,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,No Disorder
 50,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,Sleep Apnea
-51,Male,32,Engineer,7.5,8,45,3,Normal,120/80,70,8000,
-52,Male,32,Engineer,7.5,8,45,3,Normal,120/80,70,8000,
-53,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,
-58,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,
-59,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,
-61,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,
-63,Male,32,Doctor,6.2,6,30,8,Normal,125/80,72,5000,
-64,Male,32,Doctor,6.2,6,30,8,Normal,125/80,72,5000,
-65,Male,32,Doctor,6.2,6,30,8,Normal,125/80,72,5000,
-66,Male,32,Doctor,6.2,6,30,8,Normal,125/80,72,5000,
-67,Male,32,Accountant,7.2,8,50,6,Normal Weight,118/76,68,7000,
-69,Female,33,Scientist,6.2,6,50,6,Overweight,128/85,76,5500,
-70,Female,33,Scientist,6.2,6,50,6,Overweight,128/85,76,5500,
-71,Male,33,Doctor,6.1,6,30,8,Normal,125/80,72,5000,
-72,Male,33,Doctor,6.1,6,30,8,Normal,125/80,72,5000,
-73,Male,33,Doctor,6.1,6,30,8,Normal,125/80,72,5000,
-74,Male,33,Doctor,6.1,6,30,8,Normal,125/80,72,5000,
-75,Male,33,Doctor,6.0,6,30,8,Normal,125/80,72,5000,
-77,Male,33,Doctor,6.0,6,30,8,Normal,125/80,72,5000,
-79,Male,33,Doctor,6.0,6,30,8,Normal,125/80,72,5000,
-80,Male,33,Doctor,6.0,6,30,8,Normal,125/80,72,5000,
+51,Male,32,Engineer,7.5,8,45,3,Normal,120/80,70,8000,No Disorder
+52,Male,32,Engineer,7.5,8,45,3,Normal,120/80,70,8000,No Disorder
+53,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,No Disorder
+58,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,No Disorder
+59,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,No Disorder
+61,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,No Disorder
+63,Male,32,Doctor,6.2,6,30,8,Normal,125/80,72,5000,No Disorder
+64,Male,32,Doctor,6.2,6,30,8,Normal,125/80,72,5000,No Disorder
+65,Male,32,Doctor,6.2,6,30,8,Normal,125/80,72,5000,No Disorder
+66,Male,32,Doctor,6.2,6,30,8,Normal,125/80,72,5000,No Disorder
+67,Male,32,Accountant,7.2,8,50,6,Normal Weight,118/76,68,7000,No Disorder
+69,Female,33,Scientist,6.2,6,50,6,Overweight,128/85,76,5500,No Disorder
+70,Female,33,Scientist,6.2,6,50,6,Overweight,128/85,76,5500,No Disorder
+71,Male,33,Doctor,6.1,6,30,8,Normal,125/80,72,5000,No Disorder
+72,Male,33,Doctor,6.1,6,30,8,Normal,125/80,72,5000,No Disorder
+73,Male,33,Doctor,6.1,6,30,8,Normal,125/80,72,5000,No Disorder
+74,Male,33,Doctor,6.1,6,30,8,Normal,125/80,72,5000,No Disorder
+75,Male,33,Doctor,6.0,6,30,8,Normal,125/80,72,5000,No Disorder
+77,Male,33,Doctor,6.0,6,30,8,Normal,125/80,72,5000,No Disorder
+79,Male,33,Doctor,6.0,6,30,8,Normal,125/80,72,5000,No Disorder
+80,Male,33,Doctor,6.0,6,30,8,Normal,125/80,72,5000,No Disorder
 81,Female,34,Scientist,5.8,4,32,8,Overweight,131/86,81,5200,Sleep Apnea
 82,Female,34,Scientist,5.8,4,32,8,Overweight,131/86,81,5200,Sleep Apnea
-83,Male,35,Teacher,6.7,7,40,5,Overweight,128/84,70,5600,
-84,Male,35,Teacher,6.7,7,40,5,Overweight,128/84,70,5600,
-85,Male,35,Software Engineer,7.5,8,60,5,Normal Weight,120/80,70,8000,
-87,Male,35,Engineer,7.2,8,60,4,Normal,125/80,65,5000,
-88,Male,35,Engineer,7.2,8,60,4,Normal,125/80,65,5000,
-91,Male,35,Engineer,7.3,8,60,4,Normal,125/80,65,5000,
-92,Male,35,Engineer,7.3,8,60,4,Normal,125/80,65,5000,
-93,Male,35,Software Engineer,7.5,8,60,5,Normal Weight,120/80,70,8000,
+83,Male,35,Teacher,6.7,7,40,5,Overweight,128/84,70,5600,No Disorder
+84,Male,35,Teacher,6.7,7,40,5,Overweight,128/84,70,5600,No Disorder
+85,Male,35,Software Engineer,7.5,8,60,5,Normal Weight,120/80,70,8000,No Disorder
+87,Male,35,Engineer,7.2,8,60,4,Normal,125/80,65,5000,No Disorder
+88,Male,35,Engineer,7.2,8,60,4,Normal,125/80,65,5000,No Disorder
+91,Male,35,Engineer,7.3,8,60,4,Normal,125/80,65,5000,No Disorder
+92,Male,35,Engineer,7.3,8,60,4,Normal,125/80,65,5000,No Disorder
+93,Male,35,Software Engineer,7.5,8,60,5,Normal Weight,120/80,70,8000,No Disorder
 94,Male,35,Lawyer,7.4,7,60,5,Obese,135/88,84,3300,Sleep Apnea
 95,Female,36,Accountant,7.2,8,60,4,Normal,115/75,68,7000,Insomnia
-96,Female,36,Accountant,7.1,8,60,4,Normal,115/75,68,7000,
-97,Female,36,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-99,Female,36,Teacher,7.1,8,60,4,Normal,115/75,68,7000,
-100,Female,36,Teacher,7.1,8,60,4,Normal,115/75,68,7000,
-101,Female,36,Teacher,7.2,8,60,4,Normal,115/75,68,7000,
-102,Female,36,Teacher,7.2,8,60,4,Normal,115/75,68,7000,
-103,Female,36,Teacher,7.2,8,60,4,Normal,115/75,68,7000,
+96,Female,36,Accountant,7.1,8,60,4,Normal,115/75,68,7000,No Disorder
+97,Female,36,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+99,Female,36,Teacher,7.1,8,60,4,Normal,115/75,68,7000,No Disorder
+100,Female,36,Teacher,7.1,8,60,4,Normal,115/75,68,7000,No Disorder
+101,Female,36,Teacher,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+102,Female,36,Teacher,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+103,Female,36,Teacher,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
 105,Female,36,Teacher,7.2,8,60,4,Normal,115/75,68,7000,Sleep Apnea
-107,Female,37,Nurse,6.1,6,42,6,Overweight,126/83,77,4200,
-108,Male,37,Engineer,7.8,8,70,4,Normal Weight,120/80,68,7000,
-109,Male,37,Engineer,7.8,8,70,4,Normal Weight,120/80,68,7000,
-110,Male,37,Lawyer,7.4,8,60,5,Normal,130/85,68,8000,
-112,Male,37,Lawyer,7.4,8,60,5,Normal,130/85,68,8000,
-113,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-114,Male,37,Lawyer,7.4,8,60,5,Normal,130/85,68,8000,
-115,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-116,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-117,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-119,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-120,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-121,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-122,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-123,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-124,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-125,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-126,Female,37,Nurse,7.5,8,60,4,Normal Weight,120/80,70,8000,
-127,Male,38,Lawyer,7.3,8,60,5,Normal,130/85,68,8000,
-128,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,
-130,Male,38,Lawyer,7.3,8,60,5,Normal,130/85,68,8000,
-131,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,
-133,Male,38,Lawyer,7.3,8,60,5,Normal,130/85,68,8000,
-134,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,
-135,Male,38,Lawyer,7.3,8,60,5,Normal,130/85,68,8000,
-136,Male,38,Lawyer,7.3,8,60,5,Normal,130/85,68,8000,
-137,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,
-139,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,
-140,Male,38,Lawyer,7.1,8,60,5,Normal,130/85,68,8000,
-141,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,
-142,Male,38,Lawyer,7.1,8,60,5,Normal,130/85,68,8000,
+107,Female,37,Nurse,6.1,6,42,6,Overweight,126/83,77,4200,No Disorder
+108,Male,37,Engineer,7.8,8,70,4,Normal Weight,120/80,68,7000,No Disorder
+109,Male,37,Engineer,7.8,8,70,4,Normal Weight,120/80,68,7000,No Disorder
+110,Male,37,Lawyer,7.4,8,60,5,Normal,130/85,68,8000,No Disorder
+112,Male,37,Lawyer,7.4,8,60,5,Normal,130/85,68,8000,No Disorder
+113,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+114,Male,37,Lawyer,7.4,8,60,5,Normal,130/85,68,8000,No Disorder
+115,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+116,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+117,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+119,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+120,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+121,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+122,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+123,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+124,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+125,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+126,Female,37,Nurse,7.5,8,60,4,Normal Weight,120/80,70,8000,No Disorder
+127,Male,38,Lawyer,7.3,8,60,5,Normal,130/85,68,8000,No Disorder
+128,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,No Disorder
+130,Male,38,Lawyer,7.3,8,60,5,Normal,130/85,68,8000,No Disorder
+131,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,No Disorder
+133,Male,38,Lawyer,7.3,8,60,5,Normal,130/85,68,8000,No Disorder
+134,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,No Disorder
+135,Male,38,Lawyer,7.3,8,60,5,Normal,130/85,68,8000,No Disorder
+136,Male,38,Lawyer,7.3,8,60,5,Normal,130/85,68,8000,No Disorder
+137,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,No Disorder
+139,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,No Disorder
+140,Male,38,Lawyer,7.1,8,60,5,Normal,130/85,68,8000,No Disorder
+141,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,No Disorder
+142,Male,38,Lawyer,7.1,8,60,5,Normal,130/85,68,8000,No Disorder
 145,Male,38,Lawyer,7.1,8,60,5,Normal,130/85,68,8000,Sleep Apnea
 146,Female,38,Lawyer,7.4,7,60,5,Obese,135/88,84,3300,Sleep Apnea
 148,Male,39,Engineer,6.5,5,40,7,Overweight,132/87,80,4000,Insomnia
-149,Female,39,Lawyer,6.9,7,50,6,Normal Weight,128/85,75,5500,
-150,Female,39,Accountant,8.0,9,80,3,Normal Weight,115/78,67,7500,
-152,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,
-153,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,
-154,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,
-155,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,
-156,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,
-157,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,
-158,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,
-159,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,
-160,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,
-161,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,
-162,Female,40,Accountant,7.2,8,55,6,Normal Weight,119/77,73,7300,
-164,Male,40,Lawyer,7.9,8,90,5,Normal,130/85,68,8000,
-165,Male,40,Lawyer,7.9,8,90,5,Normal,130/85,68,8000,
+149,Female,39,Lawyer,6.9,7,50,6,Normal Weight,128/85,75,5500,No Disorder
+150,Female,39,Accountant,8.0,9,80,3,Normal Weight,115/78,67,7500,No Disorder
+152,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,No Disorder
+153,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,No Disorder
+154,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,No Disorder
+155,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,No Disorder
+156,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,No Disorder
+157,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,No Disorder
+158,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,No Disorder
+159,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,No Disorder
+160,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,No Disorder
+161,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,No Disorder
+162,Female,40,Accountant,7.2,8,55,6,Normal Weight,119/77,73,7300,No Disorder
+164,Male,40,Lawyer,7.9,8,90,5,Normal,130/85,68,8000,No Disorder
+165,Male,40,Lawyer,7.9,8,90,5,Normal,130/85,68,8000,No Disorder
 166,Male,41,Lawyer,7.6,8,90,5,Normal,130/85,70,8000,Insomnia
-167,Male,41,Engineer,7.3,8,70,6,Normal Weight,121/79,72,6200,
-168,Male,41,Lawyer,7.1,7,55,6,Overweight,125/82,72,6000,
-169,Male,41,Lawyer,7.1,7,55,6,Overweight,125/82,72,6000,
-170,Male,41,Lawyer,7.7,8,90,5,Normal,130/85,70,8000,
-171,Male,41,Lawyer,7.7,8,90,5,Normal,130/85,70,8000,
-172,Male,41,Lawyer,7.7,8,90,5,Normal,130/85,70,8000,
-173,Male,41,Lawyer,7.7,8,90,5,Normal,130/85,70,8000,
-174,Male,41,Lawyer,7.7,8,90,5,Normal,130/85,70,8000,
-175,Male,41,Lawyer,7.6,8,90,5,Normal,130/85,70,8000,
-176,Male,41,Lawyer,7.6,8,90,5,Normal,130/85,70,8000,
-177,Male,41,Lawyer,7.6,8,90,5,Normal,130/85,70,8000,
+167,Male,41,Engineer,7.3,8,70,6,Normal Weight,121/79,72,6200,No Disorder
+168,Male,41,Lawyer,7.1,7,55,6,Overweight,125/82,72,6000,No Disorder
+169,Male,41,Lawyer,7.1,7,55,6,Overweight,125/82,72,6000,No Disorder
+170,Male,41,Lawyer,7.7,8,90,5,Normal,130/85,70,8000,No Disorder
+171,Male,41,Lawyer,7.7,8,90,5,Normal,130/85,70,8000,No Disorder
+172,Male,41,Lawyer,7.7,8,90,5,Normal,130/85,70,8000,No Disorder
+173,Male,41,Lawyer,7.7,8,90,5,Normal,130/85,70,8000,No Disorder
+174,Male,41,Lawyer,7.7,8,90,5,Normal,130/85,70,8000,No Disorder
+175,Male,41,Lawyer,7.6,8,90,5,Normal,130/85,70,8000,No Disorder
+176,Male,41,Lawyer,7.6,8,90,5,Normal,130/85,70,8000,No Disorder
+177,Male,41,Lawyer,7.6,8,90,5,Normal,130/85,70,8000,No Disorder
 178,Male,42,Salesperson,6.5,6,45,7,Overweight,130/85,72,6000,Insomnia
-179,Male,42,Lawyer,7.8,8,90,5,Normal,130/85,70,8000,
-180,Male,42,Lawyer,7.8,8,90,5,Normal,130/85,70,8000,
-181,Male,42,Lawyer,7.8,8,90,5,Normal,130/85,70,8000,
-184,Male,42,Lawyer,7.8,8,90,5,Normal,130/85,70,8000,
+179,Male,42,Lawyer,7.8,8,90,5,Normal,130/85,70,8000,No Disorder
+180,Male,42,Lawyer,7.8,8,90,5,Normal,130/85,70,8000,No Disorder
+181,Male,42,Lawyer,7.8,8,90,5,Normal,130/85,70,8000,No Disorder
+184,Male,42,Lawyer,7.8,8,90,5,Normal,130/85,70,8000,No Disorder
 185,Female,42,Teacher,6.8,6,45,7,Overweight,130/85,78,5000,Sleep Apnea
 186,Female,42,Teacher,6.8,6,45,7,Overweight,130/85,78,5000,Sleep Apnea
 187,Female,43,Teacher,6.7,7,45,4,Overweight,135/90,65,6000,Insomnia
@@ -165,17 +165,17 @@ Person ID,Gender,Age,Occupation,Sleep Duration,Quality of Sleep,Physical Activit
 201,Male,43,Salesperson,6.5,6,45,7,Overweight,130/85,72,6000,Insomnia
 202,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,Insomnia
 203,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,Insomnia
-204,Male,43,Engineer,6.9,6,47,7,Normal Weight,117/76,69,6800,
-205,Male,43,Engineer,7.6,8,75,4,Overweight,122/80,68,6800,
-206,Male,43,Engineer,7.7,8,90,5,Normal,130/85,70,8000,
-210,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,
-211,Male,43,Engineer,7.7,8,90,5,Normal,130/85,70,8000,
-212,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,
-213,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,
-214,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,
-215,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,
-216,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,
-218,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,
+204,Male,43,Engineer,6.9,6,47,7,Normal Weight,117/76,69,6800,No Disorder
+205,Male,43,Engineer,7.6,8,75,4,Overweight,122/80,68,6800,No Disorder
+206,Male,43,Engineer,7.7,8,90,5,Normal,130/85,70,8000,No Disorder
+210,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,No Disorder
+211,Male,43,Engineer,7.7,8,90,5,Normal,130/85,70,8000,No Disorder
+212,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,No Disorder
+213,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,No Disorder
+214,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,No Disorder
+215,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,No Disorder
+216,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,No Disorder
+218,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,No Disorder
 219,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,Sleep Apnea
 221,Female,44,Teacher,6.6,7,45,4,Overweight,135/90,65,6000,Insomnia
 222,Male,44,Salesperson,6.4,6,45,7,Overweight,130/85,72,6000,Insomnia
@@ -197,19 +197,19 @@ Person ID,Gender,Age,Occupation,Sleep Duration,Quality of Sleep,Physical Activit
 245,Male,44,Salesperson,6.3,6,45,7,Overweight,130/85,72,6000,Insomnia
 247,Male,44,Salesperson,6.3,6,45,7,Overweight,130/85,72,6000,Insomnia
 248,Male,44,Engineer,6.8,7,45,7,Overweight,130/85,78,5000,Insomnia
-249,Male,44,Salesperson,6.4,6,45,7,Overweight,130/85,72,6000,
-250,Male,44,Salesperson,6.5,6,45,7,Overweight,130/85,72,6000,
+249,Male,44,Salesperson,6.4,6,45,7,Overweight,130/85,72,6000,No Disorder
+250,Male,44,Salesperson,6.5,6,45,7,Overweight,130/85,72,6000,No Disorder
 251,Female,45,Teacher,6.8,7,30,6,Overweight,135/90,65,6000,Insomnia
 255,Female,45,Teacher,6.5,7,45,4,Overweight,135/90,65,6000,Insomnia
 256,Female,45,Teacher,6.5,7,45,4,Overweight,135/90,65,6000,Insomnia
 258,Female,45,Teacher,6.6,7,45,4,Overweight,135/90,65,6000,Insomnia
 259,Female,45,Teacher,6.6,7,45,4,Overweight,135/90,65,6000,Insomnia
-262,Female,45,Teacher,6.6,7,45,4,Overweight,135/90,65,6000,
-263,Female,45,Teacher,6.6,7,45,4,Overweight,135/90,65,6000,
+262,Female,45,Teacher,6.6,7,45,4,Overweight,135/90,65,6000,No Disorder
+263,Female,45,Teacher,6.6,7,45,4,Overweight,135/90,65,6000,No Disorder
 265,Male,48,Doctor,7.3,7,65,5,Obese,142/92,83,3500,Insomnia
 266,Female,48,Nurse,5.9,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
 267,Male,48,Doctor,7.3,7,65,5,Obese,142/92,83,3500,Insomnia
-268,Female,49,Nurse,6.2,6,90,8,Overweight,140/95,75,10000,
+268,Female,49,Nurse,6.2,6,90,8,Overweight,140/95,75,10000,No Disorder
 269,Female,49,Nurse,6.0,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
 270,Female,49,Nurse,6.1,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
 273,Female,49,Nurse,6.1,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
@@ -218,8 +218,8 @@ Person ID,Gender,Age,Occupation,Sleep Duration,Quality of Sleep,Physical Activit
 276,Female,49,Nurse,6.2,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
 278,Male,49,Doctor,8.1,9,85,3,Obese,139/91,86,3700,Sleep Apnea
 279,Female,50,Nurse,6.1,6,90,8,Overweight,140/95,75,10000,Insomnia
-280,Female,50,Engineer,8.3,9,30,3,Normal,125/80,65,5000,
-281,Female,50,Nurse,6.0,6,90,8,Overweight,140/95,75,10000,
+280,Female,50,Engineer,8.3,9,30,3,Normal,125/80,65,5000,No Disorder
+281,Female,50,Nurse,6.0,6,90,8,Overweight,140/95,75,10000,No Disorder
 282,Female,50,Nurse,6.1,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
 283,Female,50,Nurse,6.0,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
 284,Female,50,Nurse,6.0,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
@@ -235,10 +235,10 @@ Person ID,Gender,Age,Occupation,Sleep Duration,Quality of Sleep,Physical Activit
 295,Female,50,Nurse,6.1,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
 296,Female,50,Nurse,6.0,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
 298,Female,50,Nurse,6.1,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
-299,Female,51,Engineer,8.5,9,30,3,Normal,125/80,65,5000,
-300,Female,51,Engineer,8.5,9,30,3,Normal,125/80,65,5000,
-301,Female,51,Engineer,8.5,9,30,3,Normal,125/80,65,5000,
-303,Female,51,Nurse,7.1,7,55,6,Normal Weight,125/82,72,6000,
+299,Female,51,Engineer,8.5,9,30,3,Normal,125/80,65,5000,No Disorder
+300,Female,51,Engineer,8.5,9,30,3,Normal,125/80,65,5000,No Disorder
+301,Female,51,Engineer,8.5,9,30,3,Normal,125/80,65,5000,No Disorder
+303,Female,51,Nurse,7.1,7,55,6,Normal Weight,125/82,72,6000,No Disorder
 304,Female,51,Nurse,6.0,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
 306,Female,51,Nurse,6.1,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
 307,Female,52,Accountant,6.5,7,45,7,Overweight,130/85,72,6000,Insomnia
@@ -246,34 +246,34 @@ Person ID,Gender,Age,Occupation,Sleep Duration,Quality of Sleep,Physical Activit
 310,Female,52,Accountant,6.6,7,45,7,Overweight,130/85,72,6000,Insomnia
 311,Female,52,Accountant,6.6,7,45,7,Overweight,130/85,72,6000,Insomnia
 312,Female,52,Accountant,6.6,7,45,7,Overweight,130/85,72,6000,Insomnia
-313,Female,52,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
-315,Female,52,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
+313,Female,52,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
+315,Female,52,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
 316,Female,53,Engineer,8.3,9,30,3,Normal,125/80,65,5000,Insomnia
-317,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,
-318,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,
-319,Female,53,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
-320,Female,53,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
-321,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,
-322,Female,53,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
-323,Female,53,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
-324,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,
-325,Female,53,Engineer,8.3,9,30,3,Normal,125/80,65,5000,
-326,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,
-327,Female,53,Engineer,8.3,9,30,3,Normal,125/80,65,5000,
-328,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,
-329,Female,53,Engineer,8.3,9,30,3,Normal,125/80,65,5000,
-330,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,
-331,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,
-332,Female,53,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
-333,Female,54,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
-334,Female,54,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
-335,Female,54,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
-336,Female,54,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
-338,Female,54,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
-339,Female,54,Engineer,8.5,9,30,3,Normal,125/80,65,5000,
+317,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,No Disorder
+318,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,No Disorder
+319,Female,53,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
+320,Female,53,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
+321,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,No Disorder
+322,Female,53,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
+323,Female,53,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
+324,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,No Disorder
+325,Female,53,Engineer,8.3,9,30,3,Normal,125/80,65,5000,No Disorder
+326,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,No Disorder
+327,Female,53,Engineer,8.3,9,30,3,Normal,125/80,65,5000,No Disorder
+328,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,No Disorder
+329,Female,53,Engineer,8.3,9,30,3,Normal,125/80,65,5000,No Disorder
+330,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,No Disorder
+331,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,No Disorder
+332,Female,53,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
+333,Female,54,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
+334,Female,54,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
+335,Female,54,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
+336,Female,54,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
+338,Female,54,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
+339,Female,54,Engineer,8.5,9,30,3,Normal,125/80,65,5000,No Disorder
 340,Female,55,Nurse,8.1,9,75,4,Overweight,140/95,72,5000,Sleep Apnea
-343,Female,56,Doctor,8.2,9,90,3,Normal Weight,118/75,65,10000,
-344,Female,57,Nurse,8.1,9,75,3,Overweight,140/95,68,7000,
+343,Female,56,Doctor,8.2,9,90,3,Normal Weight,118/75,65,10000,No Disorder
+344,Female,57,Nurse,8.1,9,75,3,Overweight,140/95,68,7000,No Disorder
 345,Female,57,Nurse,8.2,9,75,3,Overweight,140/95,68,7000,Sleep Apnea
 346,Female,57,Nurse,8.2,9,75,3,Overweight,140/95,68,7000,Sleep Apnea
 347,Female,57,Nurse,8.2,9,75,3,Overweight,140/95,68,7000,Sleep Apnea
@@ -285,8 +285,8 @@ Person ID,Gender,Age,Occupation,Sleep Duration,Quality of Sleep,Physical Activit
 354,Female,58,Nurse,8.0,9,75,3,Overweight,140/95,68,7000,Sleep Apnea
 356,Female,58,Nurse,8.0,9,75,3,Overweight,140/95,68,7000,Sleep Apnea
 357,Female,58,Nurse,8.0,9,75,3,Overweight,140/95,68,7000,Sleep Apnea
-359,Female,59,Nurse,8.0,9,75,3,Overweight,140/95,68,7000,
-360,Female,59,Nurse,8.1,9,75,3,Overweight,140/95,68,7000,
+359,Female,59,Nurse,8.0,9,75,3,Overweight,140/95,68,7000,No Disorder
+360,Female,59,Nurse,8.1,9,75,3,Overweight,140/95,68,7000,No Disorder
 361,Female,59,Nurse,8.2,9,75,3,Overweight,140/95,68,7000,Sleep Apnea
 362,Female,59,Nurse,8.2,9,75,3,Overweight,140/95,68,7000,Sleep Apnea
 363,Female,59,Nurse,8.2,9,75,3,Overweight,140/95,68,7000,Sleep Apnea
diff --git a/ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_008/info.json b/ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_008/info.json
index ac7f1ad59f059be3648f2769a10128e59277c544..c68a30219902530a9154e48d4957e5bb70f65c0f 100644
--- a/ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_008/info.json
+++ b/ranking_and_filtering/medical/classification/Sleep_Health_and_Lifestyle_Dataset_B4/Sleep_Health_and_Lifestyle_Dataset_B4_008/info.json
@@ -1,121 +1,122 @@
-{
-    "name": "Sleep Health and Lifestyle Dataset",
-    "source": "https://www.kaggle.com/datasets/uom190346a/sleep-health-and-lifestyle-dataset/data",
-    "data_intro": "The Sleep Health and Lifestyle Dataset comprises 400 rows and 13 columns, covering a wide range of variables related to sleep and daily habits. It includes details such as gender, age, occupation, sleep duration, quality of sleep, physical activity level, stress levels, BMI category, blood pressure, heart rate, daily steps, and the presence or absence of sleep disorders.",
-    "is_splited": false,
-    "overall_size": 374,
-    "train_size": 0,
-    "test_size": 0,
-    "c_classes": 5,
-    "n_classes": 8,
-    "cat_feature_intro": {
-        "Gender": "Gender: The gender of the person (Male/Female).<br>",
-        "Occupation": "Occupation: The occupation or profession of the person.<br>",
-        "BMI Category": "BMI Category: The BMI category of the person (e.g., Underweight, Normal, Overweight).<br>",
-        "Blood Pressure": "Blood Pressure (systolic/diastolic): The blood pressure measurement of the person, indicated as systolic pressure over diastolic pressure.<br>",
-        "Sleep Disorder": "- None: The individual does not exhibit any specific sleep disorder."
-    },
-    "num_feature_intro": {
-        "Person ID": "Person ID: An identifier for each individual.<br>",
-        "Age": "Physical Activity Level (minutes/day): The number of minutes the person engages in physical activity daily.<br>",
-        "Sleep Duration": "Sleep Duration (hours): The number of hours the person sleeps per day.<br>",
-        "Quality of Sleep": "Quality of Sleep (scale: 1-10): A subjective rating of the quality of sleep, ranging from 1 to 10.<br>",
-        "Physical Activity Level": "Physical Activity Level (minutes/day): The number of minutes the person engages in physical activity daily.<br>",
-        "Stress Level": "Stress Level (scale: 1-10): A subjective rating of the stress level experienced by the person, ranging from 1 to 10.<br>",
-        "Heart Rate": "Heart Rate (bpm): The resting heart rate of the person in beats per minute.<br>",
-        "Daily Steps": "Daily Steps: The number of steps the person takes per day.<br>"
-    },
-    "evaluation_metric": null,
-    "task_type": "classification",
-    "target": "Sleep Disorder",
-    "num_feature_value": {
-        "Age": [
-            27.0,
-            59.0
-        ],
-        "Daily Steps": [
-            3000.0,
-            10000.0
-        ],
-        "Heart Rate": [
-            65.0,
-            86.0
-        ],
-        "Person ID": [
-            1.0,
-            374.0
-        ],
-        "Physical Activity Level": [
-            30.0,
-            90.0
-        ],
-        "Quality of Sleep": [
-            4.0,
-            9.0
-        ],
-        "Sleep Duration": [
-            5.8,
-            8.5
-        ],
-        "Stress Level": [
-            3.0,
-            8.0
-        ]
-    },
-    "cat_feature_value": {
-        "BMI Category": [
-            "Normal",
-            "Normal Weight",
-            "Obese",
-            "Overweight"
-        ],
-        "Blood Pressure": [
-            "115/75",
-            "115/78",
-            "117/76",
-            "118/75",
-            "118/76",
-            "119/77",
-            "120/80",
-            "121/79",
-            "122/80",
-            "125/80",
-            "125/82",
-            "126/83",
-            "128/84",
-            "128/85",
-            "129/84",
-            "130/85",
-            "130/86",
-            "131/86",
-            "132/87",
-            "135/88",
-            "135/90",
-            "139/91",
-            "140/90",
-            "140/95",
-            "142/92"
-        ],
-        "Gender": [
-            "Female",
-            "Male"
-        ],
-        "Occupation": [
-            "Accountant",
-            "Doctor",
-            "Engineer",
-            "Lawyer",
-            "Manager",
-            "Nurse",
-            "Sales Representative",
-            "Salesperson",
-            "Scientist",
-            "Software Engineer",
-            "Teacher"
-        ],
-        "Sleep Disorder": [
-            "Insomnia",
-            "Sleep Apnea"
-        ]
-    }
-}
\ No newline at end of file
+{
+  "name": "Sleep Health and Lifestyle Dataset",
+  "source": "https://www.kaggle.com/datasets/uom190346a/sleep-health-and-lifestyle-dataset/data",
+  "data_intro": "The Sleep Health and Lifestyle Dataset comprises 400 rows and 13 columns, covering a wide range of variables related to sleep and daily habits. It includes details such as gender, age, occupation, sleep duration, quality of sleep, physical activity level, stress levels, BMI category, blood pressure, heart rate, daily steps, and the presence or absence of sleep disorders.",
+  "is_splited": false,
+  "overall_size": 374,
+  "train_size": 0,
+  "test_size": 0,
+  "c_classes": 5,
+  "n_classes": 8,
+  "cat_feature_intro": {
+    "Gender": "Gender: The gender of the person (Male/Female).<br>",
+    "Occupation": "Occupation: The occupation or profession of the person.<br>",
+    "BMI Category": "BMI Category: The BMI category of the person (e.g., Underweight, Normal, Overweight).<br>",
+    "Blood Pressure": "Blood Pressure (systolic/diastolic): The blood pressure measurement of the person, indicated as systolic pressure over diastolic pressure.<br>",
+    "Sleep Disorder": "Sleep disorder category: No Disorder, Insomnia, or Sleep Apnea."
+  },
+  "num_feature_intro": {
+    "Person ID": "Person ID: An identifier for each individual.<br>",
+    "Age": "Physical Activity Level (minutes/day): The number of minutes the person engages in physical activity daily.<br>",
+    "Sleep Duration": "Sleep Duration (hours): The number of hours the person sleeps per day.<br>",
+    "Quality of Sleep": "Quality of Sleep (scale: 1-10): A subjective rating of the quality of sleep, ranging from 1 to 10.<br>",
+    "Physical Activity Level": "Physical Activity Level (minutes/day): The number of minutes the person engages in physical activity daily.<br>",
+    "Stress Level": "Stress Level (scale: 1-10): A subjective rating of the stress level experienced by the person, ranging from 1 to 10.<br>",
+    "Heart Rate": "Heart Rate (bpm): The resting heart rate of the person in beats per minute.<br>",
+    "Daily Steps": "Daily Steps: The number of steps the person takes per day.<br>"
+  },
+  "evaluation_metric": null,
+  "task_type": "classification",
+  "target": "Sleep Disorder",
+  "num_feature_value": {
+    "Age": [
+      27.0,
+      59.0
+    ],
+    "Daily Steps": [
+      3000.0,
+      10000.0
+    ],
+    "Heart Rate": [
+      65.0,
+      86.0
+    ],
+    "Person ID": [
+      1.0,
+      374.0
+    ],
+    "Physical Activity Level": [
+      30.0,
+      90.0
+    ],
+    "Quality of Sleep": [
+      4.0,
+      9.0
+    ],
+    "Sleep Duration": [
+      5.8,
+      8.5
+    ],
+    "Stress Level": [
+      3.0,
+      8.0
+    ]
+  },
+  "cat_feature_value": {
+    "BMI Category": [
+      "Normal",
+      "Normal Weight",
+      "Obese",
+      "Overweight"
+    ],
+    "Blood Pressure": [
+      "115/75",
+      "115/78",
+      "117/76",
+      "118/75",
+      "118/76",
+      "119/77",
+      "120/80",
+      "121/79",
+      "122/80",
+      "125/80",
+      "125/82",
+      "126/83",
+      "128/84",
+      "128/85",
+      "129/84",
+      "130/85",
+      "130/86",
+      "131/86",
+      "132/87",
+      "135/88",
+      "135/90",
+      "139/91",
+      "140/90",
+      "140/95",
+      "142/92"
+    ],
+    "Gender": [
+      "Female",
+      "Male"
+    ],
+    "Occupation": [
+      "Accountant",
+      "Doctor",
+      "Engineer",
+      "Lawyer",
+      "Manager",
+      "Nurse",
+      "Sales Representative",
+      "Salesperson",
+      "Scientist",
+      "Software Engineer",
+      "Teacher"
+    ],
+    "Sleep Disorder": [
+      "Insomnia",
+      "No Disorder",
+      "Sleep Apnea"
+    ]
+  }
+}
diff --git a/ranking_and_filtering/medical/regression/Medical_Cost_Personal_Datasets_B4/Medical_Cost_Personal_Datasets_B4_004/current.csv b/ranking_and_filtering/medical/regression/Medical_Cost_Personal_Datasets_B4/Medical_Cost_Personal_Datasets_B4_004/current.csv
index 25003c24b93190054a073065adb1acff99dbc78f..53aa852bddaf3ac5c03daf98783362c614ca6224 100644
--- a/ranking_and_filtering/medical/regression/Medical_Cost_Personal_Datasets_B4/Medical_Cost_Personal_Datasets_B4_004/current.csv
+++ b/ranking_and_filtering/medical/regression/Medical_Cost_Personal_Datasets_B4/Medical_Cost_Personal_Datasets_B4_004/current.csv
@@ -143,7 +143,6 @@ age,sex,bmi,children,smoker,region
 52,female,37.4,0,no,southwest
 64,female,33.8,1,yes,southwest
 34,female,30.21,1,yes,northwest
-19,male,30.59,0,no,northwest
 19,male,35.53,0,no,northwest
 31,female,30.495,3,no,northeast
 32,female,24.6,0,yes,southwest
diff --git a/single_point_prediction/daily/Apple_Quality_B1/Apple_Quality_B1_001.json b/single_point_prediction/daily/Apple_Quality_B1/Apple_Quality_B1_001.json
index 0ca6cfcb0dd2b3287fffcd9cbfc66aec78728a01..a4f80c81521b54fa9dcb0cb4f85878e469fdb492 100644
--- a/single_point_prediction/daily/Apple_Quality_B1/Apple_Quality_B1_001.json
+++ b/single_point_prediction/daily/Apple_Quality_B1/Apple_Quality_B1_001.json
@@ -5,7 +5,7 @@
   "perspective": "user",
   "dataset_name": "Apple Quality",
   "table_path": "kaggle/Apple Quality",
-  "query": "Picking up apple #1452, its compact size and light weight are the first things I notice. A bite reveals it's not very sweet and has a sharp, acidic kick, but it makes up for that with an incredibly crisp texture and a lot of juice. It feels like it's at a pretty standard stage of ripeness. So, honestly, is this a good one?",
+  "query": "Picking up apple #1452, its relatively large size and light weight are the first things I notice. A bite reveals it's not very sweet and has a sharp, acidic kick, but it makes up for that with an incredibly crisp texture and a lot of juice. It feels like it's at a pretty standard stage of ripeness. So, honestly, is this a good one?",
   "meta_info": {
     "domain": "daily"
   },
@@ -36,4 +36,4 @@
   },
   "response": "",
   "evaluation_score": {}
-}
\ No newline at end of file
+}
diff --git a/single_point_prediction/daily/Apple_Quality_B1/Apple_Quality_B1_006.json b/single_point_prediction/daily/Apple_Quality_B1/Apple_Quality_B1_006.json
index 8d009c6de03c80d37d40d799cec46918198bed01..943954ad5443da8c8938bac7ca78e6640bfc6654 100644
--- a/single_point_prediction/daily/Apple_Quality_B1/Apple_Quality_B1_006.json
+++ b/single_point_prediction/daily/Apple_Quality_B1/Apple_Quality_B1_006.json
@@ -5,7 +5,7 @@
   "perspective": "data_holder",
   "dataset_name": "Apple Quality",
   "table_path": "kaggle/Apple Quality",
-  "query": "Found this one in the new shipment with the label 3372. It's a smaller fruit, size is about a 3.39, and it feels quite light, only 0.27 in weight. Tasted a sample and the sweetness is surprisingly low at -4.02, but it has a nice crunchiness of 0.67 and is pretty juicy at 1.50. The ripeness reads as 1.98 and its acidity level is 2.48. I've shared our whole quality log with you. With all these details in mind, what's your take—is this a good fruit or a bad one?",
+  "query": "Found this one in the new shipment with the label 3372. It's a larger fruit, size is about a 3.39, and it feels quite light, only 0.27 in weight. Tasted a sample and the sweetness is surprisingly low at -4.02, but it has a nice crunchiness of 0.67 and is pretty juicy at 1.50. The ripeness reads as 1.98 and its acidity level is 2.48. I've shared our whole quality log with you. With all these details in mind, what's your take—is this a good fruit or a bad one?",
   "meta_info": {
     "domain": "daily"
   },
@@ -36,4 +36,4 @@
   },
   "response": "",
   "evaluation_score": {}
-}
\ No newline at end of file
+}
diff --git a/single_point_prediction/daily/Apple_Quality_B1/history.csv b/single_point_prediction/daily/Apple_Quality_B1/history.csv
index c9d79df3263d20f2d59658a5049c1072a9f0fc1e..bdfdac40ab57278b0343f714a87bb58718a71757 100644
--- a/single_point_prediction/daily/Apple_Quality_B1/history.csv
+++ b/single_point_prediction/daily/Apple_Quality_B1/history.csv
@@ -3983,4 +3983,3 @@ A_id,Size,Weight,Sweetness,Crunchiness,Juiciness,Ripeness,Acidity,Quality
 3997.0,-2.634515299,-2.13824672,-2.440461285,0.657222891,2.19970859,4.763859177,-1.334611391,bad
 3998.0,-4.008003744,-1.779337107,2.366396966,-0.200329367,2.161435121,0.214488384,-2.229719806,good
 3999.0,0.27853965,-1.715505028,0.121217251,-1.154074758,1.2666774,-0.77657147,1.599796456,good
-,,,,,,,Created_by_Nidula_Elgiriyewithana,
diff --git a/single_point_prediction/daily/Apple_Quality_B1/info.json b/single_point_prediction/daily/Apple_Quality_B1/info.json
index 061594cd032cd189afdf78ebe43a94ad53166b97..8de202273508b7431d0bbe83b679ee5373c9efe5 100644
--- a/single_point_prediction/daily/Apple_Quality_B1/info.json
+++ b/single_point_prediction/daily/Apple_Quality_B1/info.json
@@ -1,66 +1,69 @@
-{
-    "name": "Apple Quality",
-    "source": "https://www.kaggle.com/datasets/nelgiriyewithana/apple-quality/data",
-    "data_intro": "This dataset contains information about various attributes of a set of fruits, providing insights into their characteristics. The dataset includes details such as fruit ID, size, weight, sweetness, crunchiness, juiciness, ripeness, acidity, and quality.",
-    "is_splited": false,
-    "overall_size": 4000,
-    "train_size": 0,
-    "test_size": 0,
-    "c_classes": 2,
-    "n_classes": 7,
-    "task_type": "classification",
-    "target": {
-        "Quality": "Build a model to predict the quality rating of fruits using various attributes."
-    },
-    "cat_feature_intro": {
-        "Acidity": "- Acidity: Acidity level of the fruit",
-        "Quality": "- Quality: Overall quality of the fruit."
-    },
-    "num_feature_intro": {
-        "A_id": "- A_id: Unique identifier for each fruit",
-        "Size": "- Size: Size of the fruit",
-        "Weight": "- Weight: Weight of the fruit",
-        "Sweetness": "- Sweetness: Degree of sweetness of the fruit",
-        "Crunchiness": "- Crunchiness: Texture indicating the crunchiness of the fruit",
-        "Juiciness": "- Juiciness: Level of juiciness of the fruit",
-        "Ripeness": "- Ripeness: Stage of ripeness of the fruit"
-    },
-    "evaluation_metric": null,
-    "num_feature_value": {
-        "A_id": [
-            0.0,
-            3999.0
-        ],
-        "Crunchiness": [
-            -6.055057805,
-            7.619851801
-        ],
-        "Juiciness": [
-            -5.961897048,
-            7.364402864
-        ],
-        "Ripeness": [
-            -5.864598918,
-            7.237836684
-        ],
-        "Size": [
-            -7.151703059,
-            6.406366899
-        ],
-        "Sweetness": [
-            -6.894485494,
-            6.374915513
-        ],
-        "Weight": [
-            -7.149847675,
-            5.79071359
-        ]
-    },
-    "cat_feature_value": {
-        "Acidity": "string",
-        "Quality": [
-            "bad",
-            "good"
-        ]
-    }
-}
\ No newline at end of file
+{
+  "name": "Apple Quality",
+  "source": "https://www.kaggle.com/datasets/nelgiriyewithana/apple-quality/data",
+  "data_intro": "This dataset contains information about various attributes of a set of fruits, providing insights into their characteristics. The dataset includes details such as fruit ID, size, weight, sweetness, crunchiness, juiciness, ripeness, acidity, and quality.",
+  "is_splited": false,
+  "overall_size": 4000,
+  "train_size": 0,
+  "test_size": 0,
+  "c_classes": 1,
+  "n_classes": 8,
+  "task_type": "classification",
+  "target": {
+    "Quality": "Build a model to predict the quality rating of fruits using various attributes."
+  },
+  "cat_feature_intro": {
+    "Quality": "- Quality: Overall quality of the fruit."
+  },
+  "num_feature_intro": {
+    "A_id": "- A_id: Unique identifier for each fruit",
+    "Size": "- Size: Size of the fruit",
+    "Weight": "- Weight: Weight of the fruit",
+    "Sweetness": "- Sweetness: Degree of sweetness of the fruit",
+    "Crunchiness": "- Crunchiness: Texture indicating the crunchiness of the fruit",
+    "Juiciness": "- Juiciness: Level of juiciness of the fruit",
+    "Ripeness": "- Ripeness: Stage of ripeness of the fruit",
+    "Acidity": "- Acidity: Acidity level of the fruit"
+  },
+  "evaluation_metric": null,
+  "num_feature_value": {
+    "A_id": [
+      0.0,
+      3999.0
+    ],
+    "Crunchiness": [
+      -6.055057805,
+      7.619851801
+    ],
+    "Juiciness": [
+      -5.961897048,
+      7.364402864
+    ],
+    "Ripeness": [
+      -5.864598918,
+      7.237836684
+    ],
+    "Size": [
+      -7.151703059,
+      6.406366899
+    ],
+    "Sweetness": [
+      -6.894485494,
+      6.374915513
+    ],
+    "Weight": [
+      -7.149847675,
+      5.79071359
+    ],
+    "Acidity": [
+      -7.010538475,
+      7.404736238
+    ]
+  },
+  "cat_feature_value": {
+    "Quality": [
+      "bad",
+      "good"
+    ]
+  }
+}
diff --git a/single_point_prediction/daily/Apple_Quality_B1/info_mod.json b/single_point_prediction/daily/Apple_Quality_B1/info_mod.json
index ab48a49c991d52a72dd7e5764a0b37c5184b3a8c..f7777abe9021042f7030f4c3e3823bc7b06e30be 100644
--- a/single_point_prediction/daily/Apple_Quality_B1/info_mod.json
+++ b/single_point_prediction/daily/Apple_Quality_B1/info_mod.json
@@ -52,7 +52,7 @@
       7.237836684
     ],
     "Acidity": [
-      -6.46098926,
+      -7.010538475,
       7.404736238
     ]
   },
@@ -91,4 +91,4 @@
   "open_text_feature_intro": {},
   "open_text_features": [],
   "missing_from_original_info": []
-}
\ No newline at end of file
+}
diff --git a/single_point_prediction/daily/Chocolate_Bar_Ratings_B1/Chocolate_Bar_Ratings_B1_005.json b/single_point_prediction/daily/Chocolate_Bar_Ratings_B1/Chocolate_Bar_Ratings_B1_005.json
index af257722be92c871af897b395f82a95935ddce60..b93a8412cf09f67ecf0819bd0f38e62fb78ca5b4 100644
--- a/single_point_prediction/daily/Chocolate_Bar_Ratings_B1/Chocolate_Bar_Ratings_B1_005.json
+++ b/single_point_prediction/daily/Chocolate_Bar_Ratings_B1/Chocolate_Bar_Ratings_B1_005.json
@@ -14,7 +14,7 @@
       {
         "scenario_id": "001",
         "features": {
-          "Company(Maker-if known)": "Na�ve",
+          "Company(Maker-if known)": "Naïve",
           "Specific Bean Originor Bar Name": "Nicaragua",
           "REF": 1379,
           "Review Date": 2014,
@@ -36,4 +36,4 @@
   },
   "response": "",
   "evaluation_score": {}
-}
\ No newline at end of file
+}
diff --git a/single_point_prediction/daily/Chocolate_Bar_Ratings_B1/history.csv b/single_point_prediction/daily/Chocolate_Bar_Ratings_B1/history.csv
index abc1962853e2816a2014877a463b609f907c3874..fc1b4a4414cc96b09981b3706ace47efaa589422 100644
--- a/single_point_prediction/daily/Chocolate_Bar_Ratings_B1/history.csv
+++ b/single_point_prediction/daily/Chocolate_Bar_Ratings_B1/history.csv
@@ -1151,8 +1151,8 @@ Nahua,"Costa Rica, Oscuro",1049,2013,70%,Costa Rica,3.0, ,Costa Rica
 Naive,Trinidad & Tobago,1046,2013,70%,Lithuania,3.75, ,"Trinidad, Tobago"
 Naive,"Maranon Canyon, Fortunato No. 4",1133,2013,78%,Lithuania,3.75,Forastero (Nacional),Peru
 Naive,Grenada,867,2012,71%,Lithuania,2.5,Trinitario,Grenada
-Na�ve,Chuao,1399,2014,75%,Lithuania,2.75,Trinitario,Venezuela
-Na�ve,Barinas,1399,2014,70%,Lithuania,3.0, ,Venezuela
+Naïve,Chuao,1399,2014,75%,Lithuania,2.75,Trinitario,Venezuela
+Naïve,Barinas,1399,2014,70%,Lithuania,3.0, ,Venezuela
 Nanea,Criollo Blend,1007,2013,85%,U.S.A.,3.5, ,Hawaii
 Nathan Miller,Peru,1403,2014,72%,U.S.A.,2.25, ,Peru
 Nathan Miller,Hispaniola,1403,2014,70%,U.S.A.,2.5, ,Dominican Republic
diff --git a/single_point_prediction/daily/Forest_Fires_in_Brazil_B1/Forest_Fires_in_Brazil_B1_001.json b/single_point_prediction/daily/Forest_Fires_in_Brazil_B1/Forest_Fires_in_Brazil_B1_001.json
index 860faf2f26f091d95418280c741ebc062da72b09..e01f6bf05aacf224630ad12bb9e426703e63ed66 100644
--- a/single_point_prediction/daily/Forest_Fires_in_Brazil_B1/Forest_Fires_in_Brazil_B1_001.json
+++ b/single_point_prediction/daily/Forest_Fires_in_Brazil_B1/Forest_Fires_in_Brazil_B1_001.json
@@ -5,7 +5,7 @@
   "perspective": "user",
   "dataset_name": "Forest Fires in Brazil",
   "table_path": "kaggle/Forest Fires in Brazil",
-  "query": "Ugh, just came across an old environmental report from Santa Catarina. It's specifically for the month of Dezembro, and the entry is dated 2011-01-01, summarizing the previous year of 2011. It's got me wondering, with those conditions, about how many forest fires were actually burning there back then?",
+  "query": "Ugh, just came across an old environmental report from Santa Catarina. It's specifically for the month of Dezembro, with 2011-01-01 stored as the year marker for 2011. It's got me wondering, with those conditions, about how many forest fires were reported there that month?",
   "meta_info": {
     "domain": "daily"
   },
@@ -32,4 +32,4 @@
   },
   "response": "",
   "evaluation_score": {}
-}
\ No newline at end of file
+}
diff --git a/single_point_prediction/daily/Forest_Fires_in_Brazil_B1/Forest_Fires_in_Brazil_B1_002.json b/single_point_prediction/daily/Forest_Fires_in_Brazil_B1/Forest_Fires_in_Brazil_B1_002.json
index 06ac34140a98dd6ca647502460141e735cbd0ce4..df880960c13efb80051e7fc773ce15397747f990 100644
--- a/single_point_prediction/daily/Forest_Fires_in_Brazil_B1/Forest_Fires_in_Brazil_B1_002.json
+++ b/single_point_prediction/daily/Forest_Fires_in_Brazil_B1/Forest_Fires_in_Brazil_B1_002.json
@@ -5,7 +5,7 @@
   "perspective": "user",
   "dataset_name": "Forest Fires in Brazil",
   "table_path": "kaggle/Forest Fires in Brazil",
-  "query": "The situation down in Bahia back in 2006 has me really concerned, especially for the month of Agosto. This old report I'm holding, dated 2006-01-01, details the forest fire counts for that period. With all that in mind, can you give me an idea of how many fires were burning there at that time?",
+  "query": "The situation down in Bahia back in 2006 has me really concerned, especially for the month of Agosto. This old report I'm holding uses 2006-01-01 as its year marker and details the forest fire counts for that period. With all that in mind, can you give me an idea of how many fires were reported there that month?",
   "meta_info": {
     "domain": "daily"
   },
@@ -32,4 +32,4 @@
   },
   "response": "",
   "evaluation_score": {}
-}
\ No newline at end of file
+}
diff --git a/single_point_prediction/daily/Forest_Fires_in_Brazil_B1/Forest_Fires_in_Brazil_B1_003.json b/single_point_prediction/daily/Forest_Fires_in_Brazil_B1/Forest_Fires_in_Brazil_B1_003.json
index 56c2a4eac455bd6eed82fcef4903f11f9e06d535..e80045e1d2a21c462ff8be721cd9accf2ba84f0e 100644
--- a/single_point_prediction/daily/Forest_Fires_in_Brazil_B1/Forest_Fires_in_Brazil_B1_003.json
+++ b/single_point_prediction/daily/Forest_Fires_in_Brazil_B1/Forest_Fires_in_Brazil_B1_003.json
@@ -5,7 +5,7 @@
   "perspective": "user",
   "dataset_name": "Forest Fires in Brazil",
   "table_path": "kaggle/Forest Fires in Brazil",
-  "query": "My friend from Rio was telling me that back in April 2015, on the first of the year no less, they were already starting to worry about the dry season. It's got me wondering, for that specific time and place, roughly how many forest fire incidents were people dealing with?",
+  "query": "My friend from Rio was telling me that back in April 2015, they were already starting to worry about the dry season. It's got me wondering, for that specific time and place, roughly how many forest fire incidents were people dealing with?",
   "meta_info": {
     "domain": "daily"
   },
@@ -32,4 +32,4 @@
   },
   "response": "",
   "evaluation_score": {}
-}
\ No newline at end of file
+}
diff --git a/single_point_prediction/daily/Forest_Fires_in_Brazil_B1/Forest_Fires_in_Brazil_B1_004.json b/single_point_prediction/daily/Forest_Fires_in_Brazil_B1/Forest_Fires_in_Brazil_B1_004.json
index da49c4af4ecee45aa893682b782e0a29810cd0a9..4ad275d48c5fe7d3aac6a4ed67f2218018247e5a 100644
--- a/single_point_prediction/daily/Forest_Fires_in_Brazil_B1/Forest_Fires_in_Brazil_B1_004.json
+++ b/single_point_prediction/daily/Forest_Fires_in_Brazil_B1/Forest_Fires_in_Brazil_B1_004.json
@@ -5,7 +5,7 @@
   "perspective": "user",
   "dataset_name": "Forest Fires in Brazil",
   "table_path": "kaggle/Forest Fires in Brazil",
-  "query": "Back in 2005, the Distrito Federal was experiencing a particularly dry period. I've got an old report here from the 1st of July, and I'm trying to get a sense of the scale of the problem back then. Roughly how many forest fires do you think were burning on that date?",
+  "query": "Back in 2005, the Distrito Federal was experiencing a particularly dry period. I've got an old report here for July, with 2005-01-01 stored as the year marker, and I'm trying to get a sense of the scale of the problem back then. Roughly how many forest fires do you think were burning that month?",
   "meta_info": {
     "domain": "daily"
   },
@@ -32,4 +32,4 @@
   },
   "response": "",
   "evaluation_score": {}
-}
\ No newline at end of file
+}
diff --git a/single_point_prediction/daily/Forest_Fires_in_Brazil_B1/Forest_Fires_in_Brazil_B1_005.json b/single_point_prediction/daily/Forest_Fires_in_Brazil_B1/Forest_Fires_in_Brazil_B1_005.json
index 6dd711af4568456c3834dc5cce058ab66d4bb356..abc8b0425cf326df7da18ae7b8776c924504193f 100644
--- a/single_point_prediction/daily/Forest_Fires_in_Brazil_B1/Forest_Fires_in_Brazil_B1_005.json
+++ b/single_point_prediction/daily/Forest_Fires_in_Brazil_B1/Forest_Fires_in_Brazil_B1_005.json
@@ -5,7 +5,7 @@
   "perspective": "data_holder",
   "dataset_name": "Forest Fires in Brazil",
   "table_path": "kaggle/Forest Fires in Brazil",
-  "query": "The old logs show a specific entry for Pernambuco, a state that always makes us nervous during the dry season. This particular record is for the first of the year, 2016-01-01, which fell in Janeiro. I'm having you review all our past data to see the bigger picture. For that precise date and location, how many forest fires were likely burning?",
+  "query": "The old logs show a specific entry for Pernambuco, a state that always makes us nervous during the dry season. This particular record is for Janeiro 2016, with 2016-01-01 stored as the year marker. I'm having you review all our past data to see the bigger picture. For that month and location, how many forest fires were likely burning?",
   "meta_info": {
     "domain": "daily"
   },
@@ -32,4 +32,4 @@
   },
   "response": "",
   "evaluation_score": {}
-}
\ No newline at end of file
+}
diff --git a/single_point_prediction/daily/Forest_Fires_in_Brazil_B1/Forest_Fires_in_Brazil_B1_006.json b/single_point_prediction/daily/Forest_Fires_in_Brazil_B1/Forest_Fires_in_Brazil_B1_006.json
index 7a2308de93413917ef82c1c62fdffbaa2c271c44..ebae25f9c9e418eb92604e5b3c1ad9a171d138b8 100644
--- a/single_point_prediction/daily/Forest_Fires_in_Brazil_B1/Forest_Fires_in_Brazil_B1_006.json
+++ b/single_point_prediction/daily/Forest_Fires_in_Brazil_B1/Forest_Fires_in_Brazil_B1_006.json
@@ -5,7 +5,7 @@
   "perspective": "data_holder",
   "dataset_name": "Forest Fires in Brazil",
   "table_path": "kaggle/Forest Fires in Brazil",
-  "query": "The log entry for the first day of January in 1998 places us in the state of Acre. Flipping through the historical reports I've provided, it's striking to see how the season kicks off. Given the patterns from those past records, how many individual fire incidents do you think were reported for Acre on that New Year's Day?",
+  "query": "The monthly log entry for January 1998 places us in the state of Acre. Flipping through the historical reports I've provided, it's striking to see how the season kicks off. Given the patterns from those past records, how many individual fire incidents do you think were reported for Acre that January?",
   "meta_info": {
     "domain": "daily"
   },
@@ -32,4 +32,4 @@
   },
   "response": "",
   "evaluation_score": {}
-}
\ No newline at end of file
+}
diff --git a/single_point_prediction/daily/Forest_Fires_in_Brazil_B1/Forest_Fires_in_Brazil_B1_007.json b/single_point_prediction/daily/Forest_Fires_in_Brazil_B1/Forest_Fires_in_Brazil_B1_007.json
index 600144d6bc4ab412c5e064087fa7e521bd7759e7..45f59f386573ff95e683766c44cbf5ea0ccc453f 100644
--- a/single_point_prediction/daily/Forest_Fires_in_Brazil_B1/Forest_Fires_in_Brazil_B1_007.json
+++ b/single_point_prediction/daily/Forest_Fires_in_Brazil_B1/Forest_Fires_in_Brazil_B1_007.json
@@ -5,7 +5,7 @@
   "perspective": "data_holder",
   "dataset_name": "Forest Fires in Brazil",
   "table_path": "kaggle/Forest Fires in Brazil",
-  "query": "While reviewing our old forest fire archives, a particular entry for the state of Sergipe caught my eye. The log states that back in Julho of 2015, specifically dated 2015-01-01, they were tracking incidents. Since you have all that decade's worth of Brazilian state data I provided, could you give me an estimate for how many fires were actually burning there on that day?",
+  "query": "While reviewing our old forest fire archives, a particular entry for the state of Sergipe caught my eye. The log states that back in Julho of 2015, with 2015-01-01 stored as the year marker, they were tracking incidents. Since you have all that decade's worth of Brazilian state data I provided, could you give me an estimate for how many fires were actually burning there that month?",
   "meta_info": {
     "domain": "daily"
   },
@@ -32,4 +32,4 @@
   },
   "response": "",
   "evaluation_score": {}
-}
\ No newline at end of file
+}
diff --git a/single_point_prediction/daily/Forest_Fires_in_Brazil_B1/Forest_Fires_in_Brazil_B1_008.json b/single_point_prediction/daily/Forest_Fires_in_Brazil_B1/Forest_Fires_in_Brazil_B1_008.json
index ae73f5d31dd67a522a6111195bd98c32d1c3906b..e7a7eb4d58f002d04df34ee4ff64124566d15b00 100644
--- a/single_point_prediction/daily/Forest_Fires_in_Brazil_B1/Forest_Fires_in_Brazil_B1_008.json
+++ b/single_point_prediction/daily/Forest_Fires_in_Brazil_B1/Forest_Fires_in_Brazil_B1_008.json
@@ -5,7 +5,7 @@
   "perspective": "data_holder",
   "dataset_name": "Forest Fires in Brazil",
   "table_path": "kaggle/Forest Fires in Brazil",
-  "query": "Flipping through this archive, a page from Setembro 2008 in Amazonas catches my eye, with the entry for 2008-01-01. It's one piece of a much larger puzzle that I've shared with you. Comparing it to the rest of the history, what's your take on the number of fires that happened then?",
+  "query": "Flipping through this archive, a page from Setembro 2008 in Amazonas catches my eye, with the year marker stored as 2008-01-01. It's one piece of a much larger puzzle that I've shared with you. Comparing it to the rest of the history, what's your take on the number of fires that happened then?",
   "meta_info": {
     "domain": "daily"
   },
@@ -32,4 +32,4 @@
   },
   "response": "",
   "evaluation_score": {}
-}
\ No newline at end of file
+}
diff --git a/single_point_prediction/daily/Forest_Fires_in_Brazil_B1/history.csv b/single_point_prediction/daily/Forest_Fires_in_Brazil_B1/history.csv
index d5801f0ca4d57a191120e01917ea2166763dc175..1e88fe02b062c4a227c68ac52397b68d3856e02f 100644
--- a/single_point_prediction/daily/Forest_Fires_in_Brazil_B1/history.csv
+++ b/single_point_prediction/daily/Forest_Fires_in_Brazil_B1/history.csv
@@ -31,26 +31,26 @@ year,state,month,number,date
 2015,Acre,Fevereiro,2.0,2015-01-01
 2016,Acre,Fevereiro,5.0,2016-01-01
 2017,Acre,Fevereiro,1.0,2017-01-01
-1998,Acre,Mar�o,0.0,1998-01-01
-1999,Acre,Mar�o,0.0,1999-01-01
-2000,Acre,Mar�o,11.0,2000-01-01
-2001,Acre,Mar�o,0.0,2001-01-01
-2002,Acre,Mar�o,0.0,2002-01-01
-2003,Acre,Mar�o,0.0,2003-01-01
-2004,Acre,Mar�o,0.0,2004-01-01
-2005,Acre,Mar�o,3.0,2005-01-01
-2006,Acre,Mar�o,0.0,2006-01-01
-2007,Acre,Mar�o,2.0,2007-01-01
-2008,Acre,Mar�o,0.0,2008-01-01
-2009,Acre,Mar�o,1.0,2009-01-01
-2010,Acre,Mar�o,0.0,2010-01-01
-2011,Acre,Mar�o,0.0,2011-01-01
-2012,Acre,Mar�o,1.0,2012-01-01
-2013,Acre,Mar�o,2.0,2013-01-01
-2014,Acre,Mar�o,1.0,2014-01-01
-2015,Acre,Mar�o,2.0,2015-01-01
-2016,Acre,Mar�o,0.0,2016-01-01
-2017,Acre,Mar�o,0.0,2017-01-01
+1998,Acre,Março,0.0,1998-01-01
+1999,Acre,Março,0.0,1999-01-01
+2000,Acre,Março,11.0,2000-01-01
+2001,Acre,Março,0.0,2001-01-01
+2002,Acre,Março,0.0,2002-01-01
+2003,Acre,Março,0.0,2003-01-01
+2004,Acre,Março,0.0,2004-01-01
+2005,Acre,Março,3.0,2005-01-01
+2006,Acre,Março,0.0,2006-01-01
+2007,Acre,Março,2.0,2007-01-01
+2008,Acre,Março,0.0,2008-01-01
+2009,Acre,Março,1.0,2009-01-01
+2010,Acre,Março,0.0,2010-01-01
+2011,Acre,Março,0.0,2011-01-01
+2012,Acre,Março,1.0,2012-01-01
+2013,Acre,Março,2.0,2013-01-01
+2014,Acre,Março,1.0,2014-01-01
+2015,Acre,Março,2.0,2015-01-01
+2016,Acre,Março,0.0,2016-01-01
+2017,Acre,Março,0.0,2017-01-01
 1998,Acre,Abril,0.0,1998-01-01
 1999,Acre,Abril,0.0,1999-01-01
 2000,Acre,Abril,1.0,2000-01-01
@@ -271,26 +271,26 @@ year,state,month,number,date
 2015,Alagoas,Fevereiro,46.0,2015-01-01
 2016,Alagoas,Fevereiro,14.0,2016-01-01
 2017,Alagoas,Fevereiro,21.0,2017-01-01
-1998,Alagoas,Mar�o,0.0,1998-01-01
-1999,Alagoas,Mar�o,52.0,1999-01-01
-2000,Alagoas,Mar�o,32.0,2000-01-01
-2001,Alagoas,Mar�o,0.0,2001-01-01
-2002,Alagoas,Mar�o,27.0,2002-01-01
-2003,Alagoas,Mar�o,15.0,2003-01-01
-2004,Alagoas,Mar�o,16.0,2004-01-01
-2005,Alagoas,Mar�o,35.0,2005-01-01
-2006,Alagoas,Mar�o,37.0,2006-01-01
-2007,Alagoas,Mar�o,7.0,2007-01-01
-2008,Alagoas,Mar�o,31.0,2008-01-01
-2009,Alagoas,Mar�o,31.0,2009-01-01
-2010,Alagoas,Mar�o,70.0,2010-01-01
-2011,Alagoas,Mar�o,34.0,2011-01-01
-2012,Alagoas,Mar�o,44.0,2012-01-01
-2013,Alagoas,Mar�o,31.0,2013-01-01
-2014,Alagoas,Mar�o,28.0,2014-01-01
-2015,Alagoas,Mar�o,32.0,2015-01-01
-2016,Alagoas,Mar�o,9.0,2016-01-01
-2017,Alagoas,Mar�o,23.0,2017-01-01
+1998,Alagoas,Março,0.0,1998-01-01
+1999,Alagoas,Março,52.0,1999-01-01
+2000,Alagoas,Março,32.0,2000-01-01
+2001,Alagoas,Março,0.0,2001-01-01
+2002,Alagoas,Março,27.0,2002-01-01
+2003,Alagoas,Março,15.0,2003-01-01
+2004,Alagoas,Março,16.0,2004-01-01
+2005,Alagoas,Março,35.0,2005-01-01
+2006,Alagoas,Março,37.0,2006-01-01
+2007,Alagoas,Março,7.0,2007-01-01
+2008,Alagoas,Março,31.0,2008-01-01
+2009,Alagoas,Março,31.0,2009-01-01
+2010,Alagoas,Março,70.0,2010-01-01
+2011,Alagoas,Março,34.0,2011-01-01
+2012,Alagoas,Março,44.0,2012-01-01
+2013,Alagoas,Março,31.0,2013-01-01
+2014,Alagoas,Março,28.0,2014-01-01
+2015,Alagoas,Março,32.0,2015-01-01
+2016,Alagoas,Março,9.0,2016-01-01
+2017,Alagoas,Março,23.0,2017-01-01
 1998,Alagoas,Abril,0.0,1998-01-01
 1999,Alagoas,Abril,4.0,1999-01-01
 2000,Alagoas,Abril,20.0,2000-01-01
@@ -510,26 +510,26 @@ year,state,month,number,date
 2015,Amapa,Fevereiro,1.0,2015-01-01
 2016,Amapa,Fevereiro,1.0,2016-01-01
 2017,Amapa,Fevereiro,0.0,2017-01-01
-1998,Amapa,Mar�o,0.0,1998-01-01
-1999,Amapa,Mar�o,2.0,1999-01-01
-2000,Amapa,Mar�o,0.0,2000-01-01
-2001,Amapa,Mar�o,0.0,2001-01-01
-2002,Amapa,Mar�o,0.0,2002-01-01
-2003,Amapa,Mar�o,1.0,2003-01-01
-2004,Amapa,Mar�o,0.0,2004-01-01
-2005,Amapa,Mar�o,0.0,2005-01-01
-2006,Amapa,Mar�o,0.0,2006-01-01
-2007,Amapa,Mar�o,0.0,2007-01-01
-2008,Amapa,Mar�o,1.0,2008-01-01
-2009,Amapa,Mar�o,1.0,2009-01-01
-2010,Amapa,Mar�o,2.0,2010-01-01
-2011,Amapa,Mar�o,0.0,2011-01-01
-2012,Amapa,Mar�o,1.0,2012-01-01
-2013,Amapa,Mar�o,0.0,2013-01-01
-2014,Amapa,Mar�o,1.0,2014-01-01
-2015,Amapa,Mar�o,2.0,2015-01-01
-2016,Amapa,Mar�o,5.0,2016-01-01
-2017,Amapa,Mar�o,0.0,2017-01-01
+1998,Amapa,Março,0.0,1998-01-01
+1999,Amapa,Março,2.0,1999-01-01
+2000,Amapa,Março,0.0,2000-01-01
+2001,Amapa,Março,0.0,2001-01-01
+2002,Amapa,Março,0.0,2002-01-01
+2003,Amapa,Março,1.0,2003-01-01
+2004,Amapa,Março,0.0,2004-01-01
+2005,Amapa,Março,0.0,2005-01-01
+2006,Amapa,Março,0.0,2006-01-01
+2007,Amapa,Março,0.0,2007-01-01
+2008,Amapa,Março,1.0,2008-01-01
+2009,Amapa,Março,1.0,2009-01-01
+2010,Amapa,Março,2.0,2010-01-01
+2011,Amapa,Março,0.0,2011-01-01
+2012,Amapa,Março,1.0,2012-01-01
+2013,Amapa,Março,0.0,2013-01-01
+2014,Amapa,Março,1.0,2014-01-01
+2015,Amapa,Março,2.0,2015-01-01
+2016,Amapa,Março,5.0,2016-01-01
+2017,Amapa,Março,0.0,2017-01-01
 1998,Amapa,Abril,0.0,1998-01-01
 1999,Amapa,Abril,0.0,1999-01-01
 2000,Amapa,Abril,0.0,2000-01-01
@@ -749,26 +749,26 @@ year,state,month,number,date
 2015,Amazonas,Fevereiro,107.0,2015-01-01
 2016,Amazonas,Fevereiro,275.0,2016-01-01
 2017,Amazonas,Fevereiro,52.0,2017-01-01
-1998,Amazonas,Mar�o,0.0,1998-01-01
-1999,Amazonas,Mar�o,7.0,1999-01-01
-2000,Amazonas,Mar�o,69.0,2000-01-01
-2001,Amazonas,Mar�o,6.0,2001-01-01
-2002,Amazonas,Mar�o,5.0,2002-01-01
-2003,Amazonas,Mar�o,64.0,2003-01-01
-2004,Amazonas,Mar�o,6.0,2004-01-01
-2005,Amazonas,Mar�o,12.0,2005-01-01
-2006,Amazonas,Mar�o,20.0,2006-01-01
-2007,Amazonas,Mar�o,6.0,2007-01-01
-2008,Amazonas,Mar�o,10.0,2008-01-01
-2009,Amazonas,Mar�o,11.0,2009-01-01
-2010,Amazonas,Mar�o,116.0,2010-01-01
-2011,Amazonas,Mar�o,49.0,2011-01-01
-2012,Amazonas,Mar�o,17.0,2012-01-01
-2013,Amazonas,Mar�o,49.0,2013-01-01
-2014,Amazonas,Mar�o,50.0,2014-01-01
-2015,Amazonas,Mar�o,46.0,2015-01-01
-2016,Amazonas,Mar�o,140.0,2016-01-01
-2017,Amazonas,Mar�o,45.0,2017-01-01
+1998,Amazonas,Março,0.0,1998-01-01
+1999,Amazonas,Março,7.0,1999-01-01
+2000,Amazonas,Março,69.0,2000-01-01
+2001,Amazonas,Março,6.0,2001-01-01
+2002,Amazonas,Março,5.0,2002-01-01
+2003,Amazonas,Março,64.0,2003-01-01
+2004,Amazonas,Março,6.0,2004-01-01
+2005,Amazonas,Março,12.0,2005-01-01
+2006,Amazonas,Março,20.0,2006-01-01
+2007,Amazonas,Março,6.0,2007-01-01
+2008,Amazonas,Março,10.0,2008-01-01
+2009,Amazonas,Março,11.0,2009-01-01
+2010,Amazonas,Março,116.0,2010-01-01
+2011,Amazonas,Março,49.0,2011-01-01
+2012,Amazonas,Março,17.0,2012-01-01
+2013,Amazonas,Março,49.0,2013-01-01
+2014,Amazonas,Março,50.0,2014-01-01
+2015,Amazonas,Março,46.0,2015-01-01
+2016,Amazonas,Março,140.0,2016-01-01
+2017,Amazonas,Março,45.0,2017-01-01
 1998,Amazonas,Abril,0.0,1998-01-01
 1999,Amazonas,Abril,2.0,1999-01-01
 2000,Amazonas,Abril,18.0,2000-01-01
@@ -987,26 +987,26 @@ year,state,month,number,date
 2015,Bahia,Fevereiro,143.0,2015-01-01
 2016,Bahia,Fevereiro,418.0,2016-01-01
 2017,Bahia,Fevereiro,100.0,2017-01-01
-1998,Bahia,Mar�o,0.0,1998-01-01
-1999,Bahia,Mar�o,83.0,1999-01-01
-2000,Bahia,Mar�o,65.0,2000-01-01
-2001,Bahia,Mar�o,4.0,2001-01-01
-2002,Bahia,Mar�o,146.0,2002-01-01
-2003,Bahia,Mar�o,274.0,2003-01-01
-2004,Bahia,Mar�o,115.0,2004-01-01
-2005,Bahia,Mar�o,158.0,2005-01-01
-2006,Bahia,Mar�o,199.0,2006-01-01
-2007,Bahia,Mar�o,141.0,2007-01-01
-2008,Bahia,Mar�o,135.0,2008-01-01
-2009,Bahia,Mar�o,249.0,2009-01-01
-2010,Bahia,Mar�o,156.0,2010-01-01
-2011,Bahia,Mar�o,90.0,2011-01-01
-2012,Bahia,Mar�o,404.0,2012-01-01
-2013,Bahia,Mar�o,363.0,2013-01-01
-2014,Bahia,Mar�o,148.0,2014-01-01
-2015,Bahia,Mar�o,229.0,2015-01-01
-2016,Bahia,Mar�o,281.0,2016-01-01
-2017,Bahia,Mar�o,163.0,2017-01-01
+1998,Bahia,Março,0.0,1998-01-01
+1999,Bahia,Março,83.0,1999-01-01
+2000,Bahia,Março,65.0,2000-01-01
+2001,Bahia,Março,4.0,2001-01-01
+2002,Bahia,Março,146.0,2002-01-01
+2003,Bahia,Março,274.0,2003-01-01
+2004,Bahia,Março,115.0,2004-01-01
+2005,Bahia,Março,158.0,2005-01-01
+2006,Bahia,Março,199.0,2006-01-01
+2007,Bahia,Março,141.0,2007-01-01
+2008,Bahia,Março,135.0,2008-01-01
+2009,Bahia,Março,249.0,2009-01-01
+2010,Bahia,Março,156.0,2010-01-01
+2011,Bahia,Março,90.0,2011-01-01
+2012,Bahia,Março,404.0,2012-01-01
+2013,Bahia,Março,363.0,2013-01-01
+2014,Bahia,Março,148.0,2014-01-01
+2015,Bahia,Março,229.0,2015-01-01
+2016,Bahia,Março,281.0,2016-01-01
+2017,Bahia,Março,163.0,2017-01-01
 1998,Bahia,Abril,0.0,1998-01-01
 1999,Bahia,Abril,55.0,1999-01-01
 2000,Bahia,Abril,23.0,2000-01-01
@@ -1225,26 +1225,26 @@ year,state,month,number,date
 2015,Ceara,Fevereiro,25.0,2015-01-01
 2016,Ceara,Fevereiro,13.0,2016-01-01
 2017,Ceara,Fevereiro,9.0,2017-01-01
-1998,Ceara,Mar�o,0.0,1998-01-01
-1999,Ceara,Mar�o,30.0,1999-01-01
-2000,Ceara,Mar�o,9.0,2000-01-01
-2001,Ceara,Mar�o,0.0,2001-01-01
-2002,Ceara,Mar�o,17.0,2002-01-01
-2003,Ceara,Mar�o,3.0,2003-01-01
-2004,Ceara,Mar�o,1.0,2004-01-01
-2005,Ceara,Mar�o,5.0,2005-01-01
-2006,Ceara,Mar�o,3.0,2006-01-01
-2007,Ceara,Mar�o,2.0,2007-01-01
-2008,Ceara,Mar�o,2.0,2008-01-01
-2009,Ceara,Mar�o,3.0,2009-01-01
-2010,Ceara,Mar�o,40.0,2010-01-01
-2011,Ceara,Mar�o,6.0,2011-01-01
-2012,Ceara,Mar�o,10.0,2012-01-01
-2013,Ceara,Mar�o,17.0,2013-01-01
-2014,Ceara,Mar�o,6.0,2014-01-01
-2015,Ceara,Mar�o,20.0,2015-01-01
-2016,Ceara,Mar�o,4.0,2016-01-01
-2017,Ceara,Mar�o,4.0,2017-01-01
+1998,Ceara,Março,0.0,1998-01-01
+1999,Ceara,Março,30.0,1999-01-01
+2000,Ceara,Março,9.0,2000-01-01
+2001,Ceara,Março,0.0,2001-01-01
+2002,Ceara,Março,17.0,2002-01-01
+2003,Ceara,Março,3.0,2003-01-01
+2004,Ceara,Março,1.0,2004-01-01
+2005,Ceara,Março,5.0,2005-01-01
+2006,Ceara,Março,3.0,2006-01-01
+2007,Ceara,Março,2.0,2007-01-01
+2008,Ceara,Março,2.0,2008-01-01
+2009,Ceara,Março,3.0,2009-01-01
+2010,Ceara,Março,40.0,2010-01-01
+2011,Ceara,Março,6.0,2011-01-01
+2012,Ceara,Março,10.0,2012-01-01
+2013,Ceara,Março,17.0,2013-01-01
+2014,Ceara,Março,6.0,2014-01-01
+2015,Ceara,Março,20.0,2015-01-01
+2016,Ceara,Março,4.0,2016-01-01
+2017,Ceara,Março,4.0,2017-01-01
 1998,Ceara,Abril,0.0,1998-01-01
 1999,Ceara,Abril,6.0,1999-01-01
 2000,Ceara,Abril,15.0,2000-01-01
@@ -1464,26 +1464,26 @@ year,state,month,number,date
 2015,Distrito Federal,Fevereiro,0.0,2015-01-01
 2016,Distrito Federal,Fevereiro,2.0,2016-01-01
 2017,Distrito Federal,Fevereiro,0.0,2017-01-01
-1998,Distrito Federal,Mar�o,0.0,1998-01-01
-1999,Distrito Federal,Mar�o,0.0,1999-01-01
-2000,Distrito Federal,Mar�o,0.0,2000-01-01
-2001,Distrito Federal,Mar�o,0.0,2001-01-01
-2002,Distrito Federal,Mar�o,0.0,2002-01-01
-2003,Distrito Federal,Mar�o,0.0,2003-01-01
-2004,Distrito Federal,Mar�o,0.0,2004-01-01
-2005,Distrito Federal,Mar�o,0.0,2005-01-01
-2006,Distrito Federal,Mar�o,0.0,2006-01-01
-2007,Distrito Federal,Mar�o,1.0,2007-01-01
-2008,Distrito Federal,Mar�o,2.0,2008-01-01
-2009,Distrito Federal,Mar�o,0.0,2009-01-01
-2010,Distrito Federal,Mar�o,0.0,2010-01-01
-2011,Distrito Federal,Mar�o,0.0,2011-01-01
-2012,Distrito Federal,Mar�o,0.0,2012-01-01
-2013,Distrito Federal,Mar�o,1.0,2013-01-01
-2014,Distrito Federal,Mar�o,1.0,2014-01-01
-2015,Distrito Federal,Mar�o,0.0,2015-01-01
-2016,Distrito Federal,Mar�o,1.0,2016-01-01
-2017,Distrito Federal,Mar�o,0.0,2017-01-01
+1998,Distrito Federal,Março,0.0,1998-01-01
+1999,Distrito Federal,Março,0.0,1999-01-01
+2000,Distrito Federal,Março,0.0,2000-01-01
+2001,Distrito Federal,Março,0.0,2001-01-01
+2002,Distrito Federal,Março,0.0,2002-01-01
+2003,Distrito Federal,Março,0.0,2003-01-01
+2004,Distrito Federal,Março,0.0,2004-01-01
+2005,Distrito Federal,Março,0.0,2005-01-01
+2006,Distrito Federal,Março,0.0,2006-01-01
+2007,Distrito Federal,Março,1.0,2007-01-01
+2008,Distrito Federal,Março,2.0,2008-01-01
+2009,Distrito Federal,Março,0.0,2009-01-01
+2010,Distrito Federal,Março,0.0,2010-01-01
+2011,Distrito Federal,Março,0.0,2011-01-01
+2012,Distrito Federal,Março,0.0,2012-01-01
+2013,Distrito Federal,Março,1.0,2013-01-01
+2014,Distrito Federal,Março,1.0,2014-01-01
+2015,Distrito Federal,Março,0.0,2015-01-01
+2016,Distrito Federal,Março,1.0,2016-01-01
+2017,Distrito Federal,Março,0.0,2017-01-01
 1998,Distrito Federal,Abril,0.0,1998-01-01
 1999,Distrito Federal,Abril,0.0,1999-01-01
 2000,Distrito Federal,Abril,0.0,2000-01-01
@@ -1702,26 +1702,26 @@ year,state,month,number,date
 2015,Espirito Santo,Fevereiro,60.0,2015-01-01
 2016,Espirito Santo,Fevereiro,24.0,2016-01-01
 2017,Espirito Santo,Fevereiro,8.0,2017-01-01
-1998,Espirito Santo,Mar�o,0.0,1998-01-01
-1999,Espirito Santo,Mar�o,8.0,1999-01-01
-2000,Espirito Santo,Mar�o,1.0,2000-01-01
-2001,Espirito Santo,Mar�o,2.0,2001-01-01
-2002,Espirito Santo,Mar�o,4.0,2002-01-01
-2003,Espirito Santo,Mar�o,28.0,2003-01-01
-2004,Espirito Santo,Mar�o,3.0,2004-01-01
-2005,Espirito Santo,Mar�o,3.0,2005-01-01
-2006,Espirito Santo,Mar�o,14.0,2006-01-01
-2007,Espirito Santo,Mar�o,9.0,2007-01-01
-2008,Espirito Santo,Mar�o,5.0,2008-01-01
-2009,Espirito Santo,Mar�o,11.0,2009-01-01
-2010,Espirito Santo,Mar�o,3.0,2010-01-01
-2011,Espirito Santo,Mar�o,5.0,2011-01-01
-2012,Espirito Santo,Mar�o,35.0,2012-01-01
-2013,Espirito Santo,Mar�o,13.0,2013-01-01
-2014,Espirito Santo,Mar�o,15.0,2014-01-01
-2015,Espirito Santo,Mar�o,25.0,2015-01-01
-2016,Espirito Santo,Mar�o,107.0,2016-01-01
-2017,Espirito Santo,Mar�o,9.0,2017-01-01
+1998,Espirito Santo,Março,0.0,1998-01-01
+1999,Espirito Santo,Março,8.0,1999-01-01
+2000,Espirito Santo,Março,1.0,2000-01-01
+2001,Espirito Santo,Março,2.0,2001-01-01
+2002,Espirito Santo,Março,4.0,2002-01-01
+2003,Espirito Santo,Março,28.0,2003-01-01
+2004,Espirito Santo,Março,3.0,2004-01-01
+2005,Espirito Santo,Março,3.0,2005-01-01
+2006,Espirito Santo,Março,14.0,2006-01-01
+2007,Espirito Santo,Março,9.0,2007-01-01
+2008,Espirito Santo,Março,5.0,2008-01-01
+2009,Espirito Santo,Março,11.0,2009-01-01
+2010,Espirito Santo,Março,3.0,2010-01-01
+2011,Espirito Santo,Março,5.0,2011-01-01
+2012,Espirito Santo,Março,35.0,2012-01-01
+2013,Espirito Santo,Março,13.0,2013-01-01
+2014,Espirito Santo,Março,15.0,2014-01-01
+2015,Espirito Santo,Março,25.0,2015-01-01
+2016,Espirito Santo,Março,107.0,2016-01-01
+2017,Espirito Santo,Março,9.0,2017-01-01
 1998,Espirito Santo,Abril,0.0,1998-01-01
 1999,Espirito Santo,Abril,2.0,1999-01-01
 2000,Espirito Santo,Abril,3.0,2000-01-01
@@ -1941,26 +1941,26 @@ year,state,month,number,date
 2015,Goias,Fevereiro,53.0,2015-01-01
 2016,Goias,Fevereiro,117.0,2016-01-01
 2017,Goias,Fevereiro,75.0,2017-01-01
-1998,Goias,Mar�o,0.0,1998-01-01
-1999,Goias,Mar�o,1.0,1999-01-01
-2000,Goias,Mar�o,4.0,2000-01-01
-2001,Goias,Mar�o,10.0,2001-01-01
-2002,Goias,Mar�o,48.0,2002-01-01
-2003,Goias,Mar�o,29.0,2003-01-01
-2004,Goias,Mar�o,36.0,2004-01-01
-2005,Goias,Mar�o,36.0,2005-01-01
-2006,Goias,Mar�o,29.0,2006-01-01
-2007,Goias,Mar�o,49.0,2007-01-01
-2008,Goias,Mar�o,20.0,2008-01-01
-2009,Goias,Mar�o,32.0,2009-01-01
-2010,Goias,Mar�o,65.0,2010-01-01
-2011,Goias,Mar�o,19.0,2011-01-01
-2012,Goias,Mar�o,57.0,2012-01-01
-2013,Goias,Mar�o,79.0,2013-01-01
-2014,Goias,Mar�o,80.0,2014-01-01
-2015,Goias,Mar�o,76.0,2015-01-01
-2016,Goias,Mar�o,136.0,2016-01-01
-2017,Goias,Mar�o,115.0,2017-01-01
+1998,Goias,Março,0.0,1998-01-01
+1999,Goias,Março,1.0,1999-01-01
+2000,Goias,Março,4.0,2000-01-01
+2001,Goias,Março,10.0,2001-01-01
+2002,Goias,Março,48.0,2002-01-01
+2003,Goias,Março,29.0,2003-01-01
+2004,Goias,Março,36.0,2004-01-01
+2005,Goias,Março,36.0,2005-01-01
+2006,Goias,Março,29.0,2006-01-01
+2007,Goias,Março,49.0,2007-01-01
+2008,Goias,Março,20.0,2008-01-01
+2009,Goias,Março,32.0,2009-01-01
+2010,Goias,Março,65.0,2010-01-01
+2011,Goias,Março,19.0,2011-01-01
+2012,Goias,Março,57.0,2012-01-01
+2013,Goias,Março,79.0,2013-01-01
+2014,Goias,Março,80.0,2014-01-01
+2015,Goias,Março,76.0,2015-01-01
+2016,Goias,Março,136.0,2016-01-01
+2017,Goias,Março,115.0,2017-01-01
 1998,Goias,Abril,0.0,1998-01-01
 1999,Goias,Abril,25.0,1999-01-01
 2000,Goias,Abril,16.0,2000-01-01
@@ -2180,26 +2180,26 @@ year,state,month,number,date
 2015,Maranhao,Fevereiro,95.0,2015-01-01
 2016,Maranhao,Fevereiro,318.0,2016-01-01
 2017,Maranhao,Fevereiro,47.0,2017-01-01
-1998,Maranhao,Mar�o,0.0,1998-01-01
-1999,Maranhao,Mar�o,17.0,1999-01-01
-2000,Maranhao,Mar�o,6.0,2000-01-01
-2001,Maranhao,Mar�o,0.0,2001-01-01
-2002,Maranhao,Mar�o,16.0,2002-01-01
-2003,Maranhao,Mar�o,16.0,2003-01-01
-2004,Maranhao,Mar�o,18.0,2004-01-01
-2005,Maranhao,Mar�o,9.0,2005-01-01
-2006,Maranhao,Mar�o,14.0,2006-01-01
-2007,Maranhao,Mar�o,52.0,2007-01-01
-2008,Maranhao,Mar�o,4.0,2008-01-01
-2009,Maranhao,Mar�o,33.0,2009-01-01
-2010,Maranhao,Mar�o,82.0,2010-01-01
-2011,Maranhao,Mar�o,22.0,2011-01-01
-2012,Maranhao,Mar�o,49.0,2012-01-01
-2013,Maranhao,Mar�o,30.0,2013-01-01
-2014,Maranhao,Mar�o,59.0,2014-01-01
-2015,Maranhao,Mar�o,53.0,2015-01-01
-2016,Maranhao,Mar�o,113.0,2016-01-01
-2017,Maranhao,Mar�o,32.0,2017-01-01
+1998,Maranhao,Março,0.0,1998-01-01
+1999,Maranhao,Março,17.0,1999-01-01
+2000,Maranhao,Março,6.0,2000-01-01
+2001,Maranhao,Março,0.0,2001-01-01
+2002,Maranhao,Março,16.0,2002-01-01
+2003,Maranhao,Março,16.0,2003-01-01
+2004,Maranhao,Março,18.0,2004-01-01
+2005,Maranhao,Março,9.0,2005-01-01
+2006,Maranhao,Março,14.0,2006-01-01
+2007,Maranhao,Março,52.0,2007-01-01
+2008,Maranhao,Março,4.0,2008-01-01
+2009,Maranhao,Março,33.0,2009-01-01
+2010,Maranhao,Março,82.0,2010-01-01
+2011,Maranhao,Março,22.0,2011-01-01
+2012,Maranhao,Março,49.0,2012-01-01
+2013,Maranhao,Março,30.0,2013-01-01
+2014,Maranhao,Março,59.0,2014-01-01
+2015,Maranhao,Março,53.0,2015-01-01
+2016,Maranhao,Março,113.0,2016-01-01
+2017,Maranhao,Março,32.0,2017-01-01
 1998,Maranhao,Abril,0.0,1998-01-01
 1999,Maranhao,Abril,4.0,1999-01-01
 2000,Maranhao,Abril,6.0,2000-01-01
@@ -2419,26 +2419,26 @@ year,state,month,number,date
 2015,Mato Grosso,Fevereiro,542.0,2015-01-01
 2016,Mato Grosso,Fevereiro,1.05,2016-01-01
 2017,Mato Grosso,Fevereiro,337.0,2017-01-01
-1998,Mato Grosso,Mar�o,0.0,1998-01-01
-1999,Mato Grosso,Mar�o,18.0,1999-01-01
-2000,Mato Grosso,Mar�o,60.0,2000-01-01
-2001,Mato Grosso,Mar�o,24.0,2001-01-01
-2002,Mato Grosso,Mar�o,103.0,2002-01-01
-2003,Mato Grosso,Mar�o,554.0,2003-01-01
-2004,Mato Grosso,Mar�o,743.0,2004-01-01
-2005,Mato Grosso,Mar�o,362.0,2005-01-01
-2006,Mato Grosso,Mar�o,448.0,2006-01-01
-2007,Mato Grosso,Mar�o,476.0,2007-01-01
-2008,Mato Grosso,Mar�o,180.0,2008-01-01
-2009,Mato Grosso,Mar�o,325.0,2009-01-01
-2010,Mato Grosso,Mar�o,605.0,2010-01-01
-2011,Mato Grosso,Mar�o,252.0,2011-01-01
-2012,Mato Grosso,Mar�o,423.0,2012-01-01
-2013,Mato Grosso,Mar�o,563.0,2013-01-01
-2014,Mato Grosso,Mar�o,655.0,2014-01-01
-2015,Mato Grosso,Mar�o,705.0,2015-01-01
-2016,Mato Grosso,Mar�o,1.085,2016-01-01
-2017,Mato Grosso,Mar�o,719.0,2017-01-01
+1998,Mato Grosso,Março,0.0,1998-01-01
+1999,Mato Grosso,Março,18.0,1999-01-01
+2000,Mato Grosso,Março,60.0,2000-01-01
+2001,Mato Grosso,Março,24.0,2001-01-01
+2002,Mato Grosso,Março,103.0,2002-01-01
+2003,Mato Grosso,Março,554.0,2003-01-01
+2004,Mato Grosso,Março,743.0,2004-01-01
+2005,Mato Grosso,Março,362.0,2005-01-01
+2006,Mato Grosso,Março,448.0,2006-01-01
+2007,Mato Grosso,Março,476.0,2007-01-01
+2008,Mato Grosso,Março,180.0,2008-01-01
+2009,Mato Grosso,Março,325.0,2009-01-01
+2010,Mato Grosso,Março,605.0,2010-01-01
+2011,Mato Grosso,Março,252.0,2011-01-01
+2012,Mato Grosso,Março,423.0,2012-01-01
+2013,Mato Grosso,Março,563.0,2013-01-01
+2014,Mato Grosso,Março,655.0,2014-01-01
+2015,Mato Grosso,Março,705.0,2015-01-01
+2016,Mato Grosso,Março,1.085,2016-01-01
+2017,Mato Grosso,Março,719.0,2017-01-01
 1998,Mato Grosso,Abril,0.0,1998-01-01
 1999,Mato Grosso,Abril,76.0,1999-01-01
 2000,Mato Grosso,Abril,59.0,2000-01-01
@@ -2658,26 +2658,26 @@ year,state,month,number,date
 2015,Mato Grosso,Fevereiro,148.0,2015-01-01
 2016,Mato Grosso,Fevereiro,187.0,2016-01-01
 2017,Mato Grosso,Fevereiro,165.0,2017-01-01
-1998,Mato Grosso,Mar�o,0.0,1998-01-01
-1999,Mato Grosso,Mar�o,100.0,1999-01-01
-2000,Mato Grosso,Mar�o,23.0,2000-01-01
-2001,Mato Grosso,Mar�o,39.0,2001-01-01
-2002,Mato Grosso,Mar�o,115.0,2002-01-01
-2003,Mato Grosso,Mar�o,137.0,2003-01-01
-2004,Mato Grosso,Mar�o,225.0,2004-01-01
-2005,Mato Grosso,Mar�o,158.0,2005-01-01
-2006,Mato Grosso,Mar�o,137.0,2006-01-01
-2007,Mato Grosso,Mar�o,137.0,2007-01-01
-2008,Mato Grosso,Mar�o,97.0,2008-01-01
-2009,Mato Grosso,Mar�o,118.0,2009-01-01
-2010,Mato Grosso,Mar�o,149.0,2010-01-01
-2011,Mato Grosso,Mar�o,37.0,2011-01-01
-2012,Mato Grosso,Mar�o,169.0,2012-01-01
-2013,Mato Grosso,Mar�o,158.0,2013-01-01
-2014,Mato Grosso,Mar�o,95.0,2014-01-01
-2015,Mato Grosso,Mar�o,190.0,2015-01-01
-2016,Mato Grosso,Mar�o,143.0,2016-01-01
-2017,Mato Grosso,Mar�o,170.0,2017-01-01
+1998,Mato Grosso,Março,0.0,1998-01-01
+1999,Mato Grosso,Março,100.0,1999-01-01
+2000,Mato Grosso,Março,23.0,2000-01-01
+2001,Mato Grosso,Março,39.0,2001-01-01
+2002,Mato Grosso,Março,115.0,2002-01-01
+2003,Mato Grosso,Março,137.0,2003-01-01
+2004,Mato Grosso,Março,225.0,2004-01-01
+2005,Mato Grosso,Março,158.0,2005-01-01
+2006,Mato Grosso,Março,137.0,2006-01-01
+2007,Mato Grosso,Março,137.0,2007-01-01
+2008,Mato Grosso,Março,97.0,2008-01-01
+2009,Mato Grosso,Março,118.0,2009-01-01
+2010,Mato Grosso,Março,149.0,2010-01-01
+2011,Mato Grosso,Março,37.0,2011-01-01
+2012,Mato Grosso,Março,169.0,2012-01-01
+2013,Mato Grosso,Março,158.0,2013-01-01
+2014,Mato Grosso,Março,95.0,2014-01-01
+2015,Mato Grosso,Março,190.0,2015-01-01
+2016,Mato Grosso,Março,143.0,2016-01-01
+2017,Mato Grosso,Março,170.0,2017-01-01
 1998,Mato Grosso,Abril,0.0,1998-01-01
 1999,Mato Grosso,Abril,97.0,1999-01-01
 2000,Mato Grosso,Abril,90.0,2000-01-01
@@ -2897,26 +2897,26 @@ year,state,month,number,date
 2015,Minas Gerais,Fevereiro,84.0,2015-01-01
 2016,Minas Gerais,Fevereiro,207.0,2016-01-01
 2017,Minas Gerais,Fevereiro,61.0,2017-01-01
-1998,Minas Gerais,Mar�o,0.0,1998-01-01
-1999,Minas Gerais,Mar�o,13.0,1999-01-01
-2000,Minas Gerais,Mar�o,24.0,2000-01-01
-2001,Minas Gerais,Mar�o,13.0,2001-01-01
-2002,Minas Gerais,Mar�o,62.0,2002-01-01
-2003,Minas Gerais,Mar�o,81.0,2003-01-01
-2004,Minas Gerais,Mar�o,81.0,2004-01-01
-2005,Minas Gerais,Mar�o,107.0,2005-01-01
-2006,Minas Gerais,Mar�o,69.0,2006-01-01
-2007,Minas Gerais,Mar�o,155.0,2007-01-01
-2008,Minas Gerais,Mar�o,61.0,2008-01-01
-2009,Minas Gerais,Mar�o,106.0,2009-01-01
-2010,Minas Gerais,Mar�o,109.0,2010-01-01
-2011,Minas Gerais,Mar�o,67.0,2011-01-01
-2012,Minas Gerais,Mar�o,152.0,2012-01-01
-2013,Minas Gerais,Mar�o,110.0,2013-01-01
-2014,Minas Gerais,Mar�o,77.0,2014-01-01
-2015,Minas Gerais,Mar�o,80.0,2015-01-01
-2016,Minas Gerais,Mar�o,123.0,2016-01-01
-2017,Minas Gerais,Mar�o,105.0,2017-01-01
+1998,Minas Gerais,Março,0.0,1998-01-01
+1999,Minas Gerais,Março,13.0,1999-01-01
+2000,Minas Gerais,Março,24.0,2000-01-01
+2001,Minas Gerais,Março,13.0,2001-01-01
+2002,Minas Gerais,Março,62.0,2002-01-01
+2003,Minas Gerais,Março,81.0,2003-01-01
+2004,Minas Gerais,Março,81.0,2004-01-01
+2005,Minas Gerais,Março,107.0,2005-01-01
+2006,Minas Gerais,Março,69.0,2006-01-01
+2007,Minas Gerais,Março,155.0,2007-01-01
+2008,Minas Gerais,Março,61.0,2008-01-01
+2009,Minas Gerais,Março,106.0,2009-01-01
+2010,Minas Gerais,Março,109.0,2010-01-01
+2011,Minas Gerais,Março,67.0,2011-01-01
+2012,Minas Gerais,Março,152.0,2012-01-01
+2013,Minas Gerais,Março,110.0,2013-01-01
+2014,Minas Gerais,Março,77.0,2014-01-01
+2015,Minas Gerais,Março,80.0,2015-01-01
+2016,Minas Gerais,Março,123.0,2016-01-01
+2017,Minas Gerais,Março,105.0,2017-01-01
 1998,Minas Gerais,Abril,0.0,1998-01-01
 1999,Minas Gerais,Abril,27.0,1999-01-01
 2000,Minas Gerais,Abril,49.0,2000-01-01
@@ -3096,245 +3096,245 @@ year,state,month,number,date
 2014,Minas Gerais,Dezembro,155.0,2014-01-01
 2015,Minas Gerais,Dezembro,295.0,2015-01-01
 2016,Minas Gerais,Dezembro,91.0,2016-01-01
-1998,Par�,Janeiro,0.0,1998-01-01
-1999,Par�,Janeiro,87.0,1999-01-01
-2000,Par�,Janeiro,30.0,2000-01-01
-2001,Par�,Janeiro,34.0,2001-01-01
-2002,Par�,Janeiro,144.0,2002-01-01
-2003,Par�,Janeiro,900.0,2003-01-01
-2004,Par�,Janeiro,579.0,2004-01-01
-2005,Par�,Janeiro,1.768,2005-01-01
-2006,Par�,Janeiro,403.0,2006-01-01
-2007,Par�,Janeiro,467.0,2007-01-01
-2008,Par�,Janeiro,131.0,2008-01-01
-2009,Par�,Janeiro,241.0,2009-01-01
-2010,Par�,Janeiro,437.0,2010-01-01
-2011,Par�,Janeiro,108.0,2011-01-01
-2012,Par�,Janeiro,392.0,2012-01-01
-2013,Par�,Janeiro,167.0,2013-01-01
-2014,Par�,Janeiro,251.0,2014-01-01
-2015,Par�,Janeiro,725.0,2015-01-01
-2016,Par�,Janeiro,1.322,2016-01-01
-2017,Par�,Janeiro,219.0,2017-01-01
-1998,Par�,Fevereiro,0.0,1998-01-01
-1999,Par�,Fevereiro,285.0,1999-01-01
-2000,Par�,Fevereiro,29.0,2000-01-01
-2001,Par�,Fevereiro,16.0,2001-01-01
-2002,Par�,Fevereiro,120.0,2002-01-01
-2003,Par�,Fevereiro,34.0,2003-01-01
-2004,Par�,Fevereiro,20.0,2004-01-01
-2005,Par�,Fevereiro,85.0,2005-01-01
-2006,Par�,Fevereiro,49.0,2006-01-01
-2007,Par�,Fevereiro,23.0,2007-01-01
-2008,Par�,Fevereiro,54.0,2008-01-01
-2009,Par�,Fevereiro,15.0,2009-01-01
-2010,Par�,Fevereiro,102.0,2010-01-01
-2011,Par�,Fevereiro,13.0,2011-01-01
-2012,Par�,Fevereiro,63.0,2012-01-01
-2013,Par�,Fevereiro,30.0,2013-01-01
-2014,Par�,Fevereiro,37.0,2014-01-01
-2015,Par�,Fevereiro,108.0,2015-01-01
-2016,Par�,Fevereiro,430.0,2016-01-01
-2017,Par�,Fevereiro,14.0,2017-01-01
-1998,Par�,Mar�o,0.0,1998-01-01
-1999,Par�,Mar�o,7.0,1999-01-01
-2000,Par�,Mar�o,181.0,2000-01-01
-2001,Par�,Mar�o,0.0,2001-01-01
-2002,Par�,Mar�o,14.0,2002-01-01
-2003,Par�,Mar�o,27.0,2003-01-01
-2004,Par�,Mar�o,22.0,2004-01-01
-2005,Par�,Mar�o,21.0,2005-01-01
-2006,Par�,Mar�o,10.0,2006-01-01
-2007,Par�,Mar�o,6.0,2007-01-01
-2008,Par�,Mar�o,4.0,2008-01-01
-2009,Par�,Mar�o,4.0,2009-01-01
-2010,Par�,Mar�o,110.0,2010-01-01
-2011,Par�,Mar�o,21.0,2011-01-01
-2012,Par�,Mar�o,30.0,2012-01-01
-2013,Par�,Mar�o,19.0,2013-01-01
-2014,Par�,Mar�o,34.0,2014-01-01
-2015,Par�,Mar�o,61.0,2015-01-01
-2016,Par�,Mar�o,81.0,2016-01-01
-2017,Par�,Mar�o,42.0,2017-01-01
-1998,Par�,Abril,0.0,1998-01-01
-1999,Par�,Abril,6.0,1999-01-01
-2000,Par�,Abril,40.0,2000-01-01
-2001,Par�,Abril,0.0,2001-01-01
-2002,Par�,Abril,11.0,2002-01-01
-2003,Par�,Abril,14.0,2003-01-01
-2004,Par�,Abril,23.0,2004-01-01
-2005,Par�,Abril,14.0,2005-01-01
-2006,Par�,Abril,2.0,2006-01-01
-2007,Par�,Abril,0.0,2007-01-01
-2008,Par�,Abril,7.0,2008-01-01
-2009,Par�,Abril,8.0,2009-01-01
-2010,Par�,Abril,22.0,2010-01-01
-2011,Par�,Abril,10.0,2011-01-01
-2012,Par�,Abril,11.0,2012-01-01
-2013,Par�,Abril,20.0,2013-01-01
-2014,Par�,Abril,27.0,2014-01-01
-2015,Par�,Abril,27.0,2015-01-01
-2016,Par�,Abril,66.0,2016-01-01
-2017,Par�,Abril,45.0,2017-01-01
-1998,Par�,Maio,0.0,1998-01-01
-1999,Par�,Maio,4.0,1999-01-01
-2000,Par�,Maio,12.0,2000-01-01
-2001,Par�,Maio,7.0,2001-01-01
-2002,Par�,Maio,18.0,2002-01-01
-2003,Par�,Maio,3.0,2003-01-01
-2004,Par�,Maio,44.0,2004-01-01
-2005,Par�,Maio,37.0,2005-01-01
-2006,Par�,Maio,0.0,2006-01-01
-2007,Par�,Maio,9.0,2007-01-01
-2008,Par�,Maio,0.0,2008-01-01
-2009,Par�,Maio,7.0,2009-01-01
-2010,Par�,Maio,57.0,2010-01-01
-2011,Par�,Maio,16.0,2011-01-01
-2012,Par�,Maio,59.0,2012-01-01
-2013,Par�,Maio,42.0,2013-01-01
-2014,Par�,Maio,70.0,2014-01-01
-2015,Par�,Maio,95.0,2015-01-01
-2016,Par�,Maio,154.0,2016-01-01
-2017,Par�,Maio,114.0,2017-01-01
-1998,Par�,Junho,58.0,1998-01-01
-1999,Par�,Junho,37.0,1999-01-01
-2000,Par�,Junho,59.0,2000-01-01
-2001,Par�,Junho,42.0,2001-01-01
-2002,Par�,Junho,149.0,2002-01-01
-2003,Par�,Junho,64.0,2003-01-01
-2004,Par�,Junho,340.0,2004-01-01
-2005,Par�,Junho,304.0,2005-01-01
-2006,Par�,Junho,78.0,2006-01-01
-2007,Par�,Junho,129.0,2007-01-01
-2008,Par�,Junho,48.0,2008-01-01
-2009,Par�,Junho,38.0,2009-01-01
-2010,Par�,Junho,94.0,2010-01-01
-2011,Par�,Junho,105.0,2011-01-01
-2012,Par�,Junho,183.0,2012-01-01
-2013,Par�,Junho,173.0,2013-01-01
-2014,Par�,Junho,319.0,2014-01-01
-2015,Par�,Junho,265.0,2015-01-01
-2016,Par�,Junho,502.0,2016-01-01
-2017,Par�,Junho,679.0,2017-01-01
-1998,Par�,Julho,638.0,1998-01-01
-1999,Par�,Julho,982.0,1999-01-01
-2000,Par�,Julho,426.0,2000-01-01
-2001,Par�,Julho,708.0,2001-01-01
-2002,Par�,Julho,772.0,2002-01-01
-2003,Par�,Julho,1.571,2003-01-01
-2004,Par�,Julho,4.436,2004-01-01
-2005,Par�,Julho,4.364,2005-01-01
-2006,Par�,Julho,615.0,2006-01-01
-2007,Par�,Julho,476.0,2007-01-01
-2008,Par�,Julho,971.0,2008-01-01
-2009,Par�,Julho,397.0,2009-01-01
-2010,Par�,Julho,1.432,2010-01-01
-2011,Par�,Julho,632.0,2011-01-01
-2012,Par�,Julho,661.0,2012-01-01
-2013,Par�,Julho,447.0,2013-01-01
-2014,Par�,Julho,825.0,2014-01-01
-2015,Par�,Julho,906.0,2015-01-01
-2016,Par�,Julho,1.579,2016-01-01
-2017,Par�,Julho,4.985,2017-01-01
-1998,Par�,Agosto,6.815,1998-01-01
-1999,Par�,Agosto,6.178,1999-01-01
-2000,Par�,Agosto,5.484,2000-01-01
-2001,Par�,Agosto,9.043,2001-01-01
-2002,Par�,Agosto,15.664,2002-01-01
-2003,Par�,Agosto,6.255,2003-01-01
-2004,Par�,Agosto,12.812,2004-01-01
-2005,Par�,Agosto,13.055,2005-01-01
-2006,Par�,Agosto,7.575,2006-01-01
-2007,Par�,Agosto,14.352,2007-01-01
-2008,Par�,Agosto,4.435,2008-01-01
-2009,Par�,Agosto,3.859,2009-01-01
-2010,Par�,Agosto,18.13,2010-01-01
-2011,Par�,Agosto,2.195,2011-01-01
-2012,Par�,Agosto,6.964,2012-01-01
-2013,Par�,Agosto,2.161,2013-01-01
-2014,Par�,Agosto,8.555,2014-01-01
-2015,Par�,Agosto,7.913,2015-01-01
-2016,Par�,Agosto,4.863,2016-01-01
-2017,Par�,Agosto,11.962,2017-01-01
-1998,Par�,Setembro,6.237,1998-01-01
-1999,Par�,Setembro,4.419,1999-01-01
-2000,Par�,Setembro,2.569,2000-01-01
-2001,Par�,Setembro,6.139,2001-01-01
-2002,Par�,Setembro,5.609,2002-01-01
-2003,Par�,Setembro,8.447,2003-01-01
-2004,Par�,Setembro,9.471,2004-01-01
-2005,Par�,Setembro,9.032,2005-01-01
-2006,Par�,Setembro,8.372,2006-01-01
-2007,Par�,Setembro,14.59,2007-01-01
-2008,Par�,Setembro,6.294,2008-01-01
-2009,Par�,Setembro,6.051,2009-01-01
-2010,Par�,Setembro,10.81,2010-01-01
-2011,Par�,Setembro,5.185,2011-01-01
-2012,Par�,Setembro,6.87,2012-01-01
-2013,Par�,Setembro,3.36,2013-01-01
-2014,Par�,Setembro,6.787,2014-01-01
-2015,Par�,Setembro,11.068,2015-01-01
-2016,Par�,Setembro,3.953,2016-01-01
-2017,Par�,Setembro,25.004,2017-01-01
-1998,Par�,Outubro,3.665,1998-01-01
-1999,Par�,Outubro,5.026,1999-01-01
-2000,Par�,Outubro,4.313,2000-01-01
-2001,Par�,Outubro,5.096,2001-01-01
-2002,Par�,Outubro,5.189,2002-01-01
-2003,Par�,Outubro,3.803,2003-01-01
-2004,Par�,Outubro,4.726,2004-01-01
-2005,Par�,Outubro,5.083,2005-01-01
-2006,Par�,Outubro,5.964,2006-01-01
-2007,Par�,Outubro,2.504,2007-01-01
-2008,Par�,Outubro,6.653,2008-01-01
-2009,Par�,Outubro,6.342,2009-01-01
-2010,Par�,Outubro,3.843,2010-01-01
-2011,Par�,Outubro,3.141,2011-01-01
-2012,Par�,Outubro,3.714,2012-01-01
-2013,Par�,Outubro,4.921,2013-01-01
-2014,Par�,Outubro,6.448,2014-01-01
-2015,Par�,Outubro,7.781,2015-01-01
-2016,Par�,Outubro,5.281,2016-01-01
-2017,Par�,Outubro,7.628,2017-01-01
-1998,Par�,Novembro,1.861,1998-01-01
-1999,Par�,Novembro,2.682,1999-01-01
-2000,Par�,Novembro,3.366,2000-01-01
-2001,Par�,Novembro,4.938,2001-01-01
-2002,Par�,Novembro,7.996,2002-01-01
-2003,Par�,Novembro,6.195,2003-01-01
-2004,Par�,Novembro,9.842,2004-01-01
-2005,Par�,Novembro,4.968,2005-01-01
-2006,Par�,Novembro,2.883,2006-01-01
-2007,Par�,Novembro,2.89,2007-01-01
-2008,Par�,Novembro,2.403,2008-01-01
-2009,Par�,Novembro,10.012,2009-01-01
-2010,Par�,Novembro,4.417,2010-01-01
-2011,Par�,Novembro,3.043,2011-01-01
-2012,Par�,Novembro,6.156,2012-01-01
-2013,Par�,Novembro,3.688,2013-01-01
-2014,Par�,Novembro,7.767,2014-01-01
-2015,Par�,Novembro,9.643,2015-01-01
-2016,Par�,Novembro,7.879,2016-01-01
-2017,Par�,Novembro,9.079,2017-01-01
-1998,Par�,Dezembro,1.008,1998-01-01
-1999,Par�,Dezembro,766.0,1999-01-01
-2000,Par�,Dezembro,1.698,2000-01-01
-2001,Par�,Dezembro,2.564,2001-01-01
-2002,Par�,Dezembro,3.118,2002-01-01
-2003,Par�,Dezembro,4.787,2003-01-01
-2004,Par�,Dezembro,5.508,2004-01-01
-2005,Par�,Dezembro,1.495,2005-01-01
-2006,Par�,Dezembro,1.417,2006-01-01
-2007,Par�,Dezembro,689.0,2007-01-01
-2008,Par�,Dezembro,684.0,2008-01-01
-2009,Par�,Dezembro,2.832,2009-01-01
-2010,Par�,Dezembro,1.612,2010-01-01
-2011,Par�,Dezembro,3.218,2011-01-01
-2012,Par�,Dezembro,1.812,2012-01-01
-2013,Par�,Dezembro,5.514,2013-01-01
-2014,Par�,Dezembro,4.828,2014-01-01
-2015,Par�,Dezembro,6.61,2015-01-01
-2016,Par�,Dezembro,3.3,2016-01-01
+1998,Pará,Janeiro,0.0,1998-01-01
+1999,Pará,Janeiro,87.0,1999-01-01
+2000,Pará,Janeiro,30.0,2000-01-01
+2001,Pará,Janeiro,34.0,2001-01-01
+2002,Pará,Janeiro,144.0,2002-01-01
+2003,Pará,Janeiro,900.0,2003-01-01
+2004,Pará,Janeiro,579.0,2004-01-01
+2005,Pará,Janeiro,1.768,2005-01-01
+2006,Pará,Janeiro,403.0,2006-01-01
+2007,Pará,Janeiro,467.0,2007-01-01
+2008,Pará,Janeiro,131.0,2008-01-01
+2009,Pará,Janeiro,241.0,2009-01-01
+2010,Pará,Janeiro,437.0,2010-01-01
+2011,Pará,Janeiro,108.0,2011-01-01
+2012,Pará,Janeiro,392.0,2012-01-01
+2013,Pará,Janeiro,167.0,2013-01-01
+2014,Pará,Janeiro,251.0,2014-01-01
+2015,Pará,Janeiro,725.0,2015-01-01
+2016,Pará,Janeiro,1.322,2016-01-01
+2017,Pará,Janeiro,219.0,2017-01-01
+1998,Pará,Fevereiro,0.0,1998-01-01
+1999,Pará,Fevereiro,285.0,1999-01-01
+2000,Pará,Fevereiro,29.0,2000-01-01
+2001,Pará,Fevereiro,16.0,2001-01-01
+2002,Pará,Fevereiro,120.0,2002-01-01
+2003,Pará,Fevereiro,34.0,2003-01-01
+2004,Pará,Fevereiro,20.0,2004-01-01
+2005,Pará,Fevereiro,85.0,2005-01-01
+2006,Pará,Fevereiro,49.0,2006-01-01
+2007,Pará,Fevereiro,23.0,2007-01-01
+2008,Pará,Fevereiro,54.0,2008-01-01
+2009,Pará,Fevereiro,15.0,2009-01-01
+2010,Pará,Fevereiro,102.0,2010-01-01
+2011,Pará,Fevereiro,13.0,2011-01-01
+2012,Pará,Fevereiro,63.0,2012-01-01
+2013,Pará,Fevereiro,30.0,2013-01-01
+2014,Pará,Fevereiro,37.0,2014-01-01
+2015,Pará,Fevereiro,108.0,2015-01-01
+2016,Pará,Fevereiro,430.0,2016-01-01
+2017,Pará,Fevereiro,14.0,2017-01-01
+1998,Pará,Março,0.0,1998-01-01
+1999,Pará,Março,7.0,1999-01-01
+2000,Pará,Março,181.0,2000-01-01
+2001,Pará,Março,0.0,2001-01-01
+2002,Pará,Março,14.0,2002-01-01
+2003,Pará,Março,27.0,2003-01-01
+2004,Pará,Março,22.0,2004-01-01
+2005,Pará,Março,21.0,2005-01-01
+2006,Pará,Março,10.0,2006-01-01
+2007,Pará,Março,6.0,2007-01-01
+2008,Pará,Março,4.0,2008-01-01
+2009,Pará,Março,4.0,2009-01-01
+2010,Pará,Março,110.0,2010-01-01
+2011,Pará,Março,21.0,2011-01-01
+2012,Pará,Março,30.0,2012-01-01
+2013,Pará,Março,19.0,2013-01-01
+2014,Pará,Março,34.0,2014-01-01
+2015,Pará,Março,61.0,2015-01-01
+2016,Pará,Março,81.0,2016-01-01
+2017,Pará,Março,42.0,2017-01-01
+1998,Pará,Abril,0.0,1998-01-01
+1999,Pará,Abril,6.0,1999-01-01
+2000,Pará,Abril,40.0,2000-01-01
+2001,Pará,Abril,0.0,2001-01-01
+2002,Pará,Abril,11.0,2002-01-01
+2003,Pará,Abril,14.0,2003-01-01
+2004,Pará,Abril,23.0,2004-01-01
+2005,Pará,Abril,14.0,2005-01-01
+2006,Pará,Abril,2.0,2006-01-01
+2007,Pará,Abril,0.0,2007-01-01
+2008,Pará,Abril,7.0,2008-01-01
+2009,Pará,Abril,8.0,2009-01-01
+2010,Pará,Abril,22.0,2010-01-01
+2011,Pará,Abril,10.0,2011-01-01
+2012,Pará,Abril,11.0,2012-01-01
+2013,Pará,Abril,20.0,2013-01-01
+2014,Pará,Abril,27.0,2014-01-01
+2015,Pará,Abril,27.0,2015-01-01
+2016,Pará,Abril,66.0,2016-01-01
+2017,Pará,Abril,45.0,2017-01-01
+1998,Pará,Maio,0.0,1998-01-01
+1999,Pará,Maio,4.0,1999-01-01
+2000,Pará,Maio,12.0,2000-01-01
+2001,Pará,Maio,7.0,2001-01-01
+2002,Pará,Maio,18.0,2002-01-01
+2003,Pará,Maio,3.0,2003-01-01
+2004,Pará,Maio,44.0,2004-01-01
+2005,Pará,Maio,37.0,2005-01-01
+2006,Pará,Maio,0.0,2006-01-01
+2007,Pará,Maio,9.0,2007-01-01
+2008,Pará,Maio,0.0,2008-01-01
+2009,Pará,Maio,7.0,2009-01-01
+2010,Pará,Maio,57.0,2010-01-01
+2011,Pará,Maio,16.0,2011-01-01
+2012,Pará,Maio,59.0,2012-01-01
+2013,Pará,Maio,42.0,2013-01-01
+2014,Pará,Maio,70.0,2014-01-01
+2015,Pará,Maio,95.0,2015-01-01
+2016,Pará,Maio,154.0,2016-01-01
+2017,Pará,Maio,114.0,2017-01-01
+1998,Pará,Junho,58.0,1998-01-01
+1999,Pará,Junho,37.0,1999-01-01
+2000,Pará,Junho,59.0,2000-01-01
+2001,Pará,Junho,42.0,2001-01-01
+2002,Pará,Junho,149.0,2002-01-01
+2003,Pará,Junho,64.0,2003-01-01
+2004,Pará,Junho,340.0,2004-01-01
+2005,Pará,Junho,304.0,2005-01-01
+2006,Pará,Junho,78.0,2006-01-01
+2007,Pará,Junho,129.0,2007-01-01
+2008,Pará,Junho,48.0,2008-01-01
+2009,Pará,Junho,38.0,2009-01-01
+2010,Pará,Junho,94.0,2010-01-01
+2011,Pará,Junho,105.0,2011-01-01
+2012,Pará,Junho,183.0,2012-01-01
+2013,Pará,Junho,173.0,2013-01-01
+2014,Pará,Junho,319.0,2014-01-01
+2015,Pará,Junho,265.0,2015-01-01
+2016,Pará,Junho,502.0,2016-01-01
+2017,Pará,Junho,679.0,2017-01-01
+1998,Pará,Julho,638.0,1998-01-01
+1999,Pará,Julho,982.0,1999-01-01
+2000,Pará,Julho,426.0,2000-01-01
+2001,Pará,Julho,708.0,2001-01-01
+2002,Pará,Julho,772.0,2002-01-01
+2003,Pará,Julho,1.571,2003-01-01
+2004,Pará,Julho,4.436,2004-01-01
+2005,Pará,Julho,4.364,2005-01-01
+2006,Pará,Julho,615.0,2006-01-01
+2007,Pará,Julho,476.0,2007-01-01
+2008,Pará,Julho,971.0,2008-01-01
+2009,Pará,Julho,397.0,2009-01-01
+2010,Pará,Julho,1.432,2010-01-01
+2011,Pará,Julho,632.0,2011-01-01
+2012,Pará,Julho,661.0,2012-01-01
+2013,Pará,Julho,447.0,2013-01-01
+2014,Pará,Julho,825.0,2014-01-01
+2015,Pará,Julho,906.0,2015-01-01
+2016,Pará,Julho,1.579,2016-01-01
+2017,Pará,Julho,4.985,2017-01-01
+1998,Pará,Agosto,6.815,1998-01-01
+1999,Pará,Agosto,6.178,1999-01-01
+2000,Pará,Agosto,5.484,2000-01-01
+2001,Pará,Agosto,9.043,2001-01-01
+2002,Pará,Agosto,15.664,2002-01-01
+2003,Pará,Agosto,6.255,2003-01-01
+2004,Pará,Agosto,12.812,2004-01-01
+2005,Pará,Agosto,13.055,2005-01-01
+2006,Pará,Agosto,7.575,2006-01-01
+2007,Pará,Agosto,14.352,2007-01-01
+2008,Pará,Agosto,4.435,2008-01-01
+2009,Pará,Agosto,3.859,2009-01-01
+2010,Pará,Agosto,18.13,2010-01-01
+2011,Pará,Agosto,2.195,2011-01-01
+2012,Pará,Agosto,6.964,2012-01-01
+2013,Pará,Agosto,2.161,2013-01-01
+2014,Pará,Agosto,8.555,2014-01-01
+2015,Pará,Agosto,7.913,2015-01-01
+2016,Pará,Agosto,4.863,2016-01-01
+2017,Pará,Agosto,11.962,2017-01-01
+1998,Pará,Setembro,6.237,1998-01-01
+1999,Pará,Setembro,4.419,1999-01-01
+2000,Pará,Setembro,2.569,2000-01-01
+2001,Pará,Setembro,6.139,2001-01-01
+2002,Pará,Setembro,5.609,2002-01-01
+2003,Pará,Setembro,8.447,2003-01-01
+2004,Pará,Setembro,9.471,2004-01-01
+2005,Pará,Setembro,9.032,2005-01-01
+2006,Pará,Setembro,8.372,2006-01-01
+2007,Pará,Setembro,14.59,2007-01-01
+2008,Pará,Setembro,6.294,2008-01-01
+2009,Pará,Setembro,6.051,2009-01-01
+2010,Pará,Setembro,10.81,2010-01-01
+2011,Pará,Setembro,5.185,2011-01-01
+2012,Pará,Setembro,6.87,2012-01-01
+2013,Pará,Setembro,3.36,2013-01-01
+2014,Pará,Setembro,6.787,2014-01-01
+2015,Pará,Setembro,11.068,2015-01-01
+2016,Pará,Setembro,3.953,2016-01-01
+2017,Pará,Setembro,25.004,2017-01-01
+1998,Pará,Outubro,3.665,1998-01-01
+1999,Pará,Outubro,5.026,1999-01-01
+2000,Pará,Outubro,4.313,2000-01-01
+2001,Pará,Outubro,5.096,2001-01-01
+2002,Pará,Outubro,5.189,2002-01-01
+2003,Pará,Outubro,3.803,2003-01-01
+2004,Pará,Outubro,4.726,2004-01-01
+2005,Pará,Outubro,5.083,2005-01-01
+2006,Pará,Outubro,5.964,2006-01-01
+2007,Pará,Outubro,2.504,2007-01-01
+2008,Pará,Outubro,6.653,2008-01-01
+2009,Pará,Outubro,6.342,2009-01-01
+2010,Pará,Outubro,3.843,2010-01-01
+2011,Pará,Outubro,3.141,2011-01-01
+2012,Pará,Outubro,3.714,2012-01-01
+2013,Pará,Outubro,4.921,2013-01-01
+2014,Pará,Outubro,6.448,2014-01-01
+2015,Pará,Outubro,7.781,2015-01-01
+2016,Pará,Outubro,5.281,2016-01-01
+2017,Pará,Outubro,7.628,2017-01-01
+1998,Pará,Novembro,1.861,1998-01-01
+1999,Pará,Novembro,2.682,1999-01-01
+2000,Pará,Novembro,3.366,2000-01-01
+2001,Pará,Novembro,4.938,2001-01-01
+2002,Pará,Novembro,7.996,2002-01-01
+2003,Pará,Novembro,6.195,2003-01-01
+2004,Pará,Novembro,9.842,2004-01-01
+2005,Pará,Novembro,4.968,2005-01-01
+2006,Pará,Novembro,2.883,2006-01-01
+2007,Pará,Novembro,2.89,2007-01-01
+2008,Pará,Novembro,2.403,2008-01-01
+2009,Pará,Novembro,10.012,2009-01-01
+2010,Pará,Novembro,4.417,2010-01-01
+2011,Pará,Novembro,3.043,2011-01-01
+2012,Pará,Novembro,6.156,2012-01-01
+2013,Pará,Novembro,3.688,2013-01-01
+2014,Pará,Novembro,7.767,2014-01-01
+2015,Pará,Novembro,9.643,2015-01-01
+2016,Pará,Novembro,7.879,2016-01-01
+2017,Pará,Novembro,9.079,2017-01-01
+1998,Pará,Dezembro,1.008,1998-01-01
+1999,Pará,Dezembro,766.0,1999-01-01
+2000,Pará,Dezembro,1.698,2000-01-01
+2001,Pará,Dezembro,2.564,2001-01-01
+2002,Pará,Dezembro,3.118,2002-01-01
+2003,Pará,Dezembro,4.787,2003-01-01
+2004,Pará,Dezembro,5.508,2004-01-01
+2005,Pará,Dezembro,1.495,2005-01-01
+2006,Pará,Dezembro,1.417,2006-01-01
+2007,Pará,Dezembro,689.0,2007-01-01
+2008,Pará,Dezembro,684.0,2008-01-01
+2009,Pará,Dezembro,2.832,2009-01-01
+2010,Pará,Dezembro,1.612,2010-01-01
+2011,Pará,Dezembro,3.218,2011-01-01
+2012,Pará,Dezembro,1.812,2012-01-01
+2013,Pará,Dezembro,5.514,2013-01-01
+2014,Pará,Dezembro,4.828,2014-01-01
+2015,Pará,Dezembro,6.61,2015-01-01
+2016,Pará,Dezembro,3.3,2016-01-01
 1998,Paraiba,Janeiro,0.0,1998-01-01
 1999,Paraiba,Janeiro,26.0,1999-01-01
 2000,Paraiba,Janeiro,0.0,2000-01-01
@@ -3375,26 +3375,26 @@ year,state,month,number,date
 2015,Paraiba,Fevereiro,15.0,2015-01-01
 2016,Paraiba,Fevereiro,4.0,2016-01-01
 2017,Paraiba,Fevereiro,8.0,2017-01-01
-1998,Paraiba,Mar�o,0.0,1998-01-01
-1999,Paraiba,Mar�o,1.0,1999-01-01
-2000,Paraiba,Mar�o,5.0,2000-01-01
-2001,Paraiba,Mar�o,0.0,2001-01-01
-2002,Paraiba,Mar�o,3.0,2002-01-01
-2003,Paraiba,Mar�o,0.0,2003-01-01
-2004,Paraiba,Mar�o,3.0,2004-01-01
-2005,Paraiba,Mar�o,13.0,2005-01-01
-2006,Paraiba,Mar�o,4.0,2006-01-01
-2007,Paraiba,Mar�o,1.0,2007-01-01
-2008,Paraiba,Mar�o,8.0,2008-01-01
-2009,Paraiba,Mar�o,2.0,2009-01-01
-2010,Paraiba,Mar�o,16.0,2010-01-01
-2011,Paraiba,Mar�o,6.0,2011-01-01
-2012,Paraiba,Mar�o,4.0,2012-01-01
-2013,Paraiba,Mar�o,3.0,2013-01-01
-2014,Paraiba,Mar�o,18.0,2014-01-01
-2015,Paraiba,Mar�o,7.0,2015-01-01
-2016,Paraiba,Mar�o,1.0,2016-01-01
-2017,Paraiba,Mar�o,2.0,2017-01-01
+1998,Paraiba,Março,0.0,1998-01-01
+1999,Paraiba,Março,1.0,1999-01-01
+2000,Paraiba,Março,5.0,2000-01-01
+2001,Paraiba,Março,0.0,2001-01-01
+2002,Paraiba,Março,3.0,2002-01-01
+2003,Paraiba,Março,0.0,2003-01-01
+2004,Paraiba,Março,3.0,2004-01-01
+2005,Paraiba,Março,13.0,2005-01-01
+2006,Paraiba,Março,4.0,2006-01-01
+2007,Paraiba,Março,1.0,2007-01-01
+2008,Paraiba,Março,8.0,2008-01-01
+2009,Paraiba,Março,2.0,2009-01-01
+2010,Paraiba,Março,16.0,2010-01-01
+2011,Paraiba,Março,6.0,2011-01-01
+2012,Paraiba,Março,4.0,2012-01-01
+2013,Paraiba,Março,3.0,2013-01-01
+2014,Paraiba,Março,18.0,2014-01-01
+2015,Paraiba,Março,7.0,2015-01-01
+2016,Paraiba,Março,1.0,2016-01-01
+2017,Paraiba,Março,2.0,2017-01-01
 1998,Paraiba,Abril,0.0,1998-01-01
 1999,Paraiba,Abril,3.0,1999-01-01
 2000,Paraiba,Abril,1.0,2000-01-01
@@ -3614,26 +3614,26 @@ year,state,month,number,date
 2015,Paraiba,Fevereiro,58.0,2015-01-01
 2016,Paraiba,Fevereiro,31.0,2016-01-01
 2017,Paraiba,Fevereiro,60.0,2017-01-01
-1998,Paraiba,Mar�o,0.0,1998-01-01
-1999,Paraiba,Mar�o,40.0,1999-01-01
-2000,Paraiba,Mar�o,52.0,2000-01-01
-2001,Paraiba,Mar�o,12.0,2001-01-01
-2002,Paraiba,Mar�o,18.0,2002-01-01
-2003,Paraiba,Mar�o,76.0,2003-01-01
-2004,Paraiba,Mar�o,83.0,2004-01-01
-2005,Paraiba,Mar�o,84.0,2005-01-01
-2006,Paraiba,Mar�o,56.0,2006-01-01
-2007,Paraiba,Mar�o,54.0,2007-01-01
-2008,Paraiba,Mar�o,43.0,2008-01-01
-2009,Paraiba,Mar�o,57.0,2009-01-01
-2010,Paraiba,Mar�o,22.0,2010-01-01
-2011,Paraiba,Mar�o,21.0,2011-01-01
-2012,Paraiba,Mar�o,55.0,2012-01-01
-2013,Paraiba,Mar�o,18.0,2013-01-01
-2014,Paraiba,Mar�o,42.0,2014-01-01
-2015,Paraiba,Mar�o,55.0,2015-01-01
-2016,Paraiba,Mar�o,63.0,2016-01-01
-2017,Paraiba,Mar�o,43.0,2017-01-01
+1998,Paraiba,Março,0.0,1998-01-01
+1999,Paraiba,Março,40.0,1999-01-01
+2000,Paraiba,Março,52.0,2000-01-01
+2001,Paraiba,Março,12.0,2001-01-01
+2002,Paraiba,Março,18.0,2002-01-01
+2003,Paraiba,Março,76.0,2003-01-01
+2004,Paraiba,Março,83.0,2004-01-01
+2005,Paraiba,Março,84.0,2005-01-01
+2006,Paraiba,Março,56.0,2006-01-01
+2007,Paraiba,Março,54.0,2007-01-01
+2008,Paraiba,Março,43.0,2008-01-01
+2009,Paraiba,Março,57.0,2009-01-01
+2010,Paraiba,Março,22.0,2010-01-01
+2011,Paraiba,Março,21.0,2011-01-01
+2012,Paraiba,Março,55.0,2012-01-01
+2013,Paraiba,Março,18.0,2013-01-01
+2014,Paraiba,Março,42.0,2014-01-01
+2015,Paraiba,Março,55.0,2015-01-01
+2016,Paraiba,Março,63.0,2016-01-01
+2017,Paraiba,Março,43.0,2017-01-01
 1998,Paraiba,Abril,0.0,1998-01-01
 1999,Paraiba,Abril,39.0,1999-01-01
 2000,Paraiba,Abril,51.0,2000-01-01
@@ -3852,26 +3852,26 @@ year,state,month,number,date
 2015,Pernambuco,Fevereiro,55.0,2015-01-01
 2016,Pernambuco,Fevereiro,19.0,2016-01-01
 2017,Pernambuco,Fevereiro,23.0,2017-01-01
-1998,Pernambuco,Mar�o,0.0,1998-01-01
-1999,Pernambuco,Mar�o,27.0,1999-01-01
-2000,Pernambuco,Mar�o,14.0,2000-01-01
-2001,Pernambuco,Mar�o,0.0,2001-01-01
-2002,Pernambuco,Mar�o,24.0,2002-01-01
-2003,Pernambuco,Mar�o,9.0,2003-01-01
-2004,Pernambuco,Mar�o,6.0,2004-01-01
-2005,Pernambuco,Mar�o,45.0,2005-01-01
-2006,Pernambuco,Mar�o,18.0,2006-01-01
-2007,Pernambuco,Mar�o,4.0,2007-01-01
-2008,Pernambuco,Mar�o,32.0,2008-01-01
-2009,Pernambuco,Mar�o,15.0,2009-01-01
-2010,Pernambuco,Mar�o,59.0,2010-01-01
-2011,Pernambuco,Mar�o,39.0,2011-01-01
-2012,Pernambuco,Mar�o,44.0,2012-01-01
-2013,Pernambuco,Mar�o,40.0,2013-01-01
-2014,Pernambuco,Mar�o,36.0,2014-01-01
-2015,Pernambuco,Mar�o,33.0,2015-01-01
-2016,Pernambuco,Mar�o,4.0,2016-01-01
-2017,Pernambuco,Mar�o,7.0,2017-01-01
+1998,Pernambuco,Março,0.0,1998-01-01
+1999,Pernambuco,Março,27.0,1999-01-01
+2000,Pernambuco,Março,14.0,2000-01-01
+2001,Pernambuco,Março,0.0,2001-01-01
+2002,Pernambuco,Março,24.0,2002-01-01
+2003,Pernambuco,Março,9.0,2003-01-01
+2004,Pernambuco,Março,6.0,2004-01-01
+2005,Pernambuco,Março,45.0,2005-01-01
+2006,Pernambuco,Março,18.0,2006-01-01
+2007,Pernambuco,Março,4.0,2007-01-01
+2008,Pernambuco,Março,32.0,2008-01-01
+2009,Pernambuco,Março,15.0,2009-01-01
+2010,Pernambuco,Março,59.0,2010-01-01
+2011,Pernambuco,Março,39.0,2011-01-01
+2012,Pernambuco,Março,44.0,2012-01-01
+2013,Pernambuco,Março,40.0,2013-01-01
+2014,Pernambuco,Março,36.0,2014-01-01
+2015,Pernambuco,Março,33.0,2015-01-01
+2016,Pernambuco,Março,4.0,2016-01-01
+2017,Pernambuco,Março,7.0,2017-01-01
 1998,Pernambuco,Abril,0.0,1998-01-01
 1999,Pernambuco,Abril,2.0,1999-01-01
 2000,Pernambuco,Abril,1.0,2000-01-01
@@ -4091,26 +4091,26 @@ year,state,month,number,date
 2015,Piau,Fevereiro,38.0,2015-01-01
 2016,Piau,Fevereiro,97.0,2016-01-01
 2017,Piau,Fevereiro,24.0,2017-01-01
-1998,Piau,Mar�o,0.0,1998-01-01
-1999,Piau,Mar�o,4.0,1999-01-01
-2000,Piau,Mar�o,14.0,2000-01-01
-2001,Piau,Mar�o,2.0,2001-01-01
-2002,Piau,Mar�o,63.0,2002-01-01
-2003,Piau,Mar�o,15.0,2003-01-01
-2004,Piau,Mar�o,27.0,2004-01-01
-2005,Piau,Mar�o,13.0,2005-01-01
-2006,Piau,Mar�o,18.0,2006-01-01
-2007,Piau,Mar�o,31.0,2007-01-01
-2008,Piau,Mar�o,4.0,2008-01-01
-2009,Piau,Mar�o,17.0,2009-01-01
-2010,Piau,Mar�o,47.0,2010-01-01
-2011,Piau,Mar�o,15.0,2011-01-01
-2012,Piau,Mar�o,71.0,2012-01-01
-2013,Piau,Mar�o,14.0,2013-01-01
-2014,Piau,Mar�o,88.0,2014-01-01
-2015,Piau,Mar�o,35.0,2015-01-01
-2016,Piau,Mar�o,53.0,2016-01-01
-2017,Piau,Mar�o,25.0,2017-01-01
+1998,Piau,Março,0.0,1998-01-01
+1999,Piau,Março,4.0,1999-01-01
+2000,Piau,Março,14.0,2000-01-01
+2001,Piau,Março,2.0,2001-01-01
+2002,Piau,Março,63.0,2002-01-01
+2003,Piau,Março,15.0,2003-01-01
+2004,Piau,Março,27.0,2004-01-01
+2005,Piau,Março,13.0,2005-01-01
+2006,Piau,Março,18.0,2006-01-01
+2007,Piau,Março,31.0,2007-01-01
+2008,Piau,Março,4.0,2008-01-01
+2009,Piau,Março,17.0,2009-01-01
+2010,Piau,Março,47.0,2010-01-01
+2011,Piau,Março,15.0,2011-01-01
+2012,Piau,Março,71.0,2012-01-01
+2013,Piau,Março,14.0,2013-01-01
+2014,Piau,Março,88.0,2014-01-01
+2015,Piau,Março,35.0,2015-01-01
+2016,Piau,Março,53.0,2016-01-01
+2017,Piau,Março,25.0,2017-01-01
 1998,Piau,Abril,0.0,1998-01-01
 1999,Piau,Abril,10.0,1999-01-01
 2000,Piau,Abril,15.0,2000-01-01
@@ -4330,26 +4330,26 @@ year,state,month,number,date
 2015,Rio,Fevereiro,36.0,2015-01-01
 2016,Rio,Fevereiro,16.0,2016-01-01
 2017,Rio,Fevereiro,34.0,2017-01-01
-1998,Rio,Mar�o,0.0,1998-01-01
-1999,Rio,Mar�o,0.0,1999-01-01
-2000,Rio,Mar�o,0.0,2000-01-01
-2001,Rio,Mar�o,0.0,2001-01-01
-2002,Rio,Mar�o,1.0,2002-01-01
-2003,Rio,Mar�o,23.0,2003-01-01
-2004,Rio,Mar�o,4.0,2004-01-01
-2005,Rio,Mar�o,7.0,2005-01-01
-2006,Rio,Mar�o,8.0,2006-01-01
-2007,Rio,Mar�o,27.0,2007-01-01
-2008,Rio,Mar�o,2.0,2008-01-01
-2009,Rio,Mar�o,5.0,2009-01-01
-2010,Rio,Mar�o,10.0,2010-01-01
-2011,Rio,Mar�o,7.0,2011-01-01
-2012,Rio,Mar�o,20.0,2012-01-01
-2013,Rio,Mar�o,9.0,2013-01-01
-2014,Rio,Mar�o,38.0,2014-01-01
-2015,Rio,Mar�o,23.0,2015-01-01
-2016,Rio,Mar�o,16.0,2016-01-01
-2017,Rio,Mar�o,10.0,2017-01-01
+1998,Rio,Março,0.0,1998-01-01
+1999,Rio,Março,0.0,1999-01-01
+2000,Rio,Março,0.0,2000-01-01
+2001,Rio,Março,0.0,2001-01-01
+2002,Rio,Março,1.0,2002-01-01
+2003,Rio,Março,23.0,2003-01-01
+2004,Rio,Março,4.0,2004-01-01
+2005,Rio,Março,7.0,2005-01-01
+2006,Rio,Março,8.0,2006-01-01
+2007,Rio,Março,27.0,2007-01-01
+2008,Rio,Março,2.0,2008-01-01
+2009,Rio,Março,5.0,2009-01-01
+2010,Rio,Março,10.0,2010-01-01
+2011,Rio,Março,7.0,2011-01-01
+2012,Rio,Março,20.0,2012-01-01
+2013,Rio,Março,9.0,2013-01-01
+2014,Rio,Março,38.0,2014-01-01
+2015,Rio,Março,23.0,2015-01-01
+2016,Rio,Março,16.0,2016-01-01
+2017,Rio,Março,10.0,2017-01-01
 1998,Rio,Abril,0.0,1998-01-01
 1999,Rio,Abril,1.0,1999-01-01
 2000,Rio,Abril,2.0,2000-01-01
@@ -4568,26 +4568,26 @@ year,state,month,number,date
 2015,Rio,Fevereiro,15.0,2015-01-01
 2016,Rio,Fevereiro,2.0,2016-01-01
 2017,Rio,Fevereiro,10.0,2017-01-01
-1998,Rio,Mar�o,0.0,1998-01-01
-1999,Rio,Mar�o,9.0,1999-01-01
-2000,Rio,Mar�o,11.0,2000-01-01
-2001,Rio,Mar�o,0.0,2001-01-01
-2002,Rio,Mar�o,3.0,2002-01-01
-2003,Rio,Mar�o,1.0,2003-01-01
-2004,Rio,Mar�o,1.0,2004-01-01
-2005,Rio,Mar�o,15.0,2005-01-01
-2006,Rio,Mar�o,8.0,2006-01-01
-2007,Rio,Mar�o,7.0,2007-01-01
-2008,Rio,Mar�o,3.0,2008-01-01
-2009,Rio,Mar�o,2.0,2009-01-01
-2010,Rio,Mar�o,23.0,2010-01-01
-2011,Rio,Mar�o,3.0,2011-01-01
-2012,Rio,Mar�o,2.0,2012-01-01
-2013,Rio,Mar�o,6.0,2013-01-01
-2014,Rio,Mar�o,6.0,2014-01-01
-2015,Rio,Mar�o,3.0,2015-01-01
-2016,Rio,Mar�o,1.0,2016-01-01
-2017,Rio,Mar�o,3.0,2017-01-01
+1998,Rio,Março,0.0,1998-01-01
+1999,Rio,Março,9.0,1999-01-01
+2000,Rio,Março,11.0,2000-01-01
+2001,Rio,Março,0.0,2001-01-01
+2002,Rio,Março,3.0,2002-01-01
+2003,Rio,Março,1.0,2003-01-01
+2004,Rio,Março,1.0,2004-01-01
+2005,Rio,Março,15.0,2005-01-01
+2006,Rio,Março,8.0,2006-01-01
+2007,Rio,Março,7.0,2007-01-01
+2008,Rio,Março,3.0,2008-01-01
+2009,Rio,Março,2.0,2009-01-01
+2010,Rio,Março,23.0,2010-01-01
+2011,Rio,Março,3.0,2011-01-01
+2012,Rio,Março,2.0,2012-01-01
+2013,Rio,Março,6.0,2013-01-01
+2014,Rio,Março,6.0,2014-01-01
+2015,Rio,Março,3.0,2015-01-01
+2016,Rio,Março,1.0,2016-01-01
+2017,Rio,Março,3.0,2017-01-01
 1998,Rio,Abril,0.0,1998-01-01
 1999,Rio,Abril,21.0,1999-01-01
 2000,Rio,Abril,16.0,2000-01-01
@@ -4807,26 +4807,26 @@ year,state,month,number,date
 2015,Rio,Fevereiro,41.0,2015-01-01
 2016,Rio,Fevereiro,55.0,2016-01-01
 2017,Rio,Fevereiro,31.0,2017-01-01
-1998,Rio,Mar�o,0.0,1998-01-01
-1999,Rio,Mar�o,38.0,1999-01-01
-2000,Rio,Mar�o,51.0,2000-01-01
-2001,Rio,Mar�o,11.0,2001-01-01
-2002,Rio,Mar�o,26.0,2002-01-01
-2003,Rio,Mar�o,27.0,2003-01-01
-2004,Rio,Mar�o,149.0,2004-01-01
-2005,Rio,Mar�o,153.0,2005-01-01
-2006,Rio,Mar�o,76.0,2006-01-01
-2007,Rio,Mar�o,8.0,2007-01-01
-2008,Rio,Mar�o,38.0,2008-01-01
-2009,Rio,Mar�o,41.0,2009-01-01
-2010,Rio,Mar�o,21.0,2010-01-01
-2011,Rio,Mar�o,31.0,2011-01-01
-2012,Rio,Mar�o,50.0,2012-01-01
-2013,Rio,Mar�o,44.0,2013-01-01
-2014,Rio,Mar�o,58.0,2014-01-01
-2015,Rio,Mar�o,108.0,2015-01-01
-2016,Rio,Mar�o,30.0,2016-01-01
-2017,Rio,Mar�o,34.0,2017-01-01
+1998,Rio,Março,0.0,1998-01-01
+1999,Rio,Março,38.0,1999-01-01
+2000,Rio,Março,51.0,2000-01-01
+2001,Rio,Março,11.0,2001-01-01
+2002,Rio,Março,26.0,2002-01-01
+2003,Rio,Março,27.0,2003-01-01
+2004,Rio,Março,149.0,2004-01-01
+2005,Rio,Março,153.0,2005-01-01
+2006,Rio,Março,76.0,2006-01-01
+2007,Rio,Março,8.0,2007-01-01
+2008,Rio,Março,38.0,2008-01-01
+2009,Rio,Março,41.0,2009-01-01
+2010,Rio,Março,21.0,2010-01-01
+2011,Rio,Março,31.0,2011-01-01
+2012,Rio,Março,50.0,2012-01-01
+2013,Rio,Março,44.0,2013-01-01
+2014,Rio,Março,58.0,2014-01-01
+2015,Rio,Março,108.0,2015-01-01
+2016,Rio,Março,30.0,2016-01-01
+2017,Rio,Março,34.0,2017-01-01
 1998,Rio,Abril,0.0,1998-01-01
 1999,Rio,Abril,12.0,1999-01-01
 2000,Rio,Abril,1.0,2000-01-01
@@ -5046,26 +5046,26 @@ year,state,month,number,date
 2015,Rondonia,Fevereiro,22.0,2015-01-01
 2016,Rondonia,Fevereiro,88.0,2016-01-01
 2017,Rondonia,Fevereiro,10.0,2017-01-01
-1998,Rondonia,Mar�o,0.0,1998-01-01
-1999,Rondonia,Mar�o,8.0,1999-01-01
-2000,Rondonia,Mar�o,9.0,2000-01-01
-2001,Rondonia,Mar�o,0.0,2001-01-01
-2002,Rondonia,Mar�o,1.0,2002-01-01
-2003,Rondonia,Mar�o,13.0,2003-01-01
-2004,Rondonia,Mar�o,20.0,2004-01-01
-2005,Rondonia,Mar�o,17.0,2005-01-01
-2006,Rondonia,Mar�o,15.0,2006-01-01
-2007,Rondonia,Mar�o,20.0,2007-01-01
-2008,Rondonia,Mar�o,2.0,2008-01-01
-2009,Rondonia,Mar�o,12.0,2009-01-01
-2010,Rondonia,Mar�o,11.0,2010-01-01
-2011,Rondonia,Mar�o,6.0,2011-01-01
-2012,Rondonia,Mar�o,6.0,2012-01-01
-2013,Rondonia,Mar�o,23.0,2013-01-01
-2014,Rondonia,Mar�o,13.0,2014-01-01
-2015,Rondonia,Mar�o,15.0,2015-01-01
-2016,Rondonia,Mar�o,25.0,2016-01-01
-2017,Rondonia,Mar�o,21.0,2017-01-01
+1998,Rondonia,Março,0.0,1998-01-01
+1999,Rondonia,Março,8.0,1999-01-01
+2000,Rondonia,Março,9.0,2000-01-01
+2001,Rondonia,Março,0.0,2001-01-01
+2002,Rondonia,Março,1.0,2002-01-01
+2003,Rondonia,Março,13.0,2003-01-01
+2004,Rondonia,Março,20.0,2004-01-01
+2005,Rondonia,Março,17.0,2005-01-01
+2006,Rondonia,Março,15.0,2006-01-01
+2007,Rondonia,Março,20.0,2007-01-01
+2008,Rondonia,Março,2.0,2008-01-01
+2009,Rondonia,Março,12.0,2009-01-01
+2010,Rondonia,Março,11.0,2010-01-01
+2011,Rondonia,Março,6.0,2011-01-01
+2012,Rondonia,Março,6.0,2012-01-01
+2013,Rondonia,Março,23.0,2013-01-01
+2014,Rondonia,Março,13.0,2014-01-01
+2015,Rondonia,Março,15.0,2015-01-01
+2016,Rondonia,Março,25.0,2016-01-01
+2017,Rondonia,Março,21.0,2017-01-01
 1998,Rondonia,Abril,0.0,1998-01-01
 1999,Rondonia,Abril,3.0,1999-01-01
 2000,Rondonia,Abril,0.0,2000-01-01
@@ -5285,26 +5285,26 @@ year,state,month,number,date
 2015,Roraima,Fevereiro,418.0,2015-01-01
 2016,Roraima,Fevereiro,171.0,2016-01-01
 2017,Roraima,Fevereiro,129.0,2017-01-01
-1998,Roraima,Mar�o,0.0,1998-01-01
-1999,Roraima,Mar�o,98.0,1999-01-01
-2000,Roraima,Mar�o,125.0,2000-01-01
-2001,Roraima,Mar�o,1.108,2001-01-01
-2002,Roraima,Mar�o,820.0,2002-01-01
-2003,Roraima,Mar�o,1.131,2003-01-01
-2004,Roraima,Mar�o,276.0,2004-01-01
-2005,Roraima,Mar�o,244.0,2005-01-01
-2006,Roraima,Mar�o,385.0,2006-01-01
-2007,Roraima,Mar�o,665.0,2007-01-01
-2008,Roraima,Mar�o,422.0,2008-01-01
-2009,Roraima,Mar�o,176.0,2009-01-01
-2010,Roraima,Mar�o,417.0,2010-01-01
-2011,Roraima,Mar�o,91.0,2011-01-01
-2012,Roraima,Mar�o,99.0,2012-01-01
-2013,Roraima,Mar�o,179.0,2013-01-01
-2014,Roraima,Mar�o,494.0,2014-01-01
-2015,Roraima,Mar�o,163.0,2015-01-01
-2016,Roraima,Mar�o,1.081,2016-01-01
-2017,Roraima,Mar�o,216.0,2017-01-01
+1998,Roraima,Março,0.0,1998-01-01
+1999,Roraima,Março,98.0,1999-01-01
+2000,Roraima,Março,125.0,2000-01-01
+2001,Roraima,Março,1.108,2001-01-01
+2002,Roraima,Março,820.0,2002-01-01
+2003,Roraima,Março,1.131,2003-01-01
+2004,Roraima,Março,276.0,2004-01-01
+2005,Roraima,Março,244.0,2005-01-01
+2006,Roraima,Março,385.0,2006-01-01
+2007,Roraima,Março,665.0,2007-01-01
+2008,Roraima,Março,422.0,2008-01-01
+2009,Roraima,Março,176.0,2009-01-01
+2010,Roraima,Março,417.0,2010-01-01
+2011,Roraima,Março,91.0,2011-01-01
+2012,Roraima,Março,99.0,2012-01-01
+2013,Roraima,Março,179.0,2013-01-01
+2014,Roraima,Março,494.0,2014-01-01
+2015,Roraima,Março,163.0,2015-01-01
+2016,Roraima,Março,1.081,2016-01-01
+2017,Roraima,Março,216.0,2017-01-01
 1998,Roraima,Abril,0.0,1998-01-01
 1999,Roraima,Abril,16.0,1999-01-01
 2000,Roraima,Abril,0.0,2000-01-01
@@ -5524,26 +5524,26 @@ year,state,month,number,date
 2015,Santa Catarina,Fevereiro,23.0,2015-01-01
 2016,Santa Catarina,Fevereiro,10.0,2016-01-01
 2017,Santa Catarina,Fevereiro,31.0,2017-01-01
-1998,Santa Catarina,Mar�o,0.0,1998-01-01
-1999,Santa Catarina,Mar�o,7.0,1999-01-01
-2000,Santa Catarina,Mar�o,46.0,2000-01-01
-2001,Santa Catarina,Mar�o,1.0,2001-01-01
-2002,Santa Catarina,Mar�o,12.0,2002-01-01
-2003,Santa Catarina,Mar�o,58.0,2003-01-01
-2004,Santa Catarina,Mar�o,73.0,2004-01-01
-2005,Santa Catarina,Mar�o,92.0,2005-01-01
-2006,Santa Catarina,Mar�o,48.0,2006-01-01
-2007,Santa Catarina,Mar�o,23.0,2007-01-01
-2008,Santa Catarina,Mar�o,14.0,2008-01-01
-2009,Santa Catarina,Mar�o,33.0,2009-01-01
-2010,Santa Catarina,Mar�o,9.0,2010-01-01
-2011,Santa Catarina,Mar�o,8.0,2011-01-01
-2012,Santa Catarina,Mar�o,65.0,2012-01-01
-2013,Santa Catarina,Mar�o,14.0,2013-01-01
-2014,Santa Catarina,Mar�o,15.0,2014-01-01
-2015,Santa Catarina,Mar�o,37.0,2015-01-01
-2016,Santa Catarina,Mar�o,21.0,2016-01-01
-2017,Santa Catarina,Mar�o,12.0,2017-01-01
+1998,Santa Catarina,Março,0.0,1998-01-01
+1999,Santa Catarina,Março,7.0,1999-01-01
+2000,Santa Catarina,Março,46.0,2000-01-01
+2001,Santa Catarina,Março,1.0,2001-01-01
+2002,Santa Catarina,Março,12.0,2002-01-01
+2003,Santa Catarina,Março,58.0,2003-01-01
+2004,Santa Catarina,Março,73.0,2004-01-01
+2005,Santa Catarina,Março,92.0,2005-01-01
+2006,Santa Catarina,Março,48.0,2006-01-01
+2007,Santa Catarina,Março,23.0,2007-01-01
+2008,Santa Catarina,Março,14.0,2008-01-01
+2009,Santa Catarina,Março,33.0,2009-01-01
+2010,Santa Catarina,Março,9.0,2010-01-01
+2011,Santa Catarina,Março,8.0,2011-01-01
+2012,Santa Catarina,Março,65.0,2012-01-01
+2013,Santa Catarina,Março,14.0,2013-01-01
+2014,Santa Catarina,Março,15.0,2014-01-01
+2015,Santa Catarina,Março,37.0,2015-01-01
+2016,Santa Catarina,Março,21.0,2016-01-01
+2017,Santa Catarina,Março,12.0,2017-01-01
 1998,Santa Catarina,Abril,0.0,1998-01-01
 1999,Santa Catarina,Abril,0.0,1999-01-01
 2000,Santa Catarina,Abril,7.0,2000-01-01
@@ -5762,26 +5762,26 @@ year,state,month,number,date
 2015,Sao Paulo,Fevereiro,69.0,2015-01-01
 2016,Sao Paulo,Fevereiro,188.0,2016-01-01
 2017,Sao Paulo,Fevereiro,107.0,2017-01-01
-1998,Sao Paulo,Mar�o,0.0,1998-01-01
-1999,Sao Paulo,Mar�o,78.0,1999-01-01
-2000,Sao Paulo,Mar�o,26.0,2000-01-01
-2001,Sao Paulo,Mar�o,35.0,2001-01-01
-2002,Sao Paulo,Mar�o,111.0,2002-01-01
-2003,Sao Paulo,Mar�o,86.0,2003-01-01
-2004,Sao Paulo,Mar�o,73.0,2004-01-01
-2005,Sao Paulo,Mar�o,73.0,2005-01-01
-2006,Sao Paulo,Mar�o,106.0,2006-01-01
-2007,Sao Paulo,Mar�o,152.0,2007-01-01
-2008,Sao Paulo,Mar�o,72.0,2008-01-01
-2009,Sao Paulo,Mar�o,55.0,2009-01-01
-2010,Sao Paulo,Mar�o,111.0,2010-01-01
-2011,Sao Paulo,Mar�o,45.0,2011-01-01
-2012,Sao Paulo,Mar�o,99.0,2012-01-01
-2013,Sao Paulo,Mar�o,57.0,2013-01-01
-2014,Sao Paulo,Mar�o,75.0,2014-01-01
-2015,Sao Paulo,Mar�o,68.0,2015-01-01
-2016,Sao Paulo,Mar�o,82.0,2016-01-01
-2017,Sao Paulo,Mar�o,103.0,2017-01-01
+1998,Sao Paulo,Março,0.0,1998-01-01
+1999,Sao Paulo,Março,78.0,1999-01-01
+2000,Sao Paulo,Março,26.0,2000-01-01
+2001,Sao Paulo,Março,35.0,2001-01-01
+2002,Sao Paulo,Março,111.0,2002-01-01
+2003,Sao Paulo,Março,86.0,2003-01-01
+2004,Sao Paulo,Março,73.0,2004-01-01
+2005,Sao Paulo,Março,73.0,2005-01-01
+2006,Sao Paulo,Março,106.0,2006-01-01
+2007,Sao Paulo,Março,152.0,2007-01-01
+2008,Sao Paulo,Março,72.0,2008-01-01
+2009,Sao Paulo,Março,55.0,2009-01-01
+2010,Sao Paulo,Março,111.0,2010-01-01
+2011,Sao Paulo,Março,45.0,2011-01-01
+2012,Sao Paulo,Março,99.0,2012-01-01
+2013,Sao Paulo,Março,57.0,2013-01-01
+2014,Sao Paulo,Março,75.0,2014-01-01
+2015,Sao Paulo,Março,68.0,2015-01-01
+2016,Sao Paulo,Março,82.0,2016-01-01
+2017,Sao Paulo,Março,103.0,2017-01-01
 1998,Sao Paulo,Abril,0.0,1998-01-01
 1999,Sao Paulo,Abril,291.0,1999-01-01
 2000,Sao Paulo,Abril,102.0,2000-01-01
@@ -6001,26 +6001,26 @@ year,state,month,number,date
 2015,Sergipe,Fevereiro,40.0,2015-01-01
 2016,Sergipe,Fevereiro,22.0,2016-01-01
 2017,Sergipe,Fevereiro,18.0,2017-01-01
-1998,Sergipe,Mar�o,0.0,1998-01-01
-1999,Sergipe,Mar�o,18.0,1999-01-01
-2000,Sergipe,Mar�o,6.0,2000-01-01
-2001,Sergipe,Mar�o,1.0,2001-01-01
-2002,Sergipe,Mar�o,7.0,2002-01-01
-2003,Sergipe,Mar�o,62.0,2003-01-01
-2004,Sergipe,Mar�o,36.0,2004-01-01
-2005,Sergipe,Mar�o,28.0,2005-01-01
-2006,Sergipe,Mar�o,41.0,2006-01-01
-2007,Sergipe,Mar�o,2.0,2007-01-01
-2008,Sergipe,Mar�o,43.0,2008-01-01
-2009,Sergipe,Mar�o,29.0,2009-01-01
-2010,Sergipe,Mar�o,44.0,2010-01-01
-2011,Sergipe,Mar�o,47.0,2011-01-01
-2012,Sergipe,Mar�o,71.0,2012-01-01
-2013,Sergipe,Mar�o,67.0,2013-01-01
-2014,Sergipe,Mar�o,33.0,2014-01-01
-2015,Sergipe,Mar�o,49.0,2015-01-01
-2016,Sergipe,Mar�o,26.0,2016-01-01
-2017,Sergipe,Mar�o,16.0,2017-01-01
+1998,Sergipe,Março,0.0,1998-01-01
+1999,Sergipe,Março,18.0,1999-01-01
+2000,Sergipe,Março,6.0,2000-01-01
+2001,Sergipe,Março,1.0,2001-01-01
+2002,Sergipe,Março,7.0,2002-01-01
+2003,Sergipe,Março,62.0,2003-01-01
+2004,Sergipe,Março,36.0,2004-01-01
+2005,Sergipe,Março,28.0,2005-01-01
+2006,Sergipe,Março,41.0,2006-01-01
+2007,Sergipe,Março,2.0,2007-01-01
+2008,Sergipe,Março,43.0,2008-01-01
+2009,Sergipe,Março,29.0,2009-01-01
+2010,Sergipe,Março,44.0,2010-01-01
+2011,Sergipe,Março,47.0,2011-01-01
+2012,Sergipe,Março,71.0,2012-01-01
+2013,Sergipe,Março,67.0,2013-01-01
+2014,Sergipe,Março,33.0,2014-01-01
+2015,Sergipe,Março,49.0,2015-01-01
+2016,Sergipe,Março,26.0,2016-01-01
+2017,Sergipe,Março,16.0,2017-01-01
 1998,Sergipe,Abril,0.0,1998-01-01
 1999,Sergipe,Abril,6.0,1999-01-01
 2000,Sergipe,Abril,1.0,2000-01-01
@@ -6239,26 +6239,26 @@ year,state,month,number,date
 2015,Tocantins,Fevereiro,65.0,2015-01-01
 2016,Tocantins,Fevereiro,383.0,2016-01-01
 2017,Tocantins,Fevereiro,25.0,2017-01-01
-1998,Tocantins,Mar�o,0.0,1998-01-01
-1999,Tocantins,Mar�o,1.0,1999-01-01
-2000,Tocantins,Mar�o,4.0,2000-01-01
-2001,Tocantins,Mar�o,0.0,2001-01-01
-2002,Tocantins,Mar�o,33.0,2002-01-01
-2003,Tocantins,Mar�o,19.0,2003-01-01
-2004,Tocantins,Mar�o,23.0,2004-01-01
-2005,Tocantins,Mar�o,13.0,2005-01-01
-2006,Tocantins,Mar�o,11.0,2006-01-01
-2007,Tocantins,Mar�o,99.0,2007-01-01
-2008,Tocantins,Mar�o,4.0,2008-01-01
-2009,Tocantins,Mar�o,23.0,2009-01-01
-2010,Tocantins,Mar�o,120.0,2010-01-01
-2011,Tocantins,Mar�o,16.0,2011-01-01
-2012,Tocantins,Mar�o,80.0,2012-01-01
-2013,Tocantins,Mar�o,60.0,2013-01-01
-2014,Tocantins,Mar�o,58.0,2014-01-01
-2015,Tocantins,Mar�o,85.0,2015-01-01
-2016,Tocantins,Mar�o,165.0,2016-01-01
-2017,Tocantins,Mar�o,98.0,2017-01-01
+1998,Tocantins,Março,0.0,1998-01-01
+1999,Tocantins,Março,1.0,1999-01-01
+2000,Tocantins,Março,4.0,2000-01-01
+2001,Tocantins,Março,0.0,2001-01-01
+2002,Tocantins,Março,33.0,2002-01-01
+2003,Tocantins,Março,19.0,2003-01-01
+2004,Tocantins,Março,23.0,2004-01-01
+2005,Tocantins,Março,13.0,2005-01-01
+2006,Tocantins,Março,11.0,2006-01-01
+2007,Tocantins,Março,99.0,2007-01-01
+2008,Tocantins,Março,4.0,2008-01-01
+2009,Tocantins,Março,23.0,2009-01-01
+2010,Tocantins,Março,120.0,2010-01-01
+2011,Tocantins,Março,16.0,2011-01-01
+2012,Tocantins,Março,80.0,2012-01-01
+2013,Tocantins,Março,60.0,2013-01-01
+2014,Tocantins,Março,58.0,2014-01-01
+2015,Tocantins,Março,85.0,2015-01-01
+2016,Tocantins,Março,165.0,2016-01-01
+2017,Tocantins,Março,98.0,2017-01-01
 1998,Tocantins,Abril,0.0,1998-01-01
 1999,Tocantins,Abril,9.0,1999-01-01
 2000,Tocantins,Abril,0.0,2000-01-01
diff --git a/single_point_prediction/daily/Forest_Fires_in_Brazil_B1/info.json b/single_point_prediction/daily/Forest_Fires_in_Brazil_B1/info.json
index 35eb8eddedd4f647a48469d0432201a1f53e310a..5e31ab506cc014d0a6f81ac92f5f784602790d6b 100644
--- a/single_point_prediction/daily/Forest_Fires_in_Brazil_B1/info.json
+++ b/single_point_prediction/daily/Forest_Fires_in_Brazil_B1/info.json
@@ -1,98 +1,98 @@
-{
-    "name": "Forest Fires in Brazil",
-    "source": "https://www.kaggle.com/datasets/gustavomodelli/forest-fires-in-brazil/data",
-    "data_intro": "This dataset report of the number of forest fires in Brazil divided by states. The series comprises the period of approximately 10 years (1998 to 2017).",
-    "is_splited": false,
-    "overall_size": 6454,
-    "train_size": 0,
-    "test_size": 0,
-    "c_classes": 3,
-    "n_classes": 2,
-    "task_type": "regression",
-    "target": {
-        "number": "Given a state's name and other features, predict the number of forest fires that occurred in that state in a given year."
-    },
-    "cat_feature_intro": {
-        "state": "- state:Brazilian State,Rio,Mato Grosso, other ",
-        "month": "- month: Month when Forest Fires happen,Janeiro,Fevereiro,other ",
-        "date": "- date:Date when Forest Fires where reported"
-    },
-    "num_feature_intro": {
-        "year": "- year:Year when Forest Fires happen",
-        "number": "- number:Number of Forest Fires reported"
-    },
-    "evaluation_metric": null,
-    "num_feature_value": {
-        "number": [
-            0.0,
-            998.0
-        ],
-        "year": [
-            1998.0,
-            2017.0
-        ]
-    },
-    "cat_feature_value": {
-        "date": [
-            "1998-01-01",
-            "1999-01-01",
-            "2000-01-01",
-            "2001-01-01",
-            "2002-01-01",
-            "2003-01-01",
-            "2004-01-01",
-            "2005-01-01",
-            "2006-01-01",
-            "2007-01-01",
-            "2008-01-01",
-            "2009-01-01",
-            "2010-01-01",
-            "2011-01-01",
-            "2012-01-01",
-            "2013-01-01",
-            "2014-01-01",
-            "2015-01-01",
-            "2016-01-01",
-            "2017-01-01"
-        ],
-        "month": [
-            "Abril",
-            "Agosto",
-            "Dezembro",
-            "Fevereiro",
-            "Janeiro",
-            "Julho",
-            "Junho",
-            "Maio",
-            "Mar�o",
-            "Novembro",
-            "Outubro",
-            "Setembro"
-        ],
-        "state": [
-            "Acre",
-            "Alagoas",
-            "Amapa",
-            "Amazonas",
-            "Bahia",
-            "Ceara",
-            "Distrito Federal",
-            "Espirito Santo",
-            "Goias",
-            "Maranhao",
-            "Mato Grosso",
-            "Minas Gerais",
-            "Paraiba",
-            "Par�",
-            "Pernambuco",
-            "Piau",
-            "Rio",
-            "Rondonia",
-            "Roraima",
-            "Santa Catarina",
-            "Sao Paulo",
-            "Sergipe",
-            "Tocantins"
-        ]
-    }
-}
\ No newline at end of file
+{
+  "name": "Forest Fires in Brazil",
+  "source": "https://www.kaggle.com/datasets/gustavomodelli/forest-fires-in-brazil/data",
+  "data_intro": "This dataset report of the number of forest fires in Brazil divided by states. The series comprises the period of 20 calendar years (1998 to 2017).",
+  "is_splited": false,
+  "overall_size": 6454,
+  "train_size": 0,
+  "test_size": 0,
+  "c_classes": 3,
+  "n_classes": 2,
+  "task_type": "regression",
+  "target": {
+    "number": "Given a state's name and other features, predict the number of forest fires reported in the specified month and year."
+  },
+  "cat_feature_intro": {
+    "state": "- state:Brazilian State,Rio,Mato Grosso, other ",
+    "month": "- month: Month when Forest Fires happen,Janeiro,Fevereiro,other ",
+    "date": "- date: Year marker stored as YYYY-01-01; use the separate month field for the observation month. This is not a daily fire-count timestamp."
+  },
+  "num_feature_intro": {
+    "year": "- year:Year when Forest Fires happen",
+    "number": "- number:Number of Forest Fires reported"
+  },
+  "evaluation_metric": null,
+  "num_feature_value": {
+    "number": [
+      0.0,
+      998.0
+    ],
+    "year": [
+      1998.0,
+      2017.0
+    ]
+  },
+  "cat_feature_value": {
+    "date": [
+      "1998-01-01",
+      "1999-01-01",
+      "2000-01-01",
+      "2001-01-01",
+      "2002-01-01",
+      "2003-01-01",
+      "2004-01-01",
+      "2005-01-01",
+      "2006-01-01",
+      "2007-01-01",
+      "2008-01-01",
+      "2009-01-01",
+      "2010-01-01",
+      "2011-01-01",
+      "2012-01-01",
+      "2013-01-01",
+      "2014-01-01",
+      "2015-01-01",
+      "2016-01-01",
+      "2017-01-01"
+    ],
+    "month": [
+      "Abril",
+      "Agosto",
+      "Dezembro",
+      "Fevereiro",
+      "Janeiro",
+      "Julho",
+      "Junho",
+      "Maio",
+      "Março",
+      "Novembro",
+      "Outubro",
+      "Setembro"
+    ],
+    "state": [
+      "Acre",
+      "Alagoas",
+      "Amapa",
+      "Amazonas",
+      "Bahia",
+      "Ceara",
+      "Distrito Federal",
+      "Espirito Santo",
+      "Goias",
+      "Maranhao",
+      "Mato Grosso",
+      "Minas Gerais",
+      "Paraiba",
+      "Pará",
+      "Pernambuco",
+      "Piau",
+      "Rio",
+      "Rondonia",
+      "Roraima",
+      "Santa Catarina",
+      "Sao Paulo",
+      "Sergipe",
+      "Tocantins"
+    ]
+  }
+}
diff --git a/single_point_prediction/daily/Forest_Fires_in_Brazil_B1/info_mod.json b/single_point_prediction/daily/Forest_Fires_in_Brazil_B1/info_mod.json
index 71542bb8d14504f7cf762b399238f9fe7d86d7ab..dfea5cd3a9701d1b295a129fc6a06ebb7ab8bf16 100644
--- a/single_point_prediction/daily/Forest_Fires_in_Brazil_B1/info_mod.json
+++ b/single_point_prediction/daily/Forest_Fires_in_Brazil_B1/info_mod.json
@@ -1,7 +1,7 @@
 {
   "name": "Forest Fires in Brazil",
   "source": "https://www.kaggle.com/datasets/gustavomodelli/forest-fires-in-brazil/data",
-  "data_intro": "This dataset report of the number of forest fires in Brazil divided by states. The series comprises the period of approximately 10 years (1998 to 2017).",
+  "data_intro": "This dataset report of the number of forest fires in Brazil divided by states. The series comprises the period of 20 calendar years (1998 to 2017).",
   "is_splited": false,
   "overall_size": 6454,
   "train_size": 0,
@@ -13,7 +13,7 @@
   "cat_feature_intro": {
     "state": "- state:Brazilian State,Rio,Mato Grosso, other ",
     "month": "- month: Month when Forest Fires happen,Janeiro,Fevereiro,other ",
-    "date": "- date:Date when Forest Fires where reported"
+    "date": "- date: Year marker stored as YYYY-01-01; use the separate month field for the observation month. This is not a daily fire-count timestamp."
   },
   "num_feature_intro": {
     "year": "- year:Year when Forest Fires happen"
@@ -40,7 +40,7 @@
       "Mato Grosso",
       "Minas Gerais",
       "Paraiba",
-      "Par�",
+      "Pará",
       "Pernambuco",
       "Piau",
       "Rio",
@@ -60,7 +60,7 @@
       "Julho",
       "Junho",
       "Maio",
-      "Mar�o",
+      "Março",
       "Novembro",
       "Outubro",
       "Setembro"
@@ -110,4 +110,4 @@
   "open_text_feature_intro": {},
   "open_text_features": [],
   "missing_from_original_info": []
-}
\ No newline at end of file
+}
diff --git a/single_point_prediction/daily/Global_YouTube_Statistics_2023_B1/info.json b/single_point_prediction/daily/Global_YouTube_Statistics_2023_B1/info.json
index 32b2e724985eb4b8c7e1935cfdd4e4510dbfb775..2a4d0bb2870f7f26e8f34e8121139aaccc4b4a47 100644
--- a/single_point_prediction/daily/Global_YouTube_Statistics_2023_B1/info.json
+++ b/single_point_prediction/daily/Global_YouTube_Statistics_2023_B1/info.json
@@ -1,288 +1,288 @@
-{
-    "name": "Global YouTube Statistics 2023",
-    "source": "https://www.kaggle.com/datasets/nelgiriyewithana/global-youtube-statistics-2023/data",
-    "data_intro": "A collection of YouTube giants, this dataset offers a perfect avenue to analyze and gain valuable insights from the luminaries of the platform. With comprehensive details on top creators' subscriber counts, video views, upload frequency, country of origin, earnings, and more, this treasure trove of information is a must-explore for aspiring content creators, data enthusiasts, and anyone intrigued by the ever-evolving online content landscape. Immerse yourself in the world of YouTube success and unlock a wealth of knowledge with this extraordinary dataset.",
-    "is_splited": false,
-    "overall_size": 995,
-    "train_size": 0,
-    "test_size": 0,
-    "c_classes": 7,
-    "n_classes": 21,
-    "cat_feature_intro": {
-        "Youtuber": "Name of the YouTube channel",
-        "category": "Category or niche of the channel",
-        "Title": "Title of the YouTube channel",
-        "Country": "Longitude coordinate of the country's location",
-        "Abbreviation": "Abbreviation of the country",
-        "channel_type": "Ranking of the channel based on its type (individual or brand)",
-        "created_month": "Month when the YouTube channel was created"
-    },
-    "num_feature_intro": {
-        "rank": "Ranking of the channel based on its type (individual or brand)",
-        "subscribers": "Number of new subscribers gained in the last 30 days",
-        "video views": "Total video views in the last 30 days",
-        "uploads": "Total number of videos uploaded on the channel",
-        "video_views_rank": "Ranking of the channel based on total video views",
-        "country_rank": "Ranking of the channel based on the number of subscribers within its country",
-        "channel_type_rank": "Ranking of the channel based on its type (individual or brand)",
-        "video_views_for_the_last_30_days": "Total video views in the last 30 days",
-        "lowest_monthly_earnings": "Lowest estimated monthly earnings from the channel",
-        "highest_monthly_earnings": "Highest estimated monthly earnings from the channel",
-        "lowest_yearly_earnings": "Lowest estimated yearly earnings from the channel",
-        "highest_yearly_earnings": "Highest estimated yearly earnings from the channel",
-        "subscribers_for_last_30_days": "Number of new subscribers gained in the last 30 days",
-        "created_year": "Year when the YouTube channel was created",
-        "created_date": "Exact date of the YouTube channel's creation",
-        "Gross tertiary education enrollment (%)": "Percentage of the population enrolled in tertiary education in the country",
-        "Population": "Percentage of the population living in urban areas",
-        "Unemployment rate": "Unemployment rate in the country",
-        "Urban_population": "Percentage of the population living in urban areas",
-        "Latitude": "Latitude coordinate of the country's location",
-        "Longitude": "Longitude coordinate of the country's location"
-    },
-    "evaluation_metric": null,
-    "task_type": "regression",
-    "target": "highest_monthly_earnings",
-    "num_feature_value": {
-        "Gross tertiary education enrollment (%)": [
-            7.6,
-            113.1
-        ],
-        "Latitude": [
-            -38.416097,
-            61.92411
-        ],
-        "Longitude": [
-            -172.104629,
-            138.252924
-        ],
-        "Population": [
-            202506.0,
-            1397715000.0
-        ],
-        "Unemployment rate": [
-            0.75,
-            14.72
-        ],
-        "Urban_population": [
-            35588.0,
-            842933962.0
-        ],
-        "channel_type_rank": [
-            1.0,
-            7741.0
-        ],
-        "country_rank": [
-            1.0,
-            7741.0
-        ],
-        "created_date": [
-            1.0,
-            31.0
-        ],
-        "created_year": [
-            1970.0,
-            2022.0
-        ],
-        "highest_monthly_earnings": [
-            0.0,
-            13600000.0
-        ],
-        "highest_yearly_earnings": [
-            0.0,
-            163400000.0
-        ],
-        "lowest_monthly_earnings": [
-            0.0,
-            850900.0
-        ],
-        "lowest_yearly_earnings": [
-            0.0,
-            10200000.0
-        ],
-        "rank": [
-            1.0,
-            995.0
-        ],
-        "subscribers": [
-            12300000.0,
-            245000000.0
-        ],
-        "subscribers_for_last_30_days": [
-            1.0,
-            8000000.0
-        ],
-        "uploads": [
-            0.0,
-            301308.0
-        ],
-        "video views": [
-            0.0,
-            228000000000.0
-        ],
-        "video_views_for_the_last_30_days": [
-            1.0,
-            6589000000.0
-        ],
-        "video_views_rank": [
-            1.0,
-            4057944.0
-        ]
-    },
-    "cat_feature_value": {
-        "Abbreviation": [
-            "AD",
-            "AE",
-            "AF",
-            "AR",
-            "AU",
-            "BB",
-            "BD",
-            "BR",
-            "CA",
-            "CH",
-            "CL",
-            "CN",
-            "CO",
-            "CU",
-            "DE",
-            "EC",
-            "EG",
-            "ES",
-            "FI",
-            "FR",
-            "GB",
-            "ID",
-            "IN",
-            "IQ",
-            "IT",
-            "JO",
-            "JP",
-            "KR",
-            "KW",
-            "LV",
-            "MA",
-            "MX",
-            "MY",
-            "NL",
-            "PE",
-            "PH",
-            "PK",
-            "RU",
-            "SA",
-            "SE",
-            "SG",
-            "SV",
-            "TH",
-            "TR",
-            "UA",
-            "US",
-            "VE",
-            "VN",
-            "WS"
-        ],
-        "Country": [
-            "Afghanistan",
-            "Andorra",
-            "Argentina",
-            "Australia",
-            "Bangladesh",
-            "Barbados",
-            "Brazil",
-            "Canada",
-            "Chile",
-            "China",
-            "Colombia",
-            "Cuba",
-            "Ecuador",
-            "Egypt",
-            "El Salvador",
-            "Finland",
-            "France",
-            "Germany",
-            "India",
-            "Indonesia",
-            "Iraq",
-            "Italy",
-            "Japan",
-            "Jordan",
-            "Kuwait",
-            "Latvia",
-            "Malaysia",
-            "Mexico",
-            "Morocco",
-            "Netherlands",
-            "Pakistan",
-            "Peru",
-            "Philippines",
-            "Russia",
-            "Samoa",
-            "Saudi Arabia",
-            "Singapore",
-            "South Korea",
-            "Spain",
-            "Sweden",
-            "Switzerland",
-            "Thailand",
-            "Turkey",
-            "Ukraine",
-            "United Arab Emirates",
-            "United Kingdom",
-            "United States",
-            "Venezuela",
-            "Vietnam"
-        ],
-        "Title": "string",
-        "Youtuber": "string",
-        "category": [
-            "Autos & Vehicles",
-            "Comedy",
-            "Education",
-            "Entertainment",
-            "Film & Animation",
-            "Gaming",
-            "Howto & Style",
-            "Movies",
-            "Music",
-            "News & Politics",
-            "Nonprofits & Activism",
-            "People & Blogs",
-            "Pets & Animals",
-            "Science & Technology",
-            "Shows",
-            "Sports",
-            "Trailers",
-            "Travel & Events"
-        ],
-        "channel_type": [
-            "Animals",
-            "Autos",
-            "Comedy",
-            "Education",
-            "Entertainment",
-            "Film",
-            "Games",
-            "Howto",
-            "Music",
-            "News",
-            "Nonprofit",
-            "People",
-            "Sports",
-            "Tech"
-        ],
-        "created_month": [
-            "Apr",
-            "Aug",
-            "Dec",
-            "Feb",
-            "Jan",
-            "Jul",
-            "Jun",
-            "Mar",
-            "May",
-            "Nov",
-            "Oct",
-            "Sep"
-        ]
-    }
-}
\ No newline at end of file
+{
+  "name": "Global YouTube Statistics 2023",
+  "source": "https://www.kaggle.com/datasets/nelgiriyewithana/global-youtube-statistics-2023/data",
+  "data_intro": "A collection of YouTube giants, this dataset offers a perfect avenue to analyze and gain valuable insights from the luminaries of the platform. With comprehensive details on top creators' subscriber counts, video views, upload frequency, country of origin, earnings, and more, this treasure trove of information is a must-explore for aspiring content creators, data enthusiasts, and anyone intrigued by the ever-evolving online content landscape. Immerse yourself in the world of YouTube success and unlock a wealth of knowledge with this extraordinary dataset.",
+  "is_splited": false,
+  "overall_size": 995,
+  "train_size": 0,
+  "test_size": 0,
+  "c_classes": 7,
+  "n_classes": 21,
+  "cat_feature_intro": {
+    "Youtuber": "Name of the YouTube channel",
+    "category": "Category or niche of the channel",
+    "Title": "Title of the YouTube channel",
+    "Country": "Country associated with the channel.",
+    "Abbreviation": "Abbreviation of the country",
+    "channel_type": "Type or category of the channel.",
+    "created_month": "Month when the YouTube channel was created"
+  },
+  "num_feature_intro": {
+    "rank": "Ranking of the channel based on its type (individual or brand)",
+    "subscribers": "Number of new subscribers gained in the last 30 days",
+    "video views": "Total video views in the last 30 days",
+    "uploads": "Total number of videos uploaded on the channel",
+    "video_views_rank": "Ranking of the channel based on total video views",
+    "country_rank": "Ranking of the channel based on the number of subscribers within its country",
+    "channel_type_rank": "Ranking of the channel based on its type (individual or brand)",
+    "video_views_for_the_last_30_days": "Total video views in the last 30 days",
+    "lowest_monthly_earnings": "Lowest estimated monthly earnings from the channel",
+    "highest_monthly_earnings": "Highest estimated monthly earnings from the channel",
+    "lowest_yearly_earnings": "Lowest estimated yearly earnings from the channel",
+    "highest_yearly_earnings": "Highest estimated yearly earnings from the channel",
+    "subscribers_for_last_30_days": "Number of new subscribers gained in the last 30 days",
+    "created_year": "Year when the YouTube channel was created",
+    "created_date": "Exact date of the YouTube channel's creation",
+    "Gross tertiary education enrollment (%)": "Percentage of the population enrolled in tertiary education in the country",
+    "Population": "Percentage of the population living in urban areas",
+    "Unemployment rate": "Unemployment rate in the country",
+    "Urban_population": "Percentage of the population living in urban areas",
+    "Latitude": "Latitude coordinate of the country's location",
+    "Longitude": "Longitude coordinate of the country's location"
+  },
+  "evaluation_metric": null,
+  "task_type": "regression",
+  "target": "highest_monthly_earnings",
+  "num_feature_value": {
+    "Gross tertiary education enrollment (%)": [
+      7.6,
+      113.1
+    ],
+    "Latitude": [
+      -38.416097,
+      61.92411
+    ],
+    "Longitude": [
+      -172.104629,
+      138.252924
+    ],
+    "Population": [
+      202506.0,
+      1397715000.0
+    ],
+    "Unemployment rate": [
+      0.75,
+      14.72
+    ],
+    "Urban_population": [
+      35588.0,
+      842933962.0
+    ],
+    "channel_type_rank": [
+      1.0,
+      7741.0
+    ],
+    "country_rank": [
+      1.0,
+      7741.0
+    ],
+    "created_date": [
+      1.0,
+      31.0
+    ],
+    "created_year": [
+      1970.0,
+      2022.0
+    ],
+    "highest_monthly_earnings": [
+      0.0,
+      13600000.0
+    ],
+    "highest_yearly_earnings": [
+      0.0,
+      163400000.0
+    ],
+    "lowest_monthly_earnings": [
+      0.0,
+      850900.0
+    ],
+    "lowest_yearly_earnings": [
+      0.0,
+      10200000.0
+    ],
+    "rank": [
+      1.0,
+      995.0
+    ],
+    "subscribers": [
+      12300000.0,
+      245000000.0
+    ],
+    "subscribers_for_last_30_days": [
+      1.0,
+      8000000.0
+    ],
+    "uploads": [
+      0.0,
+      301308.0
+    ],
+    "video views": [
+      0.0,
+      228000000000.0
+    ],
+    "video_views_for_the_last_30_days": [
+      1.0,
+      6589000000.0
+    ],
+    "video_views_rank": [
+      1.0,
+      4057944.0
+    ]
+  },
+  "cat_feature_value": {
+    "Abbreviation": [
+      "AD",
+      "AE",
+      "AF",
+      "AR",
+      "AU",
+      "BB",
+      "BD",
+      "BR",
+      "CA",
+      "CH",
+      "CL",
+      "CN",
+      "CO",
+      "CU",
+      "DE",
+      "EC",
+      "EG",
+      "ES",
+      "FI",
+      "FR",
+      "GB",
+      "ID",
+      "IN",
+      "IQ",
+      "IT",
+      "JO",
+      "JP",
+      "KR",
+      "KW",
+      "LV",
+      "MA",
+      "MX",
+      "MY",
+      "NL",
+      "PE",
+      "PH",
+      "PK",
+      "RU",
+      "SA",
+      "SE",
+      "SG",
+      "SV",
+      "TH",
+      "TR",
+      "UA",
+      "US",
+      "VE",
+      "VN",
+      "WS"
+    ],
+    "Country": [
+      "Afghanistan",
+      "Andorra",
+      "Argentina",
+      "Australia",
+      "Bangladesh",
+      "Barbados",
+      "Brazil",
+      "Canada",
+      "Chile",
+      "China",
+      "Colombia",
+      "Cuba",
+      "Ecuador",
+      "Egypt",
+      "El Salvador",
+      "Finland",
+      "France",
+      "Germany",
+      "India",
+      "Indonesia",
+      "Iraq",
+      "Italy",
+      "Japan",
+      "Jordan",
+      "Kuwait",
+      "Latvia",
+      "Malaysia",
+      "Mexico",
+      "Morocco",
+      "Netherlands",
+      "Pakistan",
+      "Peru",
+      "Philippines",
+      "Russia",
+      "Samoa",
+      "Saudi Arabia",
+      "Singapore",
+      "South Korea",
+      "Spain",
+      "Sweden",
+      "Switzerland",
+      "Thailand",
+      "Turkey",
+      "Ukraine",
+      "United Arab Emirates",
+      "United Kingdom",
+      "United States",
+      "Venezuela",
+      "Vietnam"
+    ],
+    "Title": "string",
+    "Youtuber": "string",
+    "category": [
+      "Autos & Vehicles",
+      "Comedy",
+      "Education",
+      "Entertainment",
+      "Film & Animation",
+      "Gaming",
+      "Howto & Style",
+      "Movies",
+      "Music",
+      "News & Politics",
+      "Nonprofits & Activism",
+      "People & Blogs",
+      "Pets & Animals",
+      "Science & Technology",
+      "Shows",
+      "Sports",
+      "Trailers",
+      "Travel & Events"
+    ],
+    "channel_type": [
+      "Animals",
+      "Autos",
+      "Comedy",
+      "Education",
+      "Entertainment",
+      "Film",
+      "Games",
+      "Howto",
+      "Music",
+      "News",
+      "Nonprofit",
+      "People",
+      "Sports",
+      "Tech"
+    ],
+    "created_month": [
+      "Apr",
+      "Aug",
+      "Dec",
+      "Feb",
+      "Jan",
+      "Jul",
+      "Jun",
+      "Mar",
+      "May",
+      "Nov",
+      "Oct",
+      "Sep"
+    ]
+  }
+}
diff --git a/single_point_prediction/daily/Global_YouTube_Statistics_2023_B1/info_mod.json b/single_point_prediction/daily/Global_YouTube_Statistics_2023_B1/info_mod.json
index 20e870f52ad7f9b8335b0d8a7022e913425160d1..77f6c5f0fcd2e4405d2af86487f5a64c07e6c8be 100644
--- a/single_point_prediction/daily/Global_YouTube_Statistics_2023_B1/info_mod.json
+++ b/single_point_prediction/daily/Global_YouTube_Statistics_2023_B1/info_mod.json
@@ -10,9 +10,9 @@
   "n_classes": 21,
   "cat_feature_intro": {
     "category": "Category or niche of the channel",
-    "Country": "Longitude coordinate of the country's location",
+    "Country": "Country associated with the channel.",
     "Abbreviation": "Abbreviation of the country",
-    "channel_type": "Ranking of the channel based on its type (individual or brand)",
+    "channel_type": "Type or category of the channel.",
     "created_month": "Month when the YouTube channel was created"
   },
   "num_feature_intro": {
@@ -373,4 +373,4 @@
     "Title"
   ],
   "missing_from_original_info": []
-}
\ No newline at end of file
+}
diff --git a/single_point_prediction/daily/Hotel_booking_Demand_B1/Hotel_booking_Demand_B1_001.json b/single_point_prediction/daily/Hotel_booking_Demand_B1/Hotel_booking_Demand_B1_001.json
index 5cea83dd6b22dddf20eb048dc35cebd3106972ee..247e0a3d76acee5e7bf7de2113d0264788f4b61e 100644
--- a/single_point_prediction/daily/Hotel_booking_Demand_B1/Hotel_booking_Demand_B1_001.json
+++ b/single_point_prediction/daily/Hotel_booking_Demand_B1/Hotel_booking_Demand_B1_001.json
@@ -5,7 +5,7 @@
   "perspective": "user",
   "dataset_name": "Hotel booking Demand",
   "table_path": "kaggle/Hotel booking Demand",
-  "query": "The reservation details for this Resort Hotel stay show a guest from Portugal booked through a travel agent channel for a February 2016 arrival. It's a 3-night trip with a weekend night, booked 53 days out by a first-time customer who made no changes and required no special amenities. Room type A was reserved at a rate of 30.0 per night with no deposit, and the agent listed is 196. The last update was on February 29th. I'm trying to figure out if this booking was honored or if it was called off.",
+  "query": "The reservation details for this Resort Hotel stay show a guest from Portugal booked through a travel agent channel for a February 2016 arrival. It's a 3-night trip with a weekend night, booked 53 days out by a first-time customer who made no changes and required no special amenities. Room type A was reserved at a rate of 30.0 per night with no deposit, and the agent listed is 196. I'm trying to figure out if this booking was honored or if it was called off.",
   "meta_info": {
     "domain": "daily"
   },
@@ -15,7 +15,6 @@
         "scenario_id": "001",
         "features": {
           "hotel": "Resort Hotel",
-          "is_canceled": "NULL",
           "lead_time": 53,
           "arrival_date_year": 2016,
           "arrival_date_month": "February",
@@ -44,8 +43,7 @@
           "adr": 30.0,
           "required_car_parking_spaces": "NULL",
           "total_of_special_requests": 0,
-          "reservation_status": "Check-Out",
-          "reservation_status_date": "2016-02-29"
+          "reservation_status": "Check-Out"
         }
       }
     ],
@@ -59,4 +57,4 @@
   },
   "response": "",
   "evaluation_score": {}
-}
\ No newline at end of file
+}
diff --git a/single_point_prediction/daily/Hotel_booking_Demand_B1/Hotel_booking_Demand_B1_002.json b/single_point_prediction/daily/Hotel_booking_Demand_B1/Hotel_booking_Demand_B1_002.json
index bd79014260cc07eaa10651c034cfe62e24045f32..38950de0f40967465a3705310b5f590ddabbf8dc 100644
--- a/single_point_prediction/daily/Hotel_booking_Demand_B1/Hotel_booking_Demand_B1_002.json
+++ b/single_point_prediction/daily/Hotel_booking_Demand_B1/Hotel_booking_Demand_B1_002.json
@@ -5,7 +5,7 @@
   "perspective": "user",
   "dataset_name": "Hotel booking Demand",
   "table_path": "kaggle/Hotel booking Demand",
-  "query": "Oh man, just got a cancellation notice for my City Hotel booking. I was all set to arrive on March 20th, 2016, for a little 3-night getaway, staying the weekend and one weeknight. The booking was made a solid 87 days ago through an online travel agent. It was for me and my partner, no kids, and we had a Bed and Breakfast plan. The final status was updated just a few days ago, on the 14th. Since I'm a first-time guest from France with no history of cancellations and I didn't even require a deposit, I'm a bit worried. What do you think the final outcome of this reservation will be?",
+  "query": "I'm looking at the details of my City Hotel booking. I was all set to arrive on March 20th, 2016, for a little 3-night getaway, staying the weekend and one weeknight. The booking was made a solid 87 days ago through an online travel agent. It was for me and my partner, no kids, and we had a Bed and Breakfast plan. Since I'm a first-time guest from France with no history of cancellations and I didn't even require a deposit, I'm a bit worried. What do you think the final outcome of this reservation will be?",
   "meta_info": {
     "domain": "daily"
   },
@@ -15,7 +15,6 @@
         "scenario_id": "001",
         "features": {
           "hotel": "City Hotel",
-          "is_canceled": 1,
           "lead_time": 87,
           "arrival_date_year": 2016,
           "arrival_date_month": "March",
@@ -44,8 +43,7 @@
           "adr": 78.3,
           "required_car_parking_spaces": 0,
           "total_of_special_requests": 0,
-          "reservation_status": "Canceled",
-          "reservation_status_date": "2016-03-14"
+          "reservation_status": "Canceled"
         }
       }
     ],
@@ -59,4 +57,4 @@
   },
   "response": "",
   "evaluation_score": {}
-}
\ No newline at end of file
+}
diff --git a/single_point_prediction/daily/Hotel_booking_Demand_B1/Hotel_booking_Demand_B1_003.json b/single_point_prediction/daily/Hotel_booking_Demand_B1/Hotel_booking_Demand_B1_003.json
index a8e968797422711a3cbd6d20aacb388ea8839c06..fbd67cd8cb0ed78caa5c62de3a35fc23d63af9c4 100644
--- a/single_point_prediction/daily/Hotel_booking_Demand_B1/Hotel_booking_Demand_B1_003.json
+++ b/single_point_prediction/daily/Hotel_booking_Demand_B1/Hotel_booking_Demand_B1_003.json
@@ -5,7 +5,7 @@
   "perspective": "user",
   "dataset_name": "Hotel booking Demand",
   "table_path": "kaggle/Hotel booking Demand",
-  "query": "My heart sank when I checked my City Hotel booking - I'd planned this perfect Valentine's getaway for February 14th, 2016, arriving on a Sunday in week 8. As a solo traveler from Angola with no children or babies, I'd snagged room type A and actually got assigned the same room, all without any deposit. I booked last-minute with just 2 days' notice for 2 weekend nights plus 1 weekday night, having no prior booking history whatsoever. With zero days on a waiting list and no special requests, this transient-party reservation shows as canceled - but what actually happened with my booking status?",
+  "query": "My heart sank when I checked my City Hotel booking - I'd planned this perfect Valentine's getaway for February 14th, 2016, arriving on a Sunday in week 8. As a solo traveler from Angola with no children or babies, I'd snagged room type A and actually got assigned the same room, all without any deposit. I booked last-minute with just 2 days' notice for 2 weekend nights plus 1 weekday night, having no prior booking history whatsoever. With zero days on a waiting list and no special requests, what outcome would you expect for this Transient-Party booking?",
   "meta_info": {
     "domain": "daily"
   },
@@ -15,7 +15,6 @@
         "scenario_id": "001",
         "features": {
           "hotel": "City Hotel",
-          "is_canceled": 1,
           "lead_time": 2,
           "arrival_date_year": 2016,
           "arrival_date_month": "February",
@@ -44,8 +43,7 @@
           "adr": "NULL",
           "required_car_parking_spaces": 0,
           "total_of_special_requests": 0,
-          "reservation_status": "No-Show",
-          "reservation_status_date": "2016-02-14"
+          "reservation_status": "No-Show"
         }
       }
     ],
@@ -59,4 +57,4 @@
   },
   "response": "",
   "evaluation_score": {}
-}
\ No newline at end of file
+}
diff --git a/single_point_prediction/daily/Hotel_booking_Demand_B1/Hotel_booking_Demand_B1_004.json b/single_point_prediction/daily/Hotel_booking_Demand_B1/Hotel_booking_Demand_B1_004.json
index 843f5b2ed1e17cb240277858eb3d8f786700bad9..c78b4a7e0bce930b24c7ab4f68dde5f5c9004cf6 100644
--- a/single_point_prediction/daily/Hotel_booking_Demand_B1/Hotel_booking_Demand_B1_004.json
+++ b/single_point_prediction/daily/Hotel_booking_Demand_B1/Hotel_booking_Demand_B1_004.json
@@ -5,7 +5,7 @@
   "perspective": "user",
   "dataset_name": "Hotel booking Demand",
   "table_path": "kaggle/Hotel booking Demand",
-  "query": "Booking #... let's see, it's for a City Hotel back in August 2017, with the arrival set for the 4th, which was a Friday in week 31. It was a short, one-night weekday stay for a family of two adults, one child, and even a baby. They booked a Breakfast plan directly from China, and the lead time was 61 days. The family didn't require parking, but they did have one special request. The reservation was handled by agent 14, they made one change to the booking, and paid an average daily rate of 146.0. It's noted they weren't a repeat guest and had no prior booking history, cancellations, or time on a waiting list. The final entry is the reservation status date of August 5th. So, looking at all this, what was the final outcome for this family's trip? Did they make it?",
+  "query": "Booking #... let's see, it's for a City Hotel back in August 2017, with the arrival set for the 4th, which was a Friday in week 31. It was a short, one-night weekday stay for a family of two adults, one child, and even a baby. They booked a Breakfast plan directly from China, and the lead time was 61 days. The family didn't require parking, but they did have one special request. The reservation was handled by agent 14, they made one change to the booking, and paid an average daily rate of 146.0. It's noted they weren't a repeat guest and had no prior booking history, cancellations, or time on a waiting list. So, looking at all this, what was the final outcome for this family's trip? Did they make it?",
   "meta_info": {
     "domain": "daily"
   },
@@ -15,7 +15,6 @@
         "scenario_id": "001",
         "features": {
           "hotel": "City Hotel",
-          "is_canceled": 0,
           "lead_time": 61,
           "arrival_date_year": 2017,
           "arrival_date_month": "August",
@@ -44,8 +43,7 @@
           "adr": 146.0,
           "required_car_parking_spaces": 0,
           "total_of_special_requests": 1,
-          "reservation_status": "Check-Out",
-          "reservation_status_date": "2017-08-05"
+          "reservation_status": "Check-Out"
         }
       }
     ],
@@ -59,4 +57,4 @@
   },
   "response": "",
   "evaluation_score": {}
-}
\ No newline at end of file
+}
diff --git a/single_point_prediction/daily/Hotel_booking_Demand_B1/Hotel_booking_Demand_B1_005.json b/single_point_prediction/daily/Hotel_booking_Demand_B1/Hotel_booking_Demand_B1_005.json
index e3217318c2d1500fb6b62304b5d433c446f02bbe..4935bc00d8e005c841bae80e0450d7d62fc1d958 100644
--- a/single_point_prediction/daily/Hotel_booking_Demand_B1/Hotel_booking_Demand_B1_005.json
+++ b/single_point_prediction/daily/Hotel_booking_Demand_B1/Hotel_booking_Demand_B1_005.json
@@ -5,7 +5,7 @@
   "perspective": "data_holder",
   "dataset_name": "Hotel booking Demand",
   "table_path": "kaggle/Hotel booking Demand",
-  "query": "A booking just came through with a lead time of 81 days for two adults arriving in late December 2016, specifically week 51. They're booked for a long stay with 4 weekend nights and 10 weeknights, coming from Great Britain via an Online Travel Agent channel. The assigned room type is E, and they have no children or babies. Interestingly, this is their first time with us—not a repeat guest—and they've never canceled before or had any previous bookings. Their assigned agent is ID 240, they made no changes to the booking, and they had zero days on a waiting list. They are transient customers with two special requests, and the reservation status was last updated on December 30th, 2016. I'm sharing our hotel's entire booking history with you to see if this pattern looks familiar. Given all these details, do you think this reservation will be honored, or is it likely to be canceled?",
+  "query": "A booking just came through with a lead time of 81 days for two adults arriving in late December 2016, specifically week 51. They're booked for a long stay with 4 weekend nights and 10 weeknights, coming from Great Britain via an Online Travel Agent channel. The assigned room type is E, and they have no children or babies. Interestingly, this is their first time with us—not a repeat guest—and they've never canceled before or had any previous bookings. Their assigned agent is ID 240, they made no changes to the booking, and they had zero days on a waiting list. They are transient customers with two special requests. I'm sharing our hotel's entire booking history with you to see if this pattern looks familiar. Given all these details, do you think this reservation will be honored, or is it likely to be canceled?",
   "meta_info": {
     "domain": "daily"
   },
@@ -15,7 +15,6 @@
         "scenario_id": "001",
         "features": {
           "hotel": "NULL",
-          "is_canceled": 0,
           "lead_time": 81,
           "arrival_date_year": 2016,
           "arrival_date_month": "December",
@@ -44,8 +43,7 @@
           "adr": "NULL",
           "required_car_parking_spaces": "NULL",
           "total_of_special_requests": 2,
-          "reservation_status": "Check-Out",
-          "reservation_status_date": "2016-12-30"
+          "reservation_status": "Check-Out"
         }
       }
     ],
@@ -59,4 +57,4 @@
   },
   "response": "",
   "evaluation_score": {}
-}
\ No newline at end of file
+}
diff --git a/single_point_prediction/daily/Hotel_booking_Demand_B1/Hotel_booking_Demand_B1_006.json b/single_point_prediction/daily/Hotel_booking_Demand_B1/Hotel_booking_Demand_B1_006.json
index f93a3af320a8c96693a72b7c1c03a327ec69beac..47910069b235d213d802fd64a66bf7fcbafb50e2 100644
--- a/single_point_prediction/daily/Hotel_booking_Demand_B1/Hotel_booking_Demand_B1_006.json
+++ b/single_point_prediction/daily/Hotel_booking_Demand_B1/Hotel_booking_Demand_B1_006.json
@@ -15,7 +15,6 @@
         "scenario_id": "001",
         "features": {
           "hotel": "City Hotel",
-          "is_canceled": 0,
           "lead_time": 192,
           "arrival_date_year": 2017,
           "arrival_date_month": "August",
@@ -44,8 +43,7 @@
           "adr": 157.5,
           "required_car_parking_spaces": 0,
           "total_of_special_requests": 2,
-          "reservation_status": "Check-Out",
-          "reservation_status_date": "2017-08-17"
+          "reservation_status": "Check-Out"
         }
       }
     ],
@@ -59,4 +57,4 @@
   },
   "response": "",
   "evaluation_score": {}
-}
\ No newline at end of file
+}
diff --git a/single_point_prediction/daily/Hotel_booking_Demand_B1/Hotel_booking_Demand_B1_007.json b/single_point_prediction/daily/Hotel_booking_Demand_B1/Hotel_booking_Demand_B1_007.json
index d34f1b53062431319fc22727eb8bd33afb684722..ac8bfc68338a6d45ed69a6056d25d640c41a1616 100644
--- a/single_point_prediction/daily/Hotel_booking_Demand_B1/Hotel_booking_Demand_B1_007.json
+++ b/single_point_prediction/daily/Hotel_booking_Demand_B1/Hotel_booking_Demand_B1_007.json
@@ -15,7 +15,6 @@
         "scenario_id": "001",
         "features": {
           "hotel": "NULL",
-          "is_canceled": 1,
           "lead_time": 93,
           "arrival_date_year": "NULL",
           "arrival_date_month": "NULL",
@@ -44,8 +43,7 @@
           "adr": 151.0,
           "required_car_parking_spaces": 0,
           "total_of_special_requests": 0,
-          "reservation_status": "Canceled",
-          "reservation_status_date": "2016-05-25"
+          "reservation_status": "Canceled"
         }
       }
     ],
@@ -59,4 +57,4 @@
   },
   "response": "",
   "evaluation_score": {}
-}
\ No newline at end of file
+}
diff --git a/single_point_prediction/daily/Hotel_booking_Demand_B1/Hotel_booking_Demand_B1_008.json b/single_point_prediction/daily/Hotel_booking_Demand_B1/Hotel_booking_Demand_B1_008.json
index 7de889ff1961f29984c066e8baf9fcbc23f64f47..a94dadb01201d17551150aaf31f604e0448ccaad 100644
--- a/single_point_prediction/daily/Hotel_booking_Demand_B1/Hotel_booking_Demand_B1_008.json
+++ b/single_point_prediction/daily/Hotel_booking_Demand_B1/Hotel_booking_Demand_B1_008.json
@@ -15,7 +15,6 @@
         "scenario_id": "001",
         "features": {
           "hotel": "Resort Hotel",
-          "is_canceled": 1,
           "lead_time": 198,
           "arrival_date_year": 2017,
           "arrival_date_month": "August",
@@ -44,8 +43,7 @@
           "adr": 231.43,
           "required_car_parking_spaces": 0,
           "total_of_special_requests": 2,
-          "reservation_status": "Canceled",
-          "reservation_status_date": "2017-02-16"
+          "reservation_status": "Canceled"
         }
       }
     ],
@@ -59,4 +57,4 @@
   },
   "response": "",
   "evaluation_score": {}
-}
\ No newline at end of file
+}
diff --git a/single_point_prediction/daily/Hotel_booking_Demand_B1/history.csv b/single_point_prediction/daily/Hotel_booking_Demand_B1/history.csv
index 3612131a607b38762789df3ac8e0c54970ab661c..874c3117f7f960f07c6dba70ca567ebc0adb6b77 100644
--- a/single_point_prediction/daily/Hotel_booking_Demand_B1/history.csv
+++ b/single_point_prediction/daily/Hotel_booking_Demand_B1/history.csv
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:5adde0606383239285b9995a6e26cdf7d2817a7ddc0d9a7f7495c3dfb502398c
-size 16933032
+oid sha256:952c3768ae2c18bc1e2010af4e24f0540588dbc2e7221f5dd2fcf8419d95115f
+size 15381212
diff --git a/single_point_prediction/daily/Hotel_booking_Demand_B1/info.json b/single_point_prediction/daily/Hotel_booking_Demand_B1/info.json
index 4816c05993309461836de8622438e342f2e503ff..20956c93d07801fe3772275e08832605a78593ed 100644
--- a/single_point_prediction/daily/Hotel_booking_Demand_B1/info.json
+++ b/single_point_prediction/daily/Hotel_booking_Demand_B1/info.json
@@ -1,398 +1,391 @@
-{
-    "name": "Hotel Booking Demand",
-    "source": "https://www.kaggle.com/datasets/jessemostipak/hotel-booking-demand/data",
-    "data_intro": "This dataset contains hotel booking data for a city hotel and a resort hotel, providing details on booking dates, stay duration, guest count, cancellation trends, and pricing. It is useful for demand forecasting, revenue management, and customer behavior analysis.",
-    "is_splited": false,
-    "overall_size": 119390,
-    "train_size": 0,
-    "test_size": 0,
-    "c_classes": 12,
-    "n_classes": 20,
-    "cat_feature_intro": {
-        "hotel": "Type of hotel (City Hotel or Resort Hotel).",
-        "arrival_date_month": "Month of arrival for the booking.",
-        "meal": "Type of meal plan booked (e.g., Breakfast included, Half board, Full board).",
-        "country": "Country of origin of the guest.",
-        "market_segment": "Booking distribution channel (e.g., direct, corporate, travel agent).",
-        "distribution_channel": "Channel through which the booking was made (e.g., online travel agents, direct).",
-        "reserved_room_type": "Type of room reserved by the guest before any changes.",
-        "assigned_room_type": "Final room type assigned to the guest.",
-        "deposit_type": "Indicates if a deposit was made and its type (e.g., No Deposit, Refundable, Non-Refundable).",
-        "customer_type": "Type of customer (e.g., transient, group, contract).",
-        "reservation_status": "Final status of the booking (e.g., Canceled, Checked-out, No-show).",
-        "reservation_status_date": "Date when the reservation status was last updated."
-    },
-    "num_feature_intro": {
-        "is_canceled": "Indicates whether the booking was canceled (1) or not (0).",
-        "lead_time": "Number of days between booking and arrival.",
-        "arrival_date_year": "Year of arrival for the booking.",
-        "arrival_date_week_number": "Week number of the arrival date.",
-        "arrival_date_day_of_month": "Day of the month of arrival.",
-        "stays_in_weekend_nights": "Number of weekend nights (Saturday or Sunday) the guest stayed.",
-        "stays_in_week_nights": "Number of weekday nights (Monday to Friday) the guest stayed.",
-        "adults": "Number of adults included in the booking.",
-        "children": "Number of children included in the booking.",
-        "babies": "Number of babies included in the booking.",
-        "is_repeated_guest": "Indicates whether the guest is a returning customer (1) or not (0).",
-        "previous_cancellations": "Number of times the guest has canceled previous bookings.",
-        "previous_bookings_not_canceled": "Number of previous bookings not canceled by the guest.",
-        "booking_changes": "Number of changes made to the booking.",
-        "agent": "ID of the booking agent (if applicable).",
-        "company": "ID of the company making the booking (if applicable).",
-        "days_in_waiting_list": "Number of days the booking was on the waiting list before confirmation.",
-        "adr": "Average daily rate (price per night per room).",
-        "required_car_parking_spaces": "Number of car parking spaces required by the guest.",
-        "total_of_special_requests": "Number of special requests made by the guest (e.g., high floor, twin beds)."
-    },
-    "evaluation_metric": null,
-    "task_type": "classification",
-    "target": "reservation_status",
-    "num_feature_value": {
-        "adr": [
-            -6.38,
-            5400.0
-        ],
-        "adults": [
-            0.0,
-            55.0
-        ],
-        "agent": [
-            1.0,
-            535.0
-        ],
-        "arrival_date_day_of_month": [
-            1.0,
-            31.0
-        ],
-        "arrival_date_week_number": [
-            1.0,
-            53.0
-        ],
-        "arrival_date_year": [
-            2015.0,
-            2017.0
-        ],
-        "babies": [
-            0.0,
-            10.0
-        ],
-        "booking_changes": [
-            0.0,
-            21.0
-        ],
-        "children": [
-            0.0,
-            10.0
-        ],
-        "company": [
-            6.0,
-            543.0
-        ],
-        "days_in_waiting_list": [
-            0.0,
-            391.0
-        ],
-        "is_canceled": [
-            0.0,
-            1.0
-        ],
-        "is_repeated_guest": [
-            0.0,
-            1.0
-        ],
-        "lead_time": [
-            0.0,
-            737.0
-        ],
-        "previous_bookings_not_canceled": [
-            0.0,
-            72.0
-        ],
-        "previous_cancellations": [
-            0.0,
-            26.0
-        ],
-        "required_car_parking_spaces": [
-            0.0,
-            8.0
-        ],
-        "stays_in_week_nights": [
-            0.0,
-            50.0
-        ],
-        "stays_in_weekend_nights": [
-            0.0,
-            19.0
-        ],
-        "total_of_special_requests": [
-            0.0,
-            5.0
-        ]
-    },
-    "cat_feature_value": {
-        "arrival_date_month": [
-            "April",
-            "August",
-            "December",
-            "February",
-            "January",
-            "July",
-            "June",
-            "March",
-            "May",
-            "November",
-            "October",
-            "September"
-        ],
-        "assigned_room_type": [
-            "A",
-            "B",
-            "C",
-            "D",
-            "E",
-            "F",
-            "G",
-            "H",
-            "I",
-            "K",
-            "L",
-            "P"
-        ],
-        "country": [
-            "ABW",
-            "AGO",
-            "AIA",
-            "ALB",
-            "AND",
-            "ARE",
-            "ARG",
-            "ARM",
-            "ASM",
-            "ATA",
-            "ATF",
-            "AUS",
-            "AUT",
-            "AZE",
-            "BDI",
-            "BEL",
-            "BEN",
-            "BFA",
-            "BGD",
-            "BGR",
-            "BHR",
-            "BHS",
-            "BIH",
-            "BLR",
-            "BOL",
-            "BRA",
-            "BRB",
-            "BWA",
-            "CAF",
-            "CHE",
-            "CHL",
-            "CHN",
-            "CIV",
-            "CMR",
-            "CN",
-            "COL",
-            "COM",
-            "CPV",
-            "CRI",
-            "CUB",
-            "CYM",
-            "CYP",
-            "CZE",
-            "DEU",
-            "DJI",
-            "DMA",
-            "DNK",
-            "DOM",
-            "DZA",
-            "ECU",
-            "EGY",
-            "ESP",
-            "EST",
-            "ETH",
-            "FIN",
-            "FJI",
-            "FRA",
-            "FRO",
-            "GAB",
-            "GBR",
-            "GEO",
-            "GGY",
-            "GHA",
-            "GIB",
-            "GLP",
-            "GNB",
-            "GRC",
-            "GTM",
-            "GUY",
-            "HKG",
-            "HND",
-            "HRV",
-            "HUN",
-            "IDN",
-            "IMN",
-            "IND",
-            "IRL",
-            "IRN",
-            "IRQ",
-            "ISL",
-            "ISR",
-            "ITA",
-            "JAM",
-            "JEY",
-            "JOR",
-            "JPN",
-            "KAZ",
-            "KEN",
-            "KHM",
-            "KIR",
-            "KNA",
-            "KOR",
-            "KWT",
-            "LAO",
-            "LBN",
-            "LBY",
-            "LCA",
-            "LIE",
-            "LKA",
-            "LTU",
-            "LUX",
-            "LVA",
-            "MAC",
-            "MAR",
-            "MCO",
-            "MDG",
-            "MDV",
-            "MEX",
-            "MKD",
-            "MLI",
-            "MLT",
-            "MMR",
-            "MNE",
-            "MOZ",
-            "MRT",
-            "MUS",
-            "MWI",
-            "MYS",
-            "MYT",
-            "NAM",
-            "NCL",
-            "NGA",
-            "NIC",
-            "NLD",
-            "NOR",
-            "NPL",
-            "NZL",
-            "OMN",
-            "PAK",
-            "PAN",
-            "PER",
-            "PHL",
-            "PLW",
-            "POL",
-            "PRI",
-            "PRT",
-            "PRY",
-            "PYF",
-            "QAT",
-            "ROU",
-            "RUS",
-            "RWA",
-            "SAU",
-            "SDN",
-            "SEN",
-            "SGP",
-            "SLE",
-            "SLV",
-            "SMR",
-            "SRB",
-            "STP",
-            "SUR",
-            "SVK",
-            "SVN",
-            "SWE",
-            "SYC",
-            "SYR",
-            "TGO",
-            "THA",
-            "TJK",
-            "TMP",
-            "TUN",
-            "TUR",
-            "TWN",
-            "TZA",
-            "UGA",
-            "UKR",
-            "UMI",
-            "URY",
-            "USA",
-            "UZB",
-            "VEN",
-            "VGB",
-            "VNM",
-            "ZAF",
-            "ZMB",
-            "ZWE"
-        ],
-        "customer_type": [
-            "Contract",
-            "Group",
-            "Transient",
-            "Transient-Party"
-        ],
-        "deposit_type": [
-            "No Deposit",
-            "Non Refund",
-            "Refundable"
-        ],
-        "distribution_channel": [
-            "Corporate",
-            "Direct",
-            "GDS",
-            "TA/TO",
-            "Undefined"
-        ],
-        "hotel": [
-            "City Hotel",
-            "Resort Hotel"
-        ],
-        "market_segment": [
-            "Aviation",
-            "Complementary",
-            "Corporate",
-            "Direct",
-            "Groups",
-            "Offline TA/TO",
-            "Online TA",
-            "Undefined"
-        ],
-        "meal": [
-            "BB",
-            "FB",
-            "HB",
-            "SC",
-            "Undefined"
-        ],
-        "reservation_status": [
-            "Canceled",
-            "Check-Out",
-            "No-Show"
-        ],
-        "reservation_status_date": "string",
-        "reserved_room_type": [
-            "A",
-            "B",
-            "C",
-            "D",
-            "E",
-            "F",
-            "G",
-            "H",
-            "L",
-            "P"
-        ]
-    }
-}
\ No newline at end of file
+{
+  "name": "Hotel Booking Demand",
+  "source": "https://www.kaggle.com/datasets/jessemostipak/hotel-booking-demand/data",
+  "data_intro": "This dataset contains hotel booking data for a city hotel and a resort hotel, providing details on booking dates, stay duration, guest count, cancellation trends, and pricing. It is useful for demand forecasting, revenue management, and customer behavior analysis.",
+  "is_splited": false,
+  "overall_size": 119390,
+  "train_size": 0,
+  "test_size": 0,
+  "c_classes": 11,
+  "n_classes": 19,
+  "cat_feature_intro": {
+    "hotel": "Type of hotel (City Hotel or Resort Hotel).",
+    "arrival_date_month": "Month of arrival for the booking.",
+    "meal": "Type of meal plan booked (e.g., Breakfast included, Half board, Full board).",
+    "country": "Country of origin of the guest.",
+    "market_segment": "Booking distribution channel (e.g., direct, corporate, travel agent).",
+    "distribution_channel": "Channel through which the booking was made (e.g., online travel agents, direct).",
+    "reserved_room_type": "Type of room reserved by the guest before any changes.",
+    "assigned_room_type": "Final room type assigned to the guest.",
+    "deposit_type": "Indicates if a deposit was made and its type (e.g., No Deposit, Refundable, Non-Refundable).",
+    "customer_type": "Type of customer (e.g., transient, group, contract).",
+    "reservation_status": "Final status of the booking (e.g., Canceled, Checked-out, No-show)."
+  },
+  "num_feature_intro": {
+    "lead_time": "Number of days between booking and arrival.",
+    "arrival_date_year": "Year of arrival for the booking.",
+    "arrival_date_week_number": "Week number of the arrival date.",
+    "arrival_date_day_of_month": "Day of the month of arrival.",
+    "stays_in_weekend_nights": "Number of weekend nights (Saturday or Sunday) the guest stayed.",
+    "stays_in_week_nights": "Number of weekday nights (Monday to Friday) the guest stayed.",
+    "adults": "Number of adults included in the booking.",
+    "children": "Number of children included in the booking.",
+    "babies": "Number of babies included in the booking.",
+    "is_repeated_guest": "Indicates whether the guest is a returning customer (1) or not (0).",
+    "previous_cancellations": "Number of times the guest has canceled previous bookings.",
+    "previous_bookings_not_canceled": "Number of previous bookings not canceled by the guest.",
+    "booking_changes": "Number of changes made to the booking.",
+    "agent": "ID of the booking agent (if applicable).",
+    "company": "ID of the company making the booking (if applicable).",
+    "days_in_waiting_list": "Number of days the booking was on the waiting list before confirmation.",
+    "adr": "Average daily rate (price per night per room).",
+    "required_car_parking_spaces": "Number of car parking spaces required by the guest.",
+    "total_of_special_requests": "Number of special requests made by the guest (e.g., high floor, twin beds)."
+  },
+  "evaluation_metric": null,
+  "task_type": "classification",
+  "target": "reservation_status",
+  "num_feature_value": {
+    "adr": [
+      -6.38,
+      5400.0
+    ],
+    "adults": [
+      0.0,
+      55.0
+    ],
+    "agent": [
+      1.0,
+      535.0
+    ],
+    "arrival_date_day_of_month": [
+      1.0,
+      31.0
+    ],
+    "arrival_date_week_number": [
+      1.0,
+      53.0
+    ],
+    "arrival_date_year": [
+      2015.0,
+      2017.0
+    ],
+    "babies": [
+      0.0,
+      10.0
+    ],
+    "booking_changes": [
+      0.0,
+      21.0
+    ],
+    "children": [
+      0.0,
+      10.0
+    ],
+    "company": [
+      6.0,
+      543.0
+    ],
+    "days_in_waiting_list": [
+      0.0,
+      391.0
+    ],
+    "is_repeated_guest": [
+      0.0,
+      1.0
+    ],
+    "lead_time": [
+      0.0,
+      737.0
+    ],
+    "previous_bookings_not_canceled": [
+      0.0,
+      72.0
+    ],
+    "previous_cancellations": [
+      0.0,
+      26.0
+    ],
+    "required_car_parking_spaces": [
+      0.0,
+      8.0
+    ],
+    "stays_in_week_nights": [
+      0.0,
+      50.0
+    ],
+    "stays_in_weekend_nights": [
+      0.0,
+      19.0
+    ],
+    "total_of_special_requests": [
+      0.0,
+      5.0
+    ]
+  },
+  "cat_feature_value": {
+    "arrival_date_month": [
+      "April",
+      "August",
+      "December",
+      "February",
+      "January",
+      "July",
+      "June",
+      "March",
+      "May",
+      "November",
+      "October",
+      "September"
+    ],
+    "assigned_room_type": [
+      "A",
+      "B",
+      "C",
+      "D",
+      "E",
+      "F",
+      "G",
+      "H",
+      "I",
+      "K",
+      "L",
+      "P"
+    ],
+    "country": [
+      "ABW",
+      "AGO",
+      "AIA",
+      "ALB",
+      "AND",
+      "ARE",
+      "ARG",
+      "ARM",
+      "ASM",
+      "ATA",
+      "ATF",
+      "AUS",
+      "AUT",
+      "AZE",
+      "BDI",
+      "BEL",
+      "BEN",
+      "BFA",
+      "BGD",
+      "BGR",
+      "BHR",
+      "BHS",
+      "BIH",
+      "BLR",
+      "BOL",
+      "BRA",
+      "BRB",
+      "BWA",
+      "CAF",
+      "CHE",
+      "CHL",
+      "CHN",
+      "CIV",
+      "CMR",
+      "CN",
+      "COL",
+      "COM",
+      "CPV",
+      "CRI",
+      "CUB",
+      "CYM",
+      "CYP",
+      "CZE",
+      "DEU",
+      "DJI",
+      "DMA",
+      "DNK",
+      "DOM",
+      "DZA",
+      "ECU",
+      "EGY",
+      "ESP",
+      "EST",
+      "ETH",
+      "FIN",
+      "FJI",
+      "FRA",
+      "FRO",
+      "GAB",
+      "GBR",
+      "GEO",
+      "GGY",
+      "GHA",
+      "GIB",
+      "GLP",
+      "GNB",
+      "GRC",
+      "GTM",
+      "GUY",
+      "HKG",
+      "HND",
+      "HRV",
+      "HUN",
+      "IDN",
+      "IMN",
+      "IND",
+      "IRL",
+      "IRN",
+      "IRQ",
+      "ISL",
+      "ISR",
+      "ITA",
+      "JAM",
+      "JEY",
+      "JOR",
+      "JPN",
+      "KAZ",
+      "KEN",
+      "KHM",
+      "KIR",
+      "KNA",
+      "KOR",
+      "KWT",
+      "LAO",
+      "LBN",
+      "LBY",
+      "LCA",
+      "LIE",
+      "LKA",
+      "LTU",
+      "LUX",
+      "LVA",
+      "MAC",
+      "MAR",
+      "MCO",
+      "MDG",
+      "MDV",
+      "MEX",
+      "MKD",
+      "MLI",
+      "MLT",
+      "MMR",
+      "MNE",
+      "MOZ",
+      "MRT",
+      "MUS",
+      "MWI",
+      "MYS",
+      "MYT",
+      "NAM",
+      "NCL",
+      "NGA",
+      "NIC",
+      "NLD",
+      "NOR",
+      "NPL",
+      "NZL",
+      "OMN",
+      "PAK",
+      "PAN",
+      "PER",
+      "PHL",
+      "PLW",
+      "POL",
+      "PRI",
+      "PRT",
+      "PRY",
+      "PYF",
+      "QAT",
+      "ROU",
+      "RUS",
+      "RWA",
+      "SAU",
+      "SDN",
+      "SEN",
+      "SGP",
+      "SLE",
+      "SLV",
+      "SMR",
+      "SRB",
+      "STP",
+      "SUR",
+      "SVK",
+      "SVN",
+      "SWE",
+      "SYC",
+      "SYR",
+      "TGO",
+      "THA",
+      "TJK",
+      "TMP",
+      "TUN",
+      "TUR",
+      "TWN",
+      "TZA",
+      "UGA",
+      "UKR",
+      "UMI",
+      "URY",
+      "USA",
+      "UZB",
+      "VEN",
+      "VGB",
+      "VNM",
+      "ZAF",
+      "ZMB",
+      "ZWE"
+    ],
+    "customer_type": [
+      "Contract",
+      "Group",
+      "Transient",
+      "Transient-Party"
+    ],
+    "deposit_type": [
+      "No Deposit",
+      "Non Refund",
+      "Refundable"
+    ],
+    "distribution_channel": [
+      "Corporate",
+      "Direct",
+      "GDS",
+      "TA/TO",
+      "Undefined"
+    ],
+    "hotel": [
+      "City Hotel",
+      "Resort Hotel"
+    ],
+    "market_segment": [
+      "Aviation",
+      "Complementary",
+      "Corporate",
+      "Direct",
+      "Groups",
+      "Offline TA/TO",
+      "Online TA",
+      "Undefined"
+    ],
+    "meal": [
+      "BB",
+      "FB",
+      "HB",
+      "SC",
+      "Undefined"
+    ],
+    "reservation_status": [
+      "Canceled",
+      "Check-Out",
+      "No-Show"
+    ],
+    "reserved_room_type": [
+      "A",
+      "B",
+      "C",
+      "D",
+      "E",
+      "F",
+      "G",
+      "H",
+      "L",
+      "P"
+    ]
+  }
+}
diff --git a/single_point_prediction/daily/Hotel_booking_Demand_B1/info_mod.json b/single_point_prediction/daily/Hotel_booking_Demand_B1/info_mod.json
index 9609e813606fc8bf0b15338ae4f5d5704da5f923..b10f27e7f41b7df00c38ade9c7caa9e2e7c7dc59 100644
--- a/single_point_prediction/daily/Hotel_booking_Demand_B1/info_mod.json
+++ b/single_point_prediction/daily/Hotel_booking_Demand_B1/info_mod.json
@@ -7,7 +7,7 @@
   "train_size": 0,
   "test_size": 0,
   "c_classes": 12,
-  "n_classes": 20,
+  "n_classes": 19,
   "cat_feature_intro": {
     "hotel": "Type of hotel (City Hotel or Resort Hotel).",
     "arrival_date_month": "Month of arrival for the booking.",
@@ -21,7 +21,6 @@
     "customer_type": "Type of customer (e.g., transient, group, contract)."
   },
   "num_feature_intro": {
-    "is_canceled": "Indicates whether the booking was canceled (1) or not (0).",
     "lead_time": "Number of days between booking and arrival.",
     "arrival_date_year": "Year of arrival for the booking.",
     "arrival_date_week_number": "Week number of the arrival date.",
@@ -46,10 +45,6 @@
   "task_type": "classification",
   "target": "reservation_status",
   "num_feature_value": {
-    "is_canceled": [
-      0.0,
-      1.0
-    ],
     "lead_time": [
       0.0,
       737.0
@@ -315,4 +310,4 @@
     "reservation_status_date"
   ],
   "missing_from_original_info": []
-}
\ No newline at end of file
+}
diff --git a/single_point_prediction/daily/IBM_HR_Analytics_Employee_Attrition_&_Performance_B1/IBM_HR_Analytics_Employee_Attrition_&_Performance_B1_003.json b/single_point_prediction/daily/IBM_HR_Analytics_Employee_Attrition_&_Performance_B1/IBM_HR_Analytics_Employee_Attrition_&_Performance_B1_003.json
index 40a3ea99a156c82d193c6a9de78371060d553d25..d223a33be338a7afbaf6f85a318983bfbc8074af 100644
--- a/single_point_prediction/daily/IBM_HR_Analytics_Employee_Attrition_&_Performance_B1/IBM_HR_Analytics_Employee_Attrition_&_Performance_B1_003.json
+++ b/single_point_prediction/daily/IBM_HR_Analytics_Employee_Attrition_&_Performance_B1/IBM_HR_Analytics_Employee_Attrition_&_Performance_B1_003.json
@@ -5,7 +5,7 @@
   "perspective": "user",
   "dataset_name": "IBM HR Analytics Employee Attrition & Performance",
   "table_path": "kaggle/IBM HR Analytics Employee Attrition & Performance",
-  "query": "Walking out of my annual review, I can't help but feel a bit mixed. My manager, who I've only reported to for a year now, gave me a performance rating of 3, which is excellent, and a nice 19% salary hike. I'm 28, with a Bachelor's degree in the Medical field, and I've only ever worked at this one company. My daily rate is $1,172 and my monthly pay is $3,692, which breaks down to $78 an hour. I'm in a Level 1 role, and even though my job involvement is high, my satisfaction with the job and the work environment are just medium. I rarely travel for business, which is great because I live only 3 kilometers from the office. I don't work overtime, my work-life balance is better than good, and I had 3 training sessions last year. With a stock option level of 1 and having been here for exactly one year—still in my first role and with my first manager—do you think I'm a flight risk?",
+  "query": "Walking out of my annual review, I can't help but feel a bit mixed. My manager, who I've reported to for less than a year, gave me a performance rating of 3, which is excellent, and a nice 19% salary hike. I'm 28, with a Bachelor's degree in the Medical field, and I've only ever worked at this one company. My daily rate is $1,172 and my recorded MonthlyRate is $3,692 and my HourlyRate is $78. I'm in a Level 1 role, and even though my job involvement is high, my satisfaction with the job and the work environment are just medium. I rarely travel for business, which is great because I live only 3 kilometers from the office. I don't work overtime, my work-life balance is better than good, and I had 3 training sessions last year. With a stock option level of 1 and having been here for exactly one year—with less than a full year recorded in my current role and with my current manager—do you think I'm a flight risk?",
   "meta_info": {
     "domain": "daily"
   },
@@ -62,4 +62,4 @@
   },
   "response": "",
   "evaluation_score": {}
-}
\ No newline at end of file
+}
diff --git a/single_point_prediction/finance/Default_of_Credit_Card_Clients_Dataset_B1/Default_of_Credit_Card_Clients_Dataset_B1_005.json b/single_point_prediction/finance/Default_of_Credit_Card_Clients_Dataset_B1/Default_of_Credit_Card_Clients_Dataset_B1_005.json
index 295d66035500b0e41a3d1bee4f5e7d79d2b39a93..23255925cc01b3306a0d07b7b2cb13af9f47c21c 100644
--- a/single_point_prediction/finance/Default_of_Credit_Card_Clients_Dataset_B1/Default_of_Credit_Card_Clients_Dataset_B1_005.json
+++ b/single_point_prediction/finance/Default_of_Credit_Card_Clients_Dataset_B1/Default_of_Credit_Card_Clients_Dataset_B1_005.json
@@ -5,7 +5,7 @@
   "perspective": "data_holder",
   "dataset_name": "Default of Credit Card Clients Dataset",
   "table_path": "kaggle/Default of Credit Card Clients Dataset",
-  "query": "The account numbered 29854 belongs to a 39-year-old university graduate with NT$50,000 in available credit. After being two months late in both April and May, this client has maintained perfect payment status from June through September. Their billing amounts have followed an interesting trajectory from NT$31,597 to NT$32,417 then down to NT$25,637, while making payments between NT$2,000 and NT$3,500. With our historical records of payment defaults now in your hands, would you flag this account as likely to miss the next payment?",
+  "query": "The account numbered 29854 belongs to a 39-year-old university graduate with NT$50,000 in available credit. After being two months late in both April and May, the available status entries for June, July, and September are code 0, while August's entry is missing. Their billing amounts have followed an interesting trajectory from NT$31,597 to NT$32,417 then down to NT$25,637, while making payments between NT$2,000 and NT$3,500. With our historical records of payment defaults now in your hands, would you flag this account as likely to miss the next payment?",
   "meta_info": {
     "domain": "finance"
   },
@@ -52,4 +52,4 @@
   },
   "response": "",
   "evaluation_score": {}
-}
\ No newline at end of file
+}
diff --git a/single_point_prediction/medical/Indicators_of_Heart_Disease_(2022_UPDATE)_B1/Indicators_of_Heart_Disease_(2022_UPDATE)_B1_004.json b/single_point_prediction/medical/Indicators_of_Heart_Disease_(2022_UPDATE)_B1/Indicators_of_Heart_Disease_(2022_UPDATE)_B1_004.json
index 1b8399cc02a729fbf435977be50c0608bbe61e38..9275605f43af739637842cb2bccb7878cb210cc6 100644
--- a/single_point_prediction/medical/Indicators_of_Heart_Disease_(2022_UPDATE)_B1/Indicators_of_Heart_Disease_(2022_UPDATE)_B1_004.json
+++ b/single_point_prediction/medical/Indicators_of_Heart_Disease_(2022_UPDATE)_B1/Indicators_of_Heart_Disease_(2022_UPDATE)_B1_004.json
@@ -5,7 +5,7 @@
   "perspective": "user",
   "dataset_name": "Indicators of Heart Disease (2022 UPDATE)",
   "table_path": "kaggle/Indicators of Heart Disease (2022 UPDATE)",
-  "query": "His recent annual checkup in Utah went well, with the doctor noting this 30 to 34-year-old White, Non-Hispanic male is a former smoker who has never touched e-cigarettes. At 1.8 meters tall and 81.65 kilograms, his BMI is 25.1. He's had only one day of poor physical health in the last month and zero days of poor mental health, sleeps a solid 8 hours, and stays active. No heart attack, angina, stroke, asthma, skin cancer, COPD, depressive disorder, kidney disease, arthritis, or diabetes. His teeth are all intact, he drinks alcohol, and has no hearing, vision, concentration, walking, dressing, or errand-running difficulties. Tests for HIV and COVID were negative, he's not high-risk, got his flu and tetanus shots, but never had a pneumonia vaccine or a chest scan. With all this in mind, what would you say his overall health condition is?",
+  "query": "His recent annual checkup in Utah went well, with the doctor noting this 30 to 34-year-old White, Non-Hispanic male is a former smoker who has never touched e-cigarettes. At 1.8 meters tall and 81.65 kilograms, his BMI is 25.1. He's had only one day of poor physical health in the last month and zero days of poor mental health, sleeps a solid 8 hours, and stays active. No heart attack, angina, stroke, asthma, skin cancer, COPD, depressive disorder, kidney disease, arthritis, or diabetes. His teeth are all intact, he drinks alcohol, and has no hearing, vision, concentration, walking, dressing, or errand-running difficulties. He has been tested for HIV and has not reported having COVID, he's not high-risk, got his flu and tetanus shots, but never had a pneumonia vaccine or a chest scan. With all this in mind, what would you say his overall health condition is?",
   "meta_info": {
     "domain": "medical"
   },
@@ -67,4 +67,4 @@
   },
   "response": "",
   "evaluation_score": {}
-}
\ No newline at end of file
+}
diff --git a/single_point_prediction/medical/Indicators_of_Heart_Disease_(2022_UPDATE)_B1/info.json b/single_point_prediction/medical/Indicators_of_Heart_Disease_(2022_UPDATE)_B1/info.json
index 53272e3074451c673817a05ef4da5ee438d07863..c876b7e9aa18ec2175d72a1a6b59bf487c77e98c 100644
--- a/single_point_prediction/medical/Indicators_of_Heart_Disease_(2022_UPDATE)_B1/info.json
+++ b/single_point_prediction/medical/Indicators_of_Heart_Disease_(2022_UPDATE)_B1/info.json
@@ -1,401 +1,393 @@
-{
-    "name": "Indicators of Heart Disease (2022 UPDATE)",
-    "source": "https://www.kaggle.com/datasets/kamilpytlak/personal-key-indicators-of-heart-disease/data",
-    "data_intro": "The dataset originally comes from the CDC and is a major part of the Behavioral Risk Factor Surveillance System (BRFSS), which conducts annual telephone surveys to collect data on the health status of U.S. residents. As described by the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm): \"Established in 1984 with 15 states, BRFSS now collects data in all 50 states, the District of Columbia, and three U.S. territories. BRFSS completes more than 400,000 adult interviews each year, making it the largest continuously conducted health survey system in the world. The most recent dataset includes data from 2023. In this dataset, I noticed many factors (questions) that directly or indirectly influence heart disease, so I decided to select the most relevant variables from it. I also decided to share with you two versions of the most recent dataset: with NaNs and without it.",
-    "is_splited": false,
-    "overall_size": 1010949,
-    "train_size": 0,
-    "test_size": 0,
-    "c_classes": 46,
-    "n_classes": 9,
-    "cat_feature_intro": {
-        "HeartDisease": "The dataset originally comes from the CDC and is a major part of the Behavioral Risk Factor Surveillance System (BRFSS), which conducts annual telephone surveys to collect data on the health status of U.S. residents. As described by the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm): \"Established in 1984 with 15 states, BRFSS now collects data in all 50 states, the District of Columbia, and three U.S. territories. BRFSS completes more than 400,000 adult interviews each year, making it the largest continuously conducted health survey system in the world. The most recent dataset includes data from 2023. In this dataset, I noticed many factors (questions) that directly or indirectly influence heart disease, so I decided to select the most relevant variables from it. I also decided to share with you two versions of the most recent dataset: with NaNs and without it.",
-        "Smoking": "According to the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm), heart disease is a leading cause of death for people of most races in the U.S. (African Americans, American Indians and Alaska Natives, and whites). About half of all Americans (47%) have at least 1 of 3 major risk factors for heart disease: high blood pressure, high cholesterol, and smoking. Other key indicators include diabetes status, obesity (high BMI), not getting enough physical activity, or drinking too much alcohol. Identifying and preventing the factors that have the greatest impact on heart disease is very important in healthcare. In turn, developments in computing allow the application of machine learning methods to detect \"patterns\" in the data that can predict a patient's condition.",
-        "AlcoholDrinking": "According to the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm), excessive alcohol consumption can lead to high blood pressure, heart failure, and even stroke. It is important to monitor and manage alcohol intake to reduce the risk of heart disease.",
-        "Stroke": "A stroke is a medical emergency that occurs when the blood supply to part of the brain is interrupted or reduced, preventing brain tissue from getting oxygen and nutrients. This can lead to serious health complications, including heart disease.",
-        "DiffWalking": "Difficulty walking can be a sign of underlying health issues, including heart disease. It is important to address mobility issues to improve overall health and reduce the risk of heart-related complications.",
-        "Sex": "Sex is a biological factor that can influence the risk of heart disease. Men and women may experience different symptoms and risk factors for heart disease.",
-        "AgeCategory": "Age is a significant risk factor for heart disease. As people age, their risk of developing heart disease increases. It is important to monitor heart health as individuals get older.",
-        "Race": "According to the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm), heart disease is a leading cause of death for people of most races in the U.S. (African Americans, American Indians and Alaska Natives, and whites). About half of all Americans (47%) have at least 1 of 3 major risk factors for heart disease: high blood pressure, high cholesterol, and smoking. Other key indicators include diabetes status, obesity (high BMI), not getting enough physical activity, or drinking too much alcohol. Identifying and preventing the factors that have the greatest impact on heart disease is very important in healthcare. In turn, developments in computing allow the application of machine learning methods to detect \"patterns\" in the data that can predict a patient's condition.",
-        "Diabetic": "Diabetes is a major risk factor for heart disease. High blood sugar levels can damage blood vessels and nerves that control the heart, leading to an increased risk of heart disease.",
-        "PhysicalActivity": "Regular physical activity is important for maintaining heart health. It can help reduce the risk of heart disease by improving blood pressure, cholesterol levels, and overall cardiovascular fitness.",
-        "GenHealth": "General health status can influence the risk of heart disease. It is important to maintain overall health and address any underlying health issues to reduce the risk of heart-related complications.",
-        "Asthma": "Asthma is a chronic respiratory condition that can affect heart health. It is important to manage asthma symptoms to reduce the risk of heart disease.",
-        "KidneyDisease": "Kidney disease can increase the risk of heart disease. It is important to monitor and manage kidney health to reduce the risk of heart-related complications.",
-        "SkinCancer": "Skin cancer is a type of cancer that can affect overall health. It is important to address and treat skin cancer to maintain overall health and reduce the risk of heart disease.",
-        "State": "The dataset originally comes from the CDC and is a major part of the Behavioral Risk Factor Surveillance System (BRFSS), which conducts annual telephone surveys to collect data on the health status of U.S. residents. As described by the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm): \"Established in 1984 with 15 states, BRFSS now collects data in all 50 states, the District of Columbia, and three U.S. territories. BRFSS completes more than 400,000 adult interviews each year, making it the largest continuously conducted health survey system in the world. The most recent dataset includes data from 2023. In this dataset, I noticed many factors (questions) that directly or indirectly influence heart disease, so I decided to select the most relevant variables from it. I also decided to share with you two versions of the most recent dataset: with NaNs and without it.",
-        "GeneralHealth": "General health status can influence the risk of heart disease. It is important to maintain overall health and address any underlying health issues to reduce the risk of heart-related complications.",
-        "LastCheckupTime": "The time since the last medical checkup can be an important factor in heart health. Regular checkups can help identify and address risk factors for heart disease early.",
-        "PhysicalActivities": "Engaging in regular physical activities is important for maintaining heart health. It can help reduce the risk of heart disease by improving blood pressure, cholesterol levels, and overall cardiovascular fitness.",
-        "RemovedTeeth": "The number of removed teeth can be an indicator of overall health, including heart health. Poor oral health has been linked to an increased risk of heart disease.",
-        "HadHeartAttack": "As described above, the original dataset of nearly 300 variables was reduced to 40 variables. In addition to classical EDA, this dataset can be used to apply a number of machine learning methods, especially classifier models (logistic regression, SVM, random forest, etc.). You should treat the variable \"HadHeartAttack\" as binary (\"Yes\" - respondent had heart disease; \"No\" - respondent did not have heart disease). Note, however, that the classes are unbalanced, so the classic approach of applying a model is not advisable. Fixing the weights/undersampling should yield much better results. Based on the data set, I built a logistic regression model and embedded it in an application that might inspire you: https://share.streamlit.io/kamilpytlak/heart-condition-checker/main/app.py. Can you indicate which variables have a significant effect on the likelihood of heart disease?",
-        "HadAngina": "Angina is a type of chest pain caused by reduced blood flow to the heart. It is a symptom of coronary artery disease and can indicate an increased risk of heart disease.",
-        "HadStroke": "A stroke is a medical emergency that occurs when the blood supply to part of the brain is interrupted or reduced, preventing brain tissue from getting oxygen and nutrients. This can lead to serious health complications, including heart disease.",
-        "HadAsthma": "Asthma is a chronic respiratory condition that can affect heart health. It is important to manage asthma symptoms to reduce the risk of heart disease.",
-        "HadSkinCancer": "Skin cancer is a type of cancer that can affect overall health. It is important to address and treat skin cancer to maintain overall health and reduce the risk of heart disease.",
-        "HadCOPD": "Chronic obstructive pulmonary disease (COPD) is a chronic inflammatory lung disease that causes obstructed airflow from the lungs. It can increase the risk of heart disease.",
-        "HadDepressiveDisorder": "Depressive disorders can affect overall health and increase the risk of heart disease. It is important to address and manage mental health to reduce the risk of heart-related complications.",
-        "HadKidneyDisease": "Kidney disease can increase the risk of heart disease. It is important to monitor and manage kidney health to reduce the risk of heart-related complications.",
-        "HadArthritis": "Arthritis is a condition that causes inflammation of the joints. It can affect overall health and increase the risk of heart disease.",
-        "HadDiabetes": "Diabetes is a major risk factor for heart disease. High blood sugar levels can damage blood vessels and nerves that control the heart, leading to an increased risk of heart disease.",
-        "DeafOrHardOfHearing": "Hearing loss can affect overall health and quality of life. It is important to address and manage hearing issues to maintain overall health and reduce the risk of heart disease.",
-        "BlindOrVisionDifficulty": "Vision difficulties can affect overall health and quality of life. It is important to address and manage vision issues to maintain overall health and reduce the risk of heart disease.",
-        "DifficultyConcentrating": "Difficulty concentrating can be a sign of underlying health issues, including heart disease. It is important to address cognitive issues to improve overall health and reduce the risk of heart-related complications.",
-        "DifficultyWalking": "Difficulty walking can be a sign of underlying health issues, including heart disease. It is important to address mobility issues to improve overall health and reduce the risk of heart-related complications.",
-        "DifficultyDressingBathing": "Difficulty with daily activities such as dressing and bathing can be a sign of underlying health issues, including heart disease. It is important to address these issues to improve overall health and reduce the risk of heart-related complications.",
-        "DifficultyErrands": "Difficulty running errands can be a sign of underlying health issues, including heart disease. It is important to address these issues to improve overall health and reduce the risk of heart-related complications.",
-        "SmokerStatus": "Smoking is a major risk factor for heart disease. It is important to address and manage smoking habits to reduce the risk of heart-related complications.",
-        "ECigaretteUsage": "E-cigarette usage can affect heart health. It is important to monitor and manage e-cigarette usage to reduce the risk of heart disease.",
-        "ChestScan": "Chest scans can help identify underlying health issues, including heart disease. It is important to monitor and address any abnormalities found in chest scans to maintain overall health.",
-        "RaceEthnicityCategory": "Race and ethnicity can influence the risk of heart disease. It is important to consider these factors when assessing and managing heart health.",
-        "AlcoholDrinkers": "According to the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm), excessive alcohol consumption can lead to high blood pressure, heart failure, and even stroke. It is important to monitor and manage alcohol intake to reduce the risk of heart disease.",
-        "HIVTesting": "HIV testing is important for overall health. It is important to address and manage HIV status to reduce the risk of heart-related complications.",
-        "FluVaxLast12": "Receiving a flu vaccine in the last 12 months can help reduce the risk of respiratory infections, which can affect heart health. It is important to stay up-to-date with vaccinations to maintain overall health.",
-        "PneumoVaxEver": "Receiving a pneumococcal vaccine can help reduce the risk of respiratory infections, which can affect heart health. It is important to stay up-to-date with vaccinations to maintain overall health.",
-        "TetanusLast10Tdap": "Receiving a tetanus vaccine in the last 10 years can help reduce the risk of infections, which can affect heart health. It is important to stay up-to-date with vaccinations to maintain overall health.",
-        "HighRiskLastYear": "Being at high risk for health issues in the last year can affect overall health and increase the risk of heart disease. It is important to address and manage high-risk factors to reduce the risk of heart-related complications.",
-        "CovidPos": "Testing positive for COVID-19 can affect overall health and increase the risk of heart disease. It is important to monitor and manage COVID-19 symptoms to reduce the risk of heart-related complications."
-    },
-    "num_feature_intro": {
-        "BMI": "According to the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm), heart disease is a leading cause of death for people of most races in the U.S. (African Americans, American Indians and Alaska Natives, and whites). About half of all Americans (47%) have at least 1 of 3 major risk factors for heart disease: high blood pressure, high cholesterol, and smoking. Other key indicators include diabetes status, obesity (high BMI), not getting enough physical activity, or drinking too much alcohol. Identifying and preventing the factors that have the greatest impact on heart disease is very important in healthcare. In turn, developments in computing allow the application of machine learning methods to detect \"patterns\" in the data that can predict a patient's condition.",
-        "PhysicalHealth": "Physical health is an important factor in overall well-being and can influence the risk of heart disease. It is important to maintain good physical health to reduce the risk of heart-related complications.",
-        "MentalHealth": "Mental health is an important factor in overall well-being and can influence the risk of heart disease. It is important to address and manage mental health to reduce the risk of heart-related complications.",
-        "SleepTime": "Sleep time is an important factor in overall health. Poor sleep can affect heart health and increase the risk of heart disease. It is important to maintain good sleep habits to reduce the risk of heart-related complications.",
-        "PhysicalHealthDays": "The number of days with good physical health can be an indicator of overall well-being. It is important to maintain good physical health to reduce the risk of heart-related complications.",
-        "MentalHealthDays": "The number of days with good mental health can be an indicator of overall well-being. It is important to address and manage mental health to reduce the risk of heart-related complications.",
-        "SleepHours": "The number of hours of sleep can affect overall health. Poor sleep can affect heart health and increase the risk of heart disease. It is important to maintain good sleep habits to reduce the risk of heart-related complications.",
-        "HeightInMeters": "Height can be an indicator of overall health. It is important to monitor and maintain a healthy height-to-weight ratio to reduce the risk of heart disease.",
-        "WeightInKilograms": "Weight can be an indicator of overall health. It is important to maintain a healthy weight to reduce the risk of heart disease."
-    },
-    "evaluation_metric": "The evaluation metric for this dataset can include accuracy, precision, recall, F1-score, and AUC-ROC. These metrics can help assess the performance of machine learning models in predicting heart disease.",
-    "task_type": "classification",
-    "target": "GeneralHealth",
-    "num_feature_value": {
-        "BMI": [
-            12.02,
-            99.64
-        ],
-        "HeightInMeters": [
-            0.91,
-            2.41
-        ],
-        "MentalHealth": [
-            0.0,
-            30.0
-        ],
-        "MentalHealthDays": [
-            0.0,
-            30.0
-        ],
-        "PhysicalHealth": [
-            0.0,
-            30.0
-        ],
-        "PhysicalHealthDays": [
-            0.0,
-            30.0
-        ],
-        "SleepHours": [
-            1.0,
-            24.0
-        ],
-        "SleepTime": [
-            1.0,
-            24.0
-        ],
-        "WeightInKilograms": [
-            22.68,
-            292.57
-        ]
-    },
-    "cat_feature_value": {
-        "AgeCategory": [
-            "18-24",
-            "25-29",
-            "30-34",
-            "35-39",
-            "40-44",
-            "45-49",
-            "50-54",
-            "55-59",
-            "60-64",
-            "65-69",
-            "70-74",
-            "75-79",
-            "80 or older",
-            "Age 18 to 24",
-            "Age 25 to 29",
-            "Age 30 to 34",
-            "Age 35 to 39",
-            "Age 40 to 44",
-            "Age 45 to 49",
-            "Age 50 to 54",
-            "Age 55 to 59",
-            "Age 60 to 64",
-            "Age 65 to 69",
-            "Age 70 to 74",
-            "Age 75 to 79",
-            "Age 80 or older"
-        ],
-        "AlcoholDrinkers": [
-            "No",
-            "Yes"
-        ],
-        "AlcoholDrinking": [
-            "No",
-            "Yes"
-        ],
-        "Asthma": [
-            "No",
-            "Yes"
-        ],
-        "BlindOrVisionDifficulty": [
-            "No",
-            "Yes"
-        ],
-        "ChestScan": [
-            "No",
-            "Yes"
-        ],
-        "CovidPos": [
-            "No",
-            "Tested positive using home test without a health professional",
-            "Yes"
-        ],
-        "DeafOrHardOfHearing": [
-            "No",
-            "Yes"
-        ],
-        "Diabetic": [
-            "No",
-            "No, borderline diabetes",
-            "Yes",
-            "Yes (during pregnancy)"
-        ],
-        "DiffWalking": [
-            "No",
-            "Yes"
-        ],
-        "DifficultyConcentrating": [
-            "No",
-            "Yes"
-        ],
-        "DifficultyDressingBathing": [
-            "No",
-            "Yes"
-        ],
-        "DifficultyErrands": [
-            "No",
-            "Yes"
-        ],
-        "DifficultyWalking": [
-            "No",
-            "Yes"
-        ],
-        "ECigaretteUsage": [
-            "Never used e-cigarettes in my entire life",
-            "Not at all (right now)",
-            "Use them every day",
-            "Use them some days"
-        ],
-        "FluVaxLast12": [
-            "No",
-            "Yes"
-        ],
-        "GenHealth": [
-            "Excellent",
-            "Fair",
-            "Good",
-            "Poor",
-            "Very good"
-        ],
-        "GeneralHealth": [
-            "Excellent",
-            "Fair",
-            "Good",
-            "Poor",
-            "Very good"
-        ],
-        "HIVTesting": [
-            "No",
-            "Yes"
-        ],
-        "HadAngina": [
-            "No",
-            "Yes"
-        ],
-        "HadArthritis": [
-            "No",
-            "Yes"
-        ],
-        "HadAsthma": [
-            "No",
-            "Yes"
-        ],
-        "HadCOPD": [
-            "No",
-            "Yes"
-        ],
-        "HadDepressiveDisorder": [
-            "No",
-            "Yes"
-        ],
-        "HadDiabetes": [
-            "No",
-            "No, pre-diabetes or borderline diabetes",
-            "Yes",
-            "Yes, but only during pregnancy (female)"
-        ],
-        "HadHeartAttack": [
-            "No",
-            "Yes"
-        ],
-        "HadKidneyDisease": [
-            "No",
-            "Yes"
-        ],
-        "HadSkinCancer": [
-            "No",
-            "Yes"
-        ],
-        "HadStroke": [
-            "No",
-            "Yes"
-        ],
-        "HeartDisease": [
-            "No",
-            "Yes"
-        ],
-        "HighRiskLastYear": [
-            "No",
-            "Yes"
-        ],
-        "KidneyDisease": [
-            "No",
-            "Yes"
-        ],
-        "LastCheckupTime": [
-            "5 or more years ago",
-            "Within past 2 years (1 year but less than 2 years ago)",
-            "Within past 5 years (2 years but less than 5 years ago)",
-            "Within past year (anytime less than 12 months ago)"
-        ],
-        "PhysicalActivities": [
-            "No",
-            "Yes"
-        ],
-        "PhysicalActivity": [
-            "No",
-            "Yes"
-        ],
-        "PneumoVaxEver": [
-            "No",
-            "Yes"
-        ],
-        "Race": [
-            "American Indian/Alaskan Native",
-            "Asian",
-            "Black",
-            "Hispanic",
-            "Other",
-            "White"
-        ],
-        "RaceEthnicityCategory": [
-            "Black only, Non-Hispanic",
-            "Hispanic",
-            "Multiracial, Non-Hispanic",
-            "Other race only, Non-Hispanic",
-            "White only, Non-Hispanic"
-        ],
-        "RemovedTeeth": [
-            "1 to 5",
-            "6 or more, but not all",
-            "All",
-            "None of them"
-        ],
-        "Sex": [
-            "Female",
-            "Male"
-        ],
-        "SkinCancer": [
-            "No",
-            "Yes"
-        ],
-        "SmokerStatus": [
-            "Current smoker - now smokes every day",
-            "Current smoker - now smokes some days",
-            "Former smoker",
-            "Never smoked"
-        ],
-        "Smoking": [
-            "No",
-            "Yes"
-        ],
-        "State": [
-            "Alabama",
-            "Alaska",
-            "Arizona",
-            "Arkansas",
-            "California",
-            "Colorado",
-            "Connecticut",
-            "Delaware",
-            "District of Columbia",
-            "Florida",
-            "Georgia",
-            "Guam",
-            "Hawaii",
-            "Idaho",
-            "Illinois",
-            "Indiana",
-            "Iowa",
-            "Kansas",
-            "Kentucky",
-            "Louisiana",
-            "Maine",
-            "Maryland",
-            "Massachusetts",
-            "Michigan",
-            "Minnesota",
-            "Mississippi",
-            "Missouri",
-            "Montana",
-            "Nebraska",
-            "Nevada",
-            "New Hampshire",
-            "New Jersey",
-            "New Mexico",
-            "New York",
-            "North Carolina",
-            "North Dakota",
-            "Ohio",
-            "Oklahoma",
-            "Oregon",
-            "Pennsylvania",
-            "Puerto Rico",
-            "Rhode Island",
-            "South Carolina",
-            "South Dakota",
-            "Tennessee",
-            "Texas",
-            "Utah",
-            "Vermont",
-            "Virgin Islands",
-            "Virginia",
-            "Washington",
-            "West Virginia",
-            "Wisconsin",
-            "Wyoming"
-        ],
-        "Stroke": [
-            "No",
-            "Yes"
-        ],
-        "TetanusLast10Tdap": [
-            "No, did not receive any tetanus shot in the past 10 years",
-            "Yes, received Tdap",
-            "Yes, received tetanus shot but not sure what type",
-            "Yes, received tetanus shot, but not Tdap"
-        ]
-    }
-}
\ No newline at end of file
+{
+  "name": "Indicators of Heart Disease (2022 UPDATE)",
+  "source": "https://www.kaggle.com/datasets/kamilpytlak/personal-key-indicators-of-heart-disease/data",
+  "data_intro": "The dataset originally comes from the CDC and is a major part of the Behavioral Risk Factor Surveillance System (BRFSS), which conducts annual telephone surveys to collect data on the health status of U.S. residents. As described by the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm): \"Established in 1984 with 15 states, BRFSS now collects data in all 50 states, the District of Columbia, and three U.S. territories. BRFSS completes more than 400,000 adult interviews each year, making it the largest continuously conducted health survey system in the world. The most recent dataset includes data from 2023. In this dataset, I noticed many factors (questions) that directly or indirectly influence heart disease, so I decided to select the most relevant variables from it. I also decided to share with you two versions of the most recent dataset: with NaNs and without it.",
+  "is_splited": false,
+  "overall_size": 1010949,
+  "train_size": 0,
+  "test_size": 0,
+  "c_classes": 45,
+  "n_classes": 9,
+  "cat_feature_intro": {
+    "HeartDisease": "The dataset originally comes from the CDC and is a major part of the Behavioral Risk Factor Surveillance System (BRFSS), which conducts annual telephone surveys to collect data on the health status of U.S. residents. As described by the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm): \"Established in 1984 with 15 states, BRFSS now collects data in all 50 states, the District of Columbia, and three U.S. territories. BRFSS completes more than 400,000 adult interviews each year, making it the largest continuously conducted health survey system in the world. The most recent dataset includes data from 2023. In this dataset, I noticed many factors (questions) that directly or indirectly influence heart disease, so I decided to select the most relevant variables from it. I also decided to share with you two versions of the most recent dataset: with NaNs and without it.",
+    "Smoking": "According to the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm), heart disease is a leading cause of death for people of most races in the U.S. (African Americans, American Indians and Alaska Natives, and whites). About half of all Americans (47%) have at least 1 of 3 major risk factors for heart disease: high blood pressure, high cholesterol, and smoking. Other key indicators include diabetes status, obesity (high BMI), not getting enough physical activity, or drinking too much alcohol. Identifying and preventing the factors that have the greatest impact on heart disease is very important in healthcare. In turn, developments in computing allow the application of machine learning methods to detect \"patterns\" in the data that can predict a patient's condition.",
+    "AlcoholDrinking": "According to the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm), excessive alcohol consumption can lead to high blood pressure, heart failure, and even stroke. It is important to monitor and manage alcohol intake to reduce the risk of heart disease.",
+    "Stroke": "A stroke is a medical emergency that occurs when the blood supply to part of the brain is interrupted or reduced, preventing brain tissue from getting oxygen and nutrients. This can lead to serious health complications, including heart disease.",
+    "DiffWalking": "Difficulty walking can be a sign of underlying health issues, including heart disease. It is important to address mobility issues to improve overall health and reduce the risk of heart-related complications.",
+    "Sex": "Sex is a biological factor that can influence the risk of heart disease. Men and women may experience different symptoms and risk factors for heart disease.",
+    "AgeCategory": "Age is a significant risk factor for heart disease. As people age, their risk of developing heart disease increases. It is important to monitor heart health as individuals get older.",
+    "Race": "According to the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm), heart disease is a leading cause of death for people of most races in the U.S. (African Americans, American Indians and Alaska Natives, and whites). About half of all Americans (47%) have at least 1 of 3 major risk factors for heart disease: high blood pressure, high cholesterol, and smoking. Other key indicators include diabetes status, obesity (high BMI), not getting enough physical activity, or drinking too much alcohol. Identifying and preventing the factors that have the greatest impact on heart disease is very important in healthcare. In turn, developments in computing allow the application of machine learning methods to detect \"patterns\" in the data that can predict a patient's condition.",
+    "Diabetic": "Diabetes is a major risk factor for heart disease. High blood sugar levels can damage blood vessels and nerves that control the heart, leading to an increased risk of heart disease.",
+    "PhysicalActivity": "Regular physical activity is important for maintaining heart health. It can help reduce the risk of heart disease by improving blood pressure, cholesterol levels, and overall cardiovascular fitness.",
+    "Asthma": "Asthma is a chronic respiratory condition that can affect heart health. It is important to manage asthma symptoms to reduce the risk of heart disease.",
+    "KidneyDisease": "Kidney disease can increase the risk of heart disease. It is important to monitor and manage kidney health to reduce the risk of heart-related complications.",
+    "SkinCancer": "Skin cancer is a type of cancer that can affect overall health. It is important to address and treat skin cancer to maintain overall health and reduce the risk of heart disease.",
+    "State": "The dataset originally comes from the CDC and is a major part of the Behavioral Risk Factor Surveillance System (BRFSS), which conducts annual telephone surveys to collect data on the health status of U.S. residents. As described by the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm): \"Established in 1984 with 15 states, BRFSS now collects data in all 50 states, the District of Columbia, and three U.S. territories. BRFSS completes more than 400,000 adult interviews each year, making it the largest continuously conducted health survey system in the world. The most recent dataset includes data from 2023. In this dataset, I noticed many factors (questions) that directly or indirectly influence heart disease, so I decided to select the most relevant variables from it. I also decided to share with you two versions of the most recent dataset: with NaNs and without it.",
+    "GeneralHealth": "Self-reported general health from BRFSS GENHLTH: Excellent, Very good, Good, Fair, or Poor.",
+    "LastCheckupTime": "The time since the last medical checkup can be an important factor in heart health. Regular checkups can help identify and address risk factors for heart disease early.",
+    "PhysicalActivities": "Engaging in regular physical activities is important for maintaining heart health. It can help reduce the risk of heart disease by improving blood pressure, cholesterol levels, and overall cardiovascular fitness.",
+    "RemovedTeeth": "The number of removed teeth can be an indicator of overall health, including heart health. Poor oral health has been linked to an increased risk of heart disease.",
+    "HadHeartAttack": "As described above, the original dataset of nearly 300 variables was reduced to 40 variables. In addition to classical EDA, this dataset can be used to apply a number of machine learning methods, especially classifier models (logistic regression, SVM, random forest, etc.). You should treat the variable \"HadHeartAttack\" as binary (\"Yes\" - respondent had heart disease; \"No\" - respondent did not have heart disease). Note, however, that the classes are unbalanced, so the classic approach of applying a model is not advisable. Fixing the weights/undersampling should yield much better results. Based on the data set, I built a logistic regression model and embedded it in an application that might inspire you: https://share.streamlit.io/kamilpytlak/heart-condition-checker/main/app.py. Can you indicate which variables have a significant effect on the likelihood of heart disease?",
+    "HadAngina": "Angina is a type of chest pain caused by reduced blood flow to the heart. It is a symptom of coronary artery disease and can indicate an increased risk of heart disease.",
+    "HadStroke": "A stroke is a medical emergency that occurs when the blood supply to part of the brain is interrupted or reduced, preventing brain tissue from getting oxygen and nutrients. This can lead to serious health complications, including heart disease.",
+    "HadAsthma": "Asthma is a chronic respiratory condition that can affect heart health. It is important to manage asthma symptoms to reduce the risk of heart disease.",
+    "HadSkinCancer": "Skin cancer is a type of cancer that can affect overall health. It is important to address and treat skin cancer to maintain overall health and reduce the risk of heart disease.",
+    "HadCOPD": "Chronic obstructive pulmonary disease (COPD) is a chronic inflammatory lung disease that causes obstructed airflow from the lungs. It can increase the risk of heart disease.",
+    "HadDepressiveDisorder": "Depressive disorders can affect overall health and increase the risk of heart disease. It is important to address and manage mental health to reduce the risk of heart-related complications.",
+    "HadKidneyDisease": "Kidney disease can increase the risk of heart disease. It is important to monitor and manage kidney health to reduce the risk of heart-related complications.",
+    "HadArthritis": "Arthritis is a condition that causes inflammation of the joints. It can affect overall health and increase the risk of heart disease.",
+    "HadDiabetes": "Diabetes is a major risk factor for heart disease. High blood sugar levels can damage blood vessels and nerves that control the heart, leading to an increased risk of heart disease.",
+    "DeafOrHardOfHearing": "Hearing loss can affect overall health and quality of life. It is important to address and manage hearing issues to maintain overall health and reduce the risk of heart disease.",
+    "BlindOrVisionDifficulty": "Vision difficulties can affect overall health and quality of life. It is important to address and manage vision issues to maintain overall health and reduce the risk of heart disease.",
+    "DifficultyConcentrating": "Difficulty concentrating can be a sign of underlying health issues, including heart disease. It is important to address cognitive issues to improve overall health and reduce the risk of heart-related complications.",
+    "DifficultyWalking": "Difficulty walking can be a sign of underlying health issues, including heart disease. It is important to address mobility issues to improve overall health and reduce the risk of heart-related complications.",
+    "DifficultyDressingBathing": "Difficulty with daily activities such as dressing and bathing can be a sign of underlying health issues, including heart disease. It is important to address these issues to improve overall health and reduce the risk of heart-related complications.",
+    "DifficultyErrands": "Difficulty running errands can be a sign of underlying health issues, including heart disease. It is important to address these issues to improve overall health and reduce the risk of heart-related complications.",
+    "SmokerStatus": "Smoking is a major risk factor for heart disease. It is important to address and manage smoking habits to reduce the risk of heart-related complications.",
+    "ECigaretteUsage": "E-cigarette usage can affect heart health. It is important to monitor and manage e-cigarette usage to reduce the risk of heart disease.",
+    "ChestScan": "Chest scans can help identify underlying health issues, including heart disease. It is important to monitor and address any abnormalities found in chest scans to maintain overall health.",
+    "RaceEthnicityCategory": "Race and ethnicity can influence the risk of heart disease. It is important to consider these factors when assessing and managing heart health.",
+    "AlcoholDrinkers": "According to the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm), excessive alcohol consumption can lead to high blood pressure, heart failure, and even stroke. It is important to monitor and manage alcohol intake to reduce the risk of heart disease.",
+    "HIVTesting": "Whether the respondent has ever been tested for HIV (Yes/No), not the result of that test.",
+    "FluVaxLast12": "Receiving a flu vaccine in the last 12 months can help reduce the risk of respiratory infections, which can affect heart health. It is important to stay up-to-date with vaccinations to maintain overall health.",
+    "PneumoVaxEver": "Receiving a pneumococcal vaccine can help reduce the risk of respiratory infections, which can affect heart health. It is important to stay up-to-date with vaccinations to maintain overall health.",
+    "TetanusLast10Tdap": "Receiving a tetanus vaccine in the last 10 years can help reduce the risk of infections, which can affect heart health. It is important to stay up-to-date with vaccinations to maintain overall health.",
+    "HighRiskLastYear": "Being at high risk for health issues in the last year can affect overall health and increase the risk of heart disease. It is important to address and manage high-risk factors to reduce the risk of heart-related complications.",
+    "CovidPos": "Testing positive for COVID-19 can affect overall health and increase the risk of heart disease. It is important to monitor and manage COVID-19 symptoms to reduce the risk of heart-related complications."
+  },
+  "num_feature_intro": {
+    "BMI": "According to the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm), heart disease is a leading cause of death for people of most races in the U.S. (African Americans, American Indians and Alaska Natives, and whites). About half of all Americans (47%) have at least 1 of 3 major risk factors for heart disease: high blood pressure, high cholesterol, and smoking. Other key indicators include diabetes status, obesity (high BMI), not getting enough physical activity, or drinking too much alcohol. Identifying and preventing the factors that have the greatest impact on heart disease is very important in healthcare. In turn, developments in computing allow the application of machine learning methods to detect \"patterns\" in the data that can predict a patient's condition.",
+    "PhysicalHealth": "Physical health is an important factor in overall well-being and can influence the risk of heart disease. It is important to maintain good physical health to reduce the risk of heart-related complications.",
+    "MentalHealth": "Mental health is an important factor in overall well-being and can influence the risk of heart disease. It is important to address and manage mental health to reduce the risk of heart-related complications.",
+    "SleepTime": "Sleep time is an important factor in overall health. Poor sleep can affect heart health and increase the risk of heart disease. It is important to maintain good sleep habits to reduce the risk of heart-related complications.",
+    "PhysicalHealthDays": "The number of days with good physical health can be an indicator of overall well-being. It is important to maintain good physical health to reduce the risk of heart-related complications.",
+    "MentalHealthDays": "The number of days with good mental health can be an indicator of overall well-being. It is important to address and manage mental health to reduce the risk of heart-related complications.",
+    "SleepHours": "The number of hours of sleep can affect overall health. Poor sleep can affect heart health and increase the risk of heart disease. It is important to maintain good sleep habits to reduce the risk of heart-related complications.",
+    "HeightInMeters": "Height can be an indicator of overall health. It is important to monitor and maintain a healthy height-to-weight ratio to reduce the risk of heart disease.",
+    "WeightInKilograms": "Weight can be an indicator of overall health. It is important to maintain a healthy weight to reduce the risk of heart disease."
+  },
+  "evaluation_metric": "The evaluation metric for this dataset can include accuracy, precision, recall, F1-score, and AUC-ROC. These metrics can help assess the performance of machine learning models in predicting heart disease.",
+  "task_type": "classification",
+  "target": "GeneralHealth",
+  "num_feature_value": {
+    "BMI": [
+      12.02,
+      99.64
+    ],
+    "HeightInMeters": [
+      0.91,
+      2.41
+    ],
+    "MentalHealth": [
+      0.0,
+      30.0
+    ],
+    "MentalHealthDays": [
+      0.0,
+      30.0
+    ],
+    "PhysicalHealth": [
+      0.0,
+      30.0
+    ],
+    "PhysicalHealthDays": [
+      0.0,
+      30.0
+    ],
+    "SleepHours": [
+      1.0,
+      24.0
+    ],
+    "SleepTime": [
+      1.0,
+      24.0
+    ],
+    "WeightInKilograms": [
+      22.68,
+      292.57
+    ]
+  },
+  "cat_feature_value": {
+    "AgeCategory": [
+      "18-24",
+      "25-29",
+      "30-34",
+      "35-39",
+      "40-44",
+      "45-49",
+      "50-54",
+      "55-59",
+      "60-64",
+      "65-69",
+      "70-74",
+      "75-79",
+      "80 or older",
+      "Age 18 to 24",
+      "Age 25 to 29",
+      "Age 30 to 34",
+      "Age 35 to 39",
+      "Age 40 to 44",
+      "Age 45 to 49",
+      "Age 50 to 54",
+      "Age 55 to 59",
+      "Age 60 to 64",
+      "Age 65 to 69",
+      "Age 70 to 74",
+      "Age 75 to 79",
+      "Age 80 or older"
+    ],
+    "AlcoholDrinkers": [
+      "No",
+      "Yes"
+    ],
+    "AlcoholDrinking": [
+      "No",
+      "Yes"
+    ],
+    "Asthma": [
+      "No",
+      "Yes"
+    ],
+    "BlindOrVisionDifficulty": [
+      "No",
+      "Yes"
+    ],
+    "ChestScan": [
+      "No",
+      "Yes"
+    ],
+    "CovidPos": [
+      "No",
+      "Tested positive using home test without a health professional",
+      "Yes"
+    ],
+    "DeafOrHardOfHearing": [
+      "No",
+      "Yes"
+    ],
+    "Diabetic": [
+      "No",
+      "No, borderline diabetes",
+      "Yes",
+      "Yes (during pregnancy)"
+    ],
+    "DiffWalking": [
+      "No",
+      "Yes"
+    ],
+    "DifficultyConcentrating": [
+      "No",
+      "Yes"
+    ],
+    "DifficultyDressingBathing": [
+      "No",
+      "Yes"
+    ],
+    "DifficultyErrands": [
+      "No",
+      "Yes"
+    ],
+    "DifficultyWalking": [
+      "No",
+      "Yes"
+    ],
+    "ECigaretteUsage": [
+      "Never used e-cigarettes in my entire life",
+      "Not at all (right now)",
+      "Use them every day",
+      "Use them some days"
+    ],
+    "FluVaxLast12": [
+      "No",
+      "Yes"
+    ],
+    "GeneralHealth": [
+      "Excellent",
+      "Very good",
+      "Good",
+      "Fair",
+      "Poor"
+    ],
+    "HIVTesting": [
+      "No",
+      "Yes"
+    ],
+    "HadAngina": [
+      "No",
+      "Yes"
+    ],
+    "HadArthritis": [
+      "No",
+      "Yes"
+    ],
+    "HadAsthma": [
+      "No",
+      "Yes"
+    ],
+    "HadCOPD": [
+      "No",
+      "Yes"
+    ],
+    "HadDepressiveDisorder": [
+      "No",
+      "Yes"
+    ],
+    "HadDiabetes": [
+      "No",
+      "No, pre-diabetes or borderline diabetes",
+      "Yes",
+      "Yes, but only during pregnancy (female)"
+    ],
+    "HadHeartAttack": [
+      "No",
+      "Yes"
+    ],
+    "HadKidneyDisease": [
+      "No",
+      "Yes"
+    ],
+    "HadSkinCancer": [
+      "No",
+      "Yes"
+    ],
+    "HadStroke": [
+      "No",
+      "Yes"
+    ],
+    "HeartDisease": [
+      "No",
+      "Yes"
+    ],
+    "HighRiskLastYear": [
+      "No",
+      "Yes"
+    ],
+    "KidneyDisease": [
+      "No",
+      "Yes"
+    ],
+    "LastCheckupTime": [
+      "5 or more years ago",
+      "Within past 2 years (1 year but less than 2 years ago)",
+      "Within past 5 years (2 years but less than 5 years ago)",
+      "Within past year (anytime less than 12 months ago)"
+    ],
+    "PhysicalActivities": [
+      "No",
+      "Yes"
+    ],
+    "PhysicalActivity": [
+      "No",
+      "Yes"
+    ],
+    "PneumoVaxEver": [
+      "No",
+      "Yes"
+    ],
+    "Race": [
+      "American Indian/Alaskan Native",
+      "Asian",
+      "Black",
+      "Hispanic",
+      "Other",
+      "White"
+    ],
+    "RaceEthnicityCategory": [
+      "Black only, Non-Hispanic",
+      "Hispanic",
+      "Multiracial, Non-Hispanic",
+      "Other race only, Non-Hispanic",
+      "White only, Non-Hispanic"
+    ],
+    "RemovedTeeth": [
+      "1 to 5",
+      "6 or more, but not all",
+      "All",
+      "None of them"
+    ],
+    "Sex": [
+      "Female",
+      "Male"
+    ],
+    "SkinCancer": [
+      "No",
+      "Yes"
+    ],
+    "SmokerStatus": [
+      "Current smoker - now smokes every day",
+      "Current smoker - now smokes some days",
+      "Former smoker",
+      "Never smoked"
+    ],
+    "Smoking": [
+      "No",
+      "Yes"
+    ],
+    "State": [
+      "Alabama",
+      "Alaska",
+      "Arizona",
+      "Arkansas",
+      "California",
+      "Colorado",
+      "Connecticut",
+      "Delaware",
+      "District of Columbia",
+      "Florida",
+      "Georgia",
+      "Guam",
+      "Hawaii",
+      "Idaho",
+      "Illinois",
+      "Indiana",
+      "Iowa",
+      "Kansas",
+      "Kentucky",
+      "Louisiana",
+      "Maine",
+      "Maryland",
+      "Massachusetts",
+      "Michigan",
+      "Minnesota",
+      "Mississippi",
+      "Missouri",
+      "Montana",
+      "Nebraska",
+      "Nevada",
+      "New Hampshire",
+      "New Jersey",
+      "New Mexico",
+      "New York",
+      "North Carolina",
+      "North Dakota",
+      "Ohio",
+      "Oklahoma",
+      "Oregon",
+      "Pennsylvania",
+      "Puerto Rico",
+      "Rhode Island",
+      "South Carolina",
+      "South Dakota",
+      "Tennessee",
+      "Texas",
+      "Utah",
+      "Vermont",
+      "Virgin Islands",
+      "Virginia",
+      "Washington",
+      "West Virginia",
+      "Wisconsin",
+      "Wyoming"
+    ],
+    "Stroke": [
+      "No",
+      "Yes"
+    ],
+    "TetanusLast10Tdap": [
+      "No, did not receive any tetanus shot in the past 10 years",
+      "Yes, received Tdap",
+      "Yes, received tetanus shot but not sure what type",
+      "Yes, received tetanus shot, but not Tdap"
+    ]
+  }
+}
diff --git a/single_point_prediction/medical/Indicators_of_Heart_Disease_(2022_UPDATE)_B1/info_mod.json b/single_point_prediction/medical/Indicators_of_Heart_Disease_(2022_UPDATE)_B1/info_mod.json
index c7adb32610f74efce39cc085901899bf4a6b65d4..f86d956d94fdc445b5cf06eb84def439cab91661 100644
--- a/single_point_prediction/medical/Indicators_of_Heart_Disease_(2022_UPDATE)_B1/info_mod.json
+++ b/single_point_prediction/medical/Indicators_of_Heart_Disease_(2022_UPDATE)_B1/info_mod.json
@@ -36,12 +36,13 @@
     "RaceEthnicityCategory": "Race and ethnicity can influence the risk of heart disease. It is important to consider these factors when assessing and managing heart health.",
     "AgeCategory": "Age is a significant risk factor for heart disease. As people age, their risk of developing heart disease increases. It is important to monitor heart health as individuals get older.",
     "AlcoholDrinkers": "According to the [CDC](https://www.cdc.gov/heartdisease/risk_factors.htm), excessive alcohol consumption can lead to high blood pressure, heart failure, and even stroke. It is important to monitor and manage alcohol intake to reduce the risk of heart disease.",
-    "HIVTesting": "HIV testing is important for overall health. It is important to address and manage HIV status to reduce the risk of heart-related complications.",
+    "HIVTesting": "Whether the respondent has ever been tested for HIV (Yes/No), not the result of that test.",
     "FluVaxLast12": "Receiving a flu vaccine in the last 12 months can help reduce the risk of respiratory infections, which can affect heart health. It is important to stay up-to-date with vaccinations to maintain overall health.",
     "PneumoVaxEver": "Receiving a pneumococcal vaccine can help reduce the risk of respiratory infections, which can affect heart health. It is important to stay up-to-date with vaccinations to maintain overall health.",
     "TetanusLast10Tdap": "Receiving a tetanus vaccine in the last 10 years can help reduce the risk of infections, which can affect heart health. It is important to stay up-to-date with vaccinations to maintain overall health.",
     "HighRiskLastYear": "Being at high risk for health issues in the last year can affect overall health and increase the risk of heart disease. It is important to address and manage high-risk factors to reduce the risk of heart-related complications.",
-    "CovidPos": "Testing positive for COVID-19 can affect overall health and increase the risk of heart disease. It is important to monitor and manage COVID-19 symptoms to reduce the risk of heart-related complications."
+    "CovidPos": "Testing positive for COVID-19 can affect overall health and increase the risk of heart disease. It is important to monitor and manage COVID-19 symptoms to reduce the risk of heart-related complications.",
+    "GeneralHealth": "Self-reported general health from BRFSS GENHLTH: Excellent, Very good, Good, Fair, or Poor."
   },
   "num_feature_intro": {
     "PhysicalHealthDays": "The number of days with good physical health can be an indicator of overall well-being. It is important to maintain good physical health to reduce the risk of heart-related complications.",
@@ -304,6 +305,13 @@
       "No",
       "Tested positive using home test without a health professional",
       "Yes"
+    ],
+    "GeneralHealth": [
+      "Excellent",
+      "Very good",
+      "Good",
+      "Fair",
+      "Poor"
     ]
   },
   "columns": [
@@ -433,4 +441,4 @@
   "open_text_feature_intro": {},
   "open_text_features": [],
   "missing_from_original_info": []
-}
\ No newline at end of file
+}
diff --git a/single_point_prediction/medical/Life_Expectancy_(WHO)_B1/Life_Expectancy_(WHO)_B1_004.json b/single_point_prediction/medical/Life_Expectancy_(WHO)_B1/Life_Expectancy_(WHO)_B1_004.json
index ccc8de2b6ea8c894fbbe8538c40912572e16e21b..e163a482f93050dcab4508601ab55de540ecb9c0 100644
--- a/single_point_prediction/medical/Life_Expectancy_(WHO)_B1/Life_Expectancy_(WHO)_B1_004.json
+++ b/single_point_prediction/medical/Life_Expectancy_(WHO)_B1/Life_Expectancy_(WHO)_B1_004.json
@@ -5,7 +5,7 @@
   "perspective": "user",
   "dataset_name": "Life Expectancy (WHO)",
   "table_path": "kaggle/Life Expectancy (WHO)",
-  "query": "Looking at this health report for Belize from 2012, a developing nation, the average life expectancy was recorded at 69.4 years. The adult mortality rate was quite high at 189 per 1000 population, though thankfully, infant deaths and under-five deaths were both at zero for that year. Alcohol consumption was measured at 6.66 liters per capita, while health expenditure was a significant 582.8 per capita. Immunization rates for Hepatitis B, Polio, and Diphtheria were all strong at 98%. The country's total health expenditure was 5.45% of its GDP, which was $4673.64 per person for a population of 33,671. The average BMI was a healthy 48.5, there were zero reported measles cases, and the HIV/AIDS prevalence was low at 0.1%. Issues with thinness in children and teens were present, with rates of 3.4 and 3.5 respectively, but the income composition of resources was a promising 0.702. With all these factors in play, what would you expect the average number of years a person spends in school to be?",
+  "query": "Looking at this health report for Belize from 2012, a developing nation, the average life expectancy was recorded at 69.4 years. The adult mortality rate was quite high at 189 per 1000 population, though thankfully, infant deaths and under-five deaths were both at zero for that year. Alcohol consumption was measured at 6.66 liters per capita, while the recorded health-expenditure measure was 582.8. Immunization rates for Hepatitis B, Polio, and Diphtheria were all strong at 98%. The country's total health expenditure was 5.45% of its GDP, which was $4673.64 per person for a population of 33,671. The recorded BMI value was 48.5, there were zero reported measles cases, and the HIV/AIDS prevalence was low at 0.1%. Issues with thinness in children and teens were present, with rates of 3.4 and 3.5 respectively, but the income composition of resources was a promising 0.702. With all these factors in play, what would you expect the average number of years a person spends in school to be?",
   "meta_info": {
     "domain": "medical"
   },
@@ -49,4 +49,4 @@
   },
   "response": "",
   "evaluation_score": {}
-}
\ No newline at end of file
+}
diff --git a/single_point_prediction/medical/Sleep_Health_and_Lifestyle_Dataset_B1/history.csv b/single_point_prediction/medical/Sleep_Health_and_Lifestyle_Dataset_B1/history.csv
index d0c59d804ef9cb0c9db59f0bc9226716daeafab1..757cb8ff3244fea26663d9a832e303868afab791 100644
--- a/single_point_prediction/medical/Sleep_Health_and_Lifestyle_Dataset_B1/history.csv
+++ b/single_point_prediction/medical/Sleep_Health_and_Lifestyle_Dataset_B1/history.csv
@@ -1,173 +1,173 @@
 Person ID,Gender,Age,Occupation,Sleep Duration,Quality of Sleep,Physical Activity Level,Stress Level,BMI Category,Blood Pressure,Heart Rate,Daily Steps,Sleep Disorder
-9,Male,29,Doctor,7.8,7,75,6,Normal,120/80,70,8000,
-10,Male,29,Doctor,7.8,7,75,6,Normal,120/80,70,8000,
-11,Male,29,Doctor,6.1,6,30,8,Normal,120/80,70,8000,
-12,Male,29,Doctor,7.8,7,75,6,Normal,120/80,70,8000,
-13,Male,29,Doctor,6.1,6,30,8,Normal,120/80,70,8000,
-14,Male,29,Doctor,6.0,6,30,8,Normal,120/80,70,8000,
-15,Male,29,Doctor,6.0,6,30,8,Normal,120/80,70,8000,
-16,Male,29,Doctor,6.0,6,30,8,Normal,120/80,70,8000,
+9,Male,29,Doctor,7.8,7,75,6,Normal,120/80,70,8000,No Disorder
+10,Male,29,Doctor,7.8,7,75,6,Normal,120/80,70,8000,No Disorder
+11,Male,29,Doctor,6.1,6,30,8,Normal,120/80,70,8000,No Disorder
+12,Male,29,Doctor,7.8,7,75,6,Normal,120/80,70,8000,No Disorder
+13,Male,29,Doctor,6.1,6,30,8,Normal,120/80,70,8000,No Disorder
+14,Male,29,Doctor,6.0,6,30,8,Normal,120/80,70,8000,No Disorder
+15,Male,29,Doctor,6.0,6,30,8,Normal,120/80,70,8000,No Disorder
+16,Male,29,Doctor,6.0,6,30,8,Normal,120/80,70,8000,No Disorder
 17,Female,29,Nurse,6.5,5,40,7,Normal Weight,132/87,80,4000,Sleep Apnea
 18,Male,29,Doctor,6.0,6,30,8,Normal,120/80,70,8000,Sleep Apnea
 19,Female,29,Nurse,6.5,5,40,7,Normal Weight,132/87,80,4000,Insomnia
-20,Male,30,Doctor,7.6,7,75,6,Normal,120/80,70,8000,
-21,Male,30,Doctor,7.7,7,75,6,Normal,120/80,70,8000,
-22,Male,30,Doctor,7.7,7,75,6,Normal,120/80,70,8000,
-23,Male,30,Doctor,7.7,7,75,6,Normal,120/80,70,8000,
-24,Male,30,Doctor,7.7,7,75,6,Normal,120/80,70,8000,
-25,Male,30,Doctor,7.8,7,75,6,Normal,120/80,70,8000,
-26,Male,30,Doctor,7.9,7,75,6,Normal,120/80,70,8000,
-27,Male,30,Doctor,7.8,7,75,6,Normal,120/80,70,8000,
-28,Male,30,Doctor,7.9,7,75,6,Normal,120/80,70,8000,
-29,Male,30,Doctor,7.9,7,75,6,Normal,120/80,70,8000,
-30,Male,30,Doctor,7.9,7,75,6,Normal,120/80,70,8000,
+20,Male,30,Doctor,7.6,7,75,6,Normal,120/80,70,8000,No Disorder
+21,Male,30,Doctor,7.7,7,75,6,Normal,120/80,70,8000,No Disorder
+22,Male,30,Doctor,7.7,7,75,6,Normal,120/80,70,8000,No Disorder
+23,Male,30,Doctor,7.7,7,75,6,Normal,120/80,70,8000,No Disorder
+24,Male,30,Doctor,7.7,7,75,6,Normal,120/80,70,8000,No Disorder
+25,Male,30,Doctor,7.8,7,75,6,Normal,120/80,70,8000,No Disorder
+26,Male,30,Doctor,7.9,7,75,6,Normal,120/80,70,8000,No Disorder
+27,Male,30,Doctor,7.8,7,75,6,Normal,120/80,70,8000,No Disorder
+28,Male,30,Doctor,7.9,7,75,6,Normal,120/80,70,8000,No Disorder
+29,Male,30,Doctor,7.9,7,75,6,Normal,120/80,70,8000,No Disorder
+30,Male,30,Doctor,7.9,7,75,6,Normal,120/80,70,8000,No Disorder
 32,Female,30,Nurse,6.4,5,35,7,Normal Weight,130/86,78,4100,Insomnia
-33,Female,31,Nurse,7.9,8,75,4,Normal Weight,117/76,69,6800,
-34,Male,31,Doctor,6.1,6,30,8,Normal,125/80,72,5000,
-35,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,
-36,Male,31,Doctor,6.1,6,30,8,Normal,125/80,72,5000,
-37,Male,31,Doctor,6.1,6,30,8,Normal,125/80,72,5000,
-38,Male,31,Doctor,7.6,7,75,6,Normal,120/80,70,8000,
-39,Male,31,Doctor,7.6,7,75,6,Normal,120/80,70,8000,
-40,Male,31,Doctor,7.6,7,75,6,Normal,120/80,70,8000,
-41,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,
-42,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,
-43,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,
-44,Male,31,Doctor,7.8,7,75,6,Normal,120/80,70,8000,
-45,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,
-46,Male,31,Doctor,7.8,7,75,6,Normal,120/80,70,8000,
-47,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,
-48,Male,31,Doctor,7.8,7,75,6,Normal,120/80,70,8000,
-49,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,
+33,Female,31,Nurse,7.9,8,75,4,Normal Weight,117/76,69,6800,No Disorder
+34,Male,31,Doctor,6.1,6,30,8,Normal,125/80,72,5000,No Disorder
+35,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,No Disorder
+36,Male,31,Doctor,6.1,6,30,8,Normal,125/80,72,5000,No Disorder
+37,Male,31,Doctor,6.1,6,30,8,Normal,125/80,72,5000,No Disorder
+38,Male,31,Doctor,7.6,7,75,6,Normal,120/80,70,8000,No Disorder
+39,Male,31,Doctor,7.6,7,75,6,Normal,120/80,70,8000,No Disorder
+40,Male,31,Doctor,7.6,7,75,6,Normal,120/80,70,8000,No Disorder
+41,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,No Disorder
+42,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,No Disorder
+43,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,No Disorder
+44,Male,31,Doctor,7.8,7,75,6,Normal,120/80,70,8000,No Disorder
+45,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,No Disorder
+46,Male,31,Doctor,7.8,7,75,6,Normal,120/80,70,8000,No Disorder
+47,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,No Disorder
+48,Male,31,Doctor,7.8,7,75,6,Normal,120/80,70,8000,No Disorder
+49,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,No Disorder
 50,Male,31,Doctor,7.7,7,75,6,Normal,120/80,70,8000,Sleep Apnea
-51,Male,32,Engineer,7.5,8,45,3,Normal,120/80,70,8000,
-52,Male,32,Engineer,7.5,8,45,3,Normal,120/80,70,8000,
-53,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,
-54,Male,32,Doctor,7.6,7,75,6,Normal,120/80,70,8000,
-55,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,
-56,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,
-58,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,
-59,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,
-61,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,
-62,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,
-63,Male,32,Doctor,6.2,6,30,8,Normal,125/80,72,5000,
-64,Male,32,Doctor,6.2,6,30,8,Normal,125/80,72,5000,
-65,Male,32,Doctor,6.2,6,30,8,Normal,125/80,72,5000,
-66,Male,32,Doctor,6.2,6,30,8,Normal,125/80,72,5000,
-67,Male,32,Accountant,7.2,8,50,6,Normal Weight,118/76,68,7000,
+51,Male,32,Engineer,7.5,8,45,3,Normal,120/80,70,8000,No Disorder
+52,Male,32,Engineer,7.5,8,45,3,Normal,120/80,70,8000,No Disorder
+53,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,No Disorder
+54,Male,32,Doctor,7.6,7,75,6,Normal,120/80,70,8000,No Disorder
+55,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,No Disorder
+56,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,No Disorder
+58,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,No Disorder
+59,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,No Disorder
+61,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,No Disorder
+62,Male,32,Doctor,6.0,6,30,8,Normal,125/80,72,5000,No Disorder
+63,Male,32,Doctor,6.2,6,30,8,Normal,125/80,72,5000,No Disorder
+64,Male,32,Doctor,6.2,6,30,8,Normal,125/80,72,5000,No Disorder
+65,Male,32,Doctor,6.2,6,30,8,Normal,125/80,72,5000,No Disorder
+66,Male,32,Doctor,6.2,6,30,8,Normal,125/80,72,5000,No Disorder
+67,Male,32,Accountant,7.2,8,50,6,Normal Weight,118/76,68,7000,No Disorder
 68,Male,33,Doctor,6.0,6,30,8,Normal,125/80,72,5000,Insomnia
-69,Female,33,Scientist,6.2,6,50,6,Overweight,128/85,76,5500,
-70,Female,33,Scientist,6.2,6,50,6,Overweight,128/85,76,5500,
-71,Male,33,Doctor,6.1,6,30,8,Normal,125/80,72,5000,
-72,Male,33,Doctor,6.1,6,30,8,Normal,125/80,72,5000,
-73,Male,33,Doctor,6.1,6,30,8,Normal,125/80,72,5000,
-74,Male,33,Doctor,6.1,6,30,8,Normal,125/80,72,5000,
-75,Male,33,Doctor,6.0,6,30,8,Normal,125/80,72,5000,
-76,Male,33,Doctor,6.0,6,30,8,Normal,125/80,72,5000,
-77,Male,33,Doctor,6.0,6,30,8,Normal,125/80,72,5000,
-78,Male,33,Doctor,6.0,6,30,8,Normal,125/80,72,5000,
-79,Male,33,Doctor,6.0,6,30,8,Normal,125/80,72,5000,
-80,Male,33,Doctor,6.0,6,30,8,Normal,125/80,72,5000,
+69,Female,33,Scientist,6.2,6,50,6,Overweight,128/85,76,5500,No Disorder
+70,Female,33,Scientist,6.2,6,50,6,Overweight,128/85,76,5500,No Disorder
+71,Male,33,Doctor,6.1,6,30,8,Normal,125/80,72,5000,No Disorder
+72,Male,33,Doctor,6.1,6,30,8,Normal,125/80,72,5000,No Disorder
+73,Male,33,Doctor,6.1,6,30,8,Normal,125/80,72,5000,No Disorder
+74,Male,33,Doctor,6.1,6,30,8,Normal,125/80,72,5000,No Disorder
+75,Male,33,Doctor,6.0,6,30,8,Normal,125/80,72,5000,No Disorder
+76,Male,33,Doctor,6.0,6,30,8,Normal,125/80,72,5000,No Disorder
+77,Male,33,Doctor,6.0,6,30,8,Normal,125/80,72,5000,No Disorder
+78,Male,33,Doctor,6.0,6,30,8,Normal,125/80,72,5000,No Disorder
+79,Male,33,Doctor,6.0,6,30,8,Normal,125/80,72,5000,No Disorder
+80,Male,33,Doctor,6.0,6,30,8,Normal,125/80,72,5000,No Disorder
 81,Female,34,Scientist,5.8,4,32,8,Overweight,131/86,81,5200,Sleep Apnea
 82,Female,34,Scientist,5.8,4,32,8,Overweight,131/86,81,5200,Sleep Apnea
-83,Male,35,Teacher,6.7,7,40,5,Overweight,128/84,70,5600,
-84,Male,35,Teacher,6.7,7,40,5,Overweight,128/84,70,5600,
-85,Male,35,Software Engineer,7.5,8,60,5,Normal Weight,120/80,70,8000,
-86,Female,35,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-87,Male,35,Engineer,7.2,8,60,4,Normal,125/80,65,5000,
-88,Male,35,Engineer,7.2,8,60,4,Normal,125/80,65,5000,
-89,Male,35,Engineer,7.3,8,60,4,Normal,125/80,65,5000,
-90,Male,35,Engineer,7.3,8,60,4,Normal,125/80,65,5000,
-91,Male,35,Engineer,7.3,8,60,4,Normal,125/80,65,5000,
-92,Male,35,Engineer,7.3,8,60,4,Normal,125/80,65,5000,
-93,Male,35,Software Engineer,7.5,8,60,5,Normal Weight,120/80,70,8000,
+83,Male,35,Teacher,6.7,7,40,5,Overweight,128/84,70,5600,No Disorder
+84,Male,35,Teacher,6.7,7,40,5,Overweight,128/84,70,5600,No Disorder
+85,Male,35,Software Engineer,7.5,8,60,5,Normal Weight,120/80,70,8000,No Disorder
+86,Female,35,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+87,Male,35,Engineer,7.2,8,60,4,Normal,125/80,65,5000,No Disorder
+88,Male,35,Engineer,7.2,8,60,4,Normal,125/80,65,5000,No Disorder
+89,Male,35,Engineer,7.3,8,60,4,Normal,125/80,65,5000,No Disorder
+90,Male,35,Engineer,7.3,8,60,4,Normal,125/80,65,5000,No Disorder
+91,Male,35,Engineer,7.3,8,60,4,Normal,125/80,65,5000,No Disorder
+92,Male,35,Engineer,7.3,8,60,4,Normal,125/80,65,5000,No Disorder
+93,Male,35,Software Engineer,7.5,8,60,5,Normal Weight,120/80,70,8000,No Disorder
 94,Male,35,Lawyer,7.4,7,60,5,Obese,135/88,84,3300,Sleep Apnea
 95,Female,36,Accountant,7.2,8,60,4,Normal,115/75,68,7000,Insomnia
-96,Female,36,Accountant,7.1,8,60,4,Normal,115/75,68,7000,
-97,Female,36,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-98,Female,36,Accountant,7.1,8,60,4,Normal,115/75,68,7000,
-99,Female,36,Teacher,7.1,8,60,4,Normal,115/75,68,7000,
-100,Female,36,Teacher,7.1,8,60,4,Normal,115/75,68,7000,
-101,Female,36,Teacher,7.2,8,60,4,Normal,115/75,68,7000,
-102,Female,36,Teacher,7.2,8,60,4,Normal,115/75,68,7000,
-103,Female,36,Teacher,7.2,8,60,4,Normal,115/75,68,7000,
+96,Female,36,Accountant,7.1,8,60,4,Normal,115/75,68,7000,No Disorder
+97,Female,36,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+98,Female,36,Accountant,7.1,8,60,4,Normal,115/75,68,7000,No Disorder
+99,Female,36,Teacher,7.1,8,60,4,Normal,115/75,68,7000,No Disorder
+100,Female,36,Teacher,7.1,8,60,4,Normal,115/75,68,7000,No Disorder
+101,Female,36,Teacher,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+102,Female,36,Teacher,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+103,Female,36,Teacher,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
 104,Male,36,Teacher,6.6,5,35,7,Overweight,129/84,74,4800,Sleep Apnea
 105,Female,36,Teacher,7.2,8,60,4,Normal,115/75,68,7000,Sleep Apnea
 106,Male,36,Teacher,6.6,5,35,7,Overweight,129/84,74,4800,Insomnia
-107,Female,37,Nurse,6.1,6,42,6,Overweight,126/83,77,4200,
-108,Male,37,Engineer,7.8,8,70,4,Normal Weight,120/80,68,7000,
-109,Male,37,Engineer,7.8,8,70,4,Normal Weight,120/80,68,7000,
-111,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-113,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-115,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-116,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-117,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-118,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-119,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-120,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-121,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-122,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-123,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-124,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-125,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,
-126,Female,37,Nurse,7.5,8,60,4,Normal Weight,120/80,70,8000,
-127,Male,38,Lawyer,7.3,8,60,5,Normal,130/85,68,8000,
-128,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,
-129,Male,38,Lawyer,7.3,8,60,5,Normal,130/85,68,8000,
-130,Male,38,Lawyer,7.3,8,60,5,Normal,130/85,68,8000,
-131,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,
-132,Male,38,Lawyer,7.3,8,60,5,Normal,130/85,68,8000,
-133,Male,38,Lawyer,7.3,8,60,5,Normal,130/85,68,8000,
-134,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,
-135,Male,38,Lawyer,7.3,8,60,5,Normal,130/85,68,8000,
-136,Male,38,Lawyer,7.3,8,60,5,Normal,130/85,68,8000,
-137,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,
-138,Male,38,Lawyer,7.1,8,60,5,Normal,130/85,68,8000,
-139,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,
-140,Male,38,Lawyer,7.1,8,60,5,Normal,130/85,68,8000,
-141,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,
-142,Male,38,Lawyer,7.1,8,60,5,Normal,130/85,68,8000,
-143,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,
-144,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,
+107,Female,37,Nurse,6.1,6,42,6,Overweight,126/83,77,4200,No Disorder
+108,Male,37,Engineer,7.8,8,70,4,Normal Weight,120/80,68,7000,No Disorder
+109,Male,37,Engineer,7.8,8,70,4,Normal Weight,120/80,68,7000,No Disorder
+111,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+113,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+115,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+116,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+117,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+118,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+119,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+120,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+121,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+122,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+123,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+124,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+125,Female,37,Accountant,7.2,8,60,4,Normal,115/75,68,7000,No Disorder
+126,Female,37,Nurse,7.5,8,60,4,Normal Weight,120/80,70,8000,No Disorder
+127,Male,38,Lawyer,7.3,8,60,5,Normal,130/85,68,8000,No Disorder
+128,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,No Disorder
+129,Male,38,Lawyer,7.3,8,60,5,Normal,130/85,68,8000,No Disorder
+130,Male,38,Lawyer,7.3,8,60,5,Normal,130/85,68,8000,No Disorder
+131,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,No Disorder
+132,Male,38,Lawyer,7.3,8,60,5,Normal,130/85,68,8000,No Disorder
+133,Male,38,Lawyer,7.3,8,60,5,Normal,130/85,68,8000,No Disorder
+134,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,No Disorder
+135,Male,38,Lawyer,7.3,8,60,5,Normal,130/85,68,8000,No Disorder
+136,Male,38,Lawyer,7.3,8,60,5,Normal,130/85,68,8000,No Disorder
+137,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,No Disorder
+138,Male,38,Lawyer,7.1,8,60,5,Normal,130/85,68,8000,No Disorder
+139,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,No Disorder
+140,Male,38,Lawyer,7.1,8,60,5,Normal,130/85,68,8000,No Disorder
+141,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,No Disorder
+142,Male,38,Lawyer,7.1,8,60,5,Normal,130/85,68,8000,No Disorder
+143,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,No Disorder
+144,Female,38,Accountant,7.1,8,60,4,Normal,115/75,68,7000,No Disorder
 145,Male,38,Lawyer,7.1,8,60,5,Normal,130/85,68,8000,Sleep Apnea
 146,Female,38,Lawyer,7.4,7,60,5,Obese,135/88,84,3300,Sleep Apnea
 147,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,Insomnia
 148,Male,39,Engineer,6.5,5,40,7,Overweight,132/87,80,4000,Insomnia
-149,Female,39,Lawyer,6.9,7,50,6,Normal Weight,128/85,75,5500,
-150,Female,39,Accountant,8.0,9,80,3,Normal Weight,115/78,67,7500,
-151,Female,39,Accountant,8.0,9,80,3,Normal Weight,115/78,67,7500,
-152,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,
-153,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,
-154,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,
-155,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,
-156,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,
-157,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,
-158,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,
-159,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,
-160,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,
-161,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,
-162,Female,40,Accountant,7.2,8,55,6,Normal Weight,119/77,73,7300,
-163,Female,40,Accountant,7.2,8,55,6,Normal Weight,119/77,73,7300,
-164,Male,40,Lawyer,7.9,8,90,5,Normal,130/85,68,8000,
-165,Male,40,Lawyer,7.9,8,90,5,Normal,130/85,68,8000,
-167,Male,41,Engineer,7.3,8,70,6,Normal Weight,121/79,72,6200,
-168,Male,41,Lawyer,7.1,7,55,6,Overweight,125/82,72,6000,
-169,Male,41,Lawyer,7.1,7,55,6,Overweight,125/82,72,6000,
-170,Male,41,Lawyer,7.7,8,90,5,Normal,130/85,70,8000,
-171,Male,41,Lawyer,7.7,8,90,5,Normal,130/85,70,8000,
-172,Male,41,Lawyer,7.7,8,90,5,Normal,130/85,70,8000,
-173,Male,41,Lawyer,7.7,8,90,5,Normal,130/85,70,8000,
-174,Male,41,Lawyer,7.7,8,90,5,Normal,130/85,70,8000,
-175,Male,41,Lawyer,7.6,8,90,5,Normal,130/85,70,8000,
-176,Male,41,Lawyer,7.6,8,90,5,Normal,130/85,70,8000,
-177,Male,41,Lawyer,7.6,8,90,5,Normal,130/85,70,8000,
+149,Female,39,Lawyer,6.9,7,50,6,Normal Weight,128/85,75,5500,No Disorder
+150,Female,39,Accountant,8.0,9,80,3,Normal Weight,115/78,67,7500,No Disorder
+151,Female,39,Accountant,8.0,9,80,3,Normal Weight,115/78,67,7500,No Disorder
+152,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,No Disorder
+153,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,No Disorder
+154,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,No Disorder
+155,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,No Disorder
+156,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,No Disorder
+157,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,No Disorder
+158,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,No Disorder
+159,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,No Disorder
+160,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,No Disorder
+161,Male,39,Lawyer,7.2,8,60,5,Normal,130/85,68,8000,No Disorder
+162,Female,40,Accountant,7.2,8,55,6,Normal Weight,119/77,73,7300,No Disorder
+163,Female,40,Accountant,7.2,8,55,6,Normal Weight,119/77,73,7300,No Disorder
+164,Male,40,Lawyer,7.9,8,90,5,Normal,130/85,68,8000,No Disorder
+165,Male,40,Lawyer,7.9,8,90,5,Normal,130/85,68,8000,No Disorder
+167,Male,41,Engineer,7.3,8,70,6,Normal Weight,121/79,72,6200,No Disorder
+168,Male,41,Lawyer,7.1,7,55,6,Overweight,125/82,72,6000,No Disorder
+169,Male,41,Lawyer,7.1,7,55,6,Overweight,125/82,72,6000,No Disorder
+170,Male,41,Lawyer,7.7,8,90,5,Normal,130/85,70,8000,No Disorder
+171,Male,41,Lawyer,7.7,8,90,5,Normal,130/85,70,8000,No Disorder
+172,Male,41,Lawyer,7.7,8,90,5,Normal,130/85,70,8000,No Disorder
+173,Male,41,Lawyer,7.7,8,90,5,Normal,130/85,70,8000,No Disorder
+174,Male,41,Lawyer,7.7,8,90,5,Normal,130/85,70,8000,No Disorder
+175,Male,41,Lawyer,7.6,8,90,5,Normal,130/85,70,8000,No Disorder
+176,Male,41,Lawyer,7.6,8,90,5,Normal,130/85,70,8000,No Disorder
+177,Male,41,Lawyer,7.6,8,90,5,Normal,130/85,70,8000,No Disorder
 178,Male,42,Salesperson,6.5,6,45,7,Overweight,130/85,72,6000,Insomnia
-179,Male,42,Lawyer,7.8,8,90,5,Normal,130/85,70,8000,
-180,Male,42,Lawyer,7.8,8,90,5,Normal,130/85,70,8000,
-181,Male,42,Lawyer,7.8,8,90,5,Normal,130/85,70,8000,
-182,Male,42,Lawyer,7.8,8,90,5,Normal,130/85,70,8000,
-183,Male,42,Lawyer,7.8,8,90,5,Normal,130/85,70,8000,
-184,Male,42,Lawyer,7.8,8,90,5,Normal,130/85,70,8000,
+179,Male,42,Lawyer,7.8,8,90,5,Normal,130/85,70,8000,No Disorder
+180,Male,42,Lawyer,7.8,8,90,5,Normal,130/85,70,8000,No Disorder
+181,Male,42,Lawyer,7.8,8,90,5,Normal,130/85,70,8000,No Disorder
+182,Male,42,Lawyer,7.8,8,90,5,Normal,130/85,70,8000,No Disorder
+183,Male,42,Lawyer,7.8,8,90,5,Normal,130/85,70,8000,No Disorder
+184,Male,42,Lawyer,7.8,8,90,5,Normal,130/85,70,8000,No Disorder
 185,Female,42,Teacher,6.8,6,45,7,Overweight,130/85,78,5000,Sleep Apnea
 186,Female,42,Teacher,6.8,6,45,7,Overweight,130/85,78,5000,Sleep Apnea
 187,Female,43,Teacher,6.7,7,45,4,Overweight,135/90,65,6000,Insomnia
@@ -187,21 +187,21 @@ Person ID,Gender,Age,Occupation,Sleep Duration,Quality of Sleep,Physical Activit
 201,Male,43,Salesperson,6.5,6,45,7,Overweight,130/85,72,6000,Insomnia
 202,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,Insomnia
 203,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,Insomnia
-204,Male,43,Engineer,6.9,6,47,7,Normal Weight,117/76,69,6800,
-205,Male,43,Engineer,7.6,8,75,4,Overweight,122/80,68,6800,
-206,Male,43,Engineer,7.7,8,90,5,Normal,130/85,70,8000,
-207,Male,43,Engineer,7.7,8,90,5,Normal,130/85,70,8000,
-208,Male,43,Engineer,7.7,8,90,5,Normal,130/85,70,8000,
-209,Male,43,Engineer,7.7,8,90,5,Normal,130/85,70,8000,
-210,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,
-211,Male,43,Engineer,7.7,8,90,5,Normal,130/85,70,8000,
-212,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,
-213,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,
-214,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,
-215,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,
-216,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,
-217,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,
-218,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,
+204,Male,43,Engineer,6.9,6,47,7,Normal Weight,117/76,69,6800,No Disorder
+205,Male,43,Engineer,7.6,8,75,4,Overweight,122/80,68,6800,No Disorder
+206,Male,43,Engineer,7.7,8,90,5,Normal,130/85,70,8000,No Disorder
+207,Male,43,Engineer,7.7,8,90,5,Normal,130/85,70,8000,No Disorder
+208,Male,43,Engineer,7.7,8,90,5,Normal,130/85,70,8000,No Disorder
+209,Male,43,Engineer,7.7,8,90,5,Normal,130/85,70,8000,No Disorder
+210,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,No Disorder
+211,Male,43,Engineer,7.7,8,90,5,Normal,130/85,70,8000,No Disorder
+212,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,No Disorder
+213,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,No Disorder
+214,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,No Disorder
+215,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,No Disorder
+216,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,No Disorder
+217,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,No Disorder
+218,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,No Disorder
 219,Male,43,Engineer,7.8,8,90,5,Normal,130/85,70,8000,Sleep Apnea
 220,Male,43,Salesperson,6.5,6,45,7,Overweight,130/85,72,6000,Sleep Apnea
 221,Female,44,Teacher,6.6,7,45,4,Overweight,135/90,65,6000,Insomnia
@@ -232,8 +232,8 @@ Person ID,Gender,Age,Occupation,Sleep Duration,Quality of Sleep,Physical Activit
 246,Female,44,Teacher,6.5,7,45,4,Overweight,135/90,65,6000,Insomnia
 247,Male,44,Salesperson,6.3,6,45,7,Overweight,130/85,72,6000,Insomnia
 248,Male,44,Engineer,6.8,7,45,7,Overweight,130/85,78,5000,Insomnia
-249,Male,44,Salesperson,6.4,6,45,7,Overweight,130/85,72,6000,
-250,Male,44,Salesperson,6.5,6,45,7,Overweight,130/85,72,6000,
+249,Male,44,Salesperson,6.4,6,45,7,Overweight,130/85,72,6000,No Disorder
+250,Male,44,Salesperson,6.5,6,45,7,Overweight,130/85,72,6000,No Disorder
 251,Female,45,Teacher,6.8,7,30,6,Overweight,135/90,65,6000,Insomnia
 252,Female,45,Teacher,6.8,7,30,6,Overweight,135/90,65,6000,Insomnia
 253,Female,45,Teacher,6.5,7,45,4,Overweight,135/90,65,6000,Insomnia
@@ -245,13 +245,13 @@ Person ID,Gender,Age,Occupation,Sleep Duration,Quality of Sleep,Physical Activit
 259,Female,45,Teacher,6.6,7,45,4,Overweight,135/90,65,6000,Insomnia
 260,Female,45,Teacher,6.6,7,45,4,Overweight,135/90,65,6000,Insomnia
 261,Female,45,Teacher,6.6,7,45,4,Overweight,135/90,65,6000,Insomnia
-262,Female,45,Teacher,6.6,7,45,4,Overweight,135/90,65,6000,
-263,Female,45,Teacher,6.6,7,45,4,Overweight,135/90,65,6000,
-264,Female,45,Manager,6.9,7,55,5,Overweight,125/82,75,5500,
+262,Female,45,Teacher,6.6,7,45,4,Overweight,135/90,65,6000,No Disorder
+263,Female,45,Teacher,6.6,7,45,4,Overweight,135/90,65,6000,No Disorder
+264,Female,45,Manager,6.9,7,55,5,Overweight,125/82,75,5500,No Disorder
 265,Male,48,Doctor,7.3,7,65,5,Obese,142/92,83,3500,Insomnia
 266,Female,48,Nurse,5.9,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
 267,Male,48,Doctor,7.3,7,65,5,Obese,142/92,83,3500,Insomnia
-268,Female,49,Nurse,6.2,6,90,8,Overweight,140/95,75,10000,
+268,Female,49,Nurse,6.2,6,90,8,Overweight,140/95,75,10000,No Disorder
 269,Female,49,Nurse,6.0,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
 270,Female,49,Nurse,6.1,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
 271,Female,49,Nurse,6.1,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
@@ -263,8 +263,8 @@ Person ID,Gender,Age,Occupation,Sleep Duration,Quality of Sleep,Physical Activit
 277,Male,49,Doctor,8.1,9,85,3,Obese,139/91,86,3700,Sleep Apnea
 278,Male,49,Doctor,8.1,9,85,3,Obese,139/91,86,3700,Sleep Apnea
 279,Female,50,Nurse,6.1,6,90,8,Overweight,140/95,75,10000,Insomnia
-280,Female,50,Engineer,8.3,9,30,3,Normal,125/80,65,5000,
-281,Female,50,Nurse,6.0,6,90,8,Overweight,140/95,75,10000,
+280,Female,50,Engineer,8.3,9,30,3,Normal,125/80,65,5000,No Disorder
+281,Female,50,Nurse,6.0,6,90,8,Overweight,140/95,75,10000,No Disorder
 283,Female,50,Nurse,6.0,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
 284,Female,50,Nurse,6.0,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
 285,Female,50,Nurse,6.0,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
@@ -275,11 +275,11 @@ Person ID,Gender,Age,Occupation,Sleep Duration,Quality of Sleep,Physical Activit
 291,Female,50,Nurse,6.0,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
 294,Female,50,Nurse,6.0,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
 296,Female,50,Nurse,6.0,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
-299,Female,51,Engineer,8.5,9,30,3,Normal,125/80,65,5000,
-300,Female,51,Engineer,8.5,9,30,3,Normal,125/80,65,5000,
-301,Female,51,Engineer,8.5,9,30,3,Normal,125/80,65,5000,
-302,Female,51,Engineer,8.5,9,30,3,Normal,125/80,65,5000,
-303,Female,51,Nurse,7.1,7,55,6,Normal Weight,125/82,72,6000,
+299,Female,51,Engineer,8.5,9,30,3,Normal,125/80,65,5000,No Disorder
+300,Female,51,Engineer,8.5,9,30,3,Normal,125/80,65,5000,No Disorder
+301,Female,51,Engineer,8.5,9,30,3,Normal,125/80,65,5000,No Disorder
+302,Female,51,Engineer,8.5,9,30,3,Normal,125/80,65,5000,No Disorder
+303,Female,51,Nurse,7.1,7,55,6,Normal Weight,125/82,72,6000,No Disorder
 304,Female,51,Nurse,6.0,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
 305,Female,51,Nurse,6.1,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
 306,Female,51,Nurse,6.1,6,90,8,Overweight,140/95,75,10000,Sleep Apnea
@@ -289,38 +289,38 @@ Person ID,Gender,Age,Occupation,Sleep Duration,Quality of Sleep,Physical Activit
 310,Female,52,Accountant,6.6,7,45,7,Overweight,130/85,72,6000,Insomnia
 311,Female,52,Accountant,6.6,7,45,7,Overweight,130/85,72,6000,Insomnia
 312,Female,52,Accountant,6.6,7,45,7,Overweight,130/85,72,6000,Insomnia
-313,Female,52,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
-314,Female,52,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
-315,Female,52,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
+313,Female,52,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
+314,Female,52,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
+315,Female,52,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
 316,Female,53,Engineer,8.3,9,30,3,Normal,125/80,65,5000,Insomnia
-317,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,
-318,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,
-319,Female,53,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
-320,Female,53,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
-321,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,
-322,Female,53,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
-323,Female,53,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
-324,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,
-325,Female,53,Engineer,8.3,9,30,3,Normal,125/80,65,5000,
-326,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,
-327,Female,53,Engineer,8.3,9,30,3,Normal,125/80,65,5000,
-328,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,
-329,Female,53,Engineer,8.3,9,30,3,Normal,125/80,65,5000,
-330,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,
-331,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,
-332,Female,53,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
-333,Female,54,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
-334,Female,54,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
-335,Female,54,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
-336,Female,54,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
-337,Female,54,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
-338,Female,54,Engineer,8.4,9,30,3,Normal,125/80,65,5000,
-339,Female,54,Engineer,8.5,9,30,3,Normal,125/80,65,5000,
+317,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,No Disorder
+318,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,No Disorder
+319,Female,53,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
+320,Female,53,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
+321,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,No Disorder
+322,Female,53,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
+323,Female,53,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
+324,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,No Disorder
+325,Female,53,Engineer,8.3,9,30,3,Normal,125/80,65,5000,No Disorder
+326,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,No Disorder
+327,Female,53,Engineer,8.3,9,30,3,Normal,125/80,65,5000,No Disorder
+328,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,No Disorder
+329,Female,53,Engineer,8.3,9,30,3,Normal,125/80,65,5000,No Disorder
+330,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,No Disorder
+331,Female,53,Engineer,8.5,9,30,3,Normal,125/80,65,5000,No Disorder
+332,Female,53,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
+333,Female,54,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
+334,Female,54,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
+335,Female,54,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
+336,Female,54,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
+337,Female,54,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
+338,Female,54,Engineer,8.4,9,30,3,Normal,125/80,65,5000,No Disorder
+339,Female,54,Engineer,8.5,9,30,3,Normal,125/80,65,5000,No Disorder
 340,Female,55,Nurse,8.1,9,75,4,Overweight,140/95,72,5000,Sleep Apnea
 341,Female,55,Nurse,8.1,9,75,4,Overweight,140/95,72,5000,Sleep Apnea
-342,Female,56,Doctor,8.2,9,90,3,Normal Weight,118/75,65,10000,
-343,Female,56,Doctor,8.2,9,90,3,Normal Weight,118/75,65,10000,
-344,Female,57,Nurse,8.1,9,75,3,Overweight,140/95,68,7000,
+342,Female,56,Doctor,8.2,9,90,3,Normal Weight,118/75,65,10000,No Disorder
+343,Female,56,Doctor,8.2,9,90,3,Normal Weight,118/75,65,10000,No Disorder
+344,Female,57,Nurse,8.1,9,75,3,Overweight,140/95,68,7000,No Disorder
 345,Female,57,Nurse,8.2,9,75,3,Overweight,140/95,68,7000,Sleep Apnea
 346,Female,57,Nurse,8.2,9,75,3,Overweight,140/95,68,7000,Sleep Apnea
 347,Female,57,Nurse,8.2,9,75,3,Overweight,140/95,68,7000,Sleep Apnea
@@ -329,8 +329,8 @@ Person ID,Gender,Age,Occupation,Sleep Duration,Quality of Sleep,Physical Activit
 350,Female,57,Nurse,8.1,9,75,3,Overweight,140/95,68,7000,Sleep Apnea
 351,Female,57,Nurse,8.1,9,75,3,Overweight,140/95,68,7000,Sleep Apnea
 352,Female,57,Nurse,8.1,9,75,3,Overweight,140/95,68,7000,Sleep Apnea
-359,Female,59,Nurse,8.0,9,75,3,Overweight,140/95,68,7000,
-360,Female,59,Nurse,8.1,9,75,3,Overweight,140/95,68,7000,
+359,Female,59,Nurse,8.0,9,75,3,Overweight,140/95,68,7000,No Disorder
+360,Female,59,Nurse,8.1,9,75,3,Overweight,140/95,68,7000,No Disorder
 361,Female,59,Nurse,8.2,9,75,3,Overweight,140/95,68,7000,Sleep Apnea
 362,Female,59,Nurse,8.2,9,75,3,Overweight,140/95,68,7000,Sleep Apnea
 363,Female,59,Nurse,8.2,9,75,3,Overweight,140/95,68,7000,Sleep Apnea
diff --git a/single_point_prediction/medical/Sleep_Health_and_Lifestyle_Dataset_B1/info.json b/single_point_prediction/medical/Sleep_Health_and_Lifestyle_Dataset_B1/info.json
index ac7f1ad59f059be3648f2769a10128e59277c544..c68a30219902530a9154e48d4957e5bb70f65c0f 100644
--- a/single_point_prediction/medical/Sleep_Health_and_Lifestyle_Dataset_B1/info.json
+++ b/single_point_prediction/medical/Sleep_Health_and_Lifestyle_Dataset_B1/info.json
@@ -1,121 +1,122 @@
-{
-    "name": "Sleep Health and Lifestyle Dataset",
-    "source": "https://www.kaggle.com/datasets/uom190346a/sleep-health-and-lifestyle-dataset/data",
-    "data_intro": "The Sleep Health and Lifestyle Dataset comprises 400 rows and 13 columns, covering a wide range of variables related to sleep and daily habits. It includes details such as gender, age, occupation, sleep duration, quality of sleep, physical activity level, stress levels, BMI category, blood pressure, heart rate, daily steps, and the presence or absence of sleep disorders.",
-    "is_splited": false,
-    "overall_size": 374,
-    "train_size": 0,
-    "test_size": 0,
-    "c_classes": 5,
-    "n_classes": 8,
-    "cat_feature_intro": {
-        "Gender": "Gender: The gender of the person (Male/Female).<br>",
-        "Occupation": "Occupation: The occupation or profession of the person.<br>",
-        "BMI Category": "BMI Category: The BMI category of the person (e.g., Underweight, Normal, Overweight).<br>",
-        "Blood Pressure": "Blood Pressure (systolic/diastolic): The blood pressure measurement of the person, indicated as systolic pressure over diastolic pressure.<br>",
-        "Sleep Disorder": "- None: The individual does not exhibit any specific sleep disorder."
-    },
-    "num_feature_intro": {
-        "Person ID": "Person ID: An identifier for each individual.<br>",
-        "Age": "Physical Activity Level (minutes/day): The number of minutes the person engages in physical activity daily.<br>",
-        "Sleep Duration": "Sleep Duration (hours): The number of hours the person sleeps per day.<br>",
-        "Quality of Sleep": "Quality of Sleep (scale: 1-10): A subjective rating of the quality of sleep, ranging from 1 to 10.<br>",
-        "Physical Activity Level": "Physical Activity Level (minutes/day): The number of minutes the person engages in physical activity daily.<br>",
-        "Stress Level": "Stress Level (scale: 1-10): A subjective rating of the stress level experienced by the person, ranging from 1 to 10.<br>",
-        "Heart Rate": "Heart Rate (bpm): The resting heart rate of the person in beats per minute.<br>",
-        "Daily Steps": "Daily Steps: The number of steps the person takes per day.<br>"
-    },
-    "evaluation_metric": null,
-    "task_type": "classification",
-    "target": "Sleep Disorder",
-    "num_feature_value": {
-        "Age": [
-            27.0,
-            59.0
-        ],
-        "Daily Steps": [
-            3000.0,
-            10000.0
-        ],
-        "Heart Rate": [
-            65.0,
-            86.0
-        ],
-        "Person ID": [
-            1.0,
-            374.0
-        ],
-        "Physical Activity Level": [
-            30.0,
-            90.0
-        ],
-        "Quality of Sleep": [
-            4.0,
-            9.0
-        ],
-        "Sleep Duration": [
-            5.8,
-            8.5
-        ],
-        "Stress Level": [
-            3.0,
-            8.0
-        ]
-    },
-    "cat_feature_value": {
-        "BMI Category": [
-            "Normal",
-            "Normal Weight",
-            "Obese",
-            "Overweight"
-        ],
-        "Blood Pressure": [
-            "115/75",
-            "115/78",
-            "117/76",
-            "118/75",
-            "118/76",
-            "119/77",
-            "120/80",
-            "121/79",
-            "122/80",
-            "125/80",
-            "125/82",
-            "126/83",
-            "128/84",
-            "128/85",
-            "129/84",
-            "130/85",
-            "130/86",
-            "131/86",
-            "132/87",
-            "135/88",
-            "135/90",
-            "139/91",
-            "140/90",
-            "140/95",
-            "142/92"
-        ],
-        "Gender": [
-            "Female",
-            "Male"
-        ],
-        "Occupation": [
-            "Accountant",
-            "Doctor",
-            "Engineer",
-            "Lawyer",
-            "Manager",
-            "Nurse",
-            "Sales Representative",
-            "Salesperson",
-            "Scientist",
-            "Software Engineer",
-            "Teacher"
-        ],
-        "Sleep Disorder": [
-            "Insomnia",
-            "Sleep Apnea"
-        ]
-    }
-}
\ No newline at end of file
+{
+  "name": "Sleep Health and Lifestyle Dataset",
+  "source": "https://www.kaggle.com/datasets/uom190346a/sleep-health-and-lifestyle-dataset/data",
+  "data_intro": "The Sleep Health and Lifestyle Dataset comprises 400 rows and 13 columns, covering a wide range of variables related to sleep and daily habits. It includes details such as gender, age, occupation, sleep duration, quality of sleep, physical activity level, stress levels, BMI category, blood pressure, heart rate, daily steps, and the presence or absence of sleep disorders.",
+  "is_splited": false,
+  "overall_size": 374,
+  "train_size": 0,
+  "test_size": 0,
+  "c_classes": 5,
+  "n_classes": 8,
+  "cat_feature_intro": {
+    "Gender": "Gender: The gender of the person (Male/Female).<br>",
+    "Occupation": "Occupation: The occupation or profession of the person.<br>",
+    "BMI Category": "BMI Category: The BMI category of the person (e.g., Underweight, Normal, Overweight).<br>",
+    "Blood Pressure": "Blood Pressure (systolic/diastolic): The blood pressure measurement of the person, indicated as systolic pressure over diastolic pressure.<br>",
+    "Sleep Disorder": "Sleep disorder category: No Disorder, Insomnia, or Sleep Apnea."
+  },
+  "num_feature_intro": {
+    "Person ID": "Person ID: An identifier for each individual.<br>",
+    "Age": "Physical Activity Level (minutes/day): The number of minutes the person engages in physical activity daily.<br>",
+    "Sleep Duration": "Sleep Duration (hours): The number of hours the person sleeps per day.<br>",
+    "Quality of Sleep": "Quality of Sleep (scale: 1-10): A subjective rating of the quality of sleep, ranging from 1 to 10.<br>",
+    "Physical Activity Level": "Physical Activity Level (minutes/day): The number of minutes the person engages in physical activity daily.<br>",
+    "Stress Level": "Stress Level (scale: 1-10): A subjective rating of the stress level experienced by the person, ranging from 1 to 10.<br>",
+    "Heart Rate": "Heart Rate (bpm): The resting heart rate of the person in beats per minute.<br>",
+    "Daily Steps": "Daily Steps: The number of steps the person takes per day.<br>"
+  },
+  "evaluation_metric": null,
+  "task_type": "classification",
+  "target": "Sleep Disorder",
+  "num_feature_value": {
+    "Age": [
+      27.0,
+      59.0
+    ],
+    "Daily Steps": [
+      3000.0,
+      10000.0
+    ],
+    "Heart Rate": [
+      65.0,
+      86.0
+    ],
+    "Person ID": [
+      1.0,
+      374.0
+    ],
+    "Physical Activity Level": [
+      30.0,
+      90.0
+    ],
+    "Quality of Sleep": [
+      4.0,
+      9.0
+    ],
+    "Sleep Duration": [
+      5.8,
+      8.5
+    ],
+    "Stress Level": [
+      3.0,
+      8.0
+    ]
+  },
+  "cat_feature_value": {
+    "BMI Category": [
+      "Normal",
+      "Normal Weight",
+      "Obese",
+      "Overweight"
+    ],
+    "Blood Pressure": [
+      "115/75",
+      "115/78",
+      "117/76",
+      "118/75",
+      "118/76",
+      "119/77",
+      "120/80",
+      "121/79",
+      "122/80",
+      "125/80",
+      "125/82",
+      "126/83",
+      "128/84",
+      "128/85",
+      "129/84",
+      "130/85",
+      "130/86",
+      "131/86",
+      "132/87",
+      "135/88",
+      "135/90",
+      "139/91",
+      "140/90",
+      "140/95",
+      "142/92"
+    ],
+    "Gender": [
+      "Female",
+      "Male"
+    ],
+    "Occupation": [
+      "Accountant",
+      "Doctor",
+      "Engineer",
+      "Lawyer",
+      "Manager",
+      "Nurse",
+      "Sales Representative",
+      "Salesperson",
+      "Scientist",
+      "Software Engineer",
+      "Teacher"
+    ],
+    "Sleep Disorder": [
+      "Insomnia",
+      "No Disorder",
+      "Sleep Apnea"
+    ]
+  }
+}
diff --git a/single_point_prediction/medical/Sleep_Health_and_Lifestyle_Dataset_B1/info_mod.json b/single_point_prediction/medical/Sleep_Health_and_Lifestyle_Dataset_B1/info_mod.json
index 61f0aae2fe42de18994a371f556dc4b0b413e67f..8f8a1336c525f3a577855f801fe66c67768f9bc7 100644
--- a/single_point_prediction/medical/Sleep_Health_and_Lifestyle_Dataset_B1/info_mod.json
+++ b/single_point_prediction/medical/Sleep_Health_and_Lifestyle_Dataset_B1/info_mod.json
@@ -12,7 +12,8 @@
     "Gender": "Gender: The gender of the person (Male/Female).<br>",
     "Occupation": "Occupation: The occupation or profession of the person.<br>",
     "BMI Category": "BMI Category: The BMI category of the person (e.g., Underweight, Normal, Overweight).<br>",
-    "Blood Pressure": "Blood Pressure (systolic/diastolic): The blood pressure measurement of the person, indicated as systolic pressure over diastolic pressure.<br>"
+    "Blood Pressure": "Blood Pressure (systolic/diastolic): The blood pressure measurement of the person, indicated as systolic pressure over diastolic pressure.<br>",
+    "Sleep Disorder": "Sleep disorder category: No Disorder, Insomnia, or Sleep Apnea."
   },
   "num_feature_intro": {
     "Person ID": "Person ID: An identifier for each individual.<br>",
@@ -111,6 +112,11 @@
       "140/90",
       "140/95",
       "142/92"
+    ],
+    "Sleep Disorder": [
+      "Insomnia",
+      "No Disorder",
+      "Sleep Apnea"
     ]
   },
   "columns": [
@@ -159,4 +165,4 @@
   "open_text_feature_intro": {},
   "open_text_features": [],
   "missing_from_original_info": []
-}
\ No newline at end of file
+}
diff --git a/treatment_effect_analysis/daily/regression/Chocolate_Bar_Ratings_B3/history.csv b/treatment_effect_analysis/daily/regression/Chocolate_Bar_Ratings_B3/history.csv
index b83a5a16a61392eb7f437862ea450156b7a28635..03656401bb53caac7577efc7f3a18dbd5177c406 100644
--- a/treatment_effect_analysis/daily/regression/Chocolate_Bar_Ratings_B3/history.csv
+++ b/treatment_effect_analysis/daily/regression/Chocolate_Bar_Ratings_B3/history.csv
@@ -1296,7 +1296,7 @@ Carlotta Chocolat,Arauca,1884,2016,65%,Colombia,3.0,Trinitario,Colombia
 Soma,Carenero Superior,951,2012,70%,Canada,3.75,Trinitario,Venezuela
 Arete,San Juan,1724,2016,70%,U.S.A.,3.5,Trinitario,Trinidad
 Starchild,Cacao Verapaz,1692,2015,70%,U.S.A.,3.0, ,Guatemala
-Na�ve,Chuao,1399,2014,75%,Lithuania,2.75,Trinitario,Venezuela
+Naïve,Chuao,1399,2014,75%,Lithuania,2.75,Trinitario,Venezuela
 Arete,Chuno,1598,2015,70%,U.S.A.,4.0,"Criollo, Trinitario",Nicaragua
 Pascha,Peru,1137,2013,70%,Peru,2.75, ,Peru
 A. Morin,Atsane,1676,2015,70%,France,3.0, ,Togo
@@ -1391,7 +1391,7 @@ Pacari,Los Rios,224,2008,72%,Ecuador,3.0,Forastero (Arriba),Ecuador
 Pralus,Dominican Republic-Organic,280,2008,75%,France,2.0, ,Dominican Republic
 Felchlin,Maracaibo Clasificado,48,2006,65%,Switzerland,3.0,Criollo,Venezuela
 French Broad,"Palo Blanco, Chulucanas",883,2012,61%,U.S.A.,3.5, ,Peru
-Na�ve,Barinas,1399,2014,70%,Lithuania,3.0, ,Venezuela
+Naïve,Barinas,1399,2014,70%,Lithuania,3.0, ,Venezuela
 Pump Street Bakery,"Akesson's, batch 4411",1530,2015,74%,U.K.,3.5,Criollo,Madagascar
 A. Morin,Chanchamayo Province,1019,2013,70%,France,3.5, ,Peru
 Soma,"Alto Beni, Wild Bolivian",676,2011,70%,Canada,3.5,Nacional,Bolivia
@@ -1475,7 +1475,7 @@ Mutari,"Kokoa Kamili, batch 1 SRB",1896,2016,68%,U.S.A.,2.75, ,Tanzania
 Bakau,"Bambamarca, 2015",1454,2015,70%,Peru,2.75, ,Peru
 Belyzium,Belize south,1768,2016,83%,Germany,3.5,Trinitario,Belize
 Szanto Tibor,"Autumn, Primary Harvest, 2012",1185,2013,70%,Hungary,3.5,Criollo,Madagascar
-Na�ve,Nicaragua,1379,2014,70%,Lithuania,3.25,Criollo,Nicaragua
+Naïve,Nicaragua,1379,2014,70%,Lithuania,3.25,Criollo,Nicaragua
 Valrhona,"Loma Sotavento, 2013",1153,2013,64%,France,3.5, ,Dominican Republic
 Rogue,"Camino Verde P., Balao, Guayas",979,2012,75%,U.S.A.,,Nacional (Arriba),Ecuador
 Cacao Atlanta,"Dominican Republic, ""Love Bar""",502,2010,75%,U.S.A.,, ,Dominican Republic
diff --git a/treatment_effect_analysis/daily/regression/Gun_Violence_Data_B3/Gun_Violence_Data_B3_001.json b/treatment_effect_analysis/daily/regression/Gun_Violence_Data_B3/Gun_Violence_Data_B3_001.json
index 4a0cb1a30eb7a6c5133804c78e45afbefadff7e5..2743c37bb13214eeaab0f4c9149447b5c7925c0e 100644
--- a/treatment_effect_analysis/daily/regression/Gun_Violence_Data_B3/Gun_Violence_Data_B3_001.json
+++ b/treatment_effect_analysis/daily/regression/Gun_Violence_Data_B3/Gun_Violence_Data_B3_001.json
@@ -5,7 +5,7 @@
   "perspective": "user",
   "dataset_name": "Gun_Violence_Data",
   "table_path": "kaggle/Gun_Violence_Data",
-  "query": "Living in the District of Columbia, there was this incident logged under ID 330294. It happened at latitude 38.9096, longitude -77.0199, in the 1.0 congressional district. The report shows one person was injured, no fields were missing from the online record, and thankfully, nobody was killed. Now, I'm looking at the possibility of moving the entire record's location for a research comparison—shifting it to a different spot in the city, specifically to coordinates 38.8537, -76.985. Could that shift in geography alter the expected outcome?",
+  "query": "Living in the District of Columbia, there was this incident logged under ID 330294. It happened at latitude 38.9096, longitude -77.0199, in the 1.0 congressional district. The report shows one person was injured, no fields were missing from the online record, and thankfully, nobody was killed. Now, I'm looking at the possibility of comparing this with another case with one injury and a complete report in a different spot in the city, specifically to coordinates 38.8537, -76.985. Would you expect a different fatality count for that case?",
   "meta_info": {
     "domain": "daily"
   },
@@ -86,4 +86,4 @@
   },
   "response": "",
   "evaluation_score": {}
-}
\ No newline at end of file
+}
diff --git a/treatment_effect_analysis/daily/regression/Gun_Violence_Data_B3/Gun_Violence_Data_B3_002.json b/treatment_effect_analysis/daily/regression/Gun_Violence_Data_B3/Gun_Violence_Data_B3_002.json
index 4999fced94e1dcfecd9fc7dae4b56559746ad15c..85ff467c72720f354af804fb1534923d7f2e3bfd 100644
--- a/treatment_effect_analysis/daily/regression/Gun_Violence_Data_B3/Gun_Violence_Data_B3_002.json
+++ b/treatment_effect_analysis/daily/regression/Gun_Violence_Data_B3/Gun_Violence_Data_B3_002.json
@@ -5,7 +5,7 @@
   "perspective": "data_holder",
   "dataset_name": "Gun_Violence_Data",
   "table_path": "kaggle/Gun_Violence_Data",
-  "query": "Living in Massachusetts, in the 1st congressional district, the last incident here at these exact coordinates, 42.1102 latitude and -72.5702 longitude, involved one gun. Thankfully, no one was injured and, most importantly, no one was killed, which is the outcome we always hope for. I’ve been offered a job in Kentucky, right near 36.8409 latitude and -87.4825 longitude. It’s a big move, and I’m worried about the change. I’ve shared our historical gun violence records with you. If I relocate to that part of Kentucky, keeping everything else the same—no injuries, one gun involved, all the report details intact—does moving there mean I should expect a different number of people killed?",
+  "query": "Living in Massachusetts, in the 1st congressional district, the last incident here at these exact coordinates, 42.1102 latitude and -72.5702 longitude, involved one gun. Thankfully, no one was injured and, most importantly, no one was killed, which is the outcome we always hope for. I’ve been offered a job in Kentucky, right near 36.8409 latitude and -87.4825 longitude. It’s a big move, and I’m worried about the change. I’ve shared our historical gun violence records with you. If I relocate to that part of Kentucky, considering another case with no injuries, one gun involved, and a complete report, does moving there mean I should expect a different number of people killed?",
   "meta_info": {
     "domain": "daily"
   },
@@ -86,4 +86,4 @@
   },
   "response": "",
   "evaluation_score": {}
-}
\ No newline at end of file
+}
diff --git a/treatment_effect_analysis/daily/regression/Gun_Violence_Data_B3/Gun_Violence_Data_B3_003.json b/treatment_effect_analysis/daily/regression/Gun_Violence_Data_B3/Gun_Violence_Data_B3_003.json
index c237fb09155c6e4f01264ee2b1c04ebb022ebda0..fe5af3e9f0326ffb7fc9b1c410a0a51e6bff4fc5 100644
--- a/treatment_effect_analysis/daily/regression/Gun_Violence_Data_B3/Gun_Violence_Data_B3_003.json
+++ b/treatment_effect_analysis/daily/regression/Gun_Violence_Data_B3/Gun_Violence_Data_B3_003.json
@@ -5,7 +5,7 @@
   "perspective": "user",
   "dataset_name": "Gun_Violence_Data",
   "table_path": "kaggle/Gun_Violence_Data",
-  "query": "I'm living in California's 13th congressional district, right at latitude 37.7553 and longitude -122.189. The local report for my area, in state house district 18 and senate district 9, showed an incident with one gun involved, nobody injured, and all the report details were complete. But one person still died. It's chilling. I'm thinking of volunteering with a community watch program that would have me patrolling a block over, around latitude 37.7536 and longitude -122.186. It means I'd likely be a first responder if something happened there, which could mean reporting at least one injury from trying to help. With all that extra effort and personal risk, does this plan actually lead to predicting fewer people killed in these reports, or am I just putting myself in harm's way for no real change?",
+  "query": "I'm living in California's 13th congressional district, right at latitude 37.7553 and longitude -122.189. The local report for my area, in state house district 18 and senate district 9, showed an incident with one gun involved, nobody injured, and all the report details were complete. But one person still died. It's chilling. I'm thinking of volunteering with a community watch program that would have me patrolling a block over, around latitude 37.7536 and longitude -122.186. It means I'd likely be a first responder if something happened there, which could mean reporting one injury from trying to help. For a case at the new coordinates with one gun, one reported injury, and a complete report, would you predict fewer fatalities than in the original case?",
   "meta_info": {
     "domain": "daily"
   },
@@ -86,4 +86,4 @@
   },
   "response": "",
   "evaluation_score": {}
-}
\ No newline at end of file
+}
diff --git a/treatment_effect_analysis/daily/regression/Gun_Violence_Data_B3/Gun_Violence_Data_B3_007.json b/treatment_effect_analysis/daily/regression/Gun_Violence_Data_B3/Gun_Violence_Data_B3_007.json
index c0dac8cf95c02e68a5d9443783af636aa30269ec..fb3ebca05a650173ef3b6b7859ad772299582da4 100644
--- a/treatment_effect_analysis/daily/regression/Gun_Violence_Data_B3/Gun_Violence_Data_B3_007.json
+++ b/treatment_effect_analysis/daily/regression/Gun_Violence_Data_B3/Gun_Violence_Data_B3_007.json
@@ -5,7 +5,7 @@
   "perspective": "user",
   "dataset_name": "Gun_Violence_Data",
   "table_path": "kaggle/Gun_Violence_Data",
-  "query": "There was this terrible shooting incident in Pennsylvania. It happened in the 14th congressional district, at the coordinates 40.4548 latitude and -79.8948 longitude. Only one gun was involved, and thankfully no one was injured, but one person was killed. The incident report seems complete, with no missing URL fields. I'm looking at the data and wondering... if the exact same type of incident, with one gun and no injuries, had instead been officially recorded as happening in a different place—say, in the 17th district, at coordinates 40.6927 latitude and -76.2645 longitude—would that geographical and administrative shift alone make any difference in the predicted number of fatalities?",
+  "query": "There was this terrible shooting incident in Pennsylvania. It happened in the 14th congressional district, at the coordinates 40.4548 latitude and -79.8948 longitude. Only one gun was involved, and thankfully no one was injured, but one person was killed. The incident report seems complete, with no missing URL fields. I'm looking at the data and wondering... if a case with one gun and no injuries were recorded in a different place—say, in the 17th district, at coordinates 40.6927 latitude and -76.2645 longitude—would you expect any difference in the predicted number of fatalities?",
   "meta_info": {
     "domain": "daily"
   },
@@ -86,4 +86,4 @@
   },
   "response": "",
   "evaluation_score": {}
-}
\ No newline at end of file
+}
diff --git a/treatment_effect_analysis/daily/regression/Gun_Violence_Data_B3/Gun_Violence_Data_B3_008.json b/treatment_effect_analysis/daily/regression/Gun_Violence_Data_B3/Gun_Violence_Data_B3_008.json
index 1f4020a71ef12f71945b96ece9c9f4ea8f6904eb..5b1a2f1096e3d48f7f0215faa4122ec0a0254904 100644
--- a/treatment_effect_analysis/daily/regression/Gun_Violence_Data_B3/Gun_Violence_Data_B3_008.json
+++ b/treatment_effect_analysis/daily/regression/Gun_Violence_Data_B3/Gun_Violence_Data_B3_008.json
@@ -5,7 +5,7 @@
   "perspective": "user",
   "dataset_name": "Gun_Violence_Data",
   "table_path": "kaggle/Gun_Violence_Data",
-  "query": "Living in California, specifically in congressional district 34, means you hear about these incidents too often. The data point from my neighborhood—state house district 51, senate district 24—was a single gun involved, at coordinates 34.0735, -118.272. It resulted in one person killed and zero injured, and the report didn’t have any missing URL fields. I’m thinking of moving just a few blocks over, to a place at 34.0571, -118.251, which would actually shift me into state house district 53. All the other details, like the congressional district and the single gun, would stay the same. I’m wondering, if I make that move, does that change the number of people killed in such an incident for that new location?",
+  "query": "Living in California, specifically in congressional district 34, means you hear about these incidents too often. The data point from my neighborhood—state house district 51, senate district 24—was a single gun involved, at coordinates 34.0735, -118.272. It resulted in one person killed and zero injured, and the report didn’t have any missing URL fields. I’m thinking of moving just a few blocks over, to a place at 34.0571, -118.251, which would actually shift me into state house district 53. The congressional district, one-gun count, and zero-injury count would remain as described. I’m wondering, if I make that move, does that change the number of people killed in such an incident for that new location?",
   "meta_info": {
     "domain": "daily"
   },
@@ -86,4 +86,4 @@
   },
   "response": "",
   "evaluation_score": {}
-}
\ No newline at end of file
+}
diff --git a/treatment_effect_analysis/daily/regression/Gun_Violence_Data_B3/Gun_Violence_Data_B3_009.json b/treatment_effect_analysis/daily/regression/Gun_Violence_Data_B3/Gun_Violence_Data_B3_009.json
index 72ddfbaee9e739b76486d203da4da5f6ddbd245c..ec09a298b0e0f8f0ce4d2a1bcd964e7226d8be75 100644
--- a/treatment_effect_analysis/daily/regression/Gun_Violence_Data_B3/Gun_Violence_Data_B3_009.json
+++ b/treatment_effect_analysis/daily/regression/Gun_Violence_Data_B3/Gun_Violence_Data_B3_009.json
@@ -5,7 +5,7 @@
   "perspective": "user",
   "dataset_name": "Gun_Violence_Data",
   "table_path": "kaggle/Gun_Violence_Data",
-  "query": "This whole situation is giving me a headache. There was an incident, ID 964743, down in Louisiana. One gun, one person hurt, but no fatalities. The record is complete, no fields missing. Now, I'm considering if maybe the location was wrong. Suppose it was actually in Kentucky all along. And in that case, let's say the injury report was a mistake—nobody was actually injured. By correcting the state to Kentucky and adjusting the injury count to zero, does that change the likelihood of anyone having been killed?",
+  "query": "This whole situation is giving me a headache. There was an incident, ID 964743, down in Louisiana. One gun, one person hurt, but no fatalities. The record is complete, no fields missing. Now consider another case in Kentucky with one gun, no reported injuries, and a complete record. Compared with the Louisiana case, would you expect a different fatality count?",
   "meta_info": {
     "domain": "daily"
   },
@@ -86,4 +86,4 @@
   },
   "response": "",
   "evaluation_score": {}
-}
\ No newline at end of file
+}
diff --git a/treatment_effect_analysis/daily/regression/Gun_Violence_Data_B3/Gun_Violence_Data_B3_010.json b/treatment_effect_analysis/daily/regression/Gun_Violence_Data_B3/Gun_Violence_Data_B3_010.json
index 3ea69c9a096641ffcc442bb911940e27341bd0fa..1f0587583cd9d8103af5c6fcd51e20e0e46880b1 100644
--- a/treatment_effect_analysis/daily/regression/Gun_Violence_Data_B3/Gun_Violence_Data_B3_010.json
+++ b/treatment_effect_analysis/daily/regression/Gun_Violence_Data_B3/Gun_Violence_Data_B3_010.json
@@ -5,7 +5,7 @@
   "perspective": "user",
   "dataset_name": "Gun_Violence_Data",
   "table_path": "kaggle/Gun_Violence_Data",
-  "query": "I’ve been looking at this completed incident report from my area: one gun, located at 42.4729, -70.9499 in Massachusetts' 6th district, with no one injured and no one killed. My partner got a fantastic job offer in Pennsylvania, and we found a potential home at latitude 39.9909, longitude -75.5896. Uprooting our lives is a massive decision, and the crime statistics are a real part of the conversation. If we move, and an incident with the same other details—one gun, no injuries, complete report—occurred at that new address, would the predicted number of fatalities likely remain at zero? Tell me if it’s worth the peace of mind.",
+  "query": "I’ve been looking at this completed incident report from my area: one gun, located at 42.4729, -70.9499 in Massachusetts' 6th district, with no one injured and no one killed. My partner got a fantastic job offer in Pennsylvania, and we found a potential home at latitude 39.9909, longitude -75.5896. Uprooting our lives is a massive decision, and the crime statistics are a real part of the conversation. If we move, and an incident involving one gun, no injuries, and a complete report occurred at that new address, would the predicted number of fatalities likely remain at zero? Tell me if it’s worth the peace of mind.",
   "meta_info": {
     "domain": "daily"
   },
@@ -86,4 +86,4 @@
   },
   "response": "",
   "evaluation_score": {}
-}
\ No newline at end of file
+}
diff --git a/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/Data_Science_Job_Salaries_B3_001.json b/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/Data_Science_Job_Salaries_B3_001.json
index 6711efcf20ef69f5281dcbc08874ac285bc9451b..6a1dab0878ee0f8e33cdd7493634e03bdf5f9b6c 100644
--- a/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/Data_Science_Job_Salaries_B3_001.json
+++ b/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/Data_Science_Job_Salaries_B3_001.json
@@ -14,7 +14,6 @@
       {
         "scenario_id": "001",
         "features": {
-          "salary": "105000",
           "company_location": "US",
           "#": "",
           "employment_type": "FT",
@@ -31,7 +30,6 @@
       {
         "scenario_id": "002",
         "features": {
-          "salary": "105000",
           "company_location": "US",
           "#": "",
           "employment_type": "FT",
@@ -52,4 +50,4 @@
   },
   "response": "",
   "evaluation_score": {}
-}
\ No newline at end of file
+}
diff --git a/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/Data_Science_Job_Salaries_B3_002.json b/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/Data_Science_Job_Salaries_B3_002.json
index 4cad16d04249ece8b03bb016ae9829fe070c87f7..3d4cd95d1e4b68cdcf73ca10e025675a30ba1f98 100644
--- a/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/Data_Science_Job_Salaries_B3_002.json
+++ b/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/Data_Science_Job_Salaries_B3_002.json
@@ -14,7 +14,6 @@
       {
         "scenario_id": "001",
         "features": {
-          "salary": "126500",
           "company_location": "US",
           "#": "",
           "employment_type": "FT",
@@ -31,7 +30,6 @@
       {
         "scenario_id": "002",
         "features": {
-          "salary": "155000",
           "company_location": "US",
           "#": "",
           "employment_type": "FT",
@@ -52,4 +50,4 @@
   },
   "response": "",
   "evaluation_score": {}
-}
\ No newline at end of file
+}
diff --git a/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/Data_Science_Job_Salaries_B3_003.json b/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/Data_Science_Job_Salaries_B3_003.json
index e77366c13ebbf3273fa64b4d03886a265a2c5d84..4fd8b09bb9d1570d9c9fb95974f29e696ea41bdf 100644
--- a/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/Data_Science_Job_Salaries_B3_003.json
+++ b/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/Data_Science_Job_Salaries_B3_003.json
@@ -14,7 +14,6 @@
       {
         "scenario_id": "001",
         "features": {
-          "salary": "115934",
           "company_location": "US",
           "#": "",
           "employment_type": "FT",
@@ -31,7 +30,6 @@
       {
         "scenario_id": "002",
         "features": {
-          "salary": "242000",
           "company_location": "US",
           "#": "",
           "employment_type": "FT",
@@ -52,4 +50,4 @@
   },
   "response": "",
   "evaluation_score": {}
-}
\ No newline at end of file
+}
diff --git a/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/Data_Science_Job_Salaries_B3_004.json b/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/Data_Science_Job_Salaries_B3_004.json
index 2365336ee6434ae0a1b9a9778b275ed506724f46..bd2587aa79f10628c820295fc085ce276ba26d17 100644
--- a/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/Data_Science_Job_Salaries_B3_004.json
+++ b/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/Data_Science_Job_Salaries_B3_004.json
@@ -19,7 +19,6 @@
           "company_size": "M",
           "salary_in_usd": "99050",
           "remote_ratio": "100",
-          "salary": "99050",
           "#": "",
           "experience_level": "SE",
           "company_location": "US",
@@ -36,7 +35,6 @@
           "company_size": "M",
           "salary_in_usd": "205300",
           "remote_ratio": "0",
-          "salary": "205300",
           "#": "",
           "experience_level": "SE",
           "company_location": "US",
@@ -52,4 +50,4 @@
   },
   "response": "",
   "evaluation_score": {}
-}
\ No newline at end of file
+}
diff --git a/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/Data_Science_Job_Salaries_B3_005.json b/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/Data_Science_Job_Salaries_B3_005.json
index 1e69b593aaf3d189ecd317b44114db4db7df2651..b46940743ae21a74aca9ba5f7971832b9f368981 100644
--- a/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/Data_Science_Job_Salaries_B3_005.json
+++ b/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/Data_Science_Job_Salaries_B3_005.json
@@ -19,7 +19,6 @@
           "company_size": "M",
           "salary_in_usd": "128875",
           "remote_ratio": "100",
-          "salary": "128875",
           "#": "",
           "experience_level": "SE",
           "company_location": "US",
@@ -36,7 +35,6 @@
           "company_size": "M",
           "salary_in_usd": "152500",
           "remote_ratio": "100",
-          "salary": "152500",
           "#": "",
           "experience_level": "SE",
           "company_location": "US",
@@ -52,4 +50,4 @@
   },
   "response": "",
   "evaluation_score": {}
-}
\ No newline at end of file
+}
diff --git a/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/Data_Science_Job_Salaries_B3_006.json b/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/Data_Science_Job_Salaries_B3_006.json
index f20a6b20893d11226072b57e86cf5d4a91194f1d..c15c1e137d866ce5884b9eb6d3118102670fb749 100644
--- a/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/Data_Science_Job_Salaries_B3_006.json
+++ b/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/Data_Science_Job_Salaries_B3_006.json
@@ -19,7 +19,6 @@
           "company_size": "M",
           "salary_in_usd": "120000",
           "remote_ratio": "100",
-          "salary": "120000",
           "#": "",
           "experience_level": "SE",
           "company_location": "US",
@@ -36,7 +35,6 @@
           "company_size": "M",
           "salary_in_usd": "104890",
           "remote_ratio": "100",
-          "salary": "104890",
           "#": "",
           "experience_level": "SE",
           "company_location": "US",
@@ -52,4 +50,4 @@
   },
   "response": "",
   "evaluation_score": {}
-}
\ No newline at end of file
+}
diff --git a/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/Data_Science_Job_Salaries_B3_007.json b/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/Data_Science_Job_Salaries_B3_007.json
index dd82ef84494cbdc46b9024d0ec76d7fa753cc417..1ca2519b7cca84140a3ab760332797d894285c09 100644
--- a/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/Data_Science_Job_Salaries_B3_007.json
+++ b/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/Data_Science_Job_Salaries_B3_007.json
@@ -19,7 +19,6 @@
           "company_size": "L",
           "salary_in_usd": "150000",
           "remote_ratio": "100",
-          "salary": "150000",
           "#": "",
           "experience_level": "MI",
           "company_location": "US",
@@ -36,7 +35,6 @@
           "company_size": "L",
           "salary_in_usd": "270000",
           "remote_ratio": "100",
-          "salary": "270000",
           "#": "",
           "experience_level": "MI",
           "company_location": "US",
@@ -52,4 +50,4 @@
   },
   "response": "",
   "evaluation_score": {}
-}
\ No newline at end of file
+}
diff --git a/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/Data_Science_Job_Salaries_B3_008.json b/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/Data_Science_Job_Salaries_B3_008.json
index fa642b2bbe8b969880688583d67549275d12fcf2..c0f44cea2eb9cdb020217a2c807fe30d98661c71 100644
--- a/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/Data_Science_Job_Salaries_B3_008.json
+++ b/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/Data_Science_Job_Salaries_B3_008.json
@@ -19,7 +19,6 @@
           "company_size": "M",
           "salary_in_usd": "116000",
           "remote_ratio": "0",
-          "salary": "116000",
           "#": "",
           "experience_level": "SE",
           "company_location": "US",
@@ -36,7 +35,6 @@
           "company_size": "M",
           "salary_in_usd": "145000",
           "remote_ratio": "100",
-          "salary": "145000",
           "#": "",
           "experience_level": "SE",
           "company_location": "US",
@@ -52,4 +50,4 @@
   },
   "response": "",
   "evaluation_score": {}
-}
\ No newline at end of file
+}
diff --git a/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/Data_Science_Job_Salaries_B3_009.json b/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/Data_Science_Job_Salaries_B3_009.json
index 4d28f4d29e20a67e70647f41df3f6f29e07b091f..91e4072cfa8cf82b83df1b922e134e743f8cc05d 100644
--- a/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/Data_Science_Job_Salaries_B3_009.json
+++ b/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/Data_Science_Job_Salaries_B3_009.json
@@ -19,7 +19,6 @@
           "company_size": "L",
           "salary_in_usd": "158200",
           "remote_ratio": "100",
-          "salary": "158200",
           "#": "",
           "experience_level": "SE",
           "company_location": "US",
@@ -36,7 +35,6 @@
           "company_size": "M",
           "salary_in_usd": "170000",
           "remote_ratio": "100",
-          "salary": "170000",
           "#": "",
           "experience_level": "SE",
           "company_location": "US",
@@ -52,4 +50,4 @@
   },
   "response": "",
   "evaluation_score": {}
-}
\ No newline at end of file
+}
diff --git a/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/Data_Science_Job_Salaries_B3_010.json b/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/Data_Science_Job_Salaries_B3_010.json
index a3b0475a87fa4301d0e9fc5a24433bc9dabe8fb6..f954f042bea8c13cd04576c9d5d8e87926dc2ddb 100644
--- a/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/Data_Science_Job_Salaries_B3_010.json
+++ b/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/Data_Science_Job_Salaries_B3_010.json
@@ -16,7 +16,6 @@
         "features": {
           "remote_ratio": "100",
           "company_size": "M",
-          "salary": "144854",
           "employee_residence": "US",
           "work_year": "2022",
           "company_location": "US",
@@ -33,7 +32,6 @@
         "features": {
           "remote_ratio": "100",
           "company_size": "L",
-          "salary": "100800",
           "employee_residence": "US",
           "work_year": "2022",
           "company_location": "US",
@@ -52,4 +50,4 @@
   },
   "response": "",
   "evaluation_score": {}
-}
\ No newline at end of file
+}
diff --git a/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/current.csv b/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/current.csv
index 3b845911832d7539e84d595a1884f9ae8c5140fe..a1cbf1428f54b28046ac56c98df6f06e5d111e53 100644
--- a/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/current.csv
+++ b/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/current.csv
@@ -1,21 +1,21 @@
-Unnamed: 0,work_year,experience_level,employment_type,job_title,salary,salary_currency,salary_in_usd,employee_residence,remote_ratio,company_location,company_size
-584,2022,SE,FT,Data Analyst,105000,USD,105000,US,100,US,M
-456,2022,SE,FT,Data Engineer,105000,USD,105000,US,100,US,M
-308,2022,MI,FT,Data Analyst,126500,USD,126500,US,0,US,M
-290,2022,SE,FT,Data Analyst,155000,USD,155000,US,100,US,M
-540,2022,SE,FT,Data Analyst,115934,USD,115934,US,100,US,M
-309,2022,EX,FT,Data Engineer,242000,USD,242000,US,100,US,M
-548,2022,SE,FT,Data Analyst,99050,USD,99050,US,100,US,M
-558,2022,SE,FT,Data Scientist,205300,USD,205300,US,0,US,M
-340,2022,SE,FT,Data Engineer,128875,USD,128875,US,100,US,M
-516,2022,SE,FT,Data Science Manager,152500,USD,152500,US,100,US,M
-485,2022,SE,FT,Machine Learning Engineer,120000,USD,120000,US,100,US,M
-467,2022,SE,FT,Data Scientist,104890,USD,104890,US,100,US,M
-169,2021,MI,FT,Data Architect,150000,USD,150000,US,100,US,L
-78,2021,MI,CT,ML Engineer,270000,USD,270000,US,100,US,L
-306,2022,SE,FT,Data Analyst,116000,USD,116000,US,0,US,M
-556,2022,SE,FT,Data Engineer,145000,USD,145000,US,100,US,M
-399,2022,SE,FT,Data Scientist,158200,USD,158200,US,100,US,L
-597,2022,SE,FT,Data Analyst,170000,USD,170000,US,100,US,M
-591,2022,SE,FT,Data Architect,144854,USD,144854,US,100,US,M
-426,2022,SE,FT,Data Engineer,100800,USD,100800,US,100,US,L
+Unnamed: 0,work_year,experience_level,employment_type,job_title,salary_currency,salary_in_usd,employee_residence,remote_ratio,company_location,company_size
+584,2022,SE,FT,Data Analyst,USD,105000,US,100,US,M
+456,2022,SE,FT,Data Engineer,USD,105000,US,100,US,M
+308,2022,MI,FT,Data Analyst,USD,126500,US,0,US,M
+290,2022,SE,FT,Data Analyst,USD,155000,US,100,US,M
+540,2022,SE,FT,Data Analyst,USD,115934,US,100,US,M
+309,2022,EX,FT,Data Engineer,USD,242000,US,100,US,M
+548,2022,SE,FT,Data Analyst,USD,99050,US,100,US,M
+558,2022,SE,FT,Data Scientist,USD,205300,US,0,US,M
+340,2022,SE,FT,Data Engineer,USD,128875,US,100,US,M
+516,2022,SE,FT,Data Science Manager,USD,152500,US,100,US,M
+485,2022,SE,FT,Machine Learning Engineer,USD,120000,US,100,US,M
+467,2022,SE,FT,Data Scientist,USD,104890,US,100,US,M
+169,2021,MI,FT,Data Architect,USD,150000,US,100,US,L
+78,2021,MI,CT,ML Engineer,USD,270000,US,100,US,L
+306,2022,SE,FT,Data Analyst,USD,116000,US,0,US,M
+556,2022,SE,FT,Data Engineer,USD,145000,US,100,US,M
+399,2022,SE,FT,Data Scientist,USD,158200,US,100,US,L
+597,2022,SE,FT,Data Analyst,USD,170000,US,100,US,M
+591,2022,SE,FT,Data Architect,USD,144854,US,100,US,M
+426,2022,SE,FT,Data Engineer,USD,100800,US,100,US,L
diff --git a/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/history.csv b/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/history.csv
index c27e43066591b74bc8c1a746a5af2f6a0086e7a7..e3d580a54f7b796c3a26abe95647ecabaf6c46e0 100644
--- a/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/history.csv
+++ b/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/history.csv
@@ -1,589 +1,589 @@
-Unnamed: 0,work_year,experience_level,employment_type,job_title,salary,salary_currency,salary_in_usd,employee_residence,remote_ratio,company_location,company_size
-339,2022,SE,FT,Data Analyst,109280,USD,109280.0,US,100,US,M
-522,2022,MI,FT,Data Analyst,20000,USD,20000.0,GR,100,GR,S
-223,2021,MI,FT,Data Scientist,40900,GBP,56256.0,GB,50,GB,L
-589,2022,SE,FT,Data Analyst,60000,USD,60000.0,US,100,US,M
-16,2020,EN,FT,Data Engineer,4450000,JPY,41689.0,JP,100,JP,S
-149,2021,SE,FT,Cloud Data Engineer,160000,USD,160000.0,BR,100,US,S
-304,2022,EN,FT,Data Engineer,40000,GBP,52351.0,GB,100,GB,M
-553,2022,SE,FT,Data Scientist,144000,USD,144000.0,US,100,US,M
-495,2022,MI,FT,Machine Learning Scientist,153000,USD,153000.0,US,50,US,M
-443,2022,MI,FT,Data Engineer,60000,GBP,78526.0,GB,100,GB,M
-480,2022,SE,FT,Machine Learning Engineer,120000,USD,120000.0,AE,100,AE,S
-535,2022,SE,FT,Data Architect,213120,USD,213120.0,US,100,US,M
-227,2021,MI,FT,Data Scientist,75000,EUR,88654.0,DE,50,DE,L
-348,2022,SE,FT,Data Engineer,113000,USD,113000.0,US,0,US,L
-145,2021,SE,FT,Machine Learning Engineer,70000,EUR,82744.0,BE,50,BE,M
-334,2022,SE,FT,Data Engineer,165400,USD,165400.0,US,100,US,M
-18,2020,EN,FT,Data Science Consultant,423000,INR,5707.0,IN,50,IN,M
-133,2021,SE,FT,Computer Vision Engineer,24000,USD,24000.0,BR,100,BR,M
-560,2022,SE,FT,Analytics Engineer,205300,USD,205300.0,US,0,US,M
-241,2021,MI,FT,Data Analyst,80000,USD,80000.0,US,100,US,L
-301,2022,SE,FT,Data Scientist,80000,GBP,104702.0,GB,0,GB,M
-82,2021,MI,FT,Applied Data Scientist,68000,CAD,54238.0,GB,50,CA,L
-355,2022,SE,FT,Data Engineer,50000,GBP,65438.0,GB,0,GB,M
-347,2022,SE,FT,Data Scientist,95550,USD,95550.0,US,0,US,M
-229,2021,SE,FT,Data Analyst,90000,CAD,71786.0,CA,100,CA,M
-481,2022,SE,FT,Machine Learning Engineer,65000,USD,65000.0,AE,100,AE,S
-249,2021,SE,FT,Principal Data Analyst,170000,USD,170000.0,US,100,US,M
-577,2022,SE,FT,Data Analyst,150075,USD,150075.0,US,100,US,M
-117,2021,MI,FT,Data Science Engineer,34000,EUR,40189.0,GR,100,GR,M
-288,2021,MI,FT,Machine Learning Engineer,43200,EUR,51064.0,IT,50,IT,L
-142,2021,SE,FT,Data Engineering Manager,150000,USD,150000.0,US,0,US,L
-67,2020,SE,FT,Data Science Manager,190200,USD,190200.0,US,100,US,M
-428,2022,SE,FT,Data Scientist,140400,USD,140400.0,US,0,US,L
-55,2020,SE,FT,Principal Data Scientist,130000,EUR,148261.0,DE,100,DE,M
-527,2022,SE,FT,Data Analyst,135000,USD,135000.0,US,100,US,M
-342,2022,EX,FT,Head of Data Science,224000,USD,224000.0,US,100,US,M
-49,2020,MI,FT,Data Engineer,61500,EUR,70139.0,FR,50,FR,L
-325,2022,SE,FT,Data Analyst,124190,USD,124190.0,US,100,US,M
-438,2022,SE,FT,Machine Learning Engineer,189650,USD,189650.0,US,0,US,M
-421,2022,MI,FT,Data Science Manager,241000,USD,241000.0,US,100,US,M
-26,2020,EN,FT,Research Scientist,42000,USD,42000.0,NL,50,NL,L
-569,2022,SE,FT,Data Scientist,140000,USD,140000.0,US,100,US,M
-216,2021,EN,PT,Computer Vision Engineer,180000,DKK,28609.0,DK,50,DK,S
-515,2022,MI,FT,Data Scientist,48000,USD,48000.0,RU,100,US,S
-106,2021,MI,FT,Research Scientist,235000,CAD,187442.0,CA,100,CA,L
-28,2020,EN,CT,Business Data Analyst,100000,USD,100000.0,US,100,US,L
-461,2022,EN,FT,Financial Data Analyst,100000,USD,100000.0,US,50,US,L
-232,2021,SE,FT,Director of Data Engineering,200000,USD,200000.0,US,100,US,L
-419,2022,MI,FT,Machine Learning Scientist,160000,USD,160000.0,US,100,US,L
-258,2021,SE,FT,Machine Learning Engineer,185000,USD,185000.0,US,50,US,L
-408,2022,MI,FT,Data Analyst,40000,GBP,52351.0,GB,100,GB,M
-32,2020,SE,FT,Data Scientist,60000,EUR,68428.0,GR,100,US,L
-599,2022,MI,FT,Data Scientist,130000,USD,130000.0,US,100,US,M
-359,2022,SE,FT,Data Architect,90700,USD,90700.0,CA,100,CA,M
-436,2022,MI,FT,Data Engineer,60000,EUR,65949.0,ES,100,ES,M
-25,2020,EX,FT,Director of Data Science,325000,USD,325000.0,US,100,US,L
-570,2022,SE,FT,Data Scientist,210000,USD,210000.0,US,100,US,M
-80,2021,SE,FT,Data Analytics Engineer,67000,EUR,79197.0,DE,100,DE,L
-475,2022,MI,FT,Data Scientist,70000,GBP,91614.0,GB,0,GB,M
-36,2020,MI,FT,Data Science Consultant,103000,USD,103000.0,US,100,US,L
-179,2021,MI,FT,Data Scientist,420000,INR,5679.0,IN,100,US,S
-134,2021,EN,FT,Data Scientist,100000,USD,100000.0,US,0,US,S
-541,2022,SE,FT,Data Analyst,81666,USD,81666.0,US,100,US,M
-385,2022,SE,FT,Data Engineer,132320,USD,132320.0,US,100,US,M
-448,2022,SE,FT,Data Engineer,180000,USD,180000.0,US,100,US,M
-353,2022,SE,FT,Data Scientist,123000,USD,123000.0,US,100,US,M
-590,2022,SE,FT,Data Architect,192564,USD,192564.0,US,100,US,M
-261,2021,SE,FT,Data Analyst,54000,EUR,63831.0,DE,50,DE,L
-312,2022,MI,FT,Data Scientist,30000,GBP,39263.0,GB,0,GB,M
-123,2021,EN,FT,Applied Data Scientist,80000,GBP,110037.0,GB,0,GB,L
-201,2021,SE,FT,Machine Learning Infrastructure Engineer,195000,USD,195000.0,US,100,US,M
-521,2022,EN,FT,Computer Vision Engineer,10000,USD,10000.0,PT,100,LU,M
-53,2020,EN,FT,Data Engineer,48000,EUR,54742.0,PK,100,DE,L
-172,2021,EN,FT,Data Analyst,60000,USD,60000.0,US,100,US,S
-550,2022,SE,FT,Data Scientist,205300,USD,205300.0,US,0,US,L
-190,2021,SE,FT,Data Science Manager,152000,USD,152000.0,US,100,FR,L
-600,2022,EN,FT,Data Analyst,67000,USD,67000.0,CA,0,CA,M
-484,2022,SE,FT,Data Engineer,210000,USD,210000.0,US,100,US,M
-116,2021,MI,FT,Data Scientist,50000,USD,50000.0,NG,100,NG,L
-209,2021,SE,FT,Data Analytics Manager,120000,USD,120000.0,US,0,US,L
-415,2022,MI,FT,Data Engineer,45000,GBP,58894.0,GB,100,GB,M
-235,2021,MI,FT,Head of Data Science,110000,USD,110000.0,US,0,US,S
-97,2021,MI,FT,Financial Data Analyst,450000,USD,450000.0,US,100,US,L
-160,2021,EX,FT,Head of Data,230000,USD,230000.0,RU,50,RU,L
-175,2021,SE,FT,Data Engineering Manager,174000,USD,174000.0,US,100,US,L
-384,2022,EX,FT,Head of Machine Learning,6000000,INR,79039.0,IN,50,IN,L
-189,2021,MI,FT,Machine Learning Engineer,74000,USD,74000.0,JP,50,JP,S
-503,2022,MI,FT,Machine Learning Engineer,121000,AUD,87425.0,AU,100,AU,L
-328,2022,SE,FT,Data Analyst,170000,USD,170000.0,US,100,US,M
-320,2022,SE,FT,Data Engineer,132320,USD,132320.0,US,0,US,M
-41,2020,EX,FT,Data Engineering Manager,70000,EUR,79833.0,ES,50,ES,L
-596,2022,SE,FT,Data Scientist,210000,USD,210000.0,US,100,US,M
-75,2021,SE,FT,Data Scientist,45000,EUR,53192.0,FR,50,FR,L
-580,2022,SE,FT,Data Analyst,126500,USD,126500.0,US,100,US,M
-395,2022,SE,FT,Data Analytics Manager,105400,USD,105400.0,US,100,US,M
-361,2022,SE,FT,Data Analyst,61300,USD,61300.0,CA,100,CA,M
-251,2021,EN,FT,Data Scientist,90000,USD,90000.0,US,100,US,S
-512,2022,EN,FT,Data Engineer,65000,USD,65000.0,US,100,US,S
-50,2020,EN,FT,Data Analyst,450000,INR,6072.0,IN,0,IN,S
-119,2021,MI,FT,Data Engineer,200000,USD,200000.0,US,100,US,L
-210,2021,MI,FT,Machine Learning Engineer,21000,EUR,24823.0,SI,50,SI,L
-96,2021,EN,PT,AI Scientist,12000,USD,12000.0,BR,100,US,S
-391,2022,MI,FT,AI Scientist,120000,USD,120000.0,US,0,US,M
-135,2021,MI,FT,Data Analyst,90000,USD,90000.0,US,100,US,M
-47,2020,SE,FT,Data Engineer,188000,USD,188000.0,US,100,US,L
-573,2022,SE,FT,Data Analyst,69000,USD,69000.0,US,100,US,M
-151,2021,MI,FT,Data Scientist,150000,USD,150000.0,US,100,US,M
-121,2021,SE,FT,Principal Data Engineer,200000,USD,200000.0,US,100,US,M
-566,2022,SE,FT,Data Analyst,170000,USD,170000.0,US,100,US,M
-284,2021,MI,FT,Research Scientist,69999,USD,69999.0,CZ,50,CZ,L
-274,2021,SE,FT,Data Scientist,65720,EUR,77684.0,FR,50,FR,M
-85,2021,MI,FT,Data Engineer,110000,PLN,28476.0,PL,100,PL,L
-582,2022,SE,FT,Data Engineer,220110,USD,220110.0,US,100,US,M
-373,2022,MI,FT,ETL Developer,50000,EUR,54957.0,GR,0,GR,M
-392,2022,SE,FT,Data Analyst,112900,USD,112900.0,US,100,US,M
-161,2021,EX,FT,Head of Data Science,85000,USD,85000.0,RU,0,RU,M
-425,2022,MI,FT,Data Engineer,82900,USD,82900.0,US,0,US,M
-442,2022,MI,FT,Data Engineer,75000,GBP,98158.0,GB,100,GB,M
-268,2021,MI,FT,Data Engineer,250000,TRY,28016.0,TR,100,TR,M
-100,2021,MI,FT,Data Analyst,75000,USD,75000.0,US,0,US,L
-242,2021,MI,FT,Data Engineer,110000,USD,110000.0,US,100,US,L
-536,2022,SE,FT,Data Analyst,112900,USD,112900.0,US,100,US,M
-358,2022,SE,FT,Data Architect,192400,USD,192400.0,CA,100,CA,M
-170,2021,MI,FT,Data Architect,170000,USD,170000.0,US,100,US,L
-143,2021,MI,FT,Data Scientist,82500,USD,82500.0,US,100,US,S
-507,2022,MI,FT,Research Scientist,59000,EUR,64849.0,AT,0,AT,L
-217,2021,MI,FT,Data Scientist,76760,EUR,90734.0,DE,50,DE,L
-107,2021,SE,FT,Data Engineer,115000,USD,115000.0,US,100,US,S
-468,2022,SE,FT,Data Engineer,100000,USD,100000.0,US,100,US,M
-282,2021,MI,PT,Data Engineer,59000,EUR,69741.0,NL,100,NL,L
-424,2022,SE,FT,Data Scientist,80000,USD,80000.0,US,0,US,M
-511,2022,MI,FT,Business Data Analyst,90000,CAD,70912.0,CA,50,CA,L
-321,2022,SE,FT,Data Engineer,220110,USD,220110.0,US,0,US,M
-533,2022,SE,FT,Machine Learning Engineer,192600,USD,192600.0,US,100,US,M
-265,2021,SE,FT,Lead Data Engineer,160000,USD,160000.0,PR,50,US,S
-267,2021,MI,FT,Data Engineer,111775,USD,111775.0,US,0,US,M
-166,2021,EN,FT,Data Engineer,80000,USD,80000.0,US,100,US,L
-575,2022,SE,FT,Data Scientist,140000,USD,140000.0,US,100,US,M
-264,2021,MI,FT,Data Scientist,21600,EUR,25532.0,RS,100,DE,S
-122,2021,EN,FT,Data Analyst,50000,USD,50000.0,US,100,US,M
-23,2020,MI,FT,BI Data Analyst,98000,USD,98000.0,US,0,US,M
-39,2020,EN,FT,Machine Learning Engineer,138000,USD,138000.0,US,100,US,S
-524,2022,MI,FT,Data Scientist,135000,USD,135000.0,US,100,US,L
-15,2020,MI,FT,Data Analyst,8000,USD,8000.0,PK,50,PK,L
-68,2020,EN,FT,Data Scientist,105000,USD,105000.0,US,100,US,S
-140,2021,MI,FT,Data Analyst,135000,USD,135000.0,US,100,US,L
-233,2021,SE,FT,Data Analyst,200000,USD,200000.0,US,100,US,L
-125,2021,MI,FT,Principal Data Scientist,151000,USD,151000.0,US,100,US,L
-307,2022,MI,FT,Data Analyst,106260,USD,106260.0,US,0,US,M
-606,2022,MI,FT,AI Scientist,200000,USD,200000.0,IN,100,US,L
-440,2022,MI,FT,Data Analyst,40000,EUR,43966.0,GR,100,GR,M
-153,2021,EN,FT,Data Scientist,13400,USD,13400.0,UA,100,UA,L
-176,2021,MI,FT,Data Scientist,58000,MXN,2859.0,MX,0,MX,S
-457,2022,SE,FT,Lead Machine Learning Engineer,80000,EUR,87932.0,DE,0,DE,M
-277,2021,SE,FT,AI Scientist,55000,USD,55000.0,ES,100,ES,L
-2,2020,SE,FT,Big Data Engineer,85000,GBP,109024.0,GB,50,GB,M
-3,2020,MI,FT,Product Data Analyst,20000,USD,20000.0,HN,0,HN,S
-92,2021,MI,FT,Lead Data Analyst,1450000,INR,19609.0,IN,100,IN,L
-196,2021,EN,FT,BI Data Analyst,9272,USD,9272.0,KE,100,KE,S
-6,2020,SE,FT,Lead Data Scientist,190000,USD,190000.0,US,100,US,S
-79,2021,EN,FT,Data Analyst,80000,USD,80000.0,US,100,US,M
-567,2022,MI,FT,Data Analyst,50000,GBP,65438.0,GB,0,GB,M
-490,2022,SE,FT,Head of Data,200000,USD,200000.0,MY,100,US,M
-30,2020,MI,FT,Data Engineering Manager,51999,EUR,59303.0,DE,100,DE,S
-382,2022,SE,FT,Data Analyst,128875,USD,128875.0,US,100,US,M
-105,2021,MI,FT,Data Analyst,37456,GBP,51519.0,GB,50,GB,L
-83,2021,MI,FT,Machine Learning Engineer,40000,EUR,47282.0,ES,100,ES,S
-37,2020,EN,FT,Machine Learning Engineer,250000,USD,250000.0,US,50,US,L
-360,2022,SE,FT,Data Analyst,130000,USD,130000.0,CA,100,CA,M
-130,2021,EN,FT,Machine Learning Developer,100000,USD,100000.0,IQ,50,IQ,S
-455,2022,MI,FT,NLP Engineer,240000,CNY,37236.0,US,50,US,L
-317,2022,SE,FT,Data Scientist,120160,USD,120160.0,US,100,US,M
-459,2022,MI,FT,Data Scientist,2400000,INR,31615.0,IN,100,IN,L
-412,2022,MI,FT,Data Engineer,60000,EUR,65949.0,GR,100,GR,M
-266,2021,MI,FT,Data Engineer,93150,USD,93150.0,US,0,US,M
-91,2021,EN,FT,Data Science Consultant,65000,EUR,76833.0,DE,100,DE,S
-52,2020,EN,FT,AI Scientist,300000,DKK,45896.0,DK,50,DK,S
-491,2022,MI,FT,Principal Data Analyst,75000,USD,75000.0,CA,100,CA,S
-374,2022,MI,FT,ETL Developer,50000,EUR,54957.0,GR,0,GR,M
-505,2022,EN,FT,Data Scientist,120000,AUD,86703.0,AU,50,AU,M
-500,2022,SE,FT,Machine Learning Engineer,57000,EUR,62651.0,NL,100,NL,L
-254,2021,MI,FT,Data Analyst,93000,USD,93000.0,US,100,US,L
-472,2022,SE,FT,Data Scientist,220000,USD,220000.0,US,100,US,M
-60,2020,MI,FT,Data Engineer,110000,USD,110000.0,US,100,US,L
-293,2022,MI,FT,Data Scientist,90000,USD,90000.0,US,0,US,M
-349,2022,SE,FT,Data Analyst,135000,USD,135000.0,US,100,US,M
-341,2022,SE,FT,Data Engineer,93700,USD,93700.0,US,100,US,M
-397,2022,MI,FT,Data Engineer,90000,GBP,117789.0,GB,0,GB,M
-144,2021,MI,FT,Data Engineer,100000,USD,100000.0,US,100,US,L
-502,2022,EN,FT,Data Scientist,40000,USD,40000.0,JP,100,MY,L
-576,2022,SE,FT,Data Scientist,210000,USD,210000.0,US,100,US,M
-244,2021,EN,FT,AI Scientist,1335000,INR,18053.0,IN,100,AS,S
-73,2021,EX,FT,BI Data Analyst,150000,USD,150000.0,IN,100,US,L
-101,2021,SE,FT,Data Engineer,150000,USD,150000.0,US,100,US,L
-230,2021,EN,FT,Big Data Engineer,1200000,INR,16228.0,IN,100,IN,L
-237,2021,MI,FT,Data Scientist,39600,EUR,46809.0,ES,100,ES,M
-383,2022,SE,FT,Data Analyst,93700,USD,93700.0,US,100,US,M
-54,2020,SE,FL,Computer Vision Engineer,60000,USD,60000.0,RU,100,US,S
-281,2021,EN,FT,Research Scientist,100000,USD,100000.0,JE,0,CN,L
-482,2022,EX,FT,Data Engineer,324000,USD,324000.0,US,100,US,M
-300,2022,SE,FT,Data Scientist,90000,GBP,117789.0,GB,0,GB,M
-70,2020,MI,FT,Data Scientist,55000,EUR,62726.0,FR,50,LU,S
-108,2021,SE,FT,Data Engineer,150000,USD,150000.0,US,100,US,M
-81,2021,MI,FT,Data Engineer,140000,USD,140000.0,US,100,US,L
-564,2022,SE,FT,Data Analyst,116150,USD,116150.0,US,100,US,M
-487,2022,EN,PT,Data Scientist,100000,USD,100000.0,DZ,50,DZ,M
-269,2021,EN,FT,Data Engineer,55000,EUR,65013.0,DE,50,DE,M
-303,2022,SE,FT,Data Scientist,123000,USD,123000.0,US,100,US,M
-283,2021,SE,CT,Staff Data Scientist,105000,USD,105000.0,US,100,US,M
-389,2022,MI,FT,Machine Learning Engineer,95000,GBP,124333.0,GB,0,GB,M
-506,2022,MI,FT,Applied Machine Learning Scientist,75000,USD,75000.0,BO,100,US,L
-51,2020,EN,FT,Data Analyst,91000,USD,91000.0,US,100,US,L
-489,2022,EN,CT,Applied Machine Learning Scientist,29000,EUR,31875.0,TN,100,CZ,M
-430,2022,MI,FT,Data Analyst,40000,EUR,43966.0,ES,100,ES,M
-204,2021,MI,FT,Data Scientist,160000,USD,160000.0,US,100,US,L
-409,2022,SE,FT,Data Scientist,180000,USD,180000.0,US,100,US,M
-499,2022,EN,FT,Data Scientist,66500,CAD,52396.0,CA,100,CA,L
-529,2022,SE,FT,Data Analyst,90320,USD,90320.0,US,100,US,M
-296,2022,SE,FT,Data Analyst,102100,USD,102100.0,US,100,US,M
-183,2021,SE,FT,Finance Data Analyst,45000,GBP,61896.0,GB,50,GB,L
-497,2022,SE,FT,Data Scientist,165000,USD,165000.0,US,100,US,M
-501,2022,MI,FT,Head of Data,30000,EUR,32974.0,EE,100,EE,S
-65,2020,EN,FT,Data Scientist,55000,EUR,62726.0,DE,50,DE,S
-431,2022,MI,FT,Data Analyst,30000,EUR,32974.0,ES,100,ES,M
-35,2020,MI,FT,Data Engineer,65000,EUR,74130.0,AT,50,AT,L
-256,2021,MI,FT,Data Engineer,200000,USD,200000.0,US,100,US,L
-514,2022,EN,FT,Data Analytics Engineer,20000,USD,20000.0,PK,0,PK,M
-470,2022,MI,FT,Data Analyst,135000,USD,135000.0,US,100,US,M
-354,2022,SE,FT,Data Engineer,60000,GBP,78526.0,GB,0,GB,M
-259,2021,EX,FT,Director of Data Science,120000,EUR,141846.0,DE,0,DE,L
-226,2021,SE,FT,Data Scientist,110000,CAD,87738.0,CA,100,CA,S
-528,2022,SE,FT,Data Analyst,100000,USD,100000.0,US,100,US,M
-95,2021,MI,FT,Cloud Data Engineer,120000,SGD,89294.0,SG,50,SG,L
-331,2022,SE,FT,Data Analyst,90320,USD,90320.0,US,100,US,M
-401,2022,SE,FT,Data Engineer,154600,USD,154600.0,US,100,US,L
-571,2022,SE,FT,Data Scientist,140000,USD,140000.0,US,100,US,M
-332,2022,SE,FT,Data Analyst,112900,USD,112900.0,US,100,US,M
-184,2021,MI,FL,Machine Learning Scientist,12000,USD,12000.0,PK,50,PK,M
-543,2022,MI,FT,Data Engineer,99100,USD,99100.0,US,0,US,M
-174,2021,SE,FT,Research Scientist,51400,EUR,60757.0,PT,50,PT,L
-454,2022,EN,FT,Computer Vision Engineer,125000,USD,125000.0,US,0,US,M
-464,2022,SE,FT,Principal Data Scientist,148000,EUR,162674.0,DE,100,DE,M
-407,2022,SE,FT,Data Engineer,183600,USD,183600.0,US,100,US,L
-102,2021,MI,FT,BI Data Analyst,11000000,HUF,36259.0,HU,50,US,L
-165,2021,SE,FT,Data Specialist,165000,USD,165000.0,US,100,US,L
-147,2021,MI,FT,Data Engineer,90000,USD,90000.0,US,100,US,L
-488,2022,MI,FL,Data Scientist,100000,USD,100000.0,CA,100,US,M
-344,2022,EX,FT,Analytics Engineer,175000,USD,175000.0,US,100,US,M
-404,2022,SE,FT,Data Engineer,175000,USD,175000.0,US,100,US,M
-494,2022,SE,FT,Data Scientist,100000,USD,100000.0,BR,100,US,M
-111,2021,SE,FT,Director of Data Engineering,82500,GBP,113476.0,GB,100,GB,M
-496,2022,EN,FT,Data Engineer,52800,EUR,58035.0,PK,100,DE,M
-604,2022,SE,FT,Data Analyst,129000,USD,129000.0,US,0,US,M
-587,2022,SE,FT,Data Scientist,140000,USD,140000.0,US,100,US,M
-220,2021,MI,FT,Machine Learning Engineer,180000,PLN,46597.0,PL,100,PL,L
-297,2022,SE,FT,Data Analyst,84900,USD,84900.0,US,100,US,M
-530,2022,MI,FT,Data Analyst,85000,USD,85000.0,CA,0,CA,M
-234,2021,MI,FT,Data Architect,180000,USD,180000.0,US,100,US,L
-310,2022,EX,FT,Data Engineer,200000,USD,200000.0,US,100,US,M
-291,2022,SE,FT,Data Analyst,120600,USD,120600.0,US,100,US,M
-10,2020,EN,FT,Data Scientist,45000,EUR,51321.0,FR,0,FR,S
-603,2022,SE,FT,Data Engineer,126000,USD,126000.0,US,100,US,M
-156,2021,MI,FT,Data Scientist,160000,SGD,119059.0,SG,100,IL,M
-463,2022,EN,FT,Data Scientist,1400000,INR,18442.0,IN,100,IN,M
-315,2022,SE,FT,Data Scientist,165220,USD,165220.0,US,100,US,M
-477,2022,SE,FT,Machine Learning Engineer,220000,USD,220000.0,US,100,US,M
-402,2022,SE,FT,Data Analyst,115934,USD,115934.0,US,0,US,M
-45,2020,EN,PT,ML Engineer,14000,EUR,15966.0,DE,100,DE,S
-292,2022,MI,FT,Data Scientist,130000,USD,130000.0,US,0,US,M
-99,2021,MI,FT,Computer Vision Software Engineer,81000,EUR,95746.0,DE,100,US,S
-273,2021,EN,FT,Machine Learning Engineer,85000,USD,85000.0,NL,100,DE,S
-352,2022,SE,FT,Data Scientist,167000,USD,167000.0,US,100,US,M
-187,2021,EX,FT,Data Science Consultant,59000,EUR,69741.0,FR,100,ES,S
-350,2022,SE,FT,Data Science Manager,161342,USD,161342.0,US,100,US,M
-555,2022,SE,FT,Data Engineer,160000,USD,160000.0,US,100,US,M
-403,2022,SE,FT,Data Analyst,81666,USD,81666.0,US,0,US,M
-87,2021,MI,FT,Data Analytics Engineer,110000,USD,110000.0,US,100,US,L
-34,2020,MI,FT,Data Analyst,41000,EUR,46759.0,FR,50,FR,L
-228,2021,SE,FT,Data Scientist,135000,USD,135000.0,US,0,US,L
-4,2020,SE,FT,Machine Learning Engineer,150000,USD,150000.0,US,50,US,L
-559,2022,SE,FT,Data Scientist,140400,USD,140400.0,US,0,US,M
-1,2020,SE,FT,Machine Learning Scientist,260000,USD,260000.0,JP,0,JP,S
-27,2020,SE,FT,Data Engineer,720000,MXN,33511.0,MX,0,MX,S
-200,2021,MI,FT,Data Scientist,52000,EUR,61467.0,DE,50,AT,M
-182,2021,MI,FT,Data Engineer,22000,EUR,26005.0,RO,0,US,L
-188,2021,SE,FT,Data Engineer,65000,EUR,76833.0,RO,50,GB,S
-458,2022,MI,FT,Business Data Analyst,1400000,INR,18442.0,IN,100,IN,M
-90,2021,SE,FT,Marketing Data Analyst,75000,EUR,88654.0,GR,100,DK,L
-58,2020,SE,FT,Data Scientist,120000,USD,120000.0,US,50,US,L
-141,2021,SE,FT,Data Science Manager,240000,USD,240000.0,US,0,US,L
-33,2020,MI,FT,Research Scientist,450000,USD,450000.0,US,0,US,M
-48,2020,MI,FT,Data Scientist,105000,USD,105000.0,US,100,US,L
-19,2020,MI,FT,Lead Data Engineer,56000,USD,56000.0,PT,100,US,M
-380,2022,SE,FT,Data Engineer,136994,USD,136994.0,US,100,US,M
-66,2020,EN,FT,Data Scientist,43200,EUR,49268.0,DE,0,DE,S
-112,2021,SE,FT,Lead Data Engineer,75000,GBP,103160.0,GB,100,GB,S
-12,2020,EN,FT,Data Scientist,35000,EUR,39916.0,FR,0,FR,M
-345,2022,SE,FT,Data Engineer,156600,USD,156600.0,US,100,US,M
-86,2021,EN,FT,Data Analyst,50000,EUR,59102.0,FR,50,FR,M
-585,2022,SE,FT,Data Analyst,110925,USD,110925.0,US,100,US,M
-163,2021,EN,FT,Data Science Consultant,54000,EUR,63831.0,DE,50,DE,L
-581,2022,SE,FT,Data Analyst,106260,USD,106260.0,US,100,US,M
-109,2021,EN,FT,Data Engineer,2250000,INR,30428.0,IN,100,IN,L
-554,2022,SE,FT,Data Engineer,200100,USD,200100.0,US,100,US,M
-595,2022,SE,FT,Data Analytics Manager,109280,USD,109280.0,US,100,US,M
-552,2022,SE,FT,Data Scientist,176000,USD,176000.0,US,100,US,M
-238,2021,EN,FT,Data Scientist,4000,USD,4000.0,VN,0,VN,M
-295,2022,MI,FT,Data Engineer,150000,USD,150000.0,US,100,US,M
-207,2021,SE,FT,Data Engineer,165000,USD,165000.0,US,0,US,M
-531,2022,MI,FT,Data Analyst,75000,USD,75000.0,CA,0,CA,M
-343,2022,EX,FT,Head of Data Science,167875,USD,167875.0,US,100,US,M
-508,2022,EN,FT,Research Scientist,120000,USD,120000.0,US,100,US,L
-246,2021,EN,FT,Data Scientist,31000,EUR,36643.0,FR,50,FR,L
-478,2022,MI,FT,Data Scientist,200000,USD,200000.0,US,100,US,M
-247,2021,MI,FT,Data Engineer,108000,TRY,12103.0,TR,0,TR,M
-20,2020,MI,FT,Machine Learning Engineer,299000,CNY,43331.0,CN,0,CN,M
-460,2022,MI,FT,Machine Learning Infrastructure Engineer,53000,EUR,58255.0,PT,50,PT,L
-127,2021,MI,FT,Data Scientist,700000,INR,9466.0,IN,0,IN,S
-474,2022,MI,FT,Data Scientist,140000,GBP,183228.0,GB,0,GB,M
-517,2022,MI,FT,Data Engineer,62000,EUR,68147.0,FR,100,FR,M
-113,2021,EN,PT,AI Scientist,12000,USD,12000.0,PK,100,US,M
-148,2021,SE,FT,Data Engineering Manager,153000,USD,153000.0,US,100,US,L
-205,2021,MI,FT,Data Scientist,69600,BRL,12901.0,BR,0,BR,S
-546,2022,SE,FT,Data Engineer,110500,USD,110500.0,US,100,US,M
-330,2022,SE,FT,Data Analyst,112900,USD,112900.0,US,100,US,M
-314,2022,MI,FT,Data Engineer,40000,GBP,52351.0,GB,0,GB,M
-583,2022,SE,FT,Data Engineer,160080,USD,160080.0,US,100,US,M
-131,2021,EN,FT,Data Scientist,42000,EUR,49646.0,FR,50,FR,M
-579,2022,SE,FT,Data Engineer,25000,USD,25000.0,US,100,US,M
-452,2022,EX,FT,Director of Data Science,250000,CAD,196979.0,CA,50,CA,L
-62,2020,EN,PT,Data Scientist,19000,EUR,21669.0,IT,50,IT,S
-257,2021,SE,FT,Principal Data Scientist,147000,EUR,173762.0,DE,100,DE,M
-523,2022,SE,FT,Data Analytics Lead,405000,USD,405000.0,US,100,US,L
-462,2022,MI,PT,Data Engineer,50000,EUR,54957.0,DE,50,DE,L
-40,2020,MI,FT,Data Scientist,45760,USD,45760.0,PH,100,US,S
-420,2022,MI,FT,Machine Learning Scientist,112300,USD,112300.0,US,100,US,L
-336,2022,MI,FT,Data Analyst,167000,USD,167000.0,US,100,US,M
-513,2022,SE,FT,Machine Learning Engineer,65000,EUR,71444.0,IE,100,IE,S
-450,2022,SE,FT,Data Engineer,80000,USD,80000.0,US,100,US,M
-177,2021,MI,FT,Data Scientist,30400000,CLP,40038.0,CL,100,CL,L
-422,2022,MI,FT,Data Science Manager,159000,USD,159000.0,US,100,US,M
-263,2021,SE,FT,Machine Learning Engineer,4900000,INR,66265.0,IN,0,IN,L
-103,2021,MI,FT,Data Analyst,62000,USD,62000.0,US,0,US,L
-545,2022,SE,FT,Data Engineer,115000,USD,115000.0,US,100,US,M
-278,2021,SE,FT,Data Scientist,180000,TRY,20171.0,TR,50,TR,L
-270,2021,EN,FT,Data Engineer,72500,USD,72500.0,US,100,US,L
-250,2021,MI,FT,Data Scientist,115000,USD,115000.0,US,50,US,L
-5,2020,EN,FT,Data Analyst,72000,USD,72000.0,US,100,US,L
-118,2021,EN,FT,Data Analyst,90000,USD,90000.0,US,100,US,S
-252,2021,EX,FT,Principal Data Engineer,600000,USD,600000.0,US,100,US,L
-114,2021,MI,FT,Data Engineer,38400,EUR,45391.0,NL,100,NL,L
-369,2022,SE,FT,Data Scientist,170000,USD,170000.0,US,100,US,M
-221,2021,MI,FT,Data Scientist,85000,GBP,116914.0,GB,50,GB,L
-572,2022,SE,FT,Data Analyst,100000,USD,100000.0,US,100,US,M
-302,2022,SE,FT,Data Scientist,146000,USD,146000.0,US,100,US,M
-155,2021,SE,FT,Data Science Engineer,159500,CAD,127221.0,CA,50,CA,L
-427,2022,MI,FT,Data Engineer,45000,EUR,49461.0,ES,100,ES,M
-193,2021,SE,FT,Data Science Manager,174000,USD,174000.0,US,100,US,L
-365,2022,SE,FT,Data Scientist,138600,USD,138600.0,US,100,US,M
-13,2020,MI,FT,Lead Data Analyst,87000,USD,87000.0,US,100,US,L
-437,2022,MI,FT,Data Engineer,80000,EUR,87932.0,GR,100,GR,M
-69,2020,SE,FT,Data Scientist,80000,EUR,91237.0,AT,0,AT,S
-538,2022,MI,FT,Data Scientist,141300,USD,141300.0,US,0,US,M
-253,2021,EN,FT,Data Scientist,2100000,INR,28399.0,IN,100,IN,M
-136,2021,MI,FT,ML Engineer,7000000,JPY,63711.0,JP,50,JP,S
-38,2020,EN,FT,Data Analyst,10000,USD,10000.0,NG,100,NG,S
-526,2022,MI,FT,Data Scientist,78000,USD,78000.0,US,100,US,M
-159,2021,EN,FT,Machine Learning Engineer,125000,USD,125000.0,US,100,US,S
-57,2020,MI,FT,Data Scientist,118000,USD,118000.0,US,100,US,M
-157,2021,MI,FT,Applied Machine Learning Scientist,423000,USD,423000.0,US,50,US,L
-42,2020,MI,FT,Machine Learning Infrastructure Engineer,44000,EUR,50180.0,PT,0,PT,M
-245,2021,MI,FT,Data Engineer,52500,GBP,72212.0,GB,50,GB,L
-338,2022,SE,FT,Data Analyst,136600,USD,136600.0,US,100,US,M
-578,2022,SE,FT,Data Engineer,100000,USD,100000.0,US,100,US,M
-594,2022,SE,FT,Data Analytics Manager,150260,USD,150260.0,US,100,US,M
-446,2022,SE,FT,Data Engineer,209100,USD,209100.0,US,100,US,L
-562,2022,SE,FT,Data Engineer,175100,USD,175100.0,US,100,US,M
-525,2022,SE,FT,Applied Data Scientist,177000,USD,177000.0,US,100,US,L
-551,2022,SE,FT,Data Scientist,140400,USD,140400.0,US,0,US,L
-329,2022,MI,FT,Data Analyst,115500,USD,115500.0,US,100,US,M
-298,2022,SE,FT,Data Scientist,136620,USD,136620.0,US,100,US,M
-378,2022,SE,FT,Data Architect,208775,USD,208775.0,US,100,US,M
-453,2022,MI,FT,Machine Learning Engineer,120000,USD,120000.0,US,100,US,S
-206,2021,SE,FT,Machine Learning Engineer,200000,USD,200000.0,US,100,US,L
-213,2021,EN,FT,Big Data Engineer,435000,INR,5882.0,IN,0,CH,L
-356,2022,SE,FT,Data Scientist,150000,USD,150000.0,US,0,US,M
-367,2022,MI,FT,Data Analyst,58000,USD,58000.0,US,0,US,S
-387,2022,SE,FT,Data Analyst,164000,USD,164000.0,US,0,US,M
-128,2021,EN,FT,Machine Learning Engineer,20000,USD,20000.0,IN,100,IN,S
-469,2022,SE,FT,Data Scientist,140000,USD,140000.0,US,100,US,M
-549,2022,SE,FT,Data Engineer,160000,USD,160000.0,US,100,US,M
-124,2021,EN,PT,Data Analyst,8760,EUR,10354.0,ES,50,ES,M
-11,2020,MI,FT,Data Scientist,3000000,INR,40481.0,IN,0,IN,L
-162,2021,MI,FT,Data Engineer,24000,EUR,28369.0,MT,50,MT,L
-563,2022,SE,FT,Data Engineer,140250,USD,140250.0,US,100,US,M
-414,2022,MI,FT,Data Engineer,60000,GBP,78526.0,GB,100,GB,M
-471,2022,MI,FT,Data Analyst,50000,USD,50000.0,US,100,US,M
-222,2021,MI,FT,Data Scientist,2500000,INR,33808.0,IN,0,IN,M
-180,2021,MI,FT,Big Data Engineer,1672000,INR,22611.0,IN,0,IN,L
-311,2022,MI,FT,Data Scientist,50000,GBP,65438.0,GB,0,GB,M
-434,2022,MI,FT,Data Engineer,80000,GBP,104702.0,GB,100,GB,M
-605,2022,SE,FT,Data Analyst,150000,USD,150000.0,US,100,US,M
-492,2022,MI,FT,Data Scientist,150000,PLN,35590.0,PL,100,PL,L
-592,2022,SE,FT,Data Scientist,230000,USD,230000.0,US,100,US,M
-194,2021,SE,FT,Research Scientist,120500,CAD,96113.0,CA,50,CA,L
-8,2020,MI,FT,Business Data Analyst,135000,USD,135000.0,US,100,US,L
-214,2021,EN,FT,Machine Learning Engineer,21000,EUR,24823.0,DE,50,DE,M
-447,2022,SE,FT,Data Engineer,154600,USD,154600.0,US,100,US,L
-43,2020,MI,FT,Data Engineer,106000,USD,106000.0,US,100,US,L
-588,2022,SE,FT,Data Analyst,99000,USD,99000.0,US,0,US,M
-203,2021,SE,FT,Research Scientist,50000,USD,50000.0,FR,100,US,S
-305,2022,SE,FT,Data Analyst,99000,USD,99000.0,US,0,US,M
-286,2021,SE,FT,Head of Data,87000,EUR,102839.0,SI,100,SI,L
-394,2022,SE,FT,Data Analytics Manager,145000,USD,145000.0,US,100,US,M
-542,2022,MI,FT,Data Engineer,206699,USD,206699.0,US,0,US,M
-377,2022,SE,FT,Data Engineer,165400,USD,165400.0,US,100,US,M
-59,2020,MI,FT,Data Scientist,138350,USD,138350.0,US,100,US,M
-7,2020,MI,FT,Data Scientist,11000000,HUF,35735.0,HU,50,HU,L
-379,2022,SE,FT,Data Architect,147800,USD,147800.0,US,100,US,M
-520,2022,MI,FT,Data Scientist,88000,CAD,69336.0,CA,100,CA,M
-357,2022,SE,FT,Data Scientist,211500,USD,211500.0,US,100,US,M
-14,2020,MI,FT,Data Analyst,85000,USD,85000.0,US,100,US,L
-561,2022,SE,FT,Analytics Engineer,184700,USD,184700.0,US,0,US,M
-77,2021,MI,PT,3D Computer Vision Researcher,400000,INR,5409.0,IN,50,IN,M
-479,2022,MI,FT,Data Scientist,120000,USD,120000.0,US,100,US,M
-574,2022,SE,FT,Data Scientist,210000,USD,210000.0,US,100,US,M
-9,2020,SE,FT,Lead Data Engineer,125000,USD,125000.0,NZ,50,NZ,S
-219,2021,SE,FT,Data Analytics Manager,140000,USD,140000.0,US,100,US,L
-539,2022,MI,FT,Data Scientist,102100,USD,102100.0,US,0,US,M
-243,2021,SE,FT,Data Scientist,165000,USD,165000.0,US,100,US,L
-388,2022,SE,FT,Data Engineer,155000,USD,155000.0,US,100,US,M
-376,2022,SE,FT,Data Analyst,132000,USD,132000.0,US,0,US,M
-93,2021,SE,FT,Lead Data Engineer,276000,USD,276000.0,US,0,US,L
-152,2021,MI,FT,Data Scientist,95000,CAD,75774.0,CA,100,CA,L
-272,2021,EN,FT,Data Science Consultant,65000,EUR,76833.0,DE,0,DE,L
-285,2021,SE,FT,Data Science Manager,7000000,INR,94665.0,IN,50,IN,L
-444,2022,SE,FT,Data Scientist,215300,USD,215300.0,US,0,US,L
-195,2021,MI,FT,Data Scientist,147000,USD,147000.0,US,50,US,L
-410,2022,MI,FT,Data Scientist,55000,GBP,71982.0,GB,0,GB,M
-486,2022,SE,FT,Data Scientist,230000,USD,230000.0,US,100,US,M
-202,2021,MI,FT,Data Scientist,32000,EUR,37825.0,ES,100,ES,L
-29,2020,SE,FT,Machine Learning Manager,157000,CAD,117104.0,CA,50,CA,L
-0,2020,MI,FT,Data Scientist,70000,EUR,79833.0,DE,0,DE,L
-271,2021,SE,FT,Computer Vision Engineer,102000,BRL,18907.0,BR,0,BR,M
-466,2022,SE,FT,Research Scientist,144000,USD,144000.0,US,50,US,L
-150,2021,SE,FT,Director of Data Science,168000,USD,168000.0,JP,0,JP,S
-393,2022,SE,FT,Data Analyst,90320,USD,90320.0,US,100,US,M
-405,2022,MI,FT,Data Engineer,75000,GBP,98158.0,GB,0,GB,M
-239,2021,EN,FT,Data Engineer,1600000,INR,21637.0,IN,50,IN,M
-601,2022,EN,FT,Data Analyst,52000,USD,52000.0,CA,0,CA,M
-24,2020,MI,FT,Lead Data Scientist,115000,USD,115000.0,AE,0,AE,L
-72,2021,EN,FT,Research Scientist,60000,GBP,82528.0,GB,50,GB,L
-137,2021,MI,FT,ML Engineer,8500000,JPY,77364.0,JP,50,JP,S
-509,2022,MI,FT,Applied Data Scientist,157000,USD,157000.0,US,100,US,L
-294,2022,MI,FT,Data Engineer,170000,USD,170000.0,US,100,US,M
-120,2021,MI,FT,Big Data Engineer,60000,USD,60000.0,ES,50,RO,M
-255,2021,SE,FT,Big Data Architect,125000,CAD,99703.0,CA,50,CA,M
-129,2021,SE,FT,Lead Data Scientist,3000000,INR,40570.0,IN,50,IN,L
-98,2021,EN,FT,Computer Vision Software Engineer,70000,USD,70000.0,US,100,US,M
-371,2022,SE,FT,Machine Learning Engineer,189650,USD,189650.0,US,0,US,M
-565,2022,SE,FT,Data Engineer,54000,USD,54000.0,US,0,US,M
-198,2021,SE,FT,Data Science Manager,4000000,INR,54094.0,IN,50,US,L
-46,2020,MI,FT,Data Scientist,60000,GBP,76958.0,GB,100,GB,S
-534,2022,SE,FT,Data Architect,266400,USD,266400.0,US,100,US,M
-504,2022,SE,FT,Data Engineer,115000,USD,115000.0,US,100,US,M
-56,2020,MI,FT,Data Scientist,34000,EUR,38776.0,ES,100,ES,M
-557,2022,SE,FT,Data Engineer,70500,USD,70500.0,US,0,US,M
-139,2021,EN,FT,Data Scientist,80000,USD,,US,100,US,M
-74,2021,EX,FT,Head of Data,235000,USD,,US,100,US,L
-390,2022,MI,FT,Machine Learning Engineer,75000,GBP,,GB,0,GB,M
-476,2022,SE,FT,Data Scientist,185100,USD,,US,100,US,M
-168,2021,EN,FT,BI Data Analyst,55000,USD,,US,50,US,S
-435,2022,MI,FT,Data Engineer,70000,GBP,,GB,100,GB,M
-224,2021,SE,FT,Machine Learning Scientist,225000,USD,,US,100,CA,L
-248,2021,SE,FT,Data Engineer,70000,GBP,,GB,50,GB,L
-326,2022,EX,FT,Data Analyst,130000,USD,,US,100,US,M
-110,2021,SE,FT,Machine Learning Engineer,80000,EUR,,DE,50,DE,L
-299,2022,SE,FT,Data Scientist,99360,USD,,US,100,US,M
-441,2022,MI,FT,Data Analyst,30000,EUR,,GR,100,GR,M
-322,2022,SE,FT,Data Engineer,160080,USD,,US,0,US,M
-417,2022,SE,FT,Data Science Engineer,60000,USD,,AR,100,MX,L
-313,2022,MI,FT,Data Engineer,60000,GBP,,GB,0,GB,M
-316,2022,EN,FT,Data Engineer,35000,GBP,,GB,100,GB,M
-398,2022,SE,FT,Data Scientist,215300,USD,,US,100,US,L
-78,2021,MI,CT,ML Engineer,270000,USD,,US,100,US,L
-537,2022,SE,FT,Data Engineer,155000,USD,,US,100,US,M
-218,2021,MI,FT,Machine Learning Engineer,75000,EUR,,BE,100,BE,M
-21,2020,MI,FT,Product Data Analyst,450000,INR,,IN,100,IN,L
-445,2022,MI,FT,Data Engineer,70000,EUR,,GR,100,GR,M
-22,2020,SE,FT,Data Engineer,42000,EUR,,GR,50,GR,L
-115,2021,EN,FT,Machine Learning Scientist,225000,USD,,US,100,US,L
-406,2022,MI,FT,Data Analyst,58000,USD,,US,0,US,S
-280,2021,MI,FT,Data Engineer,112000,USD,,US,100,US,L
-532,2022,SE,FT,Machine Learning Engineer,214000,USD,,US,100,US,M
-154,2021,SE,FT,Data Science Manager,144000,USD,,US,100,US,L
-363,2022,SE,FT,Data Analyst,61300,USD,,CA,100,CA,M
-231,2021,SE,FT,ML Engineer,256000,USD,,US,100,US,S
-327,2022,EX,FT,Data Analyst,110000,USD,,US,100,US,M
-433,2022,MI,FT,Data Engineer,70000,EUR,,ES,100,ES,M
-164,2021,EX,FT,Director of Data Science,110000,EUR,,DE,50,DE,M
-158,2021,SE,FT,Data Analytics Manager,120000,USD,,US,100,US,M
-236,2021,MI,FT,Research Scientist,80000,CAD,,CA,100,CA,M
-400,2022,SE,FT,Data Engineer,209100,USD,,US,100,US,L
-192,2021,MI,FT,Big Data Engineer,18000,USD,,MD,0,MD,S
-568,2022,SE,FT,Data Analyst,80000,USD,,US,100,US,M
-413,2022,MI,FT,Data Engineer,45000,EUR,,GR,100,GR,M
-132,2021,MI,FT,Applied Machine Learning Scientist,38400,USD,,VN,100,US,M
-362,2022,SE,FT,Data Analyst,130000,USD,,CA,100,CA,M
-381,2022,SE,FT,Data Engineer,101570,USD,,US,100,US,M
-71,2020,MI,FT,Data Scientist,37000,EUR,,FR,50,FR,S
-518,2022,MI,FT,Data Scientist,115000,CHF,,CH,0,CH,L
-432,2022,MI,FT,Data Engineer,80000,EUR,,ES,100,ES,M
-375,2022,EX,FT,Lead Data Engineer,150000,CAD,,CA,100,CA,S
-346,2022,SE,FT,Data Engineer,108800,USD,,US,0,US,M
-185,2021,MI,FT,Data Engineer,4000,USD,,IR,100,IR,M
-519,2022,SE,FT,Applied Data Scientist,380000,USD,,US,100,US,L
-126,2021,SE,FT,Machine Learning Scientist,120000,USD,,US,50,US,S
-451,2022,MI,FT,Machine Learning Developer,100000,CAD,,CA,100,CA,M
-368,2022,EX,FT,Analytics Engineer,135000,USD,,US,100,US,M
-181,2021,MI,FT,Data Scientist,76760,EUR,,DE,50,DE,L
-64,2020,SE,FT,Machine Learning Engineer,40000,EUR,,HR,100,HR,S
-178,2021,EN,FT,Machine Learning Engineer,81000,USD,,US,50,US,S
-323,2022,SE,FT,Data Scientist,180000,USD,,US,0,US,L
-211,2021,MI,FT,Research Scientist,48000,EUR,,FR,50,FR,S
-104,2021,MI,FT,Data Scientist,73000,USD,,US,0,US,L
-449,2022,EN,FT,ML Engineer,20000,EUR,,PT,100,PT,L
-318,2022,SE,FT,Data Analyst,90320,USD,,US,100,US,M
-208,2021,MI,FL,Data Engineer,20000,USD,,IT,0,US,L
-215,2021,SE,FT,Principal Data Engineer,185000,USD,,US,100,US,L
-275,2021,EN,FT,Data Scientist,100000,USD,,US,100,US,M
-544,2022,SE,FT,Data Engineer,130000,USD,,US,100,US,M
-586,2022,MI,FT,Data Analyst,35000,GBP,,GB,0,GB,M
-416,2022,SE,FT,Data Scientist,260000,USD,,US,100,US,M
-370,2022,SE,FT,Data Scientist,123000,USD,,US,100,US,M
-429,2022,MI,FT,Data Analyst,30000,GBP,,GB,100,GB,M
-191,2021,EN,FT,Machine Learning Engineer,21844,USD,,CO,50,CO,M
-319,2022,SE,FT,Data Engineer,181940,USD,,US,0,US,M
-262,2021,MI,FT,Data Scientist,1250000,INR,,IN,100,IN,S
-61,2020,MI,FT,Data Engineer,130800,USD,,ES,100,US,M
-240,2021,SE,FT,Data Scientist,130000,CAD,,CA,100,CA,L
-473,2022,SE,FT,Data Scientist,140000,USD,,US,100,US,M
-351,2022,SE,FT,Data Science Manager,137141,USD,,US,100,US,M
-44,2020,MI,FT,Data Engineer,88000,GBP,,GB,50,GB,L
-364,2022,SE,FT,Data Engineer,160000,USD,,US,0,US,L
-84,2021,EX,FT,Director of Data Science,130000,EUR,,IT,100,PL,L
-418,2022,MI,FT,Data Engineer,63900,USD,,US,0,US,M
-510,2022,EN,FT,Computer Vision Software Engineer,150000,USD,,AU,100,AU,S
-199,2021,EN,FT,Data Science Consultant,90000,USD,,US,100,US,S
-287,2021,MI,FT,Data Scientist,109000,USD,,US,50,US,L
-17,2020,SE,FT,Big Data Engineer,100000,EUR,,PL,100,GB,S
-411,2022,MI,FT,Data Scientist,35000,GBP,,GB,0,GB,M
-335,2022,SE,FT,Data Engineer,132320,USD,,US,100,US,M
-386,2022,EN,FT,Machine Learning Engineer,28500,GBP,,GB,100,GB,L
-483,2022,EX,FT,Data Engineer,216000,USD,,US,100,US,M
-439,2022,SE,FT,Machine Learning Engineer,164996,USD,,US,0,US,M
-76,2021,MI,FT,BI Data Analyst,100000,USD,,US,100,US,M
-89,2021,SE,FT,Data Analyst,80000,USD,,BG,100,US,S
-602,2022,SE,FT,Data Engineer,154000,USD,,US,100,US,M
-94,2021,EN,FT,Data Scientist,2200000,INR,,IN,50,IN,L
-31,2020,EN,FT,Big Data Engineer,70000,USD,,US,100,US,L
-260,2021,MI,FT,Data Scientist,130000,USD,,US,50,US,L
-396,2022,MI,FT,Machine Learning Engineer,80000,EUR,,FR,100,DE,M
-171,2021,MI,FT,Data Engineer,60000,GBP,,GB,100,GB,L
-88,2021,SE,FT,Lead Data Analyst,170000,USD,,US,100,US,L
-146,2021,MI,FT,Research Scientist,53000,EUR,,FR,50,FR,M
-465,2022,EN,FT,Data Engineer,120000,USD,,US,100,US,M
-493,2022,SE,FT,Machine Learning Developer,100000,CAD,,CA,100,CA,M
-598,2022,MI,FT,Data Scientist,160000,USD,,US,100,US,M
-333,2022,SE,FT,Data Analyst,90320,USD,,US,100,US,M
-423,2022,SE,FT,Data Scientist,180000,USD,,US,0,US,M
-593,2022,SE,FT,Data Scientist,150000,USD,,US,100,US,M
-279,2021,EN,FT,Business Data Analyst,50000,EUR,,LU,100,LU,L
-337,2022,SE,FT,Data Engineer,243900,USD,,US,100,US,M
-276,2021,EN,FT,Data Scientist,58000,USD,,US,50,US,L
-212,2021,MI,FT,Data Engineer,48000,GBP,,HK,50,GB,S
-173,2021,SE,FT,Principal Data Scientist,235000,USD,,US,100,US,L
-225,2021,EX,CT,Principal Data Scientist,416000,USD,,US,100,US,S
-63,2020,SE,FT,Data Scientist,412000,USD,,US,100,US,L
-186,2021,SE,FT,Data Analytics Engineer,50000,USD,,VN,100,GB,M
-289,2022,SE,FT,Data Engineer,135000,USD,,US,100,US,M
-138,2021,SE,FT,Principal Data Scientist,220000,USD,,US,0,US,L
-372,2022,SE,FT,Machine Learning Engineer,164996,USD,,US,0,US,M
-498,2022,SE,FT,Research Scientist,85000,EUR,,FR,50,FR,L
-547,2022,SE,FT,Data Engineer,130000,USD,,US,100,US,M
-197,2021,SE,FT,Machine Learning Engineer,1799997,INR,,IN,100,IN,L
-167,2021,EX,FT,Director of Data Science,250000,USD,,US,0,US,L
-366,2022,SE,FT,Data Engineer,136000,USD,,US,0,US,M
-324,2022,SE,FT,Data Scientist,120000,USD,,US,0,US,L
+Unnamed: 0,work_year,experience_level,employment_type,job_title,salary_currency,salary_in_usd,employee_residence,remote_ratio,company_location,company_size
+339,2022,SE,FT,Data Analyst,USD,109280.0,US,100,US,M
+522,2022,MI,FT,Data Analyst,USD,20000.0,GR,100,GR,S
+223,2021,MI,FT,Data Scientist,GBP,56256.0,GB,50,GB,L
+589,2022,SE,FT,Data Analyst,USD,60000.0,US,100,US,M
+16,2020,EN,FT,Data Engineer,JPY,41689.0,JP,100,JP,S
+149,2021,SE,FT,Cloud Data Engineer,USD,160000.0,BR,100,US,S
+304,2022,EN,FT,Data Engineer,GBP,52351.0,GB,100,GB,M
+553,2022,SE,FT,Data Scientist,USD,144000.0,US,100,US,M
+495,2022,MI,FT,Machine Learning Scientist,USD,153000.0,US,50,US,M
+443,2022,MI,FT,Data Engineer,GBP,78526.0,GB,100,GB,M
+480,2022,SE,FT,Machine Learning Engineer,USD,120000.0,AE,100,AE,S
+535,2022,SE,FT,Data Architect,USD,213120.0,US,100,US,M
+227,2021,MI,FT,Data Scientist,EUR,88654.0,DE,50,DE,L
+348,2022,SE,FT,Data Engineer,USD,113000.0,US,0,US,L
+145,2021,SE,FT,Machine Learning Engineer,EUR,82744.0,BE,50,BE,M
+334,2022,SE,FT,Data Engineer,USD,165400.0,US,100,US,M
+18,2020,EN,FT,Data Science Consultant,INR,5707.0,IN,50,IN,M
+133,2021,SE,FT,Computer Vision Engineer,USD,24000.0,BR,100,BR,M
+560,2022,SE,FT,Analytics Engineer,USD,205300.0,US,0,US,M
+241,2021,MI,FT,Data Analyst,USD,80000.0,US,100,US,L
+301,2022,SE,FT,Data Scientist,GBP,104702.0,GB,0,GB,M
+82,2021,MI,FT,Applied Data Scientist,CAD,54238.0,GB,50,CA,L
+355,2022,SE,FT,Data Engineer,GBP,65438.0,GB,0,GB,M
+347,2022,SE,FT,Data Scientist,USD,95550.0,US,0,US,M
+229,2021,SE,FT,Data Analyst,CAD,71786.0,CA,100,CA,M
+481,2022,SE,FT,Machine Learning Engineer,USD,65000.0,AE,100,AE,S
+249,2021,SE,FT,Principal Data Analyst,USD,170000.0,US,100,US,M
+577,2022,SE,FT,Data Analyst,USD,150075.0,US,100,US,M
+117,2021,MI,FT,Data Science Engineer,EUR,40189.0,GR,100,GR,M
+288,2021,MI,FT,Machine Learning Engineer,EUR,51064.0,IT,50,IT,L
+142,2021,SE,FT,Data Engineering Manager,USD,150000.0,US,0,US,L
+67,2020,SE,FT,Data Science Manager,USD,190200.0,US,100,US,M
+428,2022,SE,FT,Data Scientist,USD,140400.0,US,0,US,L
+55,2020,SE,FT,Principal Data Scientist,EUR,148261.0,DE,100,DE,M
+527,2022,SE,FT,Data Analyst,USD,135000.0,US,100,US,M
+342,2022,EX,FT,Head of Data Science,USD,224000.0,US,100,US,M
+49,2020,MI,FT,Data Engineer,EUR,70139.0,FR,50,FR,L
+325,2022,SE,FT,Data Analyst,USD,124190.0,US,100,US,M
+438,2022,SE,FT,Machine Learning Engineer,USD,189650.0,US,0,US,M
+421,2022,MI,FT,Data Science Manager,USD,241000.0,US,100,US,M
+26,2020,EN,FT,Research Scientist,USD,42000.0,NL,50,NL,L
+569,2022,SE,FT,Data Scientist,USD,140000.0,US,100,US,M
+216,2021,EN,PT,Computer Vision Engineer,DKK,28609.0,DK,50,DK,S
+515,2022,MI,FT,Data Scientist,USD,48000.0,RU,100,US,S
+106,2021,MI,FT,Research Scientist,CAD,187442.0,CA,100,CA,L
+28,2020,EN,CT,Business Data Analyst,USD,100000.0,US,100,US,L
+461,2022,EN,FT,Financial Data Analyst,USD,100000.0,US,50,US,L
+232,2021,SE,FT,Director of Data Engineering,USD,200000.0,US,100,US,L
+419,2022,MI,FT,Machine Learning Scientist,USD,160000.0,US,100,US,L
+258,2021,SE,FT,Machine Learning Engineer,USD,185000.0,US,50,US,L
+408,2022,MI,FT,Data Analyst,GBP,52351.0,GB,100,GB,M
+32,2020,SE,FT,Data Scientist,EUR,68428.0,GR,100,US,L
+599,2022,MI,FT,Data Scientist,USD,130000.0,US,100,US,M
+359,2022,SE,FT,Data Architect,USD,90700.0,CA,100,CA,M
+436,2022,MI,FT,Data Engineer,EUR,65949.0,ES,100,ES,M
+25,2020,EX,FT,Director of Data Science,USD,325000.0,US,100,US,L
+570,2022,SE,FT,Data Scientist,USD,210000.0,US,100,US,M
+80,2021,SE,FT,Data Analytics Engineer,EUR,79197.0,DE,100,DE,L
+475,2022,MI,FT,Data Scientist,GBP,91614.0,GB,0,GB,M
+36,2020,MI,FT,Data Science Consultant,USD,103000.0,US,100,US,L
+179,2021,MI,FT,Data Scientist,INR,5679.0,IN,100,US,S
+134,2021,EN,FT,Data Scientist,USD,100000.0,US,0,US,S
+541,2022,SE,FT,Data Analyst,USD,81666.0,US,100,US,M
+385,2022,SE,FT,Data Engineer,USD,132320.0,US,100,US,M
+448,2022,SE,FT,Data Engineer,USD,180000.0,US,100,US,M
+353,2022,SE,FT,Data Scientist,USD,123000.0,US,100,US,M
+590,2022,SE,FT,Data Architect,USD,192564.0,US,100,US,M
+261,2021,SE,FT,Data Analyst,EUR,63831.0,DE,50,DE,L
+312,2022,MI,FT,Data Scientist,GBP,39263.0,GB,0,GB,M
+123,2021,EN,FT,Applied Data Scientist,GBP,110037.0,GB,0,GB,L
+201,2021,SE,FT,Machine Learning Infrastructure Engineer,USD,195000.0,US,100,US,M
+521,2022,EN,FT,Computer Vision Engineer,USD,10000.0,PT,100,LU,M
+53,2020,EN,FT,Data Engineer,EUR,54742.0,PK,100,DE,L
+172,2021,EN,FT,Data Analyst,USD,60000.0,US,100,US,S
+550,2022,SE,FT,Data Scientist,USD,205300.0,US,0,US,L
+190,2021,SE,FT,Data Science Manager,USD,152000.0,US,100,FR,L
+600,2022,EN,FT,Data Analyst,USD,67000.0,CA,0,CA,M
+484,2022,SE,FT,Data Engineer,USD,210000.0,US,100,US,M
+116,2021,MI,FT,Data Scientist,USD,50000.0,NG,100,NG,L
+209,2021,SE,FT,Data Analytics Manager,USD,120000.0,US,0,US,L
+415,2022,MI,FT,Data Engineer,GBP,58894.0,GB,100,GB,M
+235,2021,MI,FT,Head of Data Science,USD,110000.0,US,0,US,S
+97,2021,MI,FT,Financial Data Analyst,USD,450000.0,US,100,US,L
+160,2021,EX,FT,Head of Data,USD,230000.0,RU,50,RU,L
+175,2021,SE,FT,Data Engineering Manager,USD,174000.0,US,100,US,L
+384,2022,EX,FT,Head of Machine Learning,INR,79039.0,IN,50,IN,L
+189,2021,MI,FT,Machine Learning Engineer,USD,74000.0,JP,50,JP,S
+503,2022,MI,FT,Machine Learning Engineer,AUD,87425.0,AU,100,AU,L
+328,2022,SE,FT,Data Analyst,USD,170000.0,US,100,US,M
+320,2022,SE,FT,Data Engineer,USD,132320.0,US,0,US,M
+41,2020,EX,FT,Data Engineering Manager,EUR,79833.0,ES,50,ES,L
+596,2022,SE,FT,Data Scientist,USD,210000.0,US,100,US,M
+75,2021,SE,FT,Data Scientist,EUR,53192.0,FR,50,FR,L
+580,2022,SE,FT,Data Analyst,USD,126500.0,US,100,US,M
+395,2022,SE,FT,Data Analytics Manager,USD,105400.0,US,100,US,M
+361,2022,SE,FT,Data Analyst,USD,61300.0,CA,100,CA,M
+251,2021,EN,FT,Data Scientist,USD,90000.0,US,100,US,S
+512,2022,EN,FT,Data Engineer,USD,65000.0,US,100,US,S
+50,2020,EN,FT,Data Analyst,INR,6072.0,IN,0,IN,S
+119,2021,MI,FT,Data Engineer,USD,200000.0,US,100,US,L
+210,2021,MI,FT,Machine Learning Engineer,EUR,24823.0,SI,50,SI,L
+96,2021,EN,PT,AI Scientist,USD,12000.0,BR,100,US,S
+391,2022,MI,FT,AI Scientist,USD,120000.0,US,0,US,M
+135,2021,MI,FT,Data Analyst,USD,90000.0,US,100,US,M
+47,2020,SE,FT,Data Engineer,USD,188000.0,US,100,US,L
+573,2022,SE,FT,Data Analyst,USD,69000.0,US,100,US,M
+151,2021,MI,FT,Data Scientist,USD,150000.0,US,100,US,M
+121,2021,SE,FT,Principal Data Engineer,USD,200000.0,US,100,US,M
+566,2022,SE,FT,Data Analyst,USD,170000.0,US,100,US,M
+284,2021,MI,FT,Research Scientist,USD,69999.0,CZ,50,CZ,L
+274,2021,SE,FT,Data Scientist,EUR,77684.0,FR,50,FR,M
+85,2021,MI,FT,Data Engineer,PLN,28476.0,PL,100,PL,L
+582,2022,SE,FT,Data Engineer,USD,220110.0,US,100,US,M
+373,2022,MI,FT,ETL Developer,EUR,54957.0,GR,0,GR,M
+392,2022,SE,FT,Data Analyst,USD,112900.0,US,100,US,M
+161,2021,EX,FT,Head of Data Science,USD,85000.0,RU,0,RU,M
+425,2022,MI,FT,Data Engineer,USD,82900.0,US,0,US,M
+442,2022,MI,FT,Data Engineer,GBP,98158.0,GB,100,GB,M
+268,2021,MI,FT,Data Engineer,TRY,28016.0,TR,100,TR,M
+100,2021,MI,FT,Data Analyst,USD,75000.0,US,0,US,L
+242,2021,MI,FT,Data Engineer,USD,110000.0,US,100,US,L
+536,2022,SE,FT,Data Analyst,USD,112900.0,US,100,US,M
+358,2022,SE,FT,Data Architect,USD,192400.0,CA,100,CA,M
+170,2021,MI,FT,Data Architect,USD,170000.0,US,100,US,L
+143,2021,MI,FT,Data Scientist,USD,82500.0,US,100,US,S
+507,2022,MI,FT,Research Scientist,EUR,64849.0,AT,0,AT,L
+217,2021,MI,FT,Data Scientist,EUR,90734.0,DE,50,DE,L
+107,2021,SE,FT,Data Engineer,USD,115000.0,US,100,US,S
+468,2022,SE,FT,Data Engineer,USD,100000.0,US,100,US,M
+282,2021,MI,PT,Data Engineer,EUR,69741.0,NL,100,NL,L
+424,2022,SE,FT,Data Scientist,USD,80000.0,US,0,US,M
+511,2022,MI,FT,Business Data Analyst,CAD,70912.0,CA,50,CA,L
+321,2022,SE,FT,Data Engineer,USD,220110.0,US,0,US,M
+533,2022,SE,FT,Machine Learning Engineer,USD,192600.0,US,100,US,M
+265,2021,SE,FT,Lead Data Engineer,USD,160000.0,PR,50,US,S
+267,2021,MI,FT,Data Engineer,USD,111775.0,US,0,US,M
+166,2021,EN,FT,Data Engineer,USD,80000.0,US,100,US,L
+575,2022,SE,FT,Data Scientist,USD,140000.0,US,100,US,M
+264,2021,MI,FT,Data Scientist,EUR,25532.0,RS,100,DE,S
+122,2021,EN,FT,Data Analyst,USD,50000.0,US,100,US,M
+23,2020,MI,FT,BI Data Analyst,USD,98000.0,US,0,US,M
+39,2020,EN,FT,Machine Learning Engineer,USD,138000.0,US,100,US,S
+524,2022,MI,FT,Data Scientist,USD,135000.0,US,100,US,L
+15,2020,MI,FT,Data Analyst,USD,8000.0,PK,50,PK,L
+68,2020,EN,FT,Data Scientist,USD,105000.0,US,100,US,S
+140,2021,MI,FT,Data Analyst,USD,135000.0,US,100,US,L
+233,2021,SE,FT,Data Analyst,USD,200000.0,US,100,US,L
+125,2021,MI,FT,Principal Data Scientist,USD,151000.0,US,100,US,L
+307,2022,MI,FT,Data Analyst,USD,106260.0,US,0,US,M
+606,2022,MI,FT,AI Scientist,USD,200000.0,IN,100,US,L
+440,2022,MI,FT,Data Analyst,EUR,43966.0,GR,100,GR,M
+153,2021,EN,FT,Data Scientist,USD,13400.0,UA,100,UA,L
+176,2021,MI,FT,Data Scientist,MXN,2859.0,MX,0,MX,S
+457,2022,SE,FT,Lead Machine Learning Engineer,EUR,87932.0,DE,0,DE,M
+277,2021,SE,FT,AI Scientist,USD,55000.0,ES,100,ES,L
+2,2020,SE,FT,Big Data Engineer,GBP,109024.0,GB,50,GB,M
+3,2020,MI,FT,Product Data Analyst,USD,20000.0,HN,0,HN,S
+92,2021,MI,FT,Lead Data Analyst,INR,19609.0,IN,100,IN,L
+196,2021,EN,FT,BI Data Analyst,USD,9272.0,KE,100,KE,S
+6,2020,SE,FT,Lead Data Scientist,USD,190000.0,US,100,US,S
+79,2021,EN,FT,Data Analyst,USD,80000.0,US,100,US,M
+567,2022,MI,FT,Data Analyst,GBP,65438.0,GB,0,GB,M
+490,2022,SE,FT,Head of Data,USD,200000.0,MY,100,US,M
+30,2020,MI,FT,Data Engineering Manager,EUR,59303.0,DE,100,DE,S
+382,2022,SE,FT,Data Analyst,USD,128875.0,US,100,US,M
+105,2021,MI,FT,Data Analyst,GBP,51519.0,GB,50,GB,L
+83,2021,MI,FT,Machine Learning Engineer,EUR,47282.0,ES,100,ES,S
+37,2020,EN,FT,Machine Learning Engineer,USD,250000.0,US,50,US,L
+360,2022,SE,FT,Data Analyst,USD,130000.0,CA,100,CA,M
+130,2021,EN,FT,Machine Learning Developer,USD,100000.0,IQ,50,IQ,S
+455,2022,MI,FT,NLP Engineer,CNY,37236.0,US,50,US,L
+317,2022,SE,FT,Data Scientist,USD,120160.0,US,100,US,M
+459,2022,MI,FT,Data Scientist,INR,31615.0,IN,100,IN,L
+412,2022,MI,FT,Data Engineer,EUR,65949.0,GR,100,GR,M
+266,2021,MI,FT,Data Engineer,USD,93150.0,US,0,US,M
+91,2021,EN,FT,Data Science Consultant,EUR,76833.0,DE,100,DE,S
+52,2020,EN,FT,AI Scientist,DKK,45896.0,DK,50,DK,S
+491,2022,MI,FT,Principal Data Analyst,USD,75000.0,CA,100,CA,S
+374,2022,MI,FT,ETL Developer,EUR,54957.0,GR,0,GR,M
+505,2022,EN,FT,Data Scientist,AUD,86703.0,AU,50,AU,M
+500,2022,SE,FT,Machine Learning Engineer,EUR,62651.0,NL,100,NL,L
+254,2021,MI,FT,Data Analyst,USD,93000.0,US,100,US,L
+472,2022,SE,FT,Data Scientist,USD,220000.0,US,100,US,M
+60,2020,MI,FT,Data Engineer,USD,110000.0,US,100,US,L
+293,2022,MI,FT,Data Scientist,USD,90000.0,US,0,US,M
+349,2022,SE,FT,Data Analyst,USD,135000.0,US,100,US,M
+341,2022,SE,FT,Data Engineer,USD,93700.0,US,100,US,M
+397,2022,MI,FT,Data Engineer,GBP,117789.0,GB,0,GB,M
+144,2021,MI,FT,Data Engineer,USD,100000.0,US,100,US,L
+502,2022,EN,FT,Data Scientist,USD,40000.0,JP,100,MY,L
+576,2022,SE,FT,Data Scientist,USD,210000.0,US,100,US,M
+244,2021,EN,FT,AI Scientist,INR,18053.0,IN,100,AS,S
+73,2021,EX,FT,BI Data Analyst,USD,150000.0,IN,100,US,L
+101,2021,SE,FT,Data Engineer,USD,150000.0,US,100,US,L
+230,2021,EN,FT,Big Data Engineer,INR,16228.0,IN,100,IN,L
+237,2021,MI,FT,Data Scientist,EUR,46809.0,ES,100,ES,M
+383,2022,SE,FT,Data Analyst,USD,93700.0,US,100,US,M
+54,2020,SE,FL,Computer Vision Engineer,USD,60000.0,RU,100,US,S
+281,2021,EN,FT,Research Scientist,USD,100000.0,JE,0,CN,L
+482,2022,EX,FT,Data Engineer,USD,324000.0,US,100,US,M
+300,2022,SE,FT,Data Scientist,GBP,117789.0,GB,0,GB,M
+70,2020,MI,FT,Data Scientist,EUR,62726.0,FR,50,LU,S
+108,2021,SE,FT,Data Engineer,USD,150000.0,US,100,US,M
+81,2021,MI,FT,Data Engineer,USD,140000.0,US,100,US,L
+564,2022,SE,FT,Data Analyst,USD,116150.0,US,100,US,M
+487,2022,EN,PT,Data Scientist,USD,100000.0,DZ,50,DZ,M
+269,2021,EN,FT,Data Engineer,EUR,65013.0,DE,50,DE,M
+303,2022,SE,FT,Data Scientist,USD,123000.0,US,100,US,M
+283,2021,SE,CT,Staff Data Scientist,USD,105000.0,US,100,US,M
+389,2022,MI,FT,Machine Learning Engineer,GBP,124333.0,GB,0,GB,M
+506,2022,MI,FT,Applied Machine Learning Scientist,USD,75000.0,BO,100,US,L
+51,2020,EN,FT,Data Analyst,USD,91000.0,US,100,US,L
+489,2022,EN,CT,Applied Machine Learning Scientist,EUR,31875.0,TN,100,CZ,M
+430,2022,MI,FT,Data Analyst,EUR,43966.0,ES,100,ES,M
+204,2021,MI,FT,Data Scientist,USD,160000.0,US,100,US,L
+409,2022,SE,FT,Data Scientist,USD,180000.0,US,100,US,M
+499,2022,EN,FT,Data Scientist,CAD,52396.0,CA,100,CA,L
+529,2022,SE,FT,Data Analyst,USD,90320.0,US,100,US,M
+296,2022,SE,FT,Data Analyst,USD,102100.0,US,100,US,M
+183,2021,SE,FT,Finance Data Analyst,GBP,61896.0,GB,50,GB,L
+497,2022,SE,FT,Data Scientist,USD,165000.0,US,100,US,M
+501,2022,MI,FT,Head of Data,EUR,32974.0,EE,100,EE,S
+65,2020,EN,FT,Data Scientist,EUR,62726.0,DE,50,DE,S
+431,2022,MI,FT,Data Analyst,EUR,32974.0,ES,100,ES,M
+35,2020,MI,FT,Data Engineer,EUR,74130.0,AT,50,AT,L
+256,2021,MI,FT,Data Engineer,USD,200000.0,US,100,US,L
+514,2022,EN,FT,Data Analytics Engineer,USD,20000.0,PK,0,PK,M
+470,2022,MI,FT,Data Analyst,USD,135000.0,US,100,US,M
+354,2022,SE,FT,Data Engineer,GBP,78526.0,GB,0,GB,M
+259,2021,EX,FT,Director of Data Science,EUR,141846.0,DE,0,DE,L
+226,2021,SE,FT,Data Scientist,CAD,87738.0,CA,100,CA,S
+528,2022,SE,FT,Data Analyst,USD,100000.0,US,100,US,M
+95,2021,MI,FT,Cloud Data Engineer,SGD,89294.0,SG,50,SG,L
+331,2022,SE,FT,Data Analyst,USD,90320.0,US,100,US,M
+401,2022,SE,FT,Data Engineer,USD,154600.0,US,100,US,L
+571,2022,SE,FT,Data Scientist,USD,140000.0,US,100,US,M
+332,2022,SE,FT,Data Analyst,USD,112900.0,US,100,US,M
+184,2021,MI,FL,Machine Learning Scientist,USD,12000.0,PK,50,PK,M
+543,2022,MI,FT,Data Engineer,USD,99100.0,US,0,US,M
+174,2021,SE,FT,Research Scientist,EUR,60757.0,PT,50,PT,L
+454,2022,EN,FT,Computer Vision Engineer,USD,125000.0,US,0,US,M
+464,2022,SE,FT,Principal Data Scientist,EUR,162674.0,DE,100,DE,M
+407,2022,SE,FT,Data Engineer,USD,183600.0,US,100,US,L
+102,2021,MI,FT,BI Data Analyst,HUF,36259.0,HU,50,US,L
+165,2021,SE,FT,Data Specialist,USD,165000.0,US,100,US,L
+147,2021,MI,FT,Data Engineer,USD,90000.0,US,100,US,L
+488,2022,MI,FL,Data Scientist,USD,100000.0,CA,100,US,M
+344,2022,EX,FT,Analytics Engineer,USD,175000.0,US,100,US,M
+404,2022,SE,FT,Data Engineer,USD,175000.0,US,100,US,M
+494,2022,SE,FT,Data Scientist,USD,100000.0,BR,100,US,M
+111,2021,SE,FT,Director of Data Engineering,GBP,113476.0,GB,100,GB,M
+496,2022,EN,FT,Data Engineer,EUR,58035.0,PK,100,DE,M
+604,2022,SE,FT,Data Analyst,USD,129000.0,US,0,US,M
+587,2022,SE,FT,Data Scientist,USD,140000.0,US,100,US,M
+220,2021,MI,FT,Machine Learning Engineer,PLN,46597.0,PL,100,PL,L
+297,2022,SE,FT,Data Analyst,USD,84900.0,US,100,US,M
+530,2022,MI,FT,Data Analyst,USD,85000.0,CA,0,CA,M
+234,2021,MI,FT,Data Architect,USD,180000.0,US,100,US,L
+310,2022,EX,FT,Data Engineer,USD,200000.0,US,100,US,M
+291,2022,SE,FT,Data Analyst,USD,120600.0,US,100,US,M
+10,2020,EN,FT,Data Scientist,EUR,51321.0,FR,0,FR,S
+603,2022,SE,FT,Data Engineer,USD,126000.0,US,100,US,M
+156,2021,MI,FT,Data Scientist,SGD,119059.0,SG,100,IL,M
+463,2022,EN,FT,Data Scientist,INR,18442.0,IN,100,IN,M
+315,2022,SE,FT,Data Scientist,USD,165220.0,US,100,US,M
+477,2022,SE,FT,Machine Learning Engineer,USD,220000.0,US,100,US,M
+402,2022,SE,FT,Data Analyst,USD,115934.0,US,0,US,M
+45,2020,EN,PT,ML Engineer,EUR,15966.0,DE,100,DE,S
+292,2022,MI,FT,Data Scientist,USD,130000.0,US,0,US,M
+99,2021,MI,FT,Computer Vision Software Engineer,EUR,95746.0,DE,100,US,S
+273,2021,EN,FT,Machine Learning Engineer,USD,85000.0,NL,100,DE,S
+352,2022,SE,FT,Data Scientist,USD,167000.0,US,100,US,M
+187,2021,EX,FT,Data Science Consultant,EUR,69741.0,FR,100,ES,S
+350,2022,SE,FT,Data Science Manager,USD,161342.0,US,100,US,M
+555,2022,SE,FT,Data Engineer,USD,160000.0,US,100,US,M
+403,2022,SE,FT,Data Analyst,USD,81666.0,US,0,US,M
+87,2021,MI,FT,Data Analytics Engineer,USD,110000.0,US,100,US,L
+34,2020,MI,FT,Data Analyst,EUR,46759.0,FR,50,FR,L
+228,2021,SE,FT,Data Scientist,USD,135000.0,US,0,US,L
+4,2020,SE,FT,Machine Learning Engineer,USD,150000.0,US,50,US,L
+559,2022,SE,FT,Data Scientist,USD,140400.0,US,0,US,M
+1,2020,SE,FT,Machine Learning Scientist,USD,260000.0,JP,0,JP,S
+27,2020,SE,FT,Data Engineer,MXN,33511.0,MX,0,MX,S
+200,2021,MI,FT,Data Scientist,EUR,61467.0,DE,50,AT,M
+182,2021,MI,FT,Data Engineer,EUR,26005.0,RO,0,US,L
+188,2021,SE,FT,Data Engineer,EUR,76833.0,RO,50,GB,S
+458,2022,MI,FT,Business Data Analyst,INR,18442.0,IN,100,IN,M
+90,2021,SE,FT,Marketing Data Analyst,EUR,88654.0,GR,100,DK,L
+58,2020,SE,FT,Data Scientist,USD,120000.0,US,50,US,L
+141,2021,SE,FT,Data Science Manager,USD,240000.0,US,0,US,L
+33,2020,MI,FT,Research Scientist,USD,450000.0,US,0,US,M
+48,2020,MI,FT,Data Scientist,USD,105000.0,US,100,US,L
+19,2020,MI,FT,Lead Data Engineer,USD,56000.0,PT,100,US,M
+380,2022,SE,FT,Data Engineer,USD,136994.0,US,100,US,M
+66,2020,EN,FT,Data Scientist,EUR,49268.0,DE,0,DE,S
+112,2021,SE,FT,Lead Data Engineer,GBP,103160.0,GB,100,GB,S
+12,2020,EN,FT,Data Scientist,EUR,39916.0,FR,0,FR,M
+345,2022,SE,FT,Data Engineer,USD,156600.0,US,100,US,M
+86,2021,EN,FT,Data Analyst,EUR,59102.0,FR,50,FR,M
+585,2022,SE,FT,Data Analyst,USD,110925.0,US,100,US,M
+163,2021,EN,FT,Data Science Consultant,EUR,63831.0,DE,50,DE,L
+581,2022,SE,FT,Data Analyst,USD,106260.0,US,100,US,M
+109,2021,EN,FT,Data Engineer,INR,30428.0,IN,100,IN,L
+554,2022,SE,FT,Data Engineer,USD,200100.0,US,100,US,M
+595,2022,SE,FT,Data Analytics Manager,USD,109280.0,US,100,US,M
+552,2022,SE,FT,Data Scientist,USD,176000.0,US,100,US,M
+238,2021,EN,FT,Data Scientist,USD,4000.0,VN,0,VN,M
+295,2022,MI,FT,Data Engineer,USD,150000.0,US,100,US,M
+207,2021,SE,FT,Data Engineer,USD,165000.0,US,0,US,M
+531,2022,MI,FT,Data Analyst,USD,75000.0,CA,0,CA,M
+343,2022,EX,FT,Head of Data Science,USD,167875.0,US,100,US,M
+508,2022,EN,FT,Research Scientist,USD,120000.0,US,100,US,L
+246,2021,EN,FT,Data Scientist,EUR,36643.0,FR,50,FR,L
+478,2022,MI,FT,Data Scientist,USD,200000.0,US,100,US,M
+247,2021,MI,FT,Data Engineer,TRY,12103.0,TR,0,TR,M
+20,2020,MI,FT,Machine Learning Engineer,CNY,43331.0,CN,0,CN,M
+460,2022,MI,FT,Machine Learning Infrastructure Engineer,EUR,58255.0,PT,50,PT,L
+127,2021,MI,FT,Data Scientist,INR,9466.0,IN,0,IN,S
+474,2022,MI,FT,Data Scientist,GBP,183228.0,GB,0,GB,M
+517,2022,MI,FT,Data Engineer,EUR,68147.0,FR,100,FR,M
+113,2021,EN,PT,AI Scientist,USD,12000.0,PK,100,US,M
+148,2021,SE,FT,Data Engineering Manager,USD,153000.0,US,100,US,L
+205,2021,MI,FT,Data Scientist,BRL,12901.0,BR,0,BR,S
+546,2022,SE,FT,Data Engineer,USD,110500.0,US,100,US,M
+330,2022,SE,FT,Data Analyst,USD,112900.0,US,100,US,M
+314,2022,MI,FT,Data Engineer,GBP,52351.0,GB,0,GB,M
+583,2022,SE,FT,Data Engineer,USD,160080.0,US,100,US,M
+131,2021,EN,FT,Data Scientist,EUR,49646.0,FR,50,FR,M
+579,2022,SE,FT,Data Engineer,USD,25000.0,US,100,US,M
+452,2022,EX,FT,Director of Data Science,CAD,196979.0,CA,50,CA,L
+62,2020,EN,PT,Data Scientist,EUR,21669.0,IT,50,IT,S
+257,2021,SE,FT,Principal Data Scientist,EUR,173762.0,DE,100,DE,M
+523,2022,SE,FT,Data Analytics Lead,USD,405000.0,US,100,US,L
+462,2022,MI,PT,Data Engineer,EUR,54957.0,DE,50,DE,L
+40,2020,MI,FT,Data Scientist,USD,45760.0,PH,100,US,S
+420,2022,MI,FT,Machine Learning Scientist,USD,112300.0,US,100,US,L
+336,2022,MI,FT,Data Analyst,USD,167000.0,US,100,US,M
+513,2022,SE,FT,Machine Learning Engineer,EUR,71444.0,IE,100,IE,S
+450,2022,SE,FT,Data Engineer,USD,80000.0,US,100,US,M
+177,2021,MI,FT,Data Scientist,CLP,40038.0,CL,100,CL,L
+422,2022,MI,FT,Data Science Manager,USD,159000.0,US,100,US,M
+263,2021,SE,FT,Machine Learning Engineer,INR,66265.0,IN,0,IN,L
+103,2021,MI,FT,Data Analyst,USD,62000.0,US,0,US,L
+545,2022,SE,FT,Data Engineer,USD,115000.0,US,100,US,M
+278,2021,SE,FT,Data Scientist,TRY,20171.0,TR,50,TR,L
+270,2021,EN,FT,Data Engineer,USD,72500.0,US,100,US,L
+250,2021,MI,FT,Data Scientist,USD,115000.0,US,50,US,L
+5,2020,EN,FT,Data Analyst,USD,72000.0,US,100,US,L
+118,2021,EN,FT,Data Analyst,USD,90000.0,US,100,US,S
+252,2021,EX,FT,Principal Data Engineer,USD,600000.0,US,100,US,L
+114,2021,MI,FT,Data Engineer,EUR,45391.0,NL,100,NL,L
+369,2022,SE,FT,Data Scientist,USD,170000.0,US,100,US,M
+221,2021,MI,FT,Data Scientist,GBP,116914.0,GB,50,GB,L
+572,2022,SE,FT,Data Analyst,USD,100000.0,US,100,US,M
+302,2022,SE,FT,Data Scientist,USD,146000.0,US,100,US,M
+155,2021,SE,FT,Data Science Engineer,CAD,127221.0,CA,50,CA,L
+427,2022,MI,FT,Data Engineer,EUR,49461.0,ES,100,ES,M
+193,2021,SE,FT,Data Science Manager,USD,174000.0,US,100,US,L
+365,2022,SE,FT,Data Scientist,USD,138600.0,US,100,US,M
+13,2020,MI,FT,Lead Data Analyst,USD,87000.0,US,100,US,L
+437,2022,MI,FT,Data Engineer,EUR,87932.0,GR,100,GR,M
+69,2020,SE,FT,Data Scientist,EUR,91237.0,AT,0,AT,S
+538,2022,MI,FT,Data Scientist,USD,141300.0,US,0,US,M
+253,2021,EN,FT,Data Scientist,INR,28399.0,IN,100,IN,M
+136,2021,MI,FT,ML Engineer,JPY,63711.0,JP,50,JP,S
+38,2020,EN,FT,Data Analyst,USD,10000.0,NG,100,NG,S
+526,2022,MI,FT,Data Scientist,USD,78000.0,US,100,US,M
+159,2021,EN,FT,Machine Learning Engineer,USD,125000.0,US,100,US,S
+57,2020,MI,FT,Data Scientist,USD,118000.0,US,100,US,M
+157,2021,MI,FT,Applied Machine Learning Scientist,USD,423000.0,US,50,US,L
+42,2020,MI,FT,Machine Learning Infrastructure Engineer,EUR,50180.0,PT,0,PT,M
+245,2021,MI,FT,Data Engineer,GBP,72212.0,GB,50,GB,L
+338,2022,SE,FT,Data Analyst,USD,136600.0,US,100,US,M
+578,2022,SE,FT,Data Engineer,USD,100000.0,US,100,US,M
+594,2022,SE,FT,Data Analytics Manager,USD,150260.0,US,100,US,M
+446,2022,SE,FT,Data Engineer,USD,209100.0,US,100,US,L
+562,2022,SE,FT,Data Engineer,USD,175100.0,US,100,US,M
+525,2022,SE,FT,Applied Data Scientist,USD,177000.0,US,100,US,L
+551,2022,SE,FT,Data Scientist,USD,140400.0,US,0,US,L
+329,2022,MI,FT,Data Analyst,USD,115500.0,US,100,US,M
+298,2022,SE,FT,Data Scientist,USD,136620.0,US,100,US,M
+378,2022,SE,FT,Data Architect,USD,208775.0,US,100,US,M
+453,2022,MI,FT,Machine Learning Engineer,USD,120000.0,US,100,US,S
+206,2021,SE,FT,Machine Learning Engineer,USD,200000.0,US,100,US,L
+213,2021,EN,FT,Big Data Engineer,INR,5882.0,IN,0,CH,L
+356,2022,SE,FT,Data Scientist,USD,150000.0,US,0,US,M
+367,2022,MI,FT,Data Analyst,USD,58000.0,US,0,US,S
+387,2022,SE,FT,Data Analyst,USD,164000.0,US,0,US,M
+128,2021,EN,FT,Machine Learning Engineer,USD,20000.0,IN,100,IN,S
+469,2022,SE,FT,Data Scientist,USD,140000.0,US,100,US,M
+549,2022,SE,FT,Data Engineer,USD,160000.0,US,100,US,M
+124,2021,EN,PT,Data Analyst,EUR,10354.0,ES,50,ES,M
+11,2020,MI,FT,Data Scientist,INR,40481.0,IN,0,IN,L
+162,2021,MI,FT,Data Engineer,EUR,28369.0,MT,50,MT,L
+563,2022,SE,FT,Data Engineer,USD,140250.0,US,100,US,M
+414,2022,MI,FT,Data Engineer,GBP,78526.0,GB,100,GB,M
+471,2022,MI,FT,Data Analyst,USD,50000.0,US,100,US,M
+222,2021,MI,FT,Data Scientist,INR,33808.0,IN,0,IN,M
+180,2021,MI,FT,Big Data Engineer,INR,22611.0,IN,0,IN,L
+311,2022,MI,FT,Data Scientist,GBP,65438.0,GB,0,GB,M
+434,2022,MI,FT,Data Engineer,GBP,104702.0,GB,100,GB,M
+605,2022,SE,FT,Data Analyst,USD,150000.0,US,100,US,M
+492,2022,MI,FT,Data Scientist,PLN,35590.0,PL,100,PL,L
+592,2022,SE,FT,Data Scientist,USD,230000.0,US,100,US,M
+194,2021,SE,FT,Research Scientist,CAD,96113.0,CA,50,CA,L
+8,2020,MI,FT,Business Data Analyst,USD,135000.0,US,100,US,L
+214,2021,EN,FT,Machine Learning Engineer,EUR,24823.0,DE,50,DE,M
+447,2022,SE,FT,Data Engineer,USD,154600.0,US,100,US,L
+43,2020,MI,FT,Data Engineer,USD,106000.0,US,100,US,L
+588,2022,SE,FT,Data Analyst,USD,99000.0,US,0,US,M
+203,2021,SE,FT,Research Scientist,USD,50000.0,FR,100,US,S
+305,2022,SE,FT,Data Analyst,USD,99000.0,US,0,US,M
+286,2021,SE,FT,Head of Data,EUR,102839.0,SI,100,SI,L
+394,2022,SE,FT,Data Analytics Manager,USD,145000.0,US,100,US,M
+542,2022,MI,FT,Data Engineer,USD,206699.0,US,0,US,M
+377,2022,SE,FT,Data Engineer,USD,165400.0,US,100,US,M
+59,2020,MI,FT,Data Scientist,USD,138350.0,US,100,US,M
+7,2020,MI,FT,Data Scientist,HUF,35735.0,HU,50,HU,L
+379,2022,SE,FT,Data Architect,USD,147800.0,US,100,US,M
+520,2022,MI,FT,Data Scientist,CAD,69336.0,CA,100,CA,M
+357,2022,SE,FT,Data Scientist,USD,211500.0,US,100,US,M
+14,2020,MI,FT,Data Analyst,USD,85000.0,US,100,US,L
+561,2022,SE,FT,Analytics Engineer,USD,184700.0,US,0,US,M
+77,2021,MI,PT,3D Computer Vision Researcher,INR,5409.0,IN,50,IN,M
+479,2022,MI,FT,Data Scientist,USD,120000.0,US,100,US,M
+574,2022,SE,FT,Data Scientist,USD,210000.0,US,100,US,M
+9,2020,SE,FT,Lead Data Engineer,USD,125000.0,NZ,50,NZ,S
+219,2021,SE,FT,Data Analytics Manager,USD,140000.0,US,100,US,L
+539,2022,MI,FT,Data Scientist,USD,102100.0,US,0,US,M
+243,2021,SE,FT,Data Scientist,USD,165000.0,US,100,US,L
+388,2022,SE,FT,Data Engineer,USD,155000.0,US,100,US,M
+376,2022,SE,FT,Data Analyst,USD,132000.0,US,0,US,M
+93,2021,SE,FT,Lead Data Engineer,USD,276000.0,US,0,US,L
+152,2021,MI,FT,Data Scientist,CAD,75774.0,CA,100,CA,L
+272,2021,EN,FT,Data Science Consultant,EUR,76833.0,DE,0,DE,L
+285,2021,SE,FT,Data Science Manager,INR,94665.0,IN,50,IN,L
+444,2022,SE,FT,Data Scientist,USD,215300.0,US,0,US,L
+195,2021,MI,FT,Data Scientist,USD,147000.0,US,50,US,L
+410,2022,MI,FT,Data Scientist,GBP,71982.0,GB,0,GB,M
+486,2022,SE,FT,Data Scientist,USD,230000.0,US,100,US,M
+202,2021,MI,FT,Data Scientist,EUR,37825.0,ES,100,ES,L
+29,2020,SE,FT,Machine Learning Manager,CAD,117104.0,CA,50,CA,L
+0,2020,MI,FT,Data Scientist,EUR,79833.0,DE,0,DE,L
+271,2021,SE,FT,Computer Vision Engineer,BRL,18907.0,BR,0,BR,M
+466,2022,SE,FT,Research Scientist,USD,144000.0,US,50,US,L
+150,2021,SE,FT,Director of Data Science,USD,168000.0,JP,0,JP,S
+393,2022,SE,FT,Data Analyst,USD,90320.0,US,100,US,M
+405,2022,MI,FT,Data Engineer,GBP,98158.0,GB,0,GB,M
+239,2021,EN,FT,Data Engineer,INR,21637.0,IN,50,IN,M
+601,2022,EN,FT,Data Analyst,USD,52000.0,CA,0,CA,M
+24,2020,MI,FT,Lead Data Scientist,USD,115000.0,AE,0,AE,L
+72,2021,EN,FT,Research Scientist,GBP,82528.0,GB,50,GB,L
+137,2021,MI,FT,ML Engineer,JPY,77364.0,JP,50,JP,S
+509,2022,MI,FT,Applied Data Scientist,USD,157000.0,US,100,US,L
+294,2022,MI,FT,Data Engineer,USD,170000.0,US,100,US,M
+120,2021,MI,FT,Big Data Engineer,USD,60000.0,ES,50,RO,M
+255,2021,SE,FT,Big Data Architect,CAD,99703.0,CA,50,CA,M
+129,2021,SE,FT,Lead Data Scientist,INR,40570.0,IN,50,IN,L
+98,2021,EN,FT,Computer Vision Software Engineer,USD,70000.0,US,100,US,M
+371,2022,SE,FT,Machine Learning Engineer,USD,189650.0,US,0,US,M
+565,2022,SE,FT,Data Engineer,USD,54000.0,US,0,US,M
+198,2021,SE,FT,Data Science Manager,INR,54094.0,IN,50,US,L
+46,2020,MI,FT,Data Scientist,GBP,76958.0,GB,100,GB,S
+534,2022,SE,FT,Data Architect,USD,266400.0,US,100,US,M
+504,2022,SE,FT,Data Engineer,USD,115000.0,US,100,US,M
+56,2020,MI,FT,Data Scientist,EUR,38776.0,ES,100,ES,M
+557,2022,SE,FT,Data Engineer,USD,70500.0,US,0,US,M
+139,2021,EN,FT,Data Scientist,USD,,US,100,US,M
+74,2021,EX,FT,Head of Data,USD,,US,100,US,L
+390,2022,MI,FT,Machine Learning Engineer,GBP,,GB,0,GB,M
+476,2022,SE,FT,Data Scientist,USD,,US,100,US,M
+168,2021,EN,FT,BI Data Analyst,USD,,US,50,US,S
+435,2022,MI,FT,Data Engineer,GBP,,GB,100,GB,M
+224,2021,SE,FT,Machine Learning Scientist,USD,,US,100,CA,L
+248,2021,SE,FT,Data Engineer,GBP,,GB,50,GB,L
+326,2022,EX,FT,Data Analyst,USD,,US,100,US,M
+110,2021,SE,FT,Machine Learning Engineer,EUR,,DE,50,DE,L
+299,2022,SE,FT,Data Scientist,USD,,US,100,US,M
+441,2022,MI,FT,Data Analyst,EUR,,GR,100,GR,M
+322,2022,SE,FT,Data Engineer,USD,,US,0,US,M
+417,2022,SE,FT,Data Science Engineer,USD,,AR,100,MX,L
+313,2022,MI,FT,Data Engineer,GBP,,GB,0,GB,M
+316,2022,EN,FT,Data Engineer,GBP,,GB,100,GB,M
+398,2022,SE,FT,Data Scientist,USD,,US,100,US,L
+78,2021,MI,CT,ML Engineer,USD,,US,100,US,L
+537,2022,SE,FT,Data Engineer,USD,,US,100,US,M
+218,2021,MI,FT,Machine Learning Engineer,EUR,,BE,100,BE,M
+21,2020,MI,FT,Product Data Analyst,INR,,IN,100,IN,L
+445,2022,MI,FT,Data Engineer,EUR,,GR,100,GR,M
+22,2020,SE,FT,Data Engineer,EUR,,GR,50,GR,L
+115,2021,EN,FT,Machine Learning Scientist,USD,,US,100,US,L
+406,2022,MI,FT,Data Analyst,USD,,US,0,US,S
+280,2021,MI,FT,Data Engineer,USD,,US,100,US,L
+532,2022,SE,FT,Machine Learning Engineer,USD,,US,100,US,M
+154,2021,SE,FT,Data Science Manager,USD,,US,100,US,L
+363,2022,SE,FT,Data Analyst,USD,,CA,100,CA,M
+231,2021,SE,FT,ML Engineer,USD,,US,100,US,S
+327,2022,EX,FT,Data Analyst,USD,,US,100,US,M
+433,2022,MI,FT,Data Engineer,EUR,,ES,100,ES,M
+164,2021,EX,FT,Director of Data Science,EUR,,DE,50,DE,M
+158,2021,SE,FT,Data Analytics Manager,USD,,US,100,US,M
+236,2021,MI,FT,Research Scientist,CAD,,CA,100,CA,M
+400,2022,SE,FT,Data Engineer,USD,,US,100,US,L
+192,2021,MI,FT,Big Data Engineer,USD,,MD,0,MD,S
+568,2022,SE,FT,Data Analyst,USD,,US,100,US,M
+413,2022,MI,FT,Data Engineer,EUR,,GR,100,GR,M
+132,2021,MI,FT,Applied Machine Learning Scientist,USD,,VN,100,US,M
+362,2022,SE,FT,Data Analyst,USD,,CA,100,CA,M
+381,2022,SE,FT,Data Engineer,USD,,US,100,US,M
+71,2020,MI,FT,Data Scientist,EUR,,FR,50,FR,S
+518,2022,MI,FT,Data Scientist,CHF,,CH,0,CH,L
+432,2022,MI,FT,Data Engineer,EUR,,ES,100,ES,M
+375,2022,EX,FT,Lead Data Engineer,CAD,,CA,100,CA,S
+346,2022,SE,FT,Data Engineer,USD,,US,0,US,M
+185,2021,MI,FT,Data Engineer,USD,,IR,100,IR,M
+519,2022,SE,FT,Applied Data Scientist,USD,,US,100,US,L
+126,2021,SE,FT,Machine Learning Scientist,USD,,US,50,US,S
+451,2022,MI,FT,Machine Learning Developer,CAD,,CA,100,CA,M
+368,2022,EX,FT,Analytics Engineer,USD,,US,100,US,M
+181,2021,MI,FT,Data Scientist,EUR,,DE,50,DE,L
+64,2020,SE,FT,Machine Learning Engineer,EUR,,HR,100,HR,S
+178,2021,EN,FT,Machine Learning Engineer,USD,,US,50,US,S
+323,2022,SE,FT,Data Scientist,USD,,US,0,US,L
+211,2021,MI,FT,Research Scientist,EUR,,FR,50,FR,S
+104,2021,MI,FT,Data Scientist,USD,,US,0,US,L
+449,2022,EN,FT,ML Engineer,EUR,,PT,100,PT,L
+318,2022,SE,FT,Data Analyst,USD,,US,100,US,M
+208,2021,MI,FL,Data Engineer,USD,,IT,0,US,L
+215,2021,SE,FT,Principal Data Engineer,USD,,US,100,US,L
+275,2021,EN,FT,Data Scientist,USD,,US,100,US,M
+544,2022,SE,FT,Data Engineer,USD,,US,100,US,M
+586,2022,MI,FT,Data Analyst,GBP,,GB,0,GB,M
+416,2022,SE,FT,Data Scientist,USD,,US,100,US,M
+370,2022,SE,FT,Data Scientist,USD,,US,100,US,M
+429,2022,MI,FT,Data Analyst,GBP,,GB,100,GB,M
+191,2021,EN,FT,Machine Learning Engineer,USD,,CO,50,CO,M
+319,2022,SE,FT,Data Engineer,USD,,US,0,US,M
+262,2021,MI,FT,Data Scientist,INR,,IN,100,IN,S
+61,2020,MI,FT,Data Engineer,USD,,ES,100,US,M
+240,2021,SE,FT,Data Scientist,CAD,,CA,100,CA,L
+473,2022,SE,FT,Data Scientist,USD,,US,100,US,M
+351,2022,SE,FT,Data Science Manager,USD,,US,100,US,M
+44,2020,MI,FT,Data Engineer,GBP,,GB,50,GB,L
+364,2022,SE,FT,Data Engineer,USD,,US,0,US,L
+84,2021,EX,FT,Director of Data Science,EUR,,IT,100,PL,L
+418,2022,MI,FT,Data Engineer,USD,,US,0,US,M
+510,2022,EN,FT,Computer Vision Software Engineer,USD,,AU,100,AU,S
+199,2021,EN,FT,Data Science Consultant,USD,,US,100,US,S
+287,2021,MI,FT,Data Scientist,USD,,US,50,US,L
+17,2020,SE,FT,Big Data Engineer,EUR,,PL,100,GB,S
+411,2022,MI,FT,Data Scientist,GBP,,GB,0,GB,M
+335,2022,SE,FT,Data Engineer,USD,,US,100,US,M
+386,2022,EN,FT,Machine Learning Engineer,GBP,,GB,100,GB,L
+483,2022,EX,FT,Data Engineer,USD,,US,100,US,M
+439,2022,SE,FT,Machine Learning Engineer,USD,,US,0,US,M
+76,2021,MI,FT,BI Data Analyst,USD,,US,100,US,M
+89,2021,SE,FT,Data Analyst,USD,,BG,100,US,S
+602,2022,SE,FT,Data Engineer,USD,,US,100,US,M
+94,2021,EN,FT,Data Scientist,INR,,IN,50,IN,L
+31,2020,EN,FT,Big Data Engineer,USD,,US,100,US,L
+260,2021,MI,FT,Data Scientist,USD,,US,50,US,L
+396,2022,MI,FT,Machine Learning Engineer,EUR,,FR,100,DE,M
+171,2021,MI,FT,Data Engineer,GBP,,GB,100,GB,L
+88,2021,SE,FT,Lead Data Analyst,USD,,US,100,US,L
+146,2021,MI,FT,Research Scientist,EUR,,FR,50,FR,M
+465,2022,EN,FT,Data Engineer,USD,,US,100,US,M
+493,2022,SE,FT,Machine Learning Developer,CAD,,CA,100,CA,M
+598,2022,MI,FT,Data Scientist,USD,,US,100,US,M
+333,2022,SE,FT,Data Analyst,USD,,US,100,US,M
+423,2022,SE,FT,Data Scientist,USD,,US,0,US,M
+593,2022,SE,FT,Data Scientist,USD,,US,100,US,M
+279,2021,EN,FT,Business Data Analyst,EUR,,LU,100,LU,L
+337,2022,SE,FT,Data Engineer,USD,,US,100,US,M
+276,2021,EN,FT,Data Scientist,USD,,US,50,US,L
+212,2021,MI,FT,Data Engineer,GBP,,HK,50,GB,S
+173,2021,SE,FT,Principal Data Scientist,USD,,US,100,US,L
+225,2021,EX,CT,Principal Data Scientist,USD,,US,100,US,S
+63,2020,SE,FT,Data Scientist,USD,,US,100,US,L
+186,2021,SE,FT,Data Analytics Engineer,USD,,VN,100,GB,M
+289,2022,SE,FT,Data Engineer,USD,,US,100,US,M
+138,2021,SE,FT,Principal Data Scientist,USD,,US,0,US,L
+372,2022,SE,FT,Machine Learning Engineer,USD,,US,0,US,M
+498,2022,SE,FT,Research Scientist,EUR,,FR,50,FR,L
+547,2022,SE,FT,Data Engineer,USD,,US,100,US,M
+197,2021,SE,FT,Machine Learning Engineer,INR,,IN,100,IN,L
+167,2021,EX,FT,Director of Data Science,USD,,US,0,US,L
+366,2022,SE,FT,Data Engineer,USD,,US,0,US,M
+324,2022,SE,FT,Data Scientist,USD,,US,0,US,L
diff --git a/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/info.json b/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/info.json
index 973ccc0d3adf80cf1b8def4e8285a7e47ca05d6b..3bbed89f5698870fe3fd2a1ed2f40ae78a21f554 100644
--- a/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/info.json
+++ b/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/info.json
@@ -1,252 +1,247 @@
 {
-    "name": "Data Science Job Salaries",
-    "source": "https://www.kaggle.com/datasets/ruchi798/data-science-job-salaries/data",
-    "data_intro": "A dataset contain information about Salaries of jobs in the Data Science domain",
-    "is_splited": false,
-    "overall_size": 607,
-    "train_size": 0,
-    "test_size": 0,
-    "c_classes": 7,
-    "n_classes": 5,
-    "task_type": "regression",
-    "target": {
-        "salary_in_usd": "Given the job title, experience level, employment type, salary currency, company size, and remote ratio, predict the salary in USD."
-    },
-    "cat_feature_intro": {
-        "experience_level": "- experience_level: The experience level in the job during the year with the following possible values: EN Entry-level / Junior MI Mid-level / Intermediate SE Senior-level / Expert EX Executive-level / Director.",
-        "employment_type": "- employment_type: The type of employement for the role: PT Part-time FT Full-time CT Contract FL Freelance.",
-        "job_title": "- job_title : The role worked in during the year.",
-        "salary_currency": "- salary_currency: The currency of the salary paid as an ISO 4217 currency code.",
-        "employee_residence": "- employee_residence: Employee's primary country of residence in during the work year as an ISO 3166 country code.",
-        "company_location": "- company_location: The country of the employer's main office or contracting branch as an ISO 3166 country code. ",
-        "company_size": "- company_size: The average number of people that worked for the company during the year: S less than 50 employees (small) M 50 to 250 employees (medium) L more than 250 employees (large)"
-    },
-    "num_feature_intro": {
-        "#": "- #: The order of the data in the dataset.",
-        "work_year": "- work_year: The year the salary was paid.",
-        "salary": "- salary_in_usd: The salary in USD (FX rate divided by avg. USD rate for the respective year via fxdata.foorilla.com).",
-        "salary_in_usd": "- salary_in_usd: The salary in USD (FX rate divided by avg. USD rate for the respective year via fxdata.foorilla.com). ",
-        "remote_ratio": "- remote_ratio: The overall amount of work done remotely, possible values are as follows: 0 No remote work (less than 20%) 50 Partially remote 100 Fully remote (more than 80%)"
-    },
-    "evaluation_metric": null,
-    "num_feature_value": {
-        "#": [],
-        "remote_ratio": [
-            0.0,
-            100.0
-        ],
-        "salary": [
-            4000.0,
-            30400000.0
-        ],
-        "salary_in_usd": [
-            2859.0,
-            600000.0
-        ],
-        "work_year": [
-            2020.0,
-            2022.0
-        ]
-    },
-    "cat_feature_value": {
-        "company_location": [
-            "AE",
-            "AS",
-            "AT",
-            "AU",
-            "BE",
-            "BR",
-            "CA",
-            "CH",
-            "CL",
-            "CN",
-            "CO",
-            "CZ",
-            "DE",
-            "DK",
-            "DZ",
-            "EE",
-            "ES",
-            "FR",
-            "GB",
-            "GR",
-            "HN",
-            "HR",
-            "HU",
-            "IE",
-            "IL",
-            "IN",
-            "IQ",
-            "IR",
-            "IT",
-            "JP",
-            "KE",
-            "LU",
-            "MD",
-            "MT",
-            "MX",
-            "MY",
-            "NG",
-            "NL",
-            "NZ",
-            "PK",
-            "PL",
-            "PT",
-            "RO",
-            "RU",
-            "SG",
-            "SI",
-            "TR",
-            "UA",
-            "US",
-            "VN"
-        ],
-        "company_size": [
-            "L",
-            "M",
-            "S"
-        ],
-        "employee_residence": [
-            "AE",
-            "AR",
-            "AT",
-            "AU",
-            "BE",
-            "BG",
-            "BO",
-            "BR",
-            "CA",
-            "CH",
-            "CL",
-            "CN",
-            "CO",
-            "CZ",
-            "DE",
-            "DK",
-            "DZ",
-            "EE",
-            "ES",
-            "FR",
-            "GB",
-            "GR",
-            "HK",
-            "HN",
-            "HR",
-            "HU",
-            "IE",
-            "IN",
-            "IQ",
-            "IR",
-            "IT",
-            "JE",
-            "JP",
-            "KE",
-            "LU",
-            "MD",
-            "MT",
-            "MX",
-            "MY",
-            "NG",
-            "NL",
-            "NZ",
-            "PH",
-            "PK",
-            "PL",
-            "PR",
-            "PT",
-            "RO",
-            "RS",
-            "RU",
-            "SG",
-            "SI",
-            "TN",
-            "TR",
-            "UA",
-            "US",
-            "VN"
-        ],
-        "employment_type": [
-            "CT",
-            "FL",
-            "FT",
-            "PT"
-        ],
-        "experience_level": [
-            "EN",
-            "EX",
-            "MI",
-            "SE"
-        ],
-        "job_title": [
-            "3D Computer Vision Researcher",
-            "AI Scientist",
-            "Analytics Engineer",
-            "Applied Data Scientist",
-            "Applied Machine Learning Scientist",
-            "BI Data Analyst",
-            "Big Data Architect",
-            "Big Data Engineer",
-            "Business Data Analyst",
-            "Cloud Data Engineer",
-            "Computer Vision Engineer",
-            "Computer Vision Software Engineer",
-            "Data Analyst",
-            "Data Analytics Engineer",
-            "Data Analytics Lead",
-            "Data Analytics Manager",
-            "Data Architect",
-            "Data Engineer",
-            "Data Engineering Manager",
-            "Data Science Consultant",
-            "Data Science Engineer",
-            "Data Science Manager",
-            "Data Scientist",
-            "Data Specialist",
-            "Director of Data Engineering",
-            "Director of Data Science",
-            "ETL Developer",
-            "Finance Data Analyst",
-            "Financial Data Analyst",
-            "Head of Data",
-            "Head of Data Science",
-            "Head of Machine Learning",
-            "Lead Data Analyst",
-            "Lead Data Engineer",
-            "Lead Data Scientist",
-            "Lead Machine Learning Engineer",
-            "ML Engineer",
-            "Machine Learning Developer",
-            "Machine Learning Engineer",
-            "Machine Learning Infrastructure Engineer",
-            "Machine Learning Manager",
-            "Machine Learning Scientist",
-            "Marketing Data Analyst",
-            "NLP Engineer",
-            "Principal Data Analyst",
-            "Principal Data Engineer",
-            "Principal Data Scientist",
-            "Product Data Analyst",
-            "Research Scientist",
-            "Staff Data Scientist"
-        ],
-        "salary_currency": [
-            "AUD",
-            "BRL",
-            "CAD",
-            "CHF",
-            "CLP",
-            "CNY",
-            "DKK",
-            "EUR",
-            "GBP",
-            "HUF",
-            "INR",
-            "JPY",
-            "MXN",
-            "PLN",
-            "SGD",
-            "TRY",
-            "USD"
-        ]
-    }
-}
\ No newline at end of file
+  "name": "Data Science Job Salaries",
+  "source": "https://www.kaggle.com/datasets/ruchi798/data-science-job-salaries/data",
+  "data_intro": "A dataset contain information about Salaries of jobs in the Data Science domain",
+  "is_splited": false,
+  "overall_size": 607,
+  "train_size": 0,
+  "test_size": 0,
+  "c_classes": 7,
+  "n_classes": 4,
+  "task_type": "regression",
+  "target": {
+    "salary_in_usd": "Given the job title, experience level, employment type, salary currency, company size, and remote ratio, predict the salary in USD."
+  },
+  "cat_feature_intro": {
+    "experience_level": "- experience_level: The experience level in the job during the year with the following possible values: EN Entry-level / Junior MI Mid-level / Intermediate SE Senior-level / Expert EX Executive-level / Director.",
+    "employment_type": "- employment_type: The type of employement for the role: PT Part-time FT Full-time CT Contract FL Freelance.",
+    "job_title": "- job_title : The role worked in during the year.",
+    "salary_currency": "- salary_currency: The currency of the salary paid as an ISO 4217 currency code.",
+    "employee_residence": "- employee_residence: Employee's primary country of residence in during the work year as an ISO 3166 country code.",
+    "company_location": "- company_location: The country of the employer's main office or contracting branch as an ISO 3166 country code. ",
+    "company_size": "- company_size: The average number of people that worked for the company during the year: S less than 50 employees (small) M 50 to 250 employees (medium) L more than 250 employees (large)"
+  },
+  "num_feature_intro": {
+    "#": "- #: The order of the data in the dataset.",
+    "work_year": "- work_year: The year the salary was paid.",
+    "salary_in_usd": "- salary_in_usd: The salary in USD (FX rate divided by avg. USD rate for the respective year via fxdata.foorilla.com). ",
+    "remote_ratio": "- remote_ratio: The overall amount of work done remotely, possible values are as follows: 0 No remote work (less than 20%) 50 Partially remote 100 Fully remote (more than 80%)"
+  },
+  "evaluation_metric": null,
+  "num_feature_value": {
+    "#": [],
+    "remote_ratio": [
+      0.0,
+      100.0
+    ],
+    "salary_in_usd": [
+      2859.0,
+      600000.0
+    ],
+    "work_year": [
+      2020.0,
+      2022.0
+    ]
+  },
+  "cat_feature_value": {
+    "company_location": [
+      "AE",
+      "AS",
+      "AT",
+      "AU",
+      "BE",
+      "BR",
+      "CA",
+      "CH",
+      "CL",
+      "CN",
+      "CO",
+      "CZ",
+      "DE",
+      "DK",
+      "DZ",
+      "EE",
+      "ES",
+      "FR",
+      "GB",
+      "GR",
+      "HN",
+      "HR",
+      "HU",
+      "IE",
+      "IL",
+      "IN",
+      "IQ",
+      "IR",
+      "IT",
+      "JP",
+      "KE",
+      "LU",
+      "MD",
+      "MT",
+      "MX",
+      "MY",
+      "NG",
+      "NL",
+      "NZ",
+      "PK",
+      "PL",
+      "PT",
+      "RO",
+      "RU",
+      "SG",
+      "SI",
+      "TR",
+      "UA",
+      "US",
+      "VN"
+    ],
+    "company_size": [
+      "L",
+      "M",
+      "S"
+    ],
+    "employee_residence": [
+      "AE",
+      "AR",
+      "AT",
+      "AU",
+      "BE",
+      "BG",
+      "BO",
+      "BR",
+      "CA",
+      "CH",
+      "CL",
+      "CN",
+      "CO",
+      "CZ",
+      "DE",
+      "DK",
+      "DZ",
+      "EE",
+      "ES",
+      "FR",
+      "GB",
+      "GR",
+      "HK",
+      "HN",
+      "HR",
+      "HU",
+      "IE",
+      "IN",
+      "IQ",
+      "IR",
+      "IT",
+      "JE",
+      "JP",
+      "KE",
+      "LU",
+      "MD",
+      "MT",
+      "MX",
+      "MY",
+      "NG",
+      "NL",
+      "NZ",
+      "PH",
+      "PK",
+      "PL",
+      "PR",
+      "PT",
+      "RO",
+      "RS",
+      "RU",
+      "SG",
+      "SI",
+      "TN",
+      "TR",
+      "UA",
+      "US",
+      "VN"
+    ],
+    "employment_type": [
+      "CT",
+      "FL",
+      "FT",
+      "PT"
+    ],
+    "experience_level": [
+      "EN",
+      "EX",
+      "MI",
+      "SE"
+    ],
+    "job_title": [
+      "3D Computer Vision Researcher",
+      "AI Scientist",
+      "Analytics Engineer",
+      "Applied Data Scientist",
+      "Applied Machine Learning Scientist",
+      "BI Data Analyst",
+      "Big Data Architect",
+      "Big Data Engineer",
+      "Business Data Analyst",
+      "Cloud Data Engineer",
+      "Computer Vision Engineer",
+      "Computer Vision Software Engineer",
+      "Data Analyst",
+      "Data Analytics Engineer",
+      "Data Analytics Lead",
+      "Data Analytics Manager",
+      "Data Architect",
+      "Data Engineer",
+      "Data Engineering Manager",
+      "Data Science Consultant",
+      "Data Science Engineer",
+      "Data Science Manager",
+      "Data Scientist",
+      "Data Specialist",
+      "Director of Data Engineering",
+      "Director of Data Science",
+      "ETL Developer",
+      "Finance Data Analyst",
+      "Financial Data Analyst",
+      "Head of Data",
+      "Head of Data Science",
+      "Head of Machine Learning",
+      "Lead Data Analyst",
+      "Lead Data Engineer",
+      "Lead Data Scientist",
+      "Lead Machine Learning Engineer",
+      "ML Engineer",
+      "Machine Learning Developer",
+      "Machine Learning Engineer",
+      "Machine Learning Infrastructure Engineer",
+      "Machine Learning Manager",
+      "Machine Learning Scientist",
+      "Marketing Data Analyst",
+      "NLP Engineer",
+      "Principal Data Analyst",
+      "Principal Data Engineer",
+      "Principal Data Scientist",
+      "Product Data Analyst",
+      "Research Scientist",
+      "Staff Data Scientist"
+    ],
+    "salary_currency": [
+      "AUD",
+      "BRL",
+      "CAD",
+      "CHF",
+      "CLP",
+      "CNY",
+      "DKK",
+      "EUR",
+      "GBP",
+      "HUF",
+      "INR",
+      "JPY",
+      "MXN",
+      "PLN",
+      "SGD",
+      "TRY",
+      "USD"
+    ]
+  }
+}
diff --git a/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/info_mod.json b/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/info_mod.json
index 559566f19815f04d9343bb8163afb0360621701f..5fea19978eea1c30e703a06cbfbb92334b36abd6 100644
--- a/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/info_mod.json
+++ b/treatment_effect_analysis/finance/regression/Data_Science_Job_Salaries_B3/info_mod.json
@@ -22,7 +22,6 @@
   "num_feature_intro": {
     "Unnamed: 0": "Unnamed: 0: numeric feature inferred from dataset columns",
     "work_year": "- work_year: The year the salary was paid.",
-    "salary": "- salary_in_usd: The salary in USD (FX rate divided by avg. USD rate for the respective year via fxdata.foorilla.com).",
     "remote_ratio": "- remote_ratio: The overall amount of work done remotely, possible values are as follows: 0 No remote work (less than 20%) 50 Partially remote 100 Fully remote (more than 80%)"
   },
   "evaluation_metric": null,
@@ -35,10 +34,6 @@
       2020.0,
       2022.0
     ],
-    "salary": [
-      4000.0,
-      30400000.0
-    ],
     "remote_ratio": [
       0.0,
       100.0
@@ -290,4 +285,4 @@
   "missing_from_original_info": [
     "Unnamed: 0"
   ]
-}
\ No newline at end of file
+}